{"case":"Test","class":"PS","angle_ch_1":143.2477,"area_ch_1":185,"avg_inten_ch_1":15.71186,"avg_inten_ch_2":4.9548,"avg_inten_ch_3":9.54802,"avg_inten_ch_4":2.21469,"convex_hull_area_ratio_ch_1":1.12451,"convex_hull_perim_ratio_ch_1":0.91968,"diff_inten_density_ch_1":29.51923,"diff_inten_density_ch_3":13.77564,"diff_inten_density_ch_4":6.82692,"entropy_inten_ch_1":4.96978,"entropy_inten_ch_3":4.37102,"entropy_inten_ch_4":2.71888,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":3.06068,"eq_ellipse_oblate_vol_ch_1":336.96914,"eq_ellipse_prolate_vol_ch_1":110.09631,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":26.98132,"fiber_width_ch_1":7.41037,"inten_cooc_asm_ch_3":0.01118,"inten_cooc_asm_ch_4":0.05045,"inten_cooc_contrast_ch_3":40.75178,"inten_cooc_contrast_ch_4":13.89544,"inten_cooc_entropy_ch_3":7.19946,"inten_cooc_entropy_ch_4":5.24974,"inten_cooc_max_ch_3":0.07742,"inten_cooc_max_ch_4":0.17197,"kurt_inten_ch_1":-0.65674,"kurt_inten_ch_3":-0.60806,"kurt_inten_ch_4":0.72581,"length_ch_1":26.20779,"neighbor_avg_dist_ch_1":370.4543,"neighbor_min_dist_ch_1":99.10349,"neighbor_var_dist_ch_1":127.9608,"perim_ch_1":68.78338,"shape_bfr_ch_1":0.66515,"shape_lwr_ch_1":2.46245,"shape_p_2_a_ch_1":1.88301,"skew_inten_ch_1":0.4545,"skew_inten_ch_3":0.46039,"skew_inten_ch_4":1.23277,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":2781,"total_inten_ch_2":701,"total_inten_ch_3":1690,"total_inten_ch_4":392,"var_inten_ch_1":12.47468,"var_inten_ch_3":7.60903,"var_inten_ch_4":2.7141,"width_ch_1":10.64297}
{"case":"Train","class":"PS","angle_ch_1":133.75204,"area_ch_1":819,"avg_inten_ch_1":31.92327,"avg_inten_ch_2":206.87852,"avg_inten_ch_3":69.91688,"avg_inten_ch_4":164.15345,"convex_hull_area_ratio_ch_1":1.26316,"convex_hull_perim_ratio_ch_1":0.79708,"diff_inten_density_ch_1":31.875,"diff_inten_density_ch_3":43.12228,"diff_inten_density_ch_4":79.30842,"entropy_inten_ch_1":6.08759,"entropy_inten_ch_3":6.64276,"entropy_inten_ch_4":7.88015,"eq_circ_diam_ch_1":32.30558,"eq_ellipse_lwr_ch_1":1.55839,"eq_ellipse_oblate_vol_ch_1":2232.90548,"eq_ellipse_prolate_vol_ch_1":1432.82457,"eq_sphere_area_ch_1":3278.72562,"eq_sphere_vol_ch_1":17653.52453,"fiber_align_2_ch_3":1.48794,"fiber_align_2_ch_4":1.35237,"fiber_length_ch_1":64.2823,"fiber_width_ch_1":13.16708,"inten_cooc_asm_ch_3":0.02805,"inten_cooc_asm_ch_4":0.01259,"inten_cooc_contrast_ch_3":8.22795,"inten_cooc_contrast_ch_4":6.98405,"inten_cooc_entropy_ch_3":6.82214,"inten_cooc_entropy_ch_4":7.09899,"inten_cooc_max_ch_3":0.15321,"inten_cooc_max_ch_4":0.07387,"kurt_inten_ch_1":-0.24877,"kurt_inten_ch_3":-0.33078,"kurt_inten_ch_4":-0.26526,"length_ch_1":47.21855,"neighbor_avg_dist_ch_1":174.44416,"neighbor_min_dist_ch_1":30.11114,"neighbor_var_dist_ch_1":81.38063,"perim_ch_1":154.89876,"shape_bfr_ch_1":0.53976,"shape_lwr_ch_1":1.46818,"shape_p_2_a_ch_1":2.25581,"skew_inten_ch_1":0.3987,"skew_inten_ch_3":0.61973,"skew_inten_ch_4":0.52726,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":12,"total_inten_ch_1":24964,"total_inten_ch_2":160998,"total_inten_ch_3":54675,"total_inten_ch_4":128368,"var_inten_ch_1":18.80923,"var_inten_ch_3":56.71535,"var_inten_ch_4":118.38814,"width_ch_1":32.16126}
{"case":"Train","class":"WS","angle_ch_1":106.64639,"area_ch_1":431,"avg_inten_ch_1":28.03883,"avg_inten_ch_2":116.31553,"avg_inten_ch_3":63.94175,"avg_inten_ch_4":106.6966,"convex_hull_area_ratio_ch_1":1.05331,"convex_hull_perim_ratio_ch_1":0.93547,"diff_inten_density_ch_1":32.48771,"diff_inten_density_ch_3":35.98577,"diff_inten_density_ch_4":51.35705,"entropy_inten_ch_1":5.88356,"entropy_inten_ch_3":6.683,"entropy_inten_ch_4":7.1446,"eq_circ_diam_ch_1":23.44892,"eq_ellipse_lwr_ch_1":1.37539,"eq_ellipse_oblate_vol_ch_1":802.19454,"eq_ellipse_prolate_vol_ch_1":583.2504,"eq_sphere_area_ch_1":1727.41043,"eq_sphere_vol_ch_1":6750.98464,"fiber_align_2_ch_3":1.30052,"fiber_align_2_ch_4":1.52232,"fiber_length_ch_1":21.14115,"fiber_width_ch_1":21.14115,"inten_cooc_asm_ch_3":0.00686,"inten_cooc_asm_ch_4":0.00614,"inten_cooc_contrast_ch_3":14.44607,"inten_cooc_contrast_ch_4":16.70084,"inten_cooc_entropy_ch_3":7.5801,"inten_cooc_entropy_ch_4":7.67148,"inten_cooc_max_ch_3":0.02835,"inten_cooc_max_ch_4":0.0232,"kurt_inten_ch_1":-0.29348,"kurt_inten_ch_3":1.05128,"kurt_inten_ch_4":0.15061,"length_ch_1":28.14303,"neighbor_avg_dist_ch_1":158.47738,"neighbor_min_dist_ch_1":34.94477,"neighbor_var_dist_ch_1":90.43768,"perim_ch_1":84.5646,"shape_bfr_ch_1":0.72431,"shape_lwr_ch_1":1.32841,"shape_p_2_a_ch_1":1.27219,"skew_inten_ch_1":0.47249,"skew_inten_ch_3":0.97138,"skew_inten_ch_4":0.32471,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":11552,"total_inten_ch_2":47511,"total_inten_ch_3":26344,"total_inten_ch_4":43959,"var_inten_ch_1":17.29564,"var_inten_ch_3":37.67105,"var_inten_ch_4":49.47052,"width_ch_1":21.18553}
{"case":"Train","class":"PS","angle_ch_1":69.15032,"area_ch_1":298,"avg_inten_ch_1":19.45614,"avg_inten_ch_2":102.29474,"avg_inten_ch_3":28.21754,"avg_inten_ch_4":31.02807,"convex_hull_area_ratio_ch_1":1.20263,"convex_hull_perim_ratio_ch_1":0.86583,"diff_inten_density_ch_1":26.73228,"diff_inten_density_ch_3":22.91732,"diff_inten_density_ch_4":26.3937,"entropy_inten_ch_1":5.42006,"entropy_inten_ch_3":5.43673,"entropy_inten_ch_4":5.77833,"eq_circ_diam_ch_1":19.50279,"eq_ellipse_lwr_ch_1":3.39122,"eq_ellipse_oblate_vol_ch_1":724.71431,"eq_ellipse_prolate_vol_ch_1":213.70311,"eq_sphere_area_ch_1":1194.93197,"eq_sphere_vol_ch_1":3884.08375,"fiber_align_2_ch_3":1.22042,"fiber_align_2_ch_4":1.73325,"fiber_length_ch_1":43.14112,"fiber_width_ch_1":7.40441,"inten_cooc_asm_ch_3":0.03096,"inten_cooc_asm_ch_4":0.01103,"inten_cooc_contrast_ch_3":7.29946,"inten_cooc_contrast_ch_4":13.39088,"inten_cooc_entropy_ch_3":6.31264,"inten_cooc_entropy_ch_4":7.19703,"inten_cooc_max_ch_3":0.16279,"inten_cooc_max_ch_4":0.07752,"kurt_inten_ch_1":0.62586,"kurt_inten_ch_3":0.12774,"kurt_inten_ch_4":-0.34729,"length_ch_1":37.85957,"neighbor_avg_dist_ch_1":206.33437,"neighbor_min_dist_ch_1":33.0803,"neighbor_var_dist_ch_1":116.89276,"perim_ch_1":101.09107,"shape_bfr_ch_1":0.58916,"shape_lwr_ch_1":2.82685,"shape_p_2_a_ch_1":2.54584,"skew_inten_ch_1":0.88167,"skew_inten_ch_3":0.99989,"skew_inten_ch_4":0.60444,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5545,"total_inten_ch_2":28870,"total_inten_ch_3":8042,"total_inten_ch_4":8843,"var_inten_ch_1":13.81897,"var_inten_ch_3":30.00564,"var_inten_ch_4":24.74954,"width_ch_1":13.39283}
{"case":"Test","class":"PS","angle_ch_1":2.88784,"area_ch_1":285,"avg_inten_ch_1":24.27574,"avg_inten_ch_2":112.41544,"avg_inten_ch_3":20.47426,"avg_inten_ch_4":40.57721,"convex_hull_area_ratio_ch_1":1.10933,"convex_hull_perim_ratio_ch_1":0.95681,"diff_inten_density_ch_1":31.58065,"diff_inten_density_ch_3":21.70968,"diff_inten_density_ch_4":25.03226,"entropy_inten_ch_1":5.65825,"entropy_inten_ch_3":5.28567,"entropy_inten_ch_4":5.23586,"eq_circ_diam_ch_1":19.05279,"eq_ellipse_lwr_ch_1":2.74138,"eq_ellipse_oblate_vol_ch_1":607.51852,"eq_ellipse_prolate_vol_ch_1":221.61048,"eq_sphere_area_ch_1":1140.4263,"eq_sphere_vol_ch_1":3621.38461,"fiber_align_2_ch_3":1.49139,"fiber_align_2_ch_4":1.38455,"fiber_length_ch_1":34.74977,"fiber_width_ch_1":8.48357,"inten_cooc_asm_ch_3":0.02277,"inten_cooc_asm_ch_4":0.07969,"inten_cooc_contrast_ch_3":15.85469,"inten_cooc_contrast_ch_4":3.5389,"inten_cooc_entropy_ch_3":6.77809,"inten_cooc_entropy_ch_4":5.50217,"inten_cooc_max_ch_3":0.12741,"inten_cooc_max_ch_4":0.27848,"kurt_inten_ch_1":0.04211,"kurt_inten_ch_3":0.95229,"kurt_inten_ch_4":-0.19542,"length_ch_1":35.99415,"neighbor_avg_dist_ch_1":204.92128,"neighbor_min_dist_ch_1":27.02935,"neighbor_var_dist_ch_1":110.96662,"perim_ch_1":86.4667,"shape_bfr_ch_1":0.60013,"shape_lwr_ch_1":2.72713,"shape_p_2_a_ch_1":2.01815,"skew_inten_ch_1":0.51703,"skew_inten_ch_3":1.17675,"skew_inten_ch_4":0.92581,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6603,"total_inten_ch_2":30306,"total_inten_ch_3":5569,"total_inten_ch_4":11037,"var_inten_ch_1":15.40797,"var_inten_ch_3":20.50429,"var_inten_ch_4":45.45046,"width_ch_1":13.19856}
{"case":"Test","class":"WS","angle_ch_1":40.7483,"area_ch_1":172,"avg_inten_ch_1":325.93333,"avg_inten_ch_2":653.60606,"avg_inten_ch_3":128.69091,"avg_inten_ch_4":346.85455,"convex_hull_area_ratio_ch_1":1.00583,"convex_hull_perim_ratio_ch_1":0.99264,"diff_inten_density_ch_1":92.56291,"diff_inten_density_ch_3":61.92715,"diff_inten_density_ch_4":145.70861,"entropy_inten_ch_1":6.99811,"entropy_inten_ch_3":6.80554,"entropy_inten_ch_4":7.11932,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.03973,"eq_ellipse_oblate_vol_ch_1":176.76933,"eq_ellipse_prolate_vol_ch_1":170.01531,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.3095,"fiber_align_2_ch_4":1.36219,"fiber_length_ch_1":12.3842,"fiber_width_ch_1":12.3842,"inten_cooc_asm_ch_3":0.00891,"inten_cooc_asm_ch_4":0.00916,"inten_cooc_contrast_ch_3":8.24834,"inten_cooc_contrast_ch_4":9.86755,"inten_cooc_entropy_ch_3":7.01633,"inten_cooc_entropy_ch_4":6.96739,"inten_cooc_max_ch_3":0.01987,"inten_cooc_max_ch_4":0.01987,"kurt_inten_ch_1":-0.19684,"kurt_inten_ch_3":-0.8608,"kurt_inten_ch_4":-0.40507,"length_ch_1":16.20494,"neighbor_avg_dist_ch_1":231.99326,"neighbor_min_dist_ch_1":15.92674,"neighbor_var_dist_ch_1":95.96952,"perim_ch_1":49.53679,"shape_bfr_ch_1":0.68694,"shape_lwr_ch_1":1.04301,"shape_p_2_a_ch_1":1.08628,"skew_inten_ch_1":-0.7026,"skew_inten_ch_3":0.1532,"skew_inten_ch_4":0.65117,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":53779,"total_inten_ch_2":107681,"total_inten_ch_3":21234,"total_inten_ch_4":57231,"var_inten_ch_1":115.00462,"var_inten_ch_3":70.91844,"var_inten_ch_4":184.69291,"width_ch_1":15.53666}
{"case":"Test","class":"WS","angle_ch_1":173.95783,"area_ch_1":177,"avg_inten_ch_1":260.05917,"avg_inten_ch_2":596.42012,"avg_inten_ch_3":123.84024,"avg_inten_ch_4":273.29586,"convex_hull_area_ratio_ch_1":1.01416,"convex_hull_perim_ratio_ch_1":0.98402,"diff_inten_density_ch_1":89.22654,"diff_inten_density_ch_3":47.81553,"diff_inten_density_ch_4":139.29126,"entropy_inten_ch_1":6.89624,"entropy_inten_ch_3":6.66089,"entropy_inten_ch_4":7.03245,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":1.08858,"eq_ellipse_oblate_vol_ch_1":187.49185,"eq_ellipse_prolate_vol_ch_1":172.23477,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.24497,"fiber_align_2_ch_4":1.54523,"fiber_length_ch_1":12.59624,"fiber_width_ch_1":12.59624,"inten_cooc_asm_ch_3":0.00817,"inten_cooc_asm_ch_4":0.00831,"inten_cooc_contrast_ch_3":12.88113,"inten_cooc_contrast_ch_4":17.40934,"inten_cooc_entropy_ch_3":7.17212,"inten_cooc_entropy_ch_4":7.14235,"inten_cooc_max_ch_3":0.01948,"inten_cooc_max_ch_4":0.01948,"kurt_inten_ch_1":0.2509,"kurt_inten_ch_3":-0.59831,"kurt_inten_ch_4":-0.82567,"length_ch_1":15.91843,"neighbor_avg_dist_ch_1":230.29355,"neighbor_min_dist_ch_1":15.92674,"neighbor_var_dist_ch_1":94.81307,"perim_ch_1":50.38495,"shape_bfr_ch_1":0.74684,"shape_lwr_ch_1":1.06833,"shape_p_2_a_ch_1":1.09196,"skew_inten_ch_1":-0.81606,"skew_inten_ch_3":-0.22448,"skew_inten_ch_4":0.10231,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":43950,"total_inten_ch_2":100627,"total_inten_ch_3":20929,"total_inten_ch_4":46187,"var_inten_ch_1":93.38827,"var_inten_ch_3":47.29366,"var_inten_ch_4":124.47531,"width_ch_1":14.90031}
{"case":"Test","class":"PS","angle_ch_1":179.80047,"area_ch_1":251,"avg_inten_ch_1":18.3375,"avg_inten_ch_2":5.72917,"avg_inten_ch_3":17.23333,"avg_inten_ch_4":1.55417,"convex_hull_area_ratio_ch_1":1.20039,"convex_hull_perim_ratio_ch_1":0.83106,"diff_inten_density_ch_1":28.61792,"diff_inten_density_ch_3":19.2217,"diff_inten_density_ch_4":5.38208,"entropy_inten_ch_1":5.31807,"entropy_inten_ch_3":5.08564,"entropy_inten_ch_4":2.2958,"eq_circ_diam_ch_1":17.89698,"eq_ellipse_lwr_ch_1":2.86642,"eq_ellipse_oblate_vol_ch_1":514.88228,"eq_ellipse_prolate_vol_ch_1":179.62587,"eq_sphere_area_ch_1":1006.2585,"eq_sphere_vol_ch_1":3001.49869,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":37.84863,"fiber_width_ch_1":7.1174,"inten_cooc_asm_ch_3":0.00612,"inten_cooc_asm_ch_4":0.12733,"inten_cooc_contrast_ch_3":32.70218,"inten_cooc_contrast_ch_4":8.83373,"inten_cooc_entropy_ch_3":7.55794,"inten_cooc_entropy_ch_4":4.17788,"inten_cooc_max_ch_3":0.01643,"inten_cooc_max_ch_4":0.34123,"kurt_inten_ch_1":0.11297,"kurt_inten_ch_3":-0.74864,"kurt_inten_ch_4":2.03356,"length_ch_1":29.70812,"neighbor_avg_dist_ch_1":218.26437,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":105.76881,"perim_ch_1":89.93206,"shape_bfr_ch_1":0.68587,"shape_lwr_ch_1":2.40625,"shape_p_2_a_ch_1":2.38916,"skew_inten_ch_1":0.6655,"skew_inten_ch_3":0.01143,"skew_inten_ch_4":1.61201,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":4401,"total_inten_ch_2":1136,"total_inten_ch_3":4136,"total_inten_ch_4":373,"var_inten_ch_1":12.41264,"var_inten_ch_3":9.8723,"var_inten_ch_4":2.30154,"width_ch_1":12.34625}
{"case":"Test","class":"WS","angle_ch_1":18.93642,"area_ch_1":495,"avg_inten_ch_1":16.05285,"avg_inten_ch_2":89.48203,"avg_inten_ch_3":13.7167,"avg_inten_ch_4":51.42706,"convex_hull_area_ratio_ch_1":1.19231,"convex_hull_perim_ratio_ch_1":0.82196,"diff_inten_density_ch_1":26.98404,"diff_inten_density_ch_3":15.06613,"diff_inten_density_ch_4":36.11745,"entropy_inten_ch_1":5.1892,"entropy_inten_ch_3":4.49385,"entropy_inten_ch_4":6.28119,"eq_circ_diam_ch_1":25.12493,"eq_ellipse_lwr_ch_1":1.50668,"eq_ellipse_oblate_vol_ch_1":1032.81927,"eq_ellipse_prolate_vol_ch_1":685.49168,"eq_sphere_area_ch_1":1983.1678,"eq_sphere_vol_ch_1":8304.49077,"fiber_align_2_ch_3":1.35525,"fiber_align_2_ch_4":1.45627,"fiber_length_ch_1":44.14773,"fiber_width_ch_1":11.72889,"inten_cooc_asm_ch_3":0.0896,"inten_cooc_asm_ch_4":0.01922,"inten_cooc_contrast_ch_3":9.94365,"inten_cooc_contrast_ch_4":9.56866,"inten_cooc_entropy_ch_3":5.71178,"inten_cooc_entropy_ch_4":6.96081,"inten_cooc_max_ch_3":0.29519,"inten_cooc_max_ch_4":0.11213,"kurt_inten_ch_1":-0.21921,"kurt_inten_ch_3":1.88483,"kurt_inten_ch_4":-0.76101,"length_ch_1":32.37446,"neighbor_avg_dist_ch_1":235.00621,"neighbor_min_dist_ch_1":38.43038,"neighbor_var_dist_ch_1":79.58161,"perim_ch_1":111.75324,"shape_bfr_ch_1":0.63182,"shape_lwr_ch_1":1.33567,"shape_p_2_a_ch_1":1.9193,"skew_inten_ch_1":0.59674,"skew_inten_ch_3":1.51738,"skew_inten_ch_4":0.42189,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":12,"total_inten_ch_1":7593,"total_inten_ch_2":41853,"total_inten_ch_3":6488,"total_inten_ch_4":24325,"var_inten_ch_1":11.79258,"var_inten_ch_3":17.92302,"var_inten_ch_4":42.83786,"width_ch_1":24.23834}
{"case":"Test","class":"WS","angle_ch_1":153.25243,"area_ch_1":384,"avg_inten_ch_1":17.74387,"avg_inten_ch_2":89.93188,"avg_inten_ch_3":20.44414,"avg_inten_ch_4":63.11172,"convex_hull_area_ratio_ch_1":1.16037,"convex_hull_perim_ratio_ch_1":0.86498,"diff_inten_density_ch_1":25.76036,"diff_inten_density_ch_3":18.23077,"diff_inten_density_ch_4":38.05917,"entropy_inten_ch_1":5.33497,"entropy_inten_ch_3":5.32042,"entropy_inten_ch_4":6.74039,"eq_circ_diam_ch_1":22.13132,"eq_ellipse_lwr_ch_1":1.755,"eq_ellipse_oblate_vol_ch_1":761.83203,"eq_ellipse_prolate_vol_ch_1":434.09229,"eq_sphere_area_ch_1":1538.73696,"eq_sphere_vol_ch_1":5675.71255,"fiber_align_2_ch_3":1.76242,"fiber_align_2_ch_4":1.65957,"fiber_length_ch_1":37.24447,"fiber_width_ch_1":10.79299,"inten_cooc_asm_ch_3":0.01228,"inten_cooc_asm_ch_4":0.00803,"inten_cooc_contrast_ch_3":18.13972,"inten_cooc_contrast_ch_4":12.33064,"inten_cooc_entropy_ch_3":7.30951,"inten_cooc_entropy_ch_4":7.4069,"inten_cooc_max_ch_3":0.08631,"inten_cooc_max_ch_4":0.04706,"kurt_inten_ch_1":0.14455,"kurt_inten_ch_3":-0.56812,"kurt_inten_ch_4":0.19184,"length_ch_1":31.13589,"neighbor_avg_dist_ch_1":220.15423,"neighbor_min_dist_ch_1":36.18265,"neighbor_var_dist_ch_1":73.85064,"perim_ch_1":96.07492,"shape_bfr_ch_1":0.6738,"shape_lwr_ch_1":1.69805,"shape_p_2_a_ch_1":1.82728,"skew_inten_ch_1":0.58682,"skew_inten_ch_3":0.40825,"skew_inten_ch_4":0.6757,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6512,"total_inten_ch_2":32639,"total_inten_ch_3":7503,"total_inten_ch_4":23162,"var_inten_ch_1":11.46656,"var_inten_ch_3":14.86658,"var_inten_ch_4":42.29642,"width_ch_1":18.33625}
{"case":"Test","class":"WS","angle_ch_1":13.66667,"area_ch_1":424,"avg_inten_ch_1":174.35556,"avg_inten_ch_2":389.42716,"avg_inten_ch_3":38.76296,"avg_inten_ch_4":126.7284,"convex_hull_area_ratio_ch_1":1.03846,"convex_hull_perim_ratio_ch_1":0.97252,"diff_inten_density_ch_1":67.25131,"diff_inten_density_ch_3":27.18848,"diff_inten_density_ch_4":84.14136,"entropy_inten_ch_1":7.38312,"entropy_inten_ch_3":5.24717,"entropy_inten_ch_4":5.99784,"eq_circ_diam_ch_1":23.24886,"eq_ellipse_lwr_ch_1":1.46517,"eq_ellipse_oblate_vol_ch_1":806.95329,"eq_ellipse_prolate_vol_ch_1":550.75668,"eq_sphere_area_ch_1":1698.06122,"eq_sphere_vol_ch_1":6579.66573,"fiber_align_2_ch_3":1.5247,"fiber_align_2_ch_4":1.53992,"fiber_length_ch_1":20.24908,"fiber_width_ch_1":20.24908,"inten_cooc_asm_ch_3":0.09539,"inten_cooc_asm_ch_4":0.0936,"inten_cooc_contrast_ch_3":4.30294,"inten_cooc_contrast_ch_4":3.94144,"inten_cooc_entropy_ch_3":5.51871,"inten_cooc_entropy_ch_4":5.55042,"inten_cooc_max_ch_3":0.30079,"inten_cooc_max_ch_4":0.30079,"kurt_inten_ch_1":-0.62539,"kurt_inten_ch_3":-0.35835,"kurt_inten_ch_4":-0.53155,"length_ch_1":28.28436,"neighbor_avg_dist_ch_1":334.72837,"neighbor_min_dist_ch_1":28.66667,"neighbor_var_dist_ch_1":130.46044,"perim_ch_1":80.99633,"shape_bfr_ch_1":0.75746,"shape_lwr_ch_1":1.42744,"shape_p_2_a_ch_1":1.19725,"skew_inten_ch_1":-0.56914,"skew_inten_ch_3":0.76536,"skew_inten_ch_4":0.81864,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":70614,"total_inten_ch_2":157314,"total_inten_ch_3":15699,"total_inten_ch_4":51325,"var_inten_ch_1":67.84403,"var_inten_ch_3":40.92973,"var_inten_ch_4":139.87506,"width_ch_1":19.81476}
{"case":"Train","class":"WS","angle_ch_1":109.41643,"area_ch_1":256,"avg_inten_ch_1":18.82857,"avg_inten_ch_2":126.93878,"avg_inten_ch_3":13.6,"avg_inten_ch_4":46.8,"convex_hull_area_ratio_ch_1":1.08187,"convex_hull_perim_ratio_ch_1":0.92046,"diff_inten_density_ch_1":28.02004,"diff_inten_density_ch_3":14.87082,"diff_inten_density_ch_4":32.6971,"entropy_inten_ch_1":5.38327,"entropy_inten_ch_3":4.15118,"entropy_inten_ch_4":6.19403,"eq_circ_diam_ch_1":18.08245,"eq_ellipse_lwr_ch_1":1.37875,"eq_ellipse_oblate_vol_ch_1":368.30965,"eq_ellipse_prolate_vol_ch_1":267.13344,"eq_sphere_area_ch_1":1027.22222,"eq_sphere_vol_ch_1":3095.78237,"fiber_align_2_ch_3":1.36424,"fiber_align_2_ch_4":1.48087,"fiber_length_ch_1":22.29743,"fiber_width_ch_1":12.05788,"inten_cooc_asm_ch_3":0.10816,"inten_cooc_asm_ch_4":0.00995,"inten_cooc_contrast_ch_3":6.16058,"inten_cooc_contrast_ch_4":10.59069,"inten_cooc_entropy_ch_3":5.04407,"inten_cooc_entropy_ch_4":7.1269,"inten_cooc_max_ch_3":0.31532,"inten_cooc_max_ch_4":0.05856,"kurt_inten_ch_1":-0.36469,"kurt_inten_ch_3":1.08333,"kurt_inten_ch_4":-0.62627,"length_ch_1":23.05547,"neighbor_avg_dist_ch_1":263.63451,"neighbor_min_dist_ch_1":38.43038,"neighbor_var_dist_ch_1":88.50411,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.63479,"shape_lwr_ch_1":1.31394,"shape_p_2_a_ch_1":1.39736,"skew_inten_ch_1":0.54674,"skew_inten_ch_3":1.43236,"skew_inten_ch_4":0.7038,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":4613,"total_inten_ch_2":30856,"total_inten_ch_3":3332,"total_inten_ch_4":11466,"var_inten_ch_1":13.92294,"var_inten_ch_3":18.64303,"var_inten_ch_4":40.33175,"width_ch_1":17.54686}
{"case":"Test","class":"PS","angle_ch_1":52.20545,"area_ch_1":236,"avg_inten_ch_1":18.19027,"avg_inten_ch_2":6.32743,"avg_inten_ch_3":17.0885,"avg_inten_ch_4":1.9115,"convex_hull_area_ratio_ch_1":1.29266,"convex_hull_perim_ratio_ch_1":0.80136,"diff_inten_density_ch_1":28.52041,"diff_inten_density_ch_3":16.91327,"diff_inten_density_ch_4":5.91837,"entropy_inten_ch_1":5.29339,"entropy_inten_ch_3":4.99378,"entropy_inten_ch_4":2.4237,"eq_circ_diam_ch_1":17.36715,"eq_ellipse_lwr_ch_1":3.37832,"eq_ellipse_oblate_vol_ch_1":510.78079,"eq_ellipse_prolate_vol_ch_1":151.19376,"eq_sphere_area_ch_1":947.56009,"eq_sphere_vol_ch_1":2742.73567,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":43.64276,"fiber_width_ch_1":5.80621,"inten_cooc_asm_ch_3":0.00548,"inten_cooc_asm_ch_4":0.10349,"inten_cooc_contrast_ch_3":38.77156,"inten_cooc_contrast_ch_4":11.70438,"inten_cooc_entropy_ch_3":7.73926,"inten_cooc_entropy_ch_4":4.51237,"inten_cooc_max_ch_3":0.02083,"inten_cooc_max_ch_4":0.295,"kurt_inten_ch_1":-0.00124,"kurt_inten_ch_3":-0.09821,"kurt_inten_ch_4":0.28766,"length_ch_1":34.75543,"neighbor_avg_dist_ch_1":204.26067,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":78.31229,"perim_ch_1":98.89793,"shape_bfr_ch_1":0.54533,"shape_lwr_ch_1":2.78074,"shape_p_2_a_ch_1":3.07155,"skew_inten_ch_1":0.63117,"skew_inten_ch_3":0.18604,"skew_inten_ch_4":1.21016,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":4111,"total_inten_ch_2":1205,"total_inten_ch_3":3862,"total_inten_ch_4":432,"var_inten_ch_1":12.26925,"var_inten_ch_3":9.36247,"var_inten_ch_4":2.57818,"width_ch_1":12.49863}
{"case":"Test","class":"PS","angle_ch_1":92.90146,"area_ch_1":187,"avg_inten_ch_1":40.24022,"avg_inten_ch_2":214.18994,"avg_inten_ch_3":44.19553,"avg_inten_ch_4":136.2514,"convex_hull_area_ratio_ch_1":1.03523,"convex_hull_perim_ratio_ch_1":0.9796,"diff_inten_density_ch_1":32.11585,"diff_inten_density_ch_3":25.60976,"diff_inten_density_ch_4":90.27439,"entropy_inten_ch_1":5.92934,"entropy_inten_ch_3":6.0553,"entropy_inten_ch_4":6.82164,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":1.53549,"eq_ellipse_oblate_vol_ch_1":242.73059,"eq_ellipse_prolate_vol_ch_1":158.08027,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.62599,"fiber_align_2_ch_4":1.73275,"fiber_length_ch_1":13.70788,"fiber_width_ch_1":13.70788,"inten_cooc_asm_ch_3":0.00955,"inten_cooc_asm_ch_4":0.00864,"inten_cooc_contrast_ch_3":16.4211,"inten_cooc_contrast_ch_4":16.47092,"inten_cooc_entropy_ch_3":7.23661,"inten_cooc_entropy_ch_4":7.14245,"inten_cooc_max_ch_3":0.06587,"inten_cooc_max_ch_4":0.03593,"kurt_inten_ch_1":-0.93068,"kurt_inten_ch_3":-0.58857,"kurt_inten_ch_4":6.77412,"length_ch_1":18.71589,"neighbor_avg_dist_ch_1":190.95527,"neighbor_min_dist_ch_1":23.90107,"neighbor_var_dist_ch_1":75.44312,"perim_ch_1":54.8315,"shape_bfr_ch_1":0.79684,"shape_lwr_ch_1":1.48764,"shape_p_2_a_ch_1":1.23712,"skew_inten_ch_1":-0.08284,"skew_inten_ch_3":0.08642,"skew_inten_ch_4":2.00188,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7203,"total_inten_ch_2":38162,"total_inten_ch_3":7911,"total_inten_ch_4":24389,"var_inten_ch_1":21.24513,"var_inten_ch_3":23.86205,"var_inten_ch_4":101.39529,"width_ch_1":12.58091}
{"case":"Train","class":"PS","angle_ch_1":104.27865,"area_ch_1":258,"avg_inten_ch_1":17.57085,"avg_inten_ch_2":125.36842,"avg_inten_ch_3":22.46154,"avg_inten_ch_4":71.20648,"convex_hull_area_ratio_ch_1":1.07573,"convex_hull_perim_ratio_ch_1":0.9313,"diff_inten_density_ch_1":27.87611,"diff_inten_density_ch_3":16.11947,"diff_inten_density_ch_4":36.18584,"entropy_inten_ch_1":5.18428,"entropy_inten_ch_3":5.48622,"entropy_inten_ch_4":6.62464,"eq_circ_diam_ch_1":18.15611,"eq_ellipse_lwr_ch_1":1.61605,"eq_ellipse_oblate_vol_ch_1":403.64053,"eq_ellipse_prolate_vol_ch_1":249.76938,"eq_sphere_area_ch_1":1035.60771,"eq_sphere_vol_ch_1":3133.76716,"fiber_align_2_ch_3":1.35942,"fiber_align_2_ch_4":1.24431,"fiber_length_ch_1":26.52856,"fiber_width_ch_1":10.17424,"inten_cooc_asm_ch_3":0.01303,"inten_cooc_asm_ch_4":0.00896,"inten_cooc_contrast_ch_3":9.40206,"inten_cooc_contrast_ch_4":10.30153,"inten_cooc_entropy_ch_3":6.95749,"inten_cooc_entropy_ch_4":7.14478,"inten_cooc_max_ch_3":0.07391,"inten_cooc_max_ch_4":0.03478,"kurt_inten_ch_1":-0.55626,"kurt_inten_ch_3":-0.51232,"kurt_inten_ch_4":-0.64716,"length_ch_1":26.3196,"neighbor_avg_dist_ch_1":231.15295,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":103.45812,"perim_ch_1":73.40559,"shape_bfr_ch_1":0.557,"shape_lwr_ch_1":1.49032,"shape_p_2_a_ch_1":1.58866,"skew_inten_ch_1":0.44309,"skew_inten_ch_3":0.55568,"skew_inten_ch_4":0.13723,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4340,"total_inten_ch_2":30720,"total_inten_ch_3":5548,"total_inten_ch_4":17588,"var_inten_ch_1":12.32497,"var_inten_ch_3":17.74714,"var_inten_ch_4":41.92853,"width_ch_1":17.66034}
{"case":"Train","class":"PS","angle_ch_1":77.99194,"area_ch_1":358,"avg_inten_ch_1":42.28363,"avg_inten_ch_2":218.13158,"avg_inten_ch_3":42.32164,"avg_inten_ch_4":67.54094,"convex_hull_area_ratio_ch_1":1.03783,"convex_hull_perim_ratio_ch_1":0.96127,"diff_inten_density_ch_1":43.30938,"diff_inten_density_ch_3":43.36563,"diff_inten_density_ch_4":56.04375,"entropy_inten_ch_1":6.13658,"entropy_inten_ch_3":5.87003,"entropy_inten_ch_4":5.9957,"eq_circ_diam_ch_1":21.36423,"eq_ellipse_lwr_ch_1":1.46821,"eq_ellipse_oblate_vol_ch_1":626.8373,"eq_ellipse_prolate_vol_ch_1":426.93974,"eq_sphere_area_ch_1":1433.91837,"eq_sphere_vol_ch_1":5105.76069,"fiber_align_2_ch_3":1.47896,"fiber_align_2_ch_4":1.46658,"fiber_length_ch_1":25.12696,"fiber_width_ch_1":14.61089,"inten_cooc_asm_ch_3":0.02498,"inten_cooc_asm_ch_4":0.04423,"inten_cooc_contrast_ch_3":11.84108,"inten_cooc_contrast_ch_4":8.08478,"inten_cooc_entropy_ch_3":6.79486,"inten_cooc_entropy_ch_4":6.36164,"inten_cooc_max_ch_3":0.14013,"inten_cooc_max_ch_4":0.19939,"kurt_inten_ch_1":-0.26179,"kurt_inten_ch_3":0.8095,"kurt_inten_ch_4":0.72868,"length_ch_1":27.80421,"neighbor_avg_dist_ch_1":213.94871,"neighbor_min_dist_ch_1":11.44654,"neighbor_var_dist_ch_1":105.15059,"perim_ch_1":79.47569,"shape_bfr_ch_1":0.66354,"shape_lwr_ch_1":1.43095,"shape_p_2_a_ch_1":1.36911,"skew_inten_ch_1":0.25652,"skew_inten_ch_3":1.07109,"skew_inten_ch_4":1.04545,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":14461,"total_inten_ch_2":74260,"total_inten_ch_3":14474,"total_inten_ch_4":23099,"var_inten_ch_1":20.95648,"var_inten_ch_3":42.31636,"var_inten_ch_4":66.96571,"width_ch_1":19.43055}
{"case":"Train","class":"PS","angle_ch_1":13.65997,"area_ch_1":158,"avg_inten_ch_1":31.4106,"avg_inten_ch_2":103.21192,"avg_inten_ch_3":41.49007,"avg_inten_ch_4":116.11921,"convex_hull_area_ratio_ch_1":1.37931,"convex_hull_perim_ratio_ch_1":0.89604,"diff_inten_density_ch_1":38.45038,"diff_inten_density_ch_3":37.64885,"diff_inten_density_ch_4":74.92366,"entropy_inten_ch_1":5.75626,"entropy_inten_ch_3":5.81435,"entropy_inten_ch_4":6.12138,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":1.47769,"eq_ellipse_oblate_vol_ch_1":184.4927,"eq_ellipse_prolate_vol_ch_1":124.85179,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.72451,"fiber_align_2_ch_4":1.5972,"fiber_length_ch_1":27.63249,"fiber_width_ch_1":6.05033,"inten_cooc_asm_ch_3":0.01232,"inten_cooc_asm_ch_4":0.02089,"inten_cooc_contrast_ch_3":11.91358,"inten_cooc_contrast_ch_4":6.1549,"inten_cooc_entropy_ch_3":6.79692,"inten_cooc_entropy_ch_4":6.48547,"inten_cooc_max_ch_3":0.06818,"inten_cooc_max_ch_4":0.11364,"kurt_inten_ch_1":-0.36591,"kurt_inten_ch_3":-0.27882,"kurt_inten_ch_4":-0.7074,"length_ch_1":20.56691,"neighbor_avg_dist_ch_1":228.97013,"neighbor_min_dist_ch_1":17.40476,"neighbor_var_dist_ch_1":112.56123,"perim_ch_1":67.36563,"shape_bfr_ch_1":0.44238,"shape_lwr_ch_1":1.18228,"shape_p_2_a_ch_1":2.16006,"skew_inten_ch_1":0.41808,"skew_inten_ch_3":0.88133,"skew_inten_ch_4":0.72588,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4743,"total_inten_ch_2":15435,"total_inten_ch_3":6265,"total_inten_ch_4":17534,"var_inten_ch_1":20.58588,"var_inten_ch_3":40.65309,"var_inten_ch_4":109.64361,"width_ch_1":17.39602}
{"case":"Test","class":"WS","angle_ch_1":23.07107,"area_ch_1":313,"avg_inten_ch_1":215.41137,"avg_inten_ch_2":569.91304,"avg_inten_ch_3":150.65217,"avg_inten_ch_4":378.61204,"convex_hull_area_ratio_ch_1":1.04026,"convex_hull_perim_ratio_ch_1":0.95766,"diff_inten_density_ch_1":73.8741,"diff_inten_density_ch_3":78.32014,"diff_inten_density_ch_4":191.55396,"entropy_inten_ch_1":7.46886,"entropy_inten_ch_3":6.81352,"entropy_inten_ch_4":7.54014,"eq_circ_diam_ch_1":19.97606,"eq_ellipse_lwr_ch_1":1.76246,"eq_ellipse_oblate_vol_ch_1":561.4198,"eq_ellipse_prolate_vol_ch_1":318.54364,"eq_sphere_area_ch_1":1253.63039,"eq_sphere_vol_ch_1":4173.76582,"fiber_align_2_ch_3":1.48763,"fiber_align_2_ch_4":1.46177,"fiber_length_ch_1":18.68085,"fiber_width_ch_1":17.42222,"inten_cooc_asm_ch_3":0.02206,"inten_cooc_asm_ch_4":0.01035,"inten_cooc_contrast_ch_3":4.81842,"inten_cooc_contrast_ch_4":5.87066,"inten_cooc_entropy_ch_3":6.54645,"inten_cooc_entropy_ch_4":7.08797,"inten_cooc_max_ch_3":0.12727,"inten_cooc_max_ch_4":0.05455,"kurt_inten_ch_1":-0.37086,"kurt_inten_ch_3":-0.42095,"kurt_inten_ch_4":-0.44433,"length_ch_1":26.61822,"neighbor_avg_dist_ch_1":314.13105,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":126.52233,"perim_ch_1":72.20612,"shape_bfr_ch_1":0.761,"shape_lwr_ch_1":1.72041,"shape_p_2_a_ch_1":1.27478,"skew_inten_ch_1":0.2755,"skew_inten_ch_3":0.77003,"skew_inten_ch_4":0.68399,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":64408,"total_inten_ch_2":170106,"total_inten_ch_3":45045,"total_inten_ch_4":113205,"var_inten_ch_1":100.07556,"var_inten_ch_3":138.20391,"var_inten_ch_4":304.33879,"width_ch_1":15.472}
{"case":"Train","class":"WS","angle_ch_1":106.84437,"area_ch_1":315,"avg_inten_ch_1":294.76744,"avg_inten_ch_2":492.73422,"avg_inten_ch_3":193.43522,"avg_inten_ch_4":400.45183,"convex_hull_area_ratio_ch_1":1.01452,"convex_hull_perim_ratio_ch_1":0.97754,"diff_inten_density_ch_1":154.57801,"diff_inten_density_ch_3":100.3156,"diff_inten_density_ch_4":237.4078,"entropy_inten_ch_1":7.40263,"entropy_inten_ch_3":6.76103,"entropy_inten_ch_4":7.56094,"eq_circ_diam_ch_1":20.04276,"eq_ellipse_lwr_ch_1":1.01665,"eq_ellipse_oblate_vol_ch_1":430.68168,"eq_ellipse_prolate_vol_ch_1":423.6295,"eq_sphere_area_ch_1":1262.01587,"eq_sphere_vol_ch_1":4215.71302,"fiber_align_2_ch_3":1.27358,"fiber_align_2_ch_4":1.01897,"fiber_length_ch_1":16.75358,"fiber_width_ch_1":16.75358,"inten_cooc_asm_ch_3":0.03316,"inten_cooc_asm_ch_4":0.00949,"inten_cooc_contrast_ch_3":5.69681,"inten_cooc_contrast_ch_4":8.22518,"inten_cooc_entropy_ch_3":6.39015,"inten_cooc_entropy_ch_4":7.16184,"inten_cooc_max_ch_3":0.16312,"inten_cooc_max_ch_4":0.0461,"kurt_inten_ch_1":38.97428,"kurt_inten_ch_3":-1.19025,"kurt_inten_ch_4":-1.33288,"length_ch_1":21.28784,"neighbor_avg_dist_ch_1":288.19734,"neighbor_min_dist_ch_1":49.92581,"neighbor_var_dist_ch_1":119.63999,"perim_ch_1":67.01432,"shape_bfr_ch_1":0.71617,"shape_lwr_ch_1":1.02867,"shape_p_2_a_ch_1":1.09982,"skew_inten_ch_1":5.27422,"skew_inten_ch_3":0.17713,"skew_inten_ch_4":0.22391,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":88725,"total_inten_ch_2":148013,"total_inten_ch_3":58224,"total_inten_ch_4":120536,"var_inten_ch_1":201.36869,"var_inten_ch_3":152.3121,"var_inten_ch_4":305.58283,"width_ch_1":20.69449}
{"case":"Test","class":"PS","angle_ch_1":93.59114,"area_ch_1":762,"avg_inten_ch_1":35.64099,"avg_inten_ch_2":164.71939,"avg_inten_ch_3":77.5227,"avg_inten_ch_4":213.11004,"convex_hull_area_ratio_ch_1":1.20266,"convex_hull_perim_ratio_ch_1":0.84871,"diff_inten_density_ch_1":35.00584,"diff_inten_density_ch_3":54.41065,"diff_inten_density_ch_4":121.67104,"entropy_inten_ch_1":6.2492,"entropy_inten_ch_3":7.02757,"entropy_inten_ch_4":7.24079,"eq_circ_diam_ch_1":31.14881,"eq_ellipse_lwr_ch_1":1.87158,"eq_ellipse_oblate_vol_ch_1":2193.44834,"eq_ellipse_prolate_vol_ch_1":1171.97656,"eq_sphere_area_ch_1":3048.12472,"eq_sphere_vol_ch_1":15824.24186,"fiber_align_2_ch_3":1.45496,"fiber_align_2_ch_4":1.41504,"fiber_length_ch_1":55.03983,"fiber_width_ch_1":14.30691,"inten_cooc_asm_ch_3":0.01388,"inten_cooc_asm_ch_4":0.0387,"inten_cooc_contrast_ch_3":7.77673,"inten_cooc_contrast_ch_4":3.78939,"inten_cooc_entropy_ch_3":7.09621,"inten_cooc_entropy_ch_4":6.23332,"inten_cooc_max_ch_3":0.08333,"inten_cooc_max_ch_4":0.17904,"kurt_inten_ch_1":0.2307,"kurt_inten_ch_3":5.19309,"kurt_inten_ch_4":2.78682,"length_ch_1":43.93737,"neighbor_avg_dist_ch_1":213.47308,"neighbor_min_dist_ch_1":46.97267,"neighbor_var_dist_ch_1":127.92813,"perim_ch_1":138.69347,"shape_bfr_ch_1":0.60349,"shape_lwr_ch_1":1.52886,"shape_p_2_a_ch_1":1.94391,"skew_inten_ch_1":0.66893,"skew_inten_ch_3":1.93615,"skew_inten_ch_4":1.62994,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":13,"total_inten_ch_1":25911,"total_inten_ch_2":119025,"total_inten_ch_3":56359,"total_inten_ch_4":154931,"var_inten_ch_1":21.19878,"var_inten_ch_3":81.75839,"var_inten_ch_4":245.12204,"width_ch_1":28.73863}
{"case":"Test","class":"PS","angle_ch_1":33.45847,"area_ch_1":157,"avg_inten_ch_1":114.24,"avg_inten_ch_2":37.86,"avg_inten_ch_3":268.56,"avg_inten_ch_4":189.14667,"convex_hull_area_ratio_ch_1":1.13836,"convex_hull_perim_ratio_ch_1":0.87485,"diff_inten_density_ch_1":85.9434,"diff_inten_density_ch_3":202.32075,"diff_inten_density_ch_4":97.91321,"entropy_inten_ch_1":6.72869,"entropy_inten_ch_3":6.94202,"entropy_inten_ch_4":4.86165,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.21497,"eq_ellipse_oblate_vol_ch_1":165.63055,"eq_ellipse_prolate_vol_ch_1":136.32529,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.06928,"fiber_align_2_ch_4":1.22648,"fiber_length_ch_1":22.20681,"fiber_width_ch_1":7.50497,"inten_cooc_asm_ch_3":0.00854,"inten_cooc_asm_ch_4":0.11087,"inten_cooc_contrast_ch_3":13.62564,"inten_cooc_contrast_ch_4":2.87293,"inten_cooc_entropy_ch_3":7.08482,"inten_cooc_entropy_ch_4":5.02834,"inten_cooc_max_ch_3":0.02308,"inten_cooc_max_ch_4":0.32593,"kurt_inten_ch_1":0.1924,"kurt_inten_ch_3":0.92911,"kurt_inten_ch_4":-1.4208,"length_ch_1":18.16715,"neighbor_avg_dist_ch_1":223.04538,"neighbor_min_dist_ch_1":30.78246,"neighbor_var_dist_ch_1":95.19197,"perim_ch_1":59.42357,"shape_bfr_ch_1":0.5651,"shape_lwr_ch_1":1.18623,"shape_p_2_a_ch_1":1.68605,"skew_inten_ch_1":0.84802,"skew_inten_ch_3":0.96814,"skew_inten_ch_4":0.3946,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":17136,"total_inten_ch_2":5530,"total_inten_ch_3":40284,"total_inten_ch_4":28372,"var_inten_ch_1":81.90667,"var_inten_ch_3":196.30678,"var_inten_ch_4":195.61872,"width_ch_1":15.31501}
{"case":"Test","class":"PS","angle_ch_1":80.55483,"area_ch_1":1060,"avg_inten_ch_1":59.30534,"avg_inten_ch_2":39.70751,"avg_inten_ch_3":29.93478,"avg_inten_ch_4":22.59091,"convex_hull_area_ratio_ch_1":1.07376,"convex_hull_perim_ratio_ch_1":0.91906,"diff_inten_density_ch_1":48.81276,"diff_inten_density_ch_3":30.71193,"diff_inten_density_ch_4":23.72737,"entropy_inten_ch_1":6.77194,"entropy_inten_ch_3":6.02445,"entropy_inten_ch_4":5.45242,"eq_circ_diam_ch_1":36.7506,"eq_ellipse_lwr_ch_1":1.16764,"eq_ellipse_oblate_vol_ch_1":2845.42789,"eq_ellipse_prolate_vol_ch_1":2436.89633,"eq_sphere_area_ch_1":4243.05669,"eq_sphere_vol_ch_1":25989.14933,"fiber_align_2_ch_3":1.25124,"fiber_align_2_ch_4":1.00413,"fiber_length_ch_1":41.93643,"fiber_width_ch_1":25.83821,"inten_cooc_asm_ch_3":0.00646,"inten_cooc_asm_ch_4":0.02339,"inten_cooc_contrast_ch_3":23.04642,"inten_cooc_contrast_ch_4":13.15227,"inten_cooc_entropy_ch_3":7.85987,"inten_cooc_entropy_ch_4":6.83385,"inten_cooc_max_ch_3":0.04513,"inten_cooc_max_ch_4":0.13003,"kurt_inten_ch_1":-0.19687,"kurt_inten_ch_3":-0.00813,"kurt_inten_ch_4":0.51756,"length_ch_1":40.56334,"neighbor_avg_dist_ch_1":288.23877,"neighbor_min_dist_ch_1":38.25268,"neighbor_var_dist_ch_1":121.3061,"perim_ch_1":135.54928,"shape_bfr_ch_1":0.74692,"shape_lwr_ch_1":1.15857,"shape_p_2_a_ch_1":1.34936,"skew_inten_ch_1":0.65467,"skew_inten_ch_3":0.67986,"skew_inten_ch_4":1.13054,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":26,"total_inten_ch_1":60017,"total_inten_ch_2":39173,"total_inten_ch_3":30294,"total_inten_ch_4":22862,"var_inten_ch_1":47.88884,"var_inten_ch_3":23.31528,"var_inten_ch_4":24.77289,"width_ch_1":35.01152}
{"case":"Train","class":"WS","angle_ch_1":84.65404,"area_ch_1":246,"avg_inten_ch_1":582.79574,"avg_inten_ch_2":245.34468,"avg_inten_ch_3":86.4,"avg_inten_ch_4":65.88085,"convex_hull_area_ratio_ch_1":1.03854,"convex_hull_perim_ratio_ch_1":0.96983,"diff_inten_density_ch_1":200.11778,"diff_inten_density_ch_3":72.5612,"diff_inten_density_ch_4":35.61894,"entropy_inten_ch_1":7.63501,"entropy_inten_ch_3":5.63288,"entropy_inten_ch_4":6.0844,"eq_circ_diam_ch_1":17.70958,"eq_ellipse_lwr_ch_1":1.26265,"eq_ellipse_oblate_vol_ch_1":331.10369,"eq_ellipse_prolate_vol_ch_1":262.23018,"eq_sphere_area_ch_1":985.29478,"eq_sphere_vol_ch_1":2908.19209,"fiber_align_2_ch_3":1.58484,"fiber_align_2_ch_4":1.35377,"fiber_length_ch_1":15.49201,"fiber_width_ch_1":15.49201,"inten_cooc_asm_ch_3":0.07645,"inten_cooc_asm_ch_4":0.03262,"inten_cooc_contrast_ch_3":6.11459,"inten_cooc_contrast_ch_4":6.52739,"inten_cooc_entropy_ch_3":5.80139,"inten_cooc_entropy_ch_4":6.44943,"inten_cooc_max_ch_3":0.26606,"inten_cooc_max_ch_4":0.16972,"kurt_inten_ch_1":-0.94838,"kurt_inten_ch_3":1.2875,"kurt_inten_ch_4":-0.18098,"length_ch_1":20.86406,"neighbor_avg_dist_ch_1":301.17513,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":121.8609,"perim_ch_1":61.96803,"shape_bfr_ch_1":0.67387,"shape_lwr_ch_1":1.19088,"shape_p_2_a_ch_1":1.18268,"skew_inten_ch_1":0.07636,"skew_inten_ch_3":1.42526,"skew_inten_ch_4":0.56428,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":136957,"total_inten_ch_2":57422,"total_inten_ch_3":20304,"total_inten_ch_4":15482,"var_inten_ch_1":307.29619,"var_inten_ch_3":110.35152,"var_inten_ch_4":52.98682,"width_ch_1":17.51983}
{"case":"Test","class":"PS","angle_ch_1":139.43582,"area_ch_1":178,"avg_inten_ch_1":25.51765,"avg_inten_ch_2":2.25294,"avg_inten_ch_3":65.77647,"avg_inten_ch_4":7.82941,"convex_hull_area_ratio_ch_1":1.51359,"convex_hull_perim_ratio_ch_1":0.81884,"diff_inten_density_ch_1":38.41667,"diff_inten_density_ch_3":58.67361,"diff_inten_density_ch_4":12.88194,"entropy_inten_ch_1":5.61861,"entropy_inten_ch_3":6.55166,"entropy_inten_ch_4":2.60613,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":2.68378,"eq_ellipse_oblate_vol_ch_1":297.0083,"eq_ellipse_prolate_vol_ch_1":110.6678,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.47964,"fiber_align_2_ch_4":1.73184,"fiber_length_ch_1":39.19751,"fiber_width_ch_1":4.92037,"inten_cooc_asm_ch_3":0.0071,"inten_cooc_asm_ch_4":0.35821,"inten_cooc_contrast_ch_3":25.30289,"inten_cooc_contrast_ch_4":3.11206,"inten_cooc_entropy_ch_3":7.34135,"inten_cooc_entropy_ch_4":3.07268,"inten_cooc_max_ch_3":0.02069,"inten_cooc_max_ch_4":0.6014,"kurt_inten_ch_1":-0.32502,"kurt_inten_ch_3":0.66252,"kurt_inten_ch_4":3.16084,"length_ch_1":27.86924,"neighbor_avg_dist_ch_1":288.79749,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":131.57017,"perim_ch_1":88.23576,"shape_bfr_ch_1":0.4296,"shape_lwr_ch_1":1.8725,"shape_p_2_a_ch_1":3.21233,"skew_inten_ch_1":0.50487,"skew_inten_ch_3":0.89027,"skew_inten_ch_4":1.97444,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":4338,"total_inten_ch_2":214,"total_inten_ch_3":11182,"total_inten_ch_4":1331,"var_inten_ch_1":17.7314,"var_inten_ch_3":41.05287,"var_inten_ch_4":14.40058,"width_ch_1":14.88341}
{"case":"Train","class":"WS","angle_ch_1":123.79387,"area_ch_1":223,"avg_inten_ch_1":375.04695,"avg_inten_ch_2":293.1831,"avg_inten_ch_3":112.10329,"avg_inten_ch_4":464.5446,"convex_hull_area_ratio_ch_1":1.01126,"convex_hull_perim_ratio_ch_1":0.98582,"diff_inten_density_ch_1":124.29771,"diff_inten_density_ch_3":78.97455,"diff_inten_density_ch_4":281.83461,"entropy_inten_ch_1":7.50227,"entropy_inten_ch_3":5.41355,"entropy_inten_ch_4":6.76626,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":1.11527,"eq_ellipse_oblate_vol_ch_1":268.52277,"eq_ellipse_prolate_vol_ch_1":240.76912,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":1.332,"fiber_align_2_ch_4":1.29897,"fiber_length_ch_1":14.19406,"fiber_width_ch_1":14.19406,"inten_cooc_asm_ch_3":0.08574,"inten_cooc_asm_ch_4":0.02547,"inten_cooc_contrast_ch_3":4.46716,"inten_cooc_contrast_ch_4":8.88333,"inten_cooc_entropy_ch_3":5.37585,"inten_cooc_entropy_ch_4":6.57846,"inten_cooc_max_ch_3":0.28934,"inten_cooc_max_ch_4":0.13706,"kurt_inten_ch_1":-0.76552,"kurt_inten_ch_3":7.54997,"kurt_inten_ch_4":-1.20162,"length_ch_1":18.73834,"neighbor_avg_dist_ch_1":249.16449,"neighbor_min_dist_ch_1":38.55292,"neighbor_var_dist_ch_1":114.02213,"perim_ch_1":56.77622,"shape_bfr_ch_1":0.69936,"shape_lwr_ch_1":1.09988,"shape_p_2_a_ch_1":1.10237,"skew_inten_ch_1":-0.12317,"skew_inten_ch_3":2.51423,"skew_inten_ch_4":0.20049,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":79885,"total_inten_ch_2":62236,"total_inten_ch_3":23878,"total_inten_ch_4":98948,"var_inten_ch_1":164.78088,"var_inten_ch_3":179.79158,"var_inten_ch_4":363.49987,"width_ch_1":17.03668}
{"case":"Test","class":"WS","angle_ch_1":140.98212,"area_ch_1":193,"avg_inten_ch_1":65.08108,"avg_inten_ch_2":345.80541,"avg_inten_ch_3":16.32432,"avg_inten_ch_4":18.25946,"convex_hull_area_ratio_ch_1":1.04493,"convex_hull_perim_ratio_ch_1":0.95224,"diff_inten_density_ch_1":50.89286,"diff_inten_density_ch_3":18.25,"diff_inten_density_ch_4":20.29167,"entropy_inten_ch_1":6.49985,"entropy_inten_ch_3":3.22627,"entropy_inten_ch_4":3.26521,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":1.52582,"eq_ellipse_oblate_vol_ch_1":254.2323,"eq_ellipse_prolate_vol_ch_1":166.62016,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.80712,"fiber_align_2_ch_4":1.5923,"fiber_length_ch_1":14.89833,"fiber_width_ch_1":13.70182,"inten_cooc_asm_ch_3":0.30882,"inten_cooc_asm_ch_4":0.29605,"inten_cooc_contrast_ch_3":2.46131,"inten_cooc_contrast_ch_4":2.6131,"inten_cooc_entropy_ch_3":3.44706,"inten_cooc_entropy_ch_4":3.52945,"inten_cooc_max_ch_3":0.55357,"inten_cooc_max_ch_4":0.55357,"kurt_inten_ch_1":-0.54297,"kurt_inten_ch_3":1.09071,"kurt_inten_ch_4":0.79683,"length_ch_1":20.4618,"neighbor_avg_dist_ch_1":252.09857,"neighbor_min_dist_ch_1":24.09761,"neighbor_var_dist_ch_1":118.18859,"perim_ch_1":57.2003,"shape_bfr_ch_1":0.63806,"shape_lwr_ch_1":1.37765,"shape_p_2_a_ch_1":1.27546,"skew_inten_ch_1":0.25557,"skew_inten_ch_3":1.47095,"skew_inten_ch_4":1.45625,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":12040,"total_inten_ch_2":63790,"total_inten_ch_3":3020,"total_inten_ch_4":3378,"var_inten_ch_1":34.30797,"var_inten_ch_3":25.60622,"var_inten_ch_4":28.73303,"width_ch_1":14.8527}
{"case":"Test","class":"WS","angle_ch_1":135.45161,"area_ch_1":343,"avg_inten_ch_1":100.47866,"avg_inten_ch_2":288.82622,"avg_inten_ch_3":161.27134,"avg_inten_ch_4":423.7622,"convex_hull_area_ratio_ch_1":1.04164,"convex_hull_perim_ratio_ch_1":0.94748,"diff_inten_density_ch_1":76.70867,"diff_inten_density_ch_3":131.20622,"diff_inten_density_ch_4":303.50409,"entropy_inten_ch_1":7.2632,"entropy_inten_ch_3":6.75522,"entropy_inten_ch_4":4.4328,"eq_circ_diam_ch_1":20.92238,"eq_ellipse_lwr_ch_1":1.19661,"eq_ellipse_oblate_vol_ch_1":531.50713,"eq_ellipse_prolate_vol_ch_1":444.17646,"eq_sphere_area_ch_1":1375.21995,"eq_sphere_vol_ch_1":4795.47975,"fiber_align_2_ch_3":1.48645,"fiber_align_2_ch_4":1.03126,"fiber_length_ch_1":18.58163,"fiber_width_ch_1":18.58163,"inten_cooc_asm_ch_3":0.02445,"inten_cooc_asm_ch_4":0.20025,"inten_cooc_contrast_ch_3":8.5185,"inten_cooc_contrast_ch_4":1.64481,"inten_cooc_entropy_ch_3":6.69042,"inten_cooc_entropy_ch_4":4.12888,"inten_cooc_max_ch_3":0.13399,"inten_cooc_max_ch_4":0.4459,"kurt_inten_ch_1":1.2014,"kurt_inten_ch_3":2.76509,"kurt_inten_ch_4":1.57356,"length_ch_1":23.21109,"neighbor_avg_dist_ch_1":222.0228,"neighbor_min_dist_ch_1":31.08742,"neighbor_var_dist_ch_1":92.26016,"perim_ch_1":74.3265,"shape_bfr_ch_1":0.75671,"shape_lwr_ch_1":1.18579,"shape_p_2_a_ch_1":1.22544,"skew_inten_ch_1":1.13684,"skew_inten_ch_3":1.51109,"skew_inten_ch_4":1.66151,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":32957,"total_inten_ch_2":94408,"total_inten_ch_3":52897,"total_inten_ch_4":138994,"var_inten_ch_1":77.63945,"var_inten_ch_3":173.26496,"var_inten_ch_4":702.22622,"width_ch_1":19.57437}
{"case":"Test","class":"PS","angle_ch_1":9.62234,"area_ch_1":226,"avg_inten_ch_1":30.20833,"avg_inten_ch_2":40.2963,"avg_inten_ch_3":64.25463,"avg_inten_ch_4":106.97685,"convex_hull_area_ratio_ch_1":1.5398,"convex_hull_perim_ratio_ch_1":0.82807,"diff_inten_density_ch_1":38.45067,"diff_inten_density_ch_3":41.16,"diff_inten_density_ch_4":61.47467,"entropy_inten_ch_1":5.8494,"entropy_inten_ch_3":6.43329,"entropy_inten_ch_4":6.4436,"eq_circ_diam_ch_1":16.97857,"eq_ellipse_lwr_ch_1":2.54746,"eq_ellipse_oblate_vol_ch_1":414.43458,"eq_ellipse_prolate_vol_ch_1":162.68532,"eq_sphere_area_ch_1":905.63265,"eq_sphere_vol_ch_1":2562.72451,"fiber_align_2_ch_3":1.42549,"fiber_align_2_ch_4":1.68951,"fiber_length_ch_1":43.01439,"fiber_width_ch_1":5.58642,"inten_cooc_asm_ch_3":0.01176,"inten_cooc_asm_ch_4":0.01395,"inten_cooc_contrast_ch_3":10.71754,"inten_cooc_contrast_ch_4":6.99697,"inten_cooc_entropy_ch_3":7.0324,"inten_cooc_entropy_ch_4":6.77017,"inten_cooc_max_ch_3":0.06952,"inten_cooc_max_ch_4":0.09043,"kurt_inten_ch_1":-0.49189,"kurt_inten_ch_3":0.41774,"kurt_inten_ch_4":-1.29159,"length_ch_1":30.48808,"neighbor_avg_dist_ch_1":214.1081,"neighbor_min_dist_ch_1":27.47169,"neighbor_var_dist_ch_1":97.34752,"perim_ch_1":97.20163,"shape_bfr_ch_1":0.42849,"shape_lwr_ch_1":1.75916,"shape_p_2_a_ch_1":3.12887,"skew_inten_ch_1":0.51871,"skew_inten_ch_3":0.79045,"skew_inten_ch_4":0.16387,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6525,"total_inten_ch_2":8489,"total_inten_ch_3":13879,"total_inten_ch_4":23107,"var_inten_ch_1":20.16892,"var_inten_ch_3":48.5774,"var_inten_ch_4":80.67455,"width_ch_1":17.33103}
{"case":"Test","class":"PS","angle_ch_1":163.9498,"area_ch_1":276,"avg_inten_ch_1":110.94318,"avg_inten_ch_2":436.82955,"avg_inten_ch_3":192.90152,"avg_inten_ch_4":317.24242,"convex_hull_area_ratio_ch_1":1.07482,"convex_hull_perim_ratio_ch_1":0.96721,"diff_inten_density_ch_1":69.70782,"diff_inten_density_ch_3":118.82716,"diff_inten_density_ch_4":198.40741,"entropy_inten_ch_1":7.04203,"entropy_inten_ch_3":7.41169,"entropy_inten_ch_4":7.08887,"eq_circ_diam_ch_1":18.77051,"eq_ellipse_lwr_ch_1":2.56936,"eq_ellipse_oblate_vol_ch_1":562.39315,"eq_ellipse_prolate_vol_ch_1":218.88443,"eq_sphere_area_ch_1":1106.88435,"eq_sphere_vol_ch_1":3462.79822,"fiber_align_2_ch_3":1.72769,"fiber_align_2_ch_4":1.47094,"fiber_length_ch_1":25.92402,"fiber_width_ch_1":11.07864,"inten_cooc_asm_ch_3":0.00904,"inten_cooc_asm_ch_4":0.01288,"inten_cooc_contrast_ch_3":10.2391,"inten_cooc_contrast_ch_4":9.23893,"inten_cooc_entropy_ch_3":7.13508,"inten_cooc_entropy_ch_4":6.95262,"inten_cooc_max_ch_3":0.036,"inten_cooc_max_ch_4":0.088,"kurt_inten_ch_1":0.8849,"kurt_inten_ch_3":1.41751,"kurt_inten_ch_4":-0.24075,"length_ch_1":30.37986,"neighbor_avg_dist_ch_1":246.53835,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":120.81655,"perim_ch_1":74.00533,"shape_bfr_ch_1":0.67514,"shape_lwr_ch_1":2.25177,"shape_p_2_a_ch_1":1.51749,"skew_inten_ch_1":0.86268,"skew_inten_ch_3":1.1168,"skew_inten_ch_4":0.56981,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":29289,"total_inten_ch_2":115060,"total_inten_ch_3":50926,"total_inten_ch_4":83752,"var_inten_ch_1":62.64106,"var_inten_ch_3":145.43312,"var_inten_ch_4":237.71377,"width_ch_1":13.49156}
{"case":"Train","class":"WS","angle_ch_1":84.39607,"area_ch_1":809,"avg_inten_ch_1":31.04145,"avg_inten_ch_2":102.80181,"avg_inten_ch_3":40.73834,"avg_inten_ch_4":202.98316,"convex_hull_area_ratio_ch_1":1.58253,"convex_hull_perim_ratio_ch_1":0.86844,"diff_inten_density_ch_1":42.70035,"diff_inten_density_ch_3":26.15122,"diff_inten_density_ch_4":111.2885,"entropy_inten_ch_1":6.08186,"entropy_inten_ch_3":6.2269,"entropy_inten_ch_4":7.28834,"eq_circ_diam_ch_1":32.09836,"eq_ellipse_lwr_ch_1":2.8962,"eq_ellipse_oblate_vol_ch_1":2985.80679,"eq_ellipse_prolate_vol_ch_1":1030.93979,"eq_sphere_area_ch_1":3236.79819,"eq_sphere_vol_ch_1":17315.98681,"fiber_align_2_ch_3":1.01131,"fiber_align_2_ch_4":1.36665,"fiber_length_ch_1":82.82722,"fiber_width_ch_1":10.13989,"inten_cooc_asm_ch_3":0.0211,"inten_cooc_asm_ch_4":0.03656,"inten_cooc_contrast_ch_3":7.65326,"inten_cooc_contrast_ch_4":4.8064,"inten_cooc_entropy_ch_3":6.94003,"inten_cooc_entropy_ch_4":6.36199,"inten_cooc_max_ch_3":0.12465,"inten_cooc_max_ch_4":0.17558,"kurt_inten_ch_1":-0.13931,"kurt_inten_ch_3":0.44948,"kurt_inten_ch_4":0.22748,"length_ch_1":66.9294,"neighbor_avg_dist_ch_1":249.17773,"neighbor_min_dist_ch_1":28.11285,"neighbor_var_dist_ch_1":110.46313,"perim_ch_1":185.93422,"shape_bfr_ch_1":0.44628,"shape_lwr_ch_1":2.47048,"shape_p_2_a_ch_1":3.27567,"skew_inten_ch_1":0.5253,"skew_inten_ch_3":0.81249,"skew_inten_ch_4":0.99102,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":11,"total_inten_ch_1":23964,"total_inten_ch_2":78592,"total_inten_ch_3":31450,"total_inten_ch_4":156703,"var_inten_ch_1":20.44349,"var_inten_ch_3":34.46428,"var_inten_ch_4":207.72764,"width_ch_1":27.09168}
{"case":"Train","class":"PS","angle_ch_1":167.93105,"area_ch_1":439,"avg_inten_ch_1":236.22912,"avg_inten_ch_2":414.35084,"avg_inten_ch_3":130.43198,"avg_inten_ch_4":557.7327,"convex_hull_area_ratio_ch_1":1.05876,"convex_hull_perim_ratio_ch_1":0.9501,"diff_inten_density_ch_1":97.554,"diff_inten_density_ch_3":70.40025,"diff_inten_density_ch_4":289.43964,"entropy_inten_ch_1":7.97607,"entropy_inten_ch_3":5.96496,"entropy_inten_ch_4":7.40686,"eq_circ_diam_ch_1":23.64728,"eq_ellipse_lwr_ch_1":1.37619,"eq_ellipse_oblate_vol_ch_1":822.96577,"eq_ellipse_prolate_vol_ch_1":598.00305,"eq_sphere_area_ch_1":1756.75964,"eq_sphere_vol_ch_1":6923.76518,"fiber_align_2_ch_3":1.12368,"fiber_align_2_ch_4":1.378,"fiber_length_ch_1":25.07933,"fiber_width_ch_1":18.13895,"inten_cooc_asm_ch_3":0.09154,"inten_cooc_asm_ch_4":0.02453,"inten_cooc_contrast_ch_3":3.24927,"inten_cooc_contrast_ch_4":7.096,"inten_cooc_entropy_ch_3":5.49107,"inten_cooc_entropy_ch_4":6.74025,"inten_cooc_max_ch_3":0.29219,"inten_cooc_max_ch_4":0.1359,"kurt_inten_ch_1":-0.94913,"kurt_inten_ch_3":2.49568,"kurt_inten_ch_4":-0.79503,"length_ch_1":30.96082,"neighbor_avg_dist_ch_1":279.4402,"neighbor_min_dist_ch_1":29.97158,"neighbor_var_dist_ch_1":108.96735,"perim_ch_1":86.43656,"shape_bfr_ch_1":0.62981,"shape_lwr_ch_1":1.37462,"shape_p_2_a_ch_1":1.30694,"skew_inten_ch_1":0.4176,"skew_inten_ch_3":1.53469,"skew_inten_ch_4":0.28279,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":98980,"total_inten_ch_2":173195,"total_inten_ch_3":54651,"total_inten_ch_4":233690,"var_inten_ch_1":149.6344,"var_inten_ch_3":150.46884,"var_inten_ch_4":426.98432,"width_ch_1":22.52325}
{"case":"Test","class":"WS","angle_ch_1":139.6537,"area_ch_1":645,"avg_inten_ch_1":65.54545,"avg_inten_ch_2":1.91558,"avg_inten_ch_3":162.53571,"avg_inten_ch_4":97.36201,"convex_hull_area_ratio_ch_1":2.52018,"convex_hull_perim_ratio_ch_1":0.66117,"diff_inten_density_ch_1":60.64954,"diff_inten_density_ch_3":118.89541,"diff_inten_density_ch_4":62.57615,"entropy_inten_ch_1":7.07245,"entropy_inten_ch_3":7.91036,"entropy_inten_ch_4":5.1079,"eq_circ_diam_ch_1":28.67244,"eq_ellipse_lwr_ch_1":2.07045,"eq_ellipse_oblate_vol_ch_1":1799.38715,"eq_ellipse_prolate_vol_ch_1":869.08173,"eq_sphere_area_ch_1":2582.73016,"eq_sphere_vol_ch_1":12342.19387,"fiber_align_2_ch_3":1.7279,"fiber_align_2_ch_4":1.38596,"fiber_length_ch_1":113.58556,"fiber_width_ch_1":6.05829,"inten_cooc_asm_ch_3":0.00756,"inten_cooc_asm_ch_4":0.15647,"inten_cooc_contrast_ch_3":11.97459,"inten_cooc_contrast_ch_4":2.41243,"inten_cooc_entropy_ch_3":7.54542,"inten_cooc_entropy_ch_4":4.6443,"inten_cooc_max_ch_3":0.04736,"inten_cooc_max_ch_4":0.3898,"kurt_inten_ch_1":3.16326,"kurt_inten_ch_3":4.95013,"kurt_inten_ch_4":1.24348,"length_ch_1":60.06536,"neighbor_avg_dist_ch_1":231.26782,"neighbor_min_dist_ch_1":24.93139,"neighbor_var_dist_ch_1":113.79262,"perim_ch_1":239.2877,"shape_bfr_ch_1":0.2839,"shape_lwr_ch_1":1.58631,"shape_p_2_a_ch_1":6.62148,"skew_inten_ch_1":1.69365,"skew_inten_ch_3":1.99138,"skew_inten_ch_4":1.52133,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":40376,"total_inten_ch_2":565,"total_inten_ch_3":100122,"total_inten_ch_4":59975,"var_inten_ch_1":59.54632,"var_inten_ch_3":152.95685,"var_inten_ch_4":142.42647,"width_ch_1":37.86477}
{"case":"Train","class":"WS","angle_ch_1":53.05502,"area_ch_1":172,"avg_inten_ch_1":116.70909,"avg_inten_ch_2":399.1697,"avg_inten_ch_3":20.23636,"avg_inten_ch_4":43.8303,"convex_hull_area_ratio_ch_1":1.05523,"convex_hull_perim_ratio_ch_1":0.96318,"diff_inten_density_ch_1":59.17333,"diff_inten_density_ch_3":20.13333,"diff_inten_density_ch_4":43.21333,"entropy_inten_ch_1":6.61694,"entropy_inten_ch_3":1.67934,"entropy_inten_ch_4":2.87337,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.25419,"eq_ellipse_oblate_vol_ch_1":194.14651,"eq_ellipse_prolate_vol_ch_1":154.798,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.70243,"fiber_align_2_ch_4":1.75516,"fiber_length_ch_1":13.25807,"fiber_width_ch_1":13.25807,"inten_cooc_asm_ch_3":0.61213,"inten_cooc_asm_ch_4":0.38989,"inten_cooc_contrast_ch_3":0.23952,"inten_cooc_contrast_ch_4":1.36075,"inten_cooc_entropy_ch_3":1.60925,"inten_cooc_entropy_ch_4":2.86328,"inten_cooc_max_ch_3":0.78523,"inten_cooc_max_ch_4":0.63087,"kurt_inten_ch_1":-0.43908,"kurt_inten_ch_3":7.51581,"kurt_inten_ch_4":2.99644,"length_ch_1":17.60897,"neighbor_avg_dist_ch_1":222.85354,"neighbor_min_dist_ch_1":23.34645,"neighbor_var_dist_ch_1":94.60942,"perim_ch_1":53.0323,"shape_bfr_ch_1":0.63956,"shape_lwr_ch_1":1.14663,"shape_p_2_a_ch_1":1.24137,"skew_inten_ch_1":-0.01571,"skew_inten_ch_3":2.90113,"skew_inten_ch_4":1.94907,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":19257,"total_inten_ch_2":65699,"total_inten_ch_3":3339,"total_inten_ch_4":7232,"var_inten_ch_1":49.03641,"var_inten_ch_3":53.51136,"var_inten_ch_4":81.72086,"width_ch_1":15.35713}
{"case":"Test","class":"PS","angle_ch_1":10.15425,"area_ch_1":172,"avg_inten_ch_1":101.74545,"avg_inten_ch_2":74.13333,"avg_inten_ch_3":249.23636,"avg_inten_ch_4":132.27879,"convex_hull_area_ratio_ch_1":1.15452,"convex_hull_perim_ratio_ch_1":0.94315,"diff_inten_density_ch_1":71.39731,"diff_inten_density_ch_3":154.17172,"diff_inten_density_ch_4":92.7037,"entropy_inten_ch_1":6.68051,"entropy_inten_ch_3":7.04116,"entropy_inten_ch_4":4.06251,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":2.25595,"eq_ellipse_oblate_vol_ch_1":260.38275,"eq_ellipse_prolate_vol_ch_1":115.42044,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.75922,"fiber_align_2_ch_4":1.65142,"fiber_length_ch_1":21.54304,"fiber_width_ch_1":8.34441,"inten_cooc_asm_ch_3":0.00875,"inten_cooc_asm_ch_4":0.19786,"inten_cooc_contrast_ch_3":10.45222,"inten_cooc_contrast_ch_4":2.68362,"inten_cooc_entropy_ch_3":7.09831,"inten_cooc_entropy_ch_4":4.28303,"inten_cooc_max_ch_3":0.03289,"inten_cooc_max_ch_4":0.45395,"kurt_inten_ch_1":0.18308,"kurt_inten_ch_3":0.08383,"kurt_inten_ch_4":-1.07839,"length_ch_1":21.23844,"neighbor_avg_dist_ch_1":351.41601,"neighbor_min_dist_ch_1":66.67351,"neighbor_var_dist_ch_1":137.97254,"perim_ch_1":59.77489,"shape_bfr_ch_1":0.71613,"shape_lwr_ch_1":1.86772,"shape_p_2_a_ch_1":1.58169,"skew_inten_ch_1":0.7389,"skew_inten_ch_3":0.65763,"skew_inten_ch_4":0.73476,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":16788,"total_inten_ch_2":12068,"total_inten_ch_3":41124,"total_inten_ch_4":21826,"var_inten_ch_1":62.12789,"var_inten_ch_3":166.27367,"var_inten_ch_4":162.73628,"width_ch_1":11.37129}
{"case":"Test","class":"PS","angle_ch_1":171.23933,"area_ch_1":251,"avg_inten_ch_1":165.425,"avg_inten_ch_2":272.97083,"avg_inten_ch_3":108.5125,"avg_inten_ch_4":534.3,"convex_hull_area_ratio_ch_1":1.05169,"convex_hull_perim_ratio_ch_1":0.95942,"diff_inten_density_ch_1":82.72398,"diff_inten_density_ch_3":75.49321,"diff_inten_density_ch_4":374.50226,"entropy_inten_ch_1":7.18675,"entropy_inten_ch_3":6.42769,"entropy_inten_ch_4":7.14716,"eq_circ_diam_ch_1":17.89698,"eq_ellipse_lwr_ch_1":1.10298,"eq_ellipse_oblate_vol_ch_1":319.39133,"eq_ellipse_prolate_vol_ch_1":289.57009,"eq_sphere_area_ch_1":1006.2585,"eq_sphere_vol_ch_1":3001.49869,"fiber_align_2_ch_3":1.18713,"fiber_align_2_ch_4":1.47155,"fiber_length_ch_1":16.00391,"fiber_width_ch_1":16.00391,"inten_cooc_asm_ch_3":0.03014,"inten_cooc_asm_ch_4":0.01346,"inten_cooc_contrast_ch_3":4.81014,"inten_cooc_contrast_ch_4":8.92713,"inten_cooc_entropy_ch_3":6.34056,"inten_cooc_entropy_ch_4":6.96436,"inten_cooc_max_ch_3":0.15,"inten_cooc_max_ch_4":0.08182,"kurt_inten_ch_1":-1.1,"kurt_inten_ch_3":1.76698,"kurt_inten_ch_4":-1.04023,"length_ch_1":20.39323,"neighbor_avg_dist_ch_1":302.32029,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":134.46477,"perim_ch_1":64.01565,"shape_bfr_ch_1":0.67153,"shape_lwr_ch_1":1.11017,"shape_p_2_a_ch_1":1.23704,"skew_inten_ch_1":-0.08689,"skew_inten_ch_3":1.5299,"skew_inten_ch_4":0.38767,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":39702,"total_inten_ch_2":65274,"total_inten_ch_3":26043,"total_inten_ch_4":128232,"var_inten_ch_1":84.88891,"var_inten_ch_3":126.04093,"var_inten_ch_4":432.75238,"width_ch_1":18.3695}
{"case":"Train","class":"PS","angle_ch_1":27.51726,"area_ch_1":170,"avg_inten_ch_1":27.45399,"avg_inten_ch_2":2.98773,"avg_inten_ch_3":60.2638,"avg_inten_ch_4":34.41718,"convex_hull_area_ratio_ch_1":1.20288,"convex_hull_perim_ratio_ch_1":0.93112,"diff_inten_density_ch_1":36.0173,"diff_inten_density_ch_3":49.0346,"diff_inten_density_ch_4":24.57785,"entropy_inten_ch_1":5.69921,"entropy_inten_ch_3":6.29466,"entropy_inten_ch_4":5.28873,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":2.34396,"eq_ellipse_oblate_vol_ch_1":260.60209,"eq_ellipse_prolate_vol_ch_1":111.18034,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.7353,"fiber_align_2_ch_4":1.19119,"fiber_length_ch_1":23.23284,"fiber_width_ch_1":7.839,"inten_cooc_asm_ch_3":0.0082,"inten_cooc_asm_ch_4":0.04567,"inten_cooc_contrast_ch_3":13.11538,"inten_cooc_contrast_ch_4":7.45172,"inten_cooc_entropy_ch_3":7.13156,"inten_cooc_entropy_ch_4":5.98853,"inten_cooc_max_ch_3":0.02055,"inten_cooc_max_ch_4":0.19863,"kurt_inten_ch_1":2.13795,"kurt_inten_ch_3":3.04043,"kurt_inten_ch_4":0.12792,"length_ch_1":22.01997,"neighbor_avg_dist_ch_1":246.04979,"neighbor_min_dist_ch_1":22.89308,"neighbor_var_dist_ch_1":99.23117,"perim_ch_1":62.14369,"shape_bfr_ch_1":0.62427,"shape_lwr_ch_1":1.77166,"shape_p_2_a_ch_1":1.6874,"skew_inten_ch_1":1.16021,"skew_inten_ch_3":1.52346,"skew_inten_ch_4":0.91816,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":4475,"total_inten_ch_2":325,"total_inten_ch_3":9823,"total_inten_ch_4":5610,"var_inten_ch_1":21.42334,"var_inten_ch_3":51.39094,"var_inten_ch_4":32.3324,"width_ch_1":12.42903}
{"case":"Train","class":"PS","angle_ch_1":89.34557,"area_ch_1":431,"avg_inten_ch_1":55.40049,"avg_inten_ch_2":61.11893,"avg_inten_ch_3":117.16748,"avg_inten_ch_4":186.91748,"convex_hull_area_ratio_ch_1":1.70029,"convex_hull_perim_ratio_ch_1":0.85451,"diff_inten_density_ch_1":58.80297,"diff_inten_density_ch_3":102.28745,"diff_inten_density_ch_4":103.97436,"entropy_inten_ch_1":6.69331,"entropy_inten_ch_3":7.32611,"entropy_inten_ch_4":6.73118,"eq_circ_diam_ch_1":23.44892,"eq_ellipse_lwr_ch_1":3.52443,"eq_ellipse_oblate_vol_ch_1":1284.13748,"eq_ellipse_prolate_vol_ch_1":364.35374,"eq_sphere_area_ch_1":1727.41043,"eq_sphere_vol_ch_1":6750.98464,"fiber_align_2_ch_3":1.32564,"fiber_align_2_ch_4":1.40282,"fiber_length_ch_1":63.70979,"fiber_width_ch_1":7.13628,"inten_cooc_asm_ch_3":0.00697,"inten_cooc_asm_ch_4":0.03615,"inten_cooc_contrast_ch_3":12.32148,"inten_cooc_contrast_ch_4":6.51878,"inten_cooc_entropy_ch_3":7.47548,"inten_cooc_entropy_ch_4":6.30132,"inten_cooc_max_ch_3":0.02362,"inten_cooc_max_ch_4":0.1811,"kurt_inten_ch_1":5.73541,"kurt_inten_ch_3":4.69891,"kurt_inten_ch_4":-0.9444,"length_ch_1":51.17544,"neighbor_avg_dist_ch_1":279.63072,"neighbor_min_dist_ch_1":32.82583,"neighbor_var_dist_ch_1":113.41838,"perim_ch_1":141.69214,"shape_bfr_ch_1":0.40772,"shape_lwr_ch_1":2.4726,"shape_p_2_a_ch_1":3.514,"skew_inten_ch_1":2.22789,"skew_inten_ch_3":2.07246,"skew_inten_ch_4":0.40383,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":22825,"total_inten_ch_2":24770,"total_inten_ch_3":48273,"total_inten_ch_4":77010,"var_inten_ch_1":57.61963,"var_inten_ch_3":129.96457,"var_inten_ch_4":160.27988,"width_ch_1":20.69703}
{"case":"Train","class":"PS","angle_ch_1":100.84706,"area_ch_1":169,"avg_inten_ch_1":237.45062,"avg_inten_ch_2":450.64198,"avg_inten_ch_3":246.7284,"avg_inten_ch_4":299.46296,"convex_hull_area_ratio_ch_1":1.03846,"convex_hull_perim_ratio_ch_1":0.97751,"diff_inten_density_ch_1":90.57143,"diff_inten_density_ch_3":124.35374,"diff_inten_density_ch_4":286.89116,"entropy_inten_ch_1":6.94618,"entropy_inten_ch_3":6.13093,"entropy_inten_ch_4":5.46767,"eq_circ_diam_ch_1":14.70387,"eq_ellipse_lwr_ch_1":1.63877,"eq_ellipse_oblate_vol_ch_1":215.90038,"eq_ellipse_prolate_vol_ch_1":131.74518,"eq_sphere_area_ch_1":679.22449,"eq_sphere_vol_ch_1":1664.5384,"fiber_align_2_ch_3":1.0779,"fiber_align_2_ch_4":1.5198,"fiber_length_ch_1":13.25807,"fiber_width_ch_1":13.25807,"inten_cooc_asm_ch_3":0.03344,"inten_cooc_asm_ch_4":0.05939,"inten_cooc_contrast_ch_3":5.08667,"inten_cooc_contrast_ch_4":6.6925,"inten_cooc_entropy_ch_3":6.08309,"inten_cooc_entropy_ch_4":5.69959,"inten_cooc_max_ch_3":0.17333,"inten_cooc_max_ch_4":0.24306,"kurt_inten_ch_1":-0.94175,"kurt_inten_ch_3":1.7724,"kurt_inten_ch_4":2.65342,"length_ch_1":19.25532,"neighbor_avg_dist_ch_1":327.02894,"neighbor_min_dist_ch_1":48.12994,"neighbor_var_dist_ch_1":135.09577,"perim_ch_1":53.0323,"shape_bfr_ch_1":0.73086,"shape_lwr_ch_1":1.59581,"shape_p_2_a_ch_1":1.26341,"skew_inten_ch_1":-0.17315,"skew_inten_ch_3":1.06679,"skew_inten_ch_4":1.70498,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":38467,"total_inten_ch_2":72843,"total_inten_ch_3":39970,"total_inten_ch_4":48513,"var_inten_ch_1":106.24919,"var_inten_ch_3":211.12977,"var_inten_ch_4":374.05255,"width_ch_1":12.06621}
{"case":"Test","class":"PS","angle_ch_1":7.62116,"area_ch_1":203,"avg_inten_ch_1":33.70619,"avg_inten_ch_2":87.23196,"avg_inten_ch_3":73.96907,"avg_inten_ch_4":76.54639,"convex_hull_area_ratio_ch_1":1.38776,"convex_hull_perim_ratio_ch_1":0.8655,"diff_inten_density_ch_1":40.82301,"diff_inten_density_ch_3":65.40118,"diff_inten_density_ch_4":54.52212,"entropy_inten_ch_1":5.90901,"entropy_inten_ch_3":6.32043,"entropy_inten_ch_4":6.25904,"eq_circ_diam_ch_1":16.09071,"eq_ellipse_lwr_ch_1":3.11283,"eq_ellipse_oblate_vol_ch_1":389.94354,"eq_ellipse_prolate_vol_ch_1":125.26985,"eq_sphere_area_ch_1":813.39229,"eq_sphere_vol_ch_1":2181.34265,"fiber_align_2_ch_3":1.30902,"fiber_align_2_ch_4":1.67632,"fiber_length_ch_1":35.0265,"fiber_width_ch_1":6.23199,"inten_cooc_asm_ch_3":0.01314,"inten_cooc_asm_ch_4":0.01441,"inten_cooc_contrast_ch_3":11.07037,"inten_cooc_contrast_ch_4":12.16046,"inten_cooc_entropy_ch_3":6.92121,"inten_cooc_entropy_ch_4":6.9074,"inten_cooc_max_ch_3":0.07831,"inten_cooc_max_ch_4":0.09249,"kurt_inten_ch_1":0.91454,"kurt_inten_ch_3":1.84343,"kurt_inten_ch_4":-0.65604,"length_ch_1":28.95656,"neighbor_avg_dist_ch_1":266.17196,"neighbor_min_dist_ch_1":36.65753,"neighbor_var_dist_ch_1":106.59774,"perim_ch_1":82.51698,"shape_bfr_ch_1":0.55238,"shape_lwr_ch_1":2.27769,"shape_p_2_a_ch_1":2.48228,"skew_inten_ch_1":1.20359,"skew_inten_ch_3":1.41845,"skew_inten_ch_4":0.25001,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6539,"total_inten_ch_2":16730,"total_inten_ch_3":14350,"total_inten_ch_4":14850,"var_inten_ch_1":29.67507,"var_inten_ch_3":69.97834,"var_inten_ch_4":55.37743,"width_ch_1":12.71314}
{"case":"Test","class":"WS","angle_ch_1":1.54515,"area_ch_1":322,"avg_inten_ch_1":124.8474,"avg_inten_ch_2":236.59416,"avg_inten_ch_3":134.88636,"avg_inten_ch_4":249.5,"convex_hull_area_ratio_ch_1":1.02198,"convex_hull_perim_ratio_ch_1":0.97378,"diff_inten_density_ch_1":63.88194,"diff_inten_density_ch_3":75.01042,"diff_inten_density_ch_4":152.125,"entropy_inten_ch_1":6.97097,"entropy_inten_ch_3":7.01887,"entropy_inten_ch_4":7.54915,"eq_circ_diam_ch_1":20.27447,"eq_ellipse_lwr_ch_1":1.34477,"eq_ellipse_oblate_vol_ch_1":512.7101,"eq_ellipse_prolate_vol_ch_1":381.26187,"eq_sphere_area_ch_1":1291.36508,"eq_sphere_vol_ch_1":4363.62449,"fiber_align_2_ch_3":1.41823,"fiber_align_2_ch_4":1.02372,"fiber_length_ch_1":17.32759,"fiber_width_ch_1":17.32759,"inten_cooc_asm_ch_3":0.01527,"inten_cooc_asm_ch_4":0.00708,"inten_cooc_contrast_ch_3":9.15205,"inten_cooc_contrast_ch_4":14.39611,"inten_cooc_entropy_ch_3":6.96922,"inten_cooc_entropy_ch_4":7.45881,"inten_cooc_max_ch_3":0.09278,"inten_cooc_max_ch_4":0.03093,"kurt_inten_ch_1":-0.22039,"kurt_inten_ch_3":-1.07359,"kurt_inten_ch_4":-0.47242,"length_ch_1":23.7047,"neighbor_avg_dist_ch_1":253.91293,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":121.09286,"perim_ch_1":69.31035,"shape_bfr_ch_1":0.77541,"shape_lwr_ch_1":1.34961,"shape_p_2_a_ch_1":1.14508,"skew_inten_ch_1":-0.54144,"skew_inten_ch_3":0.05798,"skew_inten_ch_4":0.25329,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":38453,"total_inten_ch_2":72564,"total_inten_ch_3":41545,"total_inten_ch_4":76846,"var_inten_ch_1":47.33261,"var_inten_ch_3":91.07167,"var_inten_ch_4":147.51219,"width_ch_1":17.56407}
{"case":"Test","class":"PS","angle_ch_1":145.63835,"area_ch_1":155,"avg_inten_ch_1":154.27703,"avg_inten_ch_2":194.81757,"avg_inten_ch_3":266.06757,"avg_inten_ch_4":339.63514,"convex_hull_area_ratio_ch_1":1.28526,"convex_hull_perim_ratio_ch_1":0.89213,"diff_inten_density_ch_1":134.52308,"diff_inten_density_ch_3":223.4,"diff_inten_density_ch_4":221.4,"entropy_inten_ch_1":6.83107,"entropy_inten_ch_3":5.40649,"entropy_inten_ch_4":6.11918,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":1.54575,"eq_ellipse_oblate_vol_ch_1":183.09782,"eq_ellipse_prolate_vol_ch_1":118.45273,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1.51161,"fiber_align_2_ch_4":1.08409,"fiber_length_ch_1":24.72077,"fiber_width_ch_1":6.61456,"inten_cooc_asm_ch_3":0.07805,"inten_cooc_asm_ch_4":0.02439,"inten_cooc_contrast_ch_3":4.68815,"inten_cooc_contrast_ch_4":14.52417,"inten_cooc_entropy_ch_3":5.50651,"inten_cooc_entropy_ch_4":6.55425,"inten_cooc_max_ch_3":0.27481,"inten_cooc_max_ch_4":0.13178,"kurt_inten_ch_1":0.14451,"kurt_inten_ch_3":-0.42965,"kurt_inten_ch_4":-1.28604,"length_ch_1":20.14601,"neighbor_avg_dist_ch_1":262.75617,"neighbor_min_dist_ch_1":51.55773,"neighbor_var_dist_ch_1":108.90994,"perim_ch_1":62.67066,"shape_bfr_ch_1":0.50475,"shape_lwr_ch_1":1.32054,"shape_p_2_a_ch_1":1.91141,"skew_inten_ch_1":0.98077,"skew_inten_ch_3":0.85879,"skew_inten_ch_4":-0.21123,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":22833,"total_inten_ch_2":28686,"total_inten_ch_3":39378,"total_inten_ch_4":50266,"var_inten_ch_1":135.05008,"var_inten_ch_3":295.6764,"var_inten_ch_4":236.77547,"width_ch_1":15.2559}
{"case":"Train","class":"PS","angle_ch_1":134.35491,"area_ch_1":302,"avg_inten_ch_1":53.3218,"avg_inten_ch_2":73.65052,"avg_inten_ch_3":120.00692,"avg_inten_ch_4":82.15571,"convex_hull_area_ratio_ch_1":1.26845,"convex_hull_perim_ratio_ch_1":0.79845,"diff_inten_density_ch_1":52.82558,"diff_inten_density_ch_3":100.89922,"diff_inten_density_ch_4":45.9186,"entropy_inten_ch_1":6.52044,"entropy_inten_ch_3":7.05941,"entropy_inten_ch_4":5.44014,"eq_circ_diam_ch_1":19.63917,"eq_ellipse_lwr_ch_1":1.42968,"eq_ellipse_oblate_vol_ch_1":480.49435,"eq_ellipse_prolate_vol_ch_1":336.08439,"eq_sphere_area_ch_1":1211.70295,"eq_sphere_vol_ch_1":3966.14018,"fiber_align_2_ch_3":1.90645,"fiber_align_2_ch_4":1.45509,"fiber_length_ch_1":41.63763,"fiber_width_ch_1":7.75989,"inten_cooc_asm_ch_3":0.00668,"inten_cooc_asm_ch_4":0.09038,"inten_cooc_contrast_ch_3":19.8305,"inten_cooc_contrast_ch_4":3.46473,"inten_cooc_entropy_ch_3":7.50314,"inten_cooc_entropy_ch_4":5.43862,"inten_cooc_max_ch_3":0.0229,"inten_cooc_max_ch_4":0.29771,"kurt_inten_ch_1":-0.52696,"kurt_inten_ch_3":-0.87198,"kurt_inten_ch_4":-1.18769,"length_ch_1":29.00477,"neighbor_avg_dist_ch_1":202.95842,"neighbor_min_dist_ch_1":37.26723,"neighbor_var_dist_ch_1":76.82514,"perim_ch_1":98.79503,"shape_bfr_ch_1":0.49769,"shape_lwr_ch_1":1.38218,"shape_p_2_a_ch_1":2.4039,"skew_inten_ch_1":0.26661,"skew_inten_ch_3":0.14409,"skew_inten_ch_4":0.44348,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":15410,"total_inten_ch_2":20997,"total_inten_ch_3":34682,"total_inten_ch_4":23743,"var_inten_ch_1":31.21336,"var_inten_ch_3":77.4422,"var_inten_ch_4":80.75504,"width_ch_1":20.98486}
{"case":"Train","class":"PS","angle_ch_1":135.46055,"area_ch_1":582,"avg_inten_ch_1":29.53237,"avg_inten_ch_2":38.38309,"avg_inten_ch_3":56.44604,"avg_inten_ch_4":105.58453,"convex_hull_area_ratio_ch_1":1.87993,"convex_hull_perim_ratio_ch_1":0.72308,"diff_inten_density_ch_1":40.60652,"diff_inten_density_ch_3":51.04485,"diff_inten_density_ch_4":65.90724,"entropy_inten_ch_1":6.0654,"entropy_inten_ch_3":6.63243,"entropy_inten_ch_4":6.0876,"eq_circ_diam_ch_1":27.24028,"eq_ellipse_lwr_ch_1":3.7004,"eq_ellipse_oblate_vol_ch_1":2062.80427,"eq_ellipse_prolate_vol_ch_1":557.45454,"eq_sphere_area_ch_1":2331.16553,"eq_sphere_vol_ch_1":10583.6016,"fiber_align_2_ch_3":1.65518,"fiber_align_2_ch_4":1.54197,"fiber_length_ch_1":102.14699,"fiber_width_ch_1":6.11075,"inten_cooc_asm_ch_3":0.01021,"inten_cooc_asm_ch_4":0.07154,"inten_cooc_contrast_ch_3":13.79804,"inten_cooc_contrast_ch_4":5.16768,"inten_cooc_entropy_ch_3":7.3888,"inten_cooc_entropy_ch_4":5.84946,"inten_cooc_max_ch_3":0.06925,"inten_cooc_max_ch_4":0.25866,"kurt_inten_ch_1":1.27922,"kurt_inten_ch_3":2.48189,"kurt_inten_ch_4":0.11885,"length_ch_1":66.61221,"neighbor_avg_dist_ch_1":213.99276,"neighbor_min_dist_ch_1":63.31912,"neighbor_var_dist_ch_1":77.08538,"perim_ch_1":216.51547,"shape_bfr_ch_1":0.37541,"shape_lwr_ch_1":2.85827,"shape_p_2_a_ch_1":5.97648,"skew_inten_ch_1":1.08768,"skew_inten_ch_3":1.47937,"skew_inten_ch_4":0.80555,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":14,"total_inten_ch_1":16420,"total_inten_ch_2":20786,"total_inten_ch_3":31384,"total_inten_ch_4":58705,"var_inten_ch_1":23.72938,"var_inten_ch_3":56.98165,"var_inten_ch_4":104.02946,"width_ch_1":23.30507}
{"case":"Test","class":"PS","angle_ch_1":11.88756,"area_ch_1":388,"avg_inten_ch_1":22.11321,"avg_inten_ch_2":119.15094,"avg_inten_ch_3":32.87601,"avg_inten_ch_4":150.69542,"convex_hull_area_ratio_ch_1":1.38159,"convex_hull_perim_ratio_ch_1":0.71569,"diff_inten_density_ch_1":35.87349,"diff_inten_density_ch_3":31.13855,"diff_inten_density_ch_4":94.06325,"entropy_inten_ch_1":5.52806,"entropy_inten_ch_3":5.87875,"entropy_inten_ch_4":6.98311,"eq_circ_diam_ch_1":22.2516,"eq_ellipse_lwr_ch_1":1.76516,"eq_ellipse_oblate_vol_ch_1":776.55814,"eq_ellipse_prolate_vol_ch_1":439.93737,"eq_sphere_area_ch_1":1555.50794,"eq_sphere_vol_ch_1":5768.75587,"fiber_align_2_ch_3":1.76317,"fiber_align_2_ch_4":1.16432,"fiber_length_ch_1":57.18616,"fiber_width_ch_1":7.21719,"inten_cooc_asm_ch_3":0.017,"inten_cooc_asm_ch_4":0.01501,"inten_cooc_contrast_ch_3":15.78363,"inten_cooc_contrast_ch_4":10.22114,"inten_cooc_entropy_ch_3":7.16684,"inten_cooc_entropy_ch_4":7.0504,"inten_cooc_max_ch_3":0.10876,"inten_cooc_max_ch_4":0.09668,"kurt_inten_ch_1":0.49425,"kurt_inten_ch_3":0.42207,"kurt_inten_ch_4":-0.99309,"length_ch_1":34.48478,"neighbor_avg_dist_ch_1":250.98273,"neighbor_min_dist_ch_1":46.01452,"neighbor_var_dist_ch_1":92.67693,"perim_ch_1":128.80669,"shape_bfr_ch_1":0.53333,"shape_lwr_ch_1":1.63094,"shape_p_2_a_ch_1":3.19894,"skew_inten_ch_1":0.85707,"skew_inten_ch_3":0.90908,"skew_inten_ch_4":0.1286,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":8204,"total_inten_ch_2":43835,"total_inten_ch_3":12197,"total_inten_ch_4":55908,"var_inten_ch_1":18.08167,"var_inten_ch_3":29.13933,"var_inten_ch_4":107.26782,"width_ch_1":21.14416}
{"case":"Train","class":"PS","angle_ch_1":45.62967,"area_ch_1":374,"avg_inten_ch_1":33.68347,"avg_inten_ch_2":170.22129,"avg_inten_ch_3":21.33894,"avg_inten_ch_4":65.41737,"convex_hull_area_ratio_ch_1":1.17702,"convex_hull_perim_ratio_ch_1":0.89286,"diff_inten_density_ch_1":40.88415,"diff_inten_density_ch_3":20.69512,"diff_inten_density_ch_4":39.66159,"entropy_inten_ch_1":6.21299,"entropy_inten_ch_3":5.1734,"entropy_inten_ch_4":5.12885,"eq_circ_diam_ch_1":21.82772,"eq_ellipse_lwr_ch_1":2.32555,"eq_ellipse_oblate_vol_ch_1":841.3703,"eq_ellipse_prolate_vol_ch_1":361.79335,"eq_sphere_area_ch_1":1496.80952,"eq_sphere_vol_ch_1":5445.32268,"fiber_align_2_ch_3":1.67528,"fiber_align_2_ch_4":1.2462,"fiber_length_ch_1":37.48438,"fiber_width_ch_1":10.46526,"inten_cooc_asm_ch_3":0.04615,"inten_cooc_asm_ch_4":0.13408,"inten_cooc_contrast_ch_3":8.11342,"inten_cooc_contrast_ch_4":2.53998,"inten_cooc_entropy_ch_3":6.18897,"inten_cooc_entropy_ch_4":4.93364,"inten_cooc_max_ch_3":0.19757,"inten_cooc_max_ch_4":0.3617,"kurt_inten_ch_1":-0.01748,"kurt_inten_ch_3":0.9082,"kurt_inten_ch_4":-0.54472,"length_ch_1":34.69941,"neighbor_avg_dist_ch_1":249.54934,"neighbor_min_dist_ch_1":34.53745,"neighbor_var_dist_ch_1":91.06158,"perim_ch_1":95.89926,"shape_bfr_ch_1":0.62357,"shape_lwr_ch_1":2.00644,"shape_p_2_a_ch_1":1.8656,"skew_inten_ch_1":0.74135,"skew_inten_ch_3":1.28173,"skew_inten_ch_4":0.88733,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":12025,"total_inten_ch_2":60413,"total_inten_ch_3":7618,"total_inten_ch_4":23354,"var_inten_ch_1":25.74619,"var_inten_ch_3":24.84597,"var_inten_ch_4":77.83461,"width_ch_1":17.29402}
{"case":"Train","class":"PS","angle_ch_1":135.25913,"area_ch_1":238,"avg_inten_ch_1":34.75877,"avg_inten_ch_2":3.32018,"avg_inten_ch_3":74.48246,"avg_inten_ch_4":145.87719,"convex_hull_area_ratio_ch_1":1.16872,"convex_hull_perim_ratio_ch_1":0.78256,"diff_inten_density_ch_1":44.38765,"diff_inten_density_ch_3":62.70864,"diff_inten_density_ch_4":73.49383,"entropy_inten_ch_1":5.96607,"entropy_inten_ch_3":6.60729,"entropy_inten_ch_4":6.01824,"eq_circ_diam_ch_1":17.44382,"eq_ellipse_lwr_ch_1":1.41519,"eq_ellipse_oblate_vol_ch_1":334.98894,"eq_ellipse_prolate_vol_ch_1":236.71031,"eq_sphere_area_ch_1":955.94558,"eq_sphere_vol_ch_1":2779.22409,"fiber_align_2_ch_3":1.71553,"fiber_align_2_ch_4":1.56525,"fiber_length_ch_1":34.35673,"fiber_width_ch_1":7.41366,"inten_cooc_asm_ch_3":0.00828,"inten_cooc_asm_ch_4":0.04056,"inten_cooc_contrast_ch_3":13.85301,"inten_cooc_contrast_ch_4":6.2964,"inten_cooc_entropy_ch_3":7.24766,"inten_cooc_entropy_ch_4":6.23545,"inten_cooc_max_ch_3":0.0396,"inten_cooc_max_ch_4":0.18812,"kurt_inten_ch_1":1.19536,"kurt_inten_ch_3":1.04566,"kurt_inten_ch_4":-1.38906,"length_ch_1":24.62035,"neighbor_avg_dist_ch_1":198.09785,"neighbor_min_dist_ch_1":43.53298,"neighbor_var_dist_ch_1":84.34901,"perim_ch_1":83.54079,"shape_bfr_ch_1":0.53566,"shape_lwr_ch_1":1.35864,"shape_p_2_a_ch_1":2.18042,"skew_inten_ch_1":0.99242,"skew_inten_ch_3":1.11406,"skew_inten_ch_4":-0.03839,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7925,"total_inten_ch_2":530,"total_inten_ch_3":16982,"total_inten_ch_4":33260,"var_inten_ch_1":27.46096,"var_inten_ch_3":60.94285,"var_inten_ch_4":113.01883,"width_ch_1":18.1213}
{"case":"Test","class":"WS","angle_ch_1":145.1087,"area_ch_1":277,"avg_inten_ch_1":65.8566,"avg_inten_ch_2":273.43774,"avg_inten_ch_3":38.10943,"avg_inten_ch_4":171.84151,"convex_hull_area_ratio_ch_1":1.05216,"convex_hull_perim_ratio_ch_1":0.95462,"diff_inten_density_ch_1":51.2863,"diff_inten_density_ch_3":29.33947,"diff_inten_density_ch_4":101.00818,"entropy_inten_ch_1":6.64238,"entropy_inten_ch_3":5.71279,"entropy_inten_ch_4":7.15614,"eq_circ_diam_ch_1":18.80603,"eq_ellipse_lwr_ch_1":1.45668,"eq_ellipse_oblate_vol_ch_1":425.8652,"eq_ellipse_prolate_vol_ch_1":292.35368,"eq_sphere_area_ch_1":1111.0771,"eq_sphere_vol_ch_1":3482.49183,"fiber_align_2_ch_3":1.42676,"fiber_align_2_ch_4":1.03612,"fiber_length_ch_1":17.9062,"fiber_width_ch_1":16.27346,"inten_cooc_asm_ch_3":0.03137,"inten_cooc_asm_ch_4":0.01145,"inten_cooc_contrast_ch_3":8.12327,"inten_cooc_contrast_ch_4":8.89281,"inten_cooc_entropy_ch_3":6.54375,"inten_cooc_entropy_ch_4":7.07305,"inten_cooc_max_ch_3":0.16327,"inten_cooc_max_ch_4":0.06939,"kurt_inten_ch_1":-0.34044,"kurt_inten_ch_3":-1.06324,"kurt_inten_ch_4":-0.53478,"length_ch_1":23.49154,"neighbor_avg_dist_ch_1":238.46764,"neighbor_min_dist_ch_1":55.13383,"neighbor_var_dist_ch_1":74.67448,"perim_ch_1":68.3593,"shape_bfr_ch_1":0.70079,"shape_lwr_ch_1":1.39228,"shape_p_2_a_ch_1":1.27614,"skew_inten_ch_1":0.30991,"skew_inten_ch_3":0.43563,"skew_inten_ch_4":0.38553,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17452,"total_inten_ch_2":72197,"total_inten_ch_3":10099,"total_inten_ch_4":45538,"var_inten_ch_1":35.06052,"var_inten_ch_3":33.8467,"var_inten_ch_4":122.02096,"width_ch_1":16.87275}
{"case":"Train","class":"WS","angle_ch_1":133.18469,"area_ch_1":396,"avg_inten_ch_1":354.78307,"avg_inten_ch_2":302.94974,"avg_inten_ch_3":130.53175,"avg_inten_ch_4":103.66138,"convex_hull_area_ratio_ch_1":1.0507,"convex_hull_perim_ratio_ch_1":0.96154,"diff_inten_density_ch_1":116.7642,"diff_inten_density_ch_3":94.94602,"diff_inten_density_ch_4":63.34375,"entropy_inten_ch_1":8.03823,"entropy_inten_ch_3":6.25901,"entropy_inten_ch_4":6.25086,"eq_circ_diam_ch_1":22.46054,"eq_ellipse_lwr_ch_1":2.21716,"eq_ellipse_oblate_vol_ch_1":895.07078,"eq_ellipse_prolate_vol_ch_1":403.7022,"eq_sphere_area_ch_1":1584.85714,"eq_sphere_vol_ch_1":5932.79027,"fiber_align_2_ch_3":1.43017,"fiber_align_2_ch_4":1.64255,"fiber_length_ch_1":29.16347,"fiber_width_ch_1":14.17902,"inten_cooc_asm_ch_3":0.06343,"inten_cooc_asm_ch_4":0.05588,"inten_cooc_contrast_ch_3":5.92782,"inten_cooc_contrast_ch_4":9.02253,"inten_cooc_entropy_ch_3":5.97237,"inten_cooc_entropy_ch_4":6.27139,"inten_cooc_max_ch_3":0.24363,"inten_cooc_max_ch_4":0.22946,"kurt_inten_ch_1":-0.36735,"kurt_inten_ch_3":2.20196,"kurt_inten_ch_4":4.46899,"length_ch_1":34.86941,"neighbor_avg_dist_ch_1":255.38411,"neighbor_min_dist_ch_1":46.29838,"neighbor_var_dist_ch_1":97.21289,"perim_ch_1":86.68498,"shape_bfr_ch_1":0.67995,"shape_lwr_ch_1":2.0866,"shape_p_2_a_ch_1":1.44607,"skew_inten_ch_1":0.33229,"skew_inten_ch_3":1.57098,"skew_inten_ch_4":1.25435,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":134108,"total_inten_ch_2":114138,"total_inten_ch_3":49341,"total_inten_ch_4":39184,"var_inten_ch_1":181.16954,"var_inten_ch_3":155.67612,"var_inten_ch_4":90.3722,"width_ch_1":16.71112}
{"case":"Train","class":"WS","angle_ch_1":108.51666,"area_ch_1":259,"avg_inten_ch_1":354.72984,"avg_inten_ch_2":476.84677,"avg_inten_ch_3":336.49194,"avg_inten_ch_4":279.28629,"convex_hull_area_ratio_ch_1":1.08108,"convex_hull_perim_ratio_ch_1":0.93871,"diff_inten_density_ch_1":152.05263,"diff_inten_density_ch_3":250.56579,"diff_inten_density_ch_4":155.11842,"entropy_inten_ch_1":7.61746,"entropy_inten_ch_3":6.24672,"entropy_inten_ch_4":6.82324,"eq_circ_diam_ch_1":18.19282,"eq_ellipse_lwr_ch_1":1.61095,"eq_ellipse_oblate_vol_ch_1":405.45293,"eq_ellipse_prolate_vol_ch_1":251.68521,"eq_sphere_area_ch_1":1039.80045,"eq_sphere_vol_ch_1":3152.81739,"fiber_align_2_ch_3":1.32882,"fiber_align_2_ch_4":1.30241,"fiber_length_ch_1":22.03478,"fiber_width_ch_1":12.32053,"inten_cooc_asm_ch_3":0.0613,"inten_cooc_asm_ch_4":0.02379,"inten_cooc_contrast_ch_3":6.71628,"inten_cooc_contrast_ch_4":6.8334,"inten_cooc_entropy_ch_3":6.00102,"inten_cooc_entropy_ch_4":6.63347,"inten_cooc_max_ch_3":0.24336,"inten_cooc_max_ch_4":0.13274,"kurt_inten_ch_1":-0.80762,"kurt_inten_ch_3":1.88571,"kurt_inten_ch_4":-1.03825,"length_ch_1":24.6092,"neighbor_avg_dist_ch_1":273.55234,"neighbor_min_dist_ch_1":59.69784,"neighbor_var_dist_ch_1":97.05273,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.6661,"shape_lwr_ch_1":1.55184,"shape_p_2_a_ch_1":1.38388,"skew_inten_ch_1":-0.03972,"skew_inten_ch_3":1.3847,"skew_inten_ch_4":0.4247,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":87973,"total_inten_ch_2":118011,"total_inten_ch_3":83450,"total_inten_ch_4":69263,"var_inten_ch_1":178.15054,"var_inten_ch_3":355.78286,"var_inten_ch_4":236.43007,"width_ch_1":15.85807}
{"case":"Train","class":"PS","angle_ch_1":103.62553,"area_ch_1":518,"avg_inten_ch_1":86.33939,"avg_inten_ch_2":359.62424,"avg_inten_ch_3":87.00808,"avg_inten_ch_4":331.53333,"convex_hull_area_ratio_ch_1":1.35597,"convex_hull_perim_ratio_ch_1":0.79146,"diff_inten_density_ch_1":63.19037,"diff_inten_density_ch_3":65.3326,"diff_inten_density_ch_4":232.06127,"entropy_inten_ch_1":7.18819,"entropy_inten_ch_3":6.43458,"entropy_inten_ch_4":7.65288,"eq_circ_diam_ch_1":25.70259,"eq_ellipse_lwr_ch_1":1.53962,"eq_ellipse_oblate_vol_ch_1":1117.7264,"eq_ellipse_prolate_vol_ch_1":725.97755,"eq_sphere_area_ch_1":2075.40816,"eq_sphere_vol_ch_1":8890.55953,"fiber_align_2_ch_3":1.25322,"fiber_align_2_ch_4":1.31888,"fiber_length_ch_1":54.95943,"fiber_width_ch_1":9.83161,"inten_cooc_asm_ch_3":0.0453,"inten_cooc_asm_ch_4":0.0169,"inten_cooc_contrast_ch_3":8.99891,"inten_cooc_contrast_ch_4":9.8326,"inten_cooc_entropy_ch_3":6.47489,"inten_cooc_entropy_ch_4":7.03569,"inten_cooc_max_ch_3":0.20131,"inten_cooc_max_ch_4":0.10941,"kurt_inten_ch_1":0.24793,"kurt_inten_ch_3":1.29648,"kurt_inten_ch_4":-0.31383,"length_ch_1":35.51814,"neighbor_avg_dist_ch_1":285.8203,"neighbor_min_dist_ch_1":42.97562,"neighbor_var_dist_ch_1":125.4495,"perim_ch_1":129.58208,"shape_bfr_ch_1":0.48644,"shape_lwr_ch_1":1.18273,"shape_p_2_a_ch_1":2.47292,"skew_inten_ch_1":0.66104,"skew_inten_ch_3":1.00813,"skew_inten_ch_4":0.72906,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":42738,"total_inten_ch_2":177520,"total_inten_ch_3":43069,"total_inten_ch_4":164109,"var_inten_ch_1":48.16959,"var_inten_ch_3":81.03205,"var_inten_ch_4":291.95257,"width_ch_1":30.03053}
{"case":"Train","class":"PS","angle_ch_1":69.09549,"area_ch_1":194,"avg_inten_ch_1":135.26882,"avg_inten_ch_2":355.63441,"avg_inten_ch_3":148.4086,"avg_inten_ch_4":355.34946,"convex_hull_area_ratio_ch_1":1.10052,"convex_hull_perim_ratio_ch_1":0.94815,"diff_inten_density_ch_1":93,"diff_inten_density_ch_3":154.71598,"diff_inten_density_ch_4":243.43195,"entropy_inten_ch_1":6.81567,"entropy_inten_ch_3":5.88952,"entropy_inten_ch_4":5.46841,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":1.38148,"eq_ellipse_oblate_vol_ch_1":243.87252,"eq_ellipse_prolate_vol_ch_1":176.53022,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.82229,"fiber_align_2_ch_4":1.75102,"fiber_length_ch_1":19.67774,"fiber_width_ch_1":10.33391,"inten_cooc_asm_ch_3":0.04245,"inten_cooc_asm_ch_4":0.0713,"inten_cooc_contrast_ch_3":8.02794,"inten_cooc_contrast_ch_4":5.16001,"inten_cooc_entropy_ch_3":6.11839,"inten_cooc_entropy_ch_4":5.63755,"inten_cooc_max_ch_3":0.19643,"inten_cooc_max_ch_4":0.26786,"kurt_inten_ch_1":1.24186,"kurt_inten_ch_3":1.75768,"kurt_inten_ch_4":-1.32447,"length_ch_1":20.6428,"neighbor_avg_dist_ch_1":254.00076,"neighbor_min_dist_ch_1":54.27156,"neighbor_var_dist_ch_1":100.67929,"perim_ch_1":60.02331,"shape_bfr_ch_1":0.57898,"shape_lwr_ch_1":1.26547,"shape_p_2_a_ch_1":1.4099,"skew_inten_ch_1":0.97782,"skew_inten_ch_3":1.41654,"skew_inten_ch_4":0.39966,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":25160,"total_inten_ch_2":65963,"total_inten_ch_3":27604,"total_inten_ch_4":66095,"var_inten_ch_1":63.53572,"var_inten_ch_3":167.45478,"var_inten_ch_4":346.10411,"width_ch_1":16.31232}
{"case":"Test","class":"WS","angle_ch_1":42.43359,"area_ch_1":1345,"avg_inten_ch_1":37.46885,"avg_inten_ch_2":91.03349,"avg_inten_ch_3":58.85202,"avg_inten_ch_4":120.79829,"convex_hull_area_ratio_ch_1":1.20174,"convex_hull_perim_ratio_ch_1":0.82316,"diff_inten_density_ch_1":42.33306,"diff_inten_density_ch_3":47.77212,"diff_inten_density_ch_4":81.63922,"entropy_inten_ch_1":6.24973,"entropy_inten_ch_3":6.13622,"entropy_inten_ch_4":6.85179,"eq_circ_diam_ch_1":41.39584,"eq_ellipse_lwr_ch_1":1.7556,"eq_ellipse_oblate_vol_ch_1":4986.34633,"eq_ellipse_prolate_vol_ch_1":2840.24453,"eq_sphere_area_ch_1":5383.48299,"eq_sphere_vol_ch_1":37142.30324,"fiber_align_2_ch_3":1.52391,"fiber_align_2_ch_4":1.37996,"fiber_length_ch_1":77.32072,"fiber_width_ch_1":17.89098,"inten_cooc_asm_ch_3":0.06757,"inten_cooc_asm_ch_4":0.04901,"inten_cooc_contrast_ch_3":6.35438,"inten_cooc_contrast_ch_4":5.8248,"inten_cooc_entropy_ch_3":6.05808,"inten_cooc_entropy_ch_4":6.25364,"inten_cooc_max_ch_3":0.25183,"inten_cooc_max_ch_4":0.20782,"kurt_inten_ch_1":1.29515,"kurt_inten_ch_3":2.53031,"kurt_inten_ch_4":3.28721,"length_ch_1":60.75019,"neighbor_avg_dist_ch_1":324.26779,"neighbor_min_dist_ch_1":60.63857,"neighbor_var_dist_ch_1":119.69047,"perim_ch_1":190.4234,"shape_bfr_ch_1":0.59697,"shape_lwr_ch_1":1.63699,"shape_p_2_a_ch_1":2.08592,"skew_inten_ch_1":1.23224,"skew_inten_ch_3":1.49868,"skew_inten_ch_4":1.59339,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":16,"total_inten_ch_1":48110,"total_inten_ch_2":115604,"total_inten_ch_3":75566,"total_inten_ch_4":155105,"var_inten_ch_1":36.32704,"var_inten_ch_3":69.09242,"var_inten_ch_4":133.2987,"width_ch_1":37.11096}
{"case":"Train","class":"WS","angle_ch_1":178.57066,"area_ch_1":503,"avg_inten_ch_1":64.40417,"avg_inten_ch_2":372.80625,"avg_inten_ch_3":75.71042,"avg_inten_ch_4":198.15417,"convex_hull_area_ratio_ch_1":1.17335,"convex_hull_perim_ratio_ch_1":0.79416,"diff_inten_density_ch_1":59.95398,"diff_inten_density_ch_3":64.42761,"diff_inten_density_ch_4":125.95623,"entropy_inten_ch_1":6.96449,"entropy_inten_ch_3":5.25833,"entropy_inten_ch_4":6.22081,"eq_circ_diam_ch_1":25.31016,"eq_ellipse_lwr_ch_1":1.43997,"eq_ellipse_oblate_vol_ch_1":1032.18981,"eq_ellipse_prolate_vol_ch_1":716.81526,"eq_sphere_area_ch_1":2012.51701,"eq_sphere_vol_ch_1":8489.52031,"fiber_align_2_ch_3":1.68918,"fiber_align_2_ch_4":1.49871,"fiber_length_ch_1":46.56824,"fiber_width_ch_1":11.23179,"inten_cooc_asm_ch_3":0.14625,"inten_cooc_asm_ch_4":0.08357,"inten_cooc_contrast_ch_3":3.62413,"inten_cooc_contrast_ch_4":5.52025,"inten_cooc_entropy_ch_3":4.95561,"inten_cooc_entropy_ch_4":5.73024,"inten_cooc_max_ch_3":0.3853,"inten_cooc_max_ch_4":0.28285,"kurt_inten_ch_1":0.53542,"kurt_inten_ch_3":3.35589,"kurt_inten_ch_4":-1.13092,"length_ch_1":29.70678,"neighbor_avg_dist_ch_1":263.19084,"neighbor_min_dist_ch_1":82.88432,"neighbor_var_dist_ch_1":121.94134,"perim_ch_1":115.60006,"shape_bfr_ch_1":0.69894,"shape_lwr_ch_1":1.22594,"shape_p_2_a_ch_1":2.03313,"skew_inten_ch_1":0.77396,"skew_inten_ch_3":1.89697,"skew_inten_ch_4":0.42736,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":12,"total_inten_ch_1":30914,"total_inten_ch_2":178468,"total_inten_ch_3":36341,"total_inten_ch_4":95114,"var_inten_ch_1":47.10373,"var_inten_ch_3":112.33238,"var_inten_ch_4":189.86861,"width_ch_1":24.23179}
{"case":"Test","class":"WS","angle_ch_1":122.8131,"area_ch_1":300,"avg_inten_ch_1":47.50523,"avg_inten_ch_2":218.80139,"avg_inten_ch_3":34.30314,"avg_inten_ch_4":103.83275,"convex_hull_area_ratio_ch_1":1.14664,"convex_hull_perim_ratio_ch_1":0.93552,"diff_inten_density_ch_1":44.09506,"diff_inten_density_ch_3":27.76806,"diff_inten_density_ch_4":52.41065,"entropy_inten_ch_1":6.28365,"entropy_inten_ch_3":4.35709,"entropy_inten_ch_4":5.67887,"eq_circ_diam_ch_1":19.5711,"eq_ellipse_lwr_ch_1":1.98628,"eq_ellipse_oblate_vol_ch_1":560.48517,"eq_ellipse_prolate_vol_ch_1":282.17898,"eq_sphere_area_ch_1":1203.31746,"eq_sphere_vol_ch_1":3925.04049,"fiber_align_2_ch_3":1.3177,"fiber_align_2_ch_4":1.39119,"fiber_length_ch_1":29.04525,"fiber_width_ch_1":10.88956,"inten_cooc_asm_ch_3":0.17582,"inten_cooc_asm_ch_4":0.07732,"inten_cooc_contrast_ch_3":2.37589,"inten_cooc_contrast_ch_4":3.8569,"inten_cooc_entropy_ch_3":4.42954,"inten_cooc_entropy_ch_4":5.61575,"inten_cooc_max_ch_3":0.41509,"inten_cooc_max_ch_4":0.2717,"kurt_inten_ch_1":-0.46851,"kurt_inten_ch_3":2.0398,"kurt_inten_ch_4":-1.46166,"length_ch_1":29.27857,"neighbor_avg_dist_ch_1":367.70342,"neighbor_min_dist_ch_1":36.70039,"neighbor_var_dist_ch_1":147.67154,"perim_ch_1":79.86963,"shape_bfr_ch_1":0.61818,"shape_lwr_ch_1":1.76155,"shape_p_2_a_ch_1":1.60496,"skew_inten_ch_1":0.20424,"skew_inten_ch_3":1.78618,"skew_inten_ch_4":0.24236,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":13634,"total_inten_ch_2":62510,"total_inten_ch_3":9845,"total_inten_ch_4":29800,"var_inten_ch_1":25.46226,"var_inten_ch_3":56.49497,"var_inten_ch_4":95.05384,"width_ch_1":16.62092}
{"case":"Train","class":"PS","angle_ch_1":159.1167,"area_ch_1":756,"avg_inten_ch_1":20.11219,"avg_inten_ch_2":33.34765,"avg_inten_ch_3":32.50277,"avg_inten_ch_4":80.15512,"convex_hull_area_ratio_ch_1":1.44154,"convex_hull_perim_ratio_ch_1":0.7808,"diff_inten_density_ch_1":34.50901,"diff_inten_density_ch_3":23.65465,"diff_inten_density_ch_4":40.21622,"entropy_inten_ch_1":5.52988,"entropy_inten_ch_3":5.94425,"entropy_inten_ch_4":6.67165,"eq_circ_diam_ch_1":31.04151,"eq_ellipse_lwr_ch_1":3.60596,"eq_ellipse_oblate_vol_ch_1":3013.26807,"eq_ellipse_prolate_vol_ch_1":835.63558,"eq_sphere_area_ch_1":3027.161,"eq_sphere_vol_ch_1":15661.27416,"fiber_align_2_ch_3":1.1448,"fiber_align_2_ch_4":1.37186,"fiber_length_ch_1":82.13581,"fiber_width_ch_1":9.63183,"inten_cooc_asm_ch_3":0.02012,"inten_cooc_asm_ch_4":0.02598,"inten_cooc_contrast_ch_3":10.03558,"inten_cooc_contrast_ch_4":4.91855,"inten_cooc_entropy_ch_3":7.03123,"inten_cooc_entropy_ch_4":6.54607,"inten_cooc_max_ch_3":0.12054,"inten_cooc_max_ch_4":0.13542,"kurt_inten_ch_1":0.7585,"kurt_inten_ch_3":4.55682,"kurt_inten_ch_4":-0.53304,"length_ch_1":61.00438,"neighbor_avg_dist_ch_1":322.89464,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":133.56677,"perim_ch_1":183.53529,"shape_bfr_ch_1":0.54065,"shape_lwr_ch_1":2.65864,"shape_p_2_a_ch_1":3.38833,"skew_inten_ch_1":0.9529,"skew_inten_ch_3":1.78217,"skew_inten_ch_4":0.64675,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":15,"total_inten_ch_1":14521,"total_inten_ch_2":23356,"total_inten_ch_3":23467,"total_inten_ch_4":57872,"var_inten_ch_1":17.28785,"var_inten_ch_3":30.99729,"var_inten_ch_4":71.11255,"width_ch_1":22.94571}
{"case":"Test","class":"WS","angle_ch_1":2.28827,"area_ch_1":193,"avg_inten_ch_1":397.52973,"avg_inten_ch_2":329.6973,"avg_inten_ch_3":24.58378,"avg_inten_ch_4":176.35135,"convex_hull_area_ratio_ch_1":1.01567,"convex_hull_perim_ratio_ch_1":0.98413,"diff_inten_density_ch_1":140.87647,"diff_inten_density_ch_3":20.26471,"diff_inten_density_ch_4":88.88824,"entropy_inten_ch_1":7.33271,"entropy_inten_ch_3":5.36498,"entropy_inten_ch_4":6.23313,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":1.30184,"eq_ellipse_oblate_vol_ch_1":234.83237,"eq_ellipse_prolate_vol_ch_1":180.38496,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.24485,"fiber_align_2_ch_4":1.36325,"fiber_length_ch_1":13.40801,"fiber_width_ch_1":13.40801,"inten_cooc_asm_ch_3":0.01891,"inten_cooc_asm_ch_4":0.03401,"inten_cooc_contrast_ch_3":12.80239,"inten_cooc_contrast_ch_4":5.79533,"inten_cooc_entropy_ch_3":6.7985,"inten_cooc_entropy_ch_4":6.19805,"inten_cooc_max_ch_3":0.11047,"inten_cooc_max_ch_4":0.1686,"kurt_inten_ch_1":-0.83903,"kurt_inten_ch_3":-0.84349,"kurt_inten_ch_4":-1.49931,"length_ch_1":17.67703,"neighbor_avg_dist_ch_1":369.41144,"neighbor_min_dist_ch_1":57.23269,"neighbor_var_dist_ch_1":140.64402,"perim_ch_1":53.63203,"shape_bfr_ch_1":0.80266,"shape_lwr_ch_1":1.29343,"shape_p_2_a_ch_1":1.14033,"skew_inten_ch_1":-0.25496,"skew_inten_ch_3":0.36265,"skew_inten_ch_4":-0.00378,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":73543,"total_inten_ch_2":60810,"total_inten_ch_3":4548,"total_inten_ch_4":32625,"var_inten_ch_1":184.25464,"var_inten_ch_3":18.84172,"var_inten_ch_4":137.54178,"width_ch_1":13.66681}
{"case":"Train","class":"WS","angle_ch_1":76.86731,"area_ch_1":537,"avg_inten_ch_1":21.09747,"avg_inten_ch_2":99.59649,"avg_inten_ch_3":19.31384,"avg_inten_ch_4":53.76998,"convex_hull_area_ratio_ch_1":1.44316,"convex_hull_perim_ratio_ch_1":0.77471,"diff_inten_density_ch_1":35.49254,"diff_inten_density_ch_3":14.0064,"diff_inten_density_ch_4":32.09808,"entropy_inten_ch_1":5.5293,"entropy_inten_ch_3":4.88544,"entropy_inten_ch_4":5.50322,"eq_circ_diam_ch_1":26.16573,"eq_ellipse_lwr_ch_1":1.92175,"eq_ellipse_oblate_vol_ch_1":1317.48473,"eq_ellipse_prolate_vol_ch_1":685.56653,"eq_sphere_area_ch_1":2150.87755,"eq_sphere_vol_ch_1":9379.88132,"fiber_align_2_ch_3":1.18584,"fiber_align_2_ch_4":1.12994,"fiber_length_ch_1":63.18021,"fiber_width_ch_1":8.93809,"inten_cooc_asm_ch_3":0.07099,"inten_cooc_asm_ch_4":0.0953,"inten_cooc_contrast_ch_3":4.47811,"inten_cooc_contrast_ch_4":3.41659,"inten_cooc_entropy_ch_3":5.78607,"inten_cooc_entropy_ch_4":5.48764,"inten_cooc_max_ch_3":0.26271,"inten_cooc_max_ch_4":0.30258,"kurt_inten_ch_1":-0.23888,"kurt_inten_ch_3":-0.17641,"kurt_inten_ch_4":-0.74695,"length_ch_1":40.28,"neighbor_avg_dist_ch_1":307.3589,"neighbor_min_dist_ch_1":34.03301,"neighbor_var_dist_ch_1":127.02532,"perim_ch_1":144.23659,"shape_bfr_ch_1":0.48221,"shape_lwr_ch_1":1.45498,"shape_p_2_a_ch_1":2.93165,"skew_inten_ch_1":0.58459,"skew_inten_ch_3":0.86022,"skew_inten_ch_4":0.70167,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":10823,"total_inten_ch_2":50581,"total_inten_ch_3":9908,"total_inten_ch_4":27584,"var_inten_ch_1":15.92362,"var_inten_ch_3":20.98289,"var_inten_ch_4":56.94262,"width_ch_1":27.68432}
{"case":"Test","class":"PS","angle_ch_1":160.71972,"area_ch_1":450,"avg_inten_ch_1":26.67442,"avg_inten_ch_2":125.28372,"avg_inten_ch_3":51.2186,"avg_inten_ch_4":72.72326,"convex_hull_area_ratio_ch_1":1.52858,"convex_hull_perim_ratio_ch_1":0.72054,"diff_inten_density_ch_1":37.98956,"diff_inten_density_ch_3":46.07572,"diff_inten_density_ch_4":45.36815,"entropy_inten_ch_1":5.7965,"entropy_inten_ch_3":6.4581,"entropy_inten_ch_4":4.86307,"eq_circ_diam_ch_1":23.95568,"eq_ellipse_lwr_ch_1":2.27433,"eq_ellipse_oblate_vol_ch_1":1099.89445,"eq_ellipse_prolate_vol_ch_1":483.61243,"eq_sphere_area_ch_1":1802.87982,"eq_sphere_vol_ch_1":7198.20116,"fiber_align_2_ch_3":1.48142,"fiber_align_2_ch_4":1.49696,"fiber_length_ch_1":69.20638,"fiber_width_ch_1":6.95571,"inten_cooc_asm_ch_3":0.00869,"inten_cooc_asm_ch_4":0.17847,"inten_cooc_contrast_ch_3":16.85862,"inten_cooc_contrast_ch_4":2.32845,"inten_cooc_entropy_ch_3":7.49129,"inten_cooc_entropy_ch_4":4.53876,"inten_cooc_max_ch_3":0.06037,"inten_cooc_max_ch_4":0.42078,"kurt_inten_ch_1":0.04042,"kurt_inten_ch_3":0.20395,"kurt_inten_ch_4":0.07414,"length_ch_1":39.71377,"neighbor_avg_dist_ch_1":177.9343,"neighbor_min_dist_ch_1":33.15942,"neighbor_var_dist_ch_1":85.59972,"perim_ch_1":152.32417,"shape_bfr_ch_1":0.46883,"shape_lwr_ch_1":1.64056,"shape_p_2_a_ch_1":3.83564,"skew_inten_ch_1":0.72988,"skew_inten_ch_3":0.71995,"skew_inten_ch_4":1.01848,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":11470,"total_inten_ch_2":53443,"total_inten_ch_3":22024,"total_inten_ch_4":31271,"var_inten_ch_1":21.22386,"var_inten_ch_3":40.3363,"var_inten_ch_4":89.86383,"width_ch_1":24.20748}
{"case":"Train","class":"PS","angle_ch_1":31.49694,"area_ch_1":403,"avg_inten_ch_1":64.55584,"avg_inten_ch_2":32.77403,"avg_inten_ch_3":16.22338,"avg_inten_ch_4":14.22078,"convex_hull_area_ratio_ch_1":1.15212,"convex_hull_perim_ratio_ch_1":0.89299,"diff_inten_density_ch_1":54.08146,"diff_inten_density_ch_3":22.94663,"diff_inten_density_ch_4":22.27247,"entropy_inten_ch_1":6.8191,"entropy_inten_ch_3":4.90808,"entropy_inten_ch_4":4.7709,"eq_circ_diam_ch_1":22.66755,"eq_ellipse_lwr_ch_1":2.32669,"eq_ellipse_oblate_vol_ch_1":942.50153,"eq_ellipse_prolate_vol_ch_1":405.08226,"eq_sphere_area_ch_1":1614.20635,"eq_sphere_vol_ch_1":6098.35062,"fiber_align_2_ch_3":1.45025,"fiber_align_2_ch_4":1.34065,"fiber_length_ch_1":36.96717,"fiber_width_ch_1":11.37016,"inten_cooc_asm_ch_3":0.02302,"inten_cooc_asm_ch_4":0.02028,"inten_cooc_contrast_ch_3":21.76059,"inten_cooc_contrast_ch_4":20.55518,"inten_cooc_entropy_ch_3":6.70339,"inten_cooc_entropy_ch_4":6.71995,"inten_cooc_max_ch_3":0.12465,"inten_cooc_max_ch_4":0.12256,"kurt_inten_ch_1":-0.27122,"kurt_inten_ch_3":3.38429,"kurt_inten_ch_4":0.84132,"length_ch_1":35.28226,"neighbor_avg_dist_ch_1":253.93088,"neighbor_min_dist_ch_1":21.69413,"neighbor_var_dist_ch_1":116.46108,"perim_ch_1":96.67465,"shape_bfr_ch_1":0.65511,"shape_lwr_ch_1":2.02082,"shape_p_2_a_ch_1":1.76942,"skew_inten_ch_1":0.65848,"skew_inten_ch_3":1.73657,"skew_inten_ch_4":1.1884,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":24854,"total_inten_ch_2":12234,"total_inten_ch_3":6246,"total_inten_ch_4":5475,"var_inten_ch_1":43.82495,"var_inten_ch_3":18.86155,"var_inten_ch_4":15.67811,"width_ch_1":17.45939}
{"case":"Test","class":"PS","angle_ch_1":53.32173,"area_ch_1":170,"avg_inten_ch_1":24.31288,"avg_inten_ch_2":1.04294,"avg_inten_ch_3":58.61963,"avg_inten_ch_4":38.26994,"convex_hull_area_ratio_ch_1":1.32953,"convex_hull_perim_ratio_ch_1":0.86622,"diff_inten_density_ch_1":37.21831,"diff_inten_density_ch_3":47.6831,"diff_inten_density_ch_4":31.27465,"entropy_inten_ch_1":5.61031,"entropy_inten_ch_3":6.32923,"entropy_inten_ch_4":3.34755,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":2.15961,"eq_ellipse_oblate_vol_ch_1":250.14458,"eq_ellipse_prolate_vol_ch_1":115.82833,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.03808,"fiber_align_2_ch_4":1.32548,"fiber_length_ch_1":28.94495,"fiber_width_ch_1":6.34634,"inten_cooc_asm_ch_3":0.00852,"inten_cooc_asm_ch_4":0.30396,"inten_cooc_contrast_ch_3":18.12493,"inten_cooc_contrast_ch_4":1.48931,"inten_cooc_entropy_ch_3":7.14977,"inten_cooc_entropy_ch_4":3.42122,"inten_cooc_max_ch_3":0.03497,"inten_cooc_max_ch_4":0.55245,"kurt_inten_ch_1":1.29935,"kurt_inten_ch_3":-0.07343,"kurt_inten_ch_4":0.15889,"length_ch_1":22.92225,"neighbor_avg_dist_ch_1":235.46365,"neighbor_min_dist_ch_1":37.49156,"neighbor_var_dist_ch_1":94.58617,"perim_ch_1":70.58258,"shape_bfr_ch_1":0.55121,"shape_lwr_ch_1":1.69513,"shape_p_2_a_ch_1":2.15817,"skew_inten_ch_1":1.0552,"skew_inten_ch_3":0.47322,"skew_inten_ch_4":1.26845,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":3963,"total_inten_ch_2":8,"total_inten_ch_3":9555,"total_inten_ch_4":6238,"var_inten_ch_1":19.29001,"var_inten_ch_3":36.54465,"var_inten_ch_4":58.60715,"width_ch_1":13.52243}
{"case":"Test","class":"WS","angle_ch_1":69.77937,"area_ch_1":356,"avg_inten_ch_1":200.95294,"avg_inten_ch_2":177.40882,"avg_inten_ch_3":104.86471,"avg_inten_ch_4":204.74706,"convex_hull_area_ratio_ch_1":1.14366,"convex_hull_perim_ratio_ch_1":0.883,"diff_inten_density_ch_1":95.7776,"diff_inten_density_ch_3":89.2848,"diff_inten_density_ch_4":114.1744,"entropy_inten_ch_1":7.76354,"entropy_inten_ch_3":5.33147,"entropy_inten_ch_4":6.8884,"eq_circ_diam_ch_1":21.30167,"eq_ellipse_lwr_ch_1":2.12179,"eq_ellipse_oblate_vol_ch_1":746.94999,"eq_ellipse_prolate_vol_ch_1":352.03701,"eq_sphere_area_ch_1":1425.53288,"eq_sphere_vol_ch_1":5061.03885,"fiber_align_2_ch_3":1.19298,"fiber_align_2_ch_4":1.59642,"fiber_length_ch_1":36.35393,"fiber_width_ch_1":10.23565,"inten_cooc_asm_ch_3":0.12754,"inten_cooc_asm_ch_4":0.02363,"inten_cooc_contrast_ch_3":3.30843,"inten_cooc_contrast_ch_4":5.94289,"inten_cooc_entropy_ch_3":5.02244,"inten_cooc_entropy_ch_4":6.58544,"inten_cooc_max_ch_3":0.35179,"inten_cooc_max_ch_4":0.12704,"kurt_inten_ch_1":-0.2855,"kurt_inten_ch_3":12.98338,"kurt_inten_ch_4":-0.77132,"length_ch_1":34.2814,"neighbor_avg_dist_ch_1":219.13929,"neighbor_min_dist_ch_1":20.27039,"neighbor_var_dist_ch_1":108.68608,"perim_ch_1":93.17915,"shape_bfr_ch_1":0.56024,"shape_lwr_ch_1":1.84744,"shape_p_2_a_ch_1":1.85677,"skew_inten_ch_1":0.58278,"skew_inten_ch_3":3.21732,"skew_inten_ch_4":0.41984,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":68324,"total_inten_ch_2":59980,"total_inten_ch_3":35654,"total_inten_ch_4":69614,"var_inten_ch_1":130.95447,"var_inten_ch_3":177.03957,"var_inten_ch_4":168.28745,"width_ch_1":18.55616}
{"case":"Train","class":"PS","angle_ch_1":74.74172,"area_ch_1":351,"avg_inten_ch_1":154.51642,"avg_inten_ch_2":240.26866,"avg_inten_ch_3":154.16716,"avg_inten_ch_4":320.68358,"convex_hull_area_ratio_ch_1":1.06916,"convex_hull_perim_ratio_ch_1":0.96092,"diff_inten_density_ch_1":87.24,"diff_inten_density_ch_3":110.6288,"diff_inten_density_ch_4":173.736,"entropy_inten_ch_1":7.42838,"entropy_inten_ch_3":5.9948,"entropy_inten_ch_4":6.22714,"eq_circ_diam_ch_1":21.14446,"eq_ellipse_lwr_ch_1":1.40448,"eq_ellipse_oblate_vol_ch_1":594.35545,"eq_ellipse_prolate_vol_ch_1":423.18598,"eq_sphere_area_ch_1":1404.56916,"eq_sphere_vol_ch_1":4949.80975,"fiber_align_2_ch_3":1.17944,"fiber_align_2_ch_4":1.37979,"fiber_length_ch_1":23.19079,"fiber_width_ch_1":15.68384,"inten_cooc_asm_ch_3":0.07673,"inten_cooc_asm_ch_4":0.0747,"inten_cooc_contrast_ch_3":6.29711,"inten_cooc_contrast_ch_4":3.72616,"inten_cooc_entropy_ch_3":5.81025,"inten_cooc_entropy_ch_4":5.65884,"inten_cooc_max_ch_3":0.26667,"inten_cooc_max_ch_4":0.27619,"kurt_inten_ch_1":1.7439,"kurt_inten_ch_3":2.6193,"kurt_inten_ch_4":-1.09323,"length_ch_1":26.1302,"neighbor_avg_dist_ch_1":265.7355,"neighbor_min_dist_ch_1":28.46485,"neighbor_var_dist_ch_1":128.99202,"perim_ch_1":77.74925,"shape_bfr_ch_1":0.66218,"shape_lwr_ch_1":1.28759,"shape_p_2_a_ch_1":1.32255,"skew_inten_ch_1":1.00333,"skew_inten_ch_3":1.71835,"skew_inten_ch_4":0.56777,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":51763,"total_inten_ch_2":80156,"total_inten_ch_3":51646,"total_inten_ch_4":107429,"var_inten_ch_1":86.67768,"var_inten_ch_3":189.40641,"var_inten_ch_4":325.09046,"width_ch_1":20.29391}
{"case":"Train","class":"WS","angle_ch_1":93.76562,"area_ch_1":481,"avg_inten_ch_1":57.60131,"avg_inten_ch_2":10.77996,"avg_inten_ch_3":130.50327,"avg_inten_ch_4":27.52505,"convex_hull_area_ratio_ch_1":1.5636,"convex_hull_perim_ratio_ch_1":0.84803,"diff_inten_density_ch_1":47.16505,"diff_inten_density_ch_3":71.29612,"diff_inten_density_ch_4":18.34223,"entropy_inten_ch_1":6.78625,"entropy_inten_ch_3":7.60502,"entropy_inten_ch_4":1.8199,"eq_circ_diam_ch_1":24.75031,"eq_ellipse_lwr_ch_1":3.2736,"eq_ellipse_oblate_vol_ch_1":1455.30259,"eq_ellipse_prolate_vol_ch_1":444.55741,"eq_sphere_area_ch_1":1924.46939,"eq_sphere_vol_ch_1":7938.53427,"fiber_align_2_ch_3":1.70296,"fiber_align_2_ch_4":1.19687,"fiber_length_ch_1":72.36991,"fiber_width_ch_1":7.00288,"inten_cooc_asm_ch_3":0.00832,"inten_cooc_asm_ch_4":0.64792,"inten_cooc_contrast_ch_3":10.08033,"inten_cooc_contrast_ch_4":0.15192,"inten_cooc_entropy_ch_3":7.31521,"inten_cooc_entropy_ch_4":1.43235,"inten_cooc_max_ch_3":0.03747,"inten_cooc_max_ch_4":0.8136,"kurt_inten_ch_1":0.09446,"kurt_inten_ch_3":0.96495,"kurt_inten_ch_4":7.26437,"length_ch_1":59.31999,"neighbor_avg_dist_ch_1":229.17023,"neighbor_min_dist_ch_1":28.99388,"neighbor_var_dist_ch_1":122.97085,"perim_ch_1":158.74558,"shape_bfr_ch_1":0.37615,"shape_lwr_ch_1":2.75113,"shape_p_2_a_ch_1":3.95691,"skew_inten_ch_1":0.69676,"skew_inten_ch_3":1.08502,"skew_inten_ch_4":2.86466,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":12,"total_inten_ch_1":26439,"total_inten_ch_2":4490,"total_inten_ch_3":59901,"total_inten_ch_4":12634,"var_inten_ch_1":35.97185,"var_inten_ch_3":95.35724,"var_inten_ch_4":75.32923,"width_ch_1":21.56203}
{"case":"Train","class":"PS","angle_ch_1":19.24834,"area_ch_1":464,"avg_inten_ch_1":82.8623,"avg_inten_ch_2":332.98646,"avg_inten_ch_3":131.07223,"avg_inten_ch_4":304.48758,"convex_hull_area_ratio_ch_1":1.17865,"convex_hull_perim_ratio_ch_1":0.86115,"diff_inten_density_ch_1":74.0497,"diff_inten_density_ch_3":121.67636,"diff_inten_density_ch_4":244.90303,"entropy_inten_ch_1":7.16087,"entropy_inten_ch_3":6.5646,"entropy_inten_ch_4":7.23512,"eq_circ_diam_ch_1":24.3151,"eq_ellipse_lwr_ch_1":1.20114,"eq_ellipse_oblate_vol_ch_1":835.84094,"eq_ellipse_prolate_vol_ch_1":695.87405,"eq_sphere_area_ch_1":1857.38549,"eq_sphere_vol_ch_1":7527.08612,"fiber_align_2_ch_3":1.49641,"fiber_align_2_ch_4":1.26385,"fiber_length_ch_1":40.14957,"fiber_width_ch_1":11.98312,"inten_cooc_asm_ch_3":0.04252,"inten_cooc_asm_ch_4":0.02184,"inten_cooc_contrast_ch_3":9.12302,"inten_cooc_contrast_ch_4":10.0326,"inten_cooc_entropy_ch_3":6.47934,"inten_cooc_entropy_ch_4":6.8297,"inten_cooc_max_ch_3":0.1956,"inten_cooc_max_ch_4":0.12981,"kurt_inten_ch_1":1.02004,"kurt_inten_ch_3":0.56959,"kurt_inten_ch_4":2.08757,"length_ch_1":28.8896,"neighbor_avg_dist_ch_1":228.23659,"neighbor_min_dist_ch_1":35.34739,"neighbor_var_dist_ch_1":113.08577,"perim_ch_1":104.2654,"shape_bfr_ch_1":0.5706,"shape_lwr_ch_1":1.0256,"shape_p_2_a_ch_1":1.79811,"skew_inten_ch_1":0.95358,"skew_inten_ch_3":1.05567,"skew_inten_ch_4":1.41984,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":36708,"total_inten_ch_2":147071,"total_inten_ch_3":58065,"total_inten_ch_4":134888,"var_inten_ch_1":59.32987,"var_inten_ch_3":138.52189,"var_inten_ch_4":324.55024,"width_ch_1":28.16862}
{"case":"Train","class":"PS","angle_ch_1":81.69767,"area_ch_1":158,"avg_inten_ch_1":77.07947,"avg_inten_ch_2":461.84106,"avg_inten_ch_3":127.49007,"avg_inten_ch_4":365.57616,"convex_hull_area_ratio_ch_1":1.03155,"convex_hull_perim_ratio_ch_1":0.97909,"diff_inten_density_ch_1":80.21612,"diff_inten_density_ch_3":129.40293,"diff_inten_density_ch_4":271.12454,"entropy_inten_ch_1":6.45994,"entropy_inten_ch_3":5.82768,"entropy_inten_ch_4":6.80781,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":1.17835,"eq_ellipse_oblate_vol_ch_1":164.74973,"eq_ellipse_prolate_vol_ch_1":139.81354,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.02206,"fiber_align_2_ch_4":1.10238,"fiber_length_ch_1":12.59624,"fiber_width_ch_1":12.59624,"inten_cooc_asm_ch_3":0.03868,"inten_cooc_asm_ch_4":0.01095,"inten_cooc_contrast_ch_3":11.44614,"inten_cooc_contrast_ch_4":13.87029,"inten_cooc_entropy_ch_3":6.21591,"inten_cooc_entropy_ch_4":6.952,"inten_cooc_max_ch_3":0.17778,"inten_cooc_max_ch_4":0.06522,"kurt_inten_ch_1":6.84722,"kurt_inten_ch_3":7.61903,"kurt_inten_ch_4":-1.16914,"length_ch_1":16.50495,"neighbor_avg_dist_ch_1":216.73219,"neighbor_min_dist_ch_1":16.41292,"neighbor_var_dist_ch_1":117.80075,"perim_ch_1":50.38495,"shape_bfr_ch_1":0.67509,"shape_lwr_ch_1":1.16192,"shape_p_2_a_ch_1":1.21597,"skew_inten_ch_1":2.34909,"skew_inten_ch_3":2.53917,"skew_inten_ch_4":0.37314,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":11639,"total_inten_ch_2":69588,"total_inten_ch_3":19251,"total_inten_ch_4":55202,"var_inten_ch_1":70.27246,"var_inten_ch_3":157.34733,"var_inten_ch_4":280.48094,"width_ch_1":14.20488}
{"case":"Train","class":"PS","angle_ch_1":162.74214,"area_ch_1":225,"avg_inten_ch_1":90.76744,"avg_inten_ch_2":267.8093,"avg_inten_ch_3":41.40465,"avg_inten_ch_4":121.5814,"convex_hull_area_ratio_ch_1":1.04213,"convex_hull_perim_ratio_ch_1":0.9804,"diff_inten_density_ch_1":56.75064,"diff_inten_density_ch_3":38.77099,"diff_inten_density_ch_4":70.09924,"entropy_inten_ch_1":6.7636,"entropy_inten_ch_3":6.02764,"entropy_inten_ch_4":6.91197,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.9708,"eq_ellipse_oblate_vol_ch_1":361.99334,"eq_ellipse_prolate_vol_ch_1":183.67832,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.49072,"fiber_align_2_ch_4":1.50486,"fiber_length_ch_1":19.39983,"fiber_width_ch_1":12.18392,"inten_cooc_asm_ch_3":0.01082,"inten_cooc_asm_ch_4":0.00717,"inten_cooc_contrast_ch_3":19.09153,"inten_cooc_contrast_ch_4":15.7315,"inten_cooc_entropy_ch_3":7.21451,"inten_cooc_entropy_ch_4":7.3637,"inten_cooc_max_ch_3":0.06965,"inten_cooc_max_ch_4":0.02083,"kurt_inten_ch_1":-0.71992,"kurt_inten_ch_3":5.91879,"kurt_inten_ch_4":-0.25126,"length_ch_1":24.61364,"neighbor_avg_dist_ch_1":326.76696,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":123.62962,"perim_ch_1":63.1675,"shape_bfr_ch_1":0.64047,"shape_lwr_ch_1":1.72177,"shape_p_2_a_ch_1":1.34335,"skew_inten_ch_1":0.06771,"skew_inten_ch_3":1.79465,"skew_inten_ch_4":0.29808,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":19515,"total_inten_ch_2":57365,"total_inten_ch_3":8902,"total_inten_ch_4":26140,"var_inten_ch_1":43.04224,"var_inten_ch_3":35.27578,"var_inten_ch_4":62.64668,"width_ch_1":14.29551}
{"case":"Test","class":"WS","angle_ch_1":107.44344,"area_ch_1":516,"avg_inten_ch_1":164.60649,"avg_inten_ch_2":147.8641,"avg_inten_ch_3":12.91278,"avg_inten_ch_4":80.46653,"convex_hull_area_ratio_ch_1":1.294,"convex_hull_perim_ratio_ch_1":0.91516,"diff_inten_density_ch_1":73.18103,"diff_inten_density_ch_3":14.16031,"diff_inten_density_ch_4":38.80153,"entropy_inten_ch_1":7.87714,"entropy_inten_ch_3":3.96565,"entropy_inten_ch_4":5.75857,"eq_circ_diam_ch_1":25.65061,"eq_ellipse_lwr_ch_1":2.81072,"eq_ellipse_oblate_vol_ch_1":1501.07038,"eq_ellipse_prolate_vol_ch_1":534.05109,"eq_sphere_area_ch_1":2067.02268,"eq_sphere_vol_ch_1":8836.73181,"fiber_align_2_ch_3":1.2019,"fiber_align_2_ch_4":1.29686,"fiber_length_ch_1":47.00117,"fiber_width_ch_1":11.43498,"inten_cooc_asm_ch_3":0.17908,"inten_cooc_asm_ch_4":0.10374,"inten_cooc_contrast_ch_3":4.39708,"inten_cooc_contrast_ch_4":3.91897,"inten_cooc_entropy_ch_3":4.67681,"inten_cooc_entropy_ch_4":5.47174,"inten_cooc_max_ch_3":0.42117,"inten_cooc_max_ch_4":0.31749,"kurt_inten_ch_1":-0.37789,"kurt_inten_ch_3":1.45776,"kurt_inten_ch_4":-0.77748,"length_ch_1":42.69591,"neighbor_avg_dist_ch_1":213.88952,"neighbor_min_dist_ch_1":33.67695,"neighbor_var_dist_ch_1":89.53687,"perim_ch_1":116.87229,"shape_bfr_ch_1":0.60917,"shape_lwr_ch_1":2.14895,"shape_p_2_a_ch_1":2.0224,"skew_inten_ch_1":0.613,"skew_inten_ch_3":1.46774,"skew_inten_ch_4":0.48777,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":13,"total_inten_ch_1":81151,"total_inten_ch_2":72405,"total_inten_ch_3":6366,"total_inten_ch_4":39670,"var_inten_ch_1":103.70988,"var_inten_ch_3":18.27074,"var_inten_ch_4":75.29785,"width_ch_1":19.86824}
{"case":"Test","class":"WS","angle_ch_1":75.24805,"area_ch_1":207,"avg_inten_ch_1":109.92929,"avg_inten_ch_2":288.89394,"avg_inten_ch_3":108.5404,"avg_inten_ch_4":383.44444,"convex_hull_area_ratio_ch_1":1.02184,"convex_hull_perim_ratio_ch_1":0.98946,"diff_inten_density_ch_1":54.98352,"diff_inten_density_ch_3":52.95055,"diff_inten_density_ch_4":203.2967,"entropy_inten_ch_1":6.48152,"entropy_inten_ch_3":6.68856,"entropy_inten_ch_4":7.4058,"eq_circ_diam_ch_1":16.25574,"eq_ellipse_lwr_ch_1":1.31852,"eq_ellipse_oblate_vol_ch_1":261.67552,"eq_ellipse_prolate_vol_ch_1":198.46118,"eq_sphere_area_ch_1":830.16327,"eq_sphere_vol_ch_1":2249.15342,"fiber_align_2_ch_3":1.36103,"fiber_align_2_ch_4":1.46706,"fiber_length_ch_1":13.98202,"fiber_width_ch_1":13.98202,"inten_cooc_asm_ch_3":0.00828,"inten_cooc_asm_ch_4":0.00726,"inten_cooc_contrast_ch_3":14.39239,"inten_cooc_contrast_ch_4":14.99891,"inten_cooc_entropy_ch_3":7.20237,"inten_cooc_entropy_ch_4":7.37169,"inten_cooc_max_ch_3":0.03333,"inten_cooc_max_ch_4":0.02717,"kurt_inten_ch_1":0.09734,"kurt_inten_ch_3":-0.13835,"kurt_inten_ch_4":-0.82428,"length_ch_1":19.646,"neighbor_avg_dist_ch_1":169.68338,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":82.44375,"perim_ch_1":55.92807,"shape_bfr_ch_1":0.68253,"shape_lwr_ch_1":1.2693,"shape_p_2_a_ch_1":1.15277,"skew_inten_ch_1":-0.39775,"skew_inten_ch_3":0.33793,"skew_inten_ch_4":-0.06499,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":21766,"total_inten_ch_2":57004,"total_inten_ch_3":21491,"total_inten_ch_4":75922,"var_inten_ch_1":37.18063,"var_inten_ch_3":50.6414,"var_inten_ch_4":198.13781,"width_ch_1":15.47778}
{"case":"Train","class":"WS","angle_ch_1":139.5992,"area_ch_1":209,"avg_inten_ch_1":479.19,"avg_inten_ch_2":303.495,"avg_inten_ch_3":16.865,"avg_inten_ch_4":144.79,"convex_hull_area_ratio_ch_1":1.09113,"convex_hull_perim_ratio_ch_1":0.95394,"diff_inten_density_ch_1":174.4411,"diff_inten_density_ch_3":20.46301,"diff_inten_density_ch_4":83.00548,"entropy_inten_ch_1":7.39631,"entropy_inten_ch_3":3.45653,"entropy_inten_ch_4":5.71372,"eq_circ_diam_ch_1":16.33764,"eq_ellipse_lwr_ch_1":1.32672,"eq_ellipse_oblate_vol_ch_1":266.4751,"eq_ellipse_prolate_vol_ch_1":200.85214,"eq_sphere_area_ch_1":838.54875,"eq_sphere_vol_ch_1":2283.31742,"fiber_align_2_ch_3":1.30262,"fiber_align_2_ch_4":1.08719,"fiber_length_ch_1":19.56571,"fiber_width_ch_1":11.16989,"inten_cooc_asm_ch_3":0.2348,"inten_cooc_asm_ch_4":0.07707,"inten_cooc_contrast_ch_3":3.6635,"inten_cooc_contrast_ch_4":4.04316,"inten_cooc_entropy_ch_3":3.93099,"inten_cooc_entropy_ch_4":5.53286,"inten_cooc_max_ch_3":0.49451,"inten_cooc_max_ch_4":0.26374,"kurt_inten_ch_1":-0.95851,"kurt_inten_ch_3":4.10257,"kurt_inten_ch_4":-0.91277,"length_ch_1":21.21698,"neighbor_avg_dist_ch_1":305.11563,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":126.67056,"perim_ch_1":61.47119,"shape_bfr_ch_1":0.59741,"shape_lwr_ch_1":1.28284,"shape_p_2_a_ch_1":1.3759,"skew_inten_ch_1":-0.15496,"skew_inten_ch_3":2.05353,"skew_inten_ch_4":0.59456,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":95838,"total_inten_ch_2":60500,"total_inten_ch_3":3373,"total_inten_ch_4":28958,"var_inten_ch_1":250.58594,"var_inten_ch_3":27.86964,"var_inten_ch_4":141.12142,"width_ch_1":16.53902}
{"case":"Train","class":"PS","angle_ch_1":168.96022,"area_ch_1":342,"avg_inten_ch_1":19.7737,"avg_inten_ch_2":3.57187,"avg_inten_ch_3":42.65138,"avg_inten_ch_4":0.83792,"convex_hull_area_ratio_ch_1":2.4724,"convex_hull_perim_ratio_ch_1":0.80369,"diff_inten_density_ch_1":32.49005,"diff_inten_density_ch_3":31.00362,"diff_inten_density_ch_4":2.71067,"entropy_inten_ch_1":5.50757,"entropy_inten_ch_3":6.16652,"entropy_inten_ch_4":0.79377,"eq_circ_diam_ch_1":20.89046,"eq_ellipse_lwr_ch_1":3.44973,"eq_ellipse_oblate_vol_ch_1":898.33021,"eq_ellipse_prolate_vol_ch_1":260.40562,"eq_sphere_area_ch_1":1371.02721,"eq_sphere_vol_ch_1":4773.56593,"fiber_align_2_ch_3":1.47667,"fiber_align_2_ch_4":2,"fiber_length_ch_1":77.59661,"fiber_width_ch_1":4.83254,"inten_cooc_asm_ch_3":0.00598,"inten_cooc_asm_ch_4":0.76569,"inten_cooc_contrast_ch_3":23.10333,"inten_cooc_contrast_ch_4":0.19317,"inten_cooc_entropy_ch_3":7.71051,"inten_cooc_entropy_ch_4":0.90629,"inten_cooc_max_ch_3":0.03191,"inten_cooc_max_ch_4":0.88192,"kurt_inten_ch_1":0.73724,"kurt_inten_ch_3":-0.75292,"kurt_inten_ch_4":42.69881,"length_ch_1":57.00732,"neighbor_avg_dist_ch_1":227.62959,"neighbor_min_dist_ch_1":45.66007,"neighbor_var_dist_ch_1":105.37012,"perim_ch_1":164.8583,"shape_bfr_ch_1":0.28896,"shape_lwr_ch_1":2.73973,"shape_p_2_a_ch_1":5.76755,"skew_inten_ch_1":0.79364,"skew_inten_ch_3":0.04005,"skew_inten_ch_4":6.25284,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":12,"total_inten_ch_1":6466,"total_inten_ch_2":842,"total_inten_ch_3":13947,"total_inten_ch_4":274,"var_inten_ch_1":14.58469,"var_inten_ch_3":23.72848,"var_inten_ch_4":3.87433,"width_ch_1":20.80762}
{"case":"Train","class":"PS","angle_ch_1":100.35668,"area_ch_1":378,"avg_inten_ch_1":30.9723,"avg_inten_ch_2":29.67867,"avg_inten_ch_3":61.69529,"avg_inten_ch_4":83.33241,"convex_hull_area_ratio_ch_1":1.39302,"convex_hull_perim_ratio_ch_1":0.82113,"diff_inten_density_ch_1":40.75963,"diff_inten_density_ch_3":45.13251,"diff_inten_density_ch_4":52.55624,"entropy_inten_ch_1":6.00078,"entropy_inten_ch_3":6.66446,"entropy_inten_ch_4":5.36692,"eq_circ_diam_ch_1":21.94966,"eq_ellipse_lwr_ch_1":3.63027,"eq_ellipse_oblate_vol_ch_1":1068.93595,"eq_ellipse_prolate_vol_ch_1":294.45099,"eq_sphere_area_ch_1":1513.5805,"eq_sphere_vol_ch_1":5537.09658,"fiber_align_2_ch_3":1.4523,"fiber_align_2_ch_4":1.46753,"fiber_length_ch_1":55.19557,"fiber_width_ch_1":7.2116,"inten_cooc_asm_ch_3":0.00895,"inten_cooc_asm_ch_4":0.10388,"inten_cooc_contrast_ch_3":10.4635,"inten_cooc_contrast_ch_4":2.8931,"inten_cooc_entropy_ch_3":7.2713,"inten_cooc_entropy_ch_4":5.17607,"inten_cooc_max_ch_3":0.0512,"inten_cooc_max_ch_4":0.31928,"kurt_inten_ch_1":0.71473,"kurt_inten_ch_3":2.59113,"kurt_inten_ch_4":-0.29901,"length_ch_1":44.77901,"neighbor_avg_dist_ch_1":258.87174,"neighbor_min_dist_ch_1":33.92504,"neighbor_var_dist_ch_1":119.78765,"perim_ch_1":124.81435,"shape_bfr_ch_1":0.52159,"shape_lwr_ch_1":2.76398,"shape_p_2_a_ch_1":3.11444,"skew_inten_ch_1":0.89757,"skew_inten_ch_3":1.61477,"skew_inten_ch_4":0.9639,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":11181,"total_inten_ch_2":10354,"total_inten_ch_3":22272,"total_inten_ch_4":30083,"var_inten_ch_1":23.8728,"var_inten_ch_3":58.11262,"var_inten_ch_4":97.93044,"width_ch_1":16.20092}
{"case":"Test","class":"PS","angle_ch_1":144.74403,"area_ch_1":299,"avg_inten_ch_1":24.27273,"avg_inten_ch_2":3.2028,"avg_inten_ch_3":55.52797,"avg_inten_ch_4":9.01748,"convex_hull_area_ratio_ch_1":1.12727,"convex_hull_perim_ratio_ch_1":0.90998,"diff_inten_density_ch_1":38.32308,"diff_inten_density_ch_3":45.01923,"diff_inten_density_ch_4":11.86538,"entropy_inten_ch_1":5.61258,"entropy_inten_ch_3":6.5077,"entropy_inten_ch_4":3.32126,"eq_circ_diam_ch_1":19.53697,"eq_ellipse_lwr_ch_1":2.75382,"eq_ellipse_oblate_vol_ch_1":656.50554,"eq_ellipse_prolate_vol_ch_1":238.39811,"eq_sphere_area_ch_1":1199.12472,"eq_sphere_vol_ch_1":3904.54422,"fiber_align_2_ch_3":1.09848,"fiber_align_2_ch_4":1.32405,"fiber_length_ch_1":33.01435,"fiber_width_ch_1":9.60419,"inten_cooc_asm_ch_3":0.00606,"inten_cooc_asm_ch_4":0.2187,"inten_cooc_contrast_ch_3":17.36458,"inten_cooc_contrast_ch_4":3.8488,"inten_cooc_entropy_ch_3":7.63618,"inten_cooc_entropy_ch_4":4.20436,"inten_cooc_max_ch_3":0.02317,"inten_cooc_max_ch_4":0.4636,"kurt_inten_ch_1":0.19901,"kurt_inten_ch_3":-0.08341,"kurt_inten_ch_4":0.95738,"length_ch_1":33.21017,"neighbor_avg_dist_ch_1":217.68555,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":95.43236,"perim_ch_1":85.23709,"shape_bfr_ch_1":0.64164,"shape_lwr_ch_1":2.36065,"shape_p_2_a_ch_1":1.8234,"skew_inten_ch_1":0.80858,"skew_inten_ch_3":0.60257,"skew_inten_ch_4":1.3932,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6942,"total_inten_ch_2":631,"total_inten_ch_3":15881,"total_inten_ch_4":2579,"var_inten_ch_1":19.15658,"var_inten_ch_3":38.3441,"var_inten_ch_4":13.2711,"width_ch_1":14.06823}
{"case":"Test","class":"PS","angle_ch_1":97.75334,"area_ch_1":223,"avg_inten_ch_1":104.22535,"avg_inten_ch_2":274.69484,"avg_inten_ch_3":214.84507,"avg_inten_ch_4":399.28638,"convex_hull_area_ratio_ch_1":1.08906,"convex_hull_perim_ratio_ch_1":0.94842,"diff_inten_density_ch_1":85.39487,"diff_inten_density_ch_3":154.6359,"diff_inten_density_ch_4":257.81538,"entropy_inten_ch_1":6.89753,"entropy_inten_ch_3":6.78097,"entropy_inten_ch_4":6.57754,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":1.27941,"eq_ellipse_oblate_vol_ch_1":287.60474,"eq_ellipse_prolate_vol_ch_1":224.7946,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":1.6366,"fiber_align_2_ch_4":1.33094,"fiber_length_ch_1":19.03935,"fiber_width_ch_1":12.20815,"inten_cooc_asm_ch_3":0.0173,"inten_cooc_asm_ch_4":0.02213,"inten_cooc_contrast_ch_3":8.66345,"inten_cooc_contrast_ch_4":6.26667,"inten_cooc_entropy_ch_3":6.80113,"inten_cooc_entropy_ch_4":6.43132,"inten_cooc_max_ch_3":0.1134,"inten_cooc_max_ch_4":0.12371,"kurt_inten_ch_1":-0.14594,"kurt_inten_ch_3":-0.24083,"kurt_inten_ch_4":1.20252,"length_ch_1":19.82703,"neighbor_avg_dist_ch_1":268.87717,"neighbor_min_dist_ch_1":17.03959,"neighbor_var_dist_ch_1":128.95425,"perim_ch_1":62.495,"shape_bfr_ch_1":0.67649,"shape_lwr_ch_1":1.19113,"shape_p_2_a_ch_1":1.33714,"skew_inten_ch_1":0.7341,"skew_inten_ch_3":0.60539,"skew_inten_ch_4":1.17958,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":22200,"total_inten_ch_2":58298,"total_inten_ch_3":45762,"total_inten_ch_4":85048,"var_inten_ch_1":81.29593,"var_inten_ch_3":176.67205,"var_inten_ch_4":398.38825,"width_ch_1":16.64556}
{"case":"Test","class":"WS","angle_ch_1":46.94396,"area_ch_1":339,"avg_inten_ch_1":221.98148,"avg_inten_ch_2":338.92284,"avg_inten_ch_3":294.83951,"avg_inten_ch_4":194.60802,"convex_hull_area_ratio_ch_1":1.34313,"convex_hull_perim_ratio_ch_1":0.77645,"diff_inten_density_ch_1":120.73038,"diff_inten_density_ch_3":254,"diff_inten_density_ch_4":138.83959,"entropy_inten_ch_1":7.64336,"entropy_inten_ch_3":6.46805,"entropy_inten_ch_4":6.25097,"eq_circ_diam_ch_1":20.79442,"eq_ellipse_lwr_ch_1":1.67067,"eq_ellipse_oblate_vol_ch_1":616.57288,"eq_ellipse_prolate_vol_ch_1":369.05723,"eq_sphere_area_ch_1":1358.44898,"eq_sphere_vol_ch_1":4708.02555,"fiber_align_2_ch_3":1.65345,"fiber_align_2_ch_4":1.24097,"fiber_length_ch_1":45.53647,"fiber_width_ch_1":7.83208,"inten_cooc_asm_ch_3":0.0515,"inten_cooc_asm_ch_4":0.05501,"inten_cooc_contrast_ch_3":5.58566,"inten_cooc_contrast_ch_4":5.43219,"inten_cooc_entropy_ch_3":6.07455,"inten_cooc_entropy_ch_4":5.97864,"inten_cooc_max_ch_3":0.21233,"inten_cooc_max_ch_4":0.22603,"kurt_inten_ch_1":2.4767,"kurt_inten_ch_3":4.00123,"kurt_inten_ch_4":-0.13822,"length_ch_1":29.68912,"neighbor_avg_dist_ch_1":233.37986,"neighbor_min_dist_ch_1":34.09455,"neighbor_var_dist_ch_1":101.69658,"perim_ch_1":106.73709,"shape_bfr_ch_1":0.55922,"shape_lwr_ch_1":1.45142,"shape_p_2_a_ch_1":2.54204,"skew_inten_ch_1":1.09616,"skew_inten_ch_3":1.85308,"skew_inten_ch_4":0.9112,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":5,"total_inten_ch_1":71922,"total_inten_ch_2":109488,"total_inten_ch_3":95528,"total_inten_ch_4":63053,"var_inten_ch_1":162.95404,"var_inten_ch_3":363.01422,"var_inten_ch_4":205.04219,"width_ch_1":20.45519}
{"case":"Test","class":"PS","angle_ch_1":74.69976,"area_ch_1":584,"avg_inten_ch_1":51.2276,"avg_inten_ch_2":8.85842,"avg_inten_ch_3":118.68996,"avg_inten_ch_4":25.8853,"convex_hull_area_ratio_ch_1":2.54151,"convex_hull_perim_ratio_ch_1":0.75453,"diff_inten_density_ch_1":57.26543,"diff_inten_density_ch_3":118.57613,"diff_inten_density_ch_4":24.67901,"entropy_inten_ch_1":6.78516,"entropy_inten_ch_3":7.56511,"entropy_inten_ch_4":4.09002,"eq_circ_diam_ch_1":27.28923,"eq_ellipse_lwr_ch_1":3.61377,"eq_ellipse_oblate_vol_ch_1":2049.52505,"eq_ellipse_prolate_vol_ch_1":567.14286,"eq_sphere_area_ch_1":2339.55102,"eq_sphere_vol_ch_1":10640.75868,"fiber_align_2_ch_3":1.02122,"fiber_align_2_ch_4":1.35688,"fiber_length_ch_1":113.91797,"fiber_width_ch_1":5.51384,"inten_cooc_asm_ch_3":0.00586,"inten_cooc_asm_ch_4":0.20866,"inten_cooc_contrast_ch_3":20.10572,"inten_cooc_contrast_ch_4":3.49348,"inten_cooc_entropy_ch_3":7.7986,"inten_cooc_entropy_ch_4":4.3404,"inten_cooc_max_ch_3":0.03145,"inten_cooc_max_ch_4":0.45859,"kurt_inten_ch_1":6.16066,"kurt_inten_ch_3":6.10035,"kurt_inten_ch_4":15.19132,"length_ch_1":77.39918,"neighbor_avg_dist_ch_1":218.42561,"neighbor_min_dist_ch_1":43.55705,"neighbor_var_dist_ch_1":97.64448,"perim_ch_1":238.86363,"shape_bfr_ch_1":0.26743,"shape_lwr_ch_1":2.73917,"shape_p_2_a_ch_1":7.22838,"skew_inten_ch_1":1.8521,"skew_inten_ch_3":1.88868,"skew_inten_ch_4":3.3549,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":10,"total_inten_ch_1":28585,"total_inten_ch_2":4386,"total_inten_ch_3":66229,"total_inten_ch_4":14444,"var_inten_ch_1":43.89365,"var_inten_ch_3":108.10874,"var_inten_ch_4":48.06012,"width_ch_1":28.25647}
{"case":"Test","class":"PS","angle_ch_1":46.36586,"area_ch_1":279,"avg_inten_ch_1":19.3221,"avg_inten_ch_2":145.38577,"avg_inten_ch_3":9.20599,"avg_inten_ch_4":39.4382,"convex_hull_area_ratio_ch_1":1.24382,"convex_hull_perim_ratio_ch_1":0.82886,"diff_inten_density_ch_1":32.64927,"diff_inten_density_ch_3":11.82672,"diff_inten_density_ch_4":21.81837,"entropy_inten_ch_1":5.35472,"entropy_inten_ch_3":3.17169,"entropy_inten_ch_4":3.86436,"eq_circ_diam_ch_1":18.87686,"eq_ellipse_lwr_ch_1":2.10961,"eq_ellipse_oblate_vol_ch_1":518.31005,"eq_ellipse_prolate_vol_ch_1":245.68987,"eq_sphere_area_ch_1":1119.46259,"eq_sphere_vol_ch_1":3521.99056,"fiber_align_2_ch_3":1.04806,"fiber_align_2_ch_4":1.18855,"fiber_length_ch_1":38.23073,"fiber_width_ch_1":7.75912,"inten_cooc_asm_ch_3":0.26985,"inten_cooc_asm_ch_4":0.26864,"inten_cooc_contrast_ch_3":2.62442,"inten_cooc_contrast_ch_4":1.92037,"inten_cooc_entropy_ch_3":3.72533,"inten_cooc_entropy_ch_4":3.82851,"inten_cooc_max_ch_3":0.52083,"inten_cooc_max_ch_4":0.51883,"kurt_inten_ch_1":0.2207,"kurt_inten_ch_3":7.05685,"kurt_inten_ch_4":-0.99578,"length_ch_1":30.46598,"neighbor_avg_dist_ch_1":214.04471,"neighbor_min_dist_ch_1":25.77887,"neighbor_var_dist_ch_1":87.36511,"perim_ch_1":91.97968,"shape_bfr_ch_1":0.52781,"shape_lwr_ch_1":1.7505,"shape_p_2_a_ch_1":2.26959,"skew_inten_ch_1":0.73646,"skew_inten_ch_3":2.61846,"skew_inten_ch_4":0.71305,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":5159,"total_inten_ch_2":38552,"total_inten_ch_3":2458,"total_inten_ch_4":10530,"var_inten_ch_1":14.55151,"var_inten_ch_3":17.46668,"var_inten_ch_4":48.24554,"width_ch_1":17.4042}
{"case":"Train","class":"PS","angle_ch_1":83.48644,"area_ch_1":791,"avg_inten_ch_1":49.2106,"avg_inten_ch_2":202.21589,"avg_inten_ch_3":95.39338,"avg_inten_ch_4":192.57748,"convex_hull_area_ratio_ch_1":1.80286,"convex_hull_perim_ratio_ch_1":0.78327,"diff_inten_density_ch_1":53.56006,"diff_inten_density_ch_3":77.98698,"diff_inten_density_ch_4":143.38495,"entropy_inten_ch_1":6.68667,"entropy_inten_ch_3":6.77663,"entropy_inten_ch_4":7.20156,"eq_circ_diam_ch_1":31.74298,"eq_ellipse_lwr_ch_1":3.55856,"eq_ellipse_oblate_vol_ch_1":3200.95127,"eq_ellipse_prolate_vol_ch_1":899.50772,"eq_sphere_area_ch_1":3165.52154,"eq_sphere_vol_ch_1":16747.18135,"fiber_align_2_ch_3":1.65039,"fiber_align_2_ch_4":1.70521,"fiber_length_ch_1":101.66581,"fiber_width_ch_1":8.10633,"inten_cooc_asm_ch_3":0.03396,"inten_cooc_asm_ch_4":0.02824,"inten_cooc_contrast_ch_3":8.25822,"inten_cooc_contrast_ch_4":9.19066,"inten_cooc_entropy_ch_3":6.64302,"inten_cooc_entropy_ch_4":6.72829,"inten_cooc_max_ch_3":0.16952,"inten_cooc_max_ch_4":0.16097,"kurt_inten_ch_1":5.411,"kurt_inten_ch_3":7.46417,"kurt_inten_ch_4":0.64796,"length_ch_1":73.15038,"neighbor_avg_dist_ch_1":309.97463,"neighbor_min_dist_ch_1":39.0929,"neighbor_var_dist_ch_1":133.37618,"perim_ch_1":219.54428,"shape_bfr_ch_1":0.3723,"shape_lwr_ch_1":2.51736,"shape_p_2_a_ch_1":4.65407,"skew_inten_ch_1":2.00844,"skew_inten_ch_3":2.37311,"skew_inten_ch_4":1.11302,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":13,"total_inten_ch_1":37154,"total_inten_ch_2":151919,"total_inten_ch_3":72022,"total_inten_ch_4":145396,"var_inten_ch_1":50.20305,"var_inten_ch_3":116.40965,"var_inten_ch_4":196.14632,"width_ch_1":29.05839}
{"case":"Test","class":"PS","angle_ch_1":82.43067,"area_ch_1":189,"avg_inten_ch_1":74.44199,"avg_inten_ch_2":434.96133,"avg_inten_ch_3":18.28729,"avg_inten_ch_4":51.07182,"convex_hull_area_ratio_ch_1":1.01857,"convex_hull_perim_ratio_ch_1":0.98371,"diff_inten_density_ch_1":57.44848,"diff_inten_density_ch_3":24.72727,"diff_inten_density_ch_4":47.12727,"entropy_inten_ch_1":6.40663,"entropy_inten_ch_3":4.44145,"entropy_inten_ch_4":6.26188,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":1.84882,"eq_ellipse_oblate_vol_ch_1":270.8241,"eq_ellipse_prolate_vol_ch_1":146.48445,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.51364,"fiber_align_2_ch_4":1.75007,"fiber_length_ch_1":15.59106,"fiber_width_ch_1":12.67285,"inten_cooc_asm_ch_3":0.07839,"inten_cooc_asm_ch_4":0.00842,"inten_cooc_contrast_ch_3":9.74375,"inten_cooc_contrast_ch_4":16.30202,"inten_cooc_entropy_ch_3":5.59487,"inten_cooc_entropy_ch_4":7.17173,"inten_cooc_max_ch_3":0.26875,"inten_cooc_max_ch_4":0.02941,"kurt_inten_ch_1":0.08519,"kurt_inten_ch_3":0.85791,"kurt_inten_ch_4":-0.112,"length_ch_1":22.12183,"neighbor_avg_dist_ch_1":193.11095,"neighbor_min_dist_ch_1":36.85714,"neighbor_var_dist_ch_1":93.09957,"perim_ch_1":56.5278,"shape_bfr_ch_1":0.69289,"shape_lwr_ch_1":1.78726,"shape_p_2_a_ch_1":1.28695,"skew_inten_ch_1":0.24342,"skew_inten_ch_3":1.25467,"skew_inten_ch_4":0.74744,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":13474,"total_inten_ch_2":78548,"total_inten_ch_3":3310,"total_inten_ch_4":9244,"var_inten_ch_1":33.48642,"var_inten_ch_3":22.40425,"var_inten_ch_4":40.72859,"width_ch_1":12.37753}
{"case":"Test","class":"PS","angle_ch_1":138.86924,"area_ch_1":771,"avg_inten_ch_1":21.02582,"avg_inten_ch_2":22.5231,"avg_inten_ch_3":40.38179,"avg_inten_ch_4":142.41033,"convex_hull_area_ratio_ch_1":1.44408,"convex_hull_perim_ratio_ch_1":0.67857,"diff_inten_density_ch_1":36.43089,"diff_inten_density_ch_3":31.78936,"diff_inten_density_ch_4":94.71027,"entropy_inten_ch_1":5.62434,"entropy_inten_ch_3":6.30264,"entropy_inten_ch_4":7.2891,"eq_circ_diam_ch_1":31.34102,"eq_ellipse_lwr_ch_1":1.74123,"eq_ellipse_oblate_vol_ch_1":2155.09369,"eq_ellipse_prolate_vol_ch_1":1237.68574,"eq_sphere_area_ch_1":3085.85941,"eq_sphere_vol_ch_1":16118.99711,"fiber_align_2_ch_3":1.486,"fiber_align_2_ch_4":1.44813,"fiber_length_ch_1":88.60087,"fiber_width_ch_1":9.0976,"inten_cooc_asm_ch_3":0.00998,"inten_cooc_asm_ch_4":0.01239,"inten_cooc_contrast_ch_3":14.69994,"inten_cooc_contrast_ch_4":12.64092,"inten_cooc_entropy_ch_3":7.53099,"inten_cooc_entropy_ch_4":7.35081,"inten_cooc_max_ch_3":0.07069,"inten_cooc_max_ch_4":0.08309,"kurt_inten_ch_1":0.08794,"kurt_inten_ch_3":0.46589,"kurt_inten_ch_4":0.0172,"length_ch_1":53.06932,"neighbor_avg_dist_ch_1":252.47745,"neighbor_min_dist_ch_1":45.05925,"neighbor_var_dist_ch_1":145.27333,"perim_ch_1":195.39693,"shape_bfr_ch_1":0.46009,"shape_lwr_ch_1":1.67962,"shape_p_2_a_ch_1":3.76928,"skew_inten_ch_1":0.80222,"skew_inten_ch_3":0.82023,"skew_inten_ch_4":0.44504,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":13,"total_inten_ch_1":15475,"total_inten_ch_2":15842,"total_inten_ch_3":29721,"total_inten_ch_4":104814,"var_inten_ch_1":17.43717,"var_inten_ch_3":31.35989,"var_inten_ch_4":101.90022,"width_ch_1":31.59595}
{"case":"Test","class":"PS","angle_ch_1":31.21712,"area_ch_1":166,"avg_inten_ch_1":95.03774,"avg_inten_ch_2":344.68553,"avg_inten_ch_3":41.53459,"avg_inten_ch_4":188.08805,"convex_hull_area_ratio_ch_1":1.14583,"convex_hull_perim_ratio_ch_1":0.93444,"diff_inten_density_ch_1":56.5053,"diff_inten_density_ch_3":36.28622,"diff_inten_density_ch_4":117.81272,"entropy_inten_ch_1":6.50057,"entropy_inten_ch_3":5.06704,"entropy_inten_ch_4":5.86077,"eq_circ_diam_ch_1":14.56709,"eq_ellipse_lwr_ch_1":2.2893,"eq_ellipse_oblate_vol_ch_1":248.1239,"eq_ellipse_prolate_vol_ch_1":108.38417,"eq_sphere_area_ch_1":666.64626,"eq_sphere_vol_ch_1":1618.51595,"fiber_align_2_ch_3":1.25214,"fiber_align_2_ch_4":1.08429,"fiber_length_ch_1":22.6669,"fiber_width_ch_1":7.76883,"inten_cooc_asm_ch_3":0.0919,"inten_cooc_asm_ch_4":0.04898,"inten_cooc_contrast_ch_3":8.66215,"inten_cooc_contrast_ch_4":4.84118,"inten_cooc_entropy_ch_3":5.53512,"inten_cooc_entropy_ch_4":5.90984,"inten_cooc_max_ch_3":0.29861,"inten_cooc_max_ch_4":0.20863,"kurt_inten_ch_1":-0.82611,"kurt_inten_ch_3":-0.09707,"kurt_inten_ch_4":-0.21081,"length_ch_1":23.34828,"neighbor_avg_dist_ch_1":226.79744,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":115.8869,"perim_ch_1":60.87146,"shape_bfr_ch_1":0.62422,"shape_lwr_ch_1":2.04179,"shape_p_2_a_ch_1":1.67443,"skew_inten_ch_1":0.0117,"skew_inten_ch_3":0.87034,"skew_inten_ch_4":0.79002,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":15111,"total_inten_ch_2":54647,"total_inten_ch_3":6604,"total_inten_ch_4":29906,"var_inten_ch_1":48.12731,"var_inten_ch_3":42.75155,"var_inten_ch_4":182.18476,"width_ch_1":11.43523}
{"case":"Train","class":"WS","angle_ch_1":79.29019,"area_ch_1":835,"avg_inten_ch_1":47.85571,"avg_inten_ch_2":67.38896,"avg_inten_ch_3":73.06775,"avg_inten_ch_4":11.64743,"convex_hull_area_ratio_ch_1":1.64371,"convex_hull_perim_ratio_ch_1":0.61256,"diff_inten_density_ch_1":55.87578,"diff_inten_density_ch_3":39.15267,"diff_inten_density_ch_4":11.47051,"entropy_inten_ch_1":6.71977,"entropy_inten_ch_3":6.33953,"entropy_inten_ch_4":3.94783,"eq_circ_diam_ch_1":32.61395,"eq_ellipse_lwr_ch_1":2.24131,"eq_ellipse_oblate_vol_ch_1":2755.24091,"eq_ellipse_prolate_vol_ch_1":1229.30171,"eq_sphere_area_ch_1":3341.61678,"eq_sphere_vol_ch_1":18163.88643,"fiber_align_2_ch_3":1.33753,"fiber_align_2_ch_4":1.04455,"fiber_length_ch_1":117.82035,"fiber_width_ch_1":7.49083,"inten_cooc_asm_ch_3":0.05478,"inten_cooc_asm_ch_4":0.16103,"inten_cooc_contrast_ch_3":4.8677,"inten_cooc_contrast_ch_4":4.49033,"inten_cooc_entropy_ch_3":6.14852,"inten_cooc_entropy_ch_4":4.90054,"inten_cooc_max_ch_3":0.22449,"inten_cooc_max_ch_4":0.40136,"kurt_inten_ch_1":0.42768,"kurt_inten_ch_3":1.00944,"kurt_inten_ch_4":-0.35973,"length_ch_1":60.73907,"neighbor_avg_dist_ch_1":225.9602,"neighbor_min_dist_ch_1":31.32255,"neighbor_var_dist_ch_1":90.87094,"perim_ch_1":250.62237,"shape_bfr_ch_1":0.462,"shape_lwr_ch_1":2.04026,"shape_p_2_a_ch_1":5.66339,"skew_inten_ch_1":0.7754,"skew_inten_ch_3":0.85774,"skew_inten_ch_4":0.92166,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":21,"total_inten_ch_1":38141,"total_inten_ch_2":52913,"total_inten_ch_3":58235,"total_inten_ch_4":9283,"var_inten_ch_1":32.18911,"var_inten_ch_3":67.35706,"var_inten_ch_4":14.25304,"width_ch_1":29.7703}
{"case":"Train","class":"PS","angle_ch_1":23.44395,"area_ch_1":276,"avg_inten_ch_1":39.86742,"avg_inten_ch_2":152.48864,"avg_inten_ch_3":66.07197,"avg_inten_ch_4":27.01136,"convex_hull_area_ratio_ch_1":1.47274,"convex_hull_perim_ratio_ch_1":0.79327,"diff_inten_density_ch_1":43.53219,"diff_inten_density_ch_3":47.35622,"diff_inten_density_ch_4":32.86695,"entropy_inten_ch_1":6.07522,"entropy_inten_ch_3":5.78585,"entropy_inten_ch_4":3.32627,"eq_circ_diam_ch_1":18.77051,"eq_ellipse_lwr_ch_1":2.17361,"eq_ellipse_oblate_vol_ch_1":517.27119,"eq_ellipse_prolate_vol_ch_1":237.97788,"eq_sphere_area_ch_1":1106.88435,"eq_sphere_vol_ch_1":3462.79822,"fiber_align_2_ch_3":1.23603,"fiber_align_2_ch_4":1.46364,"fiber_length_ch_1":45.82107,"fiber_width_ch_1":6.39946,"inten_cooc_asm_ch_3":0.05209,"inten_cooc_asm_ch_4":0.32557,"inten_cooc_contrast_ch_3":7.08935,"inten_cooc_contrast_ch_4":2.4729,"inten_cooc_entropy_ch_3":6.04386,"inten_cooc_entropy_ch_4":3.43223,"inten_cooc_max_ch_3":0.23043,"inten_cooc_max_ch_4":0.56957,"kurt_inten_ch_1":-0.30391,"kurt_inten_ch_3":-0.42964,"kurt_inten_ch_4":2.29425,"length_ch_1":32.28545,"neighbor_avg_dist_ch_1":221.53261,"neighbor_min_dist_ch_1":22.36034,"neighbor_var_dist_ch_1":106.27188,"perim_ch_1":104.44106,"shape_bfr_ch_1":0.42573,"shape_lwr_ch_1":1.60365,"shape_p_2_a_ch_1":2.9602,"skew_inten_ch_1":0.43199,"skew_inten_ch_3":0.63029,"skew_inten_ch_4":1.73224,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":10525,"total_inten_ch_2":39994,"total_inten_ch_3":17443,"total_inten_ch_4":7131,"var_inten_ch_1":22.58522,"var_inten_ch_3":60.36648,"var_inten_ch_4":45.48489,"width_ch_1":20.13249}
{"case":"Train","class":"PS","angle_ch_1":52.64847,"area_ch_1":399,"avg_inten_ch_1":19.74541,"avg_inten_ch_2":140.7769,"avg_inten_ch_3":15.0315,"avg_inten_ch_4":54.32546,"convex_hull_area_ratio_ch_1":1.3929,"convex_hull_perim_ratio_ch_1":0.72739,"diff_inten_density_ch_1":36.14919,"diff_inten_density_ch_3":17.62925,"diff_inten_density_ch_4":36.38257,"entropy_inten_ch_1":5.42637,"entropy_inten_ch_3":4.25058,"entropy_inten_ch_4":4.83502,"eq_circ_diam_ch_1":22.54949,"eq_ellipse_lwr_ch_1":3.08055,"eq_ellipse_oblate_vol_ch_1":1067.63547,"eq_ellipse_prolate_vol_ch_1":346.57324,"eq_sphere_area_ch_1":1597.43537,"eq_sphere_vol_ch_1":6003.55867,"fiber_align_2_ch_3":1.69762,"fiber_align_2_ch_4":1.01729,"fiber_length_ch_1":63.0119,"fiber_width_ch_1":6.79529,"inten_cooc_asm_ch_3":0.11144,"inten_cooc_asm_ch_4":0.17204,"inten_cooc_contrast_ch_3":6.45515,"inten_cooc_contrast_ch_4":3.74056,"inten_cooc_entropy_ch_3":5.22429,"inten_cooc_entropy_ch_4":4.68547,"inten_cooc_max_ch_3":0.32647,"inten_cooc_max_ch_4":0.4095,"kurt_inten_ch_1":0.16394,"kurt_inten_ch_3":0.65721,"kurt_inten_ch_4":-0.66718,"length_ch_1":42.77135,"neighbor_avg_dist_ch_1":196.13696,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":79.51725,"perim_ch_1":139.61438,"shape_bfr_ch_1":0.52461,"shape_lwr_ch_1":2.40313,"shape_p_2_a_ch_1":3.62258,"skew_inten_ch_1":0.77668,"skew_inten_ch_3":1.2117,"skew_inten_ch_4":0.69226,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":12,"total_inten_ch_1":7523,"total_inten_ch_2":53256,"total_inten_ch_3":5727,"total_inten_ch_4":20698,"var_inten_ch_1":16.5163,"var_inten_ch_3":18.9228,"var_inten_ch_4":59.73102,"width_ch_1":17.79817}
{"case":"Test","class":"WS","angle_ch_1":165.68263,"area_ch_1":347,"avg_inten_ch_1":27.21687,"avg_inten_ch_2":146.06325,"avg_inten_ch_3":34.37048,"avg_inten_ch_4":54.50904,"convex_hull_area_ratio_ch_1":1.30014,"convex_hull_perim_ratio_ch_1":0.82232,"diff_inten_density_ch_1":37.76333,"diff_inten_density_ch_3":27.88,"diff_inten_density_ch_4":36.94333,"entropy_inten_ch_1":5.85,"entropy_inten_ch_3":4.11654,"entropy_inten_ch_4":4.79796,"eq_circ_diam_ch_1":21.04957,"eq_ellipse_lwr_ch_1":2.36568,"eq_ellipse_oblate_vol_ch_1":761.03877,"eq_ellipse_prolate_vol_ch_1":321.69964,"eq_sphere_area_ch_1":1391.99093,"eq_sphere_vol_ch_1":4883.46884,"fiber_align_2_ch_3":1.25255,"fiber_align_2_ch_4":1.23455,"fiber_length_ch_1":44.00931,"fiber_width_ch_1":8.3718,"inten_cooc_asm_ch_3":0.24263,"inten_cooc_asm_ch_4":0.16152,"inten_cooc_contrast_ch_3":1.50489,"inten_cooc_contrast_ch_4":3.06615,"inten_cooc_entropy_ch_3":3.96349,"inten_cooc_entropy_ch_4":4.78525,"inten_cooc_max_ch_3":0.49164,"inten_cooc_max_ch_4":0.39799,"kurt_inten_ch_1":2.79821,"kurt_inten_ch_3":4.36396,"kurt_inten_ch_4":-0.68416,"length_ch_1":32.54531,"neighbor_avg_dist_ch_1":281.8029,"neighbor_min_dist_ch_1":22.05353,"neighbor_var_dist_ch_1":122.64717,"perim_ch_1":104.76223,"shape_bfr_ch_1":0.57905,"shape_lwr_ch_1":1.76243,"shape_p_2_a_ch_1":2.37046,"skew_inten_ch_1":1.45198,"skew_inten_ch_3":2.15965,"skew_inten_ch_4":0.83752,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":9036,"total_inten_ch_2":48162,"total_inten_ch_3":11411,"total_inten_ch_4":18097,"var_inten_ch_1":23.90319,"var_inten_ch_3":59.01749,"var_inten_ch_4":64.45997,"width_ch_1":18.46612}
{"case":"Train","class":"WS","angle_ch_1":75.28213,"area_ch_1":764,"avg_inten_ch_1":44.57476,"avg_inten_ch_2":57.38683,"avg_inten_ch_3":35.10151,"avg_inten_ch_4":84.6941,"convex_hull_area_ratio_ch_1":1.66622,"convex_hull_perim_ratio_ch_1":0.86536,"diff_inten_density_ch_1":44.72794,"diff_inten_density_ch_3":24.31029,"diff_inten_density_ch_4":38.86471,"entropy_inten_ch_1":6.61005,"entropy_inten_ch_3":5.00717,"entropy_inten_ch_4":6.93634,"eq_circ_diam_ch_1":31.19162,"eq_ellipse_lwr_ch_1":2.9537,"eq_ellipse_oblate_vol_ch_1":2766.91844,"eq_ellipse_prolate_vol_ch_1":936.76214,"eq_sphere_area_ch_1":3056.5102,"eq_sphere_vol_ch_1":15889.58623,"fiber_align_2_ch_3":1.34994,"fiber_align_2_ch_4":1.1157,"fiber_length_ch_1":77.70744,"fiber_width_ch_1":10.08293,"inten_cooc_asm_ch_3":0.11349,"inten_cooc_asm_ch_4":0.02158,"inten_cooc_contrast_ch_3":2.83217,"inten_cooc_contrast_ch_4":4.39738,"inten_cooc_entropy_ch_3":5.05029,"inten_cooc_entropy_ch_4":6.69386,"inten_cooc_max_ch_3":0.32706,"inten_cooc_max_ch_4":0.12556,"kurt_inten_ch_1":0.86812,"kurt_inten_ch_3":1.34263,"kurt_inten_ch_4":-0.01673,"length_ch_1":60.49464,"neighbor_avg_dist_ch_1":289.54813,"neighbor_min_dist_ch_1":32.71388,"neighbor_var_dist_ch_1":137.27708,"perim_ch_1":175.58075,"shape_bfr_ch_1":0.44389,"shape_lwr_ch_1":2.12589,"shape_p_2_a_ch_1":3.13106,"skew_inten_ch_1":1.01698,"skew_inten_ch_3":1.52594,"skew_inten_ch_4":0.66147,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":14,"total_inten_ch_1":32495,"total_inten_ch_2":41107,"total_inten_ch_3":25589,"total_inten_ch_4":61742,"var_inten_ch_1":33.58719,"var_inten_ch_3":51.67956,"var_inten_ch_4":68.21097,"width_ch_1":28.45618}
{"case":"Train","class":"WS","angle_ch_1":36.76597,"area_ch_1":588,"avg_inten_ch_1":25.5098,"avg_inten_ch_2":103.31373,"avg_inten_ch_3":33.05526,"avg_inten_ch_4":78.78431,"convex_hull_area_ratio_ch_1":1.19092,"convex_hull_perim_ratio_ch_1":0.84034,"diff_inten_density_ch_1":36.52344,"diff_inten_density_ch_3":28.72249,"diff_inten_density_ch_4":45.33493,"entropy_inten_ch_1":5.77399,"entropy_inten_ch_3":4.75292,"entropy_inten_ch_4":6.10924,"eq_circ_diam_ch_1":27.36249,"eq_ellipse_lwr_ch_1":1.40793,"eq_ellipse_oblate_vol_ch_1":1289.60438,"eq_ellipse_prolate_vol_ch_1":915.95721,"eq_sphere_area_ch_1":2352.12925,"eq_sphere_vol_ch_1":10726.68649,"fiber_align_2_ch_3":1.41609,"fiber_align_2_ch_4":1.34473,"fiber_length_ch_1":48.90206,"fiber_width_ch_1":12.51769,"inten_cooc_asm_ch_3":0.14056,"inten_cooc_asm_ch_4":0.05308,"inten_cooc_contrast_ch_3":3.18719,"inten_cooc_contrast_ch_4":4.53888,"inten_cooc_entropy_ch_3":4.84721,"inten_cooc_entropy_ch_4":6.09521,"inten_cooc_max_ch_3":0.36502,"inten_cooc_max_ch_4":0.23384,"kurt_inten_ch_1":2.9685,"kurt_inten_ch_3":3.26835,"kurt_inten_ch_4":-0.96487,"length_ch_1":37.46431,"neighbor_avg_dist_ch_1":284.32818,"neighbor_min_dist_ch_1":29.13813,"neighbor_var_dist_ch_1":128.5377,"perim_ch_1":122.83949,"shape_bfr_ch_1":0.59377,"shape_lwr_ch_1":1.41728,"shape_p_2_a_ch_1":1.96161,"skew_inten_ch_1":1.40716,"skew_inten_ch_3":1.82737,"skew_inten_ch_4":0.54205,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":7,"total_inten_ch_1":14311,"total_inten_ch_2":57399,"total_inten_ch_3":18544,"total_inten_ch_4":44198,"var_inten_ch_1":23.12271,"var_inten_ch_3":48.26722,"var_inten_ch_4":76.89821,"width_ch_1":26.43393}
{"case":"Test","class":"PS","angle_ch_1":97.31276,"area_ch_1":186,"avg_inten_ch_1":103.36517,"avg_inten_ch_2":4.89888,"avg_inten_ch_3":33.86517,"avg_inten_ch_4":94.89326,"convex_hull_area_ratio_ch_1":1.16622,"convex_hull_perim_ratio_ch_1":0.90999,"diff_inten_density_ch_1":56.06875,"diff_inten_density_ch_3":22.74375,"diff_inten_density_ch_4":51.29375,"entropy_inten_ch_1":6.78164,"entropy_inten_ch_3":5.91687,"entropy_inten_ch_4":6.36205,"eq_circ_diam_ch_1":15.4129,"eq_ellipse_lwr_ch_1":1.82406,"eq_ellipse_oblate_vol_ch_1":262.34396,"eq_ellipse_prolate_vol_ch_1":143.82422,"eq_sphere_area_ch_1":746.30839,"eq_sphere_vol_ch_1":1917.12883,"fiber_align_2_ch_3":1.25595,"fiber_align_2_ch_4":1.16998,"fiber_length_ch_1":23.4082,"fiber_width_ch_1":8.3512,"inten_cooc_asm_ch_3":0.01143,"inten_cooc_asm_ch_4":0.01954,"inten_cooc_contrast_ch_3":14.53946,"inten_cooc_contrast_ch_4":4.54024,"inten_cooc_entropy_ch_3":7.06557,"inten_cooc_entropy_ch_4":6.48366,"inten_cooc_max_ch_3":0.06962,"inten_cooc_max_ch_4":0.10127,"kurt_inten_ch_1":-0.51386,"kurt_inten_ch_3":0.18035,"kurt_inten_ch_4":1.81756,"length_ch_1":21.48248,"neighbor_avg_dist_ch_1":291.84702,"neighbor_min_dist_ch_1":32.7619,"neighbor_var_dist_ch_1":128.07003,"perim_ch_1":63.51881,"shape_bfr_ch_1":0.60974,"shape_lwr_ch_1":1.5082,"shape_p_2_a_ch_1":1.64239,"skew_inten_ch_1":0.51753,"skew_inten_ch_3":0.82437,"skew_inten_ch_4":1.46566,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":18399,"total_inten_ch_2":695,"total_inten_ch_3":6028,"total_inten_ch_4":16891,"var_inten_ch_1":57.32919,"var_inten_ch_3":23.80029,"var_inten_ch_4":105.21906,"width_ch_1":14.24379}
{"case":"Train","class":"PS","angle_ch_1":47.82614,"area_ch_1":218,"avg_inten_ch_1":29.57692,"avg_inten_ch_2":230.23077,"avg_inten_ch_3":8.88462,"avg_inten_ch_4":18.15865,"convex_hull_area_ratio_ch_1":1.11718,"convex_hull_perim_ratio_ch_1":0.88791,"diff_inten_density_ch_1":37.70933,"diff_inten_density_ch_3":14.50933,"diff_inten_density_ch_4":13.976,"entropy_inten_ch_1":5.76251,"entropy_inten_ch_3":3.50273,"entropy_inten_ch_4":1.97432,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":1.81062,"eq_ellipse_oblate_vol_ch_1":330.16431,"eq_ellipse_prolate_vol_ch_1":182.34883,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.47057,"fiber_align_2_ch_4":1.40044,"fiber_length_ch_1":25.55329,"fiber_width_ch_1":9.01406,"inten_cooc_asm_ch_3":0.14004,"inten_cooc_asm_ch_4":0.58974,"inten_cooc_contrast_ch_3":8.29937,"inten_cooc_contrast_ch_4":0.43314,"inten_cooc_entropy_ch_3":4.91163,"inten_cooc_entropy_ch_4":1.77222,"inten_cooc_max_ch_3":0.37037,"inten_cooc_max_ch_4":0.77957,"kurt_inten_ch_1":-0.73762,"kurt_inten_ch_3":1.06792,"kurt_inten_ch_4":2.12331,"length_ch_1":24.03952,"neighbor_avg_dist_ch_1":337.58165,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":128.38733,"perim_ch_1":69.1347,"shape_bfr_ch_1":0.59035,"shape_lwr_ch_1":1.56479,"shape_p_2_a_ch_1":1.65125,"skew_inten_ch_1":0.36417,"skew_inten_ch_3":1.29287,"skew_inten_ch_4":1.92818,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6152,"total_inten_ch_2":47681,"total_inten_ch_3":1848,"total_inten_ch_4":3777,"var_inten_ch_1":19.47147,"var_inten_ch_3":11.72957,"var_inten_ch_4":38.75154,"width_ch_1":15.36278}
{"case":"Train","class":"PS","angle_ch_1":69.76887,"area_ch_1":414,"avg_inten_ch_1":47.43797,"avg_inten_ch_2":131.83038,"avg_inten_ch_3":102.18987,"avg_inten_ch_4":122.54937,"convex_hull_area_ratio_ch_1":1.37328,"convex_hull_perim_ratio_ch_1":0.65935,"diff_inten_density_ch_1":53.69417,"diff_inten_density_ch_3":93.3357,"diff_inten_density_ch_4":87.83926,"entropy_inten_ch_1":6.55018,"entropy_inten_ch_3":7.1678,"entropy_inten_ch_4":6.58003,"eq_circ_diam_ch_1":22.96005,"eq_ellipse_lwr_ch_1":1.73742,"eq_ellipse_oblate_vol_ch_1":846.38801,"eq_ellipse_prolate_vol_ch_1":487.15244,"eq_sphere_area_ch_1":1656.13379,"eq_sphere_vol_ch_1":6337.48492,"fiber_align_2_ch_3":1.74897,"fiber_align_2_ch_4":1.33691,"fiber_length_ch_1":65.0191,"fiber_width_ch_1":6.72657,"inten_cooc_asm_ch_3":0.0073,"inten_cooc_asm_ch_4":0.03091,"inten_cooc_contrast_ch_3":15.42276,"inten_cooc_contrast_ch_4":7.74859,"inten_cooc_entropy_ch_3":7.53778,"inten_cooc_entropy_ch_4":6.54427,"inten_cooc_max_ch_3":0.04,"inten_cooc_max_ch_4":0.16286,"kurt_inten_ch_1":6.09218,"kurt_inten_ch_3":7.77598,"kurt_inten_ch_4":-0.34222,"length_ch_1":37.11342,"neighbor_avg_dist_ch_1":180.10686,"neighbor_min_dist_ch_1":32.96921,"neighbor_var_dist_ch_1":77.2555,"perim_ch_1":143.49134,"shape_bfr_ch_1":0.45212,"shape_lwr_ch_1":1.50411,"shape_p_2_a_ch_1":3.74631,"skew_inten_ch_1":2.29057,"skew_inten_ch_3":2.61158,"skew_inten_ch_4":0.68932,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":11,"total_inten_ch_1":18738,"total_inten_ch_2":51679,"total_inten_ch_3":40365,"total_inten_ch_4":48407,"var_inten_ch_1":47.81984,"var_inten_ch_3":123.10499,"var_inten_ch_4":112.29189,"width_ch_1":24.67463}
{"case":"Test","class":"WS","angle_ch_1":149.64299,"area_ch_1":432,"avg_inten_ch_1":54.86441,"avg_inten_ch_2":41.34383,"avg_inten_ch_3":46.31477,"avg_inten_ch_4":18.52785,"convex_hull_area_ratio_ch_1":1.1467,"convex_hull_perim_ratio_ch_1":0.91629,"diff_inten_density_ch_1":51.10376,"diff_inten_density_ch_3":41.16861,"diff_inten_density_ch_4":25.92088,"entropy_inten_ch_1":6.66712,"entropy_inten_ch_3":6.46007,"entropy_inten_ch_4":5.18691,"eq_circ_diam_ch_1":23.47736,"eq_ellipse_lwr_ch_1":1.88024,"eq_ellipse_oblate_vol_ch_1":941.35549,"eq_ellipse_prolate_vol_ch_1":500.6562,"eq_sphere_area_ch_1":1731.60317,"eq_sphere_vol_ch_1":6775.57838,"fiber_align_2_ch_3":1.46388,"fiber_align_2_ch_4":1,"fiber_length_ch_1":33.85976,"fiber_width_ch_1":13.24172,"inten_cooc_asm_ch_3":0.00603,"inten_cooc_asm_ch_4":0.00738,"inten_cooc_contrast_ch_3":23.19464,"inten_cooc_contrast_ch_4":40.43273,"inten_cooc_entropy_ch_3":7.7706,"inten_cooc_entropy_ch_4":7.72415,"inten_cooc_max_ch_3":0.03608,"inten_cooc_max_ch_4":0.05155,"kurt_inten_ch_1":-0.2594,"kurt_inten_ch_3":-0.49599,"kurt_inten_ch_4":-0.41447,"length_ch_1":33.01498,"neighbor_avg_dist_ch_1":228.52673,"neighbor_min_dist_ch_1":26.42143,"neighbor_var_dist_ch_1":105.52476,"perim_ch_1":94.20296,"shape_bfr_ch_1":0.61955,"shape_lwr_ch_1":1.55994,"shape_p_2_a_ch_1":1.57503,"skew_inten_ch_1":0.47985,"skew_inten_ch_3":0.39444,"skew_inten_ch_4":0.4877,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":19,"total_inten_ch_1":22659,"total_inten_ch_2":16663,"total_inten_ch_3":19128,"total_inten_ch_4":7652,"var_inten_ch_1":33.62809,"var_inten_ch_3":30.50015,"var_inten_ch_4":14.38968,"width_ch_1":21.16427}
{"case":"Train","class":"WS","angle_ch_1":64.98954,"area_ch_1":280,"avg_inten_ch_1":419.34701,"avg_inten_ch_2":236.72388,"avg_inten_ch_3":16.99627,"avg_inten_ch_4":45.1903,"convex_hull_area_ratio_ch_1":1.04122,"convex_hull_perim_ratio_ch_1":0.96036,"diff_inten_density_ch_1":134.29839,"diff_inten_density_ch_3":15.57258,"diff_inten_density_ch_4":29.16532,"entropy_inten_ch_1":7.75167,"entropy_inten_ch_3":2.40869,"entropy_inten_ch_4":5.95681,"eq_circ_diam_ch_1":18.91218,"eq_ellipse_lwr_ch_1":1.3595,"eq_ellipse_oblate_vol_ch_1":418.42042,"eq_ellipse_prolate_vol_ch_1":307.7759,"eq_sphere_area_ch_1":1123.65533,"eq_sphere_vol_ch_1":3541.79554,"fiber_align_2_ch_3":1.39827,"fiber_align_2_ch_4":1.3587,"fiber_length_ch_1":18.79875,"fiber_width_ch_1":15.55656,"inten_cooc_asm_ch_3":0.48066,"inten_cooc_asm_ch_4":0.02622,"inten_cooc_contrast_ch_3":0.60307,"inten_cooc_contrast_ch_4":7.72551,"inten_cooc_entropy_ch_3":2.27264,"inten_cooc_entropy_ch_4":6.63736,"inten_cooc_max_ch_3":0.692,"inten_cooc_max_ch_4":0.14634,"kurt_inten_ch_1":-0.9538,"kurt_inten_ch_3":6.59363,"kurt_inten_ch_4":-0.88914,"length_ch_1":24.74027,"neighbor_avg_dist_ch_1":246.07735,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":110.43988,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.6202,"shape_lwr_ch_1":1.35136,"shape_p_2_a_ch_1":1.28467,"skew_inten_ch_1":0.13309,"skew_inten_ch_3":2.70993,"skew_inten_ch_4":0.35275,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":112385,"total_inten_ch_2":63175,"total_inten_ch_3":4555,"total_inten_ch_4":12111,"var_inten_ch_1":236.91521,"var_inten_ch_3":40.05179,"var_inten_ch_4":35.42973,"width_ch_1":18.30772}
{"case":"Test","class":"PS","angle_ch_1":92.26607,"area_ch_1":226,"avg_inten_ch_1":27.18519,"avg_inten_ch_2":9.89815,"avg_inten_ch_3":60.57407,"avg_inten_ch_4":24.43981,"convex_hull_area_ratio_ch_1":1.51983,"convex_hull_perim_ratio_ch_1":0.85651,"diff_inten_density_ch_1":38.89812,"diff_inten_density_ch_3":49.10188,"diff_inten_density_ch_4":21.74531,"entropy_inten_ch_1":5.81077,"entropy_inten_ch_3":6.4838,"entropy_inten_ch_4":4.31426,"eq_circ_diam_ch_1":16.97857,"eq_ellipse_lwr_ch_1":2.38894,"eq_ellipse_oblate_vol_ch_1":401.33329,"eq_ellipse_prolate_vol_ch_1":167.99609,"eq_sphere_area_ch_1":905.63265,"eq_sphere_vol_ch_1":2562.72451,"fiber_align_2_ch_3":1.52855,"fiber_align_2_ch_4":1.70429,"fiber_length_ch_1":43.33109,"fiber_width_ch_1":5.64236,"inten_cooc_asm_ch_3":0.0073,"inten_cooc_asm_ch_4":0.1304,"inten_cooc_contrast_ch_3":19.05799,"inten_cooc_contrast_ch_4":4.38682,"inten_cooc_entropy_ch_3":7.39376,"inten_cooc_entropy_ch_4":5.01039,"inten_cooc_max_ch_3":0.02618,"inten_cooc_max_ch_4":0.37696,"kurt_inten_ch_1":-0.04693,"kurt_inten_ch_3":0.22164,"kurt_inten_ch_4":-0.24661,"length_ch_1":34.86327,"neighbor_avg_dist_ch_1":217.41402,"neighbor_min_dist_ch_1":31.2052,"neighbor_var_dist_ch_1":99.24595,"perim_ch_1":97.94688,"shape_bfr_ch_1":0.40402,"shape_lwr_ch_1":2.16895,"shape_p_2_a_ch_1":3.12255,"skew_inten_ch_1":0.70633,"skew_inten_ch_3":0.92883,"skew_inten_ch_4":1.00352,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5872,"total_inten_ch_2":1923,"total_inten_ch_3":13084,"total_inten_ch_4":5279,"var_inten_ch_1":18.80241,"var_inten_ch_3":43.67106,"var_inten_ch_4":30.14987,"width_ch_1":16.0738}
{"case":"Train","class":"PS","angle_ch_1":151.60733,"area_ch_1":227,"avg_inten_ch_1":97.93548,"avg_inten_ch_2":212.70046,"avg_inten_ch_3":21.79724,"avg_inten_ch_4":40.79263,"convex_hull_area_ratio_ch_1":1.07642,"convex_hull_perim_ratio_ch_1":0.97007,"diff_inten_density_ch_1":61.32061,"diff_inten_density_ch_3":22.48092,"diff_inten_density_ch_4":28.07888,"entropy_inten_ch_1":6.77919,"entropy_inten_ch_3":2.74782,"entropy_inten_ch_4":3.11667,"eq_circ_diam_ch_1":17.01783,"eq_ellipse_lwr_ch_1":2.69513,"eq_ellipse_oblate_vol_ch_1":429.24076,"eq_ellipse_prolate_vol_ch_1":159.26537,"eq_sphere_area_ch_1":909.8254,"eq_sphere_vol_ch_1":2580.54179,"fiber_align_2_ch_3":1.40825,"fiber_align_2_ch_4":1.47534,"fiber_length_ch_1":25.28696,"fiber_width_ch_1":9.49243,"inten_cooc_asm_ch_3":0.37267,"inten_cooc_asm_ch_4":0.36562,"inten_cooc_contrast_ch_3":1.42105,"inten_cooc_contrast_ch_4":1.03163,"inten_cooc_entropy_ch_3":2.93753,"inten_cooc_entropy_ch_4":3.03116,"inten_cooc_max_ch_3":0.60733,"inten_cooc_max_ch_4":0.60396,"kurt_inten_ch_1":-0.82257,"kurt_inten_ch_3":7.40441,"kurt_inten_ch_4":0.37475,"length_ch_1":29.25903,"neighbor_avg_dist_ch_1":251.15814,"neighbor_min_dist_ch_1":23.36889,"neighbor_var_dist_ch_1":121.99048,"perim_ch_1":69.55877,"shape_bfr_ch_1":0.61298,"shape_lwr_ch_1":2.3071,"shape_p_2_a_ch_1":1.60405,"skew_inten_ch_1":0.14189,"skew_inten_ch_3":2.77859,"skew_inten_ch_4":1.38108,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":21252,"total_inten_ch_2":45940,"total_inten_ch_3":4730,"total_inten_ch_4":8852,"var_inten_ch_1":48.73161,"var_inten_ch_3":48.98796,"var_inten_ch_4":66.90683,"width_ch_1":12.68218}
{"case":"Test","class":"PS","angle_ch_1":138.16935,"area_ch_1":164,"avg_inten_ch_1":109.16561,"avg_inten_ch_2":266.44586,"avg_inten_ch_3":4.73885,"avg_inten_ch_4":45.80255,"convex_hull_area_ratio_ch_1":1.05105,"convex_hull_perim_ratio_ch_1":0.96531,"diff_inten_density_ch_1":61.0424,"diff_inten_density_ch_3":9.23322,"diff_inten_density_ch_4":41.89753,"entropy_inten_ch_1":6.6209,"entropy_inten_ch_3":0.38811,"entropy_inten_ch_4":3.72266,"eq_circ_diam_ch_1":14.47518,"eq_ellipse_lwr_ch_1":1.50146,"eq_ellipse_oblate_vol_ch_1":197.16384,"eq_ellipse_prolate_vol_ch_1":131.31514,"eq_sphere_area_ch_1":658.26077,"eq_sphere_vol_ch_1":1588.07414,"fiber_align_2_ch_3":1.7364,"fiber_align_2_ch_4":1.69043,"fiber_length_ch_1":13.02031,"fiber_width_ch_1":13.02031,"inten_cooc_asm_ch_3":0.90444,"inten_cooc_asm_ch_4":0.25428,"inten_cooc_contrast_ch_3":0.02475,"inten_cooc_contrast_ch_4":2.64879,"inten_cooc_entropy_ch_3":0.35763,"inten_cooc_entropy_ch_4":3.84224,"inten_cooc_max_ch_3":0.9507,"inten_cooc_max_ch_4":0.50704,"kurt_inten_ch_1":-0.36897,"kurt_inten_ch_3":99.98081,"kurt_inten_ch_4":0.32777,"length_ch_1":18.35106,"neighbor_avg_dist_ch_1":310.51476,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":116.92489,"perim_ch_1":52.08125,"shape_bfr_ch_1":0.67268,"shape_lwr_ch_1":1.37655,"shape_p_2_a_ch_1":1.2368,"skew_inten_ch_1":0.04408,"skew_inten_ch_3":9.66896,"skew_inten_ch_4":1.22734,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":17139,"total_inten_ch_2":41676,"total_inten_ch_3":744,"total_inten_ch_4":7191,"var_inten_ch_1":49.69497,"var_inten_ch_3":35.43904,"var_inten_ch_4":65.36818,"width_ch_1":13.33124}
{"case":"Test","class":"WS","angle_ch_1":3.16907,"area_ch_1":191,"avg_inten_ch_1":153.91257,"avg_inten_ch_2":430.2623,"avg_inten_ch_3":281.64481,"avg_inten_ch_4":356.25137,"convex_hull_area_ratio_ch_1":1.05332,"convex_hull_perim_ratio_ch_1":0.96189,"diff_inten_density_ch_1":94.72973,"diff_inten_density_ch_3":188.45946,"diff_inten_density_ch_4":251.72673,"entropy_inten_ch_1":7.02368,"entropy_inten_ch_3":6.22809,"entropy_inten_ch_4":6.29069,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":1.27649,"eq_ellipse_oblate_vol_ch_1":228.77437,"eq_ellipse_prolate_vol_ch_1":179.22105,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.30204,"fiber_align_2_ch_4":1.33211,"fiber_length_ch_1":13.9381,"fiber_width_ch_1":13.9381,"inten_cooc_asm_ch_3":0.0434,"inten_cooc_asm_ch_4":0.02442,"inten_cooc_contrast_ch_3":6.48506,"inten_cooc_contrast_ch_4":8.91834,"inten_cooc_entropy_ch_3":6.11422,"inten_cooc_entropy_ch_4":6.43396,"inten_cooc_max_ch_3":0.19394,"inten_cooc_max_ch_4":0.13333,"kurt_inten_ch_1":-0.64148,"kurt_inten_ch_3":-0.7972,"kurt_inten_ch_4":-1.04873,"length_ch_1":18.57019,"neighbor_avg_dist_ch_1":252.76627,"neighbor_min_dist_ch_1":16.18785,"neighbor_var_dist_ch_1":127.7641,"perim_ch_1":55.75241,"shape_bfr_ch_1":0.70776,"shape_lwr_ch_1":1.27242,"shape_p_2_a_ch_1":1.22747,"skew_inten_ch_1":0.34224,"skew_inten_ch_3":0.50622,"skew_inten_ch_4":0.32092,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":28166,"total_inten_ch_2":78556,"total_inten_ch_3":51541,"total_inten_ch_4":65194,"var_inten_ch_1":88.77769,"var_inten_ch_3":247.25162,"var_inten_ch_4":301.07681,"width_ch_1":14.59441}
{"case":"Train","class":"PS","angle_ch_1":91.00323,"area_ch_1":206,"avg_inten_ch_1":48.6802,"avg_inten_ch_2":22.74112,"avg_inten_ch_3":102.80203,"avg_inten_ch_4":107.79188,"convex_hull_area_ratio_ch_1":1.48578,"convex_hull_perim_ratio_ch_1":0.90006,"diff_inten_density_ch_1":48.76744,"diff_inten_density_ch_3":74.59884,"diff_inten_density_ch_4":62.47674,"entropy_inten_ch_1":6.34892,"entropy_inten_ch_3":6.76826,"entropy_inten_ch_4":6.51228,"eq_circ_diam_ch_1":16.21464,"eq_ellipse_lwr_ch_1":2.67604,"eq_ellipse_oblate_vol_ch_1":369.97073,"eq_ellipse_prolate_vol_ch_1":138.25295,"eq_sphere_area_ch_1":825.97052,"eq_sphere_vol_ch_1":2232.13591,"fiber_align_2_ch_3":1.45907,"fiber_align_2_ch_4":1.32917,"fiber_length_ch_1":35.9116,"fiber_width_ch_1":6.15866,"inten_cooc_asm_ch_3":0.00884,"inten_cooc_asm_ch_4":0.01445,"inten_cooc_contrast_ch_3":10.70387,"inten_cooc_contrast_ch_4":7.54951,"inten_cooc_entropy_ch_3":7.08317,"inten_cooc_entropy_ch_4":6.81761,"inten_cooc_max_ch_3":0.02841,"inten_cooc_max_ch_4":0.09524,"kurt_inten_ch_1":0.75176,"kurt_inten_ch_3":1.59426,"kurt_inten_ch_4":-0.83474,"length_ch_1":29.77555,"neighbor_avg_dist_ch_1":247.78105,"neighbor_min_dist_ch_1":35.34739,"neighbor_var_dist_ch_1":121.81556,"perim_ch_1":84.14052,"shape_bfr_ch_1":0.45271,"shape_lwr_ch_1":1.94371,"shape_p_2_a_ch_1":2.54728,"skew_inten_ch_1":1.12482,"skew_inten_ch_3":1.42584,"skew_inten_ch_4":0.34795,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":3,"total_inten_ch_1":9590,"total_inten_ch_2":4284,"total_inten_ch_3":20252,"total_inten_ch_4":21235,"var_inten_ch_1":40.02822,"var_inten_ch_3":103.63395,"var_inten_ch_4":79.70805,"width_ch_1":15.31894}
{"case":"Test","class":"PS","angle_ch_1":179.06529,"area_ch_1":686,"avg_inten_ch_1":27.57099,"avg_inten_ch_2":117.43206,"avg_inten_ch_3":41.36641,"avg_inten_ch_4":75.4229,"convex_hull_area_ratio_ch_1":1.39657,"convex_hull_perim_ratio_ch_1":0.73872,"diff_inten_density_ch_1":40.86667,"diff_inten_density_ch_3":33.49167,"diff_inten_density_ch_4":46.26833,"entropy_inten_ch_1":5.93759,"entropy_inten_ch_3":5.61273,"entropy_inten_ch_4":6.77603,"eq_circ_diam_ch_1":29.56616,"eq_ellipse_lwr_ch_1":2.85064,"eq_ellipse_oblate_vol_ch_1":2315.01813,"eq_ellipse_prolate_vol_ch_1":812.10578,"eq_sphere_area_ch_1":2746.24717,"eq_sphere_vol_ch_1":13532.66234,"fiber_align_2_ch_3":1.15531,"fiber_align_2_ch_4":1.46217,"fiber_length_ch_1":84.12959,"fiber_width_ch_1":8.53765,"inten_cooc_asm_ch_3":0.07291,"inten_cooc_asm_ch_4":0.01834,"inten_cooc_contrast_ch_3":4.77213,"inten_cooc_contrast_ch_4":6.81556,"inten_cooc_entropy_ch_3":5.82062,"inten_cooc_entropy_ch_4":6.90876,"inten_cooc_max_ch_3":0.26131,"inten_cooc_max_ch_4":0.11609,"kurt_inten_ch_1":2.76237,"kurt_inten_ch_3":5.97822,"kurt_inten_ch_4":-0.64328,"length_ch_1":57.47602,"neighbor_avg_dist_ch_1":180.39256,"neighbor_min_dist_ch_1":28.52003,"neighbor_var_dist_ch_1":72.41349,"perim_ch_1":185.33449,"shape_bfr_ch_1":0.45221,"shape_lwr_ch_1":2.17588,"shape_p_2_a_ch_1":3.80551,"skew_inten_ch_1":1.37996,"skew_inten_ch_3":2.13037,"skew_inten_ch_4":0.48664,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":15,"total_inten_ch_1":18059,"total_inten_ch_2":76264,"total_inten_ch_3":27095,"total_inten_ch_4":49402,"var_inten_ch_1":23.17509,"var_inten_ch_3":54.87655,"var_inten_ch_4":62.46843,"width_ch_1":26.41509}
{"case":"Train","class":"WS","angle_ch_1":74.03145,"area_ch_1":309,"avg_inten_ch_1":175.73559,"avg_inten_ch_2":246.17966,"avg_inten_ch_3":79.67119,"avg_inten_ch_4":100.27458,"convex_hull_area_ratio_ch_1":1.04636,"convex_hull_perim_ratio_ch_1":0.95612,"diff_inten_density_ch_1":70.59273,"diff_inten_density_ch_3":63.50182,"diff_inten_density_ch_4":72.41091,"entropy_inten_ch_1":7.4721,"entropy_inten_ch_3":6.15178,"entropy_inten_ch_4":6.18625,"eq_circ_diam_ch_1":19.84199,"eq_ellipse_lwr_ch_1":1.56533,"eq_ellipse_oblate_vol_ch_1":518.5105,"eq_ellipse_prolate_vol_ch_1":331.24672,"eq_sphere_area_ch_1":1236.85941,"eq_sphere_vol_ch_1":4090.29207,"fiber_align_2_ch_3":1.3831,"fiber_align_2_ch_4":1.48467,"fiber_length_ch_1":22.97783,"fiber_width_ch_1":13.77642,"inten_cooc_asm_ch_3":0.03103,"inten_cooc_asm_ch_4":0.04486,"inten_cooc_contrast_ch_3":8.27641,"inten_cooc_contrast_ch_4":8.4347,"inten_cooc_entropy_ch_3":6.47034,"inten_cooc_entropy_ch_4":6.3608,"inten_cooc_max_ch_3":0.15441,"inten_cooc_max_ch_4":0.19784,"kurt_inten_ch_1":-1.10127,"kurt_inten_ch_3":4.99379,"kurt_inten_ch_4":-0.91519,"length_ch_1":25.59792,"neighbor_avg_dist_ch_1":302.64046,"neighbor_min_dist_ch_1":17.16217,"neighbor_var_dist_ch_1":118.56949,"perim_ch_1":73.50849,"shape_bfr_ch_1":0.69257,"shape_lwr_ch_1":1.46762,"shape_p_2_a_ch_1":1.35837,"skew_inten_ch_1":-0.03744,"skew_inten_ch_3":2.08076,"skew_inten_ch_4":0.39025,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":51842,"total_inten_ch_2":72329,"total_inten_ch_3":23503,"total_inten_ch_4":29581,"var_inten_ch_1":91.97935,"var_inten_ch_3":100.38035,"var_inten_ch_4":87.0731,"width_ch_1":17.44183}
{"case":"Test","class":"PS","angle_ch_1":75.48591,"area_ch_1":209,"avg_inten_ch_1":378.94,"avg_inten_ch_2":605.895,"avg_inten_ch_3":91.045,"avg_inten_ch_4":416.77,"convex_hull_area_ratio_ch_1":1.20192,"convex_hull_perim_ratio_ch_1":0.94888,"diff_inten_density_ch_1":155.1105,"diff_inten_density_ch_3":48.74033,"diff_inten_density_ch_4":297.53591,"entropy_inten_ch_1":7.34498,"entropy_inten_ch_3":5.55424,"entropy_inten_ch_4":6.03004,"eq_circ_diam_ch_1":16.33764,"eq_ellipse_lwr_ch_1":2.30236,"eq_ellipse_oblate_vol_ch_1":351.03719,"eq_ellipse_prolate_vol_ch_1":152.46844,"eq_sphere_area_ch_1":838.54875,"eq_sphere_vol_ch_1":2283.31742,"fiber_align_2_ch_3":1.25001,"fiber_align_2_ch_4":1.65487,"fiber_length_ch_1":25.58558,"fiber_width_ch_1":8.52131,"inten_cooc_asm_ch_3":0.07556,"inten_cooc_asm_ch_4":0.05435,"inten_cooc_contrast_ch_3":2.71768,"inten_cooc_contrast_ch_4":5.0532,"inten_cooc_entropy_ch_3":5.3575,"inten_cooc_entropy_ch_4":5.88353,"inten_cooc_max_ch_3":0.26554,"inten_cooc_max_ch_4":0.21622,"kurt_inten_ch_1":-0.11277,"kurt_inten_ch_3":0.32585,"kurt_inten_ch_4":2.56426,"length_ch_1":25.10539,"neighbor_avg_dist_ch_1":249.81564,"neighbor_min_dist_ch_1":18.45699,"neighbor_var_dist_ch_1":109.00888,"perim_ch_1":68.21378,"shape_bfr_ch_1":0.60178,"shape_lwr_ch_1":1.80928,"shape_p_2_a_ch_1":1.69836,"skew_inten_ch_1":0.43299,"skew_inten_ch_3":1.07812,"skew_inten_ch_4":1.41146,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":75788,"total_inten_ch_2":120980,"total_inten_ch_3":18209,"total_inten_ch_4":83354,"var_inten_ch_1":181.47795,"var_inten_ch_3":100.90953,"var_inten_ch_4":433.00538,"width_ch_1":13.8759}
{"case":"Train","class":"PS","angle_ch_1":52.72347,"area_ch_1":218,"avg_inten_ch_1":20.3125,"avg_inten_ch_2":262.97596,"avg_inten_ch_3":20.56731,"avg_inten_ch_4":44,"convex_hull_area_ratio_ch_1":1.25085,"convex_hull_perim_ratio_ch_1":0.84197,"diff_inten_density_ch_1":38.19137,"diff_inten_density_ch_3":32.83827,"diff_inten_density_ch_4":37.83019,"entropy_inten_ch_1":5.37525,"entropy_inten_ch_3":4.6137,"entropy_inten_ch_4":3.5625,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":1.62385,"eq_ellipse_oblate_vol_ch_1":312.67199,"eq_ellipse_prolate_vol_ch_1":192.55027,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.88616,"fiber_align_2_ch_4":1.32496,"fiber_length_ch_1":30.88869,"fiber_width_ch_1":7.47403,"inten_cooc_asm_ch_3":0.05189,"inten_cooc_asm_ch_4":0.27253,"inten_cooc_contrast_ch_3":15.18977,"inten_cooc_contrast_ch_4":1.91376,"inten_cooc_entropy_ch_3":6.03915,"inten_cooc_entropy_ch_4":3.56661,"inten_cooc_max_ch_3":0.21622,"inten_cooc_max_ch_4":0.52151,"kurt_inten_ch_1":0.51406,"kurt_inten_ch_3":1.17494,"kurt_inten_ch_4":0.83095,"length_ch_1":24.54901,"neighbor_avg_dist_ch_1":205.83857,"neighbor_min_dist_ch_1":26.93222,"neighbor_var_dist_ch_1":107.45276,"perim_ch_1":76.72544,"shape_bfr_ch_1":0.54919,"shape_lwr_ch_1":1.51805,"shape_p_2_a_ch_1":2.02914,"skew_inten_ch_1":0.98583,"skew_inten_ch_3":1.26928,"skew_inten_ch_4":1.43899,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":4225,"total_inten_ch_2":54492,"total_inten_ch_3":4278,"total_inten_ch_4":9152,"var_inten_ch_1":18.35555,"var_inten_ch_3":24.09088,"var_inten_ch_4":69.03483,"width_ch_1":16.17142}
{"case":"Train","class":"PS","angle_ch_1":146.00801,"area_ch_1":309,"avg_inten_ch_1":469.04068,"avg_inten_ch_2":381.01695,"avg_inten_ch_3":224.44746,"avg_inten_ch_4":552.15254,"convex_hull_area_ratio_ch_1":1.09951,"convex_hull_perim_ratio_ch_1":0.94315,"diff_inten_density_ch_1":206.32358,"diff_inten_density_ch_3":159.59598,"diff_inten_density_ch_4":280.20658,"entropy_inten_ch_1":7.94861,"entropy_inten_ch_3":5.37072,"entropy_inten_ch_4":7.49785,"eq_circ_diam_ch_1":19.84199,"eq_ellipse_lwr_ch_1":1.49509,"eq_ellipse_oblate_vol_ch_1":506.74377,"eq_ellipse_prolate_vol_ch_1":338.93837,"eq_sphere_area_ch_1":1236.85941,"eq_sphere_vol_ch_1":4090.29207,"fiber_align_2_ch_3":1.52294,"fiber_align_2_ch_4":1.32916,"fiber_length_ch_1":23.39377,"fiber_width_ch_1":13.7331,"inten_cooc_asm_ch_3":0.11428,"inten_cooc_asm_ch_4":0.01202,"inten_cooc_contrast_ch_3":2.4346,"inten_cooc_contrast_ch_4":7.26938,"inten_cooc_entropy_ch_3":5.02853,"inten_cooc_entropy_ch_4":6.94479,"inten_cooc_max_ch_3":0.32601,"inten_cooc_max_ch_4":0.06593,"kurt_inten_ch_1":-1.17687,"kurt_inten_ch_3":3.54016,"kurt_inten_ch_4":-0.29467,"length_ch_1":25.58241,"neighbor_avg_dist_ch_1":200.77069,"neighbor_min_dist_ch_1":24.6566,"neighbor_var_dist_ch_1":92.89585,"perim_ch_1":74.25374,"shape_bfr_ch_1":0.64589,"shape_lwr_ch_1":1.36704,"shape_p_2_a_ch_1":1.3657,"skew_inten_ch_1":0.23357,"skew_inten_ch_3":1.85687,"skew_inten_ch_4":0.5578,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":138367,"total_inten_ch_2":112106,"total_inten_ch_3":66212,"total_inten_ch_4":162885,"var_inten_ch_1":280.97345,"var_inten_ch_3":319.92974,"var_inten_ch_4":411.43637,"width_ch_1":18.71375}
{"case":"Test","class":"PS","angle_ch_1":27.88983,"area_ch_1":159,"avg_inten_ch_1":19.83553,"avg_inten_ch_2":2.28289,"avg_inten_ch_3":33.96053,"avg_inten_ch_4":74,"convex_hull_area_ratio_ch_1":1.28244,"convex_hull_perim_ratio_ch_1":0.8474,"diff_inten_density_ch_1":33.14449,"diff_inten_density_ch_3":30.69582,"diff_inten_density_ch_4":35.35741,"entropy_inten_ch_1":5.32884,"entropy_inten_ch_3":5.73084,"entropy_inten_ch_4":6.13973,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":1.33316,"eq_ellipse_oblate_vol_ch_1":176.98163,"eq_ellipse_prolate_vol_ch_1":132.7534,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.89365,"fiber_align_2_ch_4":1.36181,"fiber_length_ch_1":28.55687,"fiber_width_ch_1":6.01048,"inten_cooc_asm_ch_3":0.00844,"inten_cooc_asm_ch_4":0.00869,"inten_cooc_contrast_ch_3":20.77655,"inten_cooc_contrast_ch_4":18.46243,"inten_cooc_entropy_ch_3":7.12931,"inten_cooc_entropy_ch_4":7.10125,"inten_cooc_max_ch_3":0.03731,"inten_cooc_max_ch_4":0.02985,"kurt_inten_ch_1":-0.222,"kurt_inten_ch_3":1.95094,"kurt_inten_ch_4":-0.26007,"length_ch_1":21.55608,"neighbor_avg_dist_ch_1":259.10626,"neighbor_min_dist_ch_1":40.64408,"neighbor_var_dist_ch_1":105.80631,"perim_ch_1":69.1347,"shape_bfr_ch_1":0.4451,"shape_lwr_ch_1":1.29812,"shape_p_2_a_ch_1":2.21595,"skew_inten_ch_1":0.61758,"skew_inten_ch_3":1.22025,"skew_inten_ch_4":-0.6233,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3015,"total_inten_ch_2":196,"total_inten_ch_3":5162,"total_inten_ch_4":11248,"var_inten_ch_1":15.94953,"var_inten_ch_3":25.18873,"var_inten_ch_4":33.45972,"width_ch_1":16.60564}
{"case":"Test","class":"PS","angle_ch_1":22.5842,"area_ch_1":221,"avg_inten_ch_1":129.29384,"avg_inten_ch_2":126.78199,"avg_inten_ch_3":284.24645,"avg_inten_ch_4":62.04739,"convex_hull_area_ratio_ch_1":1.12081,"convex_hull_perim_ratio_ch_1":0.94545,"diff_inten_density_ch_1":85.95288,"diff_inten_density_ch_3":165.28272,"diff_inten_density_ch_4":48.58639,"entropy_inten_ch_1":6.85054,"entropy_inten_ch_3":7.31101,"entropy_inten_ch_4":4.70949,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":1.62669,"eq_ellipse_oblate_vol_ch_1":319.74078,"eq_ellipse_prolate_vol_ch_1":196.55877,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.4397,"fiber_align_2_ch_4":1.17877,"fiber_length_ch_1":23.47704,"fiber_width_ch_1":9.97866,"inten_cooc_asm_ch_3":0.00653,"inten_cooc_asm_ch_4":0.15054,"inten_cooc_contrast_ch_3":22.65782,"inten_cooc_contrast_ch_4":3.15097,"inten_cooc_entropy_ch_3":7.48302,"inten_cooc_entropy_ch_4":4.7506,"inten_cooc_max_ch_3":0.02128,"inten_cooc_max_ch_4":0.38144,"kurt_inten_ch_1":0.0755,"kurt_inten_ch_3":-0.0894,"kurt_inten_ch_4":0.3964,"length_ch_1":23.31464,"neighbor_avg_dist_ch_1":229.51764,"neighbor_min_dist_ch_1":19.04396,"neighbor_var_dist_ch_1":115.40231,"perim_ch_1":66.91142,"shape_bfr_ch_1":0.58482,"shape_lwr_ch_1":1.43733,"shape_p_2_a_ch_1":1.5208,"skew_inten_ch_1":0.40486,"skew_inten_ch_3":0.22051,"skew_inten_ch_4":1.17935,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":27281,"total_inten_ch_2":26541,"total_inten_ch_3":59976,"total_inten_ch_4":13092,"var_inten_ch_1":57.9637,"var_inten_ch_3":129.8194,"var_inten_ch_4":78.82477,"width_ch_1":16.22074}
{"case":"Train","class":"PS","angle_ch_1":73.38273,"area_ch_1":181,"avg_inten_ch_1":35.6185,"avg_inten_ch_2":4.04624,"avg_inten_ch_3":88.57803,"avg_inten_ch_4":10.03468,"convex_hull_area_ratio_ch_1":1.27443,"convex_hull_perim_ratio_ch_1":0.92998,"diff_inten_density_ch_1":41.00669,"diff_inten_density_ch_3":59.68896,"diff_inten_density_ch_4":11.47492,"entropy_inten_ch_1":5.99692,"entropy_inten_ch_3":6.48788,"entropy_inten_ch_4":2.17987,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":4.04551,"eq_ellipse_oblate_vol_ch_1":374.34959,"eq_ellipse_prolate_vol_ch_1":92.53458,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.86592,"fiber_align_2_ch_4":1.48233,"fiber_length_ch_1":33.70262,"fiber_width_ch_1":5.80812,"inten_cooc_asm_ch_3":0.00884,"inten_cooc_asm_ch_4":0.47838,"inten_cooc_contrast_ch_3":16.6236,"inten_cooc_contrast_ch_4":0.87683,"inten_cooc_entropy_ch_3":7.11774,"inten_cooc_entropy_ch_4":2.36199,"inten_cooc_max_ch_3":0.02548,"inten_cooc_max_ch_4":0.70064,"kurt_inten_ch_1":1.13766,"kurt_inten_ch_3":0.36576,"kurt_inten_ch_4":3.74565,"length_ch_1":32.75489,"neighbor_avg_dist_ch_1":219.51539,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":98.72248,"perim_ch_1":79.02147,"shape_bfr_ch_1":0.54879,"shape_lwr_ch_1":3.24691,"shape_p_2_a_ch_1":2.53851,"skew_inten_ch_1":1.06281,"skew_inten_ch_3":0.82989,"skew_inten_ch_4":2.10006,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":6162,"total_inten_ch_2":528,"total_inten_ch_3":15324,"total_inten_ch_4":1736,"var_inten_ch_1":25.00807,"var_inten_ch_3":56.32534,"var_inten_ch_4":20.15171,"width_ch_1":10.08801}
{"case":"Test","class":"WS","angle_ch_1":20.13494,"area_ch_1":214,"avg_inten_ch_1":100.01463,"avg_inten_ch_2":414.98537,"avg_inten_ch_3":200.29268,"avg_inten_ch_4":405.18049,"convex_hull_area_ratio_ch_1":1.02582,"convex_hull_perim_ratio_ch_1":0.97774,"diff_inten_density_ch_1":74.31565,"diff_inten_density_ch_3":128.8992,"diff_inten_density_ch_4":294.48541,"entropy_inten_ch_1":6.84695,"entropy_inten_ch_3":7.13663,"entropy_inten_ch_4":6.82406,"eq_circ_diam_ch_1":16.5406,"eq_ellipse_lwr_ch_1":1.41724,"eq_ellipse_oblate_vol_ch_1":285.80774,"eq_ellipse_prolate_vol_ch_1":201.66508,"eq_sphere_area_ch_1":859.51247,"eq_sphere_vol_ch_1":2369.47476,"fiber_align_2_ch_3":1.48263,"fiber_align_2_ch_4":1.32505,"fiber_length_ch_1":14.49392,"fiber_width_ch_1":14.49392,"inten_cooc_asm_ch_3":0.00795,"inten_cooc_asm_ch_4":0.01481,"inten_cooc_contrast_ch_3":12.98071,"inten_cooc_contrast_ch_4":9.18773,"inten_cooc_entropy_ch_3":7.26323,"inten_cooc_entropy_ch_4":6.79161,"inten_cooc_max_ch_3":0.02674,"inten_cooc_max_ch_4":0.08556,"kurt_inten_ch_1":-0.14086,"kurt_inten_ch_3":-0.65525,"kurt_inten_ch_4":4.81109,"length_ch_1":20.82658,"neighbor_avg_dist_ch_1":254.85534,"neighbor_min_dist_ch_1":17.03959,"neighbor_var_dist_ch_1":126.47953,"perim_ch_1":57.97569,"shape_bfr_ch_1":0.64791,"shape_lwr_ch_1":1.30785,"shape_p_2_a_ch_1":1.19801,"skew_inten_ch_1":0.3769,"skew_inten_ch_3":0.29297,"skew_inten_ch_4":2.05587,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":20503,"total_inten_ch_2":84868,"total_inten_ch_3":41060,"total_inten_ch_4":83062,"var_inten_ch_1":56.32705,"var_inten_ch_3":124.41454,"var_inten_ch_4":422.56339,"width_ch_1":15.92434}
{"case":"Test","class":"PS","angle_ch_1":104.60687,"area_ch_1":444,"avg_inten_ch_1":39.55189,"avg_inten_ch_2":93.54245,"avg_inten_ch_3":78.02123,"avg_inten_ch_4":35.1533,"convex_hull_area_ratio_ch_1":1.51965,"convex_hull_perim_ratio_ch_1":0.74966,"diff_inten_density_ch_1":45.56533,"diff_inten_density_ch_3":57.40533,"diff_inten_density_ch_4":27.02133,"entropy_inten_ch_1":6.32787,"entropy_inten_ch_3":5.69015,"entropy_inten_ch_4":3.92787,"eq_circ_diam_ch_1":23.78796,"eq_ellipse_lwr_ch_1":3.64029,"eq_ellipse_oblate_vol_ch_1":1362.50606,"eq_ellipse_prolate_vol_ch_1":374.28483,"eq_sphere_area_ch_1":1777.72336,"eq_sphere_vol_ch_1":7048.06792,"fiber_align_2_ch_3":1.70028,"fiber_align_2_ch_4":1.50351,"fiber_length_ch_1":74.82891,"fiber_width_ch_1":6.32801,"inten_cooc_asm_ch_3":0.10031,"inten_cooc_asm_ch_4":0.25872,"inten_cooc_contrast_ch_3":4.72919,"inten_cooc_contrast_ch_4":1.90121,"inten_cooc_entropy_ch_3":5.50847,"inten_cooc_entropy_ch_4":3.77041,"inten_cooc_max_ch_3":0.31608,"inten_cooc_max_ch_4":0.50914,"kurt_inten_ch_1":8.86381,"kurt_inten_ch_3":11.17499,"kurt_inten_ch_4":1.63624,"length_ch_1":50.69483,"neighbor_avg_dist_ch_1":243.90857,"neighbor_min_dist_ch_1":31.08742,"neighbor_var_dist_ch_1":111.50297,"perim_ch_1":162.31385,"shape_bfr_ch_1":0.45727,"shape_lwr_ch_1":2.64423,"shape_p_2_a_ch_1":4.42754,"skew_inten_ch_1":2.40023,"skew_inten_ch_3":2.52196,"skew_inten_ch_4":1.68013,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":16770,"total_inten_ch_2":39239,"total_inten_ch_3":33081,"total_inten_ch_4":14905,"var_inten_ch_1":35.60604,"var_inten_ch_3":96.08942,"var_inten_ch_4":57.95234,"width_ch_1":19.17188}
{"case":"Test","class":"WS","angle_ch_1":92.13424,"area_ch_1":646,"avg_inten_ch_1":58.41815,"avg_inten_ch_2":87.79903,"avg_inten_ch_3":136.92869,"avg_inten_ch_4":85.44571,"convex_hull_area_ratio_ch_1":1.18963,"convex_hull_perim_ratio_ch_1":0.87506,"diff_inten_density_ch_1":52.47496,"diff_inten_density_ch_3":101.90155,"diff_inten_density_ch_4":76.32642,"entropy_inten_ch_1":6.33441,"entropy_inten_ch_3":6.68954,"entropy_inten_ch_4":6.25563,"eq_circ_diam_ch_1":28.6957,"eq_ellipse_lwr_ch_1":1.4605,"eq_ellipse_oblate_vol_ch_1":1514.95702,"eq_ellipse_prolate_vol_ch_1":1037.28544,"eq_sphere_area_ch_1":2586.9229,"eq_sphere_vol_ch_1":12372.26011,"fiber_align_2_ch_3":1.15796,"fiber_align_2_ch_4":1.51375,"fiber_length_ch_1":52.05791,"fiber_width_ch_1":12.82096,"inten_cooc_asm_ch_3":0.05602,"inten_cooc_asm_ch_4":0.05406,"inten_cooc_contrast_ch_3":10.873,"inten_cooc_contrast_ch_4":8.78504,"inten_cooc_entropy_ch_3":6.47989,"inten_cooc_entropy_ch_4":6.31337,"inten_cooc_max_ch_3":0.22902,"inten_cooc_max_ch_4":0.22355,"kurt_inten_ch_1":1.18269,"kurt_inten_ch_3":1.11022,"kurt_inten_ch_4":2.58117,"length_ch_1":43.27519,"neighbor_avg_dist_ch_1":254.23026,"neighbor_min_dist_ch_1":27.85063,"neighbor_var_dist_ch_1":125.17654,"perim_ch_1":129.75774,"shape_bfr_ch_1":0.55623,"shape_lwr_ch_1":1.61069,"shape_p_2_a_ch_1":2.00746,"skew_inten_ch_1":0.86577,"skew_inten_ch_3":0.79763,"skew_inten_ch_4":1.2854,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":13,"total_inten_ch_1":36044,"total_inten_ch_2":53556,"total_inten_ch_3":84485,"total_inten_ch_4":52720,"var_inten_ch_1":49.42312,"var_inten_ch_3":120.13409,"var_inten_ch_4":89.14712,"width_ch_1":26.86748}
{"case":"Train","class":"PS","angle_ch_1":65.35813,"area_ch_1":295,"avg_inten_ch_1":19.91489,"avg_inten_ch_2":193.40071,"avg_inten_ch_3":0.56028,"avg_inten_ch_4":29.64539,"convex_hull_area_ratio_ch_1":1.21447,"convex_hull_perim_ratio_ch_1":0.89329,"diff_inten_density_ch_1":33.4,"diff_inten_density_ch_3":2.28627,"diff_inten_density_ch_4":19.28235,"entropy_inten_ch_1":5.41743,"entropy_inten_ch_3":0.80282,"entropy_inten_ch_4":3.53431,"eq_circ_diam_ch_1":19.39987,"eq_ellipse_lwr_ch_1":2.44851,"eq_ellipse_oblate_vol_ch_1":606.10291,"eq_ellipse_prolate_vol_ch_1":247.53924,"eq_sphere_area_ch_1":1182.35374,"eq_sphere_vol_ch_1":3822.91779,"fiber_align_2_ch_3":1.9013,"fiber_align_2_ch_4":1.44457,"fiber_length_ch_1":35.57063,"fiber_width_ch_1":8.75928,"inten_cooc_asm_ch_3":0.74094,"inten_cooc_asm_ch_4":0.335,"inten_cooc_contrast_ch_3":0.25872,"inten_cooc_contrast_ch_4":1.4913,"inten_cooc_entropy_ch_3":0.96601,"inten_cooc_entropy_ch_4":3.30632,"inten_cooc_max_ch_3":0.86381,"inten_cooc_max_ch_4":0.57588,"kurt_inten_ch_1":-0.38068,"kurt_inten_ch_3":28.53081,"kurt_inten_ch_4":-0.09187,"length_ch_1":32.3823,"neighbor_avg_dist_ch_1":209.32685,"neighbor_min_dist_ch_1":20.70527,"neighbor_var_dist_ch_1":83.57664,"perim_ch_1":88.65984,"shape_bfr_ch_1":0.54858,"shape_lwr_ch_1":1.94612,"shape_p_2_a_ch_1":2.00762,"skew_inten_ch_1":0.59975,"skew_inten_ch_3":5.05544,"skew_inten_ch_4":1.08223,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5616,"total_inten_ch_2":54258,"total_inten_ch_3":158,"total_inten_ch_4":8360,"var_inten_ch_1":15.66402,"var_inten_ch_3":2.2293,"var_inten_ch_4":41.6399,"width_ch_1":16.63939}
{"case":"Test","class":"PS","angle_ch_1":64.64342,"area_ch_1":266,"avg_inten_ch_1":65.52756,"avg_inten_ch_2":5.05906,"avg_inten_ch_3":156.83858,"avg_inten_ch_4":65.45276,"convex_hull_area_ratio_ch_1":1.1358,"convex_hull_perim_ratio_ch_1":0.90506,"diff_inten_density_ch_1":59.12473,"diff_inten_density_ch_3":116.53118,"diff_inten_density_ch_4":44.57419,"entropy_inten_ch_1":6.65765,"entropy_inten_ch_3":7.25653,"entropy_inten_ch_4":5.97814,"eq_circ_diam_ch_1":18.41158,"eq_ellipse_lwr_ch_1":1.70497,"eq_ellipse_oblate_vol_ch_1":432.34503,"eq_ellipse_prolate_vol_ch_1":253.57929,"eq_sphere_area_ch_1":1064.95692,"eq_sphere_vol_ch_1":3267.92342,"fiber_align_2_ch_3":1.05885,"fiber_align_2_ch_4":1.69347,"fiber_length_ch_1":28.39739,"fiber_width_ch_1":9.71691,"inten_cooc_asm_ch_3":0.0067,"inten_cooc_asm_ch_4":0.02268,"inten_cooc_contrast_ch_3":16.24578,"inten_cooc_contrast_ch_4":11.07564,"inten_cooc_entropy_ch_3":7.48472,"inten_cooc_entropy_ch_4":6.76811,"inten_cooc_max_ch_3":0.0211,"inten_cooc_max_ch_4":0.13924,"kurt_inten_ch_1":-0.02682,"kurt_inten_ch_3":0.65156,"kurt_inten_ch_4":-0.72258,"length_ch_1":27.51386,"neighbor_avg_dist_ch_1":182.91351,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":72.29268,"perim_ch_1":76.2286,"shape_bfr_ch_1":0.58445,"shape_lwr_ch_1":1.66181,"shape_p_2_a_ch_1":1.67578,"skew_inten_ch_1":0.62787,"skew_inten_ch_3":0.89211,"skew_inten_ch_4":0.29675,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":16644,"total_inten_ch_2":1032,"total_inten_ch_3":39837,"total_inten_ch_4":16625,"var_inten_ch_1":42.83871,"var_inten_ch_3":108.50604,"var_inten_ch_4":50.00114,"width_ch_1":16.5566}
{"case":"Test","class":"PS","angle_ch_1":27.55681,"area_ch_1":212,"avg_inten_ch_1":41.48768,"avg_inten_ch_2":2.47291,"avg_inten_ch_3":99.20197,"avg_inten_ch_4":28.00985,"convex_hull_area_ratio_ch_1":1.45434,"convex_hull_perim_ratio_ch_1":0.8504,"diff_inten_density_ch_1":51.21652,"diff_inten_density_ch_3":84.12821,"diff_inten_density_ch_4":24.31054,"entropy_inten_ch_1":6.22163,"entropy_inten_ch_3":6.86994,"entropy_inten_ch_4":4.14188,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":2.41013,"eq_ellipse_oblate_vol_ch_1":367.27008,"eq_ellipse_prolate_vol_ch_1":152.38621,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.16564,"fiber_length_ch_1":40.29271,"fiber_width_ch_1":5.69713,"inten_cooc_asm_ch_3":0.00778,"inten_cooc_asm_ch_4":0.17714,"inten_cooc_contrast_ch_3":19.59369,"inten_cooc_contrast_ch_4":3.38518,"inten_cooc_entropy_ch_3":7.28501,"inten_cooc_entropy_ch_4":4.50541,"inten_cooc_max_ch_3":0.03352,"inten_cooc_max_ch_4":0.44134,"kurt_inten_ch_1":-0.33713,"kurt_inten_ch_3":-0.05261,"kurt_inten_ch_4":2.51171,"length_ch_1":33.38719,"neighbor_avg_dist_ch_1":176.24504,"neighbor_min_dist_ch_1":23.36889,"neighbor_var_dist_ch_1":71.62693,"perim_ch_1":91.97968,"shape_bfr_ch_1":0.36786,"shape_lwr_ch_1":1.92713,"shape_p_2_a_ch_1":2.93284,"skew_inten_ch_1":0.64092,"skew_inten_ch_3":0.69058,"skew_inten_ch_4":1.69727,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":8422,"total_inten_ch_2":300,"total_inten_ch_3":20138,"total_inten_ch_4":5686,"var_inten_ch_1":28.269,"var_inten_ch_3":66.50518,"var_inten_ch_4":40.76812,"width_ch_1":17.32481}
{"case":"Test","class":"PS","angle_ch_1":70.97824,"area_ch_1":192,"avg_inten_ch_1":142.34783,"avg_inten_ch_2":637.96196,"avg_inten_ch_3":214.5,"avg_inten_ch_4":732.54348,"convex_hull_area_ratio_ch_1":1.16495,"convex_hull_perim_ratio_ch_1":0.93361,"diff_inten_density_ch_1":66.95758,"diff_inten_density_ch_3":89.31515,"diff_inten_density_ch_4":312.77576,"entropy_inten_ch_1":6.8562,"entropy_inten_ch_3":7.13759,"entropy_inten_ch_4":7.17516,"eq_circ_diam_ch_1":15.67051,"eq_ellipse_lwr_ch_1":1.80296,"eq_ellipse_oblate_vol_ch_1":274.12011,"eq_ellipse_prolate_vol_ch_1":152.03923,"eq_sphere_area_ch_1":771.46485,"eq_sphere_vol_ch_1":2014.87464,"fiber_align_2_ch_3":1.44851,"fiber_align_2_ch_4":1.16434,"fiber_length_ch_1":24.66204,"fiber_width_ch_1":8.24539,"inten_cooc_asm_ch_3":0.00955,"inten_cooc_asm_ch_4":0.01003,"inten_cooc_contrast_ch_3":10.45547,"inten_cooc_contrast_ch_4":8.1569,"inten_cooc_entropy_ch_3":6.98911,"inten_cooc_entropy_ch_4":6.90308,"inten_cooc_max_ch_3":0.02959,"inten_cooc_max_ch_4":0.02959,"kurt_inten_ch_1":-1.0602,"kurt_inten_ch_3":-0.72482,"kurt_inten_ch_4":-0.97857,"length_ch_1":24.9313,"neighbor_avg_dist_ch_1":194.37283,"neighbor_min_dist_ch_1":71.63741,"neighbor_var_dist_ch_1":95.9526,"perim_ch_1":65.81485,"shape_bfr_ch_1":0.51854,"shape_lwr_ch_1":1.67116,"shape_p_2_a_ch_1":1.6951,"skew_inten_ch_1":-0.48842,"skew_inten_ch_3":-0.36572,"skew_inten_ch_4":-0.2038,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":26192,"total_inten_ch_2":117202,"total_inten_ch_3":39468,"total_inten_ch_4":134788,"var_inten_ch_1":76.61237,"var_inten_ch_3":109.56237,"var_inten_ch_4":443.19405,"width_ch_1":14.91857}
{"case":"Test","class":"PS","angle_ch_1":86.76067,"area_ch_1":207,"avg_inten_ch_1":28.16162,"avg_inten_ch_2":1.77778,"avg_inten_ch_3":87.21212,"avg_inten_ch_4":48.9697,"convex_hull_area_ratio_ch_1":1.45283,"convex_hull_perim_ratio_ch_1":0.87643,"diff_inten_density_ch_1":42.06785,"diff_inten_density_ch_3":39.89676,"diff_inten_density_ch_4":33.94395,"entropy_inten_ch_1":5.71994,"entropy_inten_ch_3":6.40753,"entropy_inten_ch_4":5.4302,"eq_circ_diam_ch_1":16.25574,"eq_ellipse_lwr_ch_1":4.4414,"eq_ellipse_oblate_vol_ch_1":480.26296,"eq_ellipse_prolate_vol_ch_1":108.13333,"eq_sphere_area_ch_1":830.16327,"eq_sphere_vol_ch_1":2249.15342,"fiber_align_2_ch_3":1.37914,"fiber_align_2_ch_4":1.7005,"fiber_length_ch_1":43.39185,"fiber_width_ch_1":5.12113,"inten_cooc_asm_ch_3":0.01654,"inten_cooc_asm_ch_4":0.05397,"inten_cooc_contrast_ch_3":8.97144,"inten_cooc_contrast_ch_4":7.90683,"inten_cooc_entropy_ch_3":6.71014,"inten_cooc_entropy_ch_4":5.99717,"inten_cooc_max_ch_3":0.09259,"inten_cooc_max_ch_4":0.25424,"kurt_inten_ch_1":0.8143,"kurt_inten_ch_3":-0.59158,"kurt_inten_ch_4":-0.72932,"length_ch_1":36.91396,"neighbor_avg_dist_ch_1":257.62585,"neighbor_min_dist_ch_1":13.92532,"neighbor_var_dist_ch_1":116.76859,"perim_ch_1":97.02597,"shape_bfr_ch_1":0.44371,"shape_lwr_ch_1":2.91325,"shape_p_2_a_ch_1":3.37124,"skew_inten_ch_1":0.82045,"skew_inten_ch_3":0.2692,"skew_inten_ch_4":0.51748,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5576,"total_inten_ch_2":155,"total_inten_ch_3":17268,"total_inten_ch_4":9696,"var_inten_ch_1":20.46515,"var_inten_ch_3":55.97064,"var_inten_ch_4":43.84856,"width_ch_1":12.67105}
{"case":"Train","class":"PS","angle_ch_1":37.36615,"area_ch_1":222,"avg_inten_ch_1":237.08491,"avg_inten_ch_2":240.60849,"avg_inten_ch_3":519.08491,"avg_inten_ch_4":15.95283,"convex_hull_area_ratio_ch_1":1.32004,"convex_hull_perim_ratio_ch_1":0.89332,"diff_inten_density_ch_1":145.416,"diff_inten_density_ch_3":350.89333,"diff_inten_density_ch_4":19.57067,"entropy_inten_ch_1":7.37405,"entropy_inten_ch_3":5.62117,"entropy_inten_ch_4":2.9345,"eq_circ_diam_ch_1":16.82063,"eq_ellipse_lwr_ch_1":3.55274,"eq_ellipse_oblate_vol_ch_1":475.89046,"eq_ellipse_prolate_vol_ch_1":133.9503,"eq_sphere_area_ch_1":888.86168,"eq_sphere_vol_ch_1":2491.86831,"fiber_align_2_ch_3":1.56485,"fiber_align_2_ch_4":1.51787,"fiber_length_ch_1":34.74865,"fiber_width_ch_1":6.8097,"inten_cooc_asm_ch_3":0.09405,"inten_cooc_asm_ch_4":0.34413,"inten_cooc_contrast_ch_3":4.1881,"inten_cooc_contrast_ch_4":1.86093,"inten_cooc_entropy_ch_3":5.41975,"inten_cooc_entropy_ch_4":3.15556,"inten_cooc_max_ch_3":0.29947,"inten_cooc_max_ch_4":0.58824,"kurt_inten_ch_1":-0.64944,"kurt_inten_ch_3":-0.94066,"kurt_inten_ch_4":7.62652,"length_ch_1":31.33449,"neighbor_avg_dist_ch_1":303.21462,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":125.73463,"perim_ch_1":83.11671,"shape_bfr_ch_1":0.58816,"shape_lwr_ch_1":2.59877,"shape_p_2_a_ch_1":2.32326,"skew_inten_ch_1":0.60141,"skew_inten_ch_3":0.5914,"skew_inten_ch_4":2.63759,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":50262,"total_inten_ch_2":50798,"total_inten_ch_3":110046,"total_inten_ch_4":3382,"var_inten_ch_1":159.95271,"var_inten_ch_3":522.0756,"var_inten_ch_4":32.41866,"width_ch_1":12.05744}
{"case":"Train","class":"PS","angle_ch_1":15.7047,"area_ch_1":171,"avg_inten_ch_1":51.76829,"avg_inten_ch_2":10.7378,"avg_inten_ch_3":100.71951,"avg_inten_ch_4":162.51829,"convex_hull_area_ratio_ch_1":1.36286,"convex_hull_perim_ratio_ch_1":0.8363,"diff_inten_density_ch_1":56.98596,"diff_inten_density_ch_3":91.65965,"diff_inten_density_ch_4":124.51579,"entropy_inten_ch_1":6.21522,"entropy_inten_ch_3":6.49582,"entropy_inten_ch_4":6.68535,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":2.17411,"eq_ellipse_oblate_vol_ch_1":253.2956,"eq_ellipse_prolate_vol_ch_1":116.50565,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.75181,"fiber_align_2_ch_4":1.42844,"fiber_length_ch_1":30.7345,"fiber_width_ch_1":5.96829,"inten_cooc_asm_ch_3":0.00974,"inten_cooc_asm_ch_4":0.00913,"inten_cooc_contrast_ch_3":9.68389,"inten_cooc_contrast_ch_4":17.41283,"inten_cooc_entropy_ch_3":6.91901,"inten_cooc_entropy_ch_4":7.07537,"inten_cooc_max_ch_3":0.02817,"inten_cooc_max_ch_4":0.03521,"kurt_inten_ch_1":0.87639,"kurt_inten_ch_3":0.80681,"kurt_inten_ch_4":-0.52522,"length_ch_1":22.91439,"neighbor_avg_dist_ch_1":209.42424,"neighbor_min_dist_ch_1":16.41292,"neighbor_var_dist_ch_1":84.71946,"perim_ch_1":73.40559,"shape_bfr_ch_1":0.50852,"shape_lwr_ch_1":1.55325,"shape_p_2_a_ch_1":2.3376,"skew_inten_ch_1":1.18262,"skew_inten_ch_3":1.32124,"skew_inten_ch_4":0.2178,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8490,"total_inten_ch_2":1598,"total_inten_ch_3":16518,"total_inten_ch_4":26653,"var_inten_ch_1":46.95309,"var_inten_ch_3":106.89684,"var_inten_ch_4":104.21515,"width_ch_1":14.75254}
{"case":"Train","class":"WS","angle_ch_1":94.57501,"area_ch_1":364,"avg_inten_ch_1":138.52011,"avg_inten_ch_2":415.37356,"avg_inten_ch_3":125.88506,"avg_inten_ch_4":442.06609,"convex_hull_area_ratio_ch_1":1.04603,"convex_hull_perim_ratio_ch_1":0.9694,"diff_inten_density_ch_1":72.8683,"diff_inten_density_ch_3":83.62481,"diff_inten_density_ch_4":272.40582,"entropy_inten_ch_1":7.38781,"entropy_inten_ch_3":6.4296,"entropy_inten_ch_4":5.97863,"eq_circ_diam_ch_1":21.55082,"eq_ellipse_lwr_ch_1":1.30657,"eq_ellipse_oblate_vol_ch_1":606.95445,"eq_ellipse_prolate_vol_ch_1":464.54173,"eq_sphere_area_ch_1":1459.07483,"eq_sphere_vol_ch_1":5240.7104,"fiber_align_2_ch_3":1.20583,"fiber_align_2_ch_4":1.34203,"fiber_length_ch_1":18.8633,"fiber_width_ch_1":18.8633,"inten_cooc_asm_ch_3":0.05013,"inten_cooc_asm_ch_4":0.07841,"inten_cooc_contrast_ch_3":6.383,"inten_cooc_contrast_ch_4":2.44088,"inten_cooc_entropy_ch_3":6.22897,"inten_cooc_entropy_ch_4":5.45926,"inten_cooc_max_ch_3":0.21341,"inten_cooc_max_ch_4":0.27385,"kurt_inten_ch_1":-0.77125,"kurt_inten_ch_3":1.51726,"kurt_inten_ch_4":0.32161,"length_ch_1":24.04423,"neighbor_avg_dist_ch_1":217.9583,"neighbor_min_dist_ch_1":51.68971,"neighbor_var_dist_ch_1":97.52171,"perim_ch_1":75.45321,"shape_bfr_ch_1":0.78238,"shape_lwr_ch_1":1.24001,"shape_p_2_a_ch_1":1.20563,"skew_inten_ch_1":0.23413,"skew_inten_ch_3":1.10027,"skew_inten_ch_4":1.12093,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":48205,"total_inten_ch_2":144203,"total_inten_ch_3":43808,"total_inten_ch_4":153839,"var_inten_ch_1":70.76436,"var_inten_ch_3":118.02064,"var_inten_ch_4":537.34853,"width_ch_1":19.3904}
{"case":"Test","class":"PS","angle_ch_1":179.86999,"area_ch_1":205,"avg_inten_ch_1":112.55102,"avg_inten_ch_2":48.43878,"avg_inten_ch_3":295.97959,"avg_inten_ch_4":56.47449,"convex_hull_area_ratio_ch_1":1.28242,"convex_hull_perim_ratio_ch_1":0.93327,"diff_inten_density_ch_1":95.5896,"diff_inten_density_ch_3":238.93642,"diff_inten_density_ch_4":45.48555,"entropy_inten_ch_1":6.96479,"entropy_inten_ch_3":7.2276,"entropy_inten_ch_4":4.54341,"eq_circ_diam_ch_1":16.17343,"eq_ellipse_lwr_ch_1":3.81954,"eq_ellipse_oblate_vol_ch_1":438.64283,"eq_ellipse_prolate_vol_ch_1":114.84188,"eq_sphere_area_ch_1":821.77778,"eq_sphere_vol_ch_1":2215.16154,"fiber_align_2_ch_3":1.68119,"fiber_align_2_ch_4":1.73704,"fiber_length_ch_1":34.27933,"fiber_width_ch_1":6.30667,"inten_cooc_asm_ch_3":0.00821,"inten_cooc_asm_ch_4":0.13473,"inten_cooc_contrast_ch_3":18.27517,"inten_cooc_contrast_ch_4":5.21426,"inten_cooc_entropy_ch_3":7.21855,"inten_cooc_entropy_ch_4":4.9733,"inten_cooc_max_ch_3":0.02424,"inten_cooc_max_ch_4":0.39227,"kurt_inten_ch_1":2.18792,"kurt_inten_ch_3":2.12959,"kurt_inten_ch_4":-0.0862,"length_ch_1":31.74963,"neighbor_avg_dist_ch_1":247.75221,"neighbor_min_dist_ch_1":20.27039,"neighbor_var_dist_ch_1":117.61056,"perim_ch_1":81.17199,"shape_bfr_ch_1":0.57339,"shape_lwr_ch_1":2.81341,"shape_p_2_a_ch_1":2.42531,"skew_inten_ch_1":1.42332,"skew_inten_ch_3":1.50886,"skew_inten_ch_4":0.98077,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":22060,"total_inten_ch_2":9299,"total_inten_ch_3":58012,"total_inten_ch_4":11069,"var_inten_ch_1":88.32068,"var_inten_ch_3":254.40346,"var_inten_ch_4":65.9582,"width_ch_1":11.28511}
{"case":"Test","class":"WS","angle_ch_1":2.66733,"area_ch_1":258,"avg_inten_ch_1":62.58704,"avg_inten_ch_2":305.62348,"avg_inten_ch_3":24.17004,"avg_inten_ch_4":122.33198,"convex_hull_area_ratio_ch_1":1.03107,"convex_hull_perim_ratio_ch_1":0.96757,"diff_inten_density_ch_1":48.22976,"diff_inten_density_ch_3":24.34792,"diff_inten_density_ch_4":85.03939,"entropy_inten_ch_1":6.57349,"entropy_inten_ch_3":5.0621,"entropy_inten_ch_4":6.28949,"eq_circ_diam_ch_1":18.15611,"eq_ellipse_lwr_ch_1":1.27658,"eq_ellipse_oblate_vol_ch_1":358.74931,"eq_ellipse_prolate_vol_ch_1":281.02366,"eq_sphere_area_ch_1":1035.60771,"eq_sphere_vol_ch_1":3133.76716,"fiber_align_2_ch_3":1.44175,"fiber_align_2_ch_4":1.58613,"fiber_length_ch_1":15.79187,"fiber_width_ch_1":15.79187,"inten_cooc_asm_ch_3":0.04527,"inten_cooc_asm_ch_4":0.02771,"inten_cooc_contrast_ch_3":11.74819,"inten_cooc_contrast_ch_4":8.60765,"inten_cooc_entropy_ch_3":6.19665,"inten_cooc_entropy_ch_4":6.5405,"inten_cooc_max_ch_3":0.19913,"inten_cooc_max_ch_4":0.15487,"kurt_inten_ch_1":-0.73476,"kurt_inten_ch_3":10.7834,"kurt_inten_ch_4":2.38008,"length_ch_1":21.61964,"neighbor_avg_dist_ch_1":272.56429,"neighbor_min_dist_ch_1":22.14839,"neighbor_var_dist_ch_1":131.8886,"perim_ch_1":63.1675,"shape_bfr_ch_1":0.72134,"shape_lwr_ch_1":1.30228,"shape_p_2_a_ch_1":1.17641,"skew_inten_ch_1":0.18391,"skew_inten_ch_3":2.99465,"skew_inten_ch_4":1.01612,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":15459,"total_inten_ch_2":75243,"total_inten_ch_3":5970,"total_inten_ch_4":30216,"var_inten_ch_1":32.9911,"var_inten_ch_3":33.85028,"var_inten_ch_4":106.91468,"width_ch_1":16.60143}
{"case":"Train","class":"WS","angle_ch_1":86.20741,"area_ch_1":589,"avg_inten_ch_1":47.01068,"avg_inten_ch_2":128.34164,"avg_inten_ch_3":45.71886,"avg_inten_ch_4":96.48043,"convex_hull_area_ratio_ch_1":1.24043,"convex_hull_perim_ratio_ch_1":0.87835,"diff_inten_density_ch_1":43.60478,"diff_inten_density_ch_3":33.46124,"diff_inten_density_ch_4":52.1311,"entropy_inten_ch_1":6.58381,"entropy_inten_ch_3":5.71056,"entropy_inten_ch_4":6.16074,"eq_circ_diam_ch_1":27.38687,"eq_ellipse_lwr_ch_1":3.24382,"eq_ellipse_oblate_vol_ch_1":1962.70081,"eq_ellipse_prolate_vol_ch_1":605.05931,"eq_sphere_area_ch_1":2356.322,"eq_sphere_vol_ch_1":10755.38025,"fiber_align_2_ch_3":1.31446,"fiber_align_2_ch_4":1.39873,"fiber_length_ch_1":55.90398,"fiber_width_ch_1":10.89829,"inten_cooc_asm_ch_3":0.07276,"inten_cooc_asm_ch_4":0.06954,"inten_cooc_contrast_ch_3":3.9302,"inten_cooc_contrast_ch_4":3.12309,"inten_cooc_entropy_ch_3":5.72159,"inten_cooc_entropy_ch_4":5.66411,"inten_cooc_max_ch_3":0.25586,"inten_cooc_max_ch_4":0.25195,"kurt_inten_ch_1":0.86588,"kurt_inten_ch_3":13.23239,"kurt_inten_ch_4":0.86064,"length_ch_1":48.69087,"neighbor_avg_dist_ch_1":334.12342,"neighbor_min_dist_ch_1":26.32206,"neighbor_var_dist_ch_1":149.10702,"perim_ch_1":133.60456,"shape_bfr_ch_1":0.65794,"shape_lwr_ch_1":2.64794,"shape_p_2_a_ch_1":2.33146,"skew_inten_ch_1":0.8267,"skew_inten_ch_3":3.2233,"skew_inten_ch_4":1.26838,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":13,"total_inten_ch_1":26420,"total_inten_ch_2":71567,"total_inten_ch_3":25694,"total_inten_ch_4":54222,"var_inten_ch_1":32.5784,"var_inten_ch_3":72.28686,"var_inten_ch_4":111.83155,"width_ch_1":18.38821}
{"case":"Train","class":"WS","angle_ch_1":113.11034,"area_ch_1":1408,"avg_inten_ch_1":551.64509,"avg_inten_ch_2":199.28497,"avg_inten_ch_3":27.53943,"avg_inten_ch_4":123.25893,"convex_hull_area_ratio_ch_1":1.07098,"convex_hull_perim_ratio_ch_1":0.89387,"diff_inten_density_ch_1":186.75019,"diff_inten_density_ch_3":22.97995,"diff_inten_density_ch_4":87.15883,"entropy_inten_ch_1":9.41351,"entropy_inten_ch_3":5.57097,"entropy_inten_ch_4":6.7007,"eq_circ_diam_ch_1":42.35199,"eq_ellipse_lwr_ch_1":1.55671,"eq_ellipse_oblate_vol_ch_1":5028.34354,"eq_ellipse_prolate_vol_ch_1":3230.09998,"eq_sphere_area_ch_1":5635.04762,"eq_sphere_vol_ch_1":39775.91683,"fiber_align_2_ch_3":1.17186,"fiber_align_2_ch_4":1.21127,"fiber_length_ch_1":58.08431,"fiber_width_ch_1":24.65978,"inten_cooc_asm_ch_3":0.04659,"inten_cooc_asm_ch_4":0.06554,"inten_cooc_contrast_ch_3":9.0508,"inten_cooc_contrast_ch_4":5.94775,"inten_cooc_entropy_ch_3":6.54386,"inten_cooc_entropy_ch_4":6.04546,"inten_cooc_max_ch_3":0.20775,"inten_cooc_max_ch_4":0.24884,"kurt_inten_ch_1":-1.14376,"kurt_inten_ch_3":-0.04625,"kurt_inten_ch_4":-0.10755,"length_ch_1":56.58888,"neighbor_avg_dist_ch_1":307.95295,"neighbor_min_dist_ch_1":52.70382,"neighbor_var_dist_ch_1":128.51628,"perim_ch_1":165.48817,"shape_bfr_ch_1":0.65416,"shape_lwr_ch_1":1.487,"shape_p_2_a_ch_1":1.52151,"skew_inten_ch_1":0.29818,"skew_inten_ch_3":0.81858,"skew_inten_ch_4":0.94731,"spot_fiber_count_ch_3":9,"spot_fiber_count_ch_4":16,"total_inten_ch_1":741411,"total_inten_ch_2":266496,"total_inten_ch_3":37013,"total_inten_ch_4":165660,"var_inten_ch_1":415.99908,"var_inten_ch_3":26.60469,"var_inten_ch_4":133.95535,"width_ch_1":38.05582}
{"case":"Test","class":"WS","angle_ch_1":132.25771,"area_ch_1":242,"avg_inten_ch_1":407.62771,"avg_inten_ch_2":281.51082,"avg_inten_ch_3":33.55411,"avg_inten_ch_4":199.80952,"convex_hull_area_ratio_ch_1":1.04703,"convex_hull_perim_ratio_ch_1":0.9711,"diff_inten_density_ch_1":164.97619,"diff_inten_density_ch_3":28.23333,"diff_inten_density_ch_4":100.52381,"entropy_inten_ch_1":7.56162,"entropy_inten_ch_3":5.87836,"entropy_inten_ch_4":7.28554,"eq_circ_diam_ch_1":17.55821,"eq_ellipse_lwr_ch_1":2.07571,"eq_ellipse_oblate_vol_ch_1":413.73517,"eq_ellipse_prolate_vol_ch_1":199.32263,"eq_sphere_area_ch_1":968.52381,"eq_sphere_vol_ch_1":2834.25725,"fiber_align_2_ch_3":1.57989,"fiber_align_2_ch_4":1.73921,"fiber_length_ch_1":24.40045,"fiber_width_ch_1":10.50315,"inten_cooc_asm_ch_3":0.01231,"inten_cooc_asm_ch_4":0.00797,"inten_cooc_contrast_ch_3":13.96779,"inten_cooc_contrast_ch_4":9.96922,"inten_cooc_entropy_ch_3":7.03102,"inten_cooc_entropy_ch_4":7.20631,"inten_cooc_max_ch_3":0.0622,"inten_cooc_max_ch_4":0.02871,"kurt_inten_ch_1":-1.13109,"kurt_inten_ch_3":1.37072,"kurt_inten_ch_4":0.06516,"length_ch_1":27.54759,"neighbor_avg_dist_ch_1":330.57375,"neighbor_min_dist_ch_1":30.9861,"neighbor_var_dist_ch_1":153.81382,"perim_ch_1":69.80719,"shape_bfr_ch_1":0.65439,"shape_lwr_ch_1":2.05094,"shape_p_2_a_ch_1":1.51311,"skew_inten_ch_1":0.2063,"skew_inten_ch_3":1.36195,"skew_inten_ch_4":0.62889,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":94162,"total_inten_ch_2":64799,"total_inten_ch_3":7751,"total_inten_ch_4":46156,"var_inten_ch_1":259.39285,"var_inten_ch_3":32.37343,"var_inten_ch_4":117.16414,"width_ch_1":13.43168}
{"case":"Test","class":"PS","angle_ch_1":91.50911,"area_ch_1":154,"avg_inten_ch_1":111.7551,"avg_inten_ch_2":78.97279,"avg_inten_ch_3":246.68707,"avg_inten_ch_4":145.68707,"convex_hull_area_ratio_ch_1":1.29984,"convex_hull_perim_ratio_ch_1":0.89352,"diff_inten_density_ch_1":75.32,"diff_inten_density_ch_3":130.544,"diff_inten_density_ch_4":97.528,"entropy_inten_ch_1":6.57356,"entropy_inten_ch_3":6.93603,"entropy_inten_ch_4":2.48736,"eq_circ_diam_ch_1":14.00661,"eq_ellipse_lwr_ch_1":3.33028,"eq_ellipse_oblate_vol_ch_1":266.03432,"eq_ellipse_prolate_vol_ch_1":79.88356,"eq_sphere_area_ch_1":616.33333,"eq_sphere_vol_ch_1":1438.78963,"fiber_align_2_ch_3":1.58306,"fiber_align_2_ch_4":1.43861,"fiber_length_ch_1":32.14628,"fiber_width_ch_1":5.19263,"inten_cooc_asm_ch_3":0.01124,"inten_cooc_asm_ch_4":0.42055,"inten_cooc_contrast_ch_3":9.62765,"inten_cooc_contrast_ch_4":0.52957,"inten_cooc_entropy_ch_3":6.71514,"inten_cooc_entropy_ch_4":2.56372,"inten_cooc_max_ch_3":0.02521,"inten_cooc_max_ch_4":0.65649,"kurt_inten_ch_1":0.00973,"kurt_inten_ch_3":-0.00276,"kurt_inten_ch_4":1.65264,"length_ch_1":28.73761,"neighbor_avg_dist_ch_1":319.88708,"neighbor_min_dist_ch_1":24.59275,"neighbor_var_dist_ch_1":124.09258,"perim_ch_1":74.67782,"shape_bfr_ch_1":0.55143,"shape_lwr_ch_1":2.95551,"shape_p_2_a_ch_1":2.6586,"skew_inten_ch_1":1.10619,"skew_inten_ch_3":1.12681,"skew_inten_ch_4":1.75304,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":16428,"total_inten_ch_2":11463,"total_inten_ch_3":36263,"total_inten_ch_4":21416,"var_inten_ch_1":105.0594,"var_inten_ch_3":215.71103,"var_inten_ch_4":279.85523,"width_ch_1":9.72339}
{"case":"Train","class":"PS","angle_ch_1":148.85139,"area_ch_1":164,"avg_inten_ch_1":15.17197,"avg_inten_ch_2":7.91083,"avg_inten_ch_3":9.17197,"avg_inten_ch_4":5.36306,"convex_hull_area_ratio_ch_1":1.15836,"convex_hull_perim_ratio_ch_1":0.83942,"diff_inten_density_ch_1":29.69597,"diff_inten_density_ch_3":14.75824,"diff_inten_density_ch_4":13.24176,"entropy_inten_ch_1":4.89256,"entropy_inten_ch_3":3.63467,"entropy_inten_ch_4":3.37237,"eq_circ_diam_ch_1":14.47518,"eq_ellipse_lwr_ch_1":1.39696,"eq_ellipse_oblate_vol_ch_1":190.17947,"eq_ellipse_prolate_vol_ch_1":136.1377,"eq_sphere_area_ch_1":658.26077,"eq_sphere_vol_ch_1":1588.07414,"fiber_align_2_ch_3":1.72159,"fiber_align_2_ch_4":1,"fiber_length_ch_1":25.39426,"fiber_width_ch_1":7.03764,"inten_cooc_asm_ch_3":0.11671,"inten_cooc_asm_ch_4":0.06095,"inten_cooc_contrast_ch_3":9.97563,"inten_cooc_contrast_ch_4":31.71565,"inten_cooc_entropy_ch_3":5.02495,"inten_cooc_entropy_ch_4":5.66276,"inten_cooc_max_ch_3":0.33577,"inten_cooc_max_ch_4":0.24818,"kurt_inten_ch_1":-0.35598,"kurt_inten_ch_3":0.64489,"kurt_inten_ch_4":1.41805,"length_ch_1":19.31504,"neighbor_avg_dist_ch_1":206.7056,"neighbor_min_dist_ch_1":30.23273,"neighbor_var_dist_ch_1":86.11794,"perim_ch_1":64.8638,"shape_bfr_ch_1":0.57125,"shape_lwr_ch_1":1.29503,"shape_p_2_a_ch_1":1.8734,"skew_inten_ch_1":0.67399,"skew_inten_ch_3":1.19681,"skew_inten_ch_4":1.42685,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":2382,"total_inten_ch_2":1086,"total_inten_ch_3":1440,"total_inten_ch_4":842,"var_inten_ch_1":13.36083,"var_inten_ch_3":11.54563,"var_inten_ch_4":7.0694,"width_ch_1":14.91475}
{"case":"Test","class":"PS","angle_ch_1":136.13086,"area_ch_1":179,"avg_inten_ch_1":63.33918,"avg_inten_ch_2":3.21053,"avg_inten_ch_3":206.10526,"avg_inten_ch_4":5.97076,"convex_hull_area_ratio_ch_1":1.29863,"convex_hull_perim_ratio_ch_1":0.87531,"diff_inten_density_ch_1":50.88,"diff_inten_density_ch_3":101.76,"diff_inten_density_ch_4":10.03333,"entropy_inten_ch_1":6.36243,"entropy_inten_ch_3":6.93964,"entropy_inten_ch_4":1.87768,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":1.23829,"eq_ellipse_oblate_vol_ch_1":203.52911,"eq_ellipse_prolate_vol_ch_1":164.36332,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1.51521,"fiber_align_2_ch_4":1.90502,"fiber_length_ch_1":28.718,"fiber_width_ch_1":6.66112,"inten_cooc_asm_ch_3":0.00731,"inten_cooc_asm_ch_4":0.52724,"inten_cooc_contrast_ch_3":19.33,"inten_cooc_contrast_ch_4":0.96333,"inten_cooc_entropy_ch_3":7.31279,"inten_cooc_entropy_ch_4":2.09974,"inten_cooc_max_ch_3":0.02,"inten_cooc_max_ch_4":0.72667,"kurt_inten_ch_1":0.16549,"kurt_inten_ch_3":-0.36814,"kurt_inten_ch_4":6.21715,"length_ch_1":21.6569,"neighbor_avg_dist_ch_1":318.40469,"neighbor_min_dist_ch_1":35.84796,"neighbor_var_dist_ch_1":131.12346,"perim_ch_1":70.75824,"shape_bfr_ch_1":0.4741,"shape_lwr_ch_1":1.24059,"shape_p_2_a_ch_1":2.08277,"skew_inten_ch_1":0.53302,"skew_inten_ch_3":0.14784,"skew_inten_ch_4":2.57051,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10831,"total_inten_ch_2":379,"total_inten_ch_3":35244,"total_inten_ch_4":1021,"var_inten_ch_1":34.68609,"var_inten_ch_3":86.99284,"var_inten_ch_4":13.75067,"width_ch_1":17.45697}
{"case":"Train","class":"PS","angle_ch_1":99.08164,"area_ch_1":253,"avg_inten_ch_1":24.35537,"avg_inten_ch_2":33.27273,"avg_inten_ch_3":48.79752,"avg_inten_ch_4":56.20661,"convex_hull_area_ratio_ch_1":1.62271,"convex_hull_perim_ratio_ch_1":0.79587,"diff_inten_density_ch_1":35.71734,"diff_inten_density_ch_3":43.32304,"diff_inten_density_ch_4":44.09739,"entropy_inten_ch_1":5.7136,"entropy_inten_ch_3":6.37502,"entropy_inten_ch_4":4.89917,"eq_circ_diam_ch_1":17.9714,"eq_ellipse_lwr_ch_1":2.41263,"eq_ellipse_oblate_vol_ch_1":478.28822,"eq_ellipse_prolate_vol_ch_1":198.24375,"eq_sphere_area_ch_1":1014.64399,"eq_sphere_vol_ch_1":3039.09548,"fiber_align_2_ch_3":1.05977,"fiber_align_2_ch_4":1.78043,"fiber_length_ch_1":47.79638,"fiber_width_ch_1":5.69638,"inten_cooc_asm_ch_3":0.00737,"inten_cooc_asm_ch_4":0.10302,"inten_cooc_contrast_ch_3":14.43879,"inten_cooc_contrast_ch_4":6.26089,"inten_cooc_entropy_ch_3":7.35454,"inten_cooc_entropy_ch_4":5.40467,"inten_cooc_max_ch_3":0.02347,"inten_cooc_max_ch_4":0.3125,"kurt_inten_ch_1":-0.00699,"kurt_inten_ch_3":1.26117,"kurt_inten_ch_4":-1.0301,"length_ch_1":33.11784,"neighbor_avg_dist_ch_1":216.67205,"neighbor_min_dist_ch_1":27.81297,"neighbor_var_dist_ch_1":105.39902,"perim_ch_1":106.98551,"shape_bfr_ch_1":0.4305,"shape_lwr_ch_1":1.86143,"shape_p_2_a_ch_1":3.34537,"skew_inten_ch_1":0.6665,"skew_inten_ch_3":1.18216,"skew_inten_ch_4":0.46854,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5894,"total_inten_ch_2":7811,"total_inten_ch_3":11809,"total_inten_ch_4":13602,"var_inten_ch_1":17.23889,"var_inten_ch_3":40.5777,"var_inten_ch_4":55.92282,"width_ch_1":17.79161}
{"case":"Train","class":"WS","angle_ch_1":176.53975,"area_ch_1":620,"avg_inten_ch_1":383.16385,"avg_inten_ch_2":105.97973,"avg_inten_ch_3":45.98142,"avg_inten_ch_4":50.61318,"convex_hull_area_ratio_ch_1":1.07444,"convex_hull_perim_ratio_ch_1":0.94134,"diff_inten_density_ch_1":98.80479,"diff_inten_density_ch_3":49.03194,"diff_inten_density_ch_4":30.06832,"entropy_inten_ch_1":8.45231,"entropy_inten_ch_3":4.304,"entropy_inten_ch_4":6.04411,"eq_circ_diam_ch_1":28.10833,"eq_ellipse_lwr_ch_1":1.14608,"eq_ellipse_oblate_vol_ch_1":1261.27835,"eq_ellipse_prolate_vol_ch_1":1100.51833,"eq_sphere_area_ch_1":2482.10431,"eq_sphere_vol_ch_1":11627.96875,"fiber_align_2_ch_3":1.25229,"fiber_align_2_ch_4":1.17766,"fiber_length_ch_1":29.04527,"fiber_width_ch_1":21.8152,"inten_cooc_asm_ch_3":0.21318,"inten_cooc_asm_ch_4":0.04213,"inten_cooc_contrast_ch_3":3.1371,"inten_cooc_contrast_ch_4":6.19985,"inten_cooc_entropy_ch_3":4.2467,"inten_cooc_entropy_ch_4":6.44921,"inten_cooc_max_ch_3":0.45841,"inten_cooc_max_ch_4":0.19646,"kurt_inten_ch_1":-0.74659,"kurt_inten_ch_3":2.81557,"kurt_inten_ch_4":-0.76125,"length_ch_1":30.78188,"neighbor_avg_dist_ch_1":238.80885,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":90.29343,"perim_ch_1":101.72094,"shape_bfr_ch_1":0.71773,"shape_lwr_ch_1":1.09596,"shape_p_2_a_ch_1":1.29949,"skew_inten_ch_1":0.68449,"skew_inten_ch_3":1.90153,"skew_inten_ch_4":0.50971,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":226833,"total_inten_ch_2":62149,"total_inten_ch_3":27221,"total_inten_ch_4":29963,"var_inten_ch_1":319.7565,"var_inten_ch_3":78.31424,"var_inten_ch_4":43.65545,"width_ch_1":28.08681}
{"case":"Test","class":"PS","angle_ch_1":173.61469,"area_ch_1":168,"avg_inten_ch_1":87.58385,"avg_inten_ch_2":256.2236,"avg_inten_ch_3":53.85093,"avg_inten_ch_4":13.03106,"convex_hull_area_ratio_ch_1":1.03604,"convex_hull_perim_ratio_ch_1":0.97634,"diff_inten_density_ch_1":57.91468,"diff_inten_density_ch_3":51.17065,"diff_inten_density_ch_4":15.33447,"entropy_inten_ch_1":6.47189,"entropy_inten_ch_3":4.11353,"entropy_inten_ch_4":2.43843,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.62824,"eq_ellipse_oblate_vol_ch_1":213.2157,"eq_ellipse_prolate_vol_ch_1":130.94881,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.74701,"fiber_align_2_ch_4":1.57506,"fiber_length_ch_1":13.19597,"fiber_width_ch_1":13.19597,"inten_cooc_asm_ch_3":0.19511,"inten_cooc_asm_ch_4":0.42994,"inten_cooc_contrast_ch_3":2.36886,"inten_cooc_contrast_ch_4":1.21828,"inten_cooc_entropy_ch_3":4.21679,"inten_cooc_entropy_ch_4":2.58571,"inten_cooc_max_ch_3":0.44755,"inten_cooc_max_ch_4":0.66,"kurt_inten_ch_1":-0.61902,"kurt_inten_ch_3":1.40586,"kurt_inten_ch_4":3.17035,"length_ch_1":18.99742,"neighbor_avg_dist_ch_1":217.97551,"neighbor_min_dist_ch_1":12.3283,"neighbor_var_dist_ch_1":106.83232,"perim_ch_1":52.78388,"shape_bfr_ch_1":0.75529,"shape_lwr_ch_1":1.61524,"shape_p_2_a_ch_1":1.27039,"skew_inten_ch_1":0.4158,"skew_inten_ch_3":1.58371,"skew_inten_ch_4":2.02784,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":14101,"total_inten_ch_2":41092,"total_inten_ch_3":8670,"total_inten_ch_4":2098,"var_inten_ch_1":49.61073,"var_inten_ch_3":81.96213,"var_inten_ch_4":25.68476,"width_ch_1":11.76135}
{"case":"Test","class":"PS","angle_ch_1":128.83541,"area_ch_1":475,"avg_inten_ch_1":69.01322,"avg_inten_ch_2":301.07489,"avg_inten_ch_3":152.05507,"avg_inten_ch_4":75.63436,"convex_hull_area_ratio_ch_1":1.0766,"convex_hull_perim_ratio_ch_1":0.94428,"diff_inten_density_ch_1":55.8103,"diff_inten_density_ch_3":108.17799,"diff_inten_density_ch_4":58.86183,"entropy_inten_ch_1":6.36706,"entropy_inten_ch_3":5.96289,"entropy_inten_ch_4":6.46804,"eq_circ_diam_ch_1":24.61513,"eq_ellipse_lwr_ch_1":1.3566,"eq_ellipse_oblate_vol_ch_1":921.57591,"eq_ellipse_prolate_vol_ch_1":679.32805,"eq_sphere_area_ch_1":1903.50567,"eq_sphere_vol_ch_1":7809.17356,"fiber_align_2_ch_3":1.27147,"fiber_align_2_ch_4":1.64552,"fiber_length_ch_1":28.25295,"fiber_width_ch_1":17.43703,"inten_cooc_asm_ch_3":0.10635,"inten_cooc_asm_ch_4":0.02328,"inten_cooc_contrast_ch_3":3.70522,"inten_cooc_contrast_ch_4":11.37365,"inten_cooc_entropy_ch_3":5.42741,"inten_cooc_entropy_ch_4":6.86458,"inten_cooc_max_ch_3":0.32394,"inten_cooc_max_ch_4":0.13551,"kurt_inten_ch_1":0.89167,"kurt_inten_ch_3":1.25811,"kurt_inten_ch_4":13.92743,"length_ch_1":32.29121,"neighbor_avg_dist_ch_1":201.60248,"neighbor_min_dist_ch_1":26.63873,"neighbor_var_dist_ch_1":89.81874,"perim_ch_1":91.37995,"shape_bfr_ch_1":0.63186,"shape_lwr_ch_1":1.38452,"shape_p_2_a_ch_1":1.34882,"skew_inten_ch_1":1.1748,"skew_inten_ch_3":1.29522,"skew_inten_ch_4":3.22185,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":31332,"total_inten_ch_2":136235,"total_inten_ch_3":69033,"total_inten_ch_4":34338,"var_inten_ch_1":73.7903,"var_inten_ch_3":181.82254,"var_inten_ch_4":90.9195,"width_ch_1":23.32308}
{"case":"Train","class":"PS","angle_ch_1":78.41123,"area_ch_1":411,"avg_inten_ch_1":25.43003,"avg_inten_ch_2":27.66667,"avg_inten_ch_3":53.70738,"avg_inten_ch_4":95.21628,"convex_hull_area_ratio_ch_1":1.50993,"convex_hull_perim_ratio_ch_1":0.77772,"diff_inten_density_ch_1":39.35261,"diff_inten_density_ch_3":45.33286,"diff_inten_density_ch_4":60.30889,"entropy_inten_ch_1":5.72165,"entropy_inten_ch_3":6.38969,"entropy_inten_ch_4":5.71425,"eq_circ_diam_ch_1":22.90185,"eq_ellipse_lwr_ch_1":1.59727,"eq_ellipse_oblate_vol_ch_1":805.37871,"eq_ellipse_prolate_vol_ch_1":504.22062,"eq_sphere_area_ch_1":1647.7483,"eq_sphere_vol_ch_1":6289.41311,"fiber_align_2_ch_3":1.32796,"fiber_align_2_ch_4":1.47685,"fiber_length_ch_1":56.73101,"fiber_width_ch_1":7.67233,"inten_cooc_asm_ch_3":0.01652,"inten_cooc_asm_ch_4":0.07371,"inten_cooc_contrast_ch_3":14.40498,"inten_cooc_contrast_ch_4":3.39177,"inten_cooc_entropy_ch_3":7.19734,"inten_cooc_entropy_ch_4":5.46535,"inten_cooc_max_ch_3":0.10674,"inten_cooc_max_ch_4":0.25496,"kurt_inten_ch_1":1.8198,"kurt_inten_ch_3":7.43726,"kurt_inten_ch_4":0.68165,"length_ch_1":37.39062,"neighbor_avg_dist_ch_1":183.68144,"neighbor_min_dist_ch_1":28.7397,"neighbor_var_dist_ch_1":77.35845,"perim_ch_1":128.80669,"shape_bfr_ch_1":0.42419,"shape_lwr_ch_1":1.43963,"shape_p_2_a_ch_1":3.03331,"skew_inten_ch_1":1.15026,"skew_inten_ch_3":1.93332,"skew_inten_ch_4":1.31239,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":9994,"total_inten_ch_2":10481,"total_inten_ch_3":21107,"total_inten_ch_4":37420,"var_inten_ch_1":22.11411,"var_inten_ch_3":48.03321,"var_inten_ch_4":125.07883,"width_ch_1":25.97236}
{"case":"Test","class":"PS","angle_ch_1":16.58741,"area_ch_1":212,"avg_inten_ch_1":22.10345,"avg_inten_ch_2":2.1133,"avg_inten_ch_3":44.64039,"avg_inten_ch_4":83.61084,"convex_hull_area_ratio_ch_1":1.23239,"convex_hull_perim_ratio_ch_1":0.92757,"diff_inten_density_ch_1":37.75616,"diff_inten_density_ch_3":29.65753,"diff_inten_density_ch_4":52.40822,"entropy_inten_ch_1":5.48434,"entropy_inten_ch_3":6.11442,"entropy_inten_ch_4":6.58596,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":2.50819,"eq_ellipse_oblate_vol_ch_1":374.66698,"eq_ellipse_prolate_vol_ch_1":149.37771,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.37833,"fiber_align_2_ch_4":1.48015,"fiber_length_ch_1":28.0072,"fiber_width_ch_1":7.97165,"inten_cooc_asm_ch_3":0.00779,"inten_cooc_asm_ch_4":0.00848,"inten_cooc_contrast_ch_3":16.14787,"inten_cooc_contrast_ch_4":11.8736,"inten_cooc_entropy_ch_3":7.22954,"inten_cooc_entropy_ch_4":7.18214,"inten_cooc_max_ch_3":0.03209,"inten_cooc_max_ch_4":0.03743,"kurt_inten_ch_1":0.03095,"kurt_inten_ch_3":-0.22341,"kurt_inten_ch_4":0.03318,"length_ch_1":26.17937,"neighbor_avg_dist_ch_1":248.57668,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":115.00374,"perim_ch_1":71.95771,"shape_bfr_ch_1":0.58022,"shape_lwr_ch_1":1.86885,"shape_p_2_a_ch_1":1.84554,"skew_inten_ch_1":0.69449,"skew_inten_ch_3":0.37188,"skew_inten_ch_4":0.37818,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":4487,"total_inten_ch_2":227,"total_inten_ch_3":9062,"total_inten_ch_4":16973,"var_inten_ch_1":16.70504,"var_inten_ch_3":23.7222,"var_inten_ch_4":53.35291,"width_ch_1":14.00827}
{"case":"Train","class":"WS","angle_ch_1":5.60871,"area_ch_1":534,"avg_inten_ch_1":32.93725,"avg_inten_ch_2":173.82941,"avg_inten_ch_3":3.36078,"avg_inten_ch_4":56.82157,"convex_hull_area_ratio_ch_1":1.3621,"convex_hull_perim_ratio_ch_1":0.80774,"diff_inten_density_ch_1":42.51554,"diff_inten_density_ch_3":7.35155,"diff_inten_density_ch_4":38.02036,"entropy_inten_ch_1":6.20651,"entropy_inten_ch_3":2.92627,"entropy_inten_ch_4":5.23512,"eq_circ_diam_ch_1":26.08911,"eq_ellipse_lwr_ch_1":3.03546,"eq_ellipse_oblate_vol_ch_1":1641.30291,"eq_ellipse_prolate_vol_ch_1":540.71061,"eq_sphere_area_ch_1":2138.29932,"eq_sphere_vol_ch_1":9297.72207,"fiber_align_2_ch_3":1.95643,"fiber_align_2_ch_4":1.48489,"fiber_length_ch_1":65.27011,"fiber_width_ch_1":8.55955,"inten_cooc_asm_ch_3":0.15467,"inten_cooc_asm_ch_4":0.14897,"inten_cooc_contrast_ch_3":9.743,"inten_cooc_contrast_ch_4":3.52633,"inten_cooc_entropy_ch_3":4.58912,"inten_cooc_entropy_ch_4":4.94008,"inten_cooc_max_ch_3":0.38646,"inten_cooc_max_ch_4":0.38428,"kurt_inten_ch_1":-0.01097,"kurt_inten_ch_3":3.39622,"kurt_inten_ch_4":-0.24325,"length_ch_1":50.72699,"neighbor_avg_dist_ch_1":231.49136,"neighbor_min_dist_ch_1":35.01967,"neighbor_var_dist_ch_1":85.74203,"perim_ch_1":147.65933,"shape_bfr_ch_1":0.51211,"shape_lwr_ch_1":2.46507,"shape_p_2_a_ch_1":3.10559,"skew_inten_ch_1":0.63677,"skew_inten_ch_3":1.88913,"skew_inten_ch_4":0.9777,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":12,"total_inten_ch_1":16798,"total_inten_ch_2":88144,"total_inten_ch_3":1714,"total_inten_ch_4":28979,"var_inten_ch_1":23.88042,"var_inten_ch_3":5.26059,"var_inten_ch_4":67.61672,"width_ch_1":20.57828}
{"case":"Test","class":"PS","angle_ch_1":83.73763,"area_ch_1":289,"avg_inten_ch_1":557.1558,"avg_inten_ch_2":563.30797,"avg_inten_ch_3":110.30072,"avg_inten_ch_4":590.46014,"convex_hull_area_ratio_ch_1":1.11734,"convex_hull_perim_ratio_ch_1":0.93296,"diff_inten_density_ch_1":210.76863,"diff_inten_density_ch_3":81.98039,"diff_inten_density_ch_4":241.39216,"entropy_inten_ch_1":7.90289,"entropy_inten_ch_3":4.76228,"entropy_inten_ch_4":6.04766,"eq_circ_diam_ch_1":19.19238,"eq_ellipse_lwr_ch_1":1.68572,"eq_ellipse_oblate_vol_ch_1":486.943,"eq_ellipse_prolate_vol_ch_1":288.8632,"eq_sphere_area_ch_1":1157.19728,"eq_sphere_vol_ch_1":3701.56107,"fiber_align_2_ch_3":1.45136,"fiber_align_2_ch_4":1.02976,"fiber_length_ch_1":25.62354,"fiber_width_ch_1":11.67899,"inten_cooc_asm_ch_3":0.18376,"inten_cooc_asm_ch_4":0.0918,"inten_cooc_contrast_ch_3":2.88949,"inten_cooc_contrast_ch_4":2.70644,"inten_cooc_entropy_ch_3":4.497,"inten_cooc_entropy_ch_4":5.34989,"inten_cooc_max_ch_3":0.43254,"inten_cooc_max_ch_4":0.29365,"kurt_inten_ch_1":-1.02938,"kurt_inten_ch_3":0.40352,"kurt_inten_ch_4":-1.10862,"length_ch_1":24.87152,"neighbor_avg_dist_ch_1":258.57943,"neighbor_min_dist_ch_1":18.45699,"neighbor_var_dist_ch_1":112.93114,"perim_ch_1":74.60506,"shape_bfr_ch_1":0.68611,"shape_lwr_ch_1":1.46706,"shape_p_2_a_ch_1":1.48006,"skew_inten_ch_1":0.37095,"skew_inten_ch_3":1.23314,"skew_inten_ch_4":0.45846,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":153775,"total_inten_ch_2":155198,"total_inten_ch_3":30443,"total_inten_ch_4":162967,"var_inten_ch_1":317.90121,"var_inten_ch_3":149.54528,"var_inten_ch_4":551.21258,"width_ch_1":16.95328}
{"case":"Test","class":"PS","angle_ch_1":91.80216,"area_ch_1":205,"avg_inten_ch_1":28.10204,"avg_inten_ch_2":295.29082,"avg_inten_ch_3":23.69388,"avg_inten_ch_4":159.37245,"convex_hull_area_ratio_ch_1":1.01985,"convex_hull_perim_ratio_ch_1":0.96686,"diff_inten_density_ch_1":41.24022,"diff_inten_density_ch_3":23.53631,"diff_inten_density_ch_4":98.16201,"entropy_inten_ch_1":5.69899,"entropy_inten_ch_3":4.5528,"entropy_inten_ch_4":6.22363,"eq_circ_diam_ch_1":16.17343,"eq_ellipse_lwr_ch_1":2.13933,"eq_ellipse_oblate_vol_ch_1":328.28009,"eq_ellipse_prolate_vol_ch_1":153.44996,"eq_sphere_area_ch_1":821.77778,"eq_sphere_vol_ch_1":2215.16154,"fiber_align_2_ch_3":1.63624,"fiber_align_2_ch_4":1.25973,"fiber_length_ch_1":20.46807,"fiber_width_ch_1":10.31897,"inten_cooc_asm_ch_3":0.11619,"inten_cooc_asm_ch_4":0.03517,"inten_cooc_contrast_ch_3":9.0591,"inten_cooc_contrast_ch_4":9.52895,"inten_cooc_entropy_ch_3":5.32787,"inten_cooc_entropy_ch_4":6.40272,"inten_cooc_max_ch_3":0.34104,"inten_cooc_max_ch_4":0.16763,"kurt_inten_ch_1":-0.48477,"kurt_inten_ch_3":2.74829,"kurt_inten_ch_4":-0.80381,"length_ch_1":22.67366,"neighbor_avg_dist_ch_1":172.38215,"neighbor_min_dist_ch_1":38.91823,"neighbor_var_dist_ch_1":93.63602,"perim_ch_1":61.57409,"shape_bfr_ch_1":0.84555,"shape_lwr_ch_1":2.11587,"shape_p_2_a_ch_1":1.42847,"skew_inten_ch_1":0.37404,"skew_inten_ch_3":1.31983,"skew_inten_ch_4":0.27051,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5508,"total_inten_ch_2":57682,"total_inten_ch_3":4644,"total_inten_ch_4":31237,"var_inten_ch_1":17.88797,"var_inten_ch_3":26.41231,"var_inten_ch_4":125.64807,"width_ch_1":10.71599}
{"case":"Test","class":"PS","angle_ch_1":63.55485,"area_ch_1":436,"avg_inten_ch_1":480.90625,"avg_inten_ch_2":366.76442,"avg_inten_ch_3":42.71635,"avg_inten_ch_4":318.1851,"convex_hull_area_ratio_ch_1":1.12681,"convex_hull_perim_ratio_ch_1":0.92945,"diff_inten_density_ch_1":169.76843,"diff_inten_density_ch_3":40.19534,"diff_inten_density_ch_4":175.12419,"entropy_inten_ch_1":8.29405,"entropy_inten_ch_3":3.41145,"entropy_inten_ch_4":6.93011,"eq_circ_diam_ch_1":23.56247,"eq_ellipse_lwr_ch_1":2.92381,"eq_ellipse_oblate_vol_ch_1":1186.68597,"eq_ellipse_prolate_vol_ch_1":405.87031,"eq_sphere_area_ch_1":1744.18141,"eq_sphere_vol_ch_1":6849.53819,"fiber_align_2_ch_3":1.30602,"fiber_align_2_ch_4":1.53818,"fiber_length_ch_1":38.99007,"fiber_width_ch_1":11.60691,"inten_cooc_asm_ch_3":0.3282,"inten_cooc_asm_ch_4":0.04914,"inten_cooc_contrast_ch_3":1.87224,"inten_cooc_contrast_ch_4":4.88352,"inten_cooc_entropy_ch_3":3.30879,"inten_cooc_entropy_ch_4":6.21345,"inten_cooc_max_ch_3":0.56955,"inten_cooc_max_ch_4":0.20735,"kurt_inten_ch_1":-0.98454,"kurt_inten_ch_3":5.89445,"kurt_inten_ch_4":-0.04329,"length_ch_1":40.29077,"neighbor_avg_dist_ch_1":193.93931,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":88.57986,"perim_ch_1":101.19397,"shape_bfr_ch_1":0.67534,"shape_lwr_ch_1":2.51423,"shape_p_2_a_ch_1":1.80064,"skew_inten_ch_1":0.12267,"skew_inten_ch_3":2.54788,"skew_inten_ch_4":0.80917,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":200057,"total_inten_ch_2":152159,"total_inten_ch_3":17770,"total_inten_ch_4":132365,"var_inten_ch_1":280.90514,"var_inten_ch_3":91.39491,"var_inten_ch_4":300.22203,"width_ch_1":16.02512}
{"case":"Test","class":"PS","angle_ch_1":48.76821,"area_ch_1":277,"avg_inten_ch_1":35.26792,"avg_inten_ch_2":60.08679,"avg_inten_ch_3":82.48302,"avg_inten_ch_4":34.4717,"convex_hull_area_ratio_ch_1":1.4513,"convex_hull_perim_ratio_ch_1":0.77078,"diff_inten_density_ch_1":43.13983,"diff_inten_density_ch_3":69.44492,"diff_inten_density_ch_4":32.22458,"entropy_inten_ch_1":6.12945,"entropy_inten_ch_3":6.8476,"entropy_inten_ch_4":4.05394,"eq_circ_diam_ch_1":18.80603,"eq_ellipse_lwr_ch_1":1.16955,"eq_ellipse_oblate_vol_ch_1":381.59185,"eq_ellipse_prolate_vol_ch_1":326.27337,"eq_sphere_area_ch_1":1111.0771,"eq_sphere_vol_ch_1":3482.49183,"fiber_align_2_ch_3":1.53049,"fiber_align_2_ch_4":1.63773,"fiber_length_ch_1":43.41949,"fiber_width_ch_1":6.75342,"inten_cooc_asm_ch_3":0.00645,"inten_cooc_asm_ch_4":0.20452,"inten_cooc_contrast_ch_3":18.47883,"inten_cooc_contrast_ch_4":3.06617,"inten_cooc_entropy_ch_3":7.5521,"inten_cooc_entropy_ch_4":4.28067,"inten_cooc_max_ch_3":0.02092,"inten_cooc_max_ch_4":0.46444,"kurt_inten_ch_1":2.19553,"kurt_inten_ch_3":4.45437,"kurt_inten_ch_4":2.19478,"length_ch_1":25.04533,"neighbor_avg_dist_ch_1":261.22202,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":132.44204,"perim_ch_1":100.34582,"shape_bfr_ch_1":0.46993,"shape_lwr_ch_1":1.06122,"shape_p_2_a_ch_1":2.73261,"skew_inten_ch_1":1.34974,"skew_inten_ch_3":1.83061,"skew_inten_ch_4":1.66435,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9346,"total_inten_ch_2":15659,"total_inten_ch_3":21858,"total_inten_ch_4":9135,"var_inten_ch_1":28.3525,"var_inten_ch_3":67.96837,"var_inten_ch_4":52.25511,"width_ch_1":23.60057}
{"case":"Test","class":"WS","angle_ch_1":158.40629,"area_ch_1":473,"avg_inten_ch_1":33.99115,"avg_inten_ch_2":155.5354,"avg_inten_ch_3":53.37389,"avg_inten_ch_4":107.11947,"convex_hull_area_ratio_ch_1":1.3252,"convex_hull_perim_ratio_ch_1":0.83429,"diff_inten_density_ch_1":41.2473,"diff_inten_density_ch_3":46.16687,"diff_inten_density_ch_4":57.90276,"entropy_inten_ch_1":6.16902,"entropy_inten_ch_3":6.48133,"entropy_inten_ch_4":6.61639,"eq_circ_diam_ch_1":24.56085,"eq_ellipse_lwr_ch_1":1.25839,"eq_ellipse_oblate_vol_ch_1":881.73209,"eq_ellipse_prolate_vol_ch_1":700.68329,"eq_sphere_area_ch_1":1895.12018,"eq_sphere_vol_ch_1":7757.62796,"fiber_align_2_ch_3":1.63822,"fiber_align_2_ch_4":1.34966,"fiber_length_ch_1":51.12114,"fiber_width_ch_1":9.66249,"inten_cooc_asm_ch_3":0.01514,"inten_cooc_asm_ch_4":0.03019,"inten_cooc_contrast_ch_3":9.20673,"inten_cooc_contrast_ch_4":5.22747,"inten_cooc_entropy_ch_3":7.05348,"inten_cooc_entropy_ch_4":6.49783,"inten_cooc_max_ch_3":0.09466,"inten_cooc_max_ch_4":0.16152,"kurt_inten_ch_1":1.82643,"kurt_inten_ch_3":4.22772,"kurt_inten_ch_4":-1.20658,"length_ch_1":37.26469,"neighbor_avg_dist_ch_1":306.11203,"neighbor_min_dist_ch_1":42.08841,"neighbor_var_dist_ch_1":126.90989,"perim_ch_1":121.56726,"shape_bfr_ch_1":0.4853,"shape_lwr_ch_1":1.42242,"shape_p_2_a_ch_1":2.38085,"skew_inten_ch_1":1.06309,"skew_inten_ch_3":1.82049,"skew_inten_ch_4":0.28464,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":15364,"total_inten_ch_2":69851,"total_inten_ch_3":24125,"total_inten_ch_4":48418,"var_inten_ch_1":25.07255,"var_inten_ch_3":58.85677,"var_inten_ch_4":90.34349,"width_ch_1":26.19802}
{"case":"Test","class":"WS","angle_ch_1":143.2448,"area_ch_1":246,"avg_inten_ch_1":23.83404,"avg_inten_ch_2":246.06809,"avg_inten_ch_3":10.50638,"avg_inten_ch_4":43.16596,"convex_hull_area_ratio_ch_1":1.09749,"convex_hull_perim_ratio_ch_1":0.89779,"diff_inten_density_ch_1":36.42723,"diff_inten_density_ch_3":16.6338,"diff_inten_density_ch_4":31.35681,"entropy_inten_ch_1":5.59042,"entropy_inten_ch_3":2.75786,"entropy_inten_ch_4":3.76619,"eq_circ_diam_ch_1":17.70958,"eq_ellipse_lwr_ch_1":1.6617,"eq_ellipse_oblate_vol_ch_1":379.83938,"eq_ellipse_prolate_vol_ch_1":228.58446,"eq_sphere_area_ch_1":985.29478,"eq_sphere_vol_ch_1":2908.19209,"fiber_align_2_ch_3":1.66875,"fiber_align_2_ch_4":1.09657,"fiber_length_ch_1":25.48399,"fiber_width_ch_1":10.23137,"inten_cooc_asm_ch_3":0.29045,"inten_cooc_asm_ch_4":0.27762,"inten_cooc_contrast_ch_3":2.68548,"inten_cooc_contrast_ch_4":1.66322,"inten_cooc_entropy_ch_3":3.32683,"inten_cooc_entropy_ch_4":3.67159,"inten_cooc_max_ch_3":0.54245,"inten_cooc_max_ch_4":0.52358,"kurt_inten_ch_1":-0.01111,"kurt_inten_ch_3":12.96531,"kurt_inten_ch_4":0.74161,"length_ch_1":24.57753,"neighbor_avg_dist_ch_1":304.60004,"neighbor_min_dist_ch_1":22.05353,"neighbor_var_dist_ch_1":119.22669,"perim_ch_1":71.43073,"shape_bfr_ch_1":0.62758,"shape_lwr_ch_1":1.539,"shape_p_2_a_ch_1":1.55724,"skew_inten_ch_1":0.55963,"skew_inten_ch_3":3.4944,"skew_inten_ch_4":1.39391,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5601,"total_inten_ch_2":57592,"total_inten_ch_3":2469,"total_inten_ch_4":10144,"var_inten_ch_1":17.34978,"var_inten_ch_3":25.91186,"var_inten_ch_4":66.68658,"width_ch_1":15.96976}
{"case":"Train","class":"PS","angle_ch_1":88.0961,"area_ch_1":178,"avg_inten_ch_1":58.61765,"avg_inten_ch_2":2.28824,"avg_inten_ch_3":138.96471,"avg_inten_ch_4":34.02941,"convex_hull_area_ratio_ch_1":1.08229,"convex_hull_perim_ratio_ch_1":0.9316,"diff_inten_density_ch_1":54.30693,"diff_inten_density_ch_3":102.15512,"diff_inten_density_ch_4":32.80858,"entropy_inten_ch_1":6.32013,"entropy_inten_ch_3":6.7644,"entropy_inten_ch_4":3.22795,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":2.61019,"eq_ellipse_oblate_vol_ch_1":292.90756,"eq_ellipse_prolate_vol_ch_1":112.21716,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.71952,"fiber_align_2_ch_4":1.37134,"fiber_length_ch_1":24.21105,"fiber_width_ch_1":7.7604,"inten_cooc_asm_ch_3":0.0075,"inten_cooc_asm_ch_4":0.28962,"inten_cooc_contrast_ch_3":20.31182,"inten_cooc_contrast_ch_4":1.19126,"inten_cooc_entropy_ch_3":7.29744,"inten_cooc_entropy_ch_4":3.42917,"inten_cooc_max_ch_3":0.03185,"inten_cooc_max_ch_4":0.5411,"kurt_inten_ch_1":0.23402,"kurt_inten_ch_3":1.21749,"kurt_inten_ch_4":5.98533,"length_ch_1":24.72794,"neighbor_avg_dist_ch_1":240.63506,"neighbor_min_dist_ch_1":20.11467,"neighbor_var_dist_ch_1":121.17689,"perim_ch_1":63.94289,"shape_bfr_ch_1":0.67722,"shape_lwr_ch_1":2.32392,"shape_p_2_a_ch_1":1.73171,"skew_inten_ch_1":0.85176,"skew_inten_ch_3":1.1092,"skew_inten_ch_4":2.48387,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":9965,"total_inten_ch_2":220,"total_inten_ch_3":23624,"total_inten_ch_4":5785,"var_inten_ch_1":38.84071,"var_inten_ch_3":87.73053,"var_inten_ch_4":67.36445,"width_ch_1":10.64061}
{"case":"Test","class":"WS","angle_ch_1":47.20315,"area_ch_1":260,"avg_inten_ch_1":186.82731,"avg_inten_ch_2":209.6506,"avg_inten_ch_3":284.59036,"avg_inten_ch_4":230.58233,"convex_hull_area_ratio_ch_1":1.03276,"convex_hull_perim_ratio_ch_1":0.9688,"diff_inten_density_ch_1":107.2256,"diff_inten_density_ch_3":167.43384,"diff_inten_density_ch_4":146.24078,"entropy_inten_ch_1":7.39063,"entropy_inten_ch_3":7.45079,"entropy_inten_ch_4":6.4828,"eq_circ_diam_ch_1":18.22946,"eq_ellipse_lwr_ch_1":1.17389,"eq_ellipse_oblate_vol_ch_1":348.20397,"eq_ellipse_prolate_vol_ch_1":296.62477,"eq_sphere_area_ch_1":1043.9932,"eq_sphere_vol_ch_1":3171.90606,"fiber_align_2_ch_3":1.54272,"fiber_align_2_ch_4":1.203,"fiber_length_ch_1":15.79187,"fiber_width_ch_1":15.79187,"inten_cooc_asm_ch_3":0.00846,"inten_cooc_asm_ch_4":0.02902,"inten_cooc_contrast_ch_3":7.02165,"inten_cooc_contrast_ch_4":8.48502,"inten_cooc_entropy_ch_3":7.18185,"inten_cooc_entropy_ch_4":6.57073,"inten_cooc_max_ch_3":0.02609,"inten_cooc_max_ch_4":0.15217,"kurt_inten_ch_1":8.68851,"kurt_inten_ch_3":9.77006,"kurt_inten_ch_4":-1.09325,"length_ch_1":20.47805,"neighbor_avg_dist_ch_1":261.23237,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":119.92166,"perim_ch_1":63.1675,"shape_bfr_ch_1":0.72252,"shape_lwr_ch_1":1.16088,"shape_p_2_a_ch_1":1.16734,"skew_inten_ch_1":2.19562,"skew_inten_ch_3":2.57639,"skew_inten_ch_4":0.14942,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":46520,"total_inten_ch_2":51955,"total_inten_ch_3":70863,"total_inten_ch_4":57415,"var_inten_ch_1":128.57551,"var_inten_ch_3":278.98524,"var_inten_ch_4":180.08303,"width_ch_1":17.64008}
{"case":"Train","class":"PS","angle_ch_1":92.17126,"area_ch_1":176,"avg_inten_ch_1":33.02381,"avg_inten_ch_2":4.85119,"avg_inten_ch_3":74.14881,"avg_inten_ch_4":22.82143,"convex_hull_area_ratio_ch_1":1.28056,"convex_hull_perim_ratio_ch_1":0.86433,"diff_inten_density_ch_1":42.67698,"diff_inten_density_ch_3":65.77663,"diff_inten_density_ch_4":19.45361,"entropy_inten_ch_1":5.79008,"entropy_inten_ch_3":6.40681,"entropy_inten_ch_4":3.48963,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":2.71342,"eq_ellipse_oblate_vol_ch_1":293.38907,"eq_ellipse_prolate_vol_ch_1":108.12522,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.69472,"fiber_align_2_ch_4":1.23883,"fiber_length_ch_1":31.42229,"fiber_width_ch_1":6.00445,"inten_cooc_asm_ch_3":0.00823,"inten_cooc_asm_ch_4":0.24074,"inten_cooc_contrast_ch_3":13.92868,"inten_cooc_contrast_ch_4":2.21101,"inten_cooc_entropy_ch_3":7.14607,"inten_cooc_entropy_ch_4":3.94257,"inten_cooc_max_ch_3":0.02685,"inten_cooc_max_ch_4":0.49664,"kurt_inten_ch_1":3.45941,"kurt_inten_ch_3":4.27721,"kurt_inten_ch_4":-0.08455,"length_ch_1":25.65444,"neighbor_avg_dist_ch_1":244.76263,"neighbor_min_dist_ch_1":43.55705,"neighbor_var_dist_ch_1":107.3194,"perim_ch_1":74.85348,"shape_bfr_ch_1":0.53381,"shape_lwr_ch_1":1.9951,"shape_p_2_a_ch_1":2.3632,"skew_inten_ch_1":1.67379,"skew_inten_ch_3":1.97533,"skew_inten_ch_4":1.13189,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5548,"total_inten_ch_2":648,"total_inten_ch_3":12457,"total_inten_ch_4":3834,"var_inten_ch_1":29.82128,"var_inten_ch_3":73.43232,"var_inten_ch_4":32.17425,"width_ch_1":12.85872}
{"case":"Train","class":"PS","angle_ch_1":21.21228,"area_ch_1":377,"avg_inten_ch_1":29.86667,"avg_inten_ch_2":163.55,"avg_inten_ch_3":11.38056,"avg_inten_ch_4":38.58611,"convex_hull_area_ratio_ch_1":1.29513,"convex_hull_perim_ratio_ch_1":0.82815,"diff_inten_density_ch_1":39.08295,"diff_inten_density_ch_3":20.64363,"diff_inten_density_ch_4":21.34101,"entropy_inten_ch_1":5.99853,"entropy_inten_ch_3":2.77051,"entropy_inten_ch_4":3.76558,"eq_circ_diam_ch_1":21.91924,"eq_ellipse_lwr_ch_1":2.39255,"eq_ellipse_oblate_vol_ch_1":864.18399,"eq_ellipse_prolate_vol_ch_1":361.19721,"eq_sphere_area_ch_1":1509.38776,"eq_sphere_vol_ch_1":5514.10519,"fiber_align_2_ch_3":1.0841,"fiber_align_2_ch_4":1.04071,"fiber_length_ch_1":48.58955,"fiber_width_ch_1":8.18667,"inten_cooc_asm_ch_3":0.31888,"inten_cooc_asm_ch_4":0.33214,"inten_cooc_contrast_ch_3":2.84236,"inten_cooc_contrast_ch_4":1.03533,"inten_cooc_entropy_ch_3":3.31044,"inten_cooc_entropy_ch_4":3.30253,"inten_cooc_max_ch_3":0.56098,"inten_cooc_max_ch_4":0.57276,"kurt_inten_ch_1":1.93096,"kurt_inten_ch_3":32.90453,"kurt_inten_ch_4":-0.06466,"length_ch_1":38.74852,"neighbor_avg_dist_ch_1":224.89236,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":112.56051,"perim_ch_1":113.55244,"shape_bfr_ch_1":0.48481,"shape_lwr_ch_1":1.92905,"shape_p_2_a_ch_1":2.57947,"skew_inten_ch_1":1.1201,"skew_inten_ch_3":4.99911,"skew_inten_ch_4":1.13432,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":12,"total_inten_ch_1":10752,"total_inten_ch_2":58519,"total_inten_ch_3":4097,"total_inten_ch_4":13891,"var_inten_ch_1":21.59833,"var_inten_ch_3":31.2164,"var_inten_ch_4":54.71587,"width_ch_1":20.08679}
{"case":"Test","class":"PS","angle_ch_1":95.21894,"area_ch_1":196,"avg_inten_ch_1":33.24064,"avg_inten_ch_2":189.72193,"avg_inten_ch_3":62.66845,"avg_inten_ch_4":50.74332,"convex_hull_area_ratio_ch_1":1.3975,"convex_hull_perim_ratio_ch_1":0.82603,"diff_inten_density_ch_1":41.54321,"diff_inten_density_ch_3":57.70988,"diff_inten_density_ch_4":46.2284,"entropy_inten_ch_1":5.95935,"entropy_inten_ch_3":5.67142,"entropy_inten_ch_4":4.81957,"eq_circ_diam_ch_1":15.79774,"eq_ellipse_lwr_ch_1":2.96955,"eq_ellipse_oblate_vol_ch_1":360.43679,"eq_ellipse_prolate_vol_ch_1":121.37767,"eq_sphere_area_ch_1":784.04308,"eq_sphere_vol_ch_1":2064.35178,"fiber_align_2_ch_3":1.32836,"fiber_align_2_ch_4":1.76273,"fiber_length_ch_1":37.00487,"fiber_width_ch_1":5.66512,"inten_cooc_asm_ch_3":0.02836,"inten_cooc_asm_ch_4":0.11121,"inten_cooc_contrast_ch_3":13.53611,"inten_cooc_contrast_ch_4":6.10836,"inten_cooc_entropy_ch_3":6.50969,"inten_cooc_entropy_ch_4":5.16913,"inten_cooc_max_ch_3":0.1519,"inten_cooc_max_ch_4":0.3481,"kurt_inten_ch_1":1.00699,"kurt_inten_ch_3":1.55342,"kurt_inten_ch_4":-0.31179,"length_ch_1":27.25372,"neighbor_avg_dist_ch_1":195.94936,"neighbor_min_dist_ch_1":27.85063,"neighbor_var_dist_ch_1":96.86288,"perim_ch_1":85.33999,"shape_bfr_ch_1":0.59211,"shape_lwr_ch_1":2.24375,"shape_p_2_a_ch_1":2.76455,"skew_inten_ch_1":0.87621,"skew_inten_ch_3":0.99808,"skew_inten_ch_4":0.82267,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6216,"total_inten_ch_2":35292,"total_inten_ch_3":11719,"total_inten_ch_4":9489,"var_inten_ch_1":22.8054,"var_inten_ch_3":56.75943,"var_inten_ch_4":55.87264,"width_ch_1":12.14649}
{"case":"Train","class":"PS","angle_ch_1":43.15216,"area_ch_1":846,"avg_inten_ch_1":35.76609,"avg_inten_ch_2":5.40965,"avg_inten_ch_3":81.14233,"avg_inten_ch_4":44.58168,"convex_hull_area_ratio_ch_1":2.10804,"convex_hull_perim_ratio_ch_1":0.65348,"diff_inten_density_ch_1":44.89747,"diff_inten_density_ch_3":70.4108,"diff_inten_density_ch_4":34.11552,"entropy_inten_ch_1":6.34395,"entropy_inten_ch_3":7.31177,"entropy_inten_ch_4":5.40622,"eq_circ_diam_ch_1":32.83824,"eq_ellipse_lwr_ch_1":1.91387,"eq_ellipse_oblate_vol_ch_1":2598.93409,"eq_ellipse_prolate_vol_ch_1":1357.94418,"eq_sphere_area_ch_1":3387.73696,"eq_sphere_vol_ch_1":18541.22128,"fiber_align_2_ch_3":1.48676,"fiber_align_2_ch_4":1.39477,"fiber_length_ch_1":121.00674,"fiber_width_ch_1":7.37587,"inten_cooc_asm_ch_3":0.00459,"inten_cooc_asm_ch_4":0.09704,"inten_cooc_contrast_ch_3":23.29662,"inten_cooc_contrast_ch_4":4.57788,"inten_cooc_entropy_ch_3":8.04549,"inten_cooc_entropy_ch_4":5.51913,"inten_cooc_max_ch_3":0.01497,"inten_cooc_max_ch_4":0.30884,"kurt_inten_ch_1":0.87753,"kurt_inten_ch_3":1.85567,"kurt_inten_ch_4":1.50095,"length_ch_1":56.53154,"neighbor_avg_dist_ch_1":168.84761,"neighbor_min_dist_ch_1":23.36889,"neighbor_var_dist_ch_1":70.25604,"perim_ch_1":256.76522,"shape_bfr_ch_1":0.35074,"shape_lwr_ch_1":1.3235,"shape_p_2_a_ch_1":5.8781,"skew_inten_ch_1":0.90613,"skew_inten_ch_3":1.11804,"skew_inten_ch_4":1.48095,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":20,"total_inten_ch_1":28899,"total_inten_ch_2":3564,"total_inten_ch_3":65563,"total_inten_ch_4":36022,"var_inten_ch_1":26.14068,"var_inten_ch_3":55.52195,"var_inten_ch_4":58.00193,"width_ch_1":42.71375}
{"case":"Test","class":"PS","angle_ch_1":15.028,"area_ch_1":312,"avg_inten_ch_1":116.69799,"avg_inten_ch_2":686.88255,"avg_inten_ch_3":147.45973,"avg_inten_ch_4":569.67785,"convex_hull_area_ratio_ch_1":1.13942,"convex_hull_perim_ratio_ch_1":0.93903,"diff_inten_density_ch_1":67.03636,"diff_inten_density_ch_3":96.13091,"diff_inten_density_ch_4":240.24,"entropy_inten_ch_1":7.27433,"entropy_inten_ch_3":7.18655,"entropy_inten_ch_4":7.93771,"eq_circ_diam_ch_1":19.94263,"eq_ellipse_lwr_ch_1":1.36857,"eq_ellipse_oblate_vol_ch_1":492.24211,"eq_ellipse_prolate_vol_ch_1":359.67738,"eq_sphere_area_ch_1":1249.43764,"eq_sphere_vol_ch_1":4152.84471,"fiber_align_2_ch_3":1.33585,"fiber_align_2_ch_4":1.34223,"fiber_length_ch_1":26.23196,"fiber_width_ch_1":12.46701,"inten_cooc_asm_ch_3":0.0123,"inten_cooc_asm_ch_4":0.00843,"inten_cooc_contrast_ch_3":7.1857,"inten_cooc_contrast_ch_4":7.15365,"inten_cooc_entropy_ch_3":7.03889,"inten_cooc_entropy_ch_4":7.20143,"inten_cooc_max_ch_3":0.07692,"inten_cooc_max_ch_4":0.02527,"kurt_inten_ch_1":-0.35849,"kurt_inten_ch_3":0.40302,"kurt_inten_ch_4":-0.80922,"length_ch_1":26.84358,"neighbor_avg_dist_ch_1":279.00732,"neighbor_min_dist_ch_1":42.71875,"neighbor_var_dist_ch_1":143.74407,"perim_ch_1":77.39793,"shape_bfr_ch_1":0.52672,"shape_lwr_ch_1":1.21508,"shape_p_2_a_ch_1":1.45765,"skew_inten_ch_1":0.49264,"skew_inten_ch_3":0.96984,"skew_inten_ch_4":0.34202,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":34776,"total_inten_ch_2":204394,"total_inten_ch_3":43943,"total_inten_ch_4":169764,"var_inten_ch_1":71.66085,"var_inten_ch_3":133.10101,"var_inten_ch_4":348.90533,"width_ch_1":22.09201}
{"case":"Train","class":"PS","angle_ch_1":87.5335,"area_ch_1":246,"avg_inten_ch_1":130.48085,"avg_inten_ch_2":3.60426,"avg_inten_ch_3":147.13191,"avg_inten_ch_4":98.11915,"convex_hull_area_ratio_ch_1":1.25026,"convex_hull_perim_ratio_ch_1":0.90008,"diff_inten_density_ch_1":83.39437,"diff_inten_density_ch_3":98.24413,"diff_inten_density_ch_4":48.62911,"entropy_inten_ch_1":7.00361,"entropy_inten_ch_3":4.758,"entropy_inten_ch_4":6.85625,"eq_circ_diam_ch_1":17.70958,"eq_ellipse_lwr_ch_1":1.70665,"eq_ellipse_oblate_vol_ch_1":384.94221,"eq_ellipse_prolate_vol_ch_1":225.55432,"eq_sphere_area_ch_1":985.29478,"eq_sphere_vol_ch_1":2908.19209,"fiber_align_2_ch_3":1.00917,"fiber_align_2_ch_4":1.36772,"fiber_length_ch_1":30.39905,"fiber_width_ch_1":8.4392,"inten_cooc_asm_ch_3":0.1526,"inten_cooc_asm_ch_4":0.00873,"inten_cooc_contrast_ch_3":2.77331,"inten_cooc_contrast_ch_4":7.77664,"inten_cooc_entropy_ch_3":4.62876,"inten_cooc_entropy_ch_4":7.1261,"inten_cooc_max_ch_3":0.39336,"inten_cooc_max_ch_4":0.02844,"kurt_inten_ch_1":4.42172,"kurt_inten_ch_3":3.64674,"kurt_inten_ch_4":-0.62407,"length_ch_1":24.41648,"neighbor_avg_dist_ch_1":246.78522,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":110.6791,"perim_ch_1":77.67649,"shape_bfr_ch_1":0.60663,"shape_lwr_ch_1":1.46821,"shape_p_2_a_ch_1":1.87157,"skew_inten_ch_1":2.13013,"skew_inten_ch_3":2.14793,"skew_inten_ch_4":0.36638,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":30663,"total_inten_ch_2":613,"total_inten_ch_3":34576,"total_inten_ch_4":23058,"var_inten_ch_1":110.71952,"var_inten_ch_3":270.05078,"var_inten_ch_4":64.72372,"width_ch_1":16.63014}
{"case":"Train","class":"PS","angle_ch_1":149.42139,"area_ch_1":366,"avg_inten_ch_1":298.65714,"avg_inten_ch_2":350.98571,"avg_inten_ch_3":180,"avg_inten_ch_4":69.41429,"convex_hull_area_ratio_ch_1":1.23014,"convex_hull_perim_ratio_ch_1":0.90732,"diff_inten_density_ch_1":134.94118,"diff_inten_density_ch_3":125.81115,"diff_inten_density_ch_4":61.68731,"entropy_inten_ch_1":7.90889,"entropy_inten_ch_3":4.79239,"entropy_inten_ch_4":5.87218,"eq_circ_diam_ch_1":21.61266,"eq_ellipse_lwr_ch_1":1.98853,"eq_ellipse_oblate_vol_ch_1":755.24896,"eq_ellipse_prolate_vol_ch_1":379.80187,"eq_sphere_area_ch_1":1467.46032,"eq_sphere_vol_ch_1":5285.95379,"fiber_align_2_ch_3":1.33053,"fiber_align_2_ch_4":1.32014,"fiber_length_ch_1":35.51807,"fiber_width_ch_1":10.77164,"inten_cooc_asm_ch_3":0.20078,"inten_cooc_asm_ch_4":0.06272,"inten_cooc_contrast_ch_3":2.07402,"inten_cooc_contrast_ch_4":7.39162,"inten_cooc_entropy_ch_3":4.33657,"inten_cooc_entropy_ch_4":5.99473,"inten_cooc_max_ch_3":0.44172,"inten_cooc_max_ch_4":0.23926,"kurt_inten_ch_1":-0.0984,"kurt_inten_ch_3":1.42926,"kurt_inten_ch_4":0.91124,"length_ch_1":31.09027,"neighbor_avg_dist_ch_1":296.97444,"neighbor_min_dist_ch_1":27.31865,"neighbor_var_dist_ch_1":131.5051,"perim_ch_1":92.57942,"shape_bfr_ch_1":0.57524,"shape_lwr_ch_1":1.51563,"shape_p_2_a_ch_1":1.78273,"skew_inten_ch_1":0.66523,"skew_inten_ch_3":1.4069,"skew_inten_ch_4":1.20193,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":9,"total_inten_ch_1":104530,"total_inten_ch_2":122496,"total_inten_ch_3":63000,"total_inten_ch_4":24295,"var_inten_ch_1":176.20447,"var_inten_ch_3":244.41316,"var_inten_ch_4":80.42599,"width_ch_1":20.51311}
{"case":"Test","class":"PS","angle_ch_1":85.58822,"area_ch_1":645,"avg_inten_ch_1":61.89123,"avg_inten_ch_2":282.48214,"avg_inten_ch_3":73.13312,"avg_inten_ch_4":232.02597,"convex_hull_area_ratio_ch_1":1.19718,"convex_hull_perim_ratio_ch_1":0.82638,"diff_inten_density_ch_1":57.5122,"diff_inten_density_ch_3":63.74913,"diff_inten_density_ch_4":154.28049,"entropy_inten_ch_1":6.88897,"entropy_inten_ch_3":5.53276,"entropy_inten_ch_4":6.66312,"eq_circ_diam_ch_1":28.67244,"eq_ellipse_lwr_ch_1":2.92293,"eq_ellipse_oblate_vol_ch_1":2137.96998,"eq_ellipse_prolate_vol_ch_1":731.4483,"eq_sphere_area_ch_1":2582.73016,"eq_sphere_vol_ch_1":12342.19387,"fiber_align_2_ch_3":1.55084,"fiber_align_2_ch_4":1.57824,"fiber_length_ch_1":60.89169,"fiber_width_ch_1":10.97819,"inten_cooc_asm_ch_3":0.10723,"inten_cooc_asm_ch_4":0.06912,"inten_cooc_contrast_ch_3":5.76518,"inten_cooc_contrast_ch_4":5.63803,"inten_cooc_entropy_ch_3":5.50945,"inten_cooc_entropy_ch_4":6.01502,"inten_cooc_max_ch_3":0.31922,"inten_cooc_max_ch_4":0.2575,"kurt_inten_ch_1":0.04074,"kurt_inten_ch_3":1.17523,"kurt_inten_ch_4":-0.43154,"length_ch_1":49.39102,"neighbor_avg_dist_ch_1":219.76377,"neighbor_min_dist_ch_1":23.00726,"neighbor_var_dist_ch_1":106.33993,"perim_ch_1":143.73975,"shape_bfr_ch_1":0.60531,"shape_lwr_ch_1":2.28695,"shape_p_2_a_ch_1":2.45953,"skew_inten_ch_1":0.52076,"skew_inten_ch_3":1.2226,"skew_inten_ch_4":0.76264,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":10,"total_inten_ch_1":38125,"total_inten_ch_2":173394,"total_inten_ch_3":45050,"total_inten_ch_4":142928,"var_inten_ch_1":38.02856,"var_inten_ch_3":86.40562,"var_inten_ch_4":233.73385,"width_ch_1":21.59685}
{"case":"Train","class":"WS","angle_ch_1":16.00552,"area_ch_1":564,"avg_inten_ch_1":41.23377,"avg_inten_ch_2":226.16141,"avg_inten_ch_3":56.07978,"avg_inten_ch_4":104.99258,"convex_hull_area_ratio_ch_1":1.14785,"convex_hull_perim_ratio_ch_1":0.88182,"diff_inten_density_ch_1":49.14668,"diff_inten_density_ch_3":53.06739,"diff_inten_density_ch_4":66.70862,"entropy_inten_ch_1":6.45632,"entropy_inten_ch_3":5.15835,"entropy_inten_ch_4":6.11305,"eq_circ_diam_ch_1":26.82061,"eq_ellipse_lwr_ch_1":2.02574,"eq_ellipse_oblate_vol_ch_1":1456.79025,"eq_ellipse_prolate_vol_ch_1":719.13822,"eq_sphere_area_ch_1":2259.88889,"eq_sphere_vol_ch_1":10101.93207,"fiber_align_2_ch_3":1.43071,"fiber_align_2_ch_4":1.09996,"fiber_length_ch_1":45.73548,"fiber_width_ch_1":12.78849,"inten_cooc_asm_ch_3":0.15133,"inten_cooc_asm_ch_4":0.07602,"inten_cooc_contrast_ch_3":4.52734,"inten_cooc_contrast_ch_4":4.89144,"inten_cooc_entropy_ch_3":5.02535,"inten_cooc_entropy_ch_4":5.8461,"inten_cooc_max_ch_3":0.38431,"inten_cooc_max_ch_4":0.26562,"kurt_inten_ch_1":3.48523,"kurt_inten_ch_3":4.75906,"kurt_inten_ch_4":-0.83355,"length_ch_1":43.45423,"neighbor_avg_dist_ch_1":238.29756,"neighbor_min_dist_ch_1":23.87914,"neighbor_var_dist_ch_1":111.39338,"perim_ch_1":117.04795,"shape_bfr_ch_1":0.62496,"shape_lwr_ch_1":2.08877,"shape_p_2_a_ch_1":1.86399,"skew_inten_ch_1":1.6643,"skew_inten_ch_3":2.02441,"skew_inten_ch_4":0.57663,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":9,"total_inten_ch_1":22225,"total_inten_ch_2":121363,"total_inten_ch_3":30227,"total_inten_ch_4":56591,"var_inten_ch_1":38.78437,"var_inten_ch_3":81.73537,"var_inten_ch_4":102.85474,"width_ch_1":20.80379}
{"case":"Test","class":"PS","angle_ch_1":170.2593,"area_ch_1":227,"avg_inten_ch_1":28.09217,"avg_inten_ch_2":4.19355,"avg_inten_ch_3":61.4977,"avg_inten_ch_4":44.74194,"convex_hull_area_ratio_ch_1":1.16739,"convex_hull_perim_ratio_ch_1":0.91043,"diff_inten_density_ch_1":37.48718,"diff_inten_density_ch_3":43.94359,"diff_inten_density_ch_4":32.73333,"entropy_inten_ch_1":5.77266,"entropy_inten_ch_3":6.59046,"entropy_inten_ch_4":4.84177,"eq_circ_diam_ch_1":17.01783,"eq_ellipse_lwr_ch_1":2.44952,"eq_ellipse_oblate_vol_ch_1":409.21524,"eq_ellipse_prolate_vol_ch_1":167.05924,"eq_sphere_area_ch_1":909.8254,"eq_sphere_vol_ch_1":2580.54179,"fiber_align_2_ch_3":1.66625,"fiber_align_2_ch_4":1.48574,"fiber_length_ch_1":27.87997,"fiber_width_ch_1":8.64717,"inten_cooc_asm_ch_3":0.00804,"inten_cooc_asm_ch_4":0.11249,"inten_cooc_contrast_ch_3":15.17842,"inten_cooc_contrast_ch_4":4.15159,"inten_cooc_entropy_ch_3":7.29651,"inten_cooc_entropy_ch_4":5.21527,"inten_cooc_max_ch_3":0.0404,"inten_cooc_max_ch_4":0.32828,"kurt_inten_ch_1":0.01146,"kurt_inten_ch_3":0.48335,"kurt_inten_ch_4":-0.35886,"length_ch_1":26.26555,"neighbor_avg_dist_ch_1":280.12002,"neighbor_min_dist_ch_1":36.31278,"neighbor_var_dist_ch_1":146.8371,"perim_ch_1":73.05428,"shape_bfr_ch_1":0.68411,"shape_lwr_ch_1":2.07493,"shape_p_2_a_ch_1":1.76162,"skew_inten_ch_1":0.68284,"skew_inten_ch_3":0.87842,"skew_inten_ch_4":0.87656,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6096,"total_inten_ch_2":694,"total_inten_ch_3":13345,"total_inten_ch_4":9709,"var_inten_ch_1":20.17803,"var_inten_ch_3":42.32115,"var_inten_ch_4":50.44647,"width_ch_1":12.65851}
{"case":"Train","class":"WS","angle_ch_1":134.96309,"area_ch_1":485,"avg_inten_ch_1":205.91361,"avg_inten_ch_2":414.28942,"avg_inten_ch_3":128.14255,"avg_inten_ch_4":370.62635,"convex_hull_area_ratio_ch_1":1.08021,"convex_hull_perim_ratio_ch_1":0.95088,"diff_inten_density_ch_1":93.07586,"diff_inten_density_ch_3":102.43678,"diff_inten_density_ch_4":200.02759,"entropy_inten_ch_1":7.85558,"entropy_inten_ch_3":5.95223,"entropy_inten_ch_4":7.00942,"eq_circ_diam_ch_1":24.85792,"eq_ellipse_lwr_ch_1":1.99032,"eq_ellipse_oblate_vol_ch_1":1149.62153,"eq_ellipse_prolate_vol_ch_1":577.60532,"eq_sphere_area_ch_1":1941.24036,"eq_sphere_vol_ch_1":8042.53172,"fiber_align_2_ch_3":1.55175,"fiber_align_2_ch_4":1.31422,"fiber_length_ch_1":30.80531,"fiber_width_ch_1":16.33255,"inten_cooc_asm_ch_3":0.09754,"inten_cooc_asm_ch_4":0.04091,"inten_cooc_contrast_ch_3":3.67011,"inten_cooc_contrast_ch_4":4.1977,"inten_cooc_entropy_ch_3":5.41108,"inten_cooc_entropy_ch_4":6.1166,"inten_cooc_max_ch_3":0.30805,"inten_cooc_max_ch_4":0.18161,"kurt_inten_ch_1":-0.15663,"kurt_inten_ch_3":5.60046,"kurt_inten_ch_4":-0.04608,"length_ch_1":34.02856,"neighbor_avg_dist_ch_1":307.20037,"neighbor_min_dist_ch_1":38.91823,"neighbor_var_dist_ch_1":124.95523,"perim_ch_1":94.27572,"shape_bfr_ch_1":0.70345,"shape_lwr_ch_1":1.67842,"shape_p_2_a_ch_1":1.40575,"skew_inten_ch_1":0.24378,"skew_inten_ch_3":2.20439,"skew_inten_ch_4":0.98637,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":11,"total_inten_ch_1":95338,"total_inten_ch_2":191354,"total_inten_ch_3":59330,"total_inten_ch_4":171600,"var_inten_ch_1":96.75386,"var_inten_ch_3":178.93729,"var_inten_ch_4":399.88811,"width_ch_1":20.27412}
{"case":"Test","class":"WS","angle_ch_1":73.01828,"area_ch_1":262,"avg_inten_ch_1":128.856,"avg_inten_ch_2":257.88,"avg_inten_ch_3":97.74,"avg_inten_ch_4":342.372,"convex_hull_area_ratio_ch_1":1.08341,"convex_hull_perim_ratio_ch_1":0.93441,"diff_inten_density_ch_1":65.54348,"diff_inten_density_ch_3":73.82609,"diff_inten_density_ch_4":170.98261,"entropy_inten_ch_1":7.16507,"entropy_inten_ch_3":5.62367,"entropy_inten_ch_4":7.4923,"eq_circ_diam_ch_1":18.26603,"eq_ellipse_lwr_ch_1":1.20301,"eq_ellipse_oblate_vol_ch_1":354.62229,"eq_ellipse_prolate_vol_ch_1":294.77938,"eq_sphere_area_ch_1":1048.18594,"eq_sphere_vol_ch_1":3191.0331,"fiber_align_2_ch_3":1.46845,"fiber_align_2_ch_4":1.33269,"fiber_length_ch_1":21.32913,"fiber_width_ch_1":12.81414,"inten_cooc_asm_ch_3":0.09204,"inten_cooc_asm_ch_4":0.00816,"inten_cooc_contrast_ch_3":5.09245,"inten_cooc_contrast_ch_4":8.47837,"inten_cooc_entropy_ch_3":5.59246,"inten_cooc_entropy_ch_4":7.2093,"inten_cooc_max_ch_3":0.29825,"inten_cooc_max_ch_4":0.02193,"kurt_inten_ch_1":-0.99183,"kurt_inten_ch_3":-0.51184,"kurt_inten_ch_4":-0.78866,"length_ch_1":22.6557,"neighbor_avg_dist_ch_1":312.72832,"neighbor_min_dist_ch_1":23.90107,"neighbor_var_dist_ch_1":147.99418,"perim_ch_1":68.28654,"shape_bfr_ch_1":0.62725,"shape_lwr_ch_1":1.22862,"shape_p_2_a_ch_1":1.35767,"skew_inten_ch_1":-0.20731,"skew_inten_ch_3":0.79309,"skew_inten_ch_4":0.44356,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":32214,"total_inten_ch_2":64221,"total_inten_ch_3":24435,"total_inten_ch_4":85593,"var_inten_ch_1":64.06562,"var_inten_ch_3":105.11274,"var_inten_ch_4":228.10633,"width_ch_1":18.44}
{"case":"Test","class":"WS","angle_ch_1":139.01048,"area_ch_1":191,"avg_inten_ch_1":489.14754,"avg_inten_ch_2":384.95082,"avg_inten_ch_3":46.48087,"avg_inten_ch_4":172.4153,"convex_hull_area_ratio_ch_1":1.00783,"convex_hull_perim_ratio_ch_1":0.98973,"diff_inten_density_ch_1":172.34925,"diff_inten_density_ch_3":30.82687,"diff_inten_density_ch_4":97.53731,"entropy_inten_ch_1":7.30392,"entropy_inten_ch_3":6.14982,"entropy_inten_ch_4":5.87321,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":1.34142,"eq_ellipse_oblate_vol_ch_1":234.52028,"eq_ellipse_prolate_vol_ch_1":174.83,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.47746,"fiber_align_2_ch_4":1.69844,"fiber_length_ch_1":13.32018,"fiber_width_ch_1":13.32018,"inten_cooc_asm_ch_3":0.01104,"inten_cooc_asm_ch_4":0.05591,"inten_cooc_contrast_ch_3":12.39018,"inten_cooc_contrast_ch_4":5.03901,"inten_cooc_entropy_ch_3":7.04329,"inten_cooc_entropy_ch_4":5.83064,"inten_cooc_max_ch_3":0.05988,"inten_cooc_max_ch_4":0.22619,"kurt_inten_ch_1":-0.77842,"kurt_inten_ch_3":-0.06209,"kurt_inten_ch_4":-1.37624,"length_ch_1":18.97895,"neighbor_avg_dist_ch_1":336.12731,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":138.2226,"perim_ch_1":53.28072,"shape_bfr_ch_1":0.70786,"shape_lwr_ch_1":1.32923,"shape_p_2_a_ch_1":1.12544,"skew_inten_ch_1":-0.37893,"skew_inten_ch_3":0.58225,"skew_inten_ch_4":0.20484,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":89514,"total_inten_ch_2":70264,"total_inten_ch_3":8506,"total_inten_ch_4":31552,"var_inten_ch_1":219.93199,"var_inten_ch_3":31.67179,"var_inten_ch_4":146.34271,"width_ch_1":14.27818}
{"case":"Test","class":"PS","angle_ch_1":120.33934,"area_ch_1":235,"avg_inten_ch_1":42.62667,"avg_inten_ch_2":137.48444,"avg_inten_ch_3":34.65778,"avg_inten_ch_4":80.83111,"convex_hull_area_ratio_ch_1":1.21977,"convex_hull_perim_ratio_ch_1":0.83805,"diff_inten_density_ch_1":46.51861,"diff_inten_density_ch_3":33.2134,"diff_inten_density_ch_4":43.66501,"entropy_inten_ch_1":6.13961,"entropy_inten_ch_3":5.25266,"entropy_inten_ch_4":4.244,"eq_circ_diam_ch_1":17.32868,"eq_ellipse_lwr_ch_1":1.63699,"eq_ellipse_oblate_vol_ch_1":353.19851,"eq_ellipse_prolate_vol_ch_1":215.76043,"eq_sphere_area_ch_1":943.36735,"eq_sphere_vol_ch_1":2724.55182,"fiber_align_2_ch_3":1.61382,"fiber_align_2_ch_4":1.23271,"fiber_length_ch_1":31.4669,"fiber_width_ch_1":7.91963,"inten_cooc_asm_ch_3":0.06586,"inten_cooc_asm_ch_4":0.22574,"inten_cooc_contrast_ch_3":9.66715,"inten_cooc_contrast_ch_4":1.72854,"inten_cooc_entropy_ch_3":5.92447,"inten_cooc_entropy_ch_4":4.08384,"inten_cooc_max_ch_3":0.25253,"inten_cooc_max_ch_4":0.47475,"kurt_inten_ch_1":-0.22448,"kurt_inten_ch_3":5.70501,"kurt_inten_ch_4":-1.12703,"length_ch_1":24.45992,"neighbor_avg_dist_ch_1":375.79445,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":131.55416,"perim_ch_1":78.77306,"shape_bfr_ch_1":0.55442,"shape_lwr_ch_1":1.40646,"shape_p_2_a_ch_1":1.98145,"skew_inten_ch_1":0.38285,"skew_inten_ch_3":1.98368,"skew_inten_ch_4":0.68361,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9591,"total_inten_ch_2":30710,"total_inten_ch_3":7798,"total_inten_ch_4":18187,"var_inten_ch_1":24.10926,"var_inten_ch_3":40.1523,"var_inten_ch_4":96.68859,"width_ch_1":17.39114}
{"case":"Test","class":"PS","angle_ch_1":111.0446,"area_ch_1":424,"avg_inten_ch_1":32.99506,"avg_inten_ch_2":3.44691,"avg_inten_ch_3":75.4642,"avg_inten_ch_4":20.27407,"convex_hull_area_ratio_ch_1":1.74119,"convex_hull_perim_ratio_ch_1":0.83282,"diff_inten_density_ch_1":40.79552,"diff_inten_density_ch_3":60.4986,"diff_inten_density_ch_4":19.98599,"entropy_inten_ch_1":6.18334,"entropy_inten_ch_3":7.02169,"entropy_inten_ch_4":4.60198,"eq_circ_diam_ch_1":23.24886,"eq_ellipse_lwr_ch_1":4.15441,"eq_ellipse_oblate_vol_ch_1":1358.80969,"eq_ellipse_prolate_vol_ch_1":327.07665,"eq_sphere_area_ch_1":1698.06122,"eq_sphere_vol_ch_1":6579.66573,"fiber_align_2_ch_3":1.55566,"fiber_align_2_ch_4":1.56071,"fiber_length_ch_1":72.88584,"fiber_width_ch_1":6.22346,"inten_cooc_asm_ch_3":0.00604,"inten_cooc_asm_ch_4":0.09476,"inten_cooc_contrast_ch_3":19.57185,"inten_cooc_contrast_ch_4":5.85941,"inten_cooc_entropy_ch_3":7.67132,"inten_cooc_entropy_ch_4":5.48653,"inten_cooc_max_ch_3":0.02479,"inten_cooc_max_ch_4":0.30854,"kurt_inten_ch_1":0.24449,"kurt_inten_ch_3":0.34822,"kurt_inten_ch_4":-0.01977,"length_ch_1":59.31876,"neighbor_avg_dist_ch_1":183.71089,"neighbor_min_dist_ch_1":20.27039,"neighbor_var_dist_ch_1":100.7733,"perim_ch_1":158.21861,"shape_bfr_ch_1":0.38489,"shape_lwr_ch_1":3.19027,"shape_p_2_a_ch_1":4.39165,"skew_inten_ch_1":0.77539,"skew_inten_ch_3":0.81101,"skew_inten_ch_4":1.04537,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":13363,"total_inten_ch_2":992,"total_inten_ch_3":30563,"total_inten_ch_4":8211,"var_inten_ch_1":23.85895,"var_inten_ch_3":53.55082,"var_inten_ch_4":24.39574,"width_ch_1":18.59363}
{"case":"Test","class":"PS","angle_ch_1":105.8416,"area_ch_1":208,"avg_inten_ch_1":27.55779,"avg_inten_ch_2":42.30151,"avg_inten_ch_3":23.60302,"avg_inten_ch_4":23.8794,"convex_hull_area_ratio_ch_1":1.12456,"convex_hull_perim_ratio_ch_1":0.86091,"diff_inten_density_ch_1":40.2381,"diff_inten_density_ch_3":27.63866,"diff_inten_density_ch_4":25.89076,"entropy_inten_ch_1":5.59688,"entropy_inten_ch_3":5.45351,"entropy_inten_ch_4":5.53328,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":1.4468,"eq_ellipse_oblate_vol_ch_1":276.18844,"eq_ellipse_prolate_vol_ch_1":190.896,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":25.01113,"fiber_width_ch_1":8.83228,"inten_cooc_asm_ch_3":0.00621,"inten_cooc_asm_ch_4":0.00783,"inten_cooc_contrast_ch_3":45.52475,"inten_cooc_contrast_ch_4":34.05569,"inten_cooc_entropy_ch_3":7.52538,"inten_cooc_entropy_ch_4":7.43026,"inten_cooc_max_ch_3":0.0221,"inten_cooc_max_ch_4":0.04972,"kurt_inten_ch_1":-0.02726,"kurt_inten_ch_3":-0.47388,"kurt_inten_ch_4":-0.71529,"length_ch_1":19.96448,"neighbor_avg_dist_ch_1":205.49616,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":87.97437,"perim_ch_1":67.68681,"shape_bfr_ch_1":0.66979,"shape_lwr_ch_1":1.27987,"shape_p_2_a_ch_1":1.6504,"skew_inten_ch_1":0.46684,"skew_inten_ch_3":0.24776,"skew_inten_ch_4":0.28286,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5484,"total_inten_ch_2":8220,"total_inten_ch_3":4697,"total_inten_ch_4":4752,"var_inten_ch_1":18.37754,"var_inten_ch_3":14.74569,"var_inten_ch_4":16.40185,"width_ch_1":15.59881}
{"case":"Test","class":"WS","angle_ch_1":13.41005,"area_ch_1":486,"avg_inten_ch_1":253.80388,"avg_inten_ch_2":124.41595,"avg_inten_ch_3":5.35776,"avg_inten_ch_4":78.21336,"convex_hull_area_ratio_ch_1":1.04598,"convex_hull_perim_ratio_ch_1":0.95774,"diff_inten_density_ch_1":90.90868,"diff_inten_density_ch_3":8.8242,"diff_inten_density_ch_4":38.39269,"entropy_inten_ch_1":8.08262,"entropy_inten_ch_3":2.64548,"entropy_inten_ch_4":5.4424,"eq_circ_diam_ch_1":24.88475,"eq_ellipse_lwr_ch_1":1.45395,"eq_ellipse_oblate_vol_ch_1":985.76458,"eq_ellipse_prolate_vol_ch_1":677.99085,"eq_sphere_area_ch_1":1945.43311,"eq_sphere_vol_ch_1":8068.6015,"fiber_align_2_ch_3":1.38056,"fiber_align_2_ch_4":1.2111,"fiber_length_ch_1":22.27098,"fiber_width_ch_1":22.27098,"inten_cooc_asm_ch_3":0.35602,"inten_cooc_asm_ch_4":0.12656,"inten_cooc_contrast_ch_3":2.41626,"inten_cooc_contrast_ch_4":3.67055,"inten_cooc_entropy_ch_3":3.15191,"inten_cooc_entropy_ch_4":5.22068,"inten_cooc_max_ch_3":0.59447,"inten_cooc_max_ch_4":0.35068,"kurt_inten_ch_1":-0.8875,"kurt_inten_ch_3":7.28913,"kurt_inten_ch_4":-1.43925,"length_ch_1":32.01383,"neighbor_avg_dist_ch_1":219.0696,"neighbor_min_dist_ch_1":36.18265,"neighbor_var_dist_ch_1":89.33628,"perim_ch_1":89.08391,"shape_bfr_ch_1":0.67294,"shape_lwr_ch_1":1.41805,"shape_p_2_a_ch_1":1.25912,"skew_inten_ch_1":0.46664,"skew_inten_ch_3":2.5665,"skew_inten_ch_4":0.21991,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":117765,"total_inten_ch_2":57266,"total_inten_ch_3":2486,"total_inten_ch_4":36291,"var_inten_ch_1":165.33209,"var_inten_ch_3":10.63993,"var_inten_ch_4":71.92321,"width_ch_1":22.57589}
{"case":"Train","class":"PS","angle_ch_1":121.7076,"area_ch_1":613,"avg_inten_ch_1":80.51282,"avg_inten_ch_2":64.87009,"avg_inten_ch_3":191.10256,"avg_inten_ch_4":74.51624,"convex_hull_area_ratio_ch_1":1.73333,"convex_hull_perim_ratio_ch_1":0.85759,"diff_inten_density_ch_1":73.60624,"diff_inten_density_ch_3":193.49903,"diff_inten_density_ch_4":57.64327,"entropy_inten_ch_1":7.27043,"entropy_inten_ch_3":7.98469,"entropy_inten_ch_4":4.6847,"eq_circ_diam_ch_1":27.94166,"eq_ellipse_lwr_ch_1":8.98345,"eq_ellipse_oblate_vol_ch_1":3468.78231,"eq_ellipse_prolate_vol_ch_1":386.1301,"eq_sphere_area_ch_1":2452.7551,"eq_sphere_vol_ch_1":11422.34031,"fiber_align_2_ch_3":1.91639,"fiber_align_2_ch_4":1.05297,"fiber_length_ch_1":113.1569,"fiber_width_ch_1":5.83577,"inten_cooc_asm_ch_3":0.00505,"inten_cooc_asm_ch_4":0.18271,"inten_cooc_contrast_ch_3":21.40289,"inten_cooc_contrast_ch_4":2.2147,"inten_cooc_entropy_ch_3":7.89122,"inten_cooc_entropy_ch_4":4.3254,"inten_cooc_max_ch_3":0.01429,"inten_cooc_max_ch_4":0.41905,"kurt_inten_ch_1":1.12608,"kurt_inten_ch_3":1.7254,"kurt_inten_ch_4":3.95887,"length_ch_1":97.58339,"neighbor_avg_dist_ch_1":252.57292,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":125.57429,"perim_ch_1":237.98534,"shape_bfr_ch_1":0.38149,"shape_lwr_ch_1":5.9244,"shape_p_2_a_ch_1":6.8251,"skew_inten_ch_1":1.19674,"skew_inten_ch_3":1.39614,"skew_inten_ch_4":2.17498,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":15,"total_inten_ch_1":47100,"total_inten_ch_2":37365,"total_inten_ch_3":111795,"total_inten_ch_4":43592,"var_inten_ch_1":59.62711,"var_inten_ch_3":164.68309,"var_inten_ch_4":135.83747,"width_ch_1":16.47145}
{"case":"Train","class":"PS","angle_ch_1":156.41209,"area_ch_1":1621,"avg_inten_ch_1":423.18358,"avg_inten_ch_2":181.39819,"avg_inten_ch_3":45.33032,"avg_inten_ch_4":81.49386,"convex_hull_area_ratio_ch_1":1.19558,"convex_hull_perim_ratio_ch_1":0.69934,"diff_inten_density_ch_1":130.82415,"diff_inten_density_ch_3":53.19276,"diff_inten_density_ch_4":65.15624,"entropy_inten_ch_1":9.16902,"entropy_inten_ch_3":3.74931,"entropy_inten_ch_4":5.92497,"eq_circ_diam_ch_1":45.43802,"eq_ellipse_lwr_ch_1":1.43931,"eq_ellipse_oblate_vol_ch_1":5970.81714,"eq_ellipse_prolate_vol_ch_1":4148.39662,"eq_sphere_area_ch_1":6486.1746,"eq_sphere_vol_ch_1":49119.81997,"fiber_align_2_ch_3":1.31865,"fiber_align_2_ch_4":1.32874,"fiber_length_ch_1":101.98229,"fiber_width_ch_1":16.26512,"inten_cooc_asm_ch_3":0.32146,"inten_cooc_asm_ch_4":0.11419,"inten_cooc_contrast_ch_3":2.13291,"inten_cooc_contrast_ch_4":4.88568,"inten_cooc_entropy_ch_3":3.44325,"inten_cooc_entropy_ch_4":5.41017,"inten_cooc_max_ch_3":0.56601,"inten_cooc_max_ch_4":0.3304,"kurt_inten_ch_1":-0.61948,"kurt_inten_ch_3":36.78394,"kurt_inten_ch_4":3.01121,"length_ch_1":60.61773,"neighbor_avg_dist_ch_1":203.70931,"neighbor_min_dist_ch_1":33.33282,"neighbor_var_dist_ch_1":82.429,"perim_ch_1":236.49483,"shape_bfr_ch_1":0.57555,"shape_lwr_ch_1":1.30423,"shape_p_2_a_ch_1":2.68317,"skew_inten_ch_1":0.61399,"skew_inten_ch_3":5.30679,"skew_inten_ch_4":1.73018,"spot_fiber_count_ch_3":9,"spot_fiber_count_ch_4":21,"total_inten_ch_1":654665,"total_inten_ch_2":279077,"total_inten_ch_3":70126,"total_inten_ch_4":126071,"var_inten_ch_1":302.9585,"var_inten_ch_3":120.96409,"var_inten_ch_4":110.3662,"width_ch_1":46.4778}
{"case":"Test","class":"WS","angle_ch_1":83.44795,"area_ch_1":225,"avg_inten_ch_1":298.84186,"avg_inten_ch_2":300.80465,"avg_inten_ch_3":106.46512,"avg_inten_ch_4":194.6186,"convex_hull_area_ratio_ch_1":1.01556,"convex_hull_perim_ratio_ch_1":0.98259,"diff_inten_density_ch_1":100.95455,"diff_inten_density_ch_3":65.61111,"diff_inten_density_ch_4":96.62121,"entropy_inten_ch_1":7.20971,"entropy_inten_ch_3":6.08253,"entropy_inten_ch_4":7.10217,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.12602,"eq_ellipse_oblate_vol_ch_1":273.62332,"eq_ellipse_prolate_vol_ch_1":242.9995,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.46292,"fiber_align_2_ch_4":1.5814,"fiber_length_ch_1":14.40609,"fiber_width_ch_1":14.40609,"inten_cooc_asm_ch_3":0.04299,"inten_cooc_asm_ch_4":0.00718,"inten_cooc_contrast_ch_3":5.54866,"inten_cooc_contrast_ch_4":15.99248,"inten_cooc_entropy_ch_3":6.222,"inten_cooc_entropy_ch_4":7.38144,"inten_cooc_max_ch_3":0.19797,"inten_cooc_max_ch_4":0.02513,"kurt_inten_ch_1":-0.37852,"kurt_inten_ch_3":-0.84999,"kurt_inten_ch_4":0.09217,"length_ch_1":18.89232,"neighbor_avg_dist_ch_1":205.82198,"neighbor_min_dist_ch_1":19.04396,"neighbor_var_dist_ch_1":74.32591,"perim_ch_1":57.62437,"shape_bfr_ch_1":0.70272,"shape_lwr_ch_1":1.11296,"shape_p_2_a_ch_1":1.12042,"skew_inten_ch_1":-0.29269,"skew_inten_ch_3":0.59625,"skew_inten_ch_4":0.26668,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":64251,"total_inten_ch_2":64459,"total_inten_ch_3":22890,"total_inten_ch_4":41843,"var_inten_ch_1":116.17198,"var_inten_ch_3":98.03914,"var_inten_ch_4":89.19054,"width_ch_1":16.9749}
{"case":"Test","class":"PS","angle_ch_1":66.78613,"area_ch_1":201,"avg_inten_ch_1":59.48438,"avg_inten_ch_2":254.02604,"avg_inten_ch_3":96.64583,"avg_inten_ch_4":187.78646,"convex_hull_area_ratio_ch_1":1.07046,"convex_hull_perim_ratio_ch_1":0.94244,"diff_inten_density_ch_1":56.67816,"diff_inten_density_ch_3":74.43678,"diff_inten_density_ch_4":125.36782,"entropy_inten_ch_1":6.53071,"entropy_inten_ch_3":5.9863,"entropy_inten_ch_4":6.97293,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":1.6135,"eq_ellipse_oblate_vol_ch_1":276.41285,"eq_ellipse_prolate_vol_ch_1":171.3123,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.35131,"fiber_align_2_ch_4":1.6902,"fiber_length_ch_1":19.44632,"fiber_width_ch_1":10.90158,"inten_cooc_asm_ch_3":0.03296,"inten_cooc_asm_ch_4":0.00947,"inten_cooc_contrast_ch_3":10.43506,"inten_cooc_contrast_ch_4":12.23428,"inten_cooc_entropy_ch_3":6.43129,"inten_cooc_entropy_ch_4":7.1046,"inten_cooc_max_ch_3":0.16279,"inten_cooc_max_ch_4":0.05114,"kurt_inten_ch_1":0.14089,"kurt_inten_ch_3":0.90919,"kurt_inten_ch_4":-1.21518,"length_ch_1":21.64328,"neighbor_avg_dist_ch_1":235.73437,"neighbor_min_dist_ch_1":28.39111,"neighbor_var_dist_ch_1":106.56913,"perim_ch_1":60.6958,"shape_bfr_ch_1":0.62874,"shape_lwr_ch_1":1.46345,"shape_p_2_a_ch_1":1.38286,"skew_inten_ch_1":0.82493,"skew_inten_ch_3":1.03586,"skew_inten_ch_4":0.16504,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":11421,"total_inten_ch_2":48582,"total_inten_ch_3":18556,"total_inten_ch_4":36055,"var_inten_ch_1":41.63669,"var_inten_ch_3":87.80055,"var_inten_ch_4":133.86775,"width_ch_1":14.78918}
{"case":"Train","class":"PS","angle_ch_1":176.23066,"area_ch_1":285,"avg_inten_ch_1":73.23529,"avg_inten_ch_2":229.00368,"avg_inten_ch_3":166.52206,"avg_inten_ch_4":110.94485,"convex_hull_area_ratio_ch_1":1.03644,"convex_hull_perim_ratio_ch_1":0.95351,"diff_inten_density_ch_1":60.56832,"diff_inten_density_ch_3":138.10891,"diff_inten_density_ch_4":85.10693,"entropy_inten_ch_1":6.08403,"entropy_inten_ch_3":5.24744,"entropy_inten_ch_4":6.47825,"eq_circ_diam_ch_1":19.05279,"eq_ellipse_lwr_ch_1":1.47764,"eq_ellipse_oblate_vol_ch_1":446.02459,"eq_ellipse_prolate_vol_ch_1":301.84988,"eq_sphere_area_ch_1":1140.4263,"eq_sphere_vol_ch_1":3621.38461,"fiber_align_2_ch_3":1.63396,"fiber_align_2_ch_4":1.76728,"fiber_length_ch_1":17.00953,"fiber_width_ch_1":17.00953,"inten_cooc_asm_ch_3":0.12046,"inten_cooc_asm_ch_4":0.01818,"inten_cooc_contrast_ch_3":3.9578,"inten_cooc_contrast_ch_4":11.12616,"inten_cooc_entropy_ch_3":5.069,"inten_cooc_entropy_ch_4":6.88542,"inten_cooc_max_ch_3":0.3451,"inten_cooc_max_ch_4":0.13333,"kurt_inten_ch_1":2.23251,"kurt_inten_ch_3":2.79951,"kurt_inten_ch_4":-0.72465,"length_ch_1":22.87892,"neighbor_avg_dist_ch_1":207.84866,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":103.27575,"perim_ch_1":68.03813,"shape_bfr_ch_1":0.7856,"shape_lwr_ch_1":1.44234,"shape_p_2_a_ch_1":1.24957,"skew_inten_ch_1":1.63061,"skew_inten_ch_3":1.8044,"skew_inten_ch_4":0.54053,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":19920,"total_inten_ch_2":62018,"total_inten_ch_3":45294,"total_inten_ch_4":30177,"var_inten_ch_1":91.86285,"var_inten_ch_3":253.90836,"var_inten_ch_4":94.09789,"width_ch_1":15.86236}
{"case":"Train","class":"PS","angle_ch_1":8.56807,"area_ch_1":554,"avg_inten_ch_1":68.63327,"avg_inten_ch_2":316.24953,"avg_inten_ch_3":129.28922,"avg_inten_ch_4":220.78072,"convex_hull_area_ratio_ch_1":1.61661,"convex_hull_perim_ratio_ch_1":0.71808,"diff_inten_density_ch_1":68.53439,"diff_inten_density_ch_3":113.82751,"diff_inten_density_ch_4":173.01693,"entropy_inten_ch_1":7.09975,"entropy_inten_ch_3":6.80912,"entropy_inten_ch_4":6.79255,"eq_circ_diam_ch_1":26.57064,"eq_ellipse_lwr_ch_1":2.76736,"eq_ellipse_oblate_vol_ch_1":1655.53419,"eq_ellipse_prolate_vol_ch_1":598.2352,"eq_sphere_area_ch_1":2217.96145,"eq_sphere_vol_ch_1":9822.11023,"fiber_align_2_ch_3":1.48784,"fiber_align_2_ch_4":1.50041,"fiber_length_ch_1":84.29002,"fiber_width_ch_1":7.03848,"inten_cooc_asm_ch_3":0.03939,"inten_cooc_asm_ch_4":0.03789,"inten_cooc_contrast_ch_3":10.68938,"inten_cooc_contrast_ch_4":9.07538,"inten_cooc_entropy_ch_3":6.60337,"inten_cooc_entropy_ch_4":6.54343,"inten_cooc_max_ch_3":0.19492,"inten_cooc_max_ch_4":0.1797,"kurt_inten_ch_1":2.48924,"kurt_inten_ch_3":1.50888,"kurt_inten_ch_4":-0.44208,"length_ch_1":53.91952,"neighbor_avg_dist_ch_1":252.3733,"neighbor_min_dist_ch_1":22.66299,"neighbor_var_dist_ch_1":135.38423,"perim_ch_1":182.657,"shape_bfr_ch_1":0.39845,"shape_lwr_ch_1":2.08917,"shape_p_2_a_ch_1":4.47513,"skew_inten_ch_1":1.3114,"skew_inten_ch_3":1.12893,"skew_inten_ch_4":0.65373,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":36307,"total_inten_ch_2":166768,"total_inten_ch_3":68394,"total_inten_ch_4":116793,"var_inten_ch_1":54.13172,"var_inten_ch_3":125.14233,"var_inten_ch_4":207.1361,"width_ch_1":25.80904}
{"case":"Train","class":"PS","angle_ch_1":102.33352,"area_ch_1":292,"avg_inten_ch_1":35.37993,"avg_inten_ch_2":198.20789,"avg_inten_ch_3":3.13978,"avg_inten_ch_4":68.28674,"convex_hull_area_ratio_ch_1":1.17607,"convex_hull_perim_ratio_ch_1":0.90954,"diff_inten_density_ch_1":41.40792,"diff_inten_density_ch_3":7.80396,"diff_inten_density_ch_4":40.06931,"entropy_inten_ch_1":6.07107,"entropy_inten_ch_3":2.87085,"entropy_inten_ch_4":5.20731,"eq_circ_diam_ch_1":19.2964,"eq_ellipse_lwr_ch_1":3.47007,"eq_ellipse_oblate_vol_ch_1":710.06315,"eq_ellipse_prolate_vol_ch_1":204.62502,"eq_sphere_area_ch_1":1169.77551,"eq_sphere_vol_ch_1":3762.07631,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.30227,"fiber_length_ch_1":37.19971,"fiber_width_ch_1":8.24185,"inten_cooc_asm_ch_3":0.13241,"inten_cooc_asm_ch_4":0.13492,"inten_cooc_contrast_ch_3":16.77751,"inten_cooc_contrast_ch_4":3.0834,"inten_cooc_entropy_ch_3":4.8438,"inten_cooc_entropy_ch_4":4.95089,"inten_cooc_max_ch_3":0.37143,"inten_cooc_max_ch_4":0.35918,"kurt_inten_ch_1":-0.54324,"kurt_inten_ch_3":1.42855,"kurt_inten_ch_4":0.32097,"length_ch_1":35.97434,"neighbor_avg_dist_ch_1":238.74088,"neighbor_min_dist_ch_1":35.01967,"neighbor_var_dist_ch_1":86.38297,"perim_ch_1":90.88311,"shape_bfr_ch_1":0.61487,"shape_lwr_ch_1":2.72099,"shape_p_2_a_ch_1":2.14383,"skew_inten_ch_1":0.45478,"skew_inten_ch_3":1.47969,"skew_inten_ch_4":1.06806,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":9871,"total_inten_ch_2":55022,"total_inten_ch_3":876,"total_inten_ch_4":19052,"var_inten_ch_1":24.41309,"var_inten_ch_3":4.46474,"var_inten_ch_4":79.26768,"width_ch_1":13.22104}
{"case":"Train","class":"PS","angle_ch_1":179.93932,"area_ch_1":185,"avg_inten_ch_1":61.77401,"avg_inten_ch_2":64.9435,"avg_inten_ch_3":65.44068,"avg_inten_ch_4":147.16949,"convex_hull_area_ratio_ch_1":1.1417,"convex_hull_perim_ratio_ch_1":0.90741,"diff_inten_density_ch_1":53.21587,"diff_inten_density_ch_3":52.92381,"diff_inten_density_ch_4":72.55556,"entropy_inten_ch_1":6.48227,"entropy_inten_ch_3":6.40919,"entropy_inten_ch_4":6.67451,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":2.77194,"eq_ellipse_oblate_vol_ch_1":320.68124,"eq_ellipse_prolate_vol_ch_1":115.68827,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.00487,"fiber_align_2_ch_4":1.45757,"fiber_length_ch_1":27.57774,"fiber_width_ch_1":7.04106,"inten_cooc_asm_ch_3":0.0068,"inten_cooc_asm_ch_4":0.01045,"inten_cooc_contrast_ch_3":17.91671,"inten_cooc_contrast_ch_4":8.6439,"inten_cooc_entropy_ch_3":7.38929,"inten_cooc_entropy_ch_4":6.9859,"inten_cooc_max_ch_3":0.01987,"inten_cooc_max_ch_4":0.05488,"kurt_inten_ch_1":0.06629,"kurt_inten_ch_3":2.76077,"kurt_inten_ch_4":-0.89347,"length_ch_1":24.57684,"neighbor_avg_dist_ch_1":222.70754,"neighbor_min_dist_ch_1":12.45518,"neighbor_var_dist_ch_1":105.54754,"perim_ch_1":69.23759,"shape_bfr_ch_1":0.73625,"shape_lwr_ch_1":2.39698,"shape_p_2_a_ch_1":1.9646,"skew_inten_ch_1":0.72819,"skew_inten_ch_3":1.43918,"skew_inten_ch_4":0.07065,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10934,"total_inten_ch_2":11319,"total_inten_ch_3":11583,"total_inten_ch_4":26049,"var_inten_ch_1":40.8314,"var_inten_ch_3":51.49964,"var_inten_ch_4":94.45188,"width_ch_1":10.25327}
{"case":"Train","class":"PS","angle_ch_1":129.84996,"area_ch_1":416,"avg_inten_ch_1":55.93451,"avg_inten_ch_2":153.39798,"avg_inten_ch_3":126.3199,"avg_inten_ch_4":329.40806,"convex_hull_area_ratio_ch_1":1.4503,"convex_hull_perim_ratio_ch_1":0.77199,"diff_inten_density_ch_1":62.91655,"diff_inten_density_ch_3":110.77469,"diff_inten_density_ch_4":239.40056,"entropy_inten_ch_1":6.76902,"entropy_inten_ch_3":7.22042,"entropy_inten_ch_4":7.15865,"eq_circ_diam_ch_1":23.0181,"eq_ellipse_lwr_ch_1":2.20328,"eq_ellipse_oblate_vol_ch_1":960.37845,"eq_ellipse_prolate_vol_ch_1":435.88529,"eq_sphere_area_ch_1":1664.51927,"eq_sphere_vol_ch_1":6385.6786,"fiber_align_2_ch_3":1.50509,"fiber_align_2_ch_4":1.51107,"fiber_length_ch_1":55.94494,"fiber_width_ch_1":7.82229,"inten_cooc_asm_ch_3":0.01124,"inten_cooc_asm_ch_4":0.02238,"inten_cooc_contrast_ch_3":14.07643,"inten_cooc_contrast_ch_4":10.94729,"inten_cooc_entropy_ch_3":7.37311,"inten_cooc_entropy_ch_4":6.85452,"inten_cooc_max_ch_3":0.08197,"inten_cooc_max_ch_4":0.14208,"kurt_inten_ch_1":1.70259,"kurt_inten_ch_3":2.42085,"kurt_inten_ch_4":1.6023,"length_ch_1":37.48066,"neighbor_avg_dist_ch_1":157.0229,"neighbor_min_dist_ch_1":38.98551,"neighbor_var_dist_ch_1":77.65403,"perim_ch_1":127.53446,"shape_bfr_ch_1":0.51937,"shape_lwr_ch_1":1.75333,"shape_p_2_a_ch_1":2.95766,"skew_inten_ch_1":1.324,"skew_inten_ch_3":1.48759,"skew_inten_ch_4":1.08527,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":22206,"total_inten_ch_2":60503,"total_inten_ch_3":50149,"total_inten_ch_4":130775,"var_inten_ch_1":45.41486,"var_inten_ch_3":117.57538,"var_inten_ch_4":286.60902,"width_ch_1":21.37686}
{"case":"Test","class":"WS","angle_ch_1":10.02128,"area_ch_1":272,"avg_inten_ch_1":193.52692,"avg_inten_ch_2":333.06923,"avg_inten_ch_3":88.54615,"avg_inten_ch_4":332.08077,"convex_hull_area_ratio_ch_1":1.04613,"convex_hull_perim_ratio_ch_1":0.96246,"diff_inten_density_ch_1":85.86013,"diff_inten_density_ch_3":72.21503,"diff_inten_density_ch_4":151.55532,"entropy_inten_ch_1":7.32889,"entropy_inten_ch_3":6.94219,"entropy_inten_ch_4":7.63485,"eq_circ_diam_ch_1":18.62777,"eq_ellipse_lwr_ch_1":2.02592,"eq_ellipse_oblate_vol_ch_1":488.08238,"eq_ellipse_prolate_vol_ch_1":240.91842,"eq_sphere_area_ch_1":1090.11338,"eq_sphere_vol_ch_1":3384.39713,"fiber_align_2_ch_3":1.49952,"fiber_align_2_ch_4":1.33412,"fiber_length_ch_1":23.06191,"fiber_width_ch_1":12.31721,"inten_cooc_asm_ch_3":0.00788,"inten_cooc_asm_ch_4":0.00898,"inten_cooc_contrast_ch_3":9.77206,"inten_cooc_contrast_ch_4":7.24976,"inten_cooc_entropy_ch_3":7.2712,"inten_cooc_entropy_ch_4":7.09587,"inten_cooc_max_ch_3":0.03252,"inten_cooc_max_ch_4":0.03252,"kurt_inten_ch_1":-0.74,"kurt_inten_ch_3":1.9579,"kurt_inten_ch_4":-1.28134,"length_ch_1":28.29006,"neighbor_avg_dist_ch_1":266.68636,"neighbor_min_dist_ch_1":24.6566,"neighbor_var_dist_ch_1":100.95144,"perim_ch_1":70.75824,"shape_bfr_ch_1":0.64971,"shape_lwr_ch_1":1.90797,"shape_p_2_a_ch_1":1.4026,"skew_inten_ch_1":-0.11307,"skew_inten_ch_3":1.45701,"skew_inten_ch_4":-0.04673,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":50317,"total_inten_ch_2":86339,"total_inten_ch_3":23022,"total_inten_ch_4":86341,"var_inten_ch_1":88.43243,"var_inten_ch_3":83.83827,"var_inten_ch_4":215.42264,"width_ch_1":14.82728}
{"case":"Test","class":"PS","angle_ch_1":77.28842,"area_ch_1":429,"avg_inten_ch_1":32.65122,"avg_inten_ch_2":198.8561,"avg_inten_ch_3":57.80244,"avg_inten_ch_4":72.9439,"convex_hull_area_ratio_ch_1":1.23516,"convex_hull_perim_ratio_ch_1":0.82709,"diff_inten_density_ch_1":40.53519,"diff_inten_density_ch_3":42.69456,"diff_inten_density_ch_4":58.96282,"entropy_inten_ch_1":6.07087,"entropy_inten_ch_3":6.64231,"entropy_inten_ch_4":5.73028,"eq_circ_diam_ch_1":23.39194,"eq_ellipse_lwr_ch_1":2.0866,"eq_ellipse_oblate_vol_ch_1":980.88178,"eq_ellipse_prolate_vol_ch_1":470.08674,"eq_sphere_area_ch_1":1719.02494,"eq_sphere_vol_ch_1":6701.88669,"fiber_align_2_ch_3":1.46327,"fiber_align_2_ch_4":1.76918,"fiber_length_ch_1":46.4935,"fiber_width_ch_1":9.68298,"inten_cooc_asm_ch_3":0.00813,"inten_cooc_asm_ch_4":0.07967,"inten_cooc_contrast_ch_3":12.40324,"inten_cooc_contrast_ch_4":7.11775,"inten_cooc_entropy_ch_3":7.386,"inten_cooc_entropy_ch_4":5.84629,"inten_cooc_max_ch_3":0.04724,"inten_cooc_max_ch_4":0.27297,"kurt_inten_ch_1":-0.1571,"kurt_inten_ch_3":1.38738,"kurt_inten_ch_4":-0.15425,"length_ch_1":37.08019,"neighbor_avg_dist_ch_1":245.77268,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":127.91379,"perim_ch_1":112.35298,"shape_bfr_ch_1":0.52677,"shape_lwr_ch_1":1.68532,"shape_p_2_a_ch_1":2.23129,"skew_inten_ch_1":0.48759,"skew_inten_ch_3":1.06956,"skew_inten_ch_4":0.85426,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":13,"total_inten_ch_1":13387,"total_inten_ch_2":81122,"total_inten_ch_3":23699,"total_inten_ch_4":29907,"var_inten_ch_1":21.32016,"var_inten_ch_3":44.83463,"var_inten_ch_4":75.85801,"width_ch_1":22.00186}
{"case":"Train","class":"PS","angle_ch_1":114.99042,"area_ch_1":290,"avg_inten_ch_1":56.3574,"avg_inten_ch_2":36.76173,"avg_inten_ch_3":84.31769,"avg_inten_ch_4":90.62455,"convex_hull_area_ratio_ch_1":1.22945,"convex_hull_perim_ratio_ch_1":0.907,"diff_inten_density_ch_1":55.08835,"diff_inten_density_ch_3":82.90361,"diff_inten_density_ch_4":47.93574,"entropy_inten_ch_1":6.66857,"entropy_inten_ch_3":5.37131,"entropy_inten_ch_4":6.15728,"eq_circ_diam_ch_1":19.22711,"eq_ellipse_lwr_ch_1":3.8297,"eq_ellipse_oblate_vol_ch_1":737.94407,"eq_ellipse_prolate_vol_ch_1":192.6899,"eq_sphere_area_ch_1":1161.39002,"eq_sphere_vol_ch_1":3721.69646,"fiber_align_2_ch_3":1.71971,"fiber_align_2_ch_4":1.7068,"fiber_length_ch_1":40.84362,"fiber_width_ch_1":7.49371,"inten_cooc_asm_ch_3":0.08078,"inten_cooc_asm_ch_4":0.02806,"inten_cooc_contrast_ch_3":3.94413,"inten_cooc_contrast_ch_4":5.57064,"inten_cooc_entropy_ch_3":5.55141,"inten_cooc_entropy_ch_4":6.50333,"inten_cooc_max_ch_3":0.28235,"inten_cooc_max_ch_4":0.14902,"kurt_inten_ch_1":1.59584,"kurt_inten_ch_3":1.54473,"kurt_inten_ch_4":-1.30763,"length_ch_1":38.47101,"neighbor_avg_dist_ch_1":221.28805,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":113.18068,"perim_ch_1":96.67465,"shape_bfr_ch_1":0.58376,"shape_lwr_ch_1":2.97567,"shape_p_2_a_ch_1":2.42992,"skew_inten_ch_1":1.34164,"skew_inten_ch_3":1.60998,"skew_inten_ch_4":0.17988,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":15611,"total_inten_ch_2":9907,"total_inten_ch_3":23356,"total_inten_ch_4":25103,"var_inten_ch_1":46.58022,"var_inten_ch_3":125.49204,"var_inten_ch_4":72.61358,"width_ch_1":12.92852}
{"case":"Test","class":"WS","angle_ch_1":19.51439,"area_ch_1":218,"avg_inten_ch_1":53.30288,"avg_inten_ch_2":300.59615,"avg_inten_ch_3":60.29327,"avg_inten_ch_4":128.65385,"convex_hull_area_ratio_ch_1":1.10629,"convex_hull_perim_ratio_ch_1":0.9419,"diff_inten_density_ch_1":55.37566,"diff_inten_density_ch_3":56.8254,"diff_inten_density_ch_4":118.16931,"entropy_inten_ch_1":6.32967,"entropy_inten_ch_3":5.22007,"entropy_inten_ch_4":4.71523,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":1.24312,"eq_ellipse_oblate_vol_ch_1":273.57247,"eq_ellipse_prolate_vol_ch_1":220.06993,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.72575,"fiber_align_2_ch_4":1.59828,"fiber_length_ch_1":21.36215,"fiber_width_ch_1":10.7335,"inten_cooc_asm_ch_3":0.10018,"inten_cooc_asm_ch_4":0.1539,"inten_cooc_contrast_ch_3":6.33252,"inten_cooc_contrast_ch_4":3.70555,"inten_cooc_entropy_ch_3":5.46385,"inten_cooc_entropy_ch_4":4.7218,"inten_cooc_max_ch_3":0.31414,"inten_cooc_max_ch_4":0.39791,"kurt_inten_ch_1":1.6006,"kurt_inten_ch_3":1.59961,"kurt_inten_ch_4":1.09676,"length_ch_1":22.37796,"neighbor_avg_dist_ch_1":270.3372,"neighbor_min_dist_ch_1":17.88006,"neighbor_var_dist_ch_1":121.9565,"perim_ch_1":64.19131,"shape_bfr_ch_1":0.57755,"shape_lwr_ch_1":1.32658,"shape_p_2_a_ch_1":1.43006,"skew_inten_ch_1":0.67839,"skew_inten_ch_3":1.35558,"skew_inten_ch_4":1.43898,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":11087,"total_inten_ch_2":62317,"total_inten_ch_3":12541,"total_inten_ch_4":26760,"var_inten_ch_1":29.17865,"var_inten_ch_3":71.69873,"var_inten_ch_4":177.3657,"width_ch_1":16.86897}
{"case":"Test","class":"PS","angle_ch_1":44.71255,"area_ch_1":158,"avg_inten_ch_1":100.4702,"avg_inten_ch_2":139.68212,"avg_inten_ch_3":220.29139,"avg_inten_ch_4":123.25828,"convex_hull_area_ratio_ch_1":1.18405,"convex_hull_perim_ratio_ch_1":0.94223,"diff_inten_density_ch_1":83.65909,"diff_inten_density_ch_3":163.77273,"diff_inten_density_ch_4":113.2197,"entropy_inten_ch_1":6.5255,"entropy_inten_ch_3":6.91053,"entropy_inten_ch_4":5.3653,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":3.07094,"eq_ellipse_oblate_vol_ch_1":265.96395,"eq_ellipse_prolate_vol_ch_1":86.60664,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.78873,"fiber_align_2_ch_4":1.33943,"fiber_length_ch_1":24.82584,"fiber_width_ch_1":6.88212,"inten_cooc_asm_ch_3":0.00792,"inten_cooc_asm_ch_4":0.04211,"inten_cooc_contrast_ch_3":13.48864,"inten_cooc_contrast_ch_4":9.35227,"inten_cooc_entropy_ch_3":7.18232,"inten_cooc_entropy_ch_4":6.0164,"inten_cooc_max_ch_3":0.02273,"inten_cooc_max_ch_4":0.18939,"kurt_inten_ch_1":0.74447,"kurt_inten_ch_3":0.48181,"kurt_inten_ch_4":0.59827,"length_ch_1":24.62827,"neighbor_avg_dist_ch_1":200.67278,"neighbor_min_dist_ch_1":36.9849,"neighbor_var_dist_ch_1":92.84179,"perim_ch_1":63.41591,"shape_bfr_ch_1":0.63048,"shape_lwr_ch_1":2.41615,"shape_p_2_a_ch_1":1.87309,"skew_inten_ch_1":1.06274,"skew_inten_ch_3":0.99199,"skew_inten_ch_4":1.12846,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":15171,"total_inten_ch_2":20942,"total_inten_ch_3":33264,"total_inten_ch_4":18612,"var_inten_ch_1":68.47563,"var_inten_ch_3":152.99922,"var_inten_ch_4":134.80859,"width_ch_1":10.19318}
{"case":"Test","class":"PS","angle_ch_1":100.98602,"area_ch_1":201,"avg_inten_ch_1":145.40625,"avg_inten_ch_2":170.43229,"avg_inten_ch_3":240.79688,"avg_inten_ch_4":120.42188,"convex_hull_area_ratio_ch_1":1.23153,"convex_hull_perim_ratio_ch_1":0.90294,"diff_inten_density_ch_1":73.95549,"diff_inten_density_ch_3":162.92878,"diff_inten_density_ch_4":106.37685,"entropy_inten_ch_1":6.98963,"entropy_inten_ch_3":6.77874,"entropy_inten_ch_4":4.8461,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":4.18015,"eq_ellipse_oblate_vol_ch_1":444.90733,"eq_ellipse_prolate_vol_ch_1":106.43323,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.04184,"fiber_align_2_ch_4":1.33608,"fiber_length_ch_1":35.53383,"fiber_width_ch_1":5.98815,"inten_cooc_asm_ch_3":0.01837,"inten_cooc_asm_ch_4":0.1147,"inten_cooc_contrast_ch_3":6.98639,"inten_cooc_contrast_ch_4":2.80613,"inten_cooc_entropy_ch_3":6.64338,"inten_cooc_entropy_ch_4":4.96483,"inten_cooc_max_ch_3":0.10169,"inten_cooc_max_ch_4":0.33898,"kurt_inten_ch_1":-0.464,"kurt_inten_ch_3":1.09207,"kurt_inten_ch_4":10.91302,"length_ch_1":33.72236,"neighbor_avg_dist_ch_1":314.18366,"neighbor_min_dist_ch_1":15.11637,"neighbor_var_dist_ch_1":138.16694,"perim_ch_1":83.04395,"shape_bfr_ch_1":0.58249,"shape_lwr_ch_1":3.29141,"shape_p_2_a_ch_1":2.57911,"skew_inten_ch_1":0.6558,"skew_inten_ch_3":1.23629,"skew_inten_ch_4":3.09541,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":27918,"total_inten_ch_2":32532,"total_inten_ch_3":46233,"total_inten_ch_4":23121,"var_inten_ch_1":85.98384,"var_inten_ch_3":232.27484,"var_inten_ch_4":219.56615,"width_ch_1":10.24558}
{"case":"Train","class":"PS","angle_ch_1":88.0919,"area_ch_1":177,"avg_inten_ch_1":31.57988,"avg_inten_ch_2":1.97041,"avg_inten_ch_3":65.18343,"avg_inten_ch_4":17.17751,"convex_hull_area_ratio_ch_1":1.38056,"convex_hull_perim_ratio_ch_1":0.8947,"diff_inten_density_ch_1":38.16151,"diff_inten_density_ch_3":48.23024,"diff_inten_density_ch_4":16.91753,"entropy_inten_ch_1":5.83413,"entropy_inten_ch_3":6.40284,"entropy_inten_ch_4":3.32688,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":4.09123,"eq_ellipse_oblate_vol_ch_1":363.47826,"eq_ellipse_prolate_vol_ch_1":88.84332,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.46708,"fiber_align_2_ch_4":1.12037,"fiber_length_ch_1":35.48034,"fiber_width_ch_1":5.31769,"inten_cooc_asm_ch_3":0.0083,"inten_cooc_asm_ch_4":0.26232,"inten_cooc_contrast_ch_3":21.35323,"inten_cooc_contrast_ch_4":2.21462,"inten_cooc_entropy_ch_3":7.13192,"inten_cooc_entropy_ch_4":3.60906,"inten_cooc_max_ch_3":0.02597,"inten_cooc_max_ch_4":0.52597,"kurt_inten_ch_1":6.05083,"kurt_inten_ch_3":4.96335,"kurt_inten_ch_4":4.14483,"length_ch_1":31.89094,"neighbor_avg_dist_ch_1":213.76193,"neighbor_min_dist_ch_1":22.54707,"neighbor_var_dist_ch_1":96.92816,"perim_ch_1":81.59607,"shape_bfr_ch_1":0.51375,"shape_lwr_ch_1":2.94961,"shape_p_2_a_ch_1":2.80812,"skew_inten_ch_1":1.7392,"skew_inten_ch_3":1.49896,"skew_inten_ch_4":2.09388,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5337,"total_inten_ch_2":165,"total_inten_ch_3":11016,"total_inten_ch_4":2903,"var_inten_ch_1":23.38122,"var_inten_ch_3":40.82256,"var_inten_ch_4":29.75866,"width_ch_1":10.81194}
{"case":"Test","class":"PS","angle_ch_1":126.61382,"area_ch_1":155,"avg_inten_ch_1":152.06081,"avg_inten_ch_2":312.53378,"avg_inten_ch_3":85.82432,"avg_inten_ch_4":295.73649,"convex_hull_area_ratio_ch_1":1.02236,"convex_hull_perim_ratio_ch_1":0.98518,"diff_inten_density_ch_1":62.40075,"diff_inten_density_ch_3":69.56929,"diff_inten_density_ch_4":164.43071,"entropy_inten_ch_1":6.27497,"entropy_inten_ch_3":5.81603,"entropy_inten_ch_4":6.78365,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":1.46861,"eq_ellipse_oblate_vol_ch_1":178.47062,"eq_ellipse_prolate_vol_ch_1":121.52385,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1.30293,"fiber_align_2_ch_4":1.49215,"fiber_length_ch_1":12.29637,"fiber_width_ch_1":12.29637,"inten_cooc_asm_ch_3":0.03619,"inten_cooc_asm_ch_4":0.00882,"inten_cooc_contrast_ch_3":7.1407,"inten_cooc_contrast_ch_4":9.08717,"inten_cooc_entropy_ch_3":6.18596,"inten_cooc_entropy_ch_4":6.99147,"inten_cooc_max_ch_3":0.17293,"inten_cooc_max_ch_4":0.02985,"kurt_inten_ch_1":1.28892,"kurt_inten_ch_3":1.54889,"kurt_inten_ch_4":-0.90181,"length_ch_1":17.82234,"neighbor_avg_dist_ch_1":297.56726,"neighbor_min_dist_ch_1":11.67322,"neighbor_var_dist_ch_1":138.30614,"perim_ch_1":49.18548,"shape_bfr_ch_1":0.70744,"shape_lwr_ch_1":1.44851,"shape_p_2_a_ch_1":1.17357,"skew_inten_ch_1":-1.02327,"skew_inten_ch_3":1.3096,"skew_inten_ch_4":-0.05306,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":22505,"total_inten_ch_2":46108,"total_inten_ch_3":12702,"total_inten_ch_4":43769,"var_inten_ch_1":43.04134,"var_inten_ch_3":93.53946,"var_inten_ch_4":183.41613,"width_ch_1":12.30389}
{"case":"Test","class":"WS","angle_ch_1":177.66733,"area_ch_1":183,"avg_inten_ch_1":163.71429,"avg_inten_ch_2":670.85714,"avg_inten_ch_3":291.28571,"avg_inten_ch_4":372.41143,"convex_hull_area_ratio_ch_1":1.06812,"convex_hull_perim_ratio_ch_1":0.96118,"diff_inten_density_ch_1":84.85535,"diff_inten_density_ch_3":141.15723,"diff_inten_density_ch_4":184.7673,"entropy_inten_ch_1":6.84527,"entropy_inten_ch_3":7.17484,"entropy_inten_ch_4":6.57712,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":1.37839,"eq_ellipse_oblate_vol_ch_1":222.31286,"eq_ellipse_prolate_vol_ch_1":161.28451,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.02735,"fiber_align_2_ch_4":1.05377,"fiber_length_ch_1":13.83208,"fiber_width_ch_1":13.83208,"inten_cooc_asm_ch_3":0.00771,"inten_cooc_asm_ch_4":0.01397,"inten_cooc_contrast_ch_3":18.2981,"inten_cooc_contrast_ch_4":15.95175,"inten_cooc_entropy_ch_3":7.25224,"inten_cooc_entropy_ch_4":6.87587,"inten_cooc_max_ch_3":0.02548,"inten_cooc_max_ch_4":0.0828,"kurt_inten_ch_1":-0.65194,"kurt_inten_ch_3":-0.11913,"kurt_inten_ch_4":-0.85865,"length_ch_1":18.66332,"neighbor_avg_dist_ch_1":190.34428,"neighbor_min_dist_ch_1":30.31929,"neighbor_var_dist_ch_1":87.48918,"perim_ch_1":55.32834,"shape_bfr_ch_1":0.68034,"shape_lwr_ch_1":1.2919,"shape_p_2_a_ch_1":1.26651,"skew_inten_ch_1":0.09053,"skew_inten_ch_3":0.60448,"skew_inten_ch_4":-0.52283,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":28650,"total_inten_ch_2":117226,"total_inten_ch_3":50975,"total_inten_ch_4":65172,"var_inten_ch_1":77.78027,"var_inten_ch_3":136.55742,"var_inten_ch_4":219.6,"width_ch_1":14.44647}
{"case":"Test","class":"PS","angle_ch_1":40.34951,"area_ch_1":320,"avg_inten_ch_1":18.81699,"avg_inten_ch_2":103.27124,"avg_inten_ch_3":25.20261,"avg_inten_ch_4":77.97712,"convex_hull_area_ratio_ch_1":1.35321,"convex_hull_perim_ratio_ch_1":0.76845,"diff_inten_density_ch_1":36.86789,"diff_inten_density_ch_3":22.88991,"diff_inten_density_ch_4":46.33211,"entropy_inten_ch_1":5.39717,"entropy_inten_ch_3":5.54957,"entropy_inten_ch_4":5.81694,"eq_circ_diam_ch_1":20.20854,"eq_ellipse_lwr_ch_1":1.08583,"eq_ellipse_oblate_vol_ch_1":456.23008,"eq_ellipse_prolate_vol_ch_1":420.16848,"eq_sphere_area_ch_1":1282.97959,"eq_sphere_vol_ch_1":4321.19073,"fiber_align_2_ch_3":1.48164,"fiber_align_2_ch_4":1.19141,"fiber_length_ch_1":47.30768,"fiber_width_ch_1":7.24527,"inten_cooc_asm_ch_3":0.0199,"inten_cooc_asm_ch_4":0.0551,"inten_cooc_contrast_ch_3":13.43556,"inten_cooc_contrast_ch_4":4.05286,"inten_cooc_entropy_ch_3":6.86384,"inten_cooc_entropy_ch_4":5.96298,"inten_cooc_max_ch_3":0.12963,"inten_cooc_max_ch_4":0.22545,"kurt_inten_ch_1":0.32807,"kurt_inten_ch_3":0.82136,"kurt_inten_ch_4":-1.10057,"length_ch_1":26.32831,"neighbor_avg_dist_ch_1":242.67056,"neighbor_min_dist_ch_1":40.39834,"neighbor_var_dist_ch_1":128.64387,"perim_ch_1":109.10589,"shape_bfr_ch_1":0.46405,"shape_lwr_ch_1":1.00289,"shape_p_2_a_ch_1":2.76374,"skew_inten_ch_1":0.91305,"skew_inten_ch_3":0.9724,"skew_inten_ch_4":0.51701,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":5758,"total_inten_ch_2":31296,"total_inten_ch_3":7712,"total_inten_ch_4":23861,"var_inten_ch_1":16.07049,"var_inten_ch_3":22.08728,"var_inten_ch_4":77.1535,"width_ch_1":26.2524}
{"case":"Test","class":"PS","angle_ch_1":85.75016,"area_ch_1":668,"avg_inten_ch_1":37.75078,"avg_inten_ch_2":227.04702,"avg_inten_ch_3":58.96395,"avg_inten_ch_4":212.17555,"convex_hull_area_ratio_ch_1":1.18745,"convex_hull_perim_ratio_ch_1":0.88248,"diff_inten_density_ch_1":45.77398,"diff_inten_density_ch_3":47.69725,"diff_inten_density_ch_4":165.83903,"entropy_inten_ch_1":6.36209,"entropy_inten_ch_3":6.22372,"entropy_inten_ch_4":7.75041,"eq_circ_diam_ch_1":29.17995,"eq_ellipse_lwr_ch_1":2.20128,"eq_ellipse_oblate_vol_ch_1":1955.64391,"eq_ellipse_prolate_vol_ch_1":888.41392,"eq_sphere_area_ch_1":2674.97052,"eq_sphere_vol_ch_1":13009.25162,"fiber_align_2_ch_3":1.46119,"fiber_align_2_ch_4":1.51086,"fiber_length_ch_1":49.1982,"fiber_width_ch_1":14.0935,"inten_cooc_asm_ch_3":0.04849,"inten_cooc_asm_ch_4":0.00999,"inten_cooc_contrast_ch_3":8.552,"inten_cooc_contrast_ch_4":12.85329,"inten_cooc_entropy_ch_3":6.49727,"inten_cooc_entropy_ch_4":7.45675,"inten_cooc_max_ch_3":0.20973,"inten_cooc_max_ch_4":0.07297,"kurt_inten_ch_1":1.5053,"kurt_inten_ch_3":4.13329,"kurt_inten_ch_4":0.47073,"length_ch_1":42.61947,"neighbor_avg_dist_ch_1":253.37454,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":138.27699,"perim_ch_1":126.58341,"shape_bfr_ch_1":0.67675,"shape_lwr_ch_1":1.83816,"shape_p_2_a_ch_1":1.83896,"skew_inten_ch_1":1.16598,"skew_inten_ch_3":1.75531,"skew_inten_ch_4":0.97381,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":24085,"total_inten_ch_2":144219,"total_inten_ch_3":37619,"total_inten_ch_4":135368,"var_inten_ch_1":31.44257,"var_inten_ch_3":63.83664,"var_inten_ch_4":184.14579,"width_ch_1":23.1859}
{"case":"Test","class":"WS","angle_ch_1":116.38952,"area_ch_1":205,"avg_inten_ch_1":124.94388,"avg_inten_ch_2":143.57143,"avg_inten_ch_3":44.79592,"avg_inten_ch_4":2.70918,"convex_hull_area_ratio_ch_1":1.05481,"convex_hull_perim_ratio_ch_1":0.94459,"diff_inten_density_ch_1":88.44693,"diff_inten_density_ch_3":63.36872,"diff_inten_density_ch_4":5.21788,"entropy_inten_ch_1":6.89201,"entropy_inten_ch_3":2.27243,"entropy_inten_ch_4":1.04231,"eq_circ_diam_ch_1":16.17343,"eq_ellipse_lwr_ch_1":1.16541,"eq_ellipse_oblate_vol_ch_1":242.29532,"eq_ellipse_prolate_vol_ch_1":207.90565,"eq_sphere_area_ch_1":821.77778,"eq_sphere_vol_ch_1":2215.16154,"fiber_align_2_ch_3":1.33823,"fiber_align_2_ch_4":1.45346,"fiber_length_ch_1":14.45001,"fiber_width_ch_1":14.45001,"inten_cooc_asm_ch_3":0.45491,"inten_cooc_asm_ch_4":0.73792,"inten_cooc_contrast_ch_3":0.76536,"inten_cooc_contrast_ch_4":0.22905,"inten_cooc_entropy_ch_3":2.42151,"inten_cooc_entropy_ch_4":1.05004,"inten_cooc_max_ch_3":0.67039,"inten_cooc_max_ch_4":0.86034,"kurt_inten_ch_1":7.35225,"kurt_inten_ch_3":16.80772,"kurt_inten_ch_4":29.32867,"length_ch_1":18.77644,"neighbor_avg_dist_ch_1":262.55807,"neighbor_min_dist_ch_1":13.92532,"neighbor_var_dist_ch_1":119.39614,"perim_ch_1":57.80003,"shape_bfr_ch_1":0.68278,"shape_lwr_ch_1":1.17169,"shape_p_2_a_ch_1":1.23573,"skew_inten_ch_1":2.33946,"skew_inten_ch_3":4.0004,"skew_inten_ch_4":5.18906,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":24489,"total_inten_ch_2":27945,"total_inten_ch_3":8780,"total_inten_ch_4":531,"var_inten_ch_1":95.88871,"var_inten_ch_3":130.73278,"var_inten_ch_4":10.47164,"width_ch_1":16.02508}
{"case":"Train","class":"PS","angle_ch_1":128.23189,"area_ch_1":183,"avg_inten_ch_1":71.53143,"avg_inten_ch_2":82.88,"avg_inten_ch_3":100.92571,"avg_inten_ch_4":193.81714,"convex_hull_area_ratio_ch_1":1.15013,"convex_hull_perim_ratio_ch_1":0.91793,"diff_inten_density_ch_1":57.49201,"diff_inten_density_ch_3":68.79553,"diff_inten_density_ch_4":115.78594,"entropy_inten_ch_1":6.57379,"entropy_inten_ch_3":6.45695,"entropy_inten_ch_4":6.44052,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":1.57182,"eq_ellipse_oblate_vol_ch_1":237.39975,"eq_ellipse_prolate_vol_ch_1":151.03479,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.69758,"fiber_align_2_ch_4":1.53168,"fiber_length_ch_1":22.16401,"fiber_width_ch_1":8.82001,"inten_cooc_asm_ch_3":0.01186,"inten_cooc_asm_ch_4":0.01539,"inten_cooc_contrast_ch_3":12.39899,"inten_cooc_contrast_ch_4":7.89321,"inten_cooc_entropy_ch_3":6.97376,"inten_cooc_entropy_ch_4":6.77997,"inten_cooc_max_ch_3":0.0641,"inten_cooc_max_ch_4":0.10828,"kurt_inten_ch_1":-0.62343,"kurt_inten_ch_3":0.70379,"kurt_inten_ch_4":-0.94221,"length_ch_1":20.93335,"neighbor_avg_dist_ch_1":242.73916,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":118.27272,"perim_ch_1":61.96803,"shape_bfr_ch_1":0.60231,"shape_lwr_ch_1":1.43886,"shape_p_2_a_ch_1":1.56317,"skew_inten_ch_1":0.49528,"skew_inten_ch_3":0.85764,"skew_inten_ch_4":0.30018,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":12518,"total_inten_ch_2":14330,"total_inten_ch_3":17662,"total_inten_ch_4":33918,"var_inten_ch_1":47.52681,"var_inten_ch_3":76.66774,"var_inten_ch_4":149.86981,"width_ch_1":14.54859}
{"case":"Train","class":"PS","angle_ch_1":10.64511,"area_ch_1":180,"avg_inten_ch_1":141.98256,"avg_inten_ch_2":262.07558,"avg_inten_ch_3":202.39535,"avg_inten_ch_4":490.93023,"convex_hull_area_ratio_ch_1":1.10041,"convex_hull_perim_ratio_ch_1":0.93762,"diff_inten_density_ch_1":107.75484,"diff_inten_density_ch_3":183.05161,"diff_inten_density_ch_4":212.23871,"entropy_inten_ch_1":6.91726,"entropy_inten_ch_3":6.06429,"entropy_inten_ch_4":6.98133,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":1.33052,"eq_ellipse_oblate_vol_ch_1":212.82573,"eq_ellipse_prolate_vol_ch_1":159.95739,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.63286,"fiber_align_2_ch_4":1.53497,"fiber_length_ch_1":18.03964,"fiber_width_ch_1":10.56051,"inten_cooc_asm_ch_3":0.03307,"inten_cooc_asm_ch_4":0.00815,"inten_cooc_contrast_ch_3":8.83109,"inten_cooc_contrast_ch_4":13.06423,"inten_cooc_entropy_ch_3":6.27961,"inten_cooc_entropy_ch_4":7.18949,"inten_cooc_max_ch_3":0.16026,"inten_cooc_max_ch_4":0.03247,"kurt_inten_ch_1":0.78634,"kurt_inten_ch_3":0.90863,"kurt_inten_ch_4":-0.31177,"length_ch_1":18.23997,"neighbor_avg_dist_ch_1":271.47793,"neighbor_min_dist_ch_1":20.47619,"neighbor_var_dist_ch_1":121.91401,"perim_ch_1":57.2003,"shape_bfr_ch_1":0.66864,"shape_lwr_ch_1":1.23388,"shape_p_2_a_ch_1":1.36669,"skew_inten_ch_1":1.16113,"skew_inten_ch_3":1.31164,"skew_inten_ch_4":-0.51731,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":24421,"total_inten_ch_2":44906,"total_inten_ch_3":34812,"total_inten_ch_4":84440,"var_inten_ch_1":103.35919,"var_inten_ch_3":224.19633,"var_inten_ch_4":235.9054,"width_ch_1":14.78258}
{"case":"Test","class":"WS","angle_ch_1":149.82369,"area_ch_1":317,"avg_inten_ch_1":33.36964,"avg_inten_ch_2":192.85149,"avg_inten_ch_3":14.93399,"avg_inten_ch_4":108.27063,"convex_hull_area_ratio_ch_1":1.07922,"convex_hull_perim_ratio_ch_1":0.90675,"diff_inten_density_ch_1":42.86355,"diff_inten_density_ch_3":15.35548,"diff_inten_density_ch_4":64.04129,"entropy_inten_ch_1":6.07407,"entropy_inten_ch_3":4.42394,"entropy_inten_ch_4":6.66402,"eq_circ_diam_ch_1":20.10923,"eq_ellipse_lwr_ch_1":1.64301,"eq_ellipse_oblate_vol_ch_1":552.97476,"eq_ellipse_prolate_vol_ch_1":336.56246,"eq_sphere_area_ch_1":1270.40136,"eq_sphere_vol_ch_1":4257.79981,"fiber_align_2_ch_3":1.36992,"fiber_align_2_ch_4":1.56847,"fiber_length_ch_1":27.47404,"fiber_width_ch_1":12.16091,"inten_cooc_asm_ch_3":0.08341,"inten_cooc_asm_ch_4":0.02352,"inten_cooc_contrast_ch_3":9.93705,"inten_cooc_contrast_ch_4":5.65895,"inten_cooc_entropy_ch_3":5.70694,"inten_cooc_entropy_ch_4":6.59425,"inten_cooc_max_ch_3":0.28159,"inten_cooc_max_ch_4":0.12857,"kurt_inten_ch_1":-0.22506,"kurt_inten_ch_3":-0.63077,"kurt_inten_ch_4":-0.41018,"length_ch_1":27.78758,"neighbor_avg_dist_ch_1":275.46371,"neighbor_min_dist_ch_1":22.05353,"neighbor_var_dist_ch_1":121.70489,"perim_ch_1":79.26989,"shape_bfr_ch_1":0.62252,"shape_lwr_ch_1":1.51347,"shape_p_2_a_ch_1":1.49663,"skew_inten_ch_1":0.41193,"skew_inten_ch_3":0.71915,"skew_inten_ch_4":0.70703,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":10111,"total_inten_ch_2":58132,"total_inten_ch_3":4525,"total_inten_ch_4":32806,"var_inten_ch_1":20.86105,"var_inten_ch_3":15.78367,"var_inten_ch_4":94.0571,"width_ch_1":18.36014}
{"case":"Test","class":"WS","angle_ch_1":172.18265,"area_ch_1":329,"avg_inten_ch_1":41.41083,"avg_inten_ch_2":178.40446,"avg_inten_ch_3":29.05732,"avg_inten_ch_4":76.0828,"convex_hull_area_ratio_ch_1":1.12945,"convex_hull_perim_ratio_ch_1":0.87712,"diff_inten_density_ch_1":44.93043,"diff_inten_density_ch_3":22.36696,"diff_inten_density_ch_4":50.76348,"entropy_inten_ch_1":6.18812,"entropy_inten_ch_3":4.62851,"entropy_inten_ch_4":5.72387,"eq_circ_diam_ch_1":20.471,"eq_ellipse_lwr_ch_1":1.43878,"eq_ellipse_oblate_vol_ch_1":545.8998,"eq_ellipse_prolate_vol_ch_1":379.41903,"eq_sphere_area_ch_1":1316.52154,"eq_sphere_vol_ch_1":4491.75198,"fiber_align_2_ch_3":1.54066,"fiber_align_2_ch_4":1.24442,"fiber_length_ch_1":32.91269,"fiber_width_ch_1":10.51763,"inten_cooc_asm_ch_3":0.1405,"inten_cooc_asm_ch_4":0.06271,"inten_cooc_contrast_ch_3":3.82653,"inten_cooc_contrast_ch_4":5.71793,"inten_cooc_entropy_ch_3":4.98179,"inten_cooc_entropy_ch_4":5.92875,"inten_cooc_max_ch_3":0.37102,"inten_cooc_max_ch_4":0.24658,"kurt_inten_ch_1":0.21009,"kurt_inten_ch_3":1.12482,"kurt_inten_ch_4":-0.90855,"length_ch_1":29.09653,"neighbor_avg_dist_ch_1":264.84309,"neighbor_min_dist_ch_1":21.76649,"neighbor_var_dist_ch_1":125.80607,"perim_ch_1":86.86064,"shape_bfr_ch_1":0.55761,"shape_lwr_ch_1":1.43432,"shape_p_2_a_ch_1":1.73441,"skew_inten_ch_1":0.44473,"skew_inten_ch_3":1.30491,"skew_inten_ch_4":0.50697,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":13003,"total_inten_ch_2":55706,"total_inten_ch_3":9124,"total_inten_ch_4":23890,"var_inten_ch_1":23.50105,"var_inten_ch_3":36.79868,"var_inten_ch_4":72.13756,"width_ch_1":20.2859}
{"case":"Train","class":"WS","angle_ch_1":171.09819,"area_ch_1":212,"avg_inten_ch_1":77.31527,"avg_inten_ch_2":129.08867,"avg_inten_ch_3":33.20197,"avg_inten_ch_4":99.70443,"convex_hull_area_ratio_ch_1":1.19109,"convex_hull_perim_ratio_ch_1":0.89836,"diff_inten_density_ch_1":58.35537,"diff_inten_density_ch_3":29.69972,"diff_inten_density_ch_4":73.43526,"entropy_inten_ch_1":6.70687,"entropy_inten_ch_3":4.31474,"entropy_inten_ch_4":5.47904,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":2.09788,"eq_ellipse_oblate_vol_ch_1":342.6543,"eq_ellipse_prolate_vol_ch_1":163.33341,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.47424,"fiber_align_2_ch_4":1.77686,"fiber_length_ch_1":29.11268,"fiber_width_ch_1":7.67795,"inten_cooc_asm_ch_3":0.13903,"inten_cooc_asm_ch_4":0.07169,"inten_cooc_contrast_ch_3":3.32921,"inten_cooc_contrast_ch_4":6.12249,"inten_cooc_entropy_ch_3":4.58612,"inten_cooc_entropy_ch_4":5.67054,"inten_cooc_max_ch_3":0.36364,"inten_cooc_max_ch_4":0.26136,"kurt_inten_ch_1":-0.16061,"kurt_inten_ch_3":2.02836,"kurt_inten_ch_4":-0.79077,"length_ch_1":27.24898,"neighbor_avg_dist_ch_1":250.10408,"neighbor_min_dist_ch_1":18.42857,"neighbor_var_dist_ch_1":132.73884,"perim_ch_1":73.58125,"shape_bfr_ch_1":0.62393,"shape_lwr_ch_1":2.17722,"shape_p_2_a_ch_1":1.9275,"skew_inten_ch_1":0.29353,"skew_inten_ch_3":1.68978,"skew_inten_ch_4":0.64545,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":15695,"total_inten_ch_2":26003,"total_inten_ch_3":6740,"total_inten_ch_4":20240,"var_inten_ch_1":42.42535,"var_inten_ch_3":49.73252,"var_inten_ch_4":98.21576,"width_ch_1":12.51551}
{"case":"Test","class":"WS","angle_ch_1":131.60122,"area_ch_1":202,"avg_inten_ch_1":41.27461,"avg_inten_ch_2":4.44041,"avg_inten_ch_3":41.88083,"avg_inten_ch_4":47.66839,"convex_hull_area_ratio_ch_1":1.15572,"convex_hull_perim_ratio_ch_1":0.92983,"diff_inten_density_ch_1":45.06936,"diff_inten_density_ch_3":31.32948,"diff_inten_density_ch_4":26.7341,"entropy_inten_ch_1":6.01009,"entropy_inten_ch_3":4.17307,"entropy_inten_ch_4":5.06832,"eq_circ_diam_ch_1":16.04918,"eq_ellipse_lwr_ch_1":1.61923,"eq_ellipse_oblate_vol_ch_1":279.06897,"eq_ellipse_prolate_vol_ch_1":172.3469,"eq_sphere_area_ch_1":809.19955,"eq_sphere_vol_ch_1":2164.49835,"fiber_align_2_ch_3":1.67052,"fiber_align_2_ch_4":1.22315,"fiber_length_ch_1":23.60742,"fiber_width_ch_1":9.12434,"inten_cooc_asm_ch_3":0.19492,"inten_cooc_asm_ch_4":0.08754,"inten_cooc_contrast_ch_3":2.78902,"inten_cooc_contrast_ch_4":4.94509,"inten_cooc_entropy_ch_3":4.26034,"inten_cooc_entropy_ch_4":5.46233,"inten_cooc_max_ch_3":0.43931,"inten_cooc_max_ch_4":0.30058,"kurt_inten_ch_1":-0.52017,"kurt_inten_ch_3":-0.60565,"kurt_inten_ch_4":-1.27282,"length_ch_1":22.53151,"neighbor_avg_dist_ch_1":254.77022,"neighbor_min_dist_ch_1":29.69048,"neighbor_var_dist_ch_1":114.53191,"perim_ch_1":65.46353,"shape_bfr_ch_1":0.53879,"shape_lwr_ch_1":1.35208,"shape_p_2_a_ch_1":1.5832,"skew_inten_ch_1":0.23911,"skew_inten_ch_3":0.86457,"skew_inten_ch_4":0.23566,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7966,"total_inten_ch_2":665,"total_inten_ch_3":8083,"total_inten_ch_4":9200,"var_inten_ch_1":25.11656,"var_inten_ch_3":51.43688,"var_inten_ch_4":42.52209,"width_ch_1":16.66431}
{"case":"Test","class":"WS","angle_ch_1":104.34443,"area_ch_1":272,"avg_inten_ch_1":91.49231,"avg_inten_ch_2":267.23077,"avg_inten_ch_3":60.24615,"avg_inten_ch_4":213.83846,"convex_hull_area_ratio_ch_1":1.06778,"convex_hull_perim_ratio_ch_1":0.95057,"diff_inten_density_ch_1":64.90852,"diff_inten_density_ch_3":58.51351,"diff_inten_density_ch_4":157.55301,"entropy_inten_ch_1":6.91219,"entropy_inten_ch_3":5.42521,"entropy_inten_ch_4":6.41791,"eq_circ_diam_ch_1":18.62777,"eq_ellipse_lwr_ch_1":1.2648,"eq_ellipse_oblate_vol_ch_1":385.64879,"eq_ellipse_prolate_vol_ch_1":304.90965,"eq_sphere_area_ch_1":1090.11338,"eq_sphere_vol_ch_1":3384.39713,"fiber_align_2_ch_3":1.62109,"fiber_align_2_ch_4":1.76607,"fiber_length_ch_1":19.67413,"fiber_width_ch_1":14.34493,"inten_cooc_asm_ch_3":0.08016,"inten_cooc_asm_ch_4":0.04203,"inten_cooc_contrast_ch_3":7.67386,"inten_cooc_contrast_ch_4":9.16457,"inten_cooc_entropy_ch_3":5.69087,"inten_cooc_entropy_ch_4":6.26679,"inten_cooc_max_ch_3":0.27731,"inten_cooc_max_ch_4":0.20588,"kurt_inten_ch_1":-0.24701,"kurt_inten_ch_3":7.16224,"kurt_inten_ch_4":-0.92524,"length_ch_1":23.3435,"neighbor_avg_dist_ch_1":261.8236,"neighbor_min_dist_ch_1":20.32204,"neighbor_var_dist_ch_1":127.42283,"perim_ch_1":68.03813,"shape_bfr_ch_1":0.62564,"shape_lwr_ch_1":1.25096,"shape_p_2_a_ch_1":1.30526,"skew_inten_ch_1":0.29602,"skew_inten_ch_3":2.4329,"skew_inten_ch_4":0.40569,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":23788,"total_inten_ch_2":69221,"total_inten_ch_3":15664,"total_inten_ch_4":55598,"var_inten_ch_1":49.94062,"var_inten_ch_3":82.97461,"var_inten_ch_4":187.14447,"width_ch_1":18.6604}
{"case":"Train","class":"PS","angle_ch_1":131.58187,"area_ch_1":354,"avg_inten_ch_1":36.36391,"avg_inten_ch_2":34.52367,"avg_inten_ch_3":78.93787,"avg_inten_ch_4":109.50888,"convex_hull_area_ratio_ch_1":1.32489,"convex_hull_perim_ratio_ch_1":0.82641,"diff_inten_density_ch_1":40.95098,"diff_inten_density_ch_3":73.85948,"diff_inten_density_ch_4":69.21569,"entropy_inten_ch_1":6.02957,"entropy_inten_ch_3":6.62175,"entropy_inten_ch_4":6.08119,"eq_circ_diam_ch_1":21.23893,"eq_ellipse_lwr_ch_1":2.65004,"eq_ellipse_oblate_vol_ch_1":827.41333,"eq_ellipse_prolate_vol_ch_1":312.22717,"eq_sphere_area_ch_1":1417.14739,"eq_sphere_vol_ch_1":5016.44836,"fiber_align_2_ch_3":1.32799,"fiber_align_2_ch_4":1.30208,"fiber_length_ch_1":46.24717,"fiber_width_ch_1":8.05736,"inten_cooc_asm_ch_3":0.02094,"inten_cooc_asm_ch_4":0.04478,"inten_cooc_contrast_ch_3":12.48611,"inten_cooc_contrast_ch_4":5.39373,"inten_cooc_entropy_ch_3":6.92282,"inten_cooc_entropy_ch_4":6.10325,"inten_cooc_max_ch_3":0.12131,"inten_cooc_max_ch_4":0.19672,"kurt_inten_ch_1":2.61077,"kurt_inten_ch_3":1.49864,"kurt_inten_ch_4":2.93887,"length_ch_1":37.07121,"neighbor_avg_dist_ch_1":173.64986,"neighbor_min_dist_ch_1":38.6344,"neighbor_var_dist_ch_1":90.3803,"perim_ch_1":108.60905,"shape_bfr_ch_1":0.52275,"shape_lwr_ch_1":2.02772,"shape_p_2_a_ch_1":2.51908,"skew_inten_ch_1":1.42538,"skew_inten_ch_3":1.2081,"skew_inten_ch_4":1.71081,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":12291,"total_inten_ch_2":11332,"total_inten_ch_3":26681,"total_inten_ch_4":37014,"var_inten_ch_1":34.91106,"var_inten_ch_3":79.47453,"var_inten_ch_4":130.51512,"width_ch_1":18.28218}
{"case":"Train","class":"PS","angle_ch_1":130.79726,"area_ch_1":212,"avg_inten_ch_1":36.80296,"avg_inten_ch_2":27.82266,"avg_inten_ch_3":77.66502,"avg_inten_ch_4":6.54187,"convex_hull_area_ratio_ch_1":1.17594,"convex_hull_perim_ratio_ch_1":0.89511,"diff_inten_density_ch_1":48.04789,"diff_inten_density_ch_3":42.6507,"diff_inten_density_ch_4":14.96056,"entropy_inten_ch_1":5.89939,"entropy_inten_ch_3":6.68077,"entropy_inten_ch_4":3.0964,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":3.69027,"eq_ellipse_oblate_vol_ch_1":454.45867,"eq_ellipse_prolate_vol_ch_1":123.15068,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.02108,"fiber_align_2_ch_4":1,"fiber_length_ch_1":33.9911,"fiber_width_ch_1":6.79186,"inten_cooc_asm_ch_3":0.0098,"inten_cooc_asm_ch_4":0.16973,"inten_cooc_contrast_ch_3":7.42417,"inten_cooc_contrast_ch_4":8.72591,"inten_cooc_entropy_ch_3":6.92815,"inten_cooc_entropy_ch_4":4.38924,"inten_cooc_max_ch_3":0.02247,"inten_cooc_max_ch_4":0.42135,"kurt_inten_ch_1":-0.28706,"kurt_inten_ch_3":-1.04183,"kurt_inten_ch_4":3.31563,"length_ch_1":30.42994,"neighbor_avg_dist_ch_1":215.96661,"neighbor_min_dist_ch_1":18.11304,"neighbor_var_dist_ch_1":104.25755,"perim_ch_1":81.56593,"shape_bfr_ch_1":0.66188,"shape_lwr_ch_1":2.88035,"shape_p_2_a_ch_1":2.29325,"skew_inten_ch_1":0.37981,"skew_inten_ch_3":0.34195,"skew_inten_ch_4":1.90224,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":7471,"total_inten_ch_2":5446,"total_inten_ch_3":15766,"total_inten_ch_4":1328,"var_inten_ch_1":22.63505,"var_inten_ch_3":54.82526,"var_inten_ch_4":10.5817,"width_ch_1":10.56467}
{"case":"Test","class":"PS","angle_ch_1":112.80105,"area_ch_1":166,"avg_inten_ch_1":324.42767,"avg_inten_ch_2":6.13208,"avg_inten_ch_3":210.49057,"avg_inten_ch_4":202.21384,"convex_hull_area_ratio_ch_1":1.07122,"convex_hull_perim_ratio_ch_1":0.95849,"diff_inten_density_ch_1":160.23944,"diff_inten_density_ch_3":107.28169,"diff_inten_density_ch_4":111.43662,"entropy_inten_ch_1":7.09905,"entropy_inten_ch_3":7.07389,"entropy_inten_ch_4":6.43479,"eq_circ_diam_ch_1":14.56709,"eq_ellipse_lwr_ch_1":1.98869,"eq_ellipse_oblate_vol_ch_1":231.2603,"eq_ellipse_prolate_vol_ch_1":116.2876,"eq_sphere_area_ch_1":666.64626,"eq_sphere_vol_ch_1":1618.51595,"fiber_align_2_ch_3":1.63458,"fiber_align_2_ch_4":1.64466,"fiber_length_ch_1":20.49392,"fiber_width_ch_1":8.61813,"inten_cooc_asm_ch_3":0.00978,"inten_cooc_asm_ch_4":0.01623,"inten_cooc_contrast_ch_3":8.66875,"inten_cooc_contrast_ch_4":6.68329,"inten_cooc_entropy_ch_3":6.92537,"inten_cooc_entropy_ch_4":6.57039,"inten_cooc_max_ch_3":0.03425,"inten_cooc_max_ch_4":0.10274,"kurt_inten_ch_1":-1.05151,"kurt_inten_ch_3":-0.82435,"kurt_inten_ch_4":-1.19589,"length_ch_1":23.39074,"neighbor_avg_dist_ch_1":253.03974,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":114.24934,"perim_ch_1":58.22411,"shape_bfr_ch_1":0.58792,"shape_lwr_ch_1":1.93006,"shape_p_2_a_ch_1":1.52741,"skew_inten_ch_1":0.2854,"skew_inten_ch_3":0.39912,"skew_inten_ch_4":0.32274,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":51584,"total_inten_ch_2":817,"total_inten_ch_3":33468,"total_inten_ch_4":32152,"var_inten_ch_1":211.63008,"var_inten_ch_3":141.53995,"var_inten_ch_4":155.98913,"width_ch_1":12.11918}
{"case":"Test","class":"PS","angle_ch_1":82.45049,"area_ch_1":209,"avg_inten_ch_1":57.92,"avg_inten_ch_2":5.005,"avg_inten_ch_3":134.26,"avg_inten_ch_4":34.65,"convex_hull_area_ratio_ch_1":1.47735,"convex_hull_perim_ratio_ch_1":0.90727,"diff_inten_density_ch_1":55.59599,"diff_inten_density_ch_3":113.57307,"diff_inten_density_ch_4":29.76218,"entropy_inten_ch_1":6.41471,"entropy_inten_ch_3":7.17744,"entropy_inten_ch_4":4.03648,"eq_circ_diam_ch_1":16.33764,"eq_ellipse_lwr_ch_1":3.14298,"eq_ellipse_oblate_vol_ch_1":410.14521,"eq_ellipse_prolate_vol_ch_1":130.49547,"eq_sphere_area_ch_1":838.54875,"eq_sphere_vol_ch_1":2283.31742,"fiber_align_2_ch_3":1.43496,"fiber_align_2_ch_4":1.27748,"fiber_length_ch_1":36.53003,"fiber_width_ch_1":6.17634,"inten_cooc_asm_ch_3":0.0076,"inten_cooc_asm_ch_4":0.15568,"inten_cooc_contrast_ch_3":16.17802,"inten_cooc_contrast_ch_4":3.70869,"inten_cooc_entropy_ch_3":7.28262,"inten_cooc_entropy_ch_4":4.49669,"inten_cooc_max_ch_3":0.02367,"inten_cooc_max_ch_4":0.39444,"kurt_inten_ch_1":-0.12609,"kurt_inten_ch_3":0.20336,"kurt_inten_ch_4":3.64199,"length_ch_1":31.732,"neighbor_avg_dist_ch_1":204.7895,"neighbor_min_dist_ch_1":31.2052,"neighbor_var_dist_ch_1":88.09891,"perim_ch_1":85.41275,"shape_bfr_ch_1":0.45669,"shape_lwr_ch_1":2.19357,"shape_p_2_a_ch_1":2.57307,"skew_inten_ch_1":0.55029,"skew_inten_ch_3":0.7603,"skew_inten_ch_4":2.18195,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11584,"total_inten_ch_2":802,"total_inten_ch_3":26852,"total_inten_ch_4":6930,"var_inten_ch_1":36.6916,"var_inten_ch_3":97.93096,"var_inten_ch_4":64.89405,"width_ch_1":14.46591}
{"case":"Train","class":"WS","angle_ch_1":166.44487,"area_ch_1":214,"avg_inten_ch_1":169.54146,"avg_inten_ch_2":317.73659,"avg_inten_ch_3":92.98537,"avg_inten_ch_4":138.07805,"convex_hull_area_ratio_ch_1":1.10256,"convex_hull_perim_ratio_ch_1":0.93382,"diff_inten_density_ch_1":79.18767,"diff_inten_density_ch_3":82.47989,"diff_inten_density_ch_4":86.62466,"entropy_inten_ch_1":7.22314,"entropy_inten_ch_3":6.06894,"entropy_inten_ch_4":6.62544,"eq_circ_diam_ch_1":16.5406,"eq_ellipse_lwr_ch_1":1.47121,"eq_ellipse_oblate_vol_ch_1":291.1988,"eq_ellipse_prolate_vol_ch_1":197.93158,"eq_sphere_area_ch_1":859.51247,"eq_sphere_vol_ch_1":2369.47476,"fiber_align_2_ch_3":1.35997,"fiber_align_2_ch_4":1.32796,"fiber_length_ch_1":21.93197,"fiber_width_ch_1":10.25151,"inten_cooc_asm_ch_3":0.02335,"inten_cooc_asm_ch_4":0.01574,"inten_cooc_contrast_ch_3":9.04244,"inten_cooc_contrast_ch_4":10.47913,"inten_cooc_entropy_ch_3":6.51533,"inten_cooc_entropy_ch_4":6.77526,"inten_cooc_max_ch_3":0.12632,"inten_cooc_max_ch_4":0.08947,"kurt_inten_ch_1":-0.8995,"kurt_inten_ch_3":1.82559,"kurt_inten_ch_4":-0.00662,"length_ch_1":23.33617,"neighbor_avg_dist_ch_1":257.9404,"neighbor_min_dist_ch_1":23.36889,"neighbor_var_dist_ch_1":124.72988,"perim_ch_1":64.36696,"shape_bfr_ch_1":0.5884,"shape_lwr_ch_1":1.4912,"shape_p_2_a_ch_1":1.46638,"skew_inten_ch_1":0.28264,"skew_inten_ch_3":1.32603,"skew_inten_ch_4":0.61828,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":34756,"total_inten_ch_2":64932,"total_inten_ch_3":19062,"total_inten_ch_4":28306,"var_inten_ch_1":89.68723,"var_inten_ch_3":97.19191,"var_inten_ch_4":103.62806,"width_ch_1":15.64925}
{"case":"Train","class":"PS","angle_ch_1":163.22491,"area_ch_1":373,"avg_inten_ch_1":170.93539,"avg_inten_ch_2":266.9691,"avg_inten_ch_3":110.10955,"avg_inten_ch_4":128.67978,"convex_hull_area_ratio_ch_1":1.04711,"convex_hull_perim_ratio_ch_1":0.95644,"diff_inten_density_ch_1":70.24812,"diff_inten_density_ch_3":68.69323,"diff_inten_density_ch_4":87.9203,"entropy_inten_ch_1":7.67709,"entropy_inten_ch_3":6.11546,"entropy_inten_ch_4":6.59986,"eq_circ_diam_ch_1":21.79713,"eq_ellipse_lwr_ch_1":1.28168,"eq_ellipse_oblate_vol_ch_1":621.99421,"eq_ellipse_prolate_vol_ch_1":485.29604,"eq_sphere_area_ch_1":1492.61678,"eq_sphere_vol_ch_1":5422.4592,"fiber_align_2_ch_3":1.60798,"fiber_align_2_ch_4":1.18424,"fiber_length_ch_1":19.41159,"fiber_width_ch_1":19.41159,"inten_cooc_asm_ch_3":0.06871,"inten_cooc_asm_ch_4":0.03165,"inten_cooc_contrast_ch_3":4.81725,"inten_cooc_contrast_ch_4":7.56287,"inten_cooc_entropy_ch_3":5.83854,"inten_cooc_entropy_ch_4":6.58073,"inten_cooc_max_ch_3":0.2597,"inten_cooc_max_ch_4":0.17015,"kurt_inten_ch_1":-1.28579,"kurt_inten_ch_3":0.38795,"kurt_inten_ch_4":-0.42307,"length_ch_1":26.66823,"neighbor_avg_dist_ch_1":195.03796,"neighbor_min_dist_ch_1":15.62777,"neighbor_var_dist_ch_1":79.00586,"perim_ch_1":77.64635,"shape_bfr_ch_1":0.67012,"shape_lwr_ch_1":1.27718,"shape_p_2_a_ch_1":1.23206,"skew_inten_ch_1":-0.00011,"skew_inten_ch_3":1.00159,"skew_inten_ch_4":0.66103,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":60853,"total_inten_ch_2":94686,"total_inten_ch_3":39199,"total_inten_ch_4":45810,"var_inten_ch_1":97.8711,"var_inten_ch_3":114.45112,"var_inten_ch_4":115.4139,"width_ch_1":20.88056}
{"case":"Test","class":"PS","angle_ch_1":167.97187,"area_ch_1":450,"avg_inten_ch_1":45.53488,"avg_inten_ch_2":122.34419,"avg_inten_ch_3":84.43953,"avg_inten_ch_4":81.80698,"convex_hull_area_ratio_ch_1":1.23137,"convex_hull_perim_ratio_ch_1":0.83718,"diff_inten_density_ch_1":55.52711,"diff_inten_density_ch_3":83.62295,"diff_inten_density_ch_4":53.77932,"entropy_inten_ch_1":6.36981,"entropy_inten_ch_3":6.7441,"entropy_inten_ch_4":6.66356,"eq_circ_diam_ch_1":23.95568,"eq_ellipse_lwr_ch_1":1.82483,"eq_ellipse_oblate_vol_ch_1":985.22575,"eq_ellipse_prolate_vol_ch_1":539.89924,"eq_sphere_area_ch_1":1802.87982,"eq_sphere_vol_ch_1":7198.20116,"fiber_align_2_ch_3":1.37323,"fiber_align_2_ch_4":1.54273,"fiber_length_ch_1":48.92746,"fiber_width_ch_1":9.56013,"inten_cooc_asm_ch_3":0.01416,"inten_cooc_asm_ch_4":0.02082,"inten_cooc_contrast_ch_3":13.19157,"inten_cooc_contrast_ch_4":6.7591,"inten_cooc_entropy_ch_3":7.13273,"inten_cooc_entropy_ch_4":6.75854,"inten_cooc_max_ch_3":0.08586,"inten_cooc_max_ch_4":0.13131,"kurt_inten_ch_1":21.85985,"kurt_inten_ch_3":21.04374,"kurt_inten_ch_4":-0.69309,"length_ch_1":35.883,"neighbor_avg_dist_ch_1":215.53091,"neighbor_min_dist_ch_1":28.39111,"neighbor_var_dist_ch_1":100.51275,"perim_ch_1":116.97519,"shape_bfr_ch_1":0.51355,"shape_lwr_ch_1":1.46709,"shape_p_2_a_ch_1":2.32787,"skew_inten_ch_1":3.99481,"skew_inten_ch_3":3.93674,"skew_inten_ch_4":0.59709,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":19580,"total_inten_ch_2":52179,"total_inten_ch_3":36309,"total_inten_ch_4":35177,"var_inten_ch_1":55.33183,"var_inten_ch_3":116.98513,"var_inten_ch_4":72.21616,"width_ch_1":24.45868}
{"case":"Test","class":"WS","angle_ch_1":81.79981,"area_ch_1":468,"avg_inten_ch_1":86.92841,"avg_inten_ch_2":357.60179,"avg_inten_ch_3":148.19016,"avg_inten_ch_4":275.87025,"convex_hull_area_ratio_ch_1":1.06855,"convex_hull_perim_ratio_ch_1":0.95224,"diff_inten_density_ch_1":56.45368,"diff_inten_density_ch_3":102.49881,"diff_inten_density_ch_4":178.15202,"entropy_inten_ch_1":7.07505,"entropy_inten_ch_3":6.88459,"entropy_inten_ch_4":7.80783,"eq_circ_diam_ch_1":24.42463,"eq_ellipse_lwr_ch_1":1.91287,"eq_ellipse_oblate_vol_ch_1":1069.11845,"eq_ellipse_prolate_vol_ch_1":558.90738,"eq_sphere_area_ch_1":1874.15646,"eq_sphere_vol_ch_1":7629.2629,"fiber_align_2_ch_3":1.20158,"fiber_align_2_ch_4":1.47274,"fiber_length_ch_1":29.30717,"fiber_width_ch_1":16.43425,"inten_cooc_asm_ch_3":0.03694,"inten_cooc_asm_ch_4":0.00797,"inten_cooc_contrast_ch_3":6.82853,"inten_cooc_contrast_ch_4":10.75906,"inten_cooc_entropy_ch_3":6.50913,"inten_cooc_entropy_ch_4":7.33875,"inten_cooc_max_ch_3":0.1759,"inten_cooc_max_ch_4":0.03747,"kurt_inten_ch_1":0.10068,"kurt_inten_ch_3":1.61891,"kurt_inten_ch_4":0.70335,"length_ch_1":33.59516,"neighbor_avg_dist_ch_1":268.50691,"neighbor_min_dist_ch_1":35.61327,"neighbor_var_dist_ch_1":129.01273,"perim_ch_1":91.48285,"shape_bfr_ch_1":0.74123,"shape_lwr_ch_1":1.78551,"shape_p_2_a_ch_1":1.38275,"skew_inten_ch_1":0.82671,"skew_inten_ch_3":1.28963,"skew_inten_ch_4":1.10866,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":38857,"total_inten_ch_2":159402,"total_inten_ch_3":66241,"total_inten_ch_4":123314,"var_inten_ch_1":66.20681,"var_inten_ch_3":144.78725,"var_inten_ch_4":234.60013,"width_ch_1":18.81541}
{"case":"Train","class":"PS","angle_ch_1":104.0722,"area_ch_1":246,"avg_inten_ch_1":72.58298,"avg_inten_ch_2":4.89362,"avg_inten_ch_3":168.73617,"avg_inten_ch_4":6.6766,"convex_hull_area_ratio_ch_1":2.03964,"convex_hull_perim_ratio_ch_1":0.90911,"diff_inten_density_ch_1":69.87282,"diff_inten_density_ch_3":156.59102,"diff_inten_density_ch_4":11.10973,"entropy_inten_ch_1":6.75064,"entropy_inten_ch_3":7.20497,"entropy_inten_ch_4":2.23622,"eq_circ_diam_ch_1":17.70958,"eq_ellipse_lwr_ch_1":4.51494,"eq_ellipse_oblate_vol_ch_1":626.10809,"eq_ellipse_prolate_vol_ch_1":138.67474,"eq_sphere_area_ch_1":985.29478,"eq_sphere_vol_ch_1":2908.19209,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.68255,"fiber_length_ch_1":55.14035,"fiber_width_ch_1":4.79513,"inten_cooc_asm_ch_3":0.00672,"inten_cooc_asm_ch_4":0.45987,"inten_cooc_contrast_ch_3":26.94413,"inten_cooc_contrast_ch_4":2.04403,"inten_cooc_entropy_ch_3":7.44462,"inten_cooc_entropy_ch_4":2.50986,"inten_cooc_max_ch_3":0.0237,"inten_cooc_max_ch_4":0.69194,"kurt_inten_ch_1":-0.98137,"kurt_inten_ch_3":-1.28354,"kurt_inten_ch_4":5.55682,"length_ch_1":48.1739,"neighbor_avg_dist_ch_1":171.40887,"neighbor_min_dist_ch_1":33.33282,"neighbor_var_dist_ch_1":64.82794,"perim_ch_1":119.87096,"shape_bfr_ch_1":0.32709,"shape_lwr_ch_1":3.08165,"shape_p_2_a_ch_1":4.3246,"skew_inten_ch_1":0.106,"skew_inten_ch_3":0.02312,"skew_inten_ch_4":2.36741,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17057,"total_inten_ch_2":916,"total_inten_ch_3":39653,"total_inten_ch_4":1569,"var_inten_ch_1":41.25206,"var_inten_ch_3":108.17035,"var_inten_ch_4":13.73014,"width_ch_1":15.63248}
{"case":"Test","class":"PS","angle_ch_1":54.24773,"area_ch_1":159,"avg_inten_ch_1":143.99342,"avg_inten_ch_2":492.08553,"avg_inten_ch_3":7.86184,"avg_inten_ch_4":100.00658,"convex_hull_area_ratio_ch_1":1.02812,"convex_hull_perim_ratio_ch_1":0.98066,"diff_inten_density_ch_1":70.09818,"diff_inten_density_ch_3":14.96364,"diff_inten_density_ch_4":53.26182,"entropy_inten_ch_1":6.67195,"entropy_inten_ch_3":2.90572,"entropy_inten_ch_4":5.23673,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":1.45044,"eq_ellipse_oblate_vol_ch_1":184.60203,"eq_ellipse_prolate_vol_ch_1":127.27332,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.0259,"fiber_length_ch_1":12.4463,"fiber_width_ch_1":12.4463,"inten_cooc_asm_ch_3":0.25534,"inten_cooc_asm_ch_4":0.0911,"inten_cooc_contrast_ch_3":5.10749,"inten_cooc_contrast_ch_4":3.07189,"inten_cooc_entropy_ch_3":3.74172,"inten_cooc_entropy_ch_4":5.28573,"inten_cooc_max_ch_3":0.5036,"inten_cooc_max_ch_4":0.29412,"kurt_inten_ch_1":-0.56316,"kurt_inten_ch_3":1.41777,"kurt_inten_ch_4":-0.83766,"length_ch_1":18.07952,"neighbor_avg_dist_ch_1":311.52766,"neighbor_min_dist_ch_1":17.16217,"neighbor_var_dist_ch_1":121.3498,"perim_ch_1":49.78521,"shape_bfr_ch_1":0.66125,"shape_lwr_ch_1":1.35661,"shape_p_2_a_ch_1":1.17606,"skew_inten_ch_1":-0.07592,"skew_inten_ch_3":1.55207,"skew_inten_ch_4":0.63072,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":21887,"total_inten_ch_2":74646,"total_inten_ch_3":1195,"total_inten_ch_4":15201,"var_inten_ch_1":68.24169,"var_inten_ch_3":12.79651,"var_inten_ch_4":101.97004,"width_ch_1":13.32696}
{"case":"Test","class":"PS","angle_ch_1":55.94478,"area_ch_1":476,"avg_inten_ch_1":270.75165,"avg_inten_ch_2":799.48352,"avg_inten_ch_3":179.13407,"avg_inten_ch_4":437.72308,"convex_hull_area_ratio_ch_1":1.04792,"convex_hull_perim_ratio_ch_1":0.95271,"diff_inten_density_ch_1":98.61538,"diff_inten_density_ch_3":138.77156,"diff_inten_density_ch_4":316.58741,"entropy_inten_ch_1":7.86879,"entropy_inten_ch_3":6.38098,"entropy_inten_ch_4":6.85862,"eq_circ_diam_ch_1":24.64223,"eq_ellipse_lwr_ch_1":1.74043,"eq_ellipse_oblate_vol_ch_1":1047.28978,"eq_ellipse_prolate_vol_ch_1":601.74214,"eq_sphere_area_ch_1":1907.69841,"eq_sphere_vol_ch_1":7834.98899,"fiber_align_2_ch_3":1.68821,"fiber_align_2_ch_4":1.47293,"fiber_length_ch_1":24.23901,"fiber_width_ch_1":20.30294,"inten_cooc_asm_ch_3":0.07673,"inten_cooc_asm_ch_4":0.05158,"inten_cooc_contrast_ch_3":4.90405,"inten_cooc_contrast_ch_4":7.99179,"inten_cooc_entropy_ch_3":5.76911,"inten_cooc_entropy_ch_4":6.34703,"inten_cooc_max_ch_3":0.27166,"inten_cooc_max_ch_4":0.22248,"kurt_inten_ch_1":-0.22071,"kurt_inten_ch_3":6.35228,"kurt_inten_ch_4":-0.73591,"length_ch_1":32.37368,"neighbor_avg_dist_ch_1":227.47845,"neighbor_min_dist_ch_1":32.06666,"neighbor_var_dist_ch_1":109.21435,"perim_ch_1":89.08391,"shape_bfr_ch_1":0.76034,"shape_lwr_ch_1":1.67086,"shape_p_2_a_ch_1":1.28325,"skew_inten_ch_1":-0.30805,"skew_inten_ch_3":2.16409,"skew_inten_ch_4":0.55177,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":4,"total_inten_ch_1":123192,"total_inten_ch_2":363311,"total_inten_ch_3":81506,"total_inten_ch_4":199164,"var_inten_ch_1":100.49496,"var_inten_ch_3":231.11142,"var_inten_ch_4":404.53754,"width_ch_1":19.37541}
{"case":"Test","class":"PS","angle_ch_1":160.10739,"area_ch_1":779,"avg_inten_ch_1":26.32661,"avg_inten_ch_2":69.22715,"avg_inten_ch_3":48.20968,"avg_inten_ch_4":126.20027,"convex_hull_area_ratio_ch_1":1.45705,"convex_hull_perim_ratio_ch_1":0.7671,"diff_inten_density_ch_1":39,"diff_inten_density_ch_3":41.48977,"diff_inten_density_ch_4":74.34503,"entropy_inten_ch_1":5.88436,"entropy_inten_ch_3":6.38153,"entropy_inten_ch_4":6.94704,"eq_circ_diam_ch_1":31.51089,"eq_ellipse_lwr_ch_1":3.19294,"eq_ellipse_oblate_vol_ch_1":2966.03349,"eq_ellipse_prolate_vol_ch_1":928.93614,"eq_sphere_area_ch_1":3119.40136,"eq_sphere_vol_ch_1":16382.51971,"fiber_align_2_ch_3":1.49573,"fiber_align_2_ch_4":1.35903,"fiber_length_ch_1":88.39812,"fiber_width_ch_1":9.2489,"inten_cooc_asm_ch_3":0.02044,"inten_cooc_asm_ch_4":0.03205,"inten_cooc_contrast_ch_3":11.47328,"inten_cooc_contrast_ch_4":5.41211,"inten_cooc_entropy_ch_3":7.08194,"inten_cooc_entropy_ch_4":6.45414,"inten_cooc_max_ch_3":0.12554,"inten_cooc_max_ch_4":0.16883,"kurt_inten_ch_1":0.52436,"kurt_inten_ch_3":1.64145,"kurt_inten_ch_4":0.03455,"length_ch_1":65.07881,"neighbor_avg_dist_ch_1":215.86897,"neighbor_min_dist_ch_1":49.95729,"neighbor_var_dist_ch_1":85.39692,"perim_ch_1":195.29403,"shape_bfr_ch_1":0.45447,"shape_lwr_ch_1":2.46815,"shape_p_2_a_ch_1":3.71221,"skew_inten_ch_1":0.8714,"skew_inten_ch_3":1.20975,"skew_inten_ch_4":0.87703,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":12,"total_inten_ch_1":19587,"total_inten_ch_2":50762,"total_inten_ch_3":35868,"total_inten_ch_4":93893,"var_inten_ch_1":21.39872,"var_inten_ch_3":45.01256,"var_inten_ch_4":121.61507,"width_ch_1":26.3674}
{"case":"Test","class":"PS","angle_ch_1":105.59594,"area_ch_1":259,"avg_inten_ch_1":863.49194,"avg_inten_ch_2":306.79435,"avg_inten_ch_3":54.60887,"avg_inten_ch_4":169.03629,"convex_hull_area_ratio_ch_1":1.22767,"convex_hull_perim_ratio_ch_1":0.9409,"diff_inten_density_ch_1":249.97996,"diff_inten_density_ch_3":50.53675,"diff_inten_density_ch_4":103.46771,"entropy_inten_ch_1":7.83018,"entropy_inten_ch_3":4.12449,"entropy_inten_ch_4":6.95313,"eq_circ_diam_ch_1":18.19282,"eq_ellipse_lwr_ch_1":2.90227,"eq_ellipse_oblate_vol_ch_1":544.21209,"eq_ellipse_prolate_vol_ch_1":187.51239,"eq_sphere_area_ch_1":1039.80045,"eq_sphere_vol_ch_1":3152.81739,"fiber_align_2_ch_3":1.51707,"fiber_align_2_ch_4":1.1389,"fiber_length_ch_1":31.84383,"fiber_width_ch_1":8.56651,"inten_cooc_asm_ch_3":0.21078,"inten_cooc_asm_ch_4":0.01111,"inten_cooc_contrast_ch_3":2.43182,"inten_cooc_contrast_ch_4":7.16692,"inten_cooc_entropy_ch_3":4.19491,"inten_cooc_entropy_ch_4":6.84173,"inten_cooc_max_ch_3":0.45217,"inten_cooc_max_ch_4":0.04783,"kurt_inten_ch_1":-0.97749,"kurt_inten_ch_3":5.80574,"kurt_inten_ch_4":0.2202,"length_ch_1":31.6251,"neighbor_avg_dist_ch_1":326.4505,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":129.1054,"perim_ch_1":80.82068,"shape_bfr_ch_1":0.58564,"shape_lwr_ch_1":2.25324,"shape_p_2_a_ch_1":1.90548,"skew_inten_ch_1":-0.24159,"skew_inten_ch_3":2.35944,"skew_inten_ch_4":0.97669,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":214146,"total_inten_ch_2":75838,"total_inten_ch_3":13543,"total_inten_ch_4":41921,"var_inten_ch_1":402.70424,"var_inten_ch_3":98.64471,"var_inten_ch_4":157.37723,"width_ch_1":14.0354}
{"case":"Test","class":"PS","angle_ch_1":93.48715,"area_ch_1":169,"avg_inten_ch_1":17.38272,"avg_inten_ch_2":4,"avg_inten_ch_3":34.76543,"avg_inten_ch_4":12.5679,"convex_hull_area_ratio_ch_1":1.14083,"convex_hull_perim_ratio_ch_1":0.8556,"diff_inten_density_ch_1":33.24911,"diff_inten_density_ch_3":22.72242,"diff_inten_density_ch_4":18.98577,"entropy_inten_ch_1":5.11804,"entropy_inten_ch_3":5.65857,"entropy_inten_ch_4":4.65746,"eq_circ_diam_ch_1":14.70387,"eq_ellipse_lwr_ch_1":2.65895,"eq_ellipse_oblate_vol_ch_1":275.01031,"eq_ellipse_prolate_vol_ch_1":103.42825,"eq_sphere_area_ch_1":679.22449,"eq_sphere_vol_ch_1":1664.5384,"fiber_align_2_ch_3":1.09507,"fiber_align_2_ch_4":1,"fiber_length_ch_1":29.08078,"fiber_width_ch_1":6.33472,"inten_cooc_asm_ch_3":0.00806,"inten_cooc_asm_ch_4":0.01923,"inten_cooc_contrast_ch_3":20.73475,"inten_cooc_contrast_ch_4":30.876,"inten_cooc_entropy_ch_3":7.174,"inten_cooc_entropy_ch_4":6.86426,"inten_cooc_max_ch_3":0.02098,"inten_cooc_max_ch_4":0.12319,"kurt_inten_ch_1":-0.20308,"kurt_inten_ch_3":-0.07903,"kurt_inten_ch_4":-0.31066,"length_ch_1":24.77503,"neighbor_avg_dist_ch_1":260.90537,"neighbor_min_dist_ch_1":40.64408,"neighbor_var_dist_ch_1":112.93867,"perim_ch_1":70.831,"shape_bfr_ch_1":0.63952,"shape_lwr_ch_1":2.31168,"shape_p_2_a_ch_1":2.16721,"skew_inten_ch_1":0.60922,"skew_inten_ch_3":0.23782,"skew_inten_ch_4":0.59847,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":2816,"total_inten_ch_2":487,"total_inten_ch_3":5632,"total_inten_ch_4":2036,"var_inten_ch_1":13.80693,"var_inten_ch_3":17.47045,"var_inten_ch_4":10.80174,"width_ch_1":10.71732}
{"case":"Train","class":"PS","angle_ch_1":119.06542,"area_ch_1":229,"avg_inten_ch_1":26.79452,"avg_inten_ch_2":87.56164,"avg_inten_ch_3":11.83562,"avg_inten_ch_4":55.68037,"convex_hull_area_ratio_ch_1":1.08497,"convex_hull_perim_ratio_ch_1":0.93234,"diff_inten_density_ch_1":42.68766,"diff_inten_density_ch_3":12.92443,"diff_inten_density_ch_4":36.10831,"entropy_inten_ch_1":5.65587,"entropy_inten_ch_3":3.97366,"entropy_inten_ch_4":5.18661,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":1.75561,"eq_ellipse_oblate_vol_ch_1":351.23817,"eq_ellipse_prolate_vol_ch_1":200.06621,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.74712,"fiber_align_2_ch_4":1.34787,"fiber_length_ch_1":25.53389,"fiber_width_ch_1":9.42115,"inten_cooc_asm_ch_3":0.13628,"inten_cooc_asm_ch_4":0.08198,"inten_cooc_contrast_ch_3":6.5931,"inten_cooc_contrast_ch_4":4.48742,"inten_cooc_entropy_ch_3":5.01078,"inten_cooc_entropy_ch_4":5.62809,"inten_cooc_max_ch_3":0.365,"inten_cooc_max_ch_4":0.29,"kurt_inten_ch_1":-0.26109,"kurt_inten_ch_3":0.83761,"kurt_inten_ch_4":-0.93537,"length_ch_1":25.25828,"neighbor_avg_dist_ch_1":276.78854,"neighbor_min_dist_ch_1":23.36889,"neighbor_var_dist_ch_1":132.49596,"perim_ch_1":69.91009,"shape_bfr_ch_1":0.56766,"shape_lwr_ch_1":1.57767,"shape_p_2_a_ch_1":1.61676,"skew_inten_ch_1":0.57542,"skew_inten_ch_3":1.28991,"skew_inten_ch_4":0.57734,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5868,"total_inten_ch_2":18958,"total_inten_ch_3":2592,"total_inten_ch_4":12194,"var_inten_ch_1":20.16165,"var_inten_ch_3":15.33493,"var_inten_ch_4":55.97038,"width_ch_1":16.0099}
{"case":"Test","class":"WS","angle_ch_1":176.52047,"area_ch_1":244,"avg_inten_ch_1":31.48069,"avg_inten_ch_2":252.04721,"avg_inten_ch_3":44.65236,"avg_inten_ch_4":63.28755,"convex_hull_area_ratio_ch_1":1.08103,"convex_hull_perim_ratio_ch_1":0.95252,"diff_inten_density_ch_1":46.96253,"diff_inten_density_ch_3":40.24122,"diff_inten_density_ch_4":50.28806,"entropy_inten_ch_1":5.93061,"entropy_inten_ch_3":4.45163,"entropy_inten_ch_4":4.88929,"eq_circ_diam_ch_1":17.63405,"eq_ellipse_lwr_ch_1":1.73242,"eq_ellipse_oblate_vol_ch_1":382.89723,"eq_ellipse_prolate_vol_ch_1":221.0185,"eq_sphere_area_ch_1":976.9093,"eq_sphere_vol_ch_1":2871.14534,"fiber_align_2_ch_3":1.31805,"fiber_align_2_ch_4":1.71906,"fiber_length_ch_1":20.88748,"fiber_width_ch_1":12.23199,"inten_cooc_asm_ch_3":0.16656,"inten_cooc_asm_ch_4":0.13193,"inten_cooc_contrast_ch_3":3.57704,"inten_cooc_contrast_ch_4":5.48871,"inten_cooc_entropy_ch_3":4.62562,"inten_cooc_entropy_ch_4":5.06213,"inten_cooc_max_ch_3":0.40092,"inten_cooc_max_ch_4":0.37619,"kurt_inten_ch_1":4.17405,"kurt_inten_ch_3":4.79796,"kurt_inten_ch_4":-0.45871,"length_ch_1":23.62848,"neighbor_avg_dist_ch_1":226.67688,"neighbor_min_dist_ch_1":34.98973,"neighbor_var_dist_ch_1":92.81635,"perim_ch_1":66.23892,"shape_bfr_ch_1":0.68824,"shape_lwr_ch_1":1.57333,"shape_p_2_a_ch_1":1.36657,"skew_inten_ch_1":1.78537,"skew_inten_ch_3":2.21947,"skew_inten_ch_4":0.77584,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":7335,"total_inten_ch_2":58495,"total_inten_ch_3":10404,"total_inten_ch_4":14746,"var_inten_ch_1":30.85965,"var_inten_ch_3":75.52508,"var_inten_ch_4":69.7684,"width_ch_1":15.01815}
{"case":"Test","class":"PS","angle_ch_1":93.38858,"area_ch_1":160,"avg_inten_ch_1":53.39869,"avg_inten_ch_2":78.16993,"avg_inten_ch_3":118.60784,"avg_inten_ch_4":66.75817,"convex_hull_area_ratio_ch_1":1.28376,"convex_hull_perim_ratio_ch_1":0.82053,"diff_inten_density_ch_1":61.60076,"diff_inten_density_ch_3":119.28897,"diff_inten_density_ch_4":63.50951,"entropy_inten_ch_1":6.34786,"entropy_inten_ch_3":6.65132,"entropy_inten_ch_4":3.43758,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":2.12439,"eq_ellipse_oblate_vol_ch_1":225.6191,"eq_ellipse_prolate_vol_ch_1":106.20416,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.04303,"fiber_align_2_ch_4":1.71481,"fiber_length_ch_1":30.16651,"fiber_width_ch_1":5.72451,"inten_cooc_asm_ch_3":0.00902,"inten_cooc_asm_ch_4":0.28916,"inten_cooc_contrast_ch_3":23.96336,"inten_cooc_contrast_ch_4":1.96484,"inten_cooc_entropy_ch_3":7.08353,"inten_cooc_entropy_ch_4":3.53554,"inten_cooc_max_ch_3":0.03846,"inten_cooc_max_ch_4":0.54135,"kurt_inten_ch_1":4.84548,"kurt_inten_ch_3":3.60216,"kurt_inten_ch_4":4.03352,"length_ch_1":22.72649,"neighbor_avg_dist_ch_1":268.33109,"neighbor_min_dist_ch_1":12.8283,"neighbor_var_dist_ch_1":131.42031,"perim_ch_1":71.78205,"shape_bfr_ch_1":0.5837,"shape_lwr_ch_1":1.87987,"shape_p_2_a_ch_1":2.37441,"skew_inten_ch_1":1.65666,"skew_inten_ch_3":1.50554,"skew_inten_ch_4":2.11953,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":8170,"total_inten_ch_2":11808,"total_inten_ch_3":18147,"total_inten_ch_4":10214,"var_inten_ch_1":40.75839,"var_inten_ch_3":96.32334,"var_inten_ch_4":118.34529,"width_ch_1":12.08942}
{"case":"Train","class":"PS","angle_ch_1":1.29375,"area_ch_1":393,"avg_inten_ch_1":55.16,"avg_inten_ch_2":4.512,"avg_inten_ch_3":133.272,"avg_inten_ch_4":6.34933,"convex_hull_area_ratio_ch_1":1.6797,"convex_hull_perim_ratio_ch_1":0.89205,"diff_inten_density_ch_1":50.35928,"diff_inten_density_ch_3":99.88323,"diff_inten_density_ch_4":11.08982,"entropy_inten_ch_1":6.60408,"entropy_inten_ch_3":7.35744,"entropy_inten_ch_4":2.96029,"eq_circ_diam_ch_1":22.37123,"eq_ellipse_lwr_ch_1":4.25099,"eq_ellipse_oblate_vol_ch_1":1224.6545,"eq_ellipse_prolate_vol_ch_1":288.08678,"eq_sphere_area_ch_1":1572.27891,"eq_sphere_vol_ch_1":5862.30213,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.47459,"fiber_length_ch_1":64.6273,"fiber_width_ch_1":6.43081,"inten_cooc_asm_ch_3":0.00564,"inten_cooc_asm_ch_4":0.23121,"inten_cooc_contrast_ch_3":29.69212,"inten_cooc_contrast_ch_4":4.89749,"inten_cooc_entropy_ch_3":7.78368,"inten_cooc_entropy_ch_4":4.05995,"inten_cooc_max_ch_3":0.02586,"inten_cooc_max_ch_4":0.49713,"kurt_inten_ch_1":-0.11316,"kurt_inten_ch_3":-0.02695,"kurt_inten_ch_4":1.74414,"length_ch_1":56.36452,"neighbor_avg_dist_ch_1":231.31827,"neighbor_min_dist_ch_1":36.92817,"neighbor_var_dist_ch_1":111.76333,"perim_ch_1":142.11621,"shape_bfr_ch_1":0.43148,"shape_lwr_ch_1":3.48741,"shape_p_2_a_ch_1":3.86717,"skew_inten_ch_1":0.54552,"skew_inten_ch_3":0.27371,"skew_inten_ch_4":1.54713,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":9,"total_inten_ch_1":20685,"total_inten_ch_2":1318,"total_inten_ch_3":49977,"total_inten_ch_4":2381,"var_inten_ch_1":30.78001,"var_inten_ch_3":73.8728,"var_inten_ch_4":9.95339,"width_ch_1":16.16228}
{"case":"Test","class":"WS","angle_ch_1":121.50821,"area_ch_1":258,"avg_inten_ch_1":249.02834,"avg_inten_ch_2":646.04453,"avg_inten_ch_3":252.81781,"avg_inten_ch_4":207.95547,"convex_hull_area_ratio_ch_1":1.02144,"convex_hull_perim_ratio_ch_1":0.97737,"diff_inten_density_ch_1":100.33188,"diff_inten_density_ch_3":159.9738,"diff_inten_density_ch_4":149.91266,"entropy_inten_ch_1":7.42999,"entropy_inten_ch_3":6.20357,"entropy_inten_ch_4":6.05946,"eq_circ_diam_ch_1":18.15611,"eq_ellipse_lwr_ch_1":1.29528,"eq_ellipse_oblate_vol_ch_1":361.36698,"eq_ellipse_prolate_vol_ch_1":278.98798,"eq_sphere_area_ch_1":1035.60771,"eq_sphere_vol_ch_1":3133.76716,"fiber_align_2_ch_3":1.3244,"fiber_align_2_ch_4":1.6431,"fiber_length_ch_1":15.57984,"fiber_width_ch_1":15.57984,"inten_cooc_asm_ch_3":0.06494,"inten_cooc_asm_ch_4":0.05787,"inten_cooc_contrast_ch_3":3.97368,"inten_cooc_contrast_ch_4":4.71388,"inten_cooc_entropy_ch_3":5.80832,"inten_cooc_entropy_ch_4":5.92039,"inten_cooc_max_ch_3":0.24561,"inten_cooc_max_ch_4":0.23043,"kurt_inten_ch_1":0.33321,"kurt_inten_ch_3":0.53216,"kurt_inten_ch_4":0.15694,"length_ch_1":21.59727,"neighbor_avg_dist_ch_1":272.33539,"neighbor_min_dist_ch_1":25.77887,"neighbor_var_dist_ch_1":138.16943,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.68225,"shape_lwr_ch_1":1.22916,"shape_p_2_a_ch_1":1.1495,"skew_inten_ch_1":0.43818,"skew_inten_ch_3":1.06134,"skew_inten_ch_4":1.09463,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":61510,"total_inten_ch_2":159327,"total_inten_ch_3":62446,"total_inten_ch_4":51365,"var_inten_ch_1":98.59505,"var_inten_ch_3":263.58212,"var_inten_ch_4":243.66985,"width_ch_1":17.57074}
{"case":"Train","class":"WS","angle_ch_1":164.83169,"area_ch_1":245,"avg_inten_ch_1":116.71368,"avg_inten_ch_2":312.37179,"avg_inten_ch_3":237.87179,"avg_inten_ch_4":327.78632,"convex_hull_area_ratio_ch_1":1.06517,"convex_hull_perim_ratio_ch_1":0.92724,"diff_inten_density_ch_1":90.68765,"diff_inten_density_ch_3":191.66667,"diff_inten_density_ch_4":250.51515,"entropy_inten_ch_1":6.08446,"entropy_inten_ch_3":5.50657,"entropy_inten_ch_4":6.21853,"eq_circ_diam_ch_1":17.67186,"eq_ellipse_lwr_ch_1":1.25957,"eq_ellipse_oblate_vol_ch_1":328.59118,"eq_ellipse_prolate_vol_ch_1":260.87639,"eq_sphere_area_ch_1":981.10204,"eq_sphere_vol_ch_1":2889.64893,"fiber_align_2_ch_3":1.5288,"fiber_align_2_ch_4":1.38393,"fiber_length_ch_1":20.44552,"fiber_width_ch_1":12.58612,"inten_cooc_asm_ch_3":0.11104,"inten_cooc_asm_ch_4":0.04526,"inten_cooc_contrast_ch_3":4.02018,"inten_cooc_contrast_ch_4":8.27057,"inten_cooc_entropy_ch_3":5.28728,"inten_cooc_entropy_ch_4":6.20564,"inten_cooc_max_ch_3":0.32407,"inten_cooc_max_ch_4":0.20188,"kurt_inten_ch_1":0.9784,"kurt_inten_ch_3":1.61102,"kurt_inten_ch_4":-0.39108,"length_ch_1":21.45354,"neighbor_avg_dist_ch_1":180.88915,"neighbor_min_dist_ch_1":34.53745,"neighbor_var_dist_ch_1":75.84315,"perim_ch_1":66.06327,"shape_bfr_ch_1":0.6564,"shape_lwr_ch_1":1.23172,"shape_p_2_a_ch_1":1.34964,"skew_inten_ch_1":1.3075,"skew_inten_ch_3":1.45093,"skew_inten_ch_4":0.66074,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":27311,"total_inten_ch_2":72862,"total_inten_ch_3":55662,"total_inten_ch_4":76702,"var_inten_ch_1":138.31075,"var_inten_ch_3":310.57501,"var_inten_ch_4":303.16959,"width_ch_1":17.41757}
{"case":"Test","class":"PS","angle_ch_1":140.24186,"area_ch_1":811,"avg_inten_ch_1":60.48966,"avg_inten_ch_2":146.33333,"avg_inten_ch_3":110.0155,"avg_inten_ch_4":242.29974,"convex_hull_area_ratio_ch_1":1.44406,"convex_hull_perim_ratio_ch_1":0.80145,"diff_inten_density_ch_1":58.2233,"diff_inten_density_ch_3":95.20666,"diff_inten_density_ch_4":163.64494,"entropy_inten_ch_1":6.87781,"entropy_inten_ch_3":6.79958,"entropy_inten_ch_4":7.60068,"eq_circ_diam_ch_1":32.13991,"eq_ellipse_lwr_ch_1":3.02953,"eq_ellipse_oblate_vol_ch_1":3065.63794,"eq_ellipse_prolate_vol_ch_1":1011.91753,"eq_sphere_area_ch_1":3245.18367,"eq_sphere_vol_ch_1":17383.32048,"fiber_align_2_ch_3":1.68498,"fiber_align_2_ch_4":1.51012,"fiber_length_ch_1":79.98167,"fiber_width_ch_1":10.51375,"inten_cooc_asm_ch_3":0.04604,"inten_cooc_asm_ch_4":0.01949,"inten_cooc_contrast_ch_3":8.51776,"inten_cooc_contrast_ch_4":10.35244,"inten_cooc_entropy_ch_3":6.49083,"inten_cooc_entropy_ch_4":7.0819,"inten_cooc_max_ch_3":0.20474,"inten_cooc_max_ch_4":0.12017,"kurt_inten_ch_1":3.18557,"kurt_inten_ch_3":4.27159,"kurt_inten_ch_4":-1.00189,"length_ch_1":61.21826,"neighbor_avg_dist_ch_1":175.00024,"neighbor_min_dist_ch_1":36.70039,"neighbor_var_dist_ch_1":75.2667,"perim_ch_1":180.99084,"shape_bfr_ch_1":0.50805,"shape_lwr_ch_1":2.34686,"shape_p_2_a_ch_1":3.09994,"skew_inten_ch_1":1.5109,"skew_inten_ch_3":1.7276,"skew_inten_ch_4":0.31203,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":6,"total_inten_ch_1":46819,"total_inten_ch_2":112489,"total_inten_ch_3":85152,"total_inten_ch_4":187540,"var_inten_ch_1":52.65724,"var_inten_ch_3":119.65357,"var_inten_ch_4":194.08052,"width_ch_1":26.08522}
{"case":"Train","class":"PS","angle_ch_1":49.33518,"area_ch_1":297,"avg_inten_ch_1":26.05634,"avg_inten_ch_2":4.90493,"avg_inten_ch_3":50.72183,"avg_inten_ch_4":122.4331,"convex_hull_area_ratio_ch_1":1.2944,"convex_hull_perim_ratio_ch_1":0.72969,"diff_inten_density_ch_1":36.89452,"diff_inten_density_ch_3":50.33469,"diff_inten_density_ch_4":88.05477,"entropy_inten_ch_1":5.72176,"entropy_inten_ch_3":6.44425,"entropy_inten_ch_4":6.59528,"eq_circ_diam_ch_1":19.46854,"eq_ellipse_lwr_ch_1":3.11374,"eq_ellipse_oblate_vol_ch_1":690.78098,"eq_ellipse_prolate_vol_ch_1":221.84914,"eq_sphere_area_ch_1":1190.73923,"eq_sphere_vol_ch_1":3863.65915,"fiber_align_2_ch_3":1.92384,"fiber_align_2_ch_4":1.78166,"fiber_length_ch_1":53.69048,"fiber_width_ch_1":6.01789,"inten_cooc_asm_ch_3":0.0065,"inten_cooc_asm_ch_4":0.01468,"inten_cooc_contrast_ch_3":21.68592,"inten_cooc_contrast_ch_4":10.96653,"inten_cooc_entropy_ch_3":7.55547,"inten_cooc_entropy_ch_4":6.98841,"inten_cooc_max_ch_3":0.01626,"inten_cooc_max_ch_4":0.10931,"kurt_inten_ch_1":0.36534,"kurt_inten_ch_3":4.78731,"kurt_inten_ch_4":-0.87814,"length_ch_1":36.42191,"neighbor_avg_dist_ch_1":264.0597,"neighbor_min_dist_ch_1":45.05925,"neighbor_var_dist_ch_1":145.83836,"perim_ch_1":119.41674,"shape_bfr_ch_1":0.56611,"shape_lwr_ch_1":2.52274,"shape_p_2_a_ch_1":3.51218,"skew_inten_ch_1":0.75915,"skew_inten_ch_3":1.92606,"skew_inten_ch_4":0.29736,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":7400,"total_inten_ch_2":1110,"total_inten_ch_3":14405,"total_inten_ch_4":34771,"var_inten_ch_1":19.29379,"var_inten_ch_3":43.91112,"var_inten_ch_4":91.38704,"width_ch_1":14.43743}
{"case":"Train","class":"PS","angle_ch_1":25.95695,"area_ch_1":167,"avg_inten_ch_1":68.98125,"avg_inten_ch_2":2.05625,"avg_inten_ch_3":129.0625,"avg_inten_ch_4":43.84375,"convex_hull_area_ratio_ch_1":1.09851,"convex_hull_perim_ratio_ch_1":0.96226,"diff_inten_density_ch_1":61.46528,"diff_inten_density_ch_3":81.55556,"diff_inten_density_ch_4":31.52083,"entropy_inten_ch_1":6.41531,"entropy_inten_ch_3":5.43555,"entropy_inten_ch_4":4.2234,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":1.17447,"eq_ellipse_oblate_vol_ch_1":179.40012,"eq_ellipse_prolate_vol_ch_1":152.74969,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.27922,"fiber_align_2_ch_4":1.02679,"fiber_length_ch_1":19.04529,"fiber_width_ch_1":9.21861,"inten_cooc_asm_ch_3":0.08161,"inten_cooc_asm_ch_4":0.16483,"inten_cooc_contrast_ch_3":3.89605,"inten_cooc_contrast_ch_4":1.97222,"inten_cooc_entropy_ch_3":5.46167,"inten_cooc_entropy_ch_4":4.44367,"inten_cooc_max_ch_3":0.27397,"inten_cooc_max_ch_4":0.40141,"kurt_inten_ch_1":3.1188,"kurt_inten_ch_3":0.09091,"kurt_inten_ch_4":1.50709,"length_ch_1":18.28913,"neighbor_avg_dist_ch_1":220.31904,"neighbor_min_dist_ch_1":19.87879,"neighbor_var_dist_ch_1":87.44496,"perim_ch_1":56.5278,"shape_bfr_ch_1":0.54194,"shape_lwr_ch_1":1.08089,"shape_p_2_a_ch_1":1.4483,"skew_inten_ch_1":1.61971,"skew_inten_ch_3":0.79417,"skew_inten_ch_4":1.52648,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":11037,"total_inten_ch_2":170,"total_inten_ch_3":20650,"total_inten_ch_4":7015,"var_inten_ch_1":49.99856,"var_inten_ch_3":124.84629,"var_inten_ch_4":62.21561,"width_ch_1":16.92049}
{"case":"Test","class":"WS","angle_ch_1":108.50895,"area_ch_1":309,"avg_inten_ch_1":85.89492,"avg_inten_ch_2":145.81356,"avg_inten_ch_3":121.72542,"avg_inten_ch_4":16.30169,"convex_hull_area_ratio_ch_1":1.24032,"convex_hull_perim_ratio_ch_1":0.83817,"diff_inten_density_ch_1":69.45149,"diff_inten_density_ch_3":53.06716,"diff_inten_density_ch_4":14.79478,"entropy_inten_ch_1":6.97718,"entropy_inten_ch_3":3.93139,"entropy_inten_ch_4":3.99659,"eq_circ_diam_ch_1":19.84199,"eq_ellipse_lwr_ch_1":1.99096,"eq_ellipse_oblate_vol_ch_1":584.77079,"eq_ellipse_prolate_vol_ch_1":293.71321,"eq_sphere_area_ch_1":1236.85941,"eq_sphere_vol_ch_1":4090.29207,"fiber_align_2_ch_3":1.01585,"fiber_align_2_ch_4":1.56921,"fiber_length_ch_1":36.71565,"fiber_width_ch_1":8.85011,"inten_cooc_asm_ch_3":0.32168,"inten_cooc_asm_ch_4":0.18776,"inten_cooc_contrast_ch_3":0.5183,"inten_cooc_contrast_ch_4":3.53443,"inten_cooc_entropy_ch_3":3.23531,"inten_cooc_entropy_ch_4":4.56364,"inten_cooc_max_ch_3":0.56554,"inten_cooc_max_ch_4":0.43446,"kurt_inten_ch_1":1.85374,"kurt_inten_ch_3":0.80766,"kurt_inten_ch_4":0.74319,"length_ch_1":28.81728,"neighbor_avg_dist_ch_1":250.05175,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":116.99274,"perim_ch_1":91.13153,"shape_bfr_ch_1":0.6255,"shape_lwr_ch_1":1.67987,"shape_p_2_a_ch_1":2.03388,"skew_inten_ch_1":1.26887,"skew_inten_ch_3":1.41936,"skew_inten_ch_4":1.30811,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":25339,"total_inten_ch_2":42721,"total_inten_ch_3":35909,"total_inten_ch_4":4809,"var_inten_ch_1":56.52441,"var_inten_ch_3":186.96606,"var_inten_ch_4":22.17558,"width_ch_1":17.15451}
{"case":"Train","class":"PS","angle_ch_1":23.1423,"area_ch_1":192,"avg_inten_ch_1":141.14674,"avg_inten_ch_2":162.77174,"avg_inten_ch_3":233.02717,"avg_inten_ch_4":615.49457,"convex_hull_area_ratio_ch_1":1.33333,"convex_hull_perim_ratio_ch_1":0.92573,"diff_inten_density_ch_1":91.42073,"diff_inten_density_ch_3":164.70732,"diff_inten_density_ch_4":395.13415,"entropy_inten_ch_1":6.88561,"entropy_inten_ch_3":5.793,"entropy_inten_ch_4":7.03312,"eq_circ_diam_ch_1":15.67051,"eq_ellipse_lwr_ch_1":2.50222,"eq_ellipse_oblate_vol_ch_1":322.93186,"eq_ellipse_prolate_vol_ch_1":129.05822,"eq_sphere_area_ch_1":771.46485,"eq_sphere_vol_ch_1":2014.87464,"fiber_align_2_ch_3":1.33717,"fiber_align_2_ch_4":1.72688,"fiber_length_ch_1":28.0151,"fiber_width_ch_1":7.23981,"inten_cooc_asm_ch_3":0.06216,"inten_cooc_asm_ch_4":0.01308,"inten_cooc_contrast_ch_3":3.81645,"inten_cooc_contrast_ch_4":10.37799,"inten_cooc_entropy_ch_3":5.67178,"inten_cooc_entropy_ch_4":6.77693,"inten_cooc_max_ch_3":0.24074,"inten_cooc_max_ch_4":0.07831,"kurt_inten_ch_1":1.75713,"kurt_inten_ch_3":1.47144,"kurt_inten_ch_4":-0.12201,"length_ch_1":24.33272,"neighbor_avg_dist_ch_1":214.33706,"neighbor_min_dist_ch_1":22.36034,"neighbor_var_dist_ch_1":102.00502,"perim_ch_1":70.50982,"shape_bfr_ch_1":0.5895,"shape_lwr_ch_1":1.80971,"shape_p_2_a_ch_1":1.9506,"skew_inten_ch_1":1.20655,"skew_inten_ch_3":1.32467,"skew_inten_ch_4":0.75132,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":25971,"total_inten_ch_2":29767,"total_inten_ch_3":42877,"total_inten_ch_4":113251,"var_inten_ch_1":99.67881,"var_inten_ch_3":265.91913,"var_inten_ch_4":458.70976,"width_ch_1":13.44565}
{"case":"Test","class":"PS","angle_ch_1":110.71272,"area_ch_1":265,"avg_inten_ch_1":22.93676,"avg_inten_ch_2":195.8419,"avg_inten_ch_3":15.67194,"avg_inten_ch_4":73.47036,"convex_hull_area_ratio_ch_1":1.21547,"convex_hull_perim_ratio_ch_1":0.72528,"diff_inten_density_ch_1":36.25446,"diff_inten_density_ch_3":21.71875,"diff_inten_density_ch_4":39.29018,"entropy_inten_ch_1":5.61522,"entropy_inten_ch_3":3.63426,"entropy_inten_ch_4":5.39431,"eq_circ_diam_ch_1":18.3753,"eq_ellipse_lwr_ch_1":1.22228,"eq_ellipse_oblate_vol_ch_1":363.90467,"eq_ellipse_prolate_vol_ch_1":297.72619,"eq_sphere_area_ch_1":1060.76417,"eq_sphere_vol_ch_1":3248.64367,"fiber_align_2_ch_3":1.67595,"fiber_align_2_ch_4":1.33306,"fiber_length_ch_1":39.66298,"fiber_width_ch_1":7.17502,"inten_cooc_asm_ch_3":0.19887,"inten_cooc_asm_ch_4":0.08109,"inten_cooc_contrast_ch_3":5.16352,"inten_cooc_contrast_ch_4":3.39169,"inten_cooc_entropy_ch_3":4.3885,"inten_cooc_entropy_ch_4":5.34357,"inten_cooc_max_ch_3":0.44144,"inten_cooc_max_ch_4":0.27928,"kurt_inten_ch_1":0.70908,"kurt_inten_ch_3":2.99922,"kurt_inten_ch_4":0.18692,"length_ch_1":21.68745,"neighbor_avg_dist_ch_1":268.12111,"neighbor_min_dist_ch_1":20.11467,"neighbor_var_dist_ch_1":123.73724,"perim_ch_1":93.67599,"shape_bfr_ch_1":0.59728,"shape_lwr_ch_1":1.05935,"shape_p_2_a_ch_1":2.45378,"skew_inten_ch_1":0.77132,"skew_inten_ch_3":1.92628,"skew_inten_ch_4":1.24439,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5803,"total_inten_ch_2":49296,"total_inten_ch_3":3965,"total_inten_ch_4":18588,"var_inten_ch_1":16.98907,"var_inten_ch_3":26.18057,"var_inten_ch_4":96.38721,"width_ch_1":20.47246}
{"case":"Train","class":"PS","angle_ch_1":121.36805,"area_ch_1":498,"avg_inten_ch_1":22.7416,"avg_inten_ch_2":162.37605,"avg_inten_ch_3":24.31303,"avg_inten_ch_4":54.80042,"convex_hull_area_ratio_ch_1":1.3156,"convex_hull_perim_ratio_ch_1":0.78857,"diff_inten_density_ch_1":35.93226,"diff_inten_density_ch_3":21.4271,"diff_inten_density_ch_4":38.62342,"entropy_inten_ch_1":5.7087,"entropy_inten_ch_3":4.95926,"entropy_inten_ch_4":4.39944,"eq_circ_diam_ch_1":25.20448,"eq_ellipse_lwr_ch_1":2.46191,"eq_ellipse_oblate_vol_ch_1":1332.81057,"eq_ellipse_prolate_vol_ch_1":541.37168,"eq_sphere_area_ch_1":1995.74603,"eq_sphere_vol_ch_1":8383.6227,"fiber_align_2_ch_3":1.43548,"fiber_align_2_ch_4":1.32942,"fiber_length_ch_1":56.33167,"fiber_width_ch_1":9.27114,"inten_cooc_asm_ch_3":0.08859,"inten_cooc_asm_ch_4":0.22705,"inten_cooc_contrast_ch_3":7.00694,"inten_cooc_contrast_ch_4":2.6678,"inten_cooc_entropy_ch_3":5.75042,"inten_cooc_entropy_ch_4":4.20253,"inten_cooc_max_ch_3":0.29157,"inten_cooc_max_ch_4":0.47836,"kurt_inten_ch_1":0.32091,"kurt_inten_ch_3":1.07709,"kurt_inten_ch_4":-0.11827,"length_ch_1":41.93701,"neighbor_avg_dist_ch_1":246.51638,"neighbor_min_dist_ch_1":31.7546,"neighbor_var_dist_ch_1":117.37611,"perim_ch_1":131.20562,"shape_bfr_ch_1":0.51383,"shape_lwr_ch_1":1.81123,"shape_p_2_a_ch_1":2.62305,"skew_inten_ch_1":0.86788,"skew_inten_ch_3":1.21101,"skew_inten_ch_4":1.06271,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":10,"total_inten_ch_1":10825,"total_inten_ch_2":76816,"total_inten_ch_3":11573,"total_inten_ch_4":26085,"var_inten_ch_1":18.21759,"var_inten_ch_3":28.05271,"var_inten_ch_4":72.68731,"width_ch_1":23.15393}
{"case":"Test","class":"WS","angle_ch_1":126.41394,"area_ch_1":534,"avg_inten_ch_1":24.86078,"avg_inten_ch_2":153.17843,"avg_inten_ch_3":2.96078,"avg_inten_ch_4":19.92157,"convex_hull_area_ratio_ch_1":1.12876,"convex_hull_perim_ratio_ch_1":0.84842,"diff_inten_density_ch_1":36.28481,"diff_inten_density_ch_3":6.85654,"diff_inten_density_ch_4":18.17932,"entropy_inten_ch_1":5.75742,"entropy_inten_ch_3":2.20318,"entropy_inten_ch_4":4.49304,"eq_circ_diam_ch_1":26.08911,"eq_ellipse_lwr_ch_1":1.95888,"eq_ellipse_oblate_vol_ch_1":1318.50311,"eq_ellipse_prolate_vol_ch_1":673.08897,"eq_sphere_area_ch_1":2138.29932,"eq_sphere_vol_ch_1":9297.72207,"fiber_align_2_ch_3":1.52966,"fiber_align_2_ch_4":1.42888,"fiber_length_ch_1":45.31998,"fiber_width_ch_1":12.3044,"inten_cooc_asm_ch_3":0.32562,"inten_cooc_asm_ch_4":0.14219,"inten_cooc_contrast_ch_3":3.49128,"inten_cooc_contrast_ch_4":5.6764,"inten_cooc_entropy_ch_3":3.07721,"inten_cooc_entropy_ch_4":5.0671,"inten_cooc_max_ch_3":0.56383,"inten_cooc_max_ch_4":0.37657,"kurt_inten_ch_1":0.16021,"kurt_inten_ch_3":20.34392,"kurt_inten_ch_4":6.37552,"length_ch_1":37.12917,"neighbor_avg_dist_ch_1":269.76479,"neighbor_min_dist_ch_1":29.761,"neighbor_var_dist_ch_1":132.0096,"perim_ch_1":115.24875,"shape_bfr_ch_1":0.66791,"shape_lwr_ch_1":1.72242,"shape_p_2_a_ch_1":1.89544,"skew_inten_ch_1":0.64065,"skew_inten_ch_3":4.07447,"skew_inten_ch_4":2.26691,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":12679,"total_inten_ch_2":77612,"total_inten_ch_3":1510,"total_inten_ch_4":10160,"var_inten_ch_1":18.32191,"var_inten_ch_3":7.3497,"var_inten_ch_4":28.59367,"width_ch_1":21.55635}
{"case":"Test","class":"PS","angle_ch_1":163.97181,"area_ch_1":1221,"avg_inten_ch_1":73.3133,"avg_inten_ch_2":45.18712,"avg_inten_ch_3":4.03605,"avg_inten_ch_4":3.06781,"convex_hull_area_ratio_ch_1":1.1584,"convex_hull_perim_ratio_ch_1":0.81521,"diff_inten_density_ch_1":64.39973,"diff_inten_density_ch_3":7.97251,"diff_inten_density_ch_4":6.25192,"entropy_inten_ch_1":7.02477,"entropy_inten_ch_3":3.23725,"entropy_inten_ch_4":2.6273,"eq_circ_diam_ch_1":39.43095,"eq_ellipse_lwr_ch_1":2.11383,"eq_ellipse_oblate_vol_ch_1":4728.74344,"eq_ellipse_prolate_vol_ch_1":2237.04709,"eq_sphere_area_ch_1":4884.54649,"eq_sphere_vol_ch_1":32100.38076,"fiber_align_2_ch_3":1.56396,"fiber_align_2_ch_4":1.76236,"fiber_length_ch_1":77.9188,"fiber_width_ch_1":16.07212,"inten_cooc_asm_ch_3":0.10242,"inten_cooc_asm_ch_4":0.21084,"inten_cooc_contrast_ch_3":15.5812,"inten_cooc_contrast_ch_4":5.89298,"inten_cooc_entropy_ch_3":5.47505,"inten_cooc_entropy_ch_4":4.0081,"inten_cooc_max_ch_3":0.31478,"inten_cooc_max_ch_4":0.45073,"kurt_inten_ch_1":4.71532,"kurt_inten_ch_3":3.98411,"kurt_inten_ch_4":11.68123,"length_ch_1":61.32361,"neighbor_avg_dist_ch_1":231.99926,"neighbor_min_dist_ch_1":32.66578,"neighbor_var_dist_ch_1":117.03395,"perim_ch_1":187.98184,"shape_bfr_ch_1":0.61221,"shape_lwr_ch_1":1.88536,"shape_p_2_a_ch_1":2.24545,"skew_inten_ch_1":1.46088,"skew_inten_ch_3":1.87804,"skew_inten_ch_4":3.06434,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":19,"total_inten_ch_1":85410,"total_inten_ch_2":51479,"total_inten_ch_3":4702,"total_inten_ch_4":3574,"var_inten_ch_1":62.56366,"var_inten_ch_3":5.77567,"var_inten_ch_4":6.07547,"width_ch_1":32.52618}
{"case":"Test","class":"WS","angle_ch_1":124.94883,"area_ch_1":274,"avg_inten_ch_1":537.15267,"avg_inten_ch_2":630.84733,"avg_inten_ch_3":52.96947,"avg_inten_ch_4":384.46565,"convex_hull_area_ratio_ch_1":1.02022,"convex_hull_perim_ratio_ch_1":0.98252,"diff_inten_density_ch_1":196.53498,"diff_inten_density_ch_3":36.32922,"diff_inten_density_ch_4":238.64609,"entropy_inten_ch_1":7.7481,"entropy_inten_ch_3":6.47214,"entropy_inten_ch_4":7.44998,"eq_circ_diam_ch_1":18.69928,"eq_ellipse_lwr_ch_1":1.2542,"eq_ellipse_oblate_vol_ch_1":388.46884,"eq_ellipse_prolate_vol_ch_1":309.73536,"eq_sphere_area_ch_1":1098.49887,"eq_sphere_vol_ch_1":3423.52287,"fiber_align_2_ch_3":1.03484,"fiber_align_2_ch_4":1.41346,"fiber_length_ch_1":16.45371,"fiber_width_ch_1":16.45371,"inten_cooc_asm_ch_3":0.00722,"inten_cooc_asm_ch_4":0.01087,"inten_cooc_contrast_ch_3":15.94098,"inten_cooc_contrast_ch_4":11.47636,"inten_cooc_entropy_ch_3":7.41514,"inten_cooc_entropy_ch_4":7.19103,"inten_cooc_max_ch_3":0.02479,"inten_cooc_max_ch_4":0.07025,"kurt_inten_ch_1":-0.95926,"kurt_inten_ch_3":2.50975,"kurt_inten_ch_4":-0.75406,"length_ch_1":22.98222,"neighbor_avg_dist_ch_1":281.60888,"neighbor_min_dist_ch_1":43.2067,"neighbor_var_dist_ch_1":127.45941,"perim_ch_1":65.81485,"shape_bfr_ch_1":0.62202,"shape_lwr_ch_1":1.19633,"shape_p_2_a_ch_1":1.20901,"skew_inten_ch_1":-0.0483,"skew_inten_ch_3":1.33015,"skew_inten_ch_4":0.22928,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":140734,"total_inten_ch_2":165021,"total_inten_ch_3":13878,"total_inten_ch_4":100730,"var_inten_ch_1":249.97985,"var_inten_ch_3":33.88608,"var_inten_ch_4":249.04545,"width_ch_1":19.21062}
{"case":"Test","class":"WS","angle_ch_1":99.8928,"area_ch_1":325,"avg_inten_ch_1":48.70418,"avg_inten_ch_2":179.1254,"avg_inten_ch_3":22.41158,"avg_inten_ch_4":129.95498,"convex_hull_area_ratio_ch_1":1.04206,"convex_hull_perim_ratio_ch_1":0.95522,"diff_inten_density_ch_1":48.36788,"diff_inten_density_ch_3":26.97237,"diff_inten_density_ch_4":94.02591,"entropy_inten_ch_1":6.35793,"entropy_inten_ch_3":4.6156,"entropy_inten_ch_4":6.94039,"eq_circ_diam_ch_1":20.37297,"eq_ellipse_lwr_ch_1":1.74734,"eq_ellipse_oblate_vol_ch_1":592.99537,"eq_ellipse_prolate_vol_ch_1":339.36962,"eq_sphere_area_ch_1":1303.94331,"eq_sphere_vol_ch_1":4427.53374,"fiber_align_2_ch_3":1.64952,"fiber_align_2_ch_4":1.15015,"fiber_length_ch_1":22.02795,"fiber_width_ch_1":15.27458,"inten_cooc_asm_ch_3":0.09683,"inten_cooc_asm_ch_4":0.01308,"inten_cooc_contrast_ch_3":8.24807,"inten_cooc_contrast_ch_4":9.29808,"inten_cooc_entropy_ch_3":5.50186,"inten_cooc_entropy_ch_4":7.0847,"inten_cooc_max_ch_3":0.30952,"inten_cooc_max_ch_4":0.08844,"kurt_inten_ch_1":-0.40482,"kurt_inten_ch_3":0.50537,"kurt_inten_ch_4":-0.29235,"length_ch_1":26.62183,"neighbor_avg_dist_ch_1":261.10054,"neighbor_min_dist_ch_1":22.4539,"neighbor_var_dist_ch_1":135.91201,"perim_ch_1":74.60506,"shape_bfr_ch_1":0.77571,"shape_lwr_ch_1":1.68646,"shape_p_2_a_ch_1":1.31638,"skew_inten_ch_1":0.24351,"skew_inten_ch_3":1.14996,"skew_inten_ch_4":0.76431,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":15147,"total_inten_ch_2":55398,"total_inten_ch_3":6970,"total_inten_ch_4":40416,"var_inten_ch_1":27.1914,"var_inten_ch_3":27.3086,"var_inten_ch_4":111.74329,"width_ch_1":15.78559}
{"case":"Train","class":"WS","angle_ch_1":64.40731,"area_ch_1":219,"avg_inten_ch_1":96.94258,"avg_inten_ch_2":367.08612,"avg_inten_ch_3":185.66507,"avg_inten_ch_4":480.97129,"convex_hull_area_ratio_ch_1":1.02299,"convex_hull_perim_ratio_ch_1":0.9754,"diff_inten_density_ch_1":66.24675,"diff_inten_density_ch_3":112.43896,"diff_inten_density_ch_4":303.95065,"entropy_inten_ch_1":6.89438,"entropy_inten_ch_3":6.85423,"entropy_inten_ch_4":7.31113,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":1.09235,"eq_ellipse_oblate_vol_ch_1":258.29814,"eq_ellipse_prolate_vol_ch_1":236.46163,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.1064,"fiber_align_2_ch_4":1.43574,"fiber_length_ch_1":14.34399,"fiber_width_ch_1":14.34399,"inten_cooc_asm_ch_3":0.0164,"inten_cooc_asm_ch_4":0.00797,"inten_cooc_contrast_ch_3":6.93058,"inten_cooc_contrast_ch_4":11.59359,"inten_cooc_entropy_ch_3":6.74824,"inten_cooc_entropy_ch_4":7.24831,"inten_cooc_max_ch_3":0.09326,"inten_cooc_max_ch_4":0.03125,"kurt_inten_ch_1":0.11232,"kurt_inten_ch_3":0.05107,"kurt_inten_ch_4":-0.95803,"length_ch_1":19.23519,"neighbor_avg_dist_ch_1":226.52415,"neighbor_min_dist_ch_1":58.50066,"neighbor_var_dist_ch_1":114.83222,"perim_ch_1":57.37596,"shape_bfr_ch_1":0.62195,"shape_lwr_ch_1":1.05042,"shape_p_2_a_ch_1":1.14908,"skew_inten_ch_1":0.80997,"skew_inten_ch_3":0.88224,"skew_inten_ch_4":0.22728,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":20261,"total_inten_ch_2":76513,"total_inten_ch_3":38804,"total_inten_ch_4":100523,"var_inten_ch_1":70.51693,"var_inten_ch_3":164.48587,"var_inten_ch_4":322.79359,"width_ch_1":18.31182}
{"case":"Test","class":"PS","angle_ch_1":110.38627,"area_ch_1":798,"avg_inten_ch_1":49.91732,"avg_inten_ch_2":33.47638,"avg_inten_ch_3":67.2874,"avg_inten_ch_4":35.31496,"convex_hull_area_ratio_ch_1":1.18055,"convex_hull_perim_ratio_ch_1":0.86127,"diff_inten_density_ch_1":52.31433,"diff_inten_density_ch_3":46.81363,"diff_inten_density_ch_4":31.23366,"entropy_inten_ch_1":6.70851,"entropy_inten_ch_3":6.95309,"entropy_inten_ch_4":6.20166,"eq_circ_diam_ch_1":31.88979,"eq_ellipse_lwr_ch_1":2.28668,"eq_ellipse_oblate_vol_ch_1":2601.69423,"eq_ellipse_prolate_vol_ch_1":1137.76288,"eq_sphere_area_ch_1":3194.87075,"eq_sphere_vol_ch_1":16980.62819,"fiber_align_2_ch_3":1.01029,"fiber_align_2_ch_4":1.11207,"fiber_length_ch_1":58.54994,"fiber_width_ch_1":14.08026,"inten_cooc_asm_ch_3":0.00912,"inten_cooc_asm_ch_4":0.00487,"inten_cooc_contrast_ch_3":13.80146,"inten_cooc_contrast_ch_4":23.52312,"inten_cooc_entropy_ch_3":7.42988,"inten_cooc_entropy_ch_4":7.99096,"inten_cooc_max_ch_3":0.04282,"inten_cooc_max_ch_4":0.01821,"kurt_inten_ch_1":1.87949,"kurt_inten_ch_3":5.93669,"kurt_inten_ch_4":-0.20326,"length_ch_1":51.99156,"neighbor_avg_dist_ch_1":205.16481,"neighbor_min_dist_ch_1":18.11304,"neighbor_var_dist_ch_1":99.09979,"perim_ch_1":145.2604,"shape_bfr_ch_1":0.60967,"shape_lwr_ch_1":2.06331,"shape_p_2_a_ch_1":2.03678,"skew_inten_ch_1":1.1977,"skew_inten_ch_3":2.3114,"skew_inten_ch_4":0.48766,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":23,"total_inten_ch_1":38037,"total_inten_ch_2":24748,"total_inten_ch_3":51273,"total_inten_ch_4":26910,"var_inten_ch_1":37.71369,"var_inten_ch_3":73.82995,"var_inten_ch_4":22.98357,"width_ch_1":25.19818}
{"case":"Train","class":"WS","angle_ch_1":47.31069,"area_ch_1":212,"avg_inten_ch_1":156.04926,"avg_inten_ch_2":214.6601,"avg_inten_ch_3":1.60591,"avg_inten_ch_4":38.74877,"convex_hull_area_ratio_ch_1":1.12587,"convex_hull_perim_ratio_ch_1":0.94466,"diff_inten_density_ch_1":67.43716,"diff_inten_density_ch_3":3.72131,"diff_inten_density_ch_4":22.30601,"entropy_inten_ch_1":7.12699,"entropy_inten_ch_3":0.34795,"entropy_inten_ch_4":3.87135,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":1.876,"eq_ellipse_oblate_vol_ch_1":324.02781,"eq_ellipse_prolate_vol_ch_1":172.7225,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.84942,"fiber_align_2_ch_4":1.04169,"fiber_length_ch_1":25.09664,"fiber_width_ch_1":8.9588,"inten_cooc_asm_ch_3":0.91517,"inten_cooc_asm_ch_4":0.26767,"inten_cooc_contrast_ch_3":0.02732,"inten_cooc_contrast_ch_4":1.13388,"inten_cooc_entropy_ch_3":0.32599,"inten_cooc_entropy_ch_4":3.64465,"inten_cooc_max_ch_3":0.95628,"inten_cooc_max_ch_4":0.51366,"kurt_inten_ch_1":-0.72005,"kurt_inten_ch_3":53.38618,"kurt_inten_ch_4":-0.518,"length_ch_1":26.09912,"neighbor_avg_dist_ch_1":240.59671,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":107.0016,"perim_ch_1":68.11089,"shape_bfr_ch_1":0.56128,"shape_lwr_ch_1":1.79678,"shape_p_2_a_ch_1":1.64193,"skew_inten_ch_1":0.38859,"skew_inten_ch_3":7.00489,"skew_inten_ch_4":0.95441,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":31678,"total_inten_ch_2":43374,"total_inten_ch_3":326,"total_inten_ch_4":7866,"var_inten_ch_1":83.38691,"var_inten_ch_3":9.48696,"var_inten_ch_4":50.60288,"width_ch_1":14.52546}
{"case":"Train","class":"PS","angle_ch_1":113.74556,"area_ch_1":191,"avg_inten_ch_1":109.22951,"avg_inten_ch_2":2.97814,"avg_inten_ch_3":265.33333,"avg_inten_ch_4":78.37158,"convex_hull_area_ratio_ch_1":1.29688,"convex_hull_perim_ratio_ch_1":0.91287,"diff_inten_density_ch_1":76.77914,"diff_inten_density_ch_3":171.34969,"diff_inten_density_ch_4":39.94479,"entropy_inten_ch_1":6.76765,"entropy_inten_ch_3":6.98496,"entropy_inten_ch_4":4.12926,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":2.10178,"eq_ellipse_oblate_vol_ch_1":293.55674,"eq_ellipse_prolate_vol_ch_1":139.67038,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.18152,"fiber_align_2_ch_4":1.07986,"fiber_length_ch_1":28.49111,"fiber_width_ch_1":7.06367,"inten_cooc_asm_ch_3":0.01211,"inten_cooc_asm_ch_4":0.21708,"inten_cooc_contrast_ch_3":7.03746,"inten_cooc_contrast_ch_4":1.31879,"inten_cooc_entropy_ch_3":6.82179,"inten_cooc_entropy_ch_4":3.9599,"inten_cooc_max_ch_3":0.05625,"inten_cooc_max_ch_4":0.4759,"kurt_inten_ch_1":4.01817,"kurt_inten_ch_3":4.39196,"kurt_inten_ch_4":-0.35245,"length_ch_1":25.67677,"neighbor_avg_dist_ch_1":245.54863,"neighbor_min_dist_ch_1":41.27108,"neighbor_var_dist_ch_1":106.04387,"perim_ch_1":71.10955,"shape_bfr_ch_1":0.50839,"shape_lwr_ch_1":1.74737,"shape_p_2_a_ch_1":1.99942,"skew_inten_ch_1":2.01758,"skew_inten_ch_3":2.08117,"skew_inten_ch_4":1.01364,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":19989,"total_inten_ch_2":363,"total_inten_ch_3":48556,"total_inten_ch_4":14342,"var_inten_ch_1":110.16873,"var_inten_ch_3":278.22066,"var_inten_ch_4":104.78437,"width_ch_1":14.69453}
{"case":"Test","class":"PS","angle_ch_1":68.54136,"area_ch_1":171,"avg_inten_ch_1":157.28049,"avg_inten_ch_2":258.10976,"avg_inten_ch_3":1.04268,"avg_inten_ch_4":56.03659,"convex_hull_area_ratio_ch_1":1.04323,"convex_hull_perim_ratio_ch_1":0.97675,"diff_inten_density_ch_1":74.94595,"diff_inten_density_ch_3":2.40541,"diff_inten_density_ch_4":36.65541,"entropy_inten_ch_1":6.80554,"entropy_inten_ch_3":0.56255,"entropy_inten_ch_4":4.41249,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":1.83617,"eq_ellipse_oblate_vol_ch_1":232.77869,"eq_ellipse_prolate_vol_ch_1":126.77436,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.55163,"fiber_align_2_ch_4":1.09845,"fiber_length_ch_1":14.655,"fiber_width_ch_1":12.40943,"inten_cooc_asm_ch_3":0.85175,"inten_cooc_asm_ch_4":0.1539,"inten_cooc_contrast_ch_3":0.06442,"inten_cooc_contrast_ch_4":2.29372,"inten_cooc_entropy_ch_3":0.59906,"inten_cooc_entropy_ch_4":4.5453,"inten_cooc_max_ch_3":0.92414,"inten_cooc_max_ch_4":0.39073,"kurt_inten_ch_1":0.08047,"kurt_inten_ch_3":16.87084,"kurt_inten_ch_4":0.36962,"length_ch_1":20.72576,"neighbor_avg_dist_ch_1":205.98521,"neighbor_min_dist_ch_1":20.27039,"neighbor_var_dist_ch_1":103.39509,"perim_ch_1":54.12887,"shape_bfr_ch_1":0.65162,"shape_lwr_ch_1":1.6283,"shape_p_2_a_ch_1":1.28206,"skew_inten_ch_1":0.37653,"skew_inten_ch_3":4.22682,"skew_inten_ch_4":1.23733,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":25794,"total_inten_ch_2":42167,"total_inten_ch_3":171,"total_inten_ch_4":9190,"var_inten_ch_1":76.37213,"var_inten_ch_3":4.27607,"var_inten_ch_4":76.64838,"width_ch_1":12.72849}
{"case":"Train","class":"PS","angle_ch_1":110.4432,"area_ch_1":210,"avg_inten_ch_1":264.9403,"avg_inten_ch_2":332.91045,"avg_inten_ch_3":52.1592,"avg_inten_ch_4":142.93532,"convex_hull_area_ratio_ch_1":1.01432,"convex_hull_perim_ratio_ch_1":0.98757,"diff_inten_density_ch_1":97.71351,"diff_inten_density_ch_3":39.71351,"diff_inten_density_ch_4":96.94595,"entropy_inten_ch_1":7.17325,"entropy_inten_ch_3":5.17441,"entropy_inten_ch_4":7.06553,"eq_circ_diam_ch_1":16.37843,"eq_ellipse_lwr_ch_1":1.13921,"eq_ellipse_oblate_vol_ch_1":248.7807,"eq_ellipse_prolate_vol_ch_1":218.38087,"eq_sphere_area_ch_1":842.7415,"eq_sphere_vol_ch_1":2300.46369,"fiber_align_2_ch_3":1.44322,"fiber_align_2_ch_4":1.74137,"fiber_length_ch_1":13.83208,"fiber_width_ch_1":13.83208,"inten_cooc_asm_ch_3":0.09509,"inten_cooc_asm_ch_4":0.00788,"inten_cooc_contrast_ch_3":4.6797,"inten_cooc_contrast_ch_4":12.85998,"inten_cooc_entropy_ch_3":5.33294,"inten_cooc_entropy_ch_4":7.25645,"inten_cooc_max_ch_3":0.29891,"inten_cooc_max_ch_4":0.02688,"kurt_inten_ch_1":-0.77152,"kurt_inten_ch_3":3.89629,"kurt_inten_ch_4":-0.74686,"length_ch_1":18.56762,"neighbor_avg_dist_ch_1":194.49924,"neighbor_min_dist_ch_1":19.04396,"neighbor_var_dist_ch_1":73.23337,"perim_ch_1":55.32834,"shape_bfr_ch_1":0.68622,"shape_lwr_ch_1":1.12289,"shape_p_2_a_ch_1":1.10933,"skew_inten_ch_1":-0.29863,"skew_inten_ch_3":1.64943,"skew_inten_ch_4":0.41119,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":53253,"total_inten_ch_2":66715,"total_inten_ch_3":10484,"total_inten_ch_4":28730,"var_inten_ch_1":122.98318,"var_inten_ch_3":61.59888,"var_inten_ch_4":92.55989,"width_ch_1":16.5355}
{"case":"Test","class":"PS","angle_ch_1":137.78586,"area_ch_1":172,"avg_inten_ch_1":27.69091,"avg_inten_ch_2":252.86061,"avg_inten_ch_3":26.74545,"avg_inten_ch_4":92.55758,"convex_hull_area_ratio_ch_1":1.08911,"convex_hull_perim_ratio_ch_1":0.92429,"diff_inten_density_ch_1":40.59044,"diff_inten_density_ch_3":22.01706,"diff_inten_density_ch_4":62.09898,"entropy_inten_ch_1":5.68258,"entropy_inten_ch_3":4.43909,"entropy_inten_ch_4":5.19375,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.88394,"eq_ellipse_oblate_vol_ch_1":237.94757,"eq_ellipse_prolate_vol_ch_1":126.303,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.53776,"fiber_align_2_ch_4":1.71736,"fiber_length_ch_1":20.87171,"fiber_width_ch_1":8.87646,"inten_cooc_asm_ch_3":0.10757,"inten_cooc_asm_ch_4":0.1014,"inten_cooc_contrast_ch_3":4.94611,"inten_cooc_contrast_ch_4":4.85083,"inten_cooc_entropy_ch_3":5.20259,"inten_cooc_entropy_ch_4":5.25715,"inten_cooc_max_ch_3":0.31973,"inten_cooc_max_ch_4":0.31293,"kurt_inten_ch_1":-0.40728,"kurt_inten_ch_3":-1.01789,"kurt_inten_ch_4":-1.29181,"length_ch_1":21.76298,"neighbor_avg_dist_ch_1":176.5236,"neighbor_min_dist_ch_1":18.87811,"neighbor_var_dist_ch_1":76.06583,"perim_ch_1":59.49633,"shape_bfr_ch_1":0.64099,"shape_lwr_ch_1":1.75536,"shape_p_2_a_ch_1":1.52044,"skew_inten_ch_1":0.46873,"skew_inten_ch_3":0.60716,"skew_inten_ch_4":0.37048,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":4569,"total_inten_ch_2":41558,"total_inten_ch_3":4413,"total_inten_ch_4":15272,"var_inten_ch_1":18.38168,"var_inten_ch_3":28.71293,"var_inten_ch_4":88.72418,"width_ch_1":12.39804}
{"case":"Test","class":"WS","angle_ch_1":18.56481,"area_ch_1":479,"avg_inten_ch_1":59.41138,"avg_inten_ch_2":214.26696,"avg_inten_ch_3":133.08972,"avg_inten_ch_4":113.16193,"convex_hull_area_ratio_ch_1":1.09052,"convex_hull_perim_ratio_ch_1":0.92209,"diff_inten_density_ch_1":63.52975,"diff_inten_density_ch_3":125.00233,"diff_inten_density_ch_4":91.91249,"entropy_inten_ch_1":6.46763,"entropy_inten_ch_3":6.62926,"entropy_inten_ch_4":6.23935,"eq_circ_diam_ch_1":24.69632,"eq_ellipse_lwr_ch_1":2.00166,"eq_ellipse_oblate_vol_ch_1":1130.55278,"eq_ellipse_prolate_vol_ch_1":564.80803,"eq_sphere_area_ch_1":1916.0839,"eq_sphere_vol_ch_1":7886.70499,"fiber_align_2_ch_3":1.52828,"fiber_align_2_ch_4":1.75905,"fiber_length_ch_1":34.50212,"fiber_width_ch_1":14.34711,"inten_cooc_asm_ch_3":0.04813,"inten_cooc_asm_ch_4":0.04498,"inten_cooc_contrast_ch_3":12.61569,"inten_cooc_contrast_ch_4":8.56648,"inten_cooc_entropy_ch_3":6.58612,"inten_cooc_entropy_ch_4":6.38952,"inten_cooc_max_ch_3":0.21528,"inten_cooc_max_ch_4":0.20833,"kurt_inten_ch_1":0.42609,"kurt_inten_ch_3":1.24417,"kurt_inten_ch_4":-0.84681,"length_ch_1":34.64998,"neighbor_avg_dist_ch_1":242.31053,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":117.90761,"perim_ch_1":97.69846,"shape_bfr_ch_1":0.69863,"shape_lwr_ch_1":1.75106,"shape_p_2_a_ch_1":1.53445,"skew_inten_ch_1":0.90614,"skew_inten_ch_3":1.13042,"skew_inten_ch_4":0.56045,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":27151,"total_inten_ch_2":97464,"total_inten_ch_3":60822,"total_inten_ch_4":51715,"var_inten_ch_1":53.96775,"var_inten_ch_3":129.54174,"var_inten_ch_4":108.99039,"width_ch_1":19.78802}
{"case":"Train","class":"PS","angle_ch_1":153.66932,"area_ch_1":493,"avg_inten_ch_1":28.33333,"avg_inten_ch_2":64.46072,"avg_inten_ch_3":53.3758,"avg_inten_ch_4":31.89809,"convex_hull_area_ratio_ch_1":1.37026,"convex_hull_perim_ratio_ch_1":0.66587,"diff_inten_density_ch_1":40.02358,"diff_inten_density_ch_3":42.12972,"diff_inten_density_ch_4":26.6533,"entropy_inten_ch_1":5.96599,"entropy_inten_ch_3":6.56508,"entropy_inten_ch_4":4.08262,"eq_circ_diam_ch_1":25.07175,"eq_ellipse_lwr_ch_1":1.43604,"eq_ellipse_oblate_vol_ch_1":1001.92895,"eq_ellipse_prolate_vol_ch_1":697.70028,"eq_sphere_area_ch_1":1974.78231,"eq_sphere_vol_ch_1":8251.8753,"fiber_align_2_ch_3":1.69247,"fiber_align_2_ch_4":1.5668,"fiber_length_ch_1":68.39634,"fiber_width_ch_1":7.67791,"inten_cooc_asm_ch_3":0.00759,"inten_cooc_asm_ch_4":0.26328,"inten_cooc_contrast_ch_3":17.70646,"inten_cooc_contrast_ch_4":2.09948,"inten_cooc_entropy_ch_3":7.57035,"inten_cooc_entropy_ch_4":3.89355,"inten_cooc_max_ch_3":0.04186,"inten_cooc_max_ch_4":0.51395,"kurt_inten_ch_1":-0.25489,"kurt_inten_ch_3":0.53911,"kurt_inten_ch_4":2.93415,"length_ch_1":37.98159,"neighbor_avg_dist_ch_1":185.40432,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":96.58219,"perim_ch_1":152.14851,"shape_bfr_ch_1":0.42993,"shape_lwr_ch_1":1.25627,"shape_p_2_a_ch_1":3.5079,"skew_inten_ch_1":0.6025,"skew_inten_ch_3":0.76284,"skew_inten_ch_4":1.85052,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":13,"total_inten_ch_1":13345,"total_inten_ch_2":29891,"total_inten_ch_3":25140,"total_inten_ch_4":15024,"var_inten_ch_1":21.07013,"var_inten_ch_3":38.09744,"var_inten_ch_4":50.58203,"width_ch_1":30.23359}
{"case":"Test","class":"PS","angle_ch_1":77.17198,"area_ch_1":228,"avg_inten_ch_1":33.41743,"avg_inten_ch_2":100.1422,"avg_inten_ch_3":47.4633,"avg_inten_ch_4":126.48624,"convex_hull_area_ratio_ch_1":1.15493,"convex_hull_perim_ratio_ch_1":0.90632,"diff_inten_density_ch_1":39.1641,"diff_inten_density_ch_3":43.32821,"diff_inten_density_ch_4":74.67179,"entropy_inten_ch_1":5.95504,"entropy_inten_ch_3":6.15199,"entropy_inten_ch_4":6.70774,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":2.97387,"eq_ellipse_oblate_vol_ch_1":454.01216,"eq_ellipse_prolate_vol_ch_1":152.66697,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.35004,"fiber_align_2_ch_4":1.47463,"fiber_length_ch_1":31.37857,"fiber_width_ch_1":7.70809,"inten_cooc_asm_ch_3":0.01104,"inten_cooc_asm_ch_4":0.01289,"inten_cooc_contrast_ch_3":13.15789,"inten_cooc_contrast_ch_4":8.41697,"inten_cooc_entropy_ch_3":7.09677,"inten_cooc_entropy_ch_4":6.93859,"inten_cooc_max_ch_3":0.07,"inten_cooc_max_ch_4":0.09,"kurt_inten_ch_1":-0.01922,"kurt_inten_ch_3":2.81887,"kurt_inten_ch_4":-0.24274,"length_ch_1":29.76967,"neighbor_avg_dist_ch_1":223.7182,"neighbor_min_dist_ch_1":17.03959,"neighbor_var_dist_ch_1":115.78939,"perim_ch_1":78.17332,"shape_bfr_ch_1":0.5997,"shape_lwr_ch_1":2.32588,"shape_p_2_a_ch_1":2.0106,"skew_inten_ch_1":0.76166,"skew_inten_ch_3":1.63597,"skew_inten_ch_4":0.44278,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7285,"total_inten_ch_2":21614,"total_inten_ch_3":10347,"total_inten_ch_4":27574,"var_inten_ch_1":25.08746,"var_inten_ch_3":46.31188,"var_inten_ch_4":93.22564,"width_ch_1":12.79931}
{"case":"Test","class":"PS","angle_ch_1":122.79419,"area_ch_1":199,"avg_inten_ch_1":30.12105,"avg_inten_ch_2":3.62632,"avg_inten_ch_3":38.23684,"avg_inten_ch_4":70.85263,"convex_hull_area_ratio_ch_1":1.10891,"convex_hull_perim_ratio_ch_1":0.87854,"diff_inten_density_ch_1":44.89412,"diff_inten_density_ch_3":29.61176,"diff_inten_density_ch_4":40.64118,"entropy_inten_ch_1":5.67449,"entropy_inten_ch_3":5.25574,"entropy_inten_ch_4":6.48245,"eq_circ_diam_ch_1":15.92396,"eq_ellipse_lwr_ch_1":1.42487,"eq_ellipse_oblate_vol_ch_1":255.70541,"eq_ellipse_prolate_vol_ch_1":179.45848,"eq_sphere_area_ch_1":796.62132,"eq_sphere_vol_ch_1":2114.2274,"fiber_align_2_ch_3":1.05954,"fiber_align_2_ch_4":1.49068,"fiber_length_ch_1":24.32854,"fiber_width_ch_1":8.70309,"inten_cooc_asm_ch_3":0.05277,"inten_cooc_asm_ch_4":0.00964,"inten_cooc_contrast_ch_3":4.60516,"inten_cooc_contrast_ch_4":8.03921,"inten_cooc_entropy_ch_3":5.87894,"inten_cooc_entropy_ch_4":7.06682,"inten_cooc_max_ch_3":0.21302,"inten_cooc_max_ch_4":0.05263,"kurt_inten_ch_1":0.73684,"kurt_inten_ch_3":2.51868,"kurt_inten_ch_4":-0.90718,"length_ch_1":21.34276,"neighbor_avg_dist_ch_1":283.60753,"neighbor_min_dist_ch_1":25.34833,"neighbor_var_dist_ch_1":130.62141,"perim_ch_1":66.06327,"shape_bfr_ch_1":0.59722,"shape_lwr_ch_1":1.36599,"shape_p_2_a_ch_1":1.64028,"skew_inten_ch_1":0.95517,"skew_inten_ch_3":1.54673,"skew_inten_ch_4":0.21807,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5723,"total_inten_ch_2":500,"total_inten_ch_3":7265,"total_inten_ch_4":13462,"var_inten_ch_1":23.52985,"var_inten_ch_3":41.8945,"var_inten_ch_4":48.52812,"width_ch_1":15.62442}
{"case":"Train","class":"PS","angle_ch_1":9.15724,"area_ch_1":525,"avg_inten_ch_1":21.75649,"avg_inten_ch_2":15.39721,"avg_inten_ch_3":43.39721,"avg_inten_ch_4":57.42715,"convex_hull_area_ratio_ch_1":1.21818,"convex_hull_perim_ratio_ch_1":0.7862,"diff_inten_density_ch_1":35.7827,"diff_inten_density_ch_3":41.24865,"diff_inten_density_ch_4":37.93405,"entropy_inten_ch_1":5.38998,"entropy_inten_ch_3":6.17498,"entropy_inten_ch_4":5.10555,"eq_circ_diam_ch_1":25.85789,"eq_ellipse_lwr_ch_1":2.0461,"eq_ellipse_oblate_vol_ch_1":1312.02246,"eq_ellipse_prolate_vol_ch_1":641.23174,"eq_sphere_area_ch_1":2100.56463,"eq_sphere_vol_ch_1":9052.69492,"fiber_align_2_ch_3":1.65106,"fiber_align_2_ch_4":1.09635,"fiber_length_ch_1":53.53743,"fiber_width_ch_1":10.2298,"inten_cooc_asm_ch_3":0.0194,"inten_cooc_asm_ch_4":0.14044,"inten_cooc_contrast_ch_3":13.17839,"inten_cooc_contrast_ch_4":2.34602,"inten_cooc_entropy_ch_3":7.01213,"inten_cooc_entropy_ch_4":4.87107,"inten_cooc_max_ch_3":0.11497,"inten_cooc_max_ch_4":0.36876,"kurt_inten_ch_1":1.00704,"kurt_inten_ch_3":2.6202,"kurt_inten_ch_4":0.08392,"length_ch_1":38.50555,"neighbor_avg_dist_ch_1":203.51063,"neighbor_min_dist_ch_1":26.93222,"neighbor_var_dist_ch_1":101.72545,"perim_ch_1":127.53446,"shape_bfr_ch_1":0.58832,"shape_lwr_ch_1":1.66107,"shape_p_2_a_ch_1":2.3633,"skew_inten_ch_1":1.0709,"skew_inten_ch_3":1.56953,"skew_inten_ch_4":1.11294,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10900,"total_inten_ch_2":7214,"total_inten_ch_3":21742,"total_inten_ch_4":28771,"var_inten_ch_1":20.70843,"var_inten_ch_3":45.29768,"var_inten_ch_4":72.68757,"width_ch_1":23.18119}
{"case":"Test","class":"WS","angle_ch_1":175.49027,"area_ch_1":213,"avg_inten_ch_1":109.69118,"avg_inten_ch_2":391.09314,"avg_inten_ch_3":24.27941,"avg_inten_ch_4":53.31373,"convex_hull_area_ratio_ch_1":1.02143,"convex_hull_perim_ratio_ch_1":0.98095,"diff_inten_density_ch_1":63.14854,"diff_inten_density_ch_3":23.23342,"diff_inten_density_ch_4":38.69231,"entropy_inten_ch_1":6.93675,"entropy_inten_ch_3":3.90116,"entropy_inten_ch_4":3.73032,"eq_circ_diam_ch_1":16.5002,"eq_ellipse_lwr_ch_1":1.2166,"eq_ellipse_oblate_vol_ch_1":262.87011,"eq_ellipse_prolate_vol_ch_1":216.06897,"eq_sphere_area_ch_1":855.31973,"eq_sphere_vol_ch_1":2352.1583,"fiber_align_2_ch_3":1.72344,"fiber_align_2_ch_4":1.55811,"fiber_length_ch_1":14.06985,"fiber_width_ch_1":14.06985,"inten_cooc_asm_ch_3":0.20471,"inten_cooc_asm_ch_4":0.25952,"inten_cooc_contrast_ch_3":3.20795,"inten_cooc_contrast_ch_4":1.69558,"inten_cooc_entropy_ch_3":4.30297,"inten_cooc_entropy_ch_4":3.61157,"inten_cooc_max_ch_3":0.44737,"inten_cooc_max_ch_4":0.50802,"kurt_inten_ch_1":-0.39913,"kurt_inten_ch_3":0.19971,"kurt_inten_ch_4":0.92587,"length_ch_1":17.83388,"neighbor_avg_dist_ch_1":199.50578,"neighbor_min_dist_ch_1":24.57143,"neighbor_var_dist_ch_1":91.44215,"perim_ch_1":56.27939,"shape_bfr_ch_1":0.80293,"shape_lwr_ch_1":1.19426,"shape_p_2_a_ch_1":1.14506,"skew_inten_ch_1":0.47036,"skew_inten_ch_3":1.13452,"skew_inten_ch_4":1.50955,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":22377,"total_inten_ch_2":79580,"total_inten_ch_3":4953,"total_inten_ch_4":10876,"var_inten_ch_1":65.68222,"var_inten_ch_3":31.96943,"var_inten_ch_4":85.43539,"width_ch_1":14.93296}
{"case":"Train","class":"PS","angle_ch_1":101.43076,"area_ch_1":303,"avg_inten_ch_1":21.98621,"avg_inten_ch_2":163.91724,"avg_inten_ch_3":28.9,"avg_inten_ch_4":50.36552,"convex_hull_area_ratio_ch_1":1.15764,"convex_hull_perim_ratio_ch_1":0.87372,"diff_inten_density_ch_1":33.03788,"diff_inten_density_ch_3":27.6553,"diff_inten_density_ch_4":34.60606,"entropy_inten_ch_1":5.43919,"entropy_inten_ch_3":4.97847,"entropy_inten_ch_4":5.49332,"eq_circ_diam_ch_1":19.67312,"eq_ellipse_lwr_ch_1":2.4441,"eq_ellipse_oblate_vol_ch_1":631.50692,"eq_ellipse_prolate_vol_ch_1":258.38005,"eq_sphere_area_ch_1":1215.89569,"eq_sphere_vol_ch_1":3986.74348,"fiber_align_2_ch_3":1.3011,"fiber_align_2_ch_4":1.44201,"fiber_length_ch_1":34.59096,"fiber_width_ch_1":9.22705,"inten_cooc_asm_ch_3":0.07573,"inten_cooc_asm_ch_4":0.05702,"inten_cooc_contrast_ch_3":5.65083,"inten_cooc_contrast_ch_4":5.01754,"inten_cooc_entropy_ch_3":5.57436,"inten_cooc_entropy_ch_4":5.9335,"inten_cooc_max_ch_3":0.26538,"inten_cooc_max_ch_4":0.22308,"kurt_inten_ch_1":1.13082,"kurt_inten_ch_3":4.20509,"kurt_inten_ch_4":-0.99911,"length_ch_1":30.92768,"neighbor_avg_dist_ch_1":215.10004,"neighbor_min_dist_ch_1":35.83333,"neighbor_var_dist_ch_1":85.22608,"perim_ch_1":87.63603,"shape_bfr_ch_1":0.64426,"shape_lwr_ch_1":2.02732,"shape_p_2_a_ch_1":1.91482,"skew_inten_ch_1":1.13005,"skew_inten_ch_3":2.10427,"skew_inten_ch_4":0.56046,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6376,"total_inten_ch_2":47247,"total_inten_ch_3":8381,"total_inten_ch_4":14606,"var_inten_ch_1":19.57426,"var_inten_ch_3":43.69306,"var_inten_ch_4":50.79578,"width_ch_1":15.25543}
{"case":"Test","class":"WS","angle_ch_1":93.06192,"area_ch_1":327,"avg_inten_ch_1":79.89744,"avg_inten_ch_2":155.72436,"avg_inten_ch_3":87.84295,"avg_inten_ch_4":238.04487,"convex_hull_area_ratio_ch_1":1.04254,"convex_hull_perim_ratio_ch_1":0.95418,"diff_inten_density_ch_1":55.88812,"diff_inten_density_ch_3":51.81583,"diff_inten_density_ch_4":152.32186,"entropy_inten_ch_1":6.79364,"entropy_inten_ch_3":5.87084,"entropy_inten_ch_4":6.74355,"eq_circ_diam_ch_1":20.4057,"eq_ellipse_lwr_ch_1":1.6058,"eq_ellipse_oblate_vol_ch_1":571.21354,"eq_ellipse_prolate_vol_ch_1":355.72008,"eq_sphere_area_ch_1":1308.13605,"eq_sphere_vol_ch_1":4448.90556,"fiber_align_2_ch_3":1.29565,"fiber_align_2_ch_4":1.7335,"fiber_length_ch_1":19.81761,"fiber_width_ch_1":17.09722,"inten_cooc_asm_ch_3":0.05732,"inten_cooc_asm_ch_4":0.03193,"inten_cooc_contrast_ch_3":5.91495,"inten_cooc_contrast_ch_4":9.59393,"inten_cooc_entropy_ch_3":6.06243,"inten_cooc_entropy_ch_4":6.4645,"inten_cooc_max_ch_3":0.23427,"inten_cooc_max_ch_4":0.1661,"kurt_inten_ch_1":-0.81214,"kurt_inten_ch_3":-0.25867,"kurt_inten_ch_4":-0.20753,"length_ch_1":26.79979,"neighbor_avg_dist_ch_1":225.81939,"neighbor_min_dist_ch_1":23.0982,"neighbor_var_dist_ch_1":112.95275,"perim_ch_1":73.82967,"shape_bfr_ch_1":0.72187,"shape_lwr_ch_1":1.58537,"shape_p_2_a_ch_1":1.28018,"skew_inten_ch_1":-0.00668,"skew_inten_ch_3":0.66954,"skew_inten_ch_4":0.61837,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":24928,"total_inten_ch_2":48275,"total_inten_ch_3":27407,"total_inten_ch_4":74270,"var_inten_ch_1":39.2614,"var_inten_ch_3":79.90049,"var_inten_ch_4":198.17143,"width_ch_1":16.90444}
{"case":"Train","class":"PS","angle_ch_1":72.17387,"area_ch_1":170,"avg_inten_ch_1":26.61963,"avg_inten_ch_2":4.31902,"avg_inten_ch_3":58.54601,"avg_inten_ch_4":19.47239,"convex_hull_area_ratio_ch_1":1.15195,"convex_hull_perim_ratio_ch_1":0.91689,"diff_inten_density_ch_1":44.22069,"diff_inten_density_ch_3":44.46207,"diff_inten_density_ch_4":20.73103,"entropy_inten_ch_1":5.62064,"entropy_inten_ch_3":6.23786,"entropy_inten_ch_4":4.47484,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":1.74951,"eq_ellipse_oblate_vol_ch_1":225.1441,"eq_ellipse_prolate_vol_ch_1":128.69016,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.03725,"fiber_length_ch_1":21.50291,"fiber_width_ch_1":8.42091,"inten_cooc_asm_ch_3":0.00744,"inten_cooc_asm_ch_4":0.08207,"inten_cooc_contrast_ch_3":22.55172,"inten_cooc_contrast_ch_4":7.99655,"inten_cooc_entropy_ch_3":7.25199,"inten_cooc_entropy_ch_4":5.44179,"inten_cooc_max_ch_3":0.02069,"inten_cooc_max_ch_4":0.27586,"kurt_inten_ch_1":0.10818,"kurt_inten_ch_3":-0.39809,"kurt_inten_ch_4":2.2224,"length_ch_1":19.38992,"neighbor_avg_dist_ch_1":286.33905,"neighbor_min_dist_ch_1":22.05353,"neighbor_var_dist_ch_1":116.42992,"perim_ch_1":59.84765,"shape_bfr_ch_1":0.6661,"shape_lwr_ch_1":1.46576,"shape_p_2_a_ch_1":1.57407,"skew_inten_ch_1":0.75436,"skew_inten_ch_3":0.42147,"skew_inten_ch_4":1.47092,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4339,"total_inten_ch_2":542,"total_inten_ch_3":9543,"total_inten_ch_4":3174,"var_inten_ch_1":19.61976,"var_inten_ch_3":30.11862,"var_inten_ch_4":23.33046,"width_ch_1":13.22857}
{"case":"Train","class":"PS","angle_ch_1":100.01799,"area_ch_1":2031,"avg_inten_ch_1":38.25645,"avg_inten_ch_2":42.00258,"avg_inten_ch_3":86.32095,"avg_inten_ch_4":55.13622,"convex_hull_area_ratio_ch_1":2.08949,"convex_hull_perim_ratio_ch_1":0.57392,"diff_inten_density_ch_1":47.39065,"diff_inten_density_ch_3":84.52643,"diff_inten_density_ch_4":45.84641,"entropy_inten_ch_1":6.26026,"entropy_inten_ch_3":7.08118,"entropy_inten_ch_4":5.57594,"eq_circ_diam_ch_1":50.85704,"eq_ellipse_lwr_ch_1":2.5991,"eq_ellipse_oblate_vol_ch_1":11250.28738,"eq_ellipse_prolate_vol_ch_1":4328.53369,"eq_sphere_area_ch_1":8125.53741,"eq_sphere_vol_ch_1":68873.46851,"fiber_align_2_ch_3":1.0047,"fiber_align_2_ch_4":1.41008,"fiber_length_ch_1":220.22919,"fiber_width_ch_1":9.6535,"inten_cooc_asm_ch_3":0.02552,"inten_cooc_asm_ch_4":0.1085,"inten_cooc_contrast_ch_3":13.83226,"inten_cooc_contrast_ch_4":4.62147,"inten_cooc_entropy_ch_3":7.15408,"inten_cooc_entropy_ch_4":5.38531,"inten_cooc_max_ch_3":0.14532,"inten_cooc_max_ch_4":0.32127,"kurt_inten_ch_1":4.59507,"kurt_inten_ch_3":4.49668,"kurt_inten_ch_4":1.97992,"length_ch_1":102.95716,"neighbor_avg_dist_ch_1":173.01319,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":70.25875,"perim_ch_1":459.76538,"shape_bfr_ch_1":0.36041,"shape_lwr_ch_1":1.88068,"shape_p_2_a_ch_1":7.91226,"skew_inten_ch_1":1.58488,"skew_inten_ch_3":1.56494,"skew_inten_ch_4":1.49189,"spot_fiber_count_ch_3":13,"spot_fiber_count_ch_4":40,"total_inten_ch_1":74141,"total_inten_ch_2":79464,"total_inten_ch_3":167290,"total_inten_ch_4":106854,"var_inten_ch_1":36.98453,"var_inten_ch_3":84.8208,"var_inten_ch_4":71.10087,"width_ch_1":54.74476}
{"case":"Test","class":"PS","angle_ch_1":63.31996,"area_ch_1":208,"avg_inten_ch_1":47.84422,"avg_inten_ch_2":14.45729,"avg_inten_ch_3":103.51759,"avg_inten_ch_4":212.20603,"convex_hull_area_ratio_ch_1":1.29288,"convex_hull_perim_ratio_ch_1":0.87591,"diff_inten_density_ch_1":60.97135,"diff_inten_density_ch_3":114.35244,"diff_inten_density_ch_4":138.7192,"entropy_inten_ch_1":6.13913,"entropy_inten_ch_3":6.53277,"entropy_inten_ch_4":6.69388,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":1.70444,"eq_ellipse_oblate_vol_ch_1":299.77283,"eq_ellipse_prolate_vol_ch_1":175.87741,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.63416,"fiber_align_2_ch_4":1.79323,"fiber_length_ch_1":33.16299,"fiber_width_ch_1":6.77182,"inten_cooc_asm_ch_3":0.01463,"inten_cooc_asm_ch_4":0.00983,"inten_cooc_contrast_ch_3":14.6592,"inten_cooc_contrast_ch_4":10.4467,"inten_cooc_entropy_ch_3":7.0531,"inten_cooc_entropy_ch_4":7.03499,"inten_cooc_max_ch_3":0.09195,"inten_cooc_max_ch_4":0.05143,"kurt_inten_ch_1":10.45046,"kurt_inten_ch_3":7.39484,"kurt_inten_ch_4":-0.64632,"length_ch_1":26.56602,"neighbor_avg_dist_ch_1":210.34088,"neighbor_min_dist_ch_1":23.34645,"neighbor_var_dist_ch_1":91.58307,"perim_ch_1":79.86963,"shape_bfr_ch_1":0.43998,"shape_lwr_ch_1":1.48866,"shape_p_2_a_ch_1":2.26043,"skew_inten_ch_1":2.5777,"skew_inten_ch_3":2.34861,"skew_inten_ch_4":0.4805,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":9521,"total_inten_ch_2":2679,"total_inten_ch_3":20600,"total_inten_ch_4":42229,"var_inten_ch_1":49.32368,"var_inten_ch_3":121.94223,"var_inten_ch_4":166.08671,"width_ch_1":17.84554}
{"case":"Train","class":"WS","angle_ch_1":169.73122,"area_ch_1":520,"avg_inten_ch_1":39.84708,"avg_inten_ch_2":129.92958,"avg_inten_ch_3":50.7505,"avg_inten_ch_4":92.79276,"convex_hull_area_ratio_ch_1":1.21523,"convex_hull_perim_ratio_ch_1":0.89485,"diff_inten_density_ch_1":46.15789,"diff_inten_density_ch_3":46.28249,"diff_inten_density_ch_4":55.19549,"entropy_inten_ch_1":6.29923,"entropy_inten_ch_3":5.93174,"entropy_inten_ch_4":6.33262,"eq_circ_diam_ch_1":25.75446,"eq_ellipse_lwr_ch_1":1.33767,"eq_ellipse_oblate_vol_ch_1":1048.16683,"eq_ellipse_prolate_vol_ch_1":783.57732,"eq_sphere_area_ch_1":2083.79365,"eq_sphere_vol_ch_1":8944.4961,"fiber_align_2_ch_3":1.50706,"fiber_align_2_ch_4":1.26339,"fiber_length_ch_1":41.25231,"fiber_width_ch_1":13.01583,"inten_cooc_asm_ch_3":0.05237,"inten_cooc_asm_ch_4":0.04337,"inten_cooc_contrast_ch_3":9.98005,"inten_cooc_contrast_ch_4":5.16704,"inten_cooc_entropy_ch_3":6.40225,"inten_cooc_entropy_ch_4":6.28173,"inten_cooc_max_ch_3":0.22581,"inten_cooc_max_ch_4":0.2,"kurt_inten_ch_1":12.64285,"kurt_inten_ch_3":6.44459,"kurt_inten_ch_4":-0.6943,"length_ch_1":31.77005,"neighbor_avg_dist_ch_1":204.82576,"neighbor_min_dist_ch_1":28.44643,"neighbor_var_dist_ch_1":86.72785,"perim_ch_1":108.53629,"shape_bfr_ch_1":0.61523,"shape_lwr_ch_1":1.19201,"shape_p_2_a_ch_1":1.74589,"skew_inten_ch_1":2.1696,"skew_inten_ch_3":1.84527,"skew_inten_ch_4":0.71114,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":10,"total_inten_ch_1":19804,"total_inten_ch_2":64079,"total_inten_ch_3":25223,"total_inten_ch_4":46118,"var_inten_ch_1":28.16252,"var_inten_ch_3":54.31066,"var_inten_ch_4":89.54903,"width_ch_1":26.65255}
{"case":"Train","class":"PS","angle_ch_1":65.34081,"area_ch_1":2186,"avg_inten_ch_1":15.24305,"avg_inten_ch_2":79.407,"avg_inten_ch_3":21.65005,"avg_inten_ch_4":75.31735,"convex_hull_area_ratio_ch_1":1.31853,"convex_hull_perim_ratio_ch_1":0.59651,"diff_inten_density_ch_1":28.81763,"diff_inten_density_ch_3":22.19222,"diff_inten_density_ch_4":72.02753,"entropy_inten_ch_1":4.87214,"entropy_inten_ch_3":4.95531,"entropy_inten_ch_4":5.96298,"eq_circ_diam_ch_1":52.76323,"eq_ellipse_lwr_ch_1":1.52287,"eq_ellipse_oblate_vol_ch_1":9616.67773,"eq_ellipse_prolate_vol_ch_1":6314.81964,"eq_sphere_area_ch_1":8746.06349,"eq_sphere_vol_ch_1":76911.76042,"fiber_align_2_ch_3":1.24808,"fiber_align_2_ch_4":1.72319,"fiber_length_ch_1":160.35681,"fiber_width_ch_1":14.05202,"inten_cooc_asm_ch_3":0.10005,"inten_cooc_asm_ch_4":0.10009,"inten_cooc_contrast_ch_3":8.00414,"inten_cooc_contrast_ch_4":6.70194,"inten_cooc_entropy_ch_3":5.8008,"inten_cooc_entropy_ch_4":5.6737,"inten_cooc_max_ch_3":0.31038,"inten_cooc_max_ch_4":0.30897,"kurt_inten_ch_1":0.88465,"kurt_inten_ch_3":1.34066,"kurt_inten_ch_4":3.34876,"length_ch_1":79.95884,"neighbor_avg_dist_ch_1":255.15066,"neighbor_min_dist_ch_1":52.5345,"neighbor_var_dist_ch_1":131.74994,"perim_ch_1":348.81767,"shape_bfr_ch_1":0.51545,"shape_lwr_ch_1":1.50718,"shape_p_2_a_ch_1":4.29693,"skew_inten_ch_1":1.12064,"skew_inten_ch_3":1.21906,"skew_inten_ch_4":1.68952,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":29,"total_inten_ch_1":31797,"total_inten_ch_2":163558,"total_inten_ch_3":45162,"total_inten_ch_4":157112,"var_inten_ch_1":16.41422,"var_inten_ch_3":24.99519,"var_inten_ch_4":96.62975,"width_ch_1":53.0521}
{"case":"Train","class":"PS","angle_ch_1":89.2058,"area_ch_1":238,"avg_inten_ch_1":34.12281,"avg_inten_ch_2":126.12281,"avg_inten_ch_3":41.27632,"avg_inten_ch_4":270.90789,"convex_hull_area_ratio_ch_1":1.13016,"convex_hull_perim_ratio_ch_1":0.93383,"diff_inten_density_ch_1":43.16827,"diff_inten_density_ch_3":37.58654,"diff_inten_density_ch_4":165.82692,"entropy_inten_ch_1":5.96214,"entropy_inten_ch_3":6.08476,"entropy_inten_ch_4":6.90757,"eq_circ_diam_ch_1":17.44382,"eq_ellipse_lwr_ch_1":1.47291,"eq_ellipse_oblate_vol_ch_1":341.75213,"eq_ellipse_prolate_vol_ch_1":232.02587,"eq_sphere_area_ch_1":955.94558,"eq_sphere_vol_ch_1":2779.22409,"fiber_align_2_ch_3":1.46587,"fiber_align_2_ch_4":1.63187,"fiber_length_ch_1":26.18581,"fiber_width_ch_1":9.4568,"inten_cooc_asm_ch_3":0.00903,"inten_cooc_asm_ch_4":0.01711,"inten_cooc_contrast_ch_3":21.97803,"inten_cooc_contrast_ch_4":7.01932,"inten_cooc_entropy_ch_3":7.38303,"inten_cooc_entropy_ch_4":6.79661,"inten_cooc_max_ch_3":0.06103,"inten_cooc_max_ch_4":0.10329,"kurt_inten_ch_1":0.01454,"kurt_inten_ch_3":0.96277,"kurt_inten_ch_4":-0.38611,"length_ch_1":24.59745,"neighbor_avg_dist_ch_1":271.76199,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":146.22358,"perim_ch_1":71.28521,"shape_bfr_ch_1":0.66735,"shape_lwr_ch_1":1.6895,"shape_p_2_a_ch_1":1.63296,"skew_inten_ch_1":0.54543,"skew_inten_ch_3":0.89452,"skew_inten_ch_4":0.52437,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7780,"total_inten_ch_2":28529,"total_inten_ch_3":9411,"total_inten_ch_4":61767,"var_inten_ch_1":21.16192,"var_inten_ch_3":30.9395,"var_inten_ch_4":217.88379,"width_ch_1":14.55901}
{"case":"Test","class":"PS","angle_ch_1":8.81634,"area_ch_1":215,"avg_inten_ch_1":110.75243,"avg_inten_ch_2":3.97087,"avg_inten_ch_3":210.57282,"avg_inten_ch_4":41.42718,"convex_hull_area_ratio_ch_1":1.11935,"convex_hull_perim_ratio_ch_1":0.95179,"diff_inten_density_ch_1":87.27882,"diff_inten_density_ch_3":143.36461,"diff_inten_density_ch_4":27.31635,"entropy_inten_ch_1":7.00908,"entropy_inten_ch_3":6.55903,"entropy_inten_ch_4":4.69267,"eq_circ_diam_ch_1":16.58089,"eq_ellipse_lwr_ch_1":2.23087,"eq_ellipse_oblate_vol_ch_1":361.21007,"eq_ellipse_prolate_vol_ch_1":161.91419,"eq_sphere_area_ch_1":863.70522,"eq_sphere_vol_ch_1":2386.83351,"fiber_align_2_ch_3":1.46306,"fiber_align_2_ch_4":1.52028,"fiber_length_ch_1":24.48193,"fiber_width_ch_1":9.23727,"inten_cooc_asm_ch_3":0.0285,"inten_cooc_asm_ch_4":0.11209,"inten_cooc_contrast_ch_3":7.58036,"inten_cooc_contrast_ch_4":2.72096,"inten_cooc_entropy_ch_3":6.4908,"inten_cooc_entropy_ch_4":4.99094,"inten_cooc_max_ch_3":0.15707,"inten_cooc_max_ch_4":0.32461,"kurt_inten_ch_1":0.22586,"kurt_inten_ch_3":-0.43289,"kurt_inten_ch_4":-0.95787,"length_ch_1":25.22261,"neighbor_avg_dist_ch_1":213.91343,"neighbor_min_dist_ch_1":24.76265,"neighbor_var_dist_ch_1":93.48295,"perim_ch_1":67.43839,"shape_bfr_ch_1":0.66596,"shape_lwr_ch_1":1.9621,"shape_p_2_a_ch_1":1.60034,"skew_inten_ch_1":0.87826,"skew_inten_ch_3":0.62825,"skew_inten_ch_4":0.69965,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":22815,"total_inten_ch_2":613,"total_inten_ch_3":43378,"total_inten_ch_4":8534,"var_inten_ch_1":76.01719,"var_inten_ch_3":178.12985,"var_inten_ch_4":46.50046,"width_ch_1":12.85493}
{"case":"Test","class":"WS","angle_ch_1":55.37759,"area_ch_1":232,"avg_inten_ch_1":120.86036,"avg_inten_ch_2":169.16667,"avg_inten_ch_3":77.89189,"avg_inten_ch_4":27.31081,"convex_hull_area_ratio_ch_1":1.13704,"convex_hull_perim_ratio_ch_1":0.95051,"diff_inten_density_ch_1":65.43176,"diff_inten_density_ch_3":45.88834,"diff_inten_density_ch_4":22.73697,"entropy_inten_ch_1":7.00524,"entropy_inten_ch_3":6.61878,"entropy_inten_ch_4":4.79686,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":1.80514,"eq_ellipse_oblate_vol_ch_1":363.50145,"eq_ellipse_prolate_vol_ch_1":201.37051,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.45522,"fiber_align_2_ch_4":1.14174,"fiber_length_ch_1":25.46976,"fiber_width_ch_1":9.60949,"inten_cooc_asm_ch_3":0.01008,"inten_cooc_asm_ch_4":0.089,"inten_cooc_contrast_ch_3":12.7275,"inten_cooc_contrast_ch_4":5.18855,"inten_cooc_entropy_ch_3":7.01269,"inten_cooc_entropy_ch_4":5.40441,"inten_cooc_max_ch_3":0.04926,"inten_cooc_max_ch_4":0.29,"kurt_inten_ch_1":-0.75258,"kurt_inten_ch_3":0.09404,"kurt_inten_ch_4":0.24917,"length_ch_1":25.83636,"neighbor_avg_dist_ch_1":240.44724,"neighbor_min_dist_ch_1":30.25006,"neighbor_var_dist_ch_1":98.12564,"perim_ch_1":70.15851,"shape_bfr_ch_1":0.56264,"shape_lwr_ch_1":1.614,"shape_p_2_a_ch_1":1.60038,"skew_inten_ch_1":0.20426,"skew_inten_ch_3":0.77946,"skew_inten_ch_4":0.99325,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":26831,"total_inten_ch_2":37334,"total_inten_ch_3":17292,"total_inten_ch_4":6063,"var_inten_ch_1":61.0531,"var_inten_ch_3":53.22218,"var_inten_ch_4":30.14586,"width_ch_1":16.00764}
{"case":"Test","class":"PS","angle_ch_1":82.92918,"area_ch_1":370,"avg_inten_ch_1":59.89802,"avg_inten_ch_2":200.1983,"avg_inten_ch_3":83.68839,"avg_inten_ch_4":261.54674,"convex_hull_area_ratio_ch_1":1.10383,"convex_hull_perim_ratio_ch_1":0.9378,"diff_inten_density_ch_1":52.41463,"diff_inten_density_ch_3":58.77134,"diff_inten_density_ch_4":152.16159,"entropy_inten_ch_1":6.67955,"entropy_inten_ch_3":6.34301,"entropy_inten_ch_4":6.41338,"eq_circ_diam_ch_1":21.70509,"eq_ellipse_lwr_ch_1":1.46917,"eq_ellipse_oblate_vol_ch_1":657.53524,"eq_ellipse_prolate_vol_ch_1":447.55682,"eq_sphere_area_ch_1":1480.03855,"eq_sphere_vol_ch_1":5354.06148,"fiber_align_2_ch_3":1.15959,"fiber_align_2_ch_4":1.47136,"fiber_length_ch_1":29.79349,"fiber_width_ch_1":12.87651,"inten_cooc_asm_ch_3":0.03175,"inten_cooc_asm_ch_4":0.05789,"inten_cooc_contrast_ch_3":6.26487,"inten_cooc_contrast_ch_4":6.38693,"inten_cooc_entropy_ch_3":6.48392,"inten_cooc_entropy_ch_4":6.07757,"inten_cooc_max_ch_3":0.1571,"inten_cooc_max_ch_4":0.23263,"kurt_inten_ch_1":-0.35889,"kurt_inten_ch_3":0.59669,"kurt_inten_ch_4":-1.14993,"length_ch_1":29.45687,"neighbor_avg_dist_ch_1":193.81449,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":75.99929,"perim_ch_1":85.33999,"shape_bfr_ch_1":0.61058,"shape_lwr_ch_1":1.43186,"shape_p_2_a_ch_1":1.51068,"skew_inten_ch_1":0.36337,"skew_inten_ch_3":1.0186,"skew_inten_ch_4":0.34185,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":21144,"total_inten_ch_2":70318,"total_inten_ch_3":29542,"total_inten_ch_4":92326,"var_inten_ch_1":32.59574,"var_inten_ch_3":81.67766,"var_inten_ch_4":235.26438,"width_ch_1":20.57252}
{"case":"Train","class":"PS","angle_ch_1":68.40271,"area_ch_1":340,"avg_inten_ch_1":59.85538,"avg_inten_ch_2":184.51077,"avg_inten_ch_3":130.82462,"avg_inten_ch_4":198.26769,"convex_hull_area_ratio_ch_1":1.05769,"convex_hull_perim_ratio_ch_1":0.8881,"diff_inten_density_ch_1":67.33887,"diff_inten_density_ch_3":106.90033,"diff_inten_density_ch_4":154.91694,"entropy_inten_ch_1":6.48341,"entropy_inten_ch_3":5.77904,"entropy_inten_ch_4":6.12134,"eq_circ_diam_ch_1":20.82648,"eq_ellipse_lwr_ch_1":1.43217,"eq_ellipse_oblate_vol_ch_1":573.51309,"eq_ellipse_prolate_vol_ch_1":400.45143,"eq_sphere_area_ch_1":1362.64172,"eq_sphere_vol_ch_1":4729.83877,"fiber_align_2_ch_3":1.59073,"fiber_align_2_ch_4":1.50639,"fiber_length_ch_1":27.94385,"fiber_width_ch_1":12.67853,"inten_cooc_asm_ch_3":0.1009,"inten_cooc_asm_ch_4":0.06545,"inten_cooc_contrast_ch_3":4.21761,"inten_cooc_contrast_ch_4":8.22259,"inten_cooc_entropy_ch_3":5.39638,"inten_cooc_entropy_ch_4":6.04173,"inten_cooc_max_ch_3":0.31561,"inten_cooc_max_ch_4":0.24585,"kurt_inten_ch_1":6.74828,"kurt_inten_ch_3":5.24577,"kurt_inten_ch_4":-0.6979,"length_ch_1":27.3685,"neighbor_avg_dist_ch_1":272.84255,"neighbor_min_dist_ch_1":20.47619,"neighbor_var_dist_ch_1":127.25576,"perim_ch_1":81.24475,"shape_bfr_ch_1":0.61231,"shape_lwr_ch_1":1.34634,"shape_p_2_a_ch_1":1.4826,"skew_inten_ch_1":2.255,"skew_inten_ch_3":2.10773,"skew_inten_ch_4":0.58586,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":19453,"total_inten_ch_2":59642,"total_inten_ch_3":42518,"total_inten_ch_4":64437,"var_inten_ch_1":64.59217,"var_inten_ch_3":173.44081,"var_inten_ch_4":186.83048,"width_ch_1":20.32813}
{"case":"Test","class":"PS","angle_ch_1":171.67362,"area_ch_1":178,"avg_inten_ch_1":41.38235,"avg_inten_ch_2":76,"avg_inten_ch_3":76.08824,"avg_inten_ch_4":14.67647,"convex_hull_area_ratio_ch_1":1.14485,"convex_hull_perim_ratio_ch_1":0.88538,"diff_inten_density_ch_1":51.54125,"diff_inten_density_ch_3":79.28383,"diff_inten_density_ch_4":19.85809,"entropy_inten_ch_1":6.03423,"entropy_inten_ch_3":6.08633,"entropy_inten_ch_4":4.14466,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":1.67236,"eq_ellipse_oblate_vol_ch_1":234.45547,"eq_ellipse_prolate_vol_ch_1":140.19402,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.87794,"fiber_align_2_ch_4":1.46698,"fiber_length_ch_1":23.42888,"fiber_width_ch_1":8.03066,"inten_cooc_asm_ch_3":0.01787,"inten_cooc_asm_ch_4":0.11256,"inten_cooc_contrast_ch_3":10.07108,"inten_cooc_contrast_ch_4":10.85803,"inten_cooc_entropy_ch_3":6.74572,"inten_cooc_entropy_ch_4":5.32462,"inten_cooc_max_ch_3":0.11184,"inten_cooc_max_ch_4":0.33553,"kurt_inten_ch_1":1.401,"kurt_inten_ch_3":2.92953,"kurt_inten_ch_4":-0.23505,"length_ch_1":19.84038,"neighbor_avg_dist_ch_1":320.06273,"neighbor_min_dist_ch_1":27.2033,"neighbor_var_dist_ch_1":156.48067,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.64564,"shape_lwr_ch_1":1.42628,"shape_p_2_a_ch_1":1.67436,"skew_inten_ch_1":1.26804,"skew_inten_ch_3":1.66505,"skew_inten_ch_4":0.93567,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7035,"total_inten_ch_2":12751,"total_inten_ch_3":12935,"total_inten_ch_4":2495,"var_inten_ch_1":34.44349,"var_inten_ch_3":81.74543,"var_inten_ch_4":17.30984,"width_ch_1":13.91053}
{"case":"Train","class":"PS","angle_ch_1":113.54067,"area_ch_1":547,"avg_inten_ch_1":49.44828,"avg_inten_ch_2":195.7318,"avg_inten_ch_3":69.07471,"avg_inten_ch_4":132.57471,"convex_hull_area_ratio_ch_1":1.14878,"convex_hull_perim_ratio_ch_1":0.76698,"diff_inten_density_ch_1":56.22394,"diff_inten_density_ch_3":66.30031,"diff_inten_density_ch_4":106.3065,"entropy_inten_ch_1":6.66693,"entropy_inten_ch_3":5.26056,"entropy_inten_ch_4":5.48422,"eq_circ_diam_ch_1":26.39426,"eq_ellipse_lwr_ch_1":1.68484,"eq_ellipse_oblate_vol_ch_1":1266.2121,"eq_ellipse_prolate_vol_ch_1":751.53317,"eq_sphere_area_ch_1":2188.61224,"eq_sphere_vol_ch_1":9627.79978,"fiber_align_2_ch_3":1.45889,"fiber_align_2_ch_4":1.20967,"fiber_length_ch_1":53.30709,"fiber_width_ch_1":10.67218,"inten_cooc_asm_ch_3":0.12036,"inten_cooc_asm_ch_4":0.13218,"inten_cooc_contrast_ch_3":3.60746,"inten_cooc_contrast_ch_4":4.40418,"inten_cooc_entropy_ch_3":5.15696,"inten_cooc_entropy_ch_4":5.10801,"inten_cooc_max_ch_3":0.34576,"inten_cooc_max_ch_4":0.35597,"kurt_inten_ch_1":3.27935,"kurt_inten_ch_3":8.19879,"kurt_inten_ch_4":0.50473,"length_ch_1":37.1076,"neighbor_avg_dist_ch_1":258.78632,"neighbor_min_dist_ch_1":34.94477,"neighbor_var_dist_ch_1":122.59548,"perim_ch_1":127.95854,"shape_bfr_ch_1":0.57592,"shape_lwr_ch_1":1.44936,"shape_p_2_a_ch_1":2.29028,"skew_inten_ch_1":1.4886,"skew_inten_ch_3":2.7557,"skew_inten_ch_4":1.21851,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":25812,"total_inten_ch_2":101651,"total_inten_ch_3":36057,"total_inten_ch_4":69204,"var_inten_ch_1":41.41143,"var_inten_ch_3":124.24856,"var_inten_ch_4":169.50918,"width_ch_1":25.60277}
{"case":"Train","class":"PS","angle_ch_1":174.18919,"area_ch_1":320,"avg_inten_ch_1":193.99346,"avg_inten_ch_2":225.77778,"avg_inten_ch_3":5.07843,"avg_inten_ch_4":28.81699,"convex_hull_area_ratio_ch_1":1.11041,"convex_hull_perim_ratio_ch_1":0.93427,"diff_inten_density_ch_1":75.02139,"diff_inten_density_ch_3":8.44742,"diff_inten_density_ch_4":28.01604,"entropy_inten_ch_1":7.53378,"entropy_inten_ch_3":2.91905,"entropy_inten_ch_4":3.60711,"eq_circ_diam_ch_1":20.20854,"eq_ellipse_lwr_ch_1":3.38789,"eq_ellipse_oblate_vol_ch_1":805.8761,"eq_ellipse_prolate_vol_ch_1":237.86969,"eq_sphere_area_ch_1":1282.97959,"eq_sphere_vol_ch_1":4321.19073,"fiber_align_2_ch_3":1.44851,"fiber_align_2_ch_4":1.00833,"fiber_length_ch_1":36.51837,"fiber_width_ch_1":9.09884,"inten_cooc_asm_ch_3":0.25299,"inten_cooc_asm_ch_4":0.26426,"inten_cooc_contrast_ch_3":3.44748,"inten_cooc_contrast_ch_4":2.08286,"inten_cooc_entropy_ch_3":3.89778,"inten_cooc_entropy_ch_4":3.74959,"inten_cooc_max_ch_3":0.50515,"inten_cooc_max_ch_4":0.51111,"kurt_inten_ch_1":-0.65097,"kurt_inten_ch_3":1.52599,"kurt_inten_ch_4":0.8689,"length_ch_1":37.39334,"neighbor_avg_dist_ch_1":261.30432,"neighbor_min_dist_ch_1":30.78246,"neighbor_var_dist_ch_1":138.67877,"perim_ch_1":91.23443,"shape_bfr_ch_1":0.70282,"shape_lwr_ch_1":3.06388,"shape_p_2_a_ch_1":1.99346,"skew_inten_ch_1":0.51537,"skew_inten_ch_3":1.59133,"skew_inten_ch_4":1.38019,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":59362,"total_inten_ch_2":68783,"total_inten_ch_3":1554,"total_inten_ch_4":8818,"var_inten_ch_1":114.86699,"var_inten_ch_3":8.06309,"var_inten_ch_4":43.42343,"width_ch_1":12.20459}
{"case":"Test","class":"WS","angle_ch_1":54.51308,"area_ch_1":267,"avg_inten_ch_1":733.93725,"avg_inten_ch_2":282.0549,"avg_inten_ch_3":13.09804,"avg_inten_ch_4":57.98431,"convex_hull_area_ratio_ch_1":1.05224,"convex_hull_perim_ratio_ch_1":0.97192,"diff_inten_density_ch_1":194.4561,"diff_inten_density_ch_3":19.57388,"diff_inten_density_ch_4":52.46895,"entropy_inten_ch_1":7.76098,"entropy_inten_ch_3":4.00648,"entropy_inten_ch_4":5.19979,"eq_circ_diam_ch_1":18.44779,"eq_ellipse_lwr_ch_1":2.20315,"eq_ellipse_oblate_vol_ch_1":494.37162,"eq_ellipse_prolate_vol_ch_1":224.39342,"eq_sphere_area_ch_1":1069.14966,"eq_sphere_vol_ch_1":3287.24116,"fiber_align_2_ch_3":1.47982,"fiber_align_2_ch_4":1.4652,"fiber_length_ch_1":24.98313,"fiber_width_ch_1":11.24414,"inten_cooc_asm_ch_3":0.12822,"inten_cooc_asm_ch_4":0.08792,"inten_cooc_contrast_ch_3":9.95558,"inten_cooc_contrast_ch_4":7.53037,"inten_cooc_entropy_ch_3":5.13655,"inten_cooc_entropy_ch_4":5.55683,"inten_cooc_max_ch_3":0.35931,"inten_cooc_max_ch_4":0.28571,"kurt_inten_ch_1":-0.40582,"kurt_inten_ch_3":1.17214,"kurt_inten_ch_4":-0.78975,"length_ch_1":29.51666,"neighbor_avg_dist_ch_1":262.59713,"neighbor_min_dist_ch_1":16.79172,"neighbor_var_dist_ch_1":120.01883,"perim_ch_1":72.45454,"shape_bfr_ch_1":0.6338,"shape_lwr_ch_1":2.0659,"shape_p_2_a_ch_1":1.48712,"skew_inten_ch_1":-0.51472,"skew_inten_ch_3":1.37107,"skew_inten_ch_4":0.71391,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":187154,"total_inten_ch_2":71670,"total_inten_ch_3":3340,"total_inten_ch_4":14786,"var_inten_ch_1":265.82815,"var_inten_ch_3":17.51577,"var_inten_ch_4":63.75529,"width_ch_1":14.28754}
{"case":"Test","class":"WS","angle_ch_1":165.59289,"area_ch_1":221,"avg_inten_ch_1":316.7346,"avg_inten_ch_2":315.80569,"avg_inten_ch_3":27.93365,"avg_inten_ch_4":225.46919,"convex_hull_area_ratio_ch_1":1.02278,"convex_hull_perim_ratio_ch_1":0.9768,"diff_inten_density_ch_1":121.48329,"diff_inten_density_ch_3":22.44987,"diff_inten_density_ch_4":137.69923,"entropy_inten_ch_1":7.39167,"entropy_inten_ch_3":5.33761,"entropy_inten_ch_4":6.9127,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":1.29567,"eq_ellipse_oblate_vol_ch_1":285.35996,"eq_ellipse_prolate_vol_ch_1":220.24063,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.69446,"fiber_align_2_ch_4":1.64567,"fiber_length_ch_1":14.34399,"fiber_width_ch_1":14.34399,"inten_cooc_asm_ch_3":0.04983,"inten_cooc_asm_ch_4":0.01499,"inten_cooc_contrast_ch_3":7.47946,"inten_cooc_contrast_ch_4":8.60441,"inten_cooc_entropy_ch_3":6.07425,"inten_cooc_entropy_ch_4":6.85916,"inten_cooc_max_ch_3":0.21939,"inten_cooc_max_ch_4":0.09184,"kurt_inten_ch_1":-1.06172,"kurt_inten_ch_3":-0.10204,"kurt_inten_ch_4":0.14042,"length_ch_1":19.88691,"neighbor_avg_dist_ch_1":309.27057,"neighbor_min_dist_ch_1":32.00121,"neighbor_var_dist_ch_1":151.4958,"perim_ch_1":57.37596,"shape_bfr_ch_1":0.71115,"shape_lwr_ch_1":1.27167,"shape_p_2_a_ch_1":1.13861,"skew_inten_ch_1":0.04097,"skew_inten_ch_3":0.8329,"skew_inten_ch_4":0.67524,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":66831,"total_inten_ch_2":66425,"total_inten_ch_3":5894,"total_inten_ch_4":47574,"var_inten_ch_1":169.07371,"var_inten_ch_3":27.75033,"var_inten_ch_4":172.30493,"width_ch_1":15.6384}
{"case":"Train","class":"PS","angle_ch_1":60.71489,"area_ch_1":1153,"avg_inten_ch_1":23.35455,"avg_inten_ch_2":15.15727,"avg_inten_ch_3":37.27091,"avg_inten_ch_4":18.86909,"convex_hull_area_ratio_ch_1":1.22276,"convex_hull_perim_ratio_ch_1":0.74505,"diff_inten_density_ch_1":37.15739,"diff_inten_density_ch_3":31.57486,"diff_inten_density_ch_4":25.84165,"entropy_inten_ch_1":5.67203,"entropy_inten_ch_3":6.24957,"entropy_inten_ch_4":5.35396,"eq_circ_diam_ch_1":38.31515,"eq_ellipse_lwr_ch_1":1.11984,"eq_ellipse_oblate_vol_ch_1":3157.82187,"eq_ellipse_prolate_vol_ch_1":2819.89884,"eq_sphere_area_ch_1":4612.01814,"eq_sphere_vol_ch_1":29451.69698,"fiber_align_2_ch_3":1.09498,"fiber_align_2_ch_4":1,"fiber_length_ch_1":79.35496,"fiber_width_ch_1":14.9722,"inten_cooc_asm_ch_3":0.01332,"inten_cooc_asm_ch_4":0.00756,"inten_cooc_contrast_ch_3":13.92866,"inten_cooc_contrast_ch_4":36.11531,"inten_cooc_entropy_ch_3":7.32764,"inten_cooc_entropy_ch_4":7.88335,"inten_cooc_max_ch_3":0.08758,"inten_cooc_max_ch_4":0.05967,"kurt_inten_ch_1":0.01495,"kurt_inten_ch_3":0.3629,"kurt_inten_ch_4":-0.3817,"length_ch_1":48.80562,"neighbor_avg_dist_ch_1":267.40535,"neighbor_min_dist_ch_1":31.98483,"neighbor_var_dist_ch_1":122.1063,"perim_ch_1":188.65434,"shape_bfr_ch_1":0.577,"shape_lwr_ch_1":1.19201,"shape_p_2_a_ch_1":2.38375,"skew_inten_ch_1":0.76697,"skew_inten_ch_3":0.95297,"skew_inten_ch_4":0.51092,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":25,"total_inten_ch_1":25690,"total_inten_ch_2":15574,"total_inten_ch_3":40998,"total_inten_ch_4":20756,"var_inten_ch_1":19.91764,"var_inten_ch_3":33.49281,"var_inten_ch_4":14.68856,"width_ch_1":40.94383}
{"case":"Train","class":"WS","angle_ch_1":122.77667,"area_ch_1":205,"avg_inten_ch_1":298.42347,"avg_inten_ch_2":272.47449,"avg_inten_ch_3":178.46429,"avg_inten_ch_4":110.62755,"convex_hull_area_ratio_ch_1":1.15291,"convex_hull_perim_ratio_ch_1":0.93814,"diff_inten_density_ch_1":116.9493,"diff_inten_density_ch_3":72.47606,"diff_inten_density_ch_4":69.09014,"entropy_inten_ch_1":7.2231,"entropy_inten_ch_3":2.17084,"entropy_inten_ch_4":6.39601,"eq_circ_diam_ch_1":16.17343,"eq_ellipse_lwr_ch_1":1.53453,"eq_ellipse_oblate_vol_ch_1":278.03136,"eq_ellipse_prolate_vol_ch_1":181.18304,"eq_sphere_area_ch_1":821.77778,"eq_sphere_vol_ch_1":2215.16154,"fiber_align_2_ch_3":1.18923,"fiber_align_2_ch_4":1.61871,"fiber_length_ch_1":22.12363,"fiber_width_ch_1":9.75999,"inten_cooc_asm_ch_3":0.57433,"inten_cooc_asm_ch_4":0.0187,"inten_cooc_contrast_ch_3":0.25043,"inten_cooc_contrast_ch_4":11.09784,"inten_cooc_entropy_ch_3":1.78451,"inten_cooc_entropy_ch_4":6.80569,"inten_cooc_max_ch_3":0.75843,"inten_cooc_max_ch_4":0.11864,"kurt_inten_ch_1":-0.40395,"kurt_inten_ch_3":1.36884,"kurt_inten_ch_4":-0.67453,"length_ch_1":21.89787,"neighbor_avg_dist_ch_1":274.55011,"neighbor_min_dist_ch_1":19.12634,"neighbor_var_dist_ch_1":123.82681,"perim_ch_1":63.76723,"shape_bfr_ch_1":0.57989,"shape_lwr_ch_1":1.35349,"shape_p_2_a_ch_1":1.49857,"skew_inten_ch_1":-0.21953,"skew_inten_ch_3":1.73773,"skew_inten_ch_4":0.23357,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":58491,"total_inten_ch_2":53210,"total_inten_ch_3":34979,"total_inten_ch_4":21683,"var_inten_ch_1":127.56675,"var_inten_ch_3":358.83242,"var_inten_ch_4":79.7274,"width_ch_1":16.17878}
{"case":"Train","class":"WS","angle_ch_1":147.06334,"area_ch_1":314,"avg_inten_ch_1":87.30667,"avg_inten_ch_2":165.97667,"avg_inten_ch_3":164.80333,"avg_inten_ch_4":533.51,"convex_hull_area_ratio_ch_1":1.01771,"convex_hull_perim_ratio_ch_1":0.97546,"diff_inten_density_ch_1":67.07843,"diff_inten_density_ch_3":116.81462,"diff_inten_density_ch_4":353.65597,"entropy_inten_ch_1":6.80036,"entropy_inten_ch_3":6.50046,"entropy_inten_ch_4":7.04653,"eq_circ_diam_ch_1":20.00944,"eq_ellipse_lwr_ch_1":1.05566,"eq_ellipse_oblate_vol_ch_1":436.68148,"eq_ellipse_prolate_vol_ch_1":413.65864,"eq_sphere_area_ch_1":1257.82313,"eq_sphere_vol_ch_1":4194.72194,"fiber_align_2_ch_3":1.44346,"fiber_align_2_ch_4":1.29736,"fiber_length_ch_1":16.81568,"fiber_width_ch_1":16.81568,"inten_cooc_asm_ch_3":0.0472,"inten_cooc_asm_ch_4":0.01963,"inten_cooc_contrast_ch_3":5.9651,"inten_cooc_contrast_ch_4":9.15921,"inten_cooc_entropy_ch_3":6.20093,"inten_cooc_entropy_ch_4":6.81271,"inten_cooc_max_ch_3":0.20285,"inten_cooc_max_ch_4":0.11388,"kurt_inten_ch_1":3.38852,"kurt_inten_ch_3":4.79907,"kurt_inten_ch_4":-1.13648,"length_ch_1":21.58981,"neighbor_avg_dist_ch_1":302.57885,"neighbor_min_dist_ch_1":58.60807,"neighbor_var_dist_ch_1":123.10203,"perim_ch_1":67.26273,"shape_bfr_ch_1":0.71299,"shape_lwr_ch_1":1.05688,"shape_p_2_a_ch_1":1.10621,"skew_inten_ch_1":1.47288,"skew_inten_ch_3":1.89052,"skew_inten_ch_4":0.23732,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":26192,"total_inten_ch_2":49494,"total_inten_ch_3":49441,"total_inten_ch_4":160053,"var_inten_ch_1":77.63148,"var_inten_ch_3":182.11386,"var_inten_ch_4":425.5493,"width_ch_1":20.42796}
{"case":"Test","class":"PS","angle_ch_1":57.40683,"area_ch_1":1146,"avg_inten_ch_1":260.70201,"avg_inten_ch_2":91.23857,"avg_inten_ch_3":61.21298,"avg_inten_ch_4":65.29799,"convex_hull_area_ratio_ch_1":1.18548,"convex_hull_perim_ratio_ch_1":0.88589,"diff_inten_density_ch_1":100.51744,"diff_inten_density_ch_3":47.51314,"diff_inten_density_ch_4":52.96273,"entropy_inten_ch_1":8.1557,"entropy_inten_ch_3":4.35136,"entropy_inten_ch_4":4.96562,"eq_circ_diam_ch_1":38.21051,"eq_ellipse_lwr_ch_1":2.14509,"eq_ellipse_oblate_vol_ch_1":4334.81627,"eq_ellipse_prolate_vol_ch_1":2020.80483,"eq_sphere_area_ch_1":4586.86168,"eq_sphere_vol_ch_1":29211.05745,"fiber_align_2_ch_3":1.49722,"fiber_align_2_ch_4":1.3238,"fiber_length_ch_1":66.46893,"fiber_width_ch_1":17.59883,"inten_cooc_asm_ch_3":0.27974,"inten_cooc_asm_ch_4":0.15719,"inten_cooc_contrast_ch_3":1.42763,"inten_cooc_contrast_ch_4":3.51875,"inten_cooc_entropy_ch_3":3.65548,"inten_cooc_entropy_ch_4":4.72096,"inten_cooc_max_ch_3":0.52372,"inten_cooc_max_ch_4":0.39365,"kurt_inten_ch_1":0.10541,"kurt_inten_ch_3":14.6081,"kurt_inten_ch_4":10.03164,"length_ch_1":62.19077,"neighbor_avg_dist_ch_1":299.50569,"neighbor_min_dist_ch_1":52.46462,"neighbor_var_dist_ch_1":108.44238,"perim_ch_1":168.13553,"shape_bfr_ch_1":0.53136,"shape_lwr_ch_1":1.79218,"shape_p_2_a_ch_1":1.92311,"skew_inten_ch_1":1.02633,"skew_inten_ch_3":3.45114,"skew_inten_ch_4":3.13865,"spot_fiber_count_ch_3":10,"spot_fiber_count_ch_4":22,"total_inten_ch_1":285208,"total_inten_ch_2":98722,"total_inten_ch_3":66967,"total_inten_ch_4":71436,"var_inten_ch_1":283.45648,"var_inten_ch_3":130.01376,"var_inten_ch_4":144.77046,"width_ch_1":34.70123}
{"case":"Test","class":"PS","angle_ch_1":47.38753,"area_ch_1":157,"avg_inten_ch_1":130.82667,"avg_inten_ch_2":125.21333,"avg_inten_ch_3":140.62,"avg_inten_ch_4":105.56,"convex_hull_area_ratio_ch_1":1.03962,"convex_hull_perim_ratio_ch_1":0.96278,"diff_inten_density_ch_1":63.22963,"diff_inten_density_ch_3":81.3037,"diff_inten_density_ch_4":72.37037,"entropy_inten_ch_1":6.72039,"entropy_inten_ch_3":6.39266,"entropy_inten_ch_4":6.10174,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.31164,"eq_ellipse_oblate_vol_ch_1":172.09397,"eq_ellipse_prolate_vol_ch_1":131.20525,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.59504,"fiber_align_2_ch_4":1.33045,"fiber_length_ch_1":12.85219,"fiber_width_ch_1":12.85219,"inten_cooc_asm_ch_3":0.01765,"inten_cooc_asm_ch_4":0.01279,"inten_cooc_contrast_ch_3":7.75713,"inten_cooc_contrast_ch_4":9.68547,"inten_cooc_entropy_ch_3":6.60994,"inten_cooc_entropy_ch_4":6.81862,"inten_cooc_max_ch_3":0.09701,"inten_cooc_max_ch_4":0.08209,"kurt_inten_ch_1":-0.56597,"kurt_inten_ch_3":4.84214,"kurt_inten_ch_4":-1.16854,"length_ch_1":17.48017,"neighbor_avg_dist_ch_1":190.444,"neighbor_min_dist_ch_1":15.62777,"neighbor_var_dist_ch_1":80.7918,"perim_ch_1":51.40876,"shape_bfr_ch_1":0.64739,"shape_lwr_ch_1":1.25813,"shape_p_2_a_ch_1":1.2719,"skew_inten_ch_1":0.00771,"skew_inten_ch_3":1.88275,"skew_inten_ch_4":0.15998,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":19624,"total_inten_ch_2":18633,"total_inten_ch_3":21093,"total_inten_ch_4":15834,"var_inten_ch_1":63.89207,"var_inten_ch_3":123.98649,"var_inten_ch_4":78.78033,"width_ch_1":13.89376}
{"case":"Test","class":"WS","angle_ch_1":77.42801,"area_ch_1":203,"avg_inten_ch_1":111.23711,"avg_inten_ch_2":230.53093,"avg_inten_ch_3":215.90206,"avg_inten_ch_4":503.21649,"convex_hull_area_ratio_ch_1":1.02256,"convex_hull_perim_ratio_ch_1":0.97755,"diff_inten_density_ch_1":72.31092,"diff_inten_density_ch_3":105.77871,"diff_inten_density_ch_4":162.07563,"entropy_inten_ch_1":6.80603,"entropy_inten_ch_3":7.26223,"entropy_inten_ch_4":7.16662,"eq_circ_diam_ch_1":16.09071,"eq_ellipse_lwr_ch_1":1.32636,"eq_ellipse_oblate_vol_ch_1":254.53926,"eq_ellipse_prolate_vol_ch_1":191.90819,"eq_sphere_area_ch_1":813.39229,"eq_sphere_vol_ch_1":2181.34265,"fiber_align_2_ch_3":1.26656,"fiber_align_2_ch_4":1.14149,"fiber_length_ch_1":14.21978,"fiber_width_ch_1":14.21978,"inten_cooc_asm_ch_3":0.00827,"inten_cooc_asm_ch_4":0.0124,"inten_cooc_contrast_ch_3":10.7597,"inten_cooc_contrast_ch_4":3.90754,"inten_cooc_entropy_ch_3":7.16471,"inten_cooc_entropy_ch_4":6.72612,"inten_cooc_max_ch_3":0.0221,"inten_cooc_max_ch_4":0.05682,"kurt_inten_ch_1":0.05378,"kurt_inten_ch_3":-0.3085,"kurt_inten_ch_4":-0.80928,"length_ch_1":19.99235,"neighbor_avg_dist_ch_1":288.15318,"neighbor_min_dist_ch_1":25.61571,"neighbor_var_dist_ch_1":120.83817,"perim_ch_1":56.87912,"shape_bfr_ch_1":0.65869,"shape_lwr_ch_1":1.2947,"shape_p_2_a_ch_1":1.23115,"skew_inten_ch_1":0.72583,"skew_inten_ch_3":0.62228,"skew_inten_ch_4":0.38634,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":21580,"total_inten_ch_2":44530,"total_inten_ch_3":41885,"total_inten_ch_4":97624,"var_inten_ch_1":64.1086,"var_inten_ch_3":123.35042,"var_inten_ch_4":315.36525,"width_ch_1":15.44174}
{"case":"Train","class":"PS","angle_ch_1":124.61363,"area_ch_1":200,"avg_inten_ch_1":73.06283,"avg_inten_ch_2":1.6911,"avg_inten_ch_3":183.1466,"avg_inten_ch_4":44.65445,"convex_hull_area_ratio_ch_1":1.24538,"convex_hull_perim_ratio_ch_1":0.88018,"diff_inten_density_ch_1":62.15294,"diff_inten_density_ch_3":143.28235,"diff_inten_density_ch_4":38.94706,"entropy_inten_ch_1":6.65042,"entropy_inten_ch_3":7.10293,"entropy_inten_ch_4":4.206,"eq_circ_diam_ch_1":15.96581,"eq_ellipse_lwr_ch_1":1.96165,"eq_ellipse_oblate_vol_ch_1":302.4004,"eq_ellipse_prolate_vol_ch_1":154.15615,"eq_sphere_area_ch_1":800.81406,"eq_sphere_vol_ch_1":2130.94061,"fiber_align_2_ch_3":1.49317,"fiber_align_2_ch_4":1.77395,"fiber_length_ch_1":28.0016,"fiber_width_ch_1":7.58955,"inten_cooc_asm_ch_3":0.00705,"inten_cooc_asm_ch_4":0.19502,"inten_cooc_contrast_ch_3":18.63235,"inten_cooc_contrast_ch_4":3.35882,"inten_cooc_entropy_ch_3":7.36442,"inten_cooc_entropy_ch_4":4.41598,"inten_cooc_max_ch_3":0.01765,"inten_cooc_max_ch_4":0.44706,"kurt_inten_ch_1":-0.45338,"kurt_inten_ch_3":-0.57632,"kurt_inten_ch_4":-0.51777,"length_ch_1":23.62917,"neighbor_avg_dist_ch_1":184.31062,"neighbor_min_dist_ch_1":16.50843,"neighbor_var_dist_ch_1":89.64005,"perim_ch_1":71.18231,"shape_bfr_ch_1":0.53397,"shape_lwr_ch_1":1.48917,"shape_p_2_a_ch_1":1.89729,"skew_inten_ch_1":0.57191,"skew_inten_ch_3":0.54761,"skew_inten_ch_4":0.92987,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":13955,"total_inten_ch_2":133,"total_inten_ch_3":34981,"total_inten_ch_4":8529,"var_inten_ch_1":47.58587,"var_inten_ch_3":122.13185,"var_inten_ch_4":56.64481,"width_ch_1":15.8673}
{"case":"Train","class":"PS","angle_ch_1":40.99889,"area_ch_1":165,"avg_inten_ch_1":49.32911,"avg_inten_ch_2":4.87975,"avg_inten_ch_3":117.61392,"avg_inten_ch_4":24.42405,"convex_hull_area_ratio_ch_1":1.06471,"convex_hull_perim_ratio_ch_1":0.96215,"diff_inten_density_ch_1":52.55872,"diff_inten_density_ch_3":97.13523,"diff_inten_density_ch_4":27.52669,"entropy_inten_ch_1":6.14845,"entropy_inten_ch_3":6.72062,"entropy_inten_ch_4":3.37389,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":1.94147,"eq_ellipse_oblate_vol_ch_1":226.34611,"eq_ellipse_prolate_vol_ch_1":116.58464,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.77348,"fiber_align_2_ch_4":1.77018,"fiber_length_ch_1":19.49717,"fiber_width_ch_1":9.13936,"inten_cooc_asm_ch_3":0.00671,"inten_cooc_asm_ch_4":0.22911,"inten_cooc_contrast_ch_3":36.74899,"inten_cooc_contrast_ch_4":2.89141,"inten_cooc_entropy_ch_3":7.41303,"inten_cooc_entropy_ch_4":3.94101,"inten_cooc_max_ch_3":0.02128,"inten_cooc_max_ch_4":0.50355,"kurt_inten_ch_1":-0.58935,"kurt_inten_ch_3":-0.8904,"kurt_inten_ch_4":0.57764,"length_ch_1":21.19574,"neighbor_avg_dist_ch_1":205.81947,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":116.92981,"perim_ch_1":57.27306,"shape_bfr_ch_1":0.6498,"shape_lwr_ch_1":1.76272,"shape_p_2_a_ch_1":1.46488,"skew_inten_ch_1":0.24907,"skew_inten_ch_3":0.09746,"skew_inten_ch_4":1.36082,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":7794,"total_inten_ch_2":614,"total_inten_ch_3":18583,"total_inten_ch_4":3859,"var_inten_ch_1":26.18688,"var_inten_ch_3":60.98129,"var_inten_ch_4":37.52675,"width_ch_1":12.02446}
{"case":"Train","class":"PS","angle_ch_1":86.78664,"area_ch_1":393,"avg_inten_ch_1":26.608,"avg_inten_ch_2":280.68,"avg_inten_ch_3":17.248,"avg_inten_ch_4":75.99733,"convex_hull_area_ratio_ch_1":1.08986,"convex_hull_perim_ratio_ch_1":0.89731,"diff_inten_density_ch_1":40.18497,"diff_inten_density_ch_3":19.97399,"diff_inten_density_ch_4":57.30058,"entropy_inten_ch_1":5.75732,"entropy_inten_ch_3":4.4056,"entropy_inten_ch_4":5.21678,"eq_circ_diam_ch_1":22.37123,"eq_ellipse_lwr_ch_1":2.24923,"eq_ellipse_oblate_vol_ch_1":890.81061,"eq_ellipse_prolate_vol_ch_1":396.05137,"eq_sphere_area_ch_1":1572.27891,"eq_sphere_vol_ch_1":5862.30213,"fiber_align_2_ch_3":1.7077,"fiber_align_2_ch_4":1.64327,"fiber_length_ch_1":38.68261,"fiber_width_ch_1":10.55431,"inten_cooc_asm_ch_3":0.11397,"inten_cooc_asm_ch_4":0.1154,"inten_cooc_contrast_ch_3":6.35026,"inten_cooc_contrast_ch_4":3.69361,"inten_cooc_entropy_ch_3":5.17713,"inten_cooc_entropy_ch_4":5.13694,"inten_cooc_max_ch_3":0.33711,"inten_cooc_max_ch_4":0.33923,"kurt_inten_ch_1":0.46671,"kurt_inten_ch_3":5.08416,"kurt_inten_ch_4":0.14434,"length_ch_1":34.42126,"neighbor_avg_dist_ch_1":224.52245,"neighbor_min_dist_ch_1":17.03959,"neighbor_var_dist_ch_1":118.75309,"perim_ch_1":98.47386,"shape_bfr_ch_1":0.74984,"shape_lwr_ch_1":2.26024,"shape_p_2_a_ch_1":1.8901,"skew_inten_ch_1":0.73914,"skew_inten_ch_3":1.82793,"skew_inten_ch_4":1.14339,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":9978,"total_inten_ch_2":104881,"total_inten_ch_3":6468,"total_inten_ch_4":28499,"var_inten_ch_1":20.4759,"var_inten_ch_3":23.27757,"var_inten_ch_4":97.8837,"width_ch_1":15.22902}
{"case":"Train","class":"PS","angle_ch_1":97.82442,"area_ch_1":214,"avg_inten_ch_1":99.70244,"avg_inten_ch_2":370.08293,"avg_inten_ch_3":45.26341,"avg_inten_ch_4":84.98537,"convex_hull_area_ratio_ch_1":1.04113,"convex_hull_perim_ratio_ch_1":0.96309,"diff_inten_density_ch_1":61.96,"diff_inten_density_ch_3":42.70133,"diff_inten_density_ch_4":52.05067,"entropy_inten_ch_1":6.84395,"entropy_inten_ch_3":4.50013,"entropy_inten_ch_4":5.42846,"eq_circ_diam_ch_1":16.5406,"eq_ellipse_lwr_ch_1":1.71692,"eq_ellipse_oblate_vol_ch_1":314.57725,"eq_ellipse_prolate_vol_ch_1":183.22189,"eq_sphere_area_ch_1":859.51247,"eq_sphere_vol_ch_1":2369.47476,"fiber_align_2_ch_3":1.4058,"fiber_align_2_ch_4":1.57378,"fiber_length_ch_1":19.22214,"fiber_width_ch_1":11.60129,"inten_cooc_asm_ch_3":0.15037,"inten_cooc_asm_ch_4":0.09064,"inten_cooc_contrast_ch_3":2.83956,"inten_cooc_contrast_ch_4":4.04125,"inten_cooc_entropy_ch_3":4.74129,"inten_cooc_entropy_ch_4":5.39212,"inten_cooc_max_ch_3":0.38462,"inten_cooc_max_ch_4":0.29121,"kurt_inten_ch_1":1.58644,"kurt_inten_ch_3":6.2673,"kurt_inten_ch_4":-0.79906,"length_ch_1":23.28977,"neighbor_avg_dist_ch_1":212.00983,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":97.81716,"perim_ch_1":61.64685,"shape_bfr_ch_1":0.67323,"shape_lwr_ch_1":1.69942,"shape_p_2_a_ch_1":1.35613,"skew_inten_ch_1":1.10421,"skew_inten_ch_3":2.35021,"skew_inten_ch_4":0.65203,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":20439,"total_inten_ch_2":75663,"total_inten_ch_3":9279,"total_inten_ch_4":17422,"var_inten_ch_1":64.36219,"var_inten_ch_3":73.44697,"var_inten_ch_4":87.1054,"width_ch_1":13.70451}
{"case":"Test","class":"PS","angle_ch_1":5.86627,"area_ch_1":236,"avg_inten_ch_1":97.63274,"avg_inten_ch_2":229.23009,"avg_inten_ch_3":151.20796,"avg_inten_ch_4":442.23009,"convex_hull_area_ratio_ch_1":1.07627,"convex_hull_perim_ratio_ch_1":0.97302,"diff_inten_density_ch_1":66.76867,"diff_inten_density_ch_3":106.00723,"diff_inten_density_ch_4":270.67711,"entropy_inten_ch_1":6.69951,"entropy_inten_ch_3":6.63879,"entropy_inten_ch_4":7.20645,"eq_circ_diam_ch_1":17.36715,"eq_ellipse_lwr_ch_1":1.56882,"eq_ellipse_oblate_vol_ch_1":348.07368,"eq_ellipse_prolate_vol_ch_1":221.86931,"eq_sphere_area_ch_1":947.56009,"eq_sphere_vol_ch_1":2742.73567,"fiber_align_2_ch_3":1.5611,"fiber_align_2_ch_4":1.70907,"fiber_length_ch_1":18.5436,"fiber_width_ch_1":13.34001,"inten_cooc_asm_ch_3":0.02241,"inten_cooc_asm_ch_4":0.00809,"inten_cooc_contrast_ch_3":8.95292,"inten_cooc_contrast_ch_4":15.48649,"inten_cooc_entropy_ch_3":6.70732,"inten_cooc_entropy_ch_4":7.28991,"inten_cooc_max_ch_3":0.13235,"inten_cooc_max_ch_4":0.04412,"kurt_inten_ch_1":0.42535,"kurt_inten_ch_3":0.35074,"kurt_inten_ch_4":-0.34692,"length_ch_1":23.24298,"neighbor_avg_dist_ch_1":234.36048,"neighbor_min_dist_ch_1":49.95729,"neighbor_var_dist_ch_1":94.94444,"perim_ch_1":63.76723,"shape_bfr_ch_1":0.63663,"shape_lwr_ch_1":1.45185,"shape_p_2_a_ch_1":1.30807,"skew_inten_ch_1":0.54455,"skew_inten_ch_3":0.8547,"skew_inten_ch_4":0.19236,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":22065,"total_inten_ch_2":51581,"total_inten_ch_3":34173,"total_inten_ch_4":99944,"var_inten_ch_1":42.35671,"var_inten_ch_3":122.63929,"var_inten_ch_4":259.03825,"width_ch_1":16.0092}
{"case":"Test","class":"PS","angle_ch_1":122.07836,"area_ch_1":157,"avg_inten_ch_1":216.35333,"avg_inten_ch_2":393.35333,"avg_inten_ch_3":81.38667,"avg_inten_ch_4":119.46,"convex_hull_area_ratio_ch_1":1.0381,"convex_hull_perim_ratio_ch_1":0.97778,"diff_inten_density_ch_1":117.54815,"diff_inten_density_ch_3":72.81481,"diff_inten_density_ch_4":83.16296,"entropy_inten_ch_1":6.76039,"entropy_inten_ch_3":4.67862,"entropy_inten_ch_4":5.74764,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.87108,"eq_ellipse_oblate_vol_ch_1":205.54374,"eq_ellipse_prolate_vol_ch_1":109.85318,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.38026,"fiber_align_2_ch_4":1.66876,"fiber_length_ch_1":15.70315,"fiber_width_ch_1":10.51313,"inten_cooc_asm_ch_3":0.10772,"inten_cooc_asm_ch_4":0.04801,"inten_cooc_contrast_ch_3":3.71363,"inten_cooc_contrast_ch_4":6.31414,"inten_cooc_entropy_ch_3":5.03087,"inten_cooc_entropy_ch_4":5.97413,"inten_cooc_max_ch_3":0.31579,"inten_cooc_max_ch_4":0.21168,"kurt_inten_ch_1":0.83175,"kurt_inten_ch_3":0.4523,"kurt_inten_ch_4":-0.6436,"length_ch_1":20.7284,"neighbor_avg_dist_ch_1":191.54691,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":90.10275,"perim_ch_1":52.43257,"shape_bfr_ch_1":0.64166,"shape_lwr_ch_1":1.7535,"shape_p_2_a_ch_1":1.32517,"skew_inten_ch_1":0.91816,"skew_inten_ch_3":1.24959,"skew_inten_ch_4":0.61533,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":32453,"total_inten_ch_2":58854,"total_inten_ch_3":12208,"total_inten_ch_4":17919,"var_inten_ch_1":122.27543,"var_inten_ch_3":108.73489,"var_inten_ch_4":108.92711,"width_ch_1":11.82118}
{"case":"Test","class":"PS","angle_ch_1":29.13829,"area_ch_1":468,"avg_inten_ch_1":31.10738,"avg_inten_ch_2":16.59732,"avg_inten_ch_3":70.78971,"avg_inten_ch_4":51.65548,"convex_hull_area_ratio_ch_1":1.85506,"convex_hull_perim_ratio_ch_1":0.65171,"diff_inten_density_ch_1":39.47716,"diff_inten_density_ch_3":63.88071,"diff_inten_density_ch_4":44.51523,"entropy_inten_ch_1":6.10438,"entropy_inten_ch_3":6.95049,"entropy_inten_ch_4":5.24335,"eq_circ_diam_ch_1":24.42463,"eq_ellipse_lwr_ch_1":1.48081,"eq_ellipse_oblate_vol_ch_1":940.66034,"eq_ellipse_prolate_vol_ch_1":635.23269,"eq_sphere_area_ch_1":1874.15646,"eq_sphere_vol_ch_1":7629.2629,"fiber_align_2_ch_3":1.0057,"fiber_align_2_ch_4":1.4711,"fiber_length_ch_1":81.41089,"fiber_width_ch_1":6.17368,"inten_cooc_asm_ch_3":0.00632,"inten_cooc_asm_ch_4":0.10931,"inten_cooc_contrast_ch_3":15.68521,"inten_cooc_contrast_ch_4":4.56726,"inten_cooc_entropy_ch_3":7.66303,"inten_cooc_entropy_ch_4":5.35021,"inten_cooc_max_ch_3":0.03023,"inten_cooc_max_ch_4":0.32737,"kurt_inten_ch_1":3.42493,"kurt_inten_ch_3":3.85631,"kurt_inten_ch_4":1.32011,"length_ch_1":38.19031,"neighbor_avg_dist_ch_1":223.65982,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":115.94287,"perim_ch_1":175.16916,"shape_bfr_ch_1":0.38177,"shape_lwr_ch_1":1.18839,"shape_p_2_a_ch_1":4.85821,"skew_inten_ch_1":1.65135,"skew_inten_ch_3":1.58987,"skew_inten_ch_4":1.20729,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":13905,"total_inten_ch_2":6973,"total_inten_ch_3":31643,"total_inten_ch_4":23090,"var_inten_ch_1":28.29142,"var_inten_ch_3":61.52252,"var_inten_ch_4":61.47113,"width_ch_1":32.13617}
{"case":"Test","class":"PS","angle_ch_1":112.14287,"area_ch_1":349,"avg_inten_ch_1":32.58859,"avg_inten_ch_2":102.9039,"avg_inten_ch_3":49.93994,"avg_inten_ch_4":72.83483,"convex_hull_area_ratio_ch_1":1.16607,"convex_hull_perim_ratio_ch_1":0.94218,"diff_inten_density_ch_1":41.88303,"diff_inten_density_ch_3":34.18946,"diff_inten_density_ch_4":48.4827,"entropy_inten_ch_1":6.00028,"entropy_inten_ch_3":5.69954,"entropy_inten_ch_4":5.86866,"eq_circ_diam_ch_1":21.08125,"eq_ellipse_lwr_ch_1":3.64863,"eq_ellipse_oblate_vol_ch_1":949.40768,"eq_ellipse_prolate_vol_ch_1":260.20945,"eq_sphere_area_ch_1":1396.18367,"eq_sphere_vol_ch_1":4905.54932,"fiber_align_2_ch_3":1.59524,"fiber_align_2_ch_4":1.48019,"fiber_length_ch_1":42.65032,"fiber_width_ch_1":8.5464,"inten_cooc_asm_ch_3":0.06759,"inten_cooc_asm_ch_4":0.05497,"inten_cooc_contrast_ch_3":6.38011,"inten_cooc_contrast_ch_4":6.89712,"inten_cooc_entropy_ch_3":5.98728,"inten_cooc_entropy_ch_4":6.15555,"inten_cooc_max_ch_3":0.25321,"inten_cooc_max_ch_4":0.23077,"kurt_inten_ch_1":-0.40703,"kurt_inten_ch_3":-0.60281,"kurt_inten_ch_4":-1.16878,"length_ch_1":42.98146,"neighbor_avg_dist_ch_1":283.75052,"neighbor_min_dist_ch_1":23.36889,"neighbor_var_dist_ch_1":134.43665,"perim_ch_1":102.39344,"shape_bfr_ch_1":0.55881,"shape_lwr_ch_1":2.95762,"shape_p_2_a_ch_1":2.2889,"skew_inten_ch_1":0.39785,"skew_inten_ch_3":0.6002,"skew_inten_ch_4":0.36301,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":10852,"total_inten_ch_2":33935,"total_inten_ch_3":16630,"total_inten_ch_4":24254,"var_inten_ch_1":20.21971,"var_inten_ch_3":46.29754,"var_inten_ch_4":65.27139,"width_ch_1":14.53245}
{"case":"Test","class":"PS","angle_ch_1":158.23094,"area_ch_1":363,"avg_inten_ch_1":314.86744,"avg_inten_ch_2":214.5245,"avg_inten_ch_3":376.36888,"avg_inten_ch_4":375.5562,"convex_hull_area_ratio_ch_1":1.02225,"convex_hull_perim_ratio_ch_1":0.97285,"diff_inten_density_ch_1":152.28111,"diff_inten_density_ch_3":219.76805,"diff_inten_density_ch_4":227.85407,"entropy_inten_ch_1":7.64353,"entropy_inten_ch_3":7.99705,"entropy_inten_ch_4":7.05046,"eq_circ_diam_ch_1":21.51984,"eq_ellipse_lwr_ch_1":1.09301,"eq_ellipse_oblate_vol_ch_1":552.74877,"eq_ellipse_prolate_vol_ch_1":505.71256,"eq_sphere_area_ch_1":1454.88209,"eq_sphere_vol_ch_1":5218.13737,"fiber_align_2_ch_3":1.13835,"fiber_align_2_ch_4":1.50651,"fiber_length_ch_1":18.26357,"fiber_width_ch_1":18.26357,"inten_cooc_asm_ch_3":0.00803,"inten_cooc_asm_ch_4":0.02974,"inten_cooc_contrast_ch_3":8.31284,"inten_cooc_contrast_ch_4":5.55143,"inten_cooc_entropy_ch_3":7.26783,"inten_cooc_entropy_ch_4":6.48593,"inten_cooc_max_ch_3":0.02462,"inten_cooc_max_ch_4":0.15031,"kurt_inten_ch_1":-0.44534,"kurt_inten_ch_3":0.69869,"kurt_inten_ch_4":1.06254,"length_ch_1":23.19573,"neighbor_avg_dist_ch_1":244.24022,"neighbor_min_dist_ch_1":23.0982,"neighbor_var_dist_ch_1":104.96779,"perim_ch_1":73.05428,"shape_bfr_ch_1":0.73638,"shape_lwr_ch_1":1.0893,"shape_p_2_a_ch_1":1.12705,"skew_inten_ch_1":-0.03814,"skew_inten_ch_3":1.0675,"skew_inten_ch_4":1.21211,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":109259,"total_inten_ch_2":74094,"total_inten_ch_3":130600,"total_inten_ch_4":130318,"var_inten_ch_1":180.14024,"var_inten_ch_3":303.46865,"var_inten_ch_4":381.37303,"width_ch_1":21.29414}
{"case":"Test","class":"PS","angle_ch_1":32.21349,"area_ch_1":262,"avg_inten_ch_1":60.752,"avg_inten_ch_2":2.268,"avg_inten_ch_3":147.72,"avg_inten_ch_4":92.24,"convex_hull_area_ratio_ch_1":1.37523,"convex_hull_perim_ratio_ch_1":0.90184,"diff_inten_density_ch_1":53.97065,"diff_inten_density_ch_3":123.05418,"diff_inten_density_ch_4":57.33409,"entropy_inten_ch_1":6.6657,"entropy_inten_ch_3":7.24809,"entropy_inten_ch_4":5.9293,"eq_circ_diam_ch_1":18.26603,"eq_ellipse_lwr_ch_1":3.90426,"eq_ellipse_oblate_vol_ch_1":638.85312,"eq_ellipse_prolate_vol_ch_1":163.62969,"eq_sphere_area_ch_1":1048.18594,"eq_sphere_vol_ch_1":3191.0331,"fiber_align_2_ch_3":1.49092,"fiber_align_2_ch_4":1.719,"fiber_length_ch_1":41.77467,"fiber_width_ch_1":6.68686,"inten_cooc_asm_ch_3":0.00605,"inten_cooc_asm_ch_4":0.03724,"inten_cooc_contrast_ch_3":20.79192,"inten_cooc_contrast_ch_4":12.34968,"inten_cooc_entropy_ch_3":7.57212,"inten_cooc_entropy_ch_4":6.48311,"inten_cooc_max_ch_3":0.01802,"inten_cooc_max_ch_4":0.1982,"kurt_inten_ch_1":0.12828,"kurt_inten_ch_3":0.5432,"kurt_inten_ch_4":-0.84126,"length_ch_1":37.67281,"neighbor_avg_dist_ch_1":223.84374,"neighbor_min_dist_ch_1":24.76265,"neighbor_var_dist_ch_1":113.55257,"perim_ch_1":96.92307,"shape_bfr_ch_1":0.52622,"shape_lwr_ch_1":2.85001,"shape_p_2_a_ch_1":2.67612,"skew_inten_ch_1":0.68616,"skew_inten_ch_3":0.81931,"skew_inten_ch_4":0.05082,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":15188,"total_inten_ch_2":318,"total_inten_ch_3":36930,"total_inten_ch_4":23060,"var_inten_ch_1":39.27649,"var_inten_ch_3":101.17672,"var_inten_ch_4":68.19336,"width_ch_1":13.21851}
{"case":"Test","class":"WS","angle_ch_1":60.32265,"area_ch_1":944,"avg_inten_ch_1":26.40067,"avg_inten_ch_2":73.13651,"avg_inten_ch_3":32.20533,"avg_inten_ch_4":62.35627,"convex_hull_area_ratio_ch_1":1.3102,"convex_hull_perim_ratio_ch_1":0.79545,"diff_inten_density_ch_1":38.2819,"diff_inten_density_ch_3":25.03323,"diff_inten_density_ch_4":35.15786,"entropy_inten_ch_1":5.86181,"entropy_inten_ch_3":5.64581,"entropy_inten_ch_4":5.60368,"eq_circ_diam_ch_1":34.67661,"eq_ellipse_lwr_ch_1":2.59327,"eq_ellipse_oblate_vol_ch_1":3562.31783,"eq_ellipse_prolate_vol_ch_1":1373.67758,"eq_sphere_area_ch_1":3777.66213,"eq_sphere_vol_ch_1":21832.75203,"fiber_align_2_ch_3":1.23404,"fiber_align_2_ch_4":1.3463,"fiber_length_ch_1":83.89935,"fiber_width_ch_1":11.70004,"inten_cooc_asm_ch_3":0.04624,"inten_cooc_asm_ch_4":0.10727,"inten_cooc_contrast_ch_3":7.79399,"inten_cooc_contrast_ch_4":3.47388,"inten_cooc_entropy_ch_3":6.36087,"inten_cooc_entropy_ch_4":5.38504,"inten_cooc_max_ch_3":0.20191,"inten_cooc_max_ch_4":0.319,"kurt_inten_ch_1":-0.1567,"kurt_inten_ch_3":1.30074,"kurt_inten_ch_4":-0.85292,"length_ch_1":65.65107,"neighbor_avg_dist_ch_1":215.71793,"neighbor_min_dist_ch_1":28.44643,"neighbor_var_dist_ch_1":101.66542,"perim_ch_1":191.19879,"shape_bfr_ch_1":0.49023,"shape_lwr_ch_1":2.23727,"shape_p_2_a_ch_1":2.96355,"skew_inten_ch_1":0.56446,"skew_inten_ch_3":1.22002,"skew_inten_ch_4":0.61087,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":16,"total_inten_ch_1":23787,"total_inten_ch_2":64996,"total_inten_ch_3":29017,"total_inten_ch_4":56183,"var_inten_ch_1":19.21063,"var_inten_ch_3":33.71604,"var_inten_ch_4":64.73772,"width_ch_1":29.34422}
{"case":"Train","class":"PS","angle_ch_1":47.55953,"area_ch_1":477,"avg_inten_ch_1":22.89912,"avg_inten_ch_2":89.83991,"avg_inten_ch_3":31.39035,"avg_inten_ch_4":103.48684,"convex_hull_area_ratio_ch_1":1.5216,"convex_hull_perim_ratio_ch_1":0.64526,"diff_inten_density_ch_1":37.08878,"diff_inten_density_ch_3":30.04562,"diff_inten_density_ch_4":64.89642,"entropy_inten_ch_1":5.65908,"entropy_inten_ch_3":5.12784,"entropy_inten_ch_4":6.11446,"eq_circ_diam_ch_1":24.66929,"eq_ellipse_lwr_ch_1":1.25277,"eq_ellipse_oblate_vol_ch_1":891.46424,"eq_ellipse_prolate_vol_ch_1":711.59634,"eq_sphere_area_ch_1":1911.89116,"eq_sphere_vol_ch_1":7860.83282,"fiber_align_2_ch_3":1.45912,"fiber_align_2_ch_4":1.69469,"fiber_length_ch_1":76.58965,"fiber_width_ch_1":6.65127,"inten_cooc_asm_ch_3":0.06908,"inten_cooc_asm_ch_4":0.05813,"inten_cooc_contrast_ch_3":5.91583,"inten_cooc_contrast_ch_4":7.43072,"inten_cooc_entropy_ch_3":5.70222,"inten_cooc_entropy_ch_4":6.15152,"inten_cooc_max_ch_3":0.25061,"inten_cooc_max_ch_4":0.24324,"kurt_inten_ch_1":3.57945,"kurt_inten_ch_3":7.81243,"kurt_inten_ch_4":-0.99404,"length_ch_1":38.73061,"neighbor_avg_dist_ch_1":170.39839,"neighbor_min_dist_ch_1":32.90556,"neighbor_var_dist_ch_1":77.22072,"perim_ch_1":166.48184,"shape_bfr_ch_1":0.42032,"shape_lwr_ch_1":1.31911,"shape_p_2_a_ch_1":4.32959,"skew_inten_ch_1":1.47227,"skew_inten_ch_3":2.4646,"skew_inten_ch_4":0.30268,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10442,"total_inten_ch_2":40512,"total_inten_ch_3":14314,"total_inten_ch_4":47190,"var_inten_ch_1":19.95177,"var_inten_ch_3":48.55112,"var_inten_ch_4":88.50139,"width_ch_1":29.36107}
{"case":"Test","class":"PS","angle_ch_1":98.11748,"area_ch_1":151,"avg_inten_ch_1":49.30345,"avg_inten_ch_2":1.08276,"avg_inten_ch_3":120.44138,"avg_inten_ch_4":20.56552,"convex_hull_area_ratio_ch_1":1.4848,"convex_hull_perim_ratio_ch_1":0.9276,"diff_inten_density_ch_1":54.35772,"diff_inten_density_ch_3":108.20325,"diff_inten_density_ch_4":27.52033,"entropy_inten_ch_1":6.00827,"entropy_inten_ch_3":6.68674,"entropy_inten_ch_4":2.64031,"eq_circ_diam_ch_1":13.911,"eq_ellipse_lwr_ch_1":4.46026,"eq_ellipse_oblate_vol_ch_1":301.61554,"eq_ellipse_prolate_vol_ch_1":67.62284,"eq_sphere_area_ch_1":607.94785,"eq_sphere_vol_ch_1":1409.52667,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.82719,"fiber_length_ch_1":32.97133,"fiber_width_ch_1":4.96732,"inten_cooc_asm_ch_3":0.00802,"inten_cooc_asm_ch_4":0.38196,"inten_cooc_contrast_ch_3":26.41538,"inten_cooc_contrast_ch_4":2.0754,"inten_cooc_entropy_ch_3":7.14486,"inten_cooc_entropy_ch_4":2.84658,"inten_cooc_max_ch_3":0.02308,"inten_cooc_max_ch_4":0.63077,"kurt_inten_ch_1":0.24954,"kurt_inten_ch_3":-0.19917,"kurt_inten_ch_4":2.06181,"length_ch_1":30.40495,"neighbor_avg_dist_ch_1":239.99994,"neighbor_min_dist_ch_1":43.53298,"neighbor_var_dist_ch_1":127.03394,"perim_ch_1":75.87729,"shape_bfr_ch_1":0.51541,"shape_lwr_ch_1":3.13497,"shape_p_2_a_ch_1":2.79739,"skew_inten_ch_1":0.73653,"skew_inten_ch_3":0.4524,"skew_inten_ch_4":1.71597,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":7149,"total_inten_ch_2":13,"total_inten_ch_3":17464,"total_inten_ch_4":2982,"var_inten_ch_1":29.32207,"var_inten_ch_3":72.55807,"var_inten_ch_4":35.59307,"width_ch_1":9.69863}
{"case":"Test","class":"WS","angle_ch_1":14.69102,"area_ch_1":375,"avg_inten_ch_1":229.08659,"avg_inten_ch_2":157.84078,"avg_inten_ch_3":36.76257,"avg_inten_ch_4":65.7933,"convex_hull_area_ratio_ch_1":1.03388,"convex_hull_perim_ratio_ch_1":0.96787,"diff_inten_density_ch_1":84.83952,"diff_inten_density_ch_3":37.52897,"diff_inten_density_ch_4":41.2734,"entropy_inten_ch_1":7.76363,"entropy_inten_ch_3":3.14808,"entropy_inten_ch_4":5.33486,"eq_circ_diam_ch_1":21.85827,"eq_ellipse_lwr_ch_1":1.02492,"eq_ellipse_oblate_vol_ch_1":560.90739,"eq_ellipse_prolate_vol_ch_1":547.26921,"eq_sphere_area_ch_1":1501.00227,"eq_sphere_vol_ch_1":5468.2182,"fiber_align_2_ch_3":1.39915,"fiber_align_2_ch_4":1.40949,"fiber_length_ch_1":18.71337,"fiber_width_ch_1":18.71337,"inten_cooc_asm_ch_3":0.36743,"inten_cooc_asm_ch_4":0.12922,"inten_cooc_contrast_ch_3":1.5049,"inten_cooc_contrast_ch_4":4.09634,"inten_cooc_entropy_ch_3":3.05309,"inten_cooc_entropy_ch_4":5.21445,"inten_cooc_max_ch_3":0.60237,"inten_cooc_max_ch_4":0.36012,"kurt_inten_ch_1":-0.96002,"kurt_inten_ch_3":5.37002,"kurt_inten_ch_4":-0.91235,"length_ch_1":22.61462,"neighbor_avg_dist_ch_1":232.35787,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":109.41727,"perim_ch_1":74.85348,"shape_bfr_ch_1":0.73531,"shape_lwr_ch_1":1.00214,"shape_p_2_a_ch_1":1.15278,"skew_inten_ch_1":-0.12597,"skew_inten_ch_3":2.40977,"skew_inten_ch_4":0.62573,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":82013,"total_inten_ch_2":56150,"total_inten_ch_3":13161,"total_inten_ch_4":23554,"var_inten_ch_1":112.15938,"var_inten_ch_3":75.2969,"var_inten_ch_4":68.53044,"width_ch_1":22.56638}
{"case":"Test","class":"WS","angle_ch_1":94.18304,"area_ch_1":204,"avg_inten_ch_1":201.04103,"avg_inten_ch_2":304.33333,"avg_inten_ch_3":185.41026,"avg_inten_ch_4":49.18974,"convex_hull_area_ratio_ch_1":1.07654,"convex_hull_perim_ratio_ch_1":0.96098,"diff_inten_density_ch_1":124.84136,"diff_inten_density_ch_3":150.04816,"diff_inten_density_ch_4":43.13598,"entropy_inten_ch_1":7.21623,"entropy_inten_ch_3":4.40273,"entropy_inten_ch_4":5.1378,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":2.91816,"eq_ellipse_oblate_vol_ch_1":380.47653,"eq_ellipse_prolate_vol_ch_1":130.38243,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.19351,"fiber_align_2_ch_4":1.70995,"fiber_length_ch_1":24.83688,"fiber_width_ch_1":8.54607,"inten_cooc_asm_ch_3":0.18999,"inten_cooc_asm_ch_4":0.07737,"inten_cooc_contrast_ch_3":2.35212,"inten_cooc_contrast_ch_4":7.00751,"inten_cooc_entropy_ch_3":4.32149,"inten_cooc_entropy_ch_4":5.53938,"inten_cooc_max_ch_3":0.44022,"inten_cooc_max_ch_4":0.27717,"kurt_inten_ch_1":1.09141,"kurt_inten_ch_3":4.33698,"kurt_inten_ch_4":1.24558,"length_ch_1":26.84686,"neighbor_avg_dist_ch_1":226.36308,"neighbor_min_dist_ch_1":19.69337,"neighbor_var_dist_ch_1":101.2449,"perim_ch_1":66.7659,"shape_bfr_ch_1":0.75112,"shape_lwr_ch_1":2.64863,"shape_p_2_a_ch_1":1.67122,"skew_inten_ch_1":0.93628,"skew_inten_ch_3":2.05574,"skew_inten_ch_4":1.36096,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":39203,"total_inten_ch_2":59151,"total_inten_ch_3":36155,"total_inten_ch_4":9592,"var_inten_ch_1":127.95115,"var_inten_ch_3":291.58876,"var_inten_ch_4":61.02332,"width_ch_1":10.13614}
{"case":"Test","class":"PS","angle_ch_1":166.29426,"area_ch_1":241,"avg_inten_ch_1":84.93478,"avg_inten_ch_2":301.41304,"avg_inten_ch_3":98.6087,"avg_inten_ch_4":344.13478,"convex_hull_area_ratio_ch_1":1.24246,"convex_hull_perim_ratio_ch_1":0.9265,"diff_inten_density_ch_1":61.46043,"diff_inten_density_ch_3":66.52038,"diff_inten_density_ch_4":207.81535,"entropy_inten_ch_1":6.80431,"entropy_inten_ch_3":5.60535,"entropy_inten_ch_4":7.06663,"eq_circ_diam_ch_1":17.52016,"eq_ellipse_lwr_ch_1":1.80052,"eq_ellipse_oblate_vol_ch_1":382.83546,"eq_ellipse_prolate_vol_ch_1":212.62506,"eq_sphere_area_ch_1":964.33107,"eq_sphere_vol_ch_1":2815.87291,"fiber_align_2_ch_3":1.14067,"fiber_align_2_ch_4":1.32036,"fiber_length_ch_1":28.75773,"fiber_width_ch_1":8.75683,"inten_cooc_asm_ch_3":0.08079,"inten_cooc_asm_ch_4":0.01357,"inten_cooc_contrast_ch_3":5.04431,"inten_cooc_contrast_ch_4":11.38723,"inten_cooc_entropy_ch_3":5.56917,"inten_cooc_entropy_ch_4":6.99312,"inten_cooc_max_ch_3":0.2783,"inten_cooc_max_ch_4":0.08962,"kurt_inten_ch_1":3.5626,"kurt_inten_ch_3":8.56698,"kurt_inten_ch_4":-0.80442,"length_ch_1":26.56446,"neighbor_avg_dist_ch_1":244.24573,"neighbor_min_dist_ch_1":13.77395,"neighbor_var_dist_ch_1":115.24389,"perim_ch_1":75.02913,"shape_bfr_ch_1":0.55339,"shape_lwr_ch_1":1.61982,"shape_p_2_a_ch_1":1.77888,"skew_inten_ch_1":1.38085,"skew_inten_ch_3":2.77217,"skew_inten_ch_4":0.23472,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":19535,"total_inten_ch_2":69096,"total_inten_ch_3":22680,"total_inten_ch_4":79151,"var_inten_ch_1":55.77922,"var_inten_ch_3":147.9346,"var_inten_ch_4":238.96944,"width_ch_1":16.39966}
{"case":"Test","class":"PS","angle_ch_1":5.74845,"area_ch_1":767,"avg_inten_ch_1":41.30055,"avg_inten_ch_2":4.12978,"avg_inten_ch_3":110.36339,"avg_inten_ch_4":22.93033,"convex_hull_area_ratio_ch_1":1.91067,"convex_hull_perim_ratio_ch_1":0.69622,"diff_inten_density_ch_1":47.2403,"diff_inten_density_ch_3":80.35513,"diff_inten_density_ch_4":24.45399,"entropy_inten_ch_1":6.47134,"entropy_inten_ch_3":7.58007,"entropy_inten_ch_4":4.33351,"eq_circ_diam_ch_1":31.25574,"eq_ellipse_lwr_ch_1":3.34888,"eq_ellipse_oblate_vol_ch_1":2964.40873,"eq_ellipse_prolate_vol_ch_1":885.19359,"eq_sphere_area_ch_1":3069.08844,"eq_sphere_vol_ch_1":15987.77094,"fiber_align_2_ch_3":1.38048,"fiber_align_2_ch_4":1.38614,"fiber_length_ch_1":115.74231,"fiber_width_ch_1":7.04573,"inten_cooc_asm_ch_3":0.00605,"inten_cooc_asm_ch_4":0.17198,"inten_cooc_contrast_ch_3":20.18002,"inten_cooc_contrast_ch_4":4.5952,"inten_cooc_entropy_ch_3":7.85537,"inten_cooc_entropy_ch_4":4.73876,"inten_cooc_max_ch_3":0.03776,"inten_cooc_max_ch_4":0.41041,"kurt_inten_ch_1":1.17874,"kurt_inten_ch_3":2.10298,"kurt_inten_ch_4":3.11548,"length_ch_1":70.80714,"neighbor_avg_dist_ch_1":258.44923,"neighbor_min_dist_ch_1":20.11467,"neighbor_var_dist_ch_1":121.178,"perim_ch_1":245.57608,"shape_bfr_ch_1":0.34981,"shape_lwr_ch_1":2.28581,"shape_p_2_a_ch_1":5.88494,"skew_inten_ch_1":0.86494,"skew_inten_ch_3":1.10872,"skew_inten_ch_4":1.84335,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":16,"total_inten_ch_1":30232,"total_inten_ch_2":2292,"total_inten_ch_3":80786,"total_inten_ch_4":16785,"var_inten_ch_1":29.34075,"var_inten_ch_3":73.71038,"var_inten_ch_4":34.89867,"width_ch_1":30.97681}
{"case":"Test","class":"PS","angle_ch_1":1.08317,"area_ch_1":185,"avg_inten_ch_1":54.40113,"avg_inten_ch_2":260.64972,"avg_inten_ch_3":66.35028,"avg_inten_ch_4":166.20339,"convex_hull_area_ratio_ch_1":1.05691,"convex_hull_perim_ratio_ch_1":0.95647,"diff_inten_density_ch_1":51.43614,"diff_inten_density_ch_3":55.18692,"diff_inten_density_ch_4":94.61371,"entropy_inten_ch_1":6.16268,"entropy_inten_ch_3":6.09359,"entropy_inten_ch_4":6.64528,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.96623,"eq_ellipse_oblate_vol_ch_1":270.0839,"eq_ellipse_prolate_vol_ch_1":137.36124,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.59572,"fiber_align_2_ch_4":1.47024,"fiber_length_ch_1":19.23212,"fiber_width_ch_1":10.05559,"inten_cooc_asm_ch_3":0.01537,"inten_cooc_asm_ch_4":0.0168,"inten_cooc_contrast_ch_3":13.79242,"inten_cooc_contrast_ch_4":7.92931,"inten_cooc_entropy_ch_3":6.79316,"inten_cooc_entropy_ch_4":6.64753,"inten_cooc_max_ch_3":0.08485,"inten_cooc_max_ch_4":0.10303,"kurt_inten_ch_1":-0.08389,"kurt_inten_ch_3":2.32189,"kurt_inten_ch_4":-0.84705,"length_ch_1":21.55422,"neighbor_avg_dist_ch_1":218.69266,"neighbor_min_dist_ch_1":28.7397,"neighbor_var_dist_ch_1":110.9149,"perim_ch_1":58.57542,"shape_bfr_ch_1":0.75407,"shape_lwr_ch_1":1.88828,"shape_p_2_a_ch_1":1.41183,"skew_inten_ch_1":0.54626,"skew_inten_ch_3":1.46233,"skew_inten_ch_4":0.43414,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":9629,"total_inten_ch_2":45959,"total_inten_ch_3":11744,"total_inten_ch_4":29418,"var_inten_ch_1":32.04504,"var_inten_ch_3":59.83642,"var_inten_ch_4":131.62678,"width_ch_1":11.41472}
{"case":"Test","class":"WS","angle_ch_1":114.71153,"area_ch_1":232,"avg_inten_ch_1":129.93243,"avg_inten_ch_2":350.72072,"avg_inten_ch_3":112.29279,"avg_inten_ch_4":327.53604,"convex_hull_area_ratio_ch_1":1.04044,"convex_hull_perim_ratio_ch_1":0.96166,"diff_inten_density_ch_1":73.88293,"diff_inten_density_ch_3":106.00976,"diff_inten_density_ch_4":165.49268,"entropy_inten_ch_1":6.83833,"entropy_inten_ch_3":4.95803,"entropy_inten_ch_4":6.97389,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":1.20811,"eq_ellipse_oblate_vol_ch_1":297.37431,"eq_ellipse_prolate_vol_ch_1":246.14928,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.74702,"fiber_align_2_ch_4":1.2597,"fiber_length_ch_1":15.19967,"fiber_width_ch_1":15.19967,"inten_cooc_asm_ch_3":0.14476,"inten_cooc_asm_ch_4":0.015,"inten_cooc_contrast_ch_3":3.13592,"inten_cooc_contrast_ch_4":8.07565,"inten_cooc_entropy_ch_3":4.73683,"inten_cooc_entropy_ch_4":6.85495,"inten_cooc_max_ch_3":0.37198,"inten_cooc_max_ch_4":0.08696,"kurt_inten_ch_1":0.59872,"kurt_inten_ch_3":3.21026,"kurt_inten_ch_4":-1.08242,"length_ch_1":20.51894,"neighbor_avg_dist_ch_1":257.65598,"neighbor_min_dist_ch_1":22.89308,"neighbor_var_dist_ch_1":128.13876,"perim_ch_1":60.7987,"shape_bfr_ch_1":0.63701,"shape_lwr_ch_1":1.15257,"shape_p_2_a_ch_1":1.22681,"skew_inten_ch_1":0.24455,"skew_inten_ch_3":1.94166,"skew_inten_ch_4":0.02311,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":28845,"total_inten_ch_2":77639,"total_inten_ch_3":24929,"total_inten_ch_4":72713,"var_inten_ch_1":54.53167,"var_inten_ch_3":175.245,"var_inten_ch_4":221.78282,"width_ch_1":17.80283}
{"case":"Train","class":"PS","angle_ch_1":178.04845,"area_ch_1":164,"avg_inten_ch_1":219.3121,"avg_inten_ch_2":98.28025,"avg_inten_ch_3":11.66879,"avg_inten_ch_4":2.6242,"convex_hull_area_ratio_ch_1":1.05505,"convex_hull_perim_ratio_ch_1":0.96795,"diff_inten_density_ch_1":131.31915,"diff_inten_density_ch_3":13.12057,"diff_inten_density_ch_4":7.1844,"entropy_inten_ch_1":6.94418,"entropy_inten_ch_3":4.7046,"entropy_inten_ch_4":2.74705,"eq_circ_diam_ch_1":14.47518,"eq_ellipse_lwr_ch_1":2.64859,"eq_ellipse_oblate_vol_ch_1":261.8654,"eq_ellipse_prolate_vol_ch_1":98.86986,"eq_sphere_area_ch_1":658.26077,"eq_sphere_vol_ch_1":1588.07414,"fiber_align_2_ch_3":1.50867,"fiber_align_2_ch_4":1,"fiber_length_ch_1":20.50627,"fiber_width_ch_1":8.35737,"inten_cooc_asm_ch_3":0.01372,"inten_cooc_asm_ch_4":0.08449,"inten_cooc_contrast_ch_3":14.81255,"inten_cooc_contrast_ch_4":14.20635,"inten_cooc_entropy_ch_3":6.67682,"inten_cooc_entropy_ch_4":4.93208,"inten_cooc_max_ch_3":0.07407,"inten_cooc_max_ch_4":0.28571,"kurt_inten_ch_1":-0.59424,"kurt_inten_ch_3":0.59397,"kurt_inten_ch_4":7.2744,"length_ch_1":22.65021,"neighbor_avg_dist_ch_1":277.17346,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":143.30651,"perim_ch_1":57.72727,"shape_bfr_ch_1":0.76577,"shape_lwr_ch_1":2.38728,"shape_p_2_a_ch_1":1.54737,"skew_inten_ch_1":0.40998,"skew_inten_ch_3":1.2003,"skew_inten_ch_4":2.17537,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":34432,"total_inten_ch_2":15274,"total_inten_ch_3":1832,"total_inten_ch_4":412,"var_inten_ch_1":137.64701,"var_inten_ch_3":11.8038,"var_inten_ch_4":3.77625,"width_ch_1":9.48786}
{"case":"Train","class":"WS","angle_ch_1":10.38734,"area_ch_1":244,"avg_inten_ch_1":346.7897,"avg_inten_ch_2":205.00429,"avg_inten_ch_3":23.51931,"avg_inten_ch_4":103.92275,"convex_hull_area_ratio_ch_1":1.12784,"convex_hull_perim_ratio_ch_1":0.94487,"diff_inten_density_ch_1":169.3615,"diff_inten_density_ch_3":26.23005,"diff_inten_density_ch_4":76.55399,"entropy_inten_ch_1":7.54545,"entropy_inten_ch_3":3.74342,"entropy_inten_ch_4":4.42663,"eq_circ_diam_ch_1":17.63405,"eq_ellipse_lwr_ch_1":2.09148,"eq_ellipse_oblate_vol_ch_1":420.70986,"eq_ellipse_prolate_vol_ch_1":201.15377,"eq_sphere_area_ch_1":976.9093,"eq_sphere_vol_ch_1":2871.14534,"fiber_align_2_ch_3":1.49519,"fiber_align_2_ch_4":1.46721,"fiber_length_ch_1":25.1469,"fiber_width_ch_1":10.10801,"inten_cooc_asm_ch_3":0.25255,"inten_cooc_asm_ch_4":0.20354,"inten_cooc_contrast_ch_3":3.16152,"inten_cooc_contrast_ch_4":2.31589,"inten_cooc_entropy_ch_3":3.97674,"inten_cooc_entropy_ch_4":4.25566,"inten_cooc_max_ch_3":0.5023,"inten_cooc_max_ch_4":0.45455,"kurt_inten_ch_1":-0.63658,"kurt_inten_ch_3":0.52705,"kurt_inten_ch_4":-0.06294,"length_ch_1":25.2763,"neighbor_avg_dist_ch_1":261.12638,"neighbor_min_dist_ch_1":16.79172,"neighbor_var_dist_ch_1":119.78303,"perim_ch_1":70.50982,"shape_bfr_ch_1":0.65944,"shape_lwr_ch_1":1.72508,"shape_p_2_a_ch_1":1.55646,"skew_inten_ch_1":-0.0601,"skew_inten_ch_3":1.304,"skew_inten_ch_4":1.10357,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":80802,"total_inten_ch_2":47534,"total_inten_ch_3":5480,"total_inten_ch_4":24214,"var_inten_ch_1":162.5139,"var_inten_ch_3":34.3,"var_inten_ch_4":137.86301,"width_ch_1":14.65221}
{"case":"Test","class":"WS","angle_ch_1":53.12706,"area_ch_1":342,"avg_inten_ch_1":132.13761,"avg_inten_ch_2":184.19878,"avg_inten_ch_3":76.93272,"avg_inten_ch_4":391.26911,"convex_hull_area_ratio_ch_1":1.05365,"convex_hull_perim_ratio_ch_1":0.96693,"diff_inten_density_ch_1":62.92822,"diff_inten_density_ch_3":45.72757,"diff_inten_density_ch_4":213.94617,"entropy_inten_ch_1":6.83236,"entropy_inten_ch_3":5.80879,"entropy_inten_ch_4":7.33298,"eq_circ_diam_ch_1":20.89046,"eq_ellipse_lwr_ch_1":1.14416,"eq_ellipse_oblate_vol_ch_1":517.35196,"eq_ellipse_prolate_vol_ch_1":452.16845,"eq_sphere_area_ch_1":1371.02721,"eq_sphere_vol_ch_1":4773.56593,"fiber_align_2_ch_3":1.42932,"fiber_align_2_ch_4":1.00505,"fiber_length_ch_1":18.43923,"fiber_width_ch_1":18.43923,"inten_cooc_asm_ch_3":0.07829,"inten_cooc_asm_ch_4":0.01687,"inten_cooc_contrast_ch_3":3.96125,"inten_cooc_contrast_ch_4":6.91153,"inten_cooc_entropy_ch_3":5.68403,"inten_cooc_entropy_ch_4":6.79635,"inten_cooc_max_ch_3":0.27124,"inten_cooc_max_ch_4":0.10458,"kurt_inten_ch_1":0.10374,"kurt_inten_ch_3":-0.56408,"kurt_inten_ch_4":-1.01041,"length_ch_1":25.18587,"neighbor_avg_dist_ch_1":274.52095,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":143.8074,"perim_ch_1":73.75691,"shape_bfr_ch_1":0.64527,"shape_lwr_ch_1":1.19418,"shape_p_2_a_ch_1":1.23101,"skew_inten_ch_1":-0.40938,"skew_inten_ch_3":0.69374,"skew_inten_ch_4":0.30171,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":43209,"total_inten_ch_2":59907,"total_inten_ch_3":25157,"total_inten_ch_4":127945,"var_inten_ch_1":41.67872,"var_inten_ch_3":76.07767,"var_inten_ch_4":307.47162,"width_ch_1":21.09052}
{"case":"Train","class":"WS","angle_ch_1":132.48682,"area_ch_1":1808,"avg_inten_ch_1":21.05159,"avg_inten_ch_2":39.36986,"avg_inten_ch_3":46.60986,"avg_inten_ch_4":51.67188,"convex_hull_area_ratio_ch_1":1.12156,"convex_hull_perim_ratio_ch_1":0.88054,"diff_inten_density_ch_1":30.13249,"diff_inten_density_ch_3":34.17566,"diff_inten_density_ch_4":41.40947,"entropy_inten_ch_1":5.18084,"entropy_inten_ch_3":5.90634,"entropy_inten_ch_4":6.00994,"eq_circ_diam_ch_1":47.98094,"eq_ellipse_lwr_ch_1":1.29223,"eq_ellipse_oblate_vol_ch_1":6661.5486,"eq_ellipse_prolate_vol_ch_1":5155.07749,"eq_sphere_area_ch_1":7232.48299,"eq_sphere_vol_ch_1":57836.89171,"fiber_align_2_ch_3":1.43591,"fiber_align_2_ch_4":1.6403,"fiber_length_ch_1":67.26676,"fiber_width_ch_1":27.43303,"inten_cooc_asm_ch_3":0.07366,"inten_cooc_asm_ch_4":0.05922,"inten_cooc_contrast_ch_3":6.9871,"inten_cooc_contrast_ch_4":6.96214,"inten_cooc_entropy_ch_3":6.1336,"inten_cooc_entropy_ch_4":6.21757,"inten_cooc_max_ch_3":0.26467,"inten_cooc_max_ch_4":0.23234,"kurt_inten_ch_1":0.26414,"kurt_inten_ch_3":0.44383,"kurt_inten_ch_4":0.97822,"length_ch_1":53.33664,"neighbor_avg_dist_ch_1":234.4572,"neighbor_min_dist_ch_1":54.60851,"neighbor_var_dist_ch_1":104.90821,"perim_ch_1":189.39959,"shape_bfr_ch_1":0.75911,"shape_lwr_ch_1":1.19434,"shape_p_2_a_ch_1":1.54693,"skew_inten_ch_1":0.92363,"skew_inten_ch_3":0.89426,"skew_inten_ch_4":1.14709,"spot_fiber_count_ch_3":9,"spot_fiber_count_ch_4":21,"total_inten_ch_1":36314,"total_inten_ch_2":66189,"total_inten_ch_3":80402,"total_inten_ch_4":89134,"var_inten_ch_1":21.51368,"var_inten_ch_3":45.76752,"var_inten_ch_4":55.57838,"width_ch_1":44.65768}
{"case":"Train","class":"PS","angle_ch_1":163.72267,"area_ch_1":157,"avg_inten_ch_1":20.74667,"avg_inten_ch_2":38.09333,"avg_inten_ch_3":19.64667,"avg_inten_ch_4":21.43333,"convex_hull_area_ratio_ch_1":1.11532,"convex_hull_perim_ratio_ch_1":0.93492,"diff_inten_density_ch_1":37.02247,"diff_inten_density_ch_3":22.13858,"diff_inten_density_ch_4":25.13483,"entropy_inten_ch_1":5.3201,"entropy_inten_ch_3":4.94619,"entropy_inten_ch_4":5.34378,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":2.15528,"eq_ellipse_oblate_vol_ch_1":220.60248,"eq_ellipse_prolate_vol_ch_1":102.35439,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.4293,"fiber_align_2_ch_4":1,"fiber_length_ch_1":20.30793,"fiber_width_ch_1":8.16801,"inten_cooc_asm_ch_3":0.01889,"inten_cooc_asm_ch_4":0.00647,"inten_cooc_contrast_ch_3":11.704,"inten_cooc_contrast_ch_4":41.69039,"inten_cooc_entropy_ch_3":6.49231,"inten_cooc_entropy_ch_4":7.41789,"inten_cooc_max_ch_3":0.10294,"inten_cooc_max_ch_4":0.01908,"kurt_inten_ch_1":-0.40977,"kurt_inten_ch_3":0.34045,"kurt_inten_ch_4":-0.6221,"length_ch_1":20.96834,"neighbor_avg_dist_ch_1":189.51108,"neighbor_min_dist_ch_1":33.80122,"neighbor_var_dist_ch_1":79.48139,"perim_ch_1":56.95188,"shape_bfr_ch_1":0.6335,"shape_lwr_ch_1":1.77151,"shape_p_2_a_ch_1":1.55604,"skew_inten_ch_1":0.62136,"skew_inten_ch_3":0.96788,"skew_inten_ch_4":0.31757,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":3112,"total_inten_ch_2":5565,"total_inten_ch_3":2947,"total_inten_ch_4":3215,"var_inten_ch_1":16.37241,"var_inten_ch_3":19.32361,"var_inten_ch_4":13.30484,"width_ch_1":11.83644}
{"case":"Train","class":"WS","angle_ch_1":25.49017,"area_ch_1":283,"avg_inten_ch_1":468.24074,"avg_inten_ch_2":269.46667,"avg_inten_ch_3":208.54444,"avg_inten_ch_4":153.67037,"convex_hull_area_ratio_ch_1":1.25841,"convex_hull_perim_ratio_ch_1":0.92591,"diff_inten_density_ch_1":158.67413,"diff_inten_density_ch_3":152.5723,"diff_inten_density_ch_4":80.48269,"entropy_inten_ch_1":7.79715,"entropy_inten_ch_3":5.6559,"entropy_inten_ch_4":7.2155,"eq_circ_diam_ch_1":18.98262,"eq_ellipse_lwr_ch_1":2.03784,"eq_ellipse_oblate_vol_ch_1":518.02719,"eq_ellipse_prolate_vol_ch_1":254.20368,"eq_sphere_area_ch_1":1132.04082,"eq_sphere_vol_ch_1":3581.51638,"fiber_align_2_ch_3":1.20246,"fiber_align_2_ch_4":1.48187,"fiber_length_ch_1":33.94728,"fiber_width_ch_1":8.72272,"inten_cooc_asm_ch_3":0.08477,"inten_cooc_asm_ch_4":0.00874,"inten_cooc_contrast_ch_3":4.20728,"inten_cooc_contrast_ch_4":8.24072,"inten_cooc_entropy_ch_3":5.43525,"inten_cooc_entropy_ch_4":7.13037,"inten_cooc_max_ch_3":0.27711,"inten_cooc_max_ch_4":0.02811,"kurt_inten_ch_1":-1.01501,"kurt_inten_ch_3":0.64911,"kurt_inten_ch_4":-0.58655,"length_ch_1":32.04467,"neighbor_avg_dist_ch_1":264.70628,"neighbor_min_dist_ch_1":28.9758,"neighbor_var_dist_ch_1":121.2179,"perim_ch_1":85.33999,"shape_bfr_ch_1":0.50795,"shape_lwr_ch_1":1.84302,"shape_p_2_a_ch_1":1.9572,"skew_inten_ch_1":-0.07557,"skew_inten_ch_3":1.27007,"skew_inten_ch_4":0.56115,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":126425,"total_inten_ch_2":72487,"total_inten_ch_3":56307,"total_inten_ch_4":41491,"var_inten_ch_1":260.78741,"var_inten_ch_3":269.67791,"var_inten_ch_4":110.19097,"width_ch_1":17.38709}
{"case":"Train","class":"PS","angle_ch_1":67.00245,"area_ch_1":225,"avg_inten_ch_1":22.43256,"avg_inten_ch_2":4.79535,"avg_inten_ch_3":46.64651,"avg_inten_ch_4":29.97674,"convex_hull_area_ratio_ch_1":1.16447,"convex_hull_perim_ratio_ch_1":0.80084,"diff_inten_density_ch_1":31.91906,"diff_inten_density_ch_3":31.28198,"diff_inten_density_ch_4":20.88512,"entropy_inten_ch_1":5.51722,"entropy_inten_ch_3":6.29964,"entropy_inten_ch_4":5.11856,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.1652,"eq_ellipse_oblate_vol_ch_1":278.34192,"eq_ellipse_prolate_vol_ch_1":238.88004,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.26965,"fiber_align_2_ch_4":1.32468,"fiber_length_ch_1":32.16962,"fiber_width_ch_1":7.42895,"inten_cooc_asm_ch_3":0.0084,"inten_cooc_asm_ch_4":0.05737,"inten_cooc_contrast_ch_3":11.26703,"inten_cooc_contrast_ch_4":4.89294,"inten_cooc_entropy_ch_3":7.19013,"inten_cooc_entropy_ch_4":5.83438,"inten_cooc_max_ch_3":0.03627,"inten_cooc_max_ch_4":0.22798,"kurt_inten_ch_1":0.01888,"kurt_inten_ch_3":-0.88413,"kurt_inten_ch_4":-0.68407,"length_ch_1":22.99117,"neighbor_avg_dist_ch_1":249.01735,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":125.00872,"perim_ch_1":79.19713,"shape_bfr_ch_1":0.52802,"shape_lwr_ch_1":1.23849,"shape_p_2_a_ch_1":2.08849,"skew_inten_ch_1":0.73648,"skew_inten_ch_3":0.53666,"skew_inten_ch_4":0.69795,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":4823,"total_inten_ch_2":817,"total_inten_ch_3":10029,"total_inten_ch_4":6445,"var_inten_ch_1":17.02485,"var_inten_ch_3":36.99988,"var_inten_ch_4":30.58491,"width_ch_1":18.56387}
{"case":"Train","class":"WS","angle_ch_1":158.86392,"area_ch_1":785,"avg_inten_ch_1":454.24032,"avg_inten_ch_2":80.47797,"avg_inten_ch_3":19.65554,"avg_inten_ch_4":35.93324,"convex_hull_area_ratio_ch_1":1.24838,"convex_hull_perim_ratio_ch_1":0.9251,"diff_inten_density_ch_1":129.25284,"diff_inten_density_ch_3":22.20739,"diff_inten_density_ch_4":25.56392,"entropy_inten_ch_1":8.83828,"entropy_inten_ch_3":3.90273,"entropy_inten_ch_4":5.41389,"eq_circ_diam_ch_1":31.6166,"eq_ellipse_lwr_ch_1":2.61791,"eq_ellipse_oblate_vol_ch_1":2712.82591,"eq_ellipse_prolate_vol_ch_1":1036.25498,"eq_sphere_area_ch_1":3140.36508,"eq_sphere_vol_ch_1":16547.94323,"fiber_align_2_ch_3":1.50223,"fiber_align_2_ch_4":1.64318,"fiber_length_ch_1":65.35081,"fiber_width_ch_1":12.39843,"inten_cooc_asm_ch_3":0.22469,"inten_cooc_asm_ch_4":0.06772,"inten_cooc_contrast_ch_3":3.21988,"inten_cooc_contrast_ch_4":4.5827,"inten_cooc_entropy_ch_3":4.13281,"inten_cooc_entropy_ch_4":5.82202,"inten_cooc_max_ch_3":0.47133,"inten_cooc_max_ch_4":0.25734,"kurt_inten_ch_1":0.28176,"kurt_inten_ch_3":7.5752,"kurt_inten_ch_4":0.0554,"length_ch_1":62.3364,"neighbor_avg_dist_ch_1":229.35231,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":91.55402,"perim_ch_1":155.4985,"shape_bfr_ch_1":0.47259,"shape_lwr_ch_1":2.33911,"shape_p_2_a_ch_1":2.37477,"skew_inten_ch_1":0.9928,"skew_inten_ch_3":2.63393,"skew_inten_ch_4":0.96957,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":17,"total_inten_ch_1":340226,"total_inten_ch_2":59530,"total_inten_ch_3":14722,"total_inten_ch_4":26914,"var_inten_ch_1":312.1413,"var_inten_ch_3":36.64227,"var_inten_ch_4":40.29147,"width_ch_1":26.64961}
{"case":"Train","class":"PS","angle_ch_1":93.62066,"area_ch_1":229,"avg_inten_ch_1":52.9589,"avg_inten_ch_2":196.58447,"avg_inten_ch_3":9.6484,"avg_inten_ch_4":73.41553,"convex_hull_area_ratio_ch_1":1.05286,"convex_hull_perim_ratio_ch_1":0.9617,"diff_inten_density_ch_1":47.15461,"diff_inten_density_ch_3":12.03242,"diff_inten_density_ch_4":50.99002,"entropy_inten_ch_1":6.35039,"entropy_inten_ch_3":2.82475,"entropy_inten_ch_4":4.25631,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":1.88477,"eq_ellipse_oblate_vol_ch_1":363.92934,"eq_ellipse_prolate_vol_ch_1":193.08937,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.55577,"fiber_align_2_ch_4":1.21946,"fiber_length_ch_1":21.06222,"fiber_width_ch_1":11.29692,"inten_cooc_asm_ch_3":0.36496,"inten_cooc_asm_ch_4":0.22083,"inten_cooc_contrast_ch_3":2.14535,"inten_cooc_contrast_ch_4":2.35243,"inten_cooc_entropy_ch_3":3.17282,"inten_cooc_entropy_ch_4":4.16357,"inten_cooc_max_ch_3":0.60976,"inten_cooc_max_ch_4":0.46429,"kurt_inten_ch_1":-0.27684,"kurt_inten_ch_3":1.25344,"kurt_inten_ch_4":0.80885,"length_ch_1":23.9532,"neighbor_avg_dist_ch_1":211.07811,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":110.07418,"perim_ch_1":64.71828,"shape_bfr_ch_1":0.74245,"shape_lwr_ch_1":1.85572,"shape_p_2_a_ch_1":1.4008,"skew_inten_ch_1":0.47768,"skew_inten_ch_3":1.5736,"skew_inten_ch_4":1.38678,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":11598,"total_inten_ch_2":42834,"total_inten_ch_3":2113,"total_inten_ch_4":16078,"var_inten_ch_1":30.01724,"var_inten_ch_3":16.26464,"var_inten_ch_4":105.65588,"width_ch_1":12.90773}
{"case":"Test","class":"PS","angle_ch_1":35.16287,"area_ch_1":247,"avg_inten_ch_1":90.50424,"avg_inten_ch_2":347.29661,"avg_inten_ch_3":190.61017,"avg_inten_ch_4":183.7161,"convex_hull_area_ratio_ch_1":1.46386,"convex_hull_perim_ratio_ch_1":0.85187,"diff_inten_density_ch_1":82.12919,"diff_inten_density_ch_3":144.89474,"diff_inten_density_ch_4":134.03349,"entropy_inten_ch_1":6.63592,"entropy_inten_ch_3":6.38378,"entropy_inten_ch_4":4.93713,"eq_circ_diam_ch_1":17.74722,"eq_ellipse_lwr_ch_1":1.73263,"eq_ellipse_oblate_vol_ch_1":390.33971,"eq_ellipse_prolate_vol_ch_1":225.28712,"eq_sphere_area_ch_1":989.48753,"eq_sphere_vol_ch_1":2926.77475,"fiber_align_2_ch_3":1.47298,"fiber_align_2_ch_4":1.47072,"fiber_length_ch_1":39.4204,"fiber_width_ch_1":6.6209,"inten_cooc_asm_ch_3":0.03799,"inten_cooc_asm_ch_4":0.14808,"inten_cooc_contrast_ch_3":12.68518,"inten_cooc_contrast_ch_4":3.92606,"inten_cooc_entropy_ch_3":6.44638,"inten_cooc_entropy_ch_4":4.93883,"inten_cooc_max_ch_3":0.18224,"inten_cooc_max_ch_4":0.3785,"kurt_inten_ch_1":3.46826,"kurt_inten_ch_3":7.33201,"kurt_inten_ch_4":-0.76037,"length_ch_1":30.35841,"neighbor_avg_dist_ch_1":173.88623,"neighbor_min_dist_ch_1":31.2052,"neighbor_var_dist_ch_1":73.2675,"perim_ch_1":92.08258,"shape_bfr_ch_1":0.41915,"shape_lwr_ch_1":1.56162,"shape_p_2_a_ch_1":2.58526,"skew_inten_ch_1":1.95609,"skew_inten_ch_3":2.52345,"skew_inten_ch_4":0.7723,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":21359,"total_inten_ch_2":81727,"total_inten_ch_3":44984,"total_inten_ch_4":43357,"var_inten_ch_1":98.5237,"var_inten_ch_3":223.18346,"var_inten_ch_4":212.00238,"width_ch_1":19.44036}
{"case":"Train","class":"PS","angle_ch_1":139.54943,"area_ch_1":227,"avg_inten_ch_1":40.74654,"avg_inten_ch_2":2.36866,"avg_inten_ch_3":96.85714,"avg_inten_ch_4":9,"convex_hull_area_ratio_ch_1":1.25507,"convex_hull_perim_ratio_ch_1":0.90544,"diff_inten_density_ch_1":43.60526,"diff_inten_density_ch_3":77.25789,"diff_inten_density_ch_4":12.78947,"entropy_inten_ch_1":6.19633,"entropy_inten_ch_3":6.92306,"entropy_inten_ch_4":3.254,"eq_circ_diam_ch_1":17.01783,"eq_ellipse_lwr_ch_1":4.2773,"eq_ellipse_oblate_vol_ch_1":540.74928,"eq_ellipse_prolate_vol_ch_1":126.42308,"eq_sphere_area_ch_1":909.8254,"eq_sphere_vol_ch_1":2580.54179,"fiber_align_2_ch_3":1.89205,"fiber_align_2_ch_4":1.76336,"fiber_length_ch_1":38.14065,"fiber_width_ch_1":6.43769,"inten_cooc_asm_ch_3":0.00661,"inten_cooc_asm_ch_4":0.21501,"inten_cooc_contrast_ch_3":18.03258,"inten_cooc_contrast_ch_4":6.35068,"inten_cooc_entropy_ch_3":7.43853,"inten_cooc_entropy_ch_4":4.2848,"inten_cooc_max_ch_3":0.01596,"inten_cooc_max_ch_4":0.45833,"kurt_inten_ch_1":-0.2014,"kurt_inten_ch_3":-0.07928,"kurt_inten_ch_4":1.08277,"length_ch_1":34.54975,"neighbor_avg_dist_ch_1":187.09755,"neighbor_min_dist_ch_1":32.13196,"neighbor_var_dist_ch_1":83.87302,"perim_ch_1":89.15667,"shape_bfr_ch_1":0.59246,"shape_lwr_ch_1":3.10922,"shape_p_2_a_ch_1":2.57619,"skew_inten_ch_1":0.70188,"skew_inten_ch_3":0.83616,"skew_inten_ch_4":1.43187,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8842,"total_inten_ch_2":298,"total_inten_ch_3":21018,"total_inten_ch_4":1953,"var_inten_ch_1":26.10834,"var_inten_ch_3":66.20568,"var_inten_ch_4":13.14015,"width_ch_1":11.11204}
{"case":"Train","class":"PS","angle_ch_1":62.07243,"area_ch_1":425,"avg_inten_ch_1":24.81281,"avg_inten_ch_2":4.51724,"avg_inten_ch_3":51.85222,"avg_inten_ch_4":10.30296,"convex_hull_area_ratio_ch_1":1.60447,"convex_hull_perim_ratio_ch_1":0.78935,"diff_inten_density_ch_1":34.9809,"diff_inten_density_ch_3":45.53479,"diff_inten_density_ch_4":15.5075,"entropy_inten_ch_1":5.71558,"entropy_inten_ch_3":6.64632,"entropy_inten_ch_4":3.57684,"eq_circ_diam_ch_1":23.27755,"eq_ellipse_lwr_ch_1":2.59775,"eq_ellipse_oblate_vol_ch_1":1078.47357,"eq_ellipse_prolate_vol_ch_1":415.15636,"eq_sphere_area_ch_1":1702.25397,"eq_sphere_vol_ch_1":6604.0499,"fiber_align_2_ch_3":1.04358,"fiber_align_2_ch_4":1.02225,"fiber_length_ch_1":61.28538,"fiber_width_ch_1":7.26465,"inten_cooc_asm_ch_3":0.00545,"inten_cooc_asm_ch_4":0.16856,"inten_cooc_contrast_ch_3":25.69892,"inten_cooc_contrast_ch_4":6.63369,"inten_cooc_entropy_ch_3":7.8421,"inten_cooc_entropy_ch_4":4.64163,"inten_cooc_max_ch_3":0.02681,"inten_cooc_max_ch_4":0.40556,"kurt_inten_ch_1":0.59472,"kurt_inten_ch_3":0.41954,"kurt_inten_ch_4":2.06986,"length_ch_1":44.38912,"neighbor_avg_dist_ch_1":239.66698,"neighbor_min_dist_ch_1":34.33962,"neighbor_var_dist_ch_1":121.60019,"perim_ch_1":137.10006,"shape_bfr_ch_1":0.41126,"shape_lwr_ch_1":1.90416,"shape_p_2_a_ch_1":3.35963,"skew_inten_ch_1":0.76676,"skew_inten_ch_3":0.7928,"skew_inten_ch_4":1.64627,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":15,"total_inten_ch_1":10074,"total_inten_ch_2":1429,"total_inten_ch_3":21052,"total_inten_ch_4":4183,"var_inten_ch_1":18.43787,"var_inten_ch_3":34.54608,"var_inten_ch_4":15.86611,"width_ch_1":23.31167}
{"case":"Train","class":"PS","angle_ch_1":90.02827,"area_ch_1":241,"avg_inten_ch_1":28.64783,"avg_inten_ch_2":236.0913,"avg_inten_ch_3":22.76522,"avg_inten_ch_4":74.62609,"convex_hull_area_ratio_ch_1":1.23829,"convex_hull_perim_ratio_ch_1":0.82921,"diff_inten_density_ch_1":40.8231,"diff_inten_density_ch_3":25.76658,"diff_inten_density_ch_4":57.25553,"entropy_inten_ch_1":5.73935,"entropy_inten_ch_3":4.0311,"entropy_inten_ch_4":3.32695,"eq_circ_diam_ch_1":17.52016,"eq_ellipse_lwr_ch_1":1.58927,"eq_ellipse_oblate_vol_ch_1":359.67707,"eq_ellipse_prolate_vol_ch_1":226.31527,"eq_sphere_area_ch_1":964.33107,"eq_sphere_vol_ch_1":2815.87291,"fiber_align_2_ch_3":1.59198,"fiber_align_2_ch_4":1.5645,"fiber_length_ch_1":36.46035,"fiber_width_ch_1":7.05779,"inten_cooc_asm_ch_3":0.19707,"inten_cooc_asm_ch_4":0.35557,"inten_cooc_contrast_ch_3":4.05482,"inten_cooc_contrast_ch_4":1.21904,"inten_cooc_entropy_ch_3":4.41419,"inten_cooc_entropy_ch_4":3.14483,"inten_cooc_max_ch_3":0.43902,"inten_cooc_max_ch_4":0.60396,"kurt_inten_ch_1":0.03129,"kurt_inten_ch_3":3.70968,"kurt_inten_ch_4":0.6171,"length_ch_1":27.64538,"neighbor_avg_dist_ch_1":200.48877,"neighbor_min_dist_ch_1":15.35714,"neighbor_var_dist_ch_1":87.43655,"perim_ch_1":87.03629,"shape_bfr_ch_1":0.50097,"shape_lwr_ch_1":1.58815,"shape_p_2_a_ch_1":2.3426,"skew_inten_ch_1":0.56648,"skew_inten_ch_3":1.99344,"skew_inten_ch_4":1.37616,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6589,"total_inten_ch_2":54072,"total_inten_ch_3":5236,"total_inten_ch_4":17164,"var_inten_ch_1":19.7024,"var_inten_ch_3":36.26169,"var_inten_ch_4":116.56202,"width_ch_1":17.40729}
{"case":"Test","class":"PS","angle_ch_1":161.73562,"area_ch_1":187,"avg_inten_ch_1":101.60335,"avg_inten_ch_2":272.2067,"avg_inten_ch_3":58.36313,"avg_inten_ch_4":82.97765,"convex_hull_area_ratio_ch_1":1.02981,"convex_hull_perim_ratio_ch_1":0.98236,"diff_inten_density_ch_1":61.86239,"diff_inten_density_ch_3":61.29358,"diff_inten_density_ch_4":50.84709,"entropy_inten_ch_1":6.7024,"entropy_inten_ch_3":4.9515,"entropy_inten_ch_4":4.69972,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":1.78294,"eq_ellipse_oblate_vol_ch_1":261.55883,"eq_ellipse_prolate_vol_ch_1":146.70091,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.03999,"fiber_align_2_ch_4":1.37708,"fiber_length_ch_1":17.18825,"fiber_width_ch_1":11.25131,"inten_cooc_asm_ch_3":0.07614,"inten_cooc_asm_ch_4":0.15559,"inten_cooc_contrast_ch_3":7.35204,"inten_cooc_contrast_ch_4":2.2044,"inten_cooc_entropy_ch_3":5.6259,"inten_cooc_entropy_ch_4":4.65244,"inten_cooc_max_ch_3":0.26946,"inten_cooc_max_ch_4":0.3875,"kurt_inten_ch_1":-0.7283,"kurt_inten_ch_3":0.62531,"kurt_inten_ch_4":-0.34683,"length_ch_1":21.68102,"neighbor_avg_dist_ch_1":215.69608,"neighbor_min_dist_ch_1":12.45518,"neighbor_var_dist_ch_1":102.7161,"perim_ch_1":56.87912,"shape_bfr_ch_1":0.63669,"shape_lwr_ch_1":1.59514,"shape_p_2_a_ch_1":1.33125,"skew_inten_ch_1":0.23915,"skew_inten_ch_3":1.23748,"skew_inten_ch_4":0.95515,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":18187,"total_inten_ch_2":48547,"total_inten_ch_3":10447,"total_inten_ch_4":14853,"var_inten_ch_1":51.71769,"var_inten_ch_3":72.39037,"var_inten_ch_4":102.71645,"width_ch_1":13.59195}
{"case":"Train","class":"WS","angle_ch_1":176.93004,"area_ch_1":432,"avg_inten_ch_1":45.30266,"avg_inten_ch_2":172.99516,"avg_inten_ch_3":51.97821,"avg_inten_ch_4":180.43341,"convex_hull_area_ratio_ch_1":1.19584,"convex_hull_perim_ratio_ch_1":0.84699,"diff_inten_density_ch_1":52.93701,"diff_inten_density_ch_3":46.25984,"diff_inten_density_ch_4":102.45407,"entropy_inten_ch_1":6.49442,"entropy_inten_ch_3":4.89343,"entropy_inten_ch_4":6.73528,"eq_circ_diam_ch_1":23.47736,"eq_ellipse_lwr_ch_1":1.48304,"eq_ellipse_oblate_vol_ch_1":836.03133,"eq_ellipse_prolate_vol_ch_1":563.72942,"eq_sphere_area_ch_1":1731.60317,"eq_sphere_vol_ch_1":6775.57838,"fiber_align_2_ch_3":1.62597,"fiber_align_2_ch_4":1.45184,"fiber_length_ch_1":39.72739,"fiber_width_ch_1":11.41788,"inten_cooc_asm_ch_3":0.1773,"inten_cooc_asm_ch_4":0.03839,"inten_cooc_contrast_ch_3":2.47296,"inten_cooc_contrast_ch_4":5.92539,"inten_cooc_entropy_ch_3":4.561,"inten_cooc_entropy_ch_4":6.43267,"inten_cooc_max_ch_3":0.41623,"inten_cooc_max_ch_4":0.18158,"kurt_inten_ch_1":3.05662,"kurt_inten_ch_3":3.30686,"kurt_inten_ch_4":-0.66349,"length_ch_1":33.04387,"neighbor_avg_dist_ch_1":181.27682,"neighbor_min_dist_ch_1":33.67695,"neighbor_var_dist_ch_1":77.89438,"perim_ch_1":102.29054,"shape_bfr_ch_1":0.54947,"shape_lwr_ch_1":1.38591,"shape_p_2_a_ch_1":1.83562,"skew_inten_ch_1":1.55836,"skew_inten_ch_3":1.91253,"skew_inten_ch_4":0.46146,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":18710,"total_inten_ch_2":71035,"total_inten_ch_3":21467,"total_inten_ch_4":74519,"var_inten_ch_1":35.78153,"var_inten_ch_3":81.09819,"var_inten_ch_4":149.13485,"width_ch_1":23.84281}
{"case":"Train","class":"WS","angle_ch_1":118.68601,"area_ch_1":427,"avg_inten_ch_1":957.22304,"avg_inten_ch_2":338.26961,"avg_inten_ch_3":111.92402,"avg_inten_ch_4":622.46078,"convex_hull_area_ratio_ch_1":1.02497,"convex_hull_perim_ratio_ch_1":0.96356,"diff_inten_density_ch_1":263.28088,"diff_inten_density_ch_3":66.50845,"diff_inten_density_ch_4":356.63329,"entropy_inten_ch_1":8.39847,"entropy_inten_ch_3":6.13418,"entropy_inten_ch_4":6.97411,"eq_circ_diam_ch_1":23.33481,"eq_ellipse_lwr_ch_1":1.31833,"eq_ellipse_oblate_vol_ch_1":773.96865,"eq_ellipse_prolate_vol_ch_1":587.08397,"eq_sphere_area_ch_1":1710.63946,"eq_sphere_vol_ch_1":6652.90835,"fiber_align_2_ch_3":1.33737,"fiber_align_2_ch_4":1.34445,"fiber_length_ch_1":20.31119,"fiber_width_ch_1":20.31119,"inten_cooc_asm_ch_3":0.08413,"inten_cooc_asm_ch_4":0.0499,"inten_cooc_contrast_ch_3":3.72304,"inten_cooc_contrast_ch_4":6.08556,"inten_cooc_entropy_ch_3":5.67737,"inten_cooc_entropy_ch_4":6.17602,"inten_cooc_max_ch_3":0.27979,"inten_cooc_max_ch_4":0.21244,"kurt_inten_ch_1":-0.59413,"kurt_inten_ch_3":1.54496,"kurt_inten_ch_4":-0.97936,"length_ch_1":29.3339,"neighbor_avg_dist_ch_1":264.00414,"neighbor_min_dist_ch_1":37.88095,"neighbor_var_dist_ch_1":114.21104,"perim_ch_1":81.24475,"shape_bfr_ch_1":0.66076,"shape_lwr_ch_1":1.32949,"shape_p_2_a_ch_1":1.19172,"skew_inten_ch_1":-0.40062,"skew_inten_ch_3":1.18673,"skew_inten_ch_4":0.38884,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":390547,"total_inten_ch_2":137607,"total_inten_ch_3":45665,"total_inten_ch_4":253964,"var_inten_ch_1":327.3097,"var_inten_ch_3":118.23447,"var_inten_ch_4":544.62875,"width_ch_1":22.06397}
{"case":"Train","class":"PS","angle_ch_1":9.52325,"area_ch_1":329,"avg_inten_ch_1":22.02866,"avg_inten_ch_2":181.88217,"avg_inten_ch_3":29.10828,"avg_inten_ch_4":79.1051,"convex_hull_area_ratio_ch_1":1.23007,"convex_hull_perim_ratio_ch_1":0.85328,"diff_inten_density_ch_1":35.05604,"diff_inten_density_ch_3":27.51138,"diff_inten_density_ch_4":47.12609,"entropy_inten_ch_1":5.57264,"entropy_inten_ch_3":5.42037,"entropy_inten_ch_4":6.49263,"eq_circ_diam_ch_1":20.471,"eq_ellipse_lwr_ch_1":2.18162,"eq_ellipse_oblate_vol_ch_1":672.21036,"eq_ellipse_prolate_vol_ch_1":308.12494,"eq_sphere_area_ch_1":1316.52154,"eq_sphere_vol_ch_1":4491.75198,"fiber_align_2_ch_3":1.32489,"fiber_align_2_ch_4":1.50803,"fiber_length_ch_1":39.35629,"fiber_width_ch_1":8.769,"inten_cooc_asm_ch_3":0.03891,"inten_cooc_asm_ch_4":0.01361,"inten_cooc_contrast_ch_3":11.8719,"inten_cooc_contrast_ch_4":11.82126,"inten_cooc_entropy_ch_3":6.53607,"inten_cooc_entropy_ch_4":7.14959,"inten_cooc_max_ch_3":0.19031,"inten_cooc_max_ch_4":0.09689,"kurt_inten_ch_1":1.08761,"kurt_inten_ch_3":0.4444,"kurt_inten_ch_4":-0.92577,"length_ch_1":31.47009,"neighbor_avg_dist_ch_1":210.17361,"neighbor_min_dist_ch_1":35.83333,"neighbor_var_dist_ch_1":84.10412,"perim_ch_1":96.25058,"shape_bfr_ch_1":0.61561,"shape_lwr_ch_1":1.85239,"shape_p_2_a_ch_1":2.13614,"skew_inten_ch_1":1.02087,"skew_inten_ch_3":0.94175,"skew_inten_ch_4":0.03951,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6917,"total_inten_ch_2":56798,"total_inten_ch_3":9140,"total_inten_ch_4":24839,"var_inten_ch_1":17.19509,"var_inten_ch_3":27.22262,"var_inten_ch_4":51.67178,"width_ch_1":16.98889}
{"case":"Test","class":"PS","angle_ch_1":125.72281,"area_ch_1":259,"avg_inten_ch_1":59.66935,"avg_inten_ch_2":207.18952,"avg_inten_ch_3":89.46371,"avg_inten_ch_4":145.16532,"convex_hull_area_ratio_ch_1":1.11601,"convex_hull_perim_ratio_ch_1":0.92978,"diff_inten_density_ch_1":54.05286,"diff_inten_density_ch_3":76.22907,"diff_inten_density_ch_4":97.06608,"entropy_inten_ch_1":6.64011,"entropy_inten_ch_3":6.03864,"entropy_inten_ch_4":6.04473,"eq_circ_diam_ch_1":18.19282,"eq_ellipse_lwr_ch_1":1.13926,"eq_ellipse_oblate_vol_ch_1":340.96571,"eq_ellipse_prolate_vol_ch_1":299.28672,"eq_sphere_area_ch_1":1039.80045,"eq_sphere_vol_ch_1":3152.81739,"fiber_align_2_ch_3":1.36841,"fiber_align_2_ch_4":1.70457,"fiber_length_ch_1":23.22157,"fiber_width_ch_1":11.76985,"inten_cooc_asm_ch_3":0.03171,"inten_cooc_asm_ch_4":0.05282,"inten_cooc_contrast_ch_3":6.20428,"inten_cooc_contrast_ch_4":5.45967,"inten_cooc_entropy_ch_3":6.29025,"inten_cooc_entropy_ch_4":6.03307,"inten_cooc_max_ch_3":0.15487,"inten_cooc_max_ch_4":0.21681,"kurt_inten_ch_1":-0.0442,"kurt_inten_ch_3":0.68984,"kurt_inten_ch_4":-0.37741,"length_ch_1":22.13445,"neighbor_avg_dist_ch_1":220.94651,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":112.46208,"perim_ch_1":69.98285,"shape_bfr_ch_1":0.64851,"shape_lwr_ch_1":1.22226,"shape_p_2_a_ch_1":1.42596,"skew_inten_ch_1":0.80924,"skew_inten_ch_3":1.2292,"skew_inten_ch_4":0.65815,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":14798,"total_inten_ch_2":51136,"total_inten_ch_3":22187,"total_inten_ch_4":36001,"var_inten_ch_1":42.43909,"var_inten_ch_3":105.30715,"var_inten_ch_4":135.8612,"width_ch_1":18.10948}
{"case":"Test","class":"WS","angle_ch_1":133.96376,"area_ch_1":756,"avg_inten_ch_1":59.86981,"avg_inten_ch_2":186.84211,"avg_inten_ch_3":97.72022,"avg_inten_ch_4":210.89197,"convex_hull_area_ratio_ch_1":1.08993,"convex_hull_perim_ratio_ch_1":0.93207,"diff_inten_density_ch_1":52.61628,"diff_inten_density_ch_3":79.14099,"diff_inten_density_ch_4":145.13808,"entropy_inten_ch_1":6.82971,"entropy_inten_ch_3":6.60139,"entropy_inten_ch_4":7.01306,"eq_circ_diam_ch_1":31.04151,"eq_ellipse_lwr_ch_1":1.09202,"eq_ellipse_oblate_vol_ch_1":1658.22026,"eq_ellipse_prolate_vol_ch_1":1518.49189,"eq_sphere_area_ch_1":3027.161,"eq_sphere_vol_ch_1":15661.27416,"fiber_align_2_ch_3":1.01827,"fiber_align_2_ch_4":1.28625,"fiber_length_ch_1":34.67526,"fiber_width_ch_1":22.43721,"inten_cooc_asm_ch_3":0.05121,"inten_cooc_asm_ch_4":0.04314,"inten_cooc_contrast_ch_3":6.34455,"inten_cooc_contrast_ch_4":5.71546,"inten_cooc_entropy_ch_3":6.32155,"inten_cooc_entropy_ch_4":6.35782,"inten_cooc_max_ch_3":0.21397,"inten_cooc_max_ch_4":0.19303,"kurt_inten_ch_1":0.83153,"kurt_inten_ch_3":1.46903,"kurt_inten_ch_4":0.52988,"length_ch_1":34.13757,"neighbor_avg_dist_ch_1":194.89544,"neighbor_min_dist_ch_1":34.53745,"neighbor_var_dist_ch_1":83.12609,"perim_ch_1":114.22494,"shape_bfr_ch_1":0.71316,"shape_lwr_ch_1":1.09819,"shape_p_2_a_ch_1":1.33451,"skew_inten_ch_1":0.85702,"skew_inten_ch_3":1.29267,"skew_inten_ch_4":1.02329,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":43226,"total_inten_ch_2":134179,"total_inten_ch_3":70554,"total_inten_ch_4":152264,"var_inten_ch_1":42.45356,"var_inten_ch_3":106.49418,"var_inten_ch_4":218.17516,"width_ch_1":31.08517}
{"case":"Train","class":"PS","angle_ch_1":28.57633,"area_ch_1":503,"avg_inten_ch_1":46.87708,"avg_inten_ch_2":3.96875,"avg_inten_ch_3":105.62917,"avg_inten_ch_4":79.52917,"convex_hull_area_ratio_ch_1":1.84798,"convex_hull_perim_ratio_ch_1":0.79352,"diff_inten_density_ch_1":49.44983,"diff_inten_density_ch_3":86.71626,"diff_inten_density_ch_4":56.2526,"entropy_inten_ch_1":6.51388,"entropy_inten_ch_3":7.03783,"entropy_inten_ch_4":5.44988,"eq_circ_diam_ch_1":25.31016,"eq_ellipse_lwr_ch_1":1.70509,"eq_ellipse_oblate_vol_ch_1":1123.20072,"eq_ellipse_prolate_vol_ch_1":658.73303,"eq_sphere_area_ch_1":2012.51701,"eq_sphere_vol_ch_1":8489.52031,"fiber_align_2_ch_3":1.44793,"fiber_align_2_ch_4":1.36911,"fiber_length_ch_1":70.32403,"fiber_width_ch_1":7.54943,"inten_cooc_asm_ch_3":0.0143,"inten_cooc_asm_ch_4":0.10843,"inten_cooc_contrast_ch_3":9.87916,"inten_cooc_contrast_ch_4":3.54597,"inten_cooc_entropy_ch_3":7.0308,"inten_cooc_entropy_ch_4":5.22905,"inten_cooc_max_ch_3":0.09132,"inten_cooc_max_ch_4":0.3242,"kurt_inten_ch_1":1.26689,"kurt_inten_ch_3":0.75225,"kurt_inten_ch_4":-0.02915,"length_ch_1":46.08697,"neighbor_avg_dist_ch_1":269.39601,"neighbor_min_dist_ch_1":12.8283,"neighbor_var_dist_ch_1":131.79928,"perim_ch_1":155.74691,"shape_bfr_ch_1":0.35712,"shape_lwr_ch_1":1.50764,"shape_p_2_a_ch_1":3.63587,"skew_inten_ch_1":1.33556,"skew_inten_ch_3":1.2208,"skew_inten_ch_4":1.08536,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":22501,"total_inten_ch_2":1426,"total_inten_ch_3":50702,"total_inten_ch_4":38174,"var_inten_ch_1":46.85376,"var_inten_ch_3":110.13119,"var_inten_ch_4":99.53205,"width_ch_1":30.56905}
{"case":"Test","class":"PS","angle_ch_1":99.63017,"area_ch_1":339,"avg_inten_ch_1":63.23148,"avg_inten_ch_2":146.29012,"avg_inten_ch_3":68.70679,"avg_inten_ch_4":77.78086,"convex_hull_area_ratio_ch_1":1.57771,"convex_hull_perim_ratio_ch_1":0.89959,"diff_inten_density_ch_1":56.9338,"diff_inten_density_ch_3":55.73519,"diff_inten_density_ch_4":45.56098,"entropy_inten_ch_1":6.85941,"entropy_inten_ch_3":6.18701,"entropy_inten_ch_4":6.32618,"eq_circ_diam_ch_1":20.79442,"eq_ellipse_lwr_ch_1":4.52881,"eq_ellipse_oblate_vol_ch_1":1015.15261,"eq_ellipse_prolate_vol_ch_1":224.15416,"eq_sphere_area_ch_1":1358.44898,"eq_sphere_vol_ch_1":4708.02555,"fiber_align_2_ch_3":1.25892,"fiber_align_2_ch_4":1.24128,"fiber_length_ch_1":57.95069,"fiber_width_ch_1":6.16785,"inten_cooc_asm_ch_3":0.03083,"inten_cooc_asm_ch_4":0.03388,"inten_cooc_contrast_ch_3":9.35173,"inten_cooc_contrast_ch_4":5.73963,"inten_cooc_entropy_ch_3":6.56806,"inten_cooc_entropy_ch_4":6.43239,"inten_cooc_max_ch_3":0.15947,"inten_cooc_max_ch_4":0.16484,"kurt_inten_ch_1":1.96686,"kurt_inten_ch_3":1.31591,"kurt_inten_ch_4":-1.01087,"length_ch_1":50.84813,"neighbor_avg_dist_ch_1":208.9389,"neighbor_min_dist_ch_1":18.31446,"neighbor_var_dist_ch_1":115.42182,"perim_ch_1":128.23709,"shape_bfr_ch_1":0.41847,"shape_lwr_ch_1":3.18585,"shape_p_2_a_ch_1":3.66119,"skew_inten_ch_1":1.29312,"skew_inten_ch_3":1.15246,"skew_inten_ch_4":0.41484,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":20487,"total_inten_ch_2":47075,"total_inten_ch_3":22261,"total_inten_ch_4":25201,"var_inten_ch_1":49.0618,"var_inten_ch_3":68.61134,"var_inten_ch_4":66.95626,"width_ch_1":15.9606}
{"case":"Train","class":"PS","angle_ch_1":86.49487,"area_ch_1":201,"avg_inten_ch_1":58.28125,"avg_inten_ch_2":118.14583,"avg_inten_ch_3":127.88021,"avg_inten_ch_4":226.91667,"convex_hull_area_ratio_ch_1":1.26984,"convex_hull_perim_ratio_ch_1":0.82173,"diff_inten_density_ch_1":63.79167,"diff_inten_density_ch_3":109.70238,"diff_inten_density_ch_4":220.85714,"entropy_inten_ch_1":6.36775,"entropy_inten_ch_3":6.55636,"entropy_inten_ch_4":6.04289,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":2.12998,"eq_ellipse_oblate_vol_ch_1":317.58562,"eq_ellipse_prolate_vol_ch_1":149.10285,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.44848,"fiber_align_2_ch_4":1.92217,"fiber_length_ch_1":34.12037,"fiber_width_ch_1":6.28997,"inten_cooc_asm_ch_3":0.01333,"inten_cooc_asm_ch_4":0.03606,"inten_cooc_contrast_ch_3":11.0709,"inten_cooc_contrast_ch_4":12.63734,"inten_cooc_entropy_ch_3":6.92969,"inten_cooc_entropy_ch_4":6.47103,"inten_cooc_max_ch_3":0.07927,"inten_cooc_max_ch_4":0.18605,"kurt_inten_ch_1":3.98853,"kurt_inten_ch_3":3.57854,"kurt_inten_ch_4":-0.95593,"length_ch_1":25.73514,"neighbor_avg_dist_ch_1":213.23797,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":115.23423,"perim_ch_1":80.82068,"shape_bfr_ch_1":0.60091,"shape_lwr_ch_1":1.97752,"shape_p_2_a_ch_1":2.42198,"skew_inten_ch_1":1.88317,"skew_inten_ch_3":1.80459,"skew_inten_ch_4":0.50421,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":11190,"total_inten_ch_2":22493,"total_inten_ch_3":24553,"total_inten_ch_4":43568,"var_inten_ch_1":53.84492,"var_inten_ch_3":128.4904,"var_inten_ch_4":209.40363,"width_ch_1":13.01385}
{"case":"Test","class":"PS","angle_ch_1":91.50247,"area_ch_1":551,"avg_inten_ch_1":36.88593,"avg_inten_ch_2":19.43916,"avg_inten_ch_3":79.55703,"avg_inten_ch_4":107.67681,"convex_hull_area_ratio_ch_1":1.62633,"convex_hull_perim_ratio_ch_1":0.61798,"diff_inten_density_ch_1":47.05128,"diff_inten_density_ch_3":66.33333,"diff_inten_density_ch_4":70.6047,"entropy_inten_ch_1":6.28211,"entropy_inten_ch_3":7.03404,"entropy_inten_ch_4":6.6178,"eq_circ_diam_ch_1":26.49519,"eq_ellipse_lwr_ch_1":1.19089,"eq_ellipse_oblate_vol_ch_1":1076.80186,"eq_ellipse_prolate_vol_ch_1":904.20007,"eq_sphere_area_ch_1":2205.38322,"eq_sphere_vol_ch_1":9738.67588,"fiber_align_2_ch_3":1.45368,"fiber_align_2_ch_4":1.31433,"fiber_length_ch_1":87.54698,"fiber_width_ch_1":6.72874,"inten_cooc_asm_ch_3":0.00506,"inten_cooc_asm_ch_4":0.03229,"inten_cooc_contrast_ch_3":22.66139,"inten_cooc_contrast_ch_4":6.23303,"inten_cooc_entropy_ch_3":7.88257,"inten_cooc_entropy_ch_4":6.47871,"inten_cooc_max_ch_3":0.02132,"inten_cooc_max_ch_4":0.16488,"kurt_inten_ch_1":1.89628,"kurt_inten_ch_3":2.56389,"kurt_inten_ch_4":0.36732,"length_ch_1":40.10275,"neighbor_avg_dist_ch_1":200.00104,"neighbor_min_dist_ch_1":25.67701,"neighbor_var_dist_ch_1":96.63335,"perim_ch_1":188.55144,"shape_bfr_ch_1":0.4029,"shape_lwr_ch_1":1.17524,"shape_p_2_a_ch_1":4.80256,"skew_inten_ch_1":1.01182,"skew_inten_ch_3":1.0915,"skew_inten_ch_4":0.94645,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":11,"total_inten_ch_1":19402,"total_inten_ch_2":9700,"total_inten_ch_3":41847,"total_inten_ch_4":56638,"var_inten_ch_1":25.60571,"var_inten_ch_3":52.57618,"var_inten_ch_4":101.66059,"width_ch_1":34.12307}
{"case":"Test","class":"PS","angle_ch_1":59.94142,"area_ch_1":312,"avg_inten_ch_1":385.27517,"avg_inten_ch_2":397.96309,"avg_inten_ch_3":319.69799,"avg_inten_ch_4":205.61409,"convex_hull_area_ratio_ch_1":1.15663,"convex_hull_perim_ratio_ch_1":0.87673,"diff_inten_density_ch_1":157.56673,"diff_inten_density_ch_3":239.42779,"diff_inten_density_ch_4":128.91225,"entropy_inten_ch_1":7.808,"entropy_inten_ch_3":6.99538,"entropy_inten_ch_4":6.16191,"eq_circ_diam_ch_1":19.94263,"eq_ellipse_lwr_ch_1":1.71597,"eq_ellipse_oblate_vol_ch_1":551.18906,"eq_ellipse_prolate_vol_ch_1":321.21166,"eq_sphere_area_ch_1":1249.43764,"eq_sphere_vol_ch_1":4152.84471,"fiber_align_2_ch_3":1.32575,"fiber_align_2_ch_4":1.37683,"fiber_length_ch_1":31.50171,"fiber_width_ch_1":10.35651,"inten_cooc_asm_ch_3":0.01753,"inten_cooc_asm_ch_4":0.0616,"inten_cooc_contrast_ch_3":10.97388,"inten_cooc_contrast_ch_4":5.59905,"inten_cooc_entropy_ch_3":6.97031,"inten_cooc_entropy_ch_4":5.94433,"inten_cooc_max_ch_3":0.10623,"inten_cooc_max_ch_4":0.2381,"kurt_inten_ch_1":-1.26949,"kurt_inten_ch_3":-0.19258,"kurt_inten_ch_4":-0.74392,"length_ch_1":25.7879,"neighbor_avg_dist_ch_1":234.03714,"neighbor_min_dist_ch_1":32.13196,"neighbor_var_dist_ch_1":97.82897,"perim_ch_1":83.71645,"shape_bfr_ch_1":0.64934,"shape_lwr_ch_1":1.38245,"shape_p_2_a_ch_1":1.70947,"skew_inten_ch_1":0.05332,"skew_inten_ch_3":0.6882,"skew_inten_ch_4":0.68478,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":114812,"total_inten_ch_2":118296,"total_inten_ch_3":95270,"total_inten_ch_4":61273,"var_inten_ch_1":231.85655,"var_inten_ch_3":279.27916,"var_inten_ch_4":206.46795,"width_ch_1":18.65374}
{"case":"Test","class":"WS","angle_ch_1":130.07437,"area_ch_1":225,"avg_inten_ch_1":290.51628,"avg_inten_ch_2":267.92558,"avg_inten_ch_3":299.39535,"avg_inten_ch_4":66.93488,"convex_hull_area_ratio_ch_1":1.03786,"convex_hull_perim_ratio_ch_1":0.9749,"diff_inten_density_ch_1":139.09114,"diff_inten_density_ch_3":208.77722,"diff_inten_density_ch_4":46.81266,"entropy_inten_ch_1":7.35047,"entropy_inten_ch_3":6.68365,"entropy_inten_ch_4":4.72779,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.62757,"eq_ellipse_oblate_vol_ch_1":328.96406,"eq_ellipse_prolate_vol_ch_1":202.12034,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.46684,"fiber_align_2_ch_4":1.2592,"fiber_length_ch_1":15.06793,"fiber_width_ch_1":15.06793,"inten_cooc_asm_ch_3":0.02487,"inten_cooc_asm_ch_4":0.12977,"inten_cooc_contrast_ch_3":6.92756,"inten_cooc_contrast_ch_4":3.25663,"inten_cooc_entropy_ch_3":6.51673,"inten_cooc_entropy_ch_4":4.88571,"inten_cooc_max_ch_3":0.13131,"inten_cooc_max_ch_4":0.35533,"kurt_inten_ch_1":-0.65534,"kurt_inten_ch_3":-0.27859,"kurt_inten_ch_4":0.5596,"length_ch_1":22.4215,"neighbor_avg_dist_ch_1":224.80672,"neighbor_min_dist_ch_1":19.69337,"neighbor_var_dist_ch_1":96.63603,"perim_ch_1":60.27173,"shape_bfr_ch_1":0.70467,"shape_lwr_ch_1":1.57194,"shape_p_2_a_ch_1":1.22846,"skew_inten_ch_1":-0.14306,"skew_inten_ch_3":0.7973,"skew_inten_ch_4":1.34449,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":62461,"total_inten_ch_2":57390,"total_inten_ch_3":64370,"total_inten_ch_4":14391,"var_inten_ch_1":120.22196,"var_inten_ch_3":285.80715,"var_inten_ch_4":92.61265,"width_ch_1":14.26355}
{"case":"Train","class":"PS","angle_ch_1":101.70097,"area_ch_1":295,"avg_inten_ch_1":34.7305,"avg_inten_ch_2":198.80851,"avg_inten_ch_3":47.86879,"avg_inten_ch_4":225.02128,"convex_hull_area_ratio_ch_1":1.15807,"convex_hull_perim_ratio_ch_1":0.85574,"diff_inten_density_ch_1":42.84016,"diff_inten_density_ch_3":36.04094,"diff_inten_density_ch_4":155.08577,"entropy_inten_ch_1":6.02033,"entropy_inten_ch_3":4.41557,"entropy_inten_ch_4":5.5816,"eq_circ_diam_ch_1":19.39987,"eq_ellipse_lwr_ch_1":1.92506,"eq_ellipse_oblate_vol_ch_1":537.42418,"eq_ellipse_prolate_vol_ch_1":279.17288,"eq_sphere_area_ch_1":1182.35374,"eq_sphere_vol_ch_1":3822.91779,"fiber_align_2_ch_3":1.04206,"fiber_align_2_ch_4":1.66898,"fiber_length_ch_1":33.67687,"fiber_width_ch_1":9.20516,"inten_cooc_asm_ch_3":0.20755,"inten_cooc_asm_ch_4":0.10279,"inten_cooc_contrast_ch_3":2.27539,"inten_cooc_contrast_ch_4":3.91252,"inten_cooc_entropy_ch_3":4.203,"inten_cooc_entropy_ch_4":5.26393,"inten_cooc_max_ch_3":0.45,"inten_cooc_max_ch_4":0.32016,"kurt_inten_ch_1":2.39124,"kurt_inten_ch_3":2.33682,"kurt_inten_ch_4":1.21657,"length_ch_1":26.93205,"neighbor_avg_dist_ch_1":190.38416,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":70.5302,"perim_ch_1":85.76407,"shape_bfr_ch_1":0.68701,"shape_lwr_ch_1":1.68584,"shape_p_2_a_ch_1":1.88814,"skew_inten_ch_1":1.14836,"skew_inten_ch_3":1.59676,"skew_inten_ch_4":1.36228,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9794,"total_inten_ch_2":55783,"total_inten_ch_3":13499,"total_inten_ch_4":63456,"var_inten_ch_1":26.20159,"var_inten_ch_3":69.9998,"var_inten_ch_4":273.91814,"width_ch_1":15.97543}
{"case":"Train","class":"PS","angle_ch_1":86.66489,"area_ch_1":300,"avg_inten_ch_1":26.82927,"avg_inten_ch_2":176.72474,"avg_inten_ch_3":32.41463,"avg_inten_ch_4":44.11498,"convex_hull_area_ratio_ch_1":1.26444,"convex_hull_perim_ratio_ch_1":0.84746,"diff_inten_density_ch_1":35.57594,"diff_inten_density_ch_3":29.80868,"diff_inten_density_ch_4":33.81657,"entropy_inten_ch_1":5.75728,"entropy_inten_ch_3":5.22126,"entropy_inten_ch_4":4.73382,"eq_circ_diam_ch_1":19.5711,"eq_ellipse_lwr_ch_1":4.02557,"eq_ellipse_oblate_vol_ch_1":797.91814,"eq_ellipse_prolate_vol_ch_1":198.21223,"eq_sphere_area_ch_1":1203.31746,"eq_sphere_vol_ch_1":3925.04049,"fiber_align_2_ch_3":1.45904,"fiber_align_2_ch_4":1.52665,"fiber_length_ch_1":48.75978,"fiber_width_ch_1":6.60493,"inten_cooc_asm_ch_3":0.07479,"inten_cooc_asm_ch_4":0.14721,"inten_cooc_contrast_ch_3":6.42762,"inten_cooc_contrast_ch_4":3.77979,"inten_cooc_entropy_ch_3":5.74066,"inten_cooc_entropy_ch_4":4.83496,"inten_cooc_max_ch_3":0.26423,"inten_cooc_max_ch_4":0.37548,"kurt_inten_ch_1":0.88653,"kurt_inten_ch_3":1.91726,"kurt_inten_ch_4":-0.91048,"length_ch_1":42.26246,"neighbor_avg_dist_ch_1":186.19412,"neighbor_min_dist_ch_1":34.33962,"neighbor_var_dist_ch_1":79.84117,"perim_ch_1":110.72943,"shape_bfr_ch_1":0.56393,"shape_lwr_ch_1":3.34825,"shape_p_2_a_ch_1":3.02959,"skew_inten_ch_1":0.81636,"skew_inten_ch_3":1.36293,"skew_inten_ch_4":0.78306,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":11,"total_inten_ch_1":7700,"total_inten_ch_2":50434,"total_inten_ch_3":9303,"total_inten_ch_4":12661,"var_inten_ch_1":18.2702,"var_inten_ch_3":37.59029,"var_inten_ch_4":52.57936,"width_ch_1":12.62227}
{"case":"Train","class":"WS","angle_ch_1":167.47584,"area_ch_1":546,"avg_inten_ch_1":67.70633,"avg_inten_ch_2":300.20537,"avg_inten_ch_3":70.65067,"avg_inten_ch_4":219.12284,"convex_hull_area_ratio_ch_1":1.09926,"convex_hull_perim_ratio_ch_1":0.9131,"diff_inten_density_ch_1":50.94063,"diff_inten_density_ch_3":56.23644,"diff_inten_density_ch_4":120.28966,"entropy_inten_ch_1":6.95988,"entropy_inten_ch_3":6.74182,"entropy_inten_ch_4":7.02051,"eq_circ_diam_ch_1":26.36897,"eq_ellipse_lwr_ch_1":2.09665,"eq_ellipse_oblate_vol_ch_1":1408.44827,"eq_ellipse_prolate_vol_ch_1":671.7619,"eq_sphere_area_ch_1":2184.4195,"eq_sphere_vol_ch_1":9600.14695,"fiber_align_2_ch_3":1.70088,"fiber_align_2_ch_4":1.44382,"fiber_length_ch_1":41.37284,"fiber_width_ch_1":13.65563,"inten_cooc_asm_ch_3":0.01648,"inten_cooc_asm_ch_4":0.03732,"inten_cooc_contrast_ch_3":9.34586,"inten_cooc_contrast_ch_4":5.2527,"inten_cooc_entropy_ch_3":7.02742,"inten_cooc_entropy_ch_4":6.32981,"inten_cooc_max_ch_3":0.10262,"inten_cooc_max_ch_4":0.18511,"kurt_inten_ch_1":-0.42713,"kurt_inten_ch_3":2.60174,"kurt_inten_ch_4":-0.16,"length_ch_1":40.42117,"neighbor_avg_dist_ch_1":228.17034,"neighbor_min_dist_ch_1":33.01687,"neighbor_var_dist_ch_1":112.52707,"perim_ch_1":110.05694,"shape_bfr_ch_1":0.67215,"shape_lwr_ch_1":2.01097,"shape_p_2_a_ch_1":1.70606,"skew_inten_ch_1":0.32648,"skew_inten_ch_3":1.50618,"skew_inten_ch_4":0.66371,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":35275,"total_inten_ch_2":155887,"total_inten_ch_3":36809,"total_inten_ch_4":114163,"var_inten_ch_1":36.93611,"var_inten_ch_3":69.16439,"var_inten_ch_4":196.37908,"width_ch_1":20.10034}
{"case":"Test","class":"WS","angle_ch_1":164.03956,"area_ch_1":540,"avg_inten_ch_1":55.75388,"avg_inten_ch_2":115.45736,"avg_inten_ch_3":23.10078,"avg_inten_ch_4":85.39729,"convex_hull_area_ratio_ch_1":1.48904,"convex_hull_perim_ratio_ch_1":0.8606,"diff_inten_density_ch_1":51.23109,"diff_inten_density_ch_3":21.81933,"diff_inten_density_ch_4":45.42647,"entropy_inten_ch_1":6.7757,"entropy_inten_ch_3":5.03898,"entropy_inten_ch_4":6.51251,"eq_circ_diam_ch_1":26.24213,"eq_ellipse_lwr_ch_1":1.35304,"eq_ellipse_oblate_vol_ch_1":1115.19501,"eq_ellipse_prolate_vol_ch_1":824.21666,"eq_sphere_area_ch_1":2163.45578,"eq_sphere_vol_ch_1":9462.28116,"fiber_align_2_ch_3":1.33215,"fiber_align_2_ch_4":1.50345,"fiber_length_ch_1":59.17556,"fiber_width_ch_1":9.49868,"inten_cooc_asm_ch_3":0.07222,"inten_cooc_asm_ch_4":0.04138,"inten_cooc_contrast_ch_3":9.46299,"inten_cooc_contrast_ch_4":5.56058,"inten_cooc_entropy_ch_3":5.97681,"inten_cooc_entropy_ch_4":6.36412,"inten_cooc_max_ch_3":0.26042,"inten_cooc_max_ch_4":0.1875,"kurt_inten_ch_1":-0.65443,"kurt_inten_ch_3":6.49097,"kurt_inten_ch_4":-0.12363,"length_ch_1":39.23983,"neighbor_avg_dist_ch_1":240.88086,"neighbor_min_dist_ch_1":35.76013,"neighbor_var_dist_ch_1":120.48737,"perim_ch_1":137.34848,"shape_bfr_ch_1":0.38894,"shape_lwr_ch_1":1.10727,"shape_p_2_a_ch_1":2.67073,"skew_inten_ch_1":0.33275,"skew_inten_ch_3":2.34375,"skew_inten_ch_4":0.69055,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":16,"total_inten_ch_1":28769,"total_inten_ch_2":59061,"total_inten_ch_3":11920,"total_inten_ch_4":44065,"var_inten_ch_1":33.11267,"var_inten_ch_3":32.14245,"var_inten_ch_4":74.29941,"width_ch_1":35.43832}
{"case":"Test","class":"WS","angle_ch_1":79.07851,"area_ch_1":260,"avg_inten_ch_1":59.14859,"avg_inten_ch_2":305.98795,"avg_inten_ch_3":109.44578,"avg_inten_ch_4":180.59036,"convex_hull_area_ratio_ch_1":1.06334,"convex_hull_perim_ratio_ch_1":0.95071,"diff_inten_density_ch_1":53.09607,"diff_inten_density_ch_3":76.51092,"diff_inten_density_ch_4":98.76419,"entropy_inten_ch_1":6.67113,"entropy_inten_ch_3":5.41406,"entropy_inten_ch_4":6.30741,"eq_circ_diam_ch_1":18.22946,"eq_ellipse_lwr_ch_1":1.33404,"eq_ellipse_oblate_vol_ch_1":371.1973,"eq_ellipse_prolate_vol_ch_1":278.25074,"eq_sphere_area_ch_1":1043.9932,"eq_sphere_vol_ch_1":3171.90606,"fiber_align_2_ch_3":1.3203,"fiber_align_2_ch_4":1.50492,"fiber_length_ch_1":18.8325,"fiber_width_ch_1":14.499,"inten_cooc_asm_ch_3":0.1104,"inten_cooc_asm_ch_4":0.03082,"inten_cooc_contrast_ch_3":4.86514,"inten_cooc_contrast_ch_4":4.30373,"inten_cooc_entropy_ch_3":5.32676,"inten_cooc_entropy_ch_4":6.20286,"inten_cooc_max_ch_3":0.32743,"inten_cooc_max_ch_4":0.15086,"kurt_inten_ch_1":0.04271,"kurt_inten_ch_3":-0.43806,"kurt_inten_ch_4":-0.74004,"length_ch_1":23.2797,"neighbor_avg_dist_ch_1":254.75934,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":119.77311,"perim_ch_1":66.663,"shape_bfr_ch_1":0.64278,"shape_lwr_ch_1":1.33469,"shape_p_2_a_ch_1":1.29512,"skew_inten_ch_1":0.88401,"skew_inten_ch_3":0.73975,"skew_inten_ch_4":0.63442,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":14728,"total_inten_ch_2":75943,"total_inten_ch_3":27252,"total_inten_ch_4":44967,"var_inten_ch_1":50.09387,"var_inten_ch_3":114.03951,"var_inten_ch_4":167.54334,"width_ch_1":17.44208}
{"case":"Test","class":"WS","angle_ch_1":112.98355,"area_ch_1":318,"avg_inten_ch_1":565.25,"avg_inten_ch_2":223.53289,"avg_inten_ch_3":24.85526,"avg_inten_ch_4":147.33553,"convex_hull_area_ratio_ch_1":1.03011,"convex_hull_perim_ratio_ch_1":0.96776,"diff_inten_density_ch_1":202.83422,"diff_inten_density_ch_3":28.31217,"diff_inten_density_ch_4":106.50265,"entropy_inten_ch_1":7.90537,"entropy_inten_ch_3":4.19939,"entropy_inten_ch_4":5.44447,"eq_circ_diam_ch_1":20.14239,"eq_ellipse_lwr_ch_1":1.46582,"eq_ellipse_oblate_vol_ch_1":524.8955,"eq_ellipse_prolate_vol_ch_1":358.08902,"eq_sphere_area_ch_1":1274.5941,"eq_sphere_vol_ch_1":4278.89541,"fiber_align_2_ch_3":1.76811,"fiber_align_2_ch_4":1.70731,"fiber_length_ch_1":17.53963,"fiber_width_ch_1":17.53963,"inten_cooc_asm_ch_3":0.172,"inten_cooc_asm_ch_4":0.11768,"inten_cooc_contrast_ch_3":5.53111,"inten_cooc_contrast_ch_4":4.50707,"inten_cooc_entropy_ch_3":4.71128,"inten_cooc_entropy_ch_4":5.12005,"inten_cooc_max_ch_3":0.42705,"inten_cooc_max_ch_4":0.35231,"kurt_inten_ch_1":-0.52282,"kurt_inten_ch_3":0.52626,"kurt_inten_ch_4":2.40344,"length_ch_1":24.87645,"neighbor_avg_dist_ch_1":264.98874,"neighbor_min_dist_ch_1":20.73056,"neighbor_var_dist_ch_1":120.1895,"perim_ch_1":70.15851,"shape_bfr_ch_1":0.73887,"shape_lwr_ch_1":1.43495,"shape_p_2_a_ch_1":1.18443,"skew_inten_ch_1":-0.09563,"skew_inten_ch_3":1.23857,"skew_inten_ch_4":1.45763,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":171836,"total_inten_ch_2":67651,"total_inten_ch_3":7556,"total_inten_ch_4":44790,"var_inten_ch_1":244.03669,"var_inten_ch_3":33.19161,"var_inten_ch_4":177.15667,"width_ch_1":17.33616}
{"case":"Train","class":"PS","angle_ch_1":149.45198,"area_ch_1":383,"avg_inten_ch_1":48.07104,"avg_inten_ch_2":130.07104,"avg_inten_ch_3":32.15574,"avg_inten_ch_4":165.35246,"convex_hull_area_ratio_ch_1":1.21256,"convex_hull_perim_ratio_ch_1":0.86536,"diff_inten_density_ch_1":47.5693,"diff_inten_density_ch_3":23.26826,"diff_inten_density_ch_4":85.59314,"entropy_inten_ch_1":6.3549,"entropy_inten_ch_3":5.38898,"entropy_inten_ch_4":6.2082,"eq_circ_diam_ch_1":22.10114,"eq_ellipse_lwr_ch_1":1.90766,"eq_ellipse_oblate_vol_ch_1":791.03041,"eq_ellipse_prolate_vol_ch_1":414.66098,"eq_sphere_area_ch_1":1534.54422,"eq_sphere_vol_ch_1":5652.53062,"fiber_align_2_ch_3":1.18301,"fiber_align_2_ch_4":1.22121,"fiber_length_ch_1":42.1048,"fiber_width_ch_1":9.516,"inten_cooc_asm_ch_3":0.06519,"inten_cooc_asm_ch_4":0.07231,"inten_cooc_contrast_ch_3":6.1403,"inten_cooc_contrast_ch_4":4.10108,"inten_cooc_entropy_ch_3":5.99478,"inten_cooc_entropy_ch_4":5.79001,"inten_cooc_max_ch_3":0.24773,"inten_cooc_max_ch_4":0.26888,"kurt_inten_ch_1":-0.34061,"kurt_inten_ch_3":0.92746,"kurt_inten_ch_4":-1.35997,"length_ch_1":34.73372,"neighbor_avg_dist_ch_1":273.04804,"neighbor_min_dist_ch_1":26.61905,"neighbor_var_dist_ch_1":118.03359,"perim_ch_1":103.24159,"shape_bfr_ch_1":0.52124,"shape_lwr_ch_1":1.63915,"shape_p_2_a_ch_1":2.11695,"skew_inten_ch_1":0.3477,"skew_inten_ch_3":1.00261,"skew_inten_ch_4":0.31267,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17594,"total_inten_ch_2":47241,"total_inten_ch_3":11769,"total_inten_ch_4":60519,"var_inten_ch_1":26.24903,"var_inten_ch_3":31.58742,"var_inten_ch_4":152.03914,"width_ch_1":21.19007}
{"case":"Test","class":"PS","angle_ch_1":41.82116,"area_ch_1":227,"avg_inten_ch_1":55.26728,"avg_inten_ch_2":5.06452,"avg_inten_ch_3":137.62673,"avg_inten_ch_4":25.21198,"convex_hull_area_ratio_ch_1":1.32768,"convex_hull_perim_ratio_ch_1":0.93177,"diff_inten_density_ch_1":51.51579,"diff_inten_density_ch_3":92.30526,"diff_inten_density_ch_4":22.41053,"entropy_inten_ch_1":6.46159,"entropy_inten_ch_3":6.98878,"entropy_inten_ch_4":4.0651,"eq_circ_diam_ch_1":17.01783,"eq_ellipse_lwr_ch_1":4.09654,"eq_ellipse_oblate_vol_ch_1":529.19981,"eq_ellipse_prolate_vol_ch_1":129.18218,"eq_sphere_area_ch_1":909.8254,"eq_sphere_vol_ch_1":2580.54179,"fiber_align_2_ch_3":1.90068,"fiber_align_2_ch_4":1.44524,"fiber_length_ch_1":37.00011,"fiber_width_ch_1":6.67862,"inten_cooc_asm_ch_3":0.00765,"inten_cooc_asm_ch_4":0.15754,"inten_cooc_contrast_ch_3":23.48338,"inten_cooc_contrast_ch_4":2.88109,"inten_cooc_entropy_ch_3":7.45076,"inten_cooc_entropy_ch_4":4.54024,"inten_cooc_max_ch_3":0.04255,"inten_cooc_max_ch_4":0.39062,"kurt_inten_ch_1":-0.09374,"kurt_inten_ch_3":-0.2909,"kurt_inten_ch_4":1.17336,"length_ch_1":35.09723,"neighbor_avg_dist_ch_1":186.22359,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":81.42105,"perim_ch_1":87.35747,"shape_bfr_ch_1":0.54706,"shape_lwr_ch_1":2.96267,"shape_p_2_a_ch_1":2.45752,"skew_inten_ch_1":0.41222,"skew_inten_ch_3":0.39202,"skew_inten_ch_4":1.498,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11993,"total_inten_ch_2":883,"total_inten_ch_3":29865,"total_inten_ch_4":5471,"var_inten_ch_1":30.39377,"var_inten_ch_3":73.61648,"var_inten_ch_4":37.2779,"width_ch_1":11.8465}
{"case":"Test","class":"WS","angle_ch_1":85.46588,"area_ch_1":563,"avg_inten_ch_1":18.1487,"avg_inten_ch_2":14.00929,"avg_inten_ch_3":8.97212,"avg_inten_ch_4":7.30855,"convex_hull_area_ratio_ch_1":1.11101,"convex_hull_perim_ratio_ch_1":0.90456,"diff_inten_density_ch_1":34.34,"diff_inten_density_ch_3":15.65,"diff_inten_density_ch_4":16.822,"entropy_inten_ch_1":5.32796,"entropy_inten_ch_3":4.18457,"entropy_inten_ch_4":4.02552,"eq_circ_diam_ch_1":26.79572,"eq_ellipse_lwr_ch_1":2.72307,"eq_ellipse_oblate_vol_ch_1":1684.32035,"eq_ellipse_prolate_vol_ch_1":618.53636,"eq_sphere_area_ch_1":2255.69615,"eq_sphere_vol_ch_1":10073.83213,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":49.83822,"fiber_width_ch_1":11.79357,"inten_cooc_asm_ch_3":0.04359,"inten_cooc_asm_ch_4":0.01871,"inten_cooc_contrast_ch_3":20.33617,"inten_cooc_contrast_ch_4":48.42115,"inten_cooc_entropy_ch_3":6.3416,"inten_cooc_entropy_ch_4":6.92273,"inten_cooc_max_ch_3":0.20196,"inten_cooc_max_ch_4":0.11633,"kurt_inten_ch_1":0.84274,"kurt_inten_ch_3":0.1978,"kurt_inten_ch_4":0.45634,"length_ch_1":48.45407,"neighbor_avg_dist_ch_1":231.73979,"neighbor_min_dist_ch_1":43.59313,"neighbor_var_dist_ch_1":114.0573,"perim_ch_1":123.26356,"shape_bfr_ch_1":0.61195,"shape_lwr_ch_1":2.54775,"shape_p_2_a_ch_1":2.05707,"skew_inten_ch_1":0.91195,"skew_inten_ch_3":1.02847,"skew_inten_ch_4":1.01371,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":11,"total_inten_ch_1":9764,"total_inten_ch_2":7000,"total_inten_ch_3":4827,"total_inten_ch_4":3932,"var_inten_ch_1":15.60955,"var_inten_ch_3":10.08685,"var_inten_ch_4":7.78866,"width_ch_1":19.01838}
{"case":"Train","class":"WS","angle_ch_1":54.21045,"area_ch_1":169,"avg_inten_ch_1":760.93827,"avg_inten_ch_2":409.33333,"avg_inten_ch_3":250.88889,"avg_inten_ch_4":518.92593,"convex_hull_area_ratio_ch_1":1.01176,"convex_hull_perim_ratio_ch_1":0.98809,"diff_inten_density_ch_1":277.74576,"diff_inten_density_ch_3":132.83051,"diff_inten_density_ch_4":194.01695,"entropy_inten_ch_1":7.29047,"entropy_inten_ch_3":6.68668,"entropy_inten_ch_4":7.10365,"eq_circ_diam_ch_1":14.70387,"eq_ellipse_lwr_ch_1":1.24632,"eq_ellipse_oblate_vol_ch_1":188.28183,"eq_ellipse_prolate_vol_ch_1":151.07052,"eq_sphere_area_ch_1":679.22449,"eq_sphere_vol_ch_1":1664.5384,"fiber_align_2_ch_3":1.40329,"fiber_align_2_ch_4":1.01208,"fiber_length_ch_1":12.4463,"fiber_width_ch_1":12.4463,"inten_cooc_asm_ch_3":0.01622,"inten_cooc_asm_ch_4":0.00876,"inten_cooc_contrast_ch_3":8.69601,"inten_cooc_contrast_ch_4":11.25515,"inten_cooc_entropy_ch_3":6.71073,"inten_cooc_entropy_ch_4":7.05294,"inten_cooc_max_ch_3":0.09459,"inten_cooc_max_ch_4":0.02041,"kurt_inten_ch_1":-0.94044,"kurt_inten_ch_3":-0.38463,"kurt_inten_ch_4":-0.34347,"length_ch_1":17.24713,"neighbor_avg_dist_ch_1":283.3873,"neighbor_min_dist_ch_1":20.73056,"neighbor_var_dist_ch_1":127.00623,"perim_ch_1":49.78521,"shape_bfr_ch_1":0.69545,"shape_lwr_ch_1":1.21828,"shape_p_2_a_ch_1":1.10688,"skew_inten_ch_1":-0.1256,"skew_inten_ch_3":0.36065,"skew_inten_ch_4":-0.53521,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":123272,"total_inten_ch_2":66151,"total_inten_ch_3":40644,"total_inten_ch_4":84066,"var_inten_ch_1":363.20221,"var_inten_ch_3":163.96126,"var_inten_ch_4":197.09819,"width_ch_1":14.15695}
{"case":"Test","class":"PS","angle_ch_1":114.56157,"area_ch_1":460,"avg_inten_ch_1":22.92483,"avg_inten_ch_2":26.44419,"avg_inten_ch_3":47.33485,"avg_inten_ch_4":29.74943,"convex_hull_area_ratio_ch_1":1.22598,"convex_hull_perim_ratio_ch_1":0.8355,"diff_inten_density_ch_1":33.8642,"diff_inten_density_ch_3":44.3358,"diff_inten_density_ch_4":21.44198,"entropy_inten_ch_1":5.53739,"entropy_inten_ch_3":6.33895,"entropy_inten_ch_4":4.9876,"eq_circ_diam_ch_1":24.20508,"eq_ellipse_lwr_ch_1":2.02119,"eq_ellipse_oblate_vol_ch_1":1069.6021,"eq_ellipse_prolate_vol_ch_1":529.1934,"eq_sphere_area_ch_1":1840.61451,"eq_sphere_vol_ch_1":7425.36961,"fiber_align_2_ch_3":1.16985,"fiber_align_2_ch_4":1.33157,"fiber_length_ch_1":47.36454,"fiber_width_ch_1":10.13562,"inten_cooc_asm_ch_3":0.01189,"inten_cooc_asm_ch_4":0.08387,"inten_cooc_contrast_ch_3":13.68644,"inten_cooc_contrast_ch_4":5.40229,"inten_cooc_entropy_ch_3":7.26549,"inten_cooc_entropy_ch_4":5.65379,"inten_cooc_max_ch_3":0.08333,"inten_cooc_max_ch_4":0.29167,"kurt_inten_ch_1":2.40968,"kurt_inten_ch_3":5.56572,"kurt_inten_ch_4":-0.84518,"length_ch_1":37.0321,"neighbor_avg_dist_ch_1":209.39846,"neighbor_min_dist_ch_1":40.56664,"neighbor_var_dist_ch_1":84.80107,"perim_ch_1":115.00033,"shape_bfr_ch_1":0.55737,"shape_lwr_ch_1":1.66112,"shape_p_2_a_ch_1":2.19221,"skew_inten_ch_1":1.36991,"skew_inten_ch_3":2.0746,"skew_inten_ch_4":0.61129,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":10064,"total_inten_ch_2":11171,"total_inten_ch_3":20780,"total_inten_ch_4":13060,"var_inten_ch_1":22.5054,"var_inten_ch_3":52.4589,"var_inten_ch_4":30.72808,"width_ch_1":22.29345}
{"case":"Train","class":"WS","angle_ch_1":174.93357,"area_ch_1":235,"avg_inten_ch_1":406.00889,"avg_inten_ch_2":241.97333,"avg_inten_ch_3":56.84444,"avg_inten_ch_4":87.73333,"convex_hull_area_ratio_ch_1":1.07006,"convex_hull_perim_ratio_ch_1":0.95572,"diff_inten_density_ch_1":159.51582,"diff_inten_density_ch_3":68.56691,"diff_inten_density_ch_4":52.93674,"entropy_inten_ch_1":7.50485,"entropy_inten_ch_3":4.39919,"entropy_inten_ch_4":6.48088,"eq_circ_diam_ch_1":17.32868,"eq_ellipse_lwr_ch_1":2.09546,"eq_ellipse_oblate_vol_ch_1":399.60879,"eq_ellipse_prolate_vol_ch_1":190.70217,"eq_sphere_area_ch_1":943.36735,"eq_sphere_vol_ch_1":2724.55182,"fiber_align_2_ch_3":1.52988,"fiber_align_2_ch_4":1.5857,"fiber_length_ch_1":22.80897,"fiber_width_ch_1":10.8224,"inten_cooc_asm_ch_3":0.16038,"inten_cooc_asm_ch_4":0.01349,"inten_cooc_contrast_ch_3":5.12417,"inten_cooc_contrast_ch_4":10.10914,"inten_cooc_entropy_ch_3":4.64866,"inten_cooc_entropy_ch_4":6.95939,"inten_cooc_max_ch_3":0.39196,"inten_cooc_max_ch_4":0.08962,"kurt_inten_ch_1":-0.56156,"kurt_inten_ch_3":4.66136,"kurt_inten_ch_4":-0.60134,"length_ch_1":26.78629,"neighbor_avg_dist_ch_1":195.23593,"neighbor_min_dist_ch_1":23.0982,"neighbor_var_dist_ch_1":95.75158,"perim_ch_1":67.26273,"shape_bfr_ch_1":0.64648,"shape_lwr_ch_1":1.96681,"shape_p_2_a_ch_1":1.4585,"skew_inten_ch_1":0.29847,"skew_inten_ch_3":2.20416,"skew_inten_ch_4":0.44954,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":91352,"total_inten_ch_2":54220,"total_inten_ch_3":12790,"total_inten_ch_4":19740,"var_inten_ch_1":209.45234,"var_inten_ch_3":96.7684,"var_inten_ch_4":64.46236,"width_ch_1":13.61918}
{"case":"Train","class":"PS","angle_ch_1":27.65004,"area_ch_1":271,"avg_inten_ch_1":148.37452,"avg_inten_ch_2":168.50193,"avg_inten_ch_3":24.80309,"avg_inten_ch_4":141.9112,"convex_hull_area_ratio_ch_1":1.08218,"convex_hull_perim_ratio_ch_1":0.93802,"diff_inten_density_ch_1":75.71429,"diff_inten_density_ch_3":25.16807,"diff_inten_density_ch_4":75.54202,"entropy_inten_ch_1":7.20957,"entropy_inten_ch_3":3.90806,"entropy_inten_ch_4":6.27737,"eq_circ_diam_ch_1":18.59191,"eq_ellipse_lwr_ch_1":1.6462,"eq_ellipse_oblate_vol_ch_1":437.43376,"eq_ellipse_prolate_vol_ch_1":265.72358,"eq_sphere_area_ch_1":1085.92063,"eq_sphere_vol_ch_1":3364.89055,"fiber_align_2_ch_3":1.61432,"fiber_align_2_ch_4":1.57628,"fiber_length_ch_1":23.53023,"fiber_width_ch_1":12.06092,"inten_cooc_asm_ch_3":0.21637,"inten_cooc_asm_ch_4":0.04064,"inten_cooc_contrast_ch_3":5.05254,"inten_cooc_contrast_ch_4":9.88874,"inten_cooc_entropy_ch_3":4.3486,"inten_cooc_entropy_ch_4":6.44516,"inten_cooc_max_ch_3":0.47083,"inten_cooc_max_ch_4":0.1875,"kurt_inten_ch_1":-0.62042,"kurt_inten_ch_3":28.70604,"kurt_inten_ch_4":-1.36913,"length_ch_1":25.65299,"neighbor_avg_dist_ch_1":260.9313,"neighbor_min_dist_ch_1":32.7619,"neighbor_var_dist_ch_1":107.75079,"perim_ch_1":71.18231,"shape_bfr_ch_1":0.60957,"shape_lwr_ch_1":1.47763,"shape_p_2_a_ch_1":1.42077,"skew_inten_ch_1":0.10513,"skew_inten_ch_3":4.64561,"skew_inten_ch_4":-0.17041,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":38429,"total_inten_ch_2":43384,"total_inten_ch_3":6424,"total_inten_ch_4":36755,"var_inten_ch_1":84.2314,"var_inten_ch_3":48.3168,"var_inten_ch_4":103.57224,"width_ch_1":17.36094}
{"case":"Train","class":"PS","angle_ch_1":166.51663,"area_ch_1":274,"avg_inten_ch_1":58.41603,"avg_inten_ch_2":237.34351,"avg_inten_ch_3":126.33969,"avg_inten_ch_4":30.04962,"convex_hull_area_ratio_ch_1":1.17615,"convex_hull_perim_ratio_ch_1":0.93801,"diff_inten_density_ch_1":49.5523,"diff_inten_density_ch_3":81.30544,"diff_inten_density_ch_4":30.74895,"entropy_inten_ch_1":6.60366,"entropy_inten_ch_3":6.94296,"entropy_inten_ch_4":5.0044,"eq_circ_diam_ch_1":18.69928,"eq_ellipse_lwr_ch_1":1.51871,"eq_ellipse_oblate_vol_ch_1":427.47575,"eq_ellipse_prolate_vol_ch_1":281.47219,"eq_sphere_area_ch_1":1098.49887,"eq_sphere_vol_ch_1":3423.52287,"fiber_align_2_ch_3":1.50273,"fiber_align_2_ch_4":1.67686,"fiber_length_ch_1":27.23663,"fiber_width_ch_1":10.65056,"inten_cooc_asm_ch_3":0.00757,"inten_cooc_asm_ch_4":0.06582,"inten_cooc_contrast_ch_3":15.10338,"inten_cooc_contrast_ch_4":8.32959,"inten_cooc_entropy_ch_3":7.41901,"inten_cooc_entropy_ch_4":5.86417,"inten_cooc_max_ch_3":0.04583,"inten_cooc_max_ch_4":0.2437,"kurt_inten_ch_1":-0.14352,"kurt_inten_ch_3":-0.48139,"kurt_inten_ch_4":-0.32371,"length_ch_1":25.8039,"neighbor_avg_dist_ch_1":190.1143,"neighbor_min_dist_ch_1":19.55985,"neighbor_var_dist_ch_1":88.47277,"perim_ch_1":75.77439,"shape_bfr_ch_1":0.55918,"shape_lwr_ch_1":1.35576,"shape_p_2_a_ch_1":1.57509,"skew_inten_ch_1":0.46622,"skew_inten_ch_3":0.1251,"skew_inten_ch_4":0.86149,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":15305,"total_inten_ch_2":61923,"total_inten_ch_3":33101,"total_inten_ch_4":7873,"var_inten_ch_1":34.44143,"var_inten_ch_3":75.4882,"var_inten_ch_4":32.88485,"width_ch_1":19.03274}
{"case":"Train","class":"PS","angle_ch_1":88.95086,"area_ch_1":280,"avg_inten_ch_1":51.31343,"avg_inten_ch_2":165.6791,"avg_inten_ch_3":88.85075,"avg_inten_ch_4":166.81343,"convex_hull_area_ratio_ch_1":1.16238,"convex_hull_perim_ratio_ch_1":0.75405,"diff_inten_density_ch_1":53.95597,"diff_inten_density_ch_3":72.37526,"diff_inten_density_ch_4":116.92453,"entropy_inten_ch_1":6.33584,"entropy_inten_ch_3":5.30728,"entropy_inten_ch_4":6.37874,"eq_circ_diam_ch_1":18.91218,"eq_ellipse_lwr_ch_1":2.61022,"eq_ellipse_oblate_vol_ch_1":579.77881,"eq_ellipse_prolate_vol_ch_1":222.11871,"eq_sphere_area_ch_1":1123.65533,"eq_sphere_vol_ch_1":3541.79554,"fiber_align_2_ch_3":1.47597,"fiber_align_2_ch_4":1.70225,"fiber_length_ch_1":44.42471,"fiber_width_ch_1":6.64779,"inten_cooc_asm_ch_3":0.10061,"inten_cooc_asm_ch_4":0.03792,"inten_cooc_contrast_ch_3":3.97064,"inten_cooc_contrast_ch_4":7.4929,"inten_cooc_entropy_ch_3":5.30837,"inten_cooc_entropy_ch_4":6.43746,"inten_cooc_max_ch_3":0.3102,"inten_cooc_max_ch_4":0.18776,"kurt_inten_ch_1":4.1451,"kurt_inten_ch_3":4.53586,"kurt_inten_ch_4":-1.09782,"length_ch_1":30.80287,"neighbor_avg_dist_ch_1":199.84815,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":102.94006,"perim_ch_1":102.14502,"shape_bfr_ch_1":0.72258,"shape_lwr_ch_1":2.44059,"shape_p_2_a_ch_1":2.81138,"skew_inten_ch_1":1.95943,"skew_inten_ch_3":2.04031,"skew_inten_ch_4":0.34871,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":13752,"total_inten_ch_2":44135,"total_inten_ch_3":23812,"total_inten_ch_4":44706,"var_inten_ch_1":53.66541,"var_inten_ch_3":124.68701,"var_inten_ch_4":142.25344,"width_ch_1":12.62108}
{"case":"Train","class":"WS","angle_ch_1":171.66934,"area_ch_1":175,"avg_inten_ch_1":94.49701,"avg_inten_ch_2":342.99401,"avg_inten_ch_3":107.16766,"avg_inten_ch_4":53.43713,"convex_hull_area_ratio_ch_1":1.02987,"convex_hull_perim_ratio_ch_1":0.96431,"diff_inten_density_ch_1":64.13531,"diff_inten_density_ch_3":100.70957,"diff_inten_density_ch_4":62.60396,"entropy_inten_ch_1":6.4815,"entropy_inten_ch_3":6.35486,"entropy_inten_ch_4":5.45641,"eq_circ_diam_ch_1":14.92906,"eq_ellipse_lwr_ch_1":1.2631,"eq_ellipse_oblate_vol_ch_1":198.38806,"eq_ellipse_prolate_vol_ch_1":157.06412,"eq_sphere_area_ch_1":700.18821,"eq_sphere_vol_ch_1":1742.19195,"fiber_align_2_ch_3":1.0054,"fiber_align_2_ch_4":1.44115,"fiber_length_ch_1":13.06423,"fiber_width_ch_1":13.06423,"inten_cooc_asm_ch_3":0.0119,"inten_cooc_asm_ch_4":0.03043,"inten_cooc_contrast_ch_3":14.0947,"inten_cooc_contrast_ch_4":17.72527,"inten_cooc_entropy_ch_3":6.97707,"inten_cooc_entropy_ch_4":6.47449,"inten_cooc_max_ch_3":0.07285,"inten_cooc_max_ch_4":0.17105,"kurt_inten_ch_1":0.20454,"kurt_inten_ch_3":1.10415,"kurt_inten_ch_4":0.40569,"length_ch_1":16.94978,"neighbor_avg_dist_ch_1":279.75829,"neighbor_min_dist_ch_1":21.69413,"neighbor_var_dist_ch_1":133.45104,"perim_ch_1":52.25691,"shape_bfr_ch_1":0.7269,"shape_lwr_ch_1":1.19302,"shape_p_2_a_ch_1":1.17962,"skew_inten_ch_1":0.46968,"skew_inten_ch_3":1.20384,"skew_inten_ch_4":0.95608,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":15781,"total_inten_ch_2":57114,"total_inten_ch_3":17897,"total_inten_ch_4":8924,"var_inten_ch_1":45.83907,"var_inten_ch_3":98.49725,"var_inten_ch_4":53.7219,"width_ch_1":14.20743}
{"case":"Train","class":"PS","angle_ch_1":90.15049,"area_ch_1":176,"avg_inten_ch_1":75.68452,"avg_inten_ch_2":276.8869,"avg_inten_ch_3":96.08333,"avg_inten_ch_4":93.23214,"convex_hull_area_ratio_ch_1":1.13445,"convex_hull_perim_ratio_ch_1":0.90581,"diff_inten_density_ch_1":63.16949,"diff_inten_density_ch_3":70.06441,"diff_inten_density_ch_4":73.4339,"entropy_inten_ch_1":6.46875,"entropy_inten_ch_3":6.44435,"entropy_inten_ch_4":5.03202,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":3.1323,"eq_ellipse_oblate_vol_ch_1":315.22235,"eq_ellipse_prolate_vol_ch_1":100.63613,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.45745,"fiber_align_2_ch_4":1.76298,"fiber_length_ch_1":29.29141,"fiber_width_ch_1":6.38758,"inten_cooc_asm_ch_3":0.01287,"inten_cooc_asm_ch_4":0.12147,"inten_cooc_contrast_ch_3":7.0945,"inten_cooc_contrast_ch_4":6.1466,"inten_cooc_entropy_ch_3":6.73824,"inten_cooc_entropy_ch_4":5.11226,"inten_cooc_max_ch_3":0.05882,"inten_cooc_max_ch_4":0.33987,"kurt_inten_ch_1":-0.64102,"kurt_inten_ch_3":-0.56785,"kurt_inten_ch_4":0.2203,"length_ch_1":26.6324,"neighbor_avg_dist_ch_1":200.14947,"neighbor_min_dist_ch_1":15.35714,"neighbor_var_dist_ch_1":91.81866,"perim_ch_1":71.35797,"shape_bfr_ch_1":0.71343,"shape_lwr_ch_1":2.87358,"shape_p_2_a_ch_1":2.16569,"skew_inten_ch_1":0.74635,"skew_inten_ch_3":0.79524,"skew_inten_ch_4":0.91221,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":12715,"total_inten_ch_2":46350,"total_inten_ch_3":16142,"total_inten_ch_4":15663,"var_inten_ch_1":60.38933,"var_inten_ch_3":89.91381,"var_inten_ch_4":99.14702,"width_ch_1":9.26804}
{"case":"Test","class":"PS","angle_ch_1":79.39928,"area_ch_1":774,"avg_inten_ch_1":28.41407,"avg_inten_ch_2":86.17185,"avg_inten_ch_3":33.39919,"avg_inten_ch_4":78.3207,"convex_hull_area_ratio_ch_1":1.28451,"convex_hull_perim_ratio_ch_1":0.76067,"diff_inten_density_ch_1":39.5981,"diff_inten_density_ch_3":24.30416,"diff_inten_density_ch_4":43.73523,"entropy_inten_ch_1":5.91686,"entropy_inten_ch_3":5.03826,"entropy_inten_ch_4":5.16005,"eq_circ_diam_ch_1":31.40483,"eq_ellipse_lwr_ch_1":1.88565,"eq_ellipse_oblate_vol_ch_1":2256.41311,"eq_ellipse_prolate_vol_ch_1":1196.62425,"eq_sphere_area_ch_1":3098.43764,"eq_sphere_vol_ch_1":16217.65112,"fiber_align_2_ch_3":1.15069,"fiber_align_2_ch_4":1.37884,"fiber_length_ch_1":77.44212,"fiber_width_ch_1":10.44232,"inten_cooc_asm_ch_3":0.13639,"inten_cooc_asm_ch_4":0.17615,"inten_cooc_contrast_ch_3":2.9851,"inten_cooc_contrast_ch_4":1.90665,"inten_cooc_entropy_ch_3":5.04697,"inten_cooc_entropy_ch_4":4.54447,"inten_cooc_max_ch_3":0.36324,"inten_cooc_max_ch_4":0.41823,"kurt_inten_ch_1":0.36021,"kurt_inten_ch_3":1.80728,"kurt_inten_ch_4":-0.06122,"length_ch_1":52.32948,"neighbor_avg_dist_ch_1":237.4341,"neighbor_min_dist_ch_1":32.90556,"neighbor_var_dist_ch_1":114.34345,"perim_ch_1":175.76889,"shape_bfr_ch_1":0.45975,"shape_lwr_ch_1":1.62528,"shape_p_2_a_ch_1":3.04017,"skew_inten_ch_1":0.83857,"skew_inten_ch_3":1.51192,"skew_inten_ch_4":1.02082,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":12,"total_inten_ch_1":20998,"total_inten_ch_2":62943,"total_inten_ch_3":24682,"total_inten_ch_4":57879,"var_inten_ch_1":23.61776,"var_inten_ch_3":44.39869,"var_inten_ch_4":99.25358,"width_ch_1":32.19725}
{"case":"Train","class":"WS","angle_ch_1":87.0713,"area_ch_1":488,"avg_inten_ch_1":47.91845,"avg_inten_ch_2":158.66738,"avg_inten_ch_3":63.63305,"avg_inten_ch_4":128.28326,"convex_hull_area_ratio_ch_1":1.50102,"convex_hull_perim_ratio_ch_1":0.70387,"diff_inten_density_ch_1":50.64397,"diff_inten_density_ch_3":48.51016,"diff_inten_density_ch_4":80.67025,"entropy_inten_ch_1":6.64178,"entropy_inten_ch_3":4.36127,"entropy_inten_ch_4":6.3545,"eq_circ_diam_ch_1":24.93832,"eq_ellipse_lwr_ch_1":1.91568,"eq_ellipse_oblate_vol_ch_1":1138.83748,"eq_ellipse_prolate_vol_ch_1":594.48253,"eq_sphere_area_ch_1":1953.81859,"eq_sphere_vol_ch_1":8120.82536,"fiber_align_2_ch_3":1.10858,"fiber_align_2_ch_4":1.18351,"fiber_length_ch_1":71.56713,"fiber_width_ch_1":7.20593,"inten_cooc_asm_ch_3":0.25541,"inten_cooc_asm_ch_4":0.05412,"inten_cooc_contrast_ch_3":1.10555,"inten_cooc_contrast_ch_4":5.32509,"inten_cooc_entropy_ch_3":3.8307,"inten_cooc_entropy_ch_4":6.10038,"inten_cooc_max_ch_3":0.50353,"inten_cooc_max_ch_4":0.22118,"kurt_inten_ch_1":3.03059,"kurt_inten_ch_3":3.05984,"kurt_inten_ch_4":-0.72117,"length_ch_1":44.07093,"neighbor_avg_dist_ch_1":201.23081,"neighbor_min_dist_ch_1":33.67695,"neighbor_var_dist_ch_1":89.28519,"perim_ch_1":157.54611,"shape_bfr_ch_1":0.44595,"shape_lwr_ch_1":1.77325,"shape_p_2_a_ch_1":3.83001,"skew_inten_ch_1":1.55635,"skew_inten_ch_3":1.92334,"skew_inten_ch_4":0.56325,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":22330,"total_inten_ch_2":73474,"total_inten_ch_3":29653,"total_inten_ch_4":59780,"var_inten_ch_1":39.28292,"var_inten_ch_3":108.3293,"var_inten_ch_4":120.51765,"width_ch_1":24.85319}
{"case":"Train","class":"WS","angle_ch_1":60.9332,"area_ch_1":218,"avg_inten_ch_1":553.79808,"avg_inten_ch_2":750.9375,"avg_inten_ch_3":129.86538,"avg_inten_ch_4":411.25962,"convex_hull_area_ratio_ch_1":1.02304,"convex_hull_perim_ratio_ch_1":0.97415,"diff_inten_density_ch_1":153.5483,"diff_inten_density_ch_3":68.42559,"diff_inten_density_ch_4":225.90339,"entropy_inten_ch_1":7.47929,"entropy_inten_ch_3":6.67998,"entropy_inten_ch_4":7.22929,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":1.04552,"eq_ellipse_oblate_vol_ch_1":250.89003,"eq_ellipse_prolate_vol_ch_1":239.96599,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.33426,"fiber_align_2_ch_4":1.55669,"fiber_length_ch_1":14.19406,"fiber_width_ch_1":14.19406,"inten_cooc_asm_ch_3":0.01653,"inten_cooc_asm_ch_4":0.01125,"inten_cooc_contrast_ch_3":5.03264,"inten_cooc_contrast_ch_4":9.55671,"inten_cooc_entropy_ch_3":6.64376,"inten_cooc_entropy_ch_4":6.9411,"inten_cooc_max_ch_3":0.08901,"inten_cooc_max_ch_4":0.06283,"kurt_inten_ch_1":-0.29965,"kurt_inten_ch_3":0.06758,"kurt_inten_ch_4":-0.48921,"length_ch_1":17.602,"neighbor_avg_dist_ch_1":186.7705,"neighbor_min_dist_ch_1":24.57143,"neighbor_var_dist_ch_1":87.12657,"perim_ch_1":56.77622,"shape_bfr_ch_1":0.71177,"shape_lwr_ch_1":1.01148,"shape_p_2_a_ch_1":1.12778,"skew_inten_ch_1":-0.70742,"skew_inten_ch_3":0.68479,"skew_inten_ch_4":0.39478,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":115190,"total_inten_ch_2":155988,"total_inten_ch_3":27012,"total_inten_ch_4":85542,"var_inten_ch_1":192.85329,"var_inten_ch_3":110.3616,"var_inten_ch_4":287.1567,"width_ch_1":17.40214}
{"case":"Train","class":"PS","angle_ch_1":159.06876,"area_ch_1":157,"avg_inten_ch_1":19.95333,"avg_inten_ch_2":2.45333,"avg_inten_ch_3":36.11333,"avg_inten_ch_4":72.86,"convex_hull_area_ratio_ch_1":1.17813,"convex_hull_perim_ratio_ch_1":0.89321,"diff_inten_density_ch_1":37.76806,"diff_inten_density_ch_3":28.37643,"diff_inten_density_ch_4":41.79848,"entropy_inten_ch_1":5.2821,"entropy_inten_ch_3":5.58712,"entropy_inten_ch_4":6.03441,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.79932,"eq_ellipse_oblate_vol_ch_1":201.56399,"eq_ellipse_prolate_vol_ch_1":112.02216,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.58438,"fiber_align_2_ch_4":1.02553,"fiber_length_ch_1":24.24133,"fiber_width_ch_1":6.91834,"inten_cooc_asm_ch_3":0.02299,"inten_cooc_asm_ch_4":0.01891,"inten_cooc_contrast_ch_3":8.22044,"inten_cooc_contrast_ch_4":6.52297,"inten_cooc_entropy_ch_3":6.39397,"inten_cooc_entropy_ch_4":6.41381,"inten_cooc_max_ch_3":0.1194,"inten_cooc_max_ch_4":0.10448,"kurt_inten_ch_1":-0.076,"kurt_inten_ch_3":-0.59771,"kurt_inten_ch_4":-0.80818,"length_ch_1":21.31948,"neighbor_avg_dist_ch_1":283.84038,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":122.54889,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.534,"shape_lwr_ch_1":1.54371,"shape_p_2_a_ch_1":1.84279,"skew_inten_ch_1":0.87799,"skew_inten_ch_3":0.7267,"skew_inten_ch_4":0.49476,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":2993,"total_inten_ch_2":219,"total_inten_ch_3":5417,"total_inten_ch_4":10929,"var_inten_ch_1":17.83679,"var_inten_ch_3":34.62553,"var_inten_ch_4":58.64083,"width_ch_1":13.81051}
{"case":"Train","class":"WS","angle_ch_1":10.49358,"area_ch_1":367,"avg_inten_ch_1":48.48148,"avg_inten_ch_2":137.93732,"avg_inten_ch_3":52.81766,"avg_inten_ch_4":83.59544,"convex_hull_area_ratio_ch_1":1.16497,"convex_hull_perim_ratio_ch_1":0.87876,"diff_inten_density_ch_1":45.04637,"diff_inten_density_ch_3":41.73879,"diff_inten_density_ch_4":58.44977,"entropy_inten_ch_1":6.51016,"entropy_inten_ch_3":4.70432,"entropy_inten_ch_4":5.29794,"eq_circ_diam_ch_1":21.64351,"eq_ellipse_lwr_ch_1":1.45265,"eq_ellipse_oblate_vol_ch_1":648.27985,"eq_ellipse_prolate_vol_ch_1":446.27435,"eq_sphere_area_ch_1":1471.65306,"eq_sphere_vol_ch_1":5308.62405,"fiber_align_2_ch_3":1.55813,"fiber_align_2_ch_4":1.63731,"fiber_length_ch_1":34.37235,"fiber_width_ch_1":11.2298,"inten_cooc_asm_ch_3":0.18139,"inten_cooc_asm_ch_4":0.14074,"inten_cooc_contrast_ch_3":2.45225,"inten_cooc_contrast_ch_4":4.16659,"inten_cooc_entropy_ch_3":4.54469,"inten_cooc_entropy_ch_4":5.06036,"inten_cooc_max_ch_3":0.41975,"inten_cooc_max_ch_4":0.37037,"kurt_inten_ch_1":0.93934,"kurt_inten_ch_3":1.0893,"kurt_inten_ch_4":-0.33475,"length_ch_1":29.04516,"neighbor_avg_dist_ch_1":229.94333,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":116.51438,"perim_ch_1":91.20429,"shape_bfr_ch_1":0.59084,"shape_lwr_ch_1":1.35478,"shape_p_2_a_ch_1":1.71489,"skew_inten_ch_1":1.11748,"skew_inten_ch_3":1.39436,"skew_inten_ch_4":0.86081,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":17017,"total_inten_ch_2":48066,"total_inten_ch_3":18539,"total_inten_ch_4":29342,"var_inten_ch_1":42.55185,"var_inten_ch_3":72.71202,"var_inten_ch_4":93.80975,"width_ch_1":21.43896}
{"case":"Test","class":"WS","angle_ch_1":84.38047,"area_ch_1":191,"avg_inten_ch_1":92.59016,"avg_inten_ch_2":410.60656,"avg_inten_ch_3":109.04372,"avg_inten_ch_4":124.59563,"convex_hull_area_ratio_ch_1":1.20466,"convex_hull_perim_ratio_ch_1":0.93983,"diff_inten_density_ch_1":71.63415,"diff_inten_density_ch_3":116.07927,"diff_inten_density_ch_4":118.32317,"entropy_inten_ch_1":6.72448,"entropy_inten_ch_3":5.0582,"entropy_inten_ch_4":5.74589,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":1.95843,"eq_ellipse_oblate_vol_ch_1":283.3688,"eq_ellipse_prolate_vol_ch_1":144.69194,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.57358,"fiber_align_2_ch_4":1.81801,"fiber_length_ch_1":24.72564,"fiber_width_ch_1":8.18179,"inten_cooc_asm_ch_3":0.11893,"inten_cooc_asm_ch_4":0.04381,"inten_cooc_contrast_ch_3":5.45179,"inten_cooc_contrast_ch_4":10.20119,"inten_cooc_entropy_ch_3":5.12478,"inten_cooc_entropy_ch_4":6.19846,"inten_cooc_max_ch_3":0.33929,"inten_cooc_max_ch_4":0.20238,"kurt_inten_ch_1":0.32763,"kurt_inten_ch_3":2.4772,"kurt_inten_ch_4":-0.67193,"length_ch_1":24.03597,"neighbor_avg_dist_ch_1":230.33265,"neighbor_min_dist_ch_1":23.0982,"neighbor_var_dist_ch_1":99.45839,"perim_ch_1":65.81485,"shape_bfr_ch_1":0.57984,"shape_lwr_ch_1":1.7464,"shape_p_2_a_ch_1":1.70388,"skew_inten_ch_1":0.53382,"skew_inten_ch_3":1.76331,"skew_inten_ch_4":0.66418,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":16944,"total_inten_ch_2":74959,"total_inten_ch_3":19955,"total_inten_ch_4":22801,"var_inten_ch_1":50.6885,"var_inten_ch_3":154.26525,"var_inten_ch_4":121.09767,"width_ch_1":13.76318}
{"case":"Train","class":"PS","angle_ch_1":17.84453,"area_ch_1":356,"avg_inten_ch_1":25.59118,"avg_inten_ch_2":1.29412,"avg_inten_ch_3":50.36765,"avg_inten_ch_4":25.60588,"convex_hull_area_ratio_ch_1":1.45316,"convex_hull_perim_ratio_ch_1":0.8309,"diff_inten_density_ch_1":38.75947,"diff_inten_density_ch_3":41.30972,"diff_inten_density_ch_4":25.35255,"entropy_inten_ch_1":5.66895,"entropy_inten_ch_3":6.38235,"entropy_inten_ch_4":4.85409,"eq_circ_diam_ch_1":21.30167,"eq_ellipse_lwr_ch_1":3.67842,"eq_ellipse_oblate_vol_ch_1":983.49102,"eq_ellipse_prolate_vol_ch_1":267.36802,"eq_sphere_area_ch_1":1425.53288,"eq_sphere_vol_ch_1":5061.03885,"fiber_align_2_ch_3":1.21848,"fiber_align_2_ch_4":1.01351,"fiber_length_ch_1":54.59045,"fiber_width_ch_1":6.91713,"inten_cooc_asm_ch_3":0.01068,"inten_cooc_asm_ch_4":0.06849,"inten_cooc_contrast_ch_3":14.25096,"inten_cooc_contrast_ch_4":6.30396,"inten_cooc_entropy_ch_3":7.24811,"inten_cooc_entropy_ch_4":5.78065,"inten_cooc_max_ch_3":0.06711,"inten_cooc_max_ch_4":0.26537,"kurt_inten_ch_1":-0.01339,"kurt_inten_ch_3":-0.05974,"kurt_inten_ch_4":2.42579,"length_ch_1":42.01945,"neighbor_avg_dist_ch_1":263.13455,"neighbor_min_dist_ch_1":34.41584,"neighbor_var_dist_ch_1":120.65153,"perim_ch_1":123.01515,"shape_bfr_ch_1":0.54393,"shape_lwr_ch_1":2.69478,"shape_p_2_a_ch_1":3.18906,"skew_inten_ch_1":0.80215,"skew_inten_ch_3":0.70233,"skew_inten_ch_4":1.49107,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":10,"total_inten_ch_1":8701,"total_inten_ch_2":101,"total_inten_ch_3":17125,"total_inten_ch_4":8706,"var_inten_ch_1":21.6106,"var_inten_ch_3":39.86488,"var_inten_ch_4":31.77417,"width_ch_1":15.59289}
{"case":"Train","class":"PS","angle_ch_1":117.28427,"area_ch_1":428,"avg_inten_ch_1":26.83619,"avg_inten_ch_2":151.56968,"avg_inten_ch_3":20.24939,"avg_inten_ch_4":41.63325,"convex_hull_area_ratio_ch_1":1.15389,"convex_hull_perim_ratio_ch_1":0.87909,"diff_inten_density_ch_1":40.19312,"diff_inten_density_ch_3":22.87831,"diff_inten_density_ch_4":24.20635,"entropy_inten_ch_1":5.81803,"entropy_inten_ch_3":5.08972,"entropy_inten_ch_4":4.77119,"eq_circ_diam_ch_1":23.36339,"eq_ellipse_lwr_ch_1":1.97437,"eq_ellipse_oblate_vol_ch_1":950.65048,"eq_ellipse_prolate_vol_ch_1":481.49541,"eq_sphere_area_ch_1":1714.8322,"eq_sphere_vol_ch_1":6677.38255,"fiber_align_2_ch_3":1.0315,"fiber_align_2_ch_4":1.39978,"fiber_length_ch_1":41.33465,"fiber_width_ch_1":10.83443,"inten_cooc_asm_ch_3":0.04784,"inten_cooc_asm_ch_4":0.15101,"inten_cooc_contrast_ch_3":12.25659,"inten_cooc_contrast_ch_4":3.98173,"inten_cooc_entropy_ch_3":6.43616,"inten_cooc_entropy_ch_4":4.98244,"inten_cooc_max_ch_3":0.21466,"inten_cooc_max_ch_4":0.38503,"kurt_inten_ch_1":0.2438,"kurt_inten_ch_3":1.09457,"kurt_inten_ch_4":-1.30606,"length_ch_1":37.09536,"neighbor_avg_dist_ch_1":204.86828,"neighbor_min_dist_ch_1":17.16217,"neighbor_var_dist_ch_1":108.20715,"perim_ch_1":104.33816,"shape_bfr_ch_1":0.53867,"shape_lwr_ch_1":1.72902,"shape_p_2_a_ch_1":1.93443,"skew_inten_ch_1":0.6811,"skew_inten_ch_3":1.1369,"skew_inten_ch_4":0.41185,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":10976,"total_inten_ch_2":61584,"total_inten_ch_3":8282,"total_inten_ch_4":17028,"var_inten_ch_1":19.55683,"var_inten_ch_3":21.1464,"var_inten_ch_4":42.90972,"width_ch_1":21.45458}
{"case":"Train","class":"PS","angle_ch_1":1.87806,"area_ch_1":485,"avg_inten_ch_1":46.06911,"avg_inten_ch_2":277.7365,"avg_inten_ch_3":78.41037,"avg_inten_ch_4":227.64579,"convex_hull_area_ratio_ch_1":1.68741,"convex_hull_perim_ratio_ch_1":0.7735,"diff_inten_density_ch_1":53.35422,"diff_inten_density_ch_3":72.75422,"diff_inten_density_ch_4":162.96627,"entropy_inten_ch_1":6.56673,"entropy_inten_ch_3":6.53642,"entropy_inten_ch_4":7.07165,"eq_circ_diam_ch_1":24.85792,"eq_ellipse_lwr_ch_1":2.41979,"eq_ellipse_oblate_vol_ch_1":1267.59776,"eq_ellipse_prolate_vol_ch_1":523.84718,"eq_sphere_area_ch_1":1941.24036,"eq_sphere_vol_ch_1":8042.53172,"fiber_align_2_ch_3":1.61193,"fiber_align_2_ch_4":1.6248,"fiber_length_ch_1":70.3724,"fiber_width_ch_1":7.36178,"inten_cooc_asm_ch_3":0.02569,"inten_cooc_asm_ch_4":0.02958,"inten_cooc_contrast_ch_3":8.9274,"inten_cooc_contrast_ch_4":7.22857,"inten_cooc_entropy_ch_3":6.70164,"inten_cooc_entropy_ch_4":6.56513,"inten_cooc_max_ch_3":0.13768,"inten_cooc_max_ch_4":0.15385,"kurt_inten_ch_1":3.29952,"kurt_inten_ch_3":5.20067,"kurt_inten_ch_4":1.88469,"length_ch_1":49.0158,"neighbor_avg_dist_ch_1":193.19349,"neighbor_min_dist_ch_1":42.7678,"neighbor_var_dist_ch_1":105.51718,"perim_ch_1":155.46836,"shape_bfr_ch_1":0.37595,"shape_lwr_ch_1":1.86115,"shape_p_2_a_ch_1":3.71267,"skew_inten_ch_1":1.7274,"skew_inten_ch_3":2.1761,"skew_inten_ch_4":1.56841,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":21330,"total_inten_ch_2":128130,"total_inten_ch_3":36304,"total_inten_ch_4":105400,"var_inten_ch_1":45.551,"var_inten_ch_3":107.00015,"var_inten_ch_4":266.95358,"width_ch_1":26.33633}
{"case":"Test","class":"PS","angle_ch_1":10.3426,"area_ch_1":879,"avg_inten_ch_1":29.38498,"avg_inten_ch_2":78.29082,"avg_inten_ch_3":66.66389,"avg_inten_ch_4":123.64124,"convex_hull_area_ratio_ch_1":1.24313,"convex_hull_perim_ratio_ch_1":0.72366,"diff_inten_density_ch_1":39.99176,"diff_inten_density_ch_3":61.02536,"diff_inten_density_ch_4":79.58973,"entropy_inten_ch_1":5.75955,"entropy_inten_ch_3":5.83338,"entropy_inten_ch_4":6.10887,"eq_circ_diam_ch_1":33.46226,"eq_ellipse_lwr_ch_1":1.2167,"eq_ellipse_oblate_vol_ch_1":2192.58708,"eq_ellipse_prolate_vol_ch_1":1802.07197,"eq_sphere_area_ch_1":3517.71202,"eq_sphere_vol_ch_1":19618.42945,"fiber_align_2_ch_3":1.45741,"fiber_align_2_ch_4":1.32918,"fiber_length_ch_1":73.88355,"fiber_width_ch_1":12.26821,"inten_cooc_asm_ch_3":0.09219,"inten_cooc_asm_ch_4":0.08406,"inten_cooc_contrast_ch_3":5.74692,"inten_cooc_contrast_ch_4":4.36978,"inten_cooc_entropy_ch_3":5.68799,"inten_cooc_entropy_ch_4":5.69871,"inten_cooc_max_ch_3":0.29554,"inten_cooc_max_ch_4":0.28025,"kurt_inten_ch_1":4.12794,"kurt_inten_ch_3":4.34746,"kurt_inten_ch_4":-0.94464,"length_ch_1":38.45644,"neighbor_avg_dist_ch_1":270.03952,"neighbor_min_dist_ch_1":43.53298,"neighbor_var_dist_ch_1":133.1745,"perim_ch_1":172.30352,"shape_bfr_ch_1":0.66923,"shape_lwr_ch_1":1.12542,"shape_p_2_a_ch_1":2.60644,"skew_inten_ch_1":1.84837,"skew_inten_ch_3":1.97414,"skew_inten_ch_4":0.59716,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":15,"total_inten_ch_1":24654,"total_inten_ch_2":64848,"total_inten_ch_3":55931,"total_inten_ch_4":103735,"var_inten_ch_1":33.27125,"var_inten_ch_3":88.29208,"var_inten_ch_4":127.03044,"width_ch_1":34.17088}
{"case":"Test","class":"WS","angle_ch_1":162.3364,"area_ch_1":190,"avg_inten_ch_1":209.64286,"avg_inten_ch_2":263.80769,"avg_inten_ch_3":210.20879,"avg_inten_ch_4":92.98901,"convex_hull_area_ratio_ch_1":1.12403,"convex_hull_perim_ratio_ch_1":0.94006,"diff_inten_density_ch_1":95.39264,"diff_inten_density_ch_3":121.14724,"diff_inten_density_ch_4":53.63804,"entropy_inten_ch_1":7.02137,"entropy_inten_ch_3":4.97074,"entropy_inten_ch_4":6.23221,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.83437,"eq_ellipse_oblate_vol_ch_1":272.00195,"eq_ellipse_prolate_vol_ch_1":148.28091,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.26226,"fiber_align_2_ch_4":1.34651,"fiber_length_ch_1":23.30468,"fiber_width_ch_1":8.70314,"inten_cooc_asm_ch_3":0.14917,"inten_cooc_asm_ch_4":0.01777,"inten_cooc_contrast_ch_3":1.71551,"inten_cooc_contrast_ch_4":6.37982,"inten_cooc_entropy_ch_3":4.52112,"inten_cooc_entropy_ch_4":6.65299,"inten_cooc_max_ch_3":0.38125,"inten_cooc_max_ch_4":0.1,"kurt_inten_ch_1":-0.34894,"kurt_inten_ch_3":0.26799,"kurt_inten_ch_4":-1.06895,"length_ch_1":23.63648,"neighbor_avg_dist_ch_1":304.42809,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":127.8104,"perim_ch_1":64.01565,"shape_bfr_ch_1":0.58327,"shape_lwr_ch_1":1.70815,"shape_p_2_a_ch_1":1.60783,"skew_inten_ch_1":-0.45626,"skew_inten_ch_3":1.15612,"skew_inten_ch_4":0.23314,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":38155,"total_inten_ch_2":47832,"total_inten_ch_3":38258,"total_inten_ch_4":16924,"var_inten_ch_1":89.53076,"var_inten_ch_3":265.68568,"var_inten_ch_4":70.08057,"width_ch_1":13.83748}
{"case":"Test","class":"PS","angle_ch_1":135.30535,"area_ch_1":298,"avg_inten_ch_1":114.89825,"avg_inten_ch_2":551.74737,"avg_inten_ch_3":42.48772,"avg_inten_ch_4":98.42456,"convex_hull_area_ratio_ch_1":1.19024,"convex_hull_perim_ratio_ch_1":0.91146,"diff_inten_density_ch_1":62.32184,"diff_inten_density_ch_3":36.54023,"diff_inten_density_ch_4":86.03448,"entropy_inten_ch_1":6.99689,"entropy_inten_ch_3":4.7314,"entropy_inten_ch_4":4.53514,"eq_circ_diam_ch_1":19.50279,"eq_ellipse_lwr_ch_1":1.46333,"eq_ellipse_oblate_vol_ch_1":476.05732,"eq_ellipse_prolate_vol_ch_1":325.32575,"eq_sphere_area_ch_1":1194.93197,"eq_sphere_vol_ch_1":3884.08375,"fiber_align_2_ch_3":1.74062,"fiber_align_2_ch_4":1.62529,"fiber_length_ch_1":31.2649,"fiber_width_ch_1":9.95721,"inten_cooc_asm_ch_3":0.13699,"inten_cooc_asm_ch_4":0.19707,"inten_cooc_contrast_ch_3":4.29737,"inten_cooc_contrast_ch_4":3.14722,"inten_cooc_entropy_ch_3":5.00675,"inten_cooc_entropy_ch_4":4.33626,"inten_cooc_max_ch_3":0.36502,"inten_cooc_max_ch_4":0.44106,"kurt_inten_ch_1":-0.34204,"kurt_inten_ch_3":3.78047,"kurt_inten_ch_4":1.34858,"length_ch_1":28.26809,"neighbor_avg_dist_ch_1":233.20075,"neighbor_min_dist_ch_1":14.90689,"neighbor_var_dist_ch_1":110.48605,"perim_ch_1":82.44422,"shape_bfr_ch_1":0.52036,"shape_lwr_ch_1":1.39192,"shape_p_2_a_ch_1":1.73745,"skew_inten_ch_1":0.19257,"skew_inten_ch_3":1.76672,"skew_inten_ch_4":1.55451,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":32746,"total_inten_ch_2":156964,"total_inten_ch_3":12109,"total_inten_ch_4":28051,"var_inten_ch_1":54.01943,"var_inten_ch_3":57.4079,"var_inten_ch_4":146.55592,"width_ch_1":20.30869}
{"case":"Test","class":"WS","angle_ch_1":43.35192,"area_ch_1":327,"avg_inten_ch_1":45.34295,"avg_inten_ch_2":225.94231,"avg_inten_ch_3":63.45192,"avg_inten_ch_4":238.08333,"convex_hull_area_ratio_ch_1":1.14572,"convex_hull_perim_ratio_ch_1":0.93319,"diff_inten_density_ch_1":54.45234,"diff_inten_density_ch_3":65.12478,"diff_inten_density_ch_4":162.75737,"entropy_inten_ch_1":6.37171,"entropy_inten_ch_3":5.34583,"entropy_inten_ch_4":6.28284,"eq_circ_diam_ch_1":20.4057,"eq_ellipse_lwr_ch_1":1.55744,"eq_ellipse_oblate_vol_ch_1":562.54751,"eq_ellipse_prolate_vol_ch_1":361.19995,"eq_sphere_area_ch_1":1308.13605,"eq_sphere_vol_ch_1":4448.90556,"fiber_align_2_ch_3":1.45321,"fiber_align_2_ch_4":1.34596,"fiber_length_ch_1":28.47406,"fiber_width_ch_1":11.93628,"inten_cooc_asm_ch_3":0.09351,"inten_cooc_asm_ch_4":0.05967,"inten_cooc_contrast_ch_3":6.45058,"inten_cooc_contrast_ch_4":6.47217,"inten_cooc_entropy_ch_3":5.62962,"inten_cooc_entropy_ch_4":6.04024,"inten_cooc_max_ch_3":0.3045,"inten_cooc_max_ch_4":0.23875,"kurt_inten_ch_1":1.61237,"kurt_inten_ch_3":2.26241,"kurt_inten_ch_4":-0.871,"length_ch_1":28.90409,"neighbor_avg_dist_ch_1":211.03006,"neighbor_min_dist_ch_1":31.80408,"neighbor_var_dist_ch_1":101.29959,"perim_ch_1":80.82068,"shape_bfr_ch_1":0.55612,"shape_lwr_ch_1":1.42068,"shape_p_2_a_ch_1":1.52938,"skew_inten_ch_1":1.13205,"skew_inten_ch_3":1.50148,"skew_inten_ch_4":0.53493,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":14147,"total_inten_ch_2":70183,"total_inten_ch_3":19797,"total_inten_ch_4":74282,"var_inten_ch_1":37.04019,"var_inten_ch_3":78.65042,"var_inten_ch_4":224.74243,"width_ch_1":20.34529}
{"case":"Train","class":"WS","angle_ch_1":32.5467,"area_ch_1":682,"avg_inten_ch_1":21.7573,"avg_inten_ch_2":84.51459,"avg_inten_ch_3":24.35023,"avg_inten_ch_4":131.90783,"convex_hull_area_ratio_ch_1":1.28361,"convex_hull_perim_ratio_ch_1":0.84591,"diff_inten_density_ch_1":36.42786,"diff_inten_density_ch_3":24.69154,"diff_inten_density_ch_4":74.59038,"entropy_inten_ch_1":5.63829,"entropy_inten_ch_3":5.42744,"entropy_inten_ch_4":7.26376,"eq_circ_diam_ch_1":29.47574,"eq_ellipse_lwr_ch_1":3.7278,"eq_ellipse_oblate_vol_ch_1":2623.1282,"eq_ellipse_prolate_vol_ch_1":703.66597,"eq_sphere_area_ch_1":2729.47619,"eq_sphere_vol_ch_1":13408.88848,"fiber_align_2_ch_3":1.58331,"fiber_align_2_ch_4":1.7483,"fiber_length_ch_1":68.7742,"fiber_width_ch_1":10.37148,"inten_cooc_asm_ch_3":0.02921,"inten_cooc_asm_ch_4":0.02096,"inten_cooc_contrast_ch_3":11.72752,"inten_cooc_contrast_ch_4":6.74346,"inten_cooc_entropy_ch_3":6.60618,"inten_cooc_entropy_ch_4":6.89808,"inten_cooc_max_ch_3":0.15651,"inten_cooc_max_ch_4":0.12356,"kurt_inten_ch_1":-0.10163,"kurt_inten_ch_3":3.14279,"kurt_inten_ch_4":-0.03342,"length_ch_1":58.3349,"neighbor_avg_dist_ch_1":254.44454,"neighbor_min_dist_ch_1":32.53718,"neighbor_var_dist_ch_1":137.9755,"perim_ch_1":158.29137,"shape_bfr_ch_1":0.55012,"shape_lwr_ch_1":2.74345,"shape_p_2_a_ch_1":2.79535,"skew_inten_ch_1":0.63569,"skew_inten_ch_3":1.85009,"skew_inten_ch_4":0.63871,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":14164,"total_inten_ch_2":54369,"total_inten_ch_3":15852,"total_inten_ch_4":85872,"var_inten_ch_1":16.61804,"var_inten_ch_3":32.08404,"var_inten_ch_4":108.72459,"width_ch_1":21.26336}
{"case":"Test","class":"WS","angle_ch_1":83.97623,"area_ch_1":316,"avg_inten_ch_1":39.9702,"avg_inten_ch_2":140.99669,"avg_inten_ch_3":47.61921,"avg_inten_ch_4":66.61258,"convex_hull_area_ratio_ch_1":1.0899,"convex_hull_perim_ratio_ch_1":0.9276,"diff_inten_density_ch_1":44.43841,"diff_inten_density_ch_3":50.61594,"diff_inten_density_ch_4":46.96014,"entropy_inten_ch_1":6.25226,"entropy_inten_ch_3":6.08166,"entropy_inten_ch_4":5.70713,"eq_circ_diam_ch_1":20.07602,"eq_ellipse_lwr_ch_1":2.84098,"eq_ellipse_oblate_vol_ch_1":723.54642,"eq_ellipse_prolate_vol_ch_1":254.68158,"eq_sphere_area_ch_1":1266.20862,"eq_sphere_vol_ch_1":4236.739,"fiber_align_2_ch_3":1.45473,"fiber_align_2_ch_4":1.20937,"fiber_length_ch_1":35.53625,"fiber_width_ch_1":9.2692,"inten_cooc_asm_ch_3":0.01888,"inten_cooc_asm_ch_4":0.06344,"inten_cooc_contrast_ch_3":15.74477,"inten_cooc_contrast_ch_4":5.46132,"inten_cooc_entropy_ch_3":6.93866,"inten_cooc_entropy_ch_4":5.87542,"inten_cooc_max_ch_3":0.11236,"inten_cooc_max_ch_4":0.2386,"kurt_inten_ch_1":2.99955,"kurt_inten_ch_3":3.02921,"kurt_inten_ch_4":-0.63062,"length_ch_1":36.17268,"neighbor_avg_dist_ch_1":238.36232,"neighbor_min_dist_ch_1":27.31865,"neighbor_var_dist_ch_1":120.64426,"perim_ch_1":89.61089,"shape_bfr_ch_1":0.65308,"shape_lwr_ch_1":2.69951,"shape_p_2_a_ch_1":1.93997,"skew_inten_ch_1":1.27397,"skew_inten_ch_3":1.41807,"skew_inten_ch_4":0.64557,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":12071,"total_inten_ch_2":42280,"total_inten_ch_3":14381,"total_inten_ch_4":20117,"var_inten_ch_1":28.21574,"var_inten_ch_3":47.37833,"var_inten_ch_4":65.18546,"width_ch_1":13.39971}
{"case":"Test","class":"WS","angle_ch_1":95.29136,"area_ch_1":297,"avg_inten_ch_1":54.10211,"avg_inten_ch_2":232.19366,"avg_inten_ch_3":83.09859,"avg_inten_ch_4":199.6162,"convex_hull_area_ratio_ch_1":1.03653,"convex_hull_perim_ratio_ch_1":0.95118,"diff_inten_density_ch_1":52.51331,"diff_inten_density_ch_3":63.81749,"diff_inten_density_ch_4":87.10646,"entropy_inten_ch_1":6.61575,"entropy_inten_ch_3":6.45097,"entropy_inten_ch_4":7.17614,"eq_circ_diam_ch_1":19.46854,"eq_ellipse_lwr_ch_1":1.72695,"eq_ellipse_oblate_vol_ch_1":514.4447,"eq_ellipse_prolate_vol_ch_1":297.8924,"eq_sphere_area_ch_1":1190.73923,"eq_sphere_vol_ch_1":3863.65915,"fiber_align_2_ch_3":1.55073,"fiber_align_2_ch_4":1.44979,"fiber_length_ch_1":23.1916,"fiber_width_ch_1":13.29915,"inten_cooc_asm_ch_3":0.02343,"inten_cooc_asm_ch_4":0.01296,"inten_cooc_contrast_ch_3":10.90265,"inten_cooc_contrast_ch_4":5.96565,"inten_cooc_entropy_ch_3":6.75315,"inten_cooc_entropy_ch_4":6.81363,"inten_cooc_max_ch_3":0.13483,"inten_cooc_max_ch_4":0.06367,"kurt_inten_ch_1":0.53307,"kurt_inten_ch_3":0.54428,"kurt_inten_ch_4":-0.91546,"length_ch_1":26.05266,"neighbor_avg_dist_ch_1":243.39119,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":114.03393,"perim_ch_1":72.98152,"shape_bfr_ch_1":0.70377,"shape_lwr_ch_1":1.60464,"shape_p_2_a_ch_1":1.37423,"skew_inten_ch_1":0.82042,"skew_inten_ch_3":0.94799,"skew_inten_ch_4":0.0775,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":15365,"total_inten_ch_2":65660,"total_inten_ch_3":23600,"total_inten_ch_4":56691,"var_inten_ch_1":37.95559,"var_inten_ch_3":74.19244,"var_inten_ch_4":129.26873,"width_ch_1":16.23586}
{"case":"Test","class":"WS","angle_ch_1":36.2566,"area_ch_1":278,"avg_inten_ch_1":347.15414,"avg_inten_ch_2":245.89098,"avg_inten_ch_3":10.78195,"avg_inten_ch_4":71.33835,"convex_hull_area_ratio_ch_1":1.02883,"convex_hull_perim_ratio_ch_1":0.97268,"diff_inten_density_ch_1":121.76268,"diff_inten_density_ch_3":12.80933,"diff_inten_density_ch_4":44.77282,"entropy_inten_ch_1":7.67451,"entropy_inten_ch_3":3.73105,"entropy_inten_ch_4":5.85143,"eq_circ_diam_ch_1":18.84148,"eq_ellipse_lwr_ch_1":1.423,"eq_ellipse_oblate_vol_ch_1":423.29855,"eq_ellipse_prolate_vol_ch_1":297.46867,"eq_sphere_area_ch_1":1115.26984,"eq_sphere_vol_ch_1":3502.22264,"fiber_align_2_ch_3":1.81861,"fiber_align_2_ch_4":1.54406,"fiber_length_ch_1":16.51582,"fiber_width_ch_1":16.51582,"inten_cooc_asm_ch_3":0.16407,"inten_cooc_asm_ch_4":0.04921,"inten_cooc_contrast_ch_3":5.28664,"inten_cooc_contrast_ch_4":5.0903,"inten_cooc_entropy_ch_3":4.61866,"inten_cooc_entropy_ch_4":6.02695,"inten_cooc_max_ch_3":0.39592,"inten_cooc_max_ch_4":0.21633,"kurt_inten_ch_1":-0.96178,"kurt_inten_ch_3":0.72472,"kurt_inten_ch_4":-0.63878,"length_ch_1":23.99741,"neighbor_avg_dist_ch_1":274.62285,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":126.56177,"perim_ch_1":66.06327,"shape_bfr_ch_1":0.67442,"shape_lwr_ch_1":1.39297,"shape_p_2_a_ch_1":1.19401,"skew_inten_ch_1":0.05078,"skew_inten_ch_3":1.27075,"skew_inten_ch_4":0.65104,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":92343,"total_inten_ch_2":65142,"total_inten_ch_3":2868,"total_inten_ch_4":18976,"var_inten_ch_1":186.79934,"var_inten_ch_3":14.50685,"var_inten_ch_4":67.22573,"width_ch_1":17.22751}
{"case":"Test","class":"PS","angle_ch_1":63.37112,"area_ch_1":275,"avg_inten_ch_1":38.32319,"avg_inten_ch_2":176.1597,"avg_inten_ch_3":10.82129,"avg_inten_ch_4":30.19011,"convex_hull_area_ratio_ch_1":1.05369,"convex_hull_perim_ratio_ch_1":0.94649,"diff_inten_density_ch_1":45.24793,"diff_inten_density_ch_3":17.84298,"diff_inten_density_ch_4":37.68595,"entropy_inten_ch_1":6.19196,"entropy_inten_ch_3":3.59154,"entropy_inten_ch_4":3.42855,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.9403,"eq_ellipse_oblate_vol_ch_1":485.94724,"eq_ellipse_prolate_vol_ch_1":250.45011,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1.84869,"fiber_align_2_ch_4":1.7731,"fiber_length_ch_1":23.15221,"fiber_width_ch_1":12.43894,"inten_cooc_asm_ch_3":0.17976,"inten_cooc_asm_ch_4":0.2877,"inten_cooc_contrast_ch_3":6.075,"inten_cooc_contrast_ch_4":3.04152,"inten_cooc_entropy_ch_3":4.43949,"inten_cooc_entropy_ch_4":3.62184,"inten_cooc_max_ch_3":0.44538,"inten_cooc_max_ch_4":0.53252,"kurt_inten_ch_1":-0.49547,"kurt_inten_ch_3":3.26235,"kurt_inten_ch_4":3.55396,"length_ch_1":26.10013,"neighbor_avg_dist_ch_1":252.71699,"neighbor_min_dist_ch_1":22.4539,"neighbor_var_dist_ch_1":131.16591,"perim_ch_1":71.18231,"shape_bfr_ch_1":0.74355,"shape_lwr_ch_1":1.8374,"shape_p_2_a_ch_1":1.40009,"skew_inten_ch_1":0.43847,"skew_inten_ch_3":1.93097,"skew_inten_ch_4":2.03627,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":10079,"total_inten_ch_2":46068,"total_inten_ch_3":2846,"total_inten_ch_4":7940,"var_inten_ch_1":23.73407,"var_inten_ch_3":17.66014,"var_inten_ch_4":53.40884,"width_ch_1":14.20492}
{"case":"Test","class":"PS","angle_ch_1":58.63374,"area_ch_1":972,"avg_inten_ch_1":64.90194,"avg_inten_ch_2":218.59591,"avg_inten_ch_3":151.63147,"avg_inten_ch_4":151.78448,"convex_hull_area_ratio_ch_1":1.16146,"convex_hull_perim_ratio_ch_1":0.77248,"diff_inten_density_ch_1":58.99318,"diff_inten_density_ch_3":121.85795,"diff_inten_density_ch_4":113.37386,"entropy_inten_ch_1":6.39872,"entropy_inten_ch_3":6.76463,"entropy_inten_ch_4":6.79511,"eq_circ_diam_ch_1":35.19235,"eq_ellipse_lwr_ch_1":1.24552,"eq_ellipse_oblate_vol_ch_1":2580.58693,"eq_ellipse_prolate_vol_ch_1":2071.89878,"eq_sphere_area_ch_1":3890.86621,"eq_sphere_vol_ch_1":22821.45134,"fiber_align_2_ch_3":1.30987,"fiber_align_2_ch_4":1.3218,"fiber_length_ch_1":67.97169,"fiber_width_ch_1":14.68457,"inten_cooc_asm_ch_3":0.07298,"inten_cooc_asm_ch_4":0.05097,"inten_cooc_contrast_ch_3":5.8461,"inten_cooc_contrast_ch_4":6.9077,"inten_cooc_entropy_ch_3":6.00379,"inten_cooc_entropy_ch_4":6.31835,"inten_cooc_max_ch_3":0.26126,"inten_cooc_max_ch_4":0.21847,"kurt_inten_ch_1":6.77969,"kurt_inten_ch_3":5.43541,"kurt_inten_ch_4":0.10614,"length_ch_1":43.87712,"neighbor_avg_dist_ch_1":161.88833,"neighbor_min_dist_ch_1":38.6344,"neighbor_var_dist_ch_1":77.59405,"perim_ch_1":165.31251,"shape_bfr_ch_1":0.55311,"shape_lwr_ch_1":1.09471,"shape_p_2_a_ch_1":2.17876,"skew_inten_ch_1":2.16408,"skew_inten_ch_3":2.05403,"skew_inten_ch_4":0.89467,"spot_fiber_count_ch_3":8,"spot_fiber_count_ch_4":16,"total_inten_ch_1":60229,"total_inten_ch_2":201930,"total_inten_ch_3":140714,"total_inten_ch_4":140856,"var_inten_ch_1":76.87365,"var_inten_ch_3":190.78817,"var_inten_ch_4":156.20368,"width_ch_1":40.08102}
{"case":"Train","class":"PS","angle_ch_1":28.25395,"area_ch_1":1082,"avg_inten_ch_1":23.5605,"avg_inten_ch_2":39.53437,"avg_inten_ch_3":12.29429,"avg_inten_ch_4":11.0726,"convex_hull_area_ratio_ch_1":1.12332,"convex_hull_perim_ratio_ch_1":0.84139,"diff_inten_density_ch_1":38.86721,"diff_inten_density_ch_3":17.68626,"diff_inten_density_ch_4":17.64977,"entropy_inten_ch_1":5.65598,"entropy_inten_ch_3":4.59455,"entropy_inten_ch_4":4.6498,"eq_circ_diam_ch_1":37.12995,"eq_ellipse_lwr_ch_1":1.18105,"eq_ellipse_oblate_vol_ch_1":2951.24667,"eq_ellipse_prolate_vol_ch_1":2498.84061,"eq_sphere_area_ch_1":4331.10431,"eq_sphere_vol_ch_1":26802.28236,"fiber_align_2_ch_3":1.55157,"fiber_align_2_ch_4":1,"fiber_length_ch_1":57.85147,"fiber_width_ch_1":19.21021,"inten_cooc_asm_ch_3":0.03694,"inten_cooc_asm_ch_4":0.01422,"inten_cooc_contrast_ch_3":17.4486,"inten_cooc_contrast_ch_4":30.05814,"inten_cooc_entropy_ch_3":6.62431,"inten_cooc_entropy_ch_4":7.33238,"inten_cooc_max_ch_3":0.17611,"inten_cooc_max_ch_4":0.09413,"kurt_inten_ch_1":0.11392,"kurt_inten_ch_3":0.28159,"kurt_inten_ch_4":0.1852,"length_ch_1":47.15275,"neighbor_avg_dist_ch_1":212.80094,"neighbor_min_dist_ch_1":42.38621,"neighbor_var_dist_ch_1":97.86526,"perim_ch_1":154.12337,"shape_bfr_ch_1":0.61101,"shape_lwr_ch_1":1.25465,"shape_p_2_a_ch_1":1.7009,"skew_inten_ch_1":0.74264,"skew_inten_ch_3":1.02899,"skew_inten_ch_4":0.82032,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":25,"total_inten_ch_1":24338,"total_inten_ch_2":39807,"total_inten_ch_3":12700,"total_inten_ch_4":11438,"var_inten_ch_1":19.84905,"var_inten_ch_3":13.51427,"var_inten_ch_4":10.22352,"width_ch_1":37.58231}
{"case":"Train","class":"WS","angle_ch_1":118.68715,"area_ch_1":243,"avg_inten_ch_1":687.90948,"avg_inten_ch_2":414.46552,"avg_inten_ch_3":100.07328,"avg_inten_ch_4":151.73276,"convex_hull_area_ratio_ch_1":1.02697,"convex_hull_perim_ratio_ch_1":0.96958,"diff_inten_density_ch_1":192.4359,"diff_inten_density_ch_3":111.0979,"diff_inten_density_ch_4":84.5711,"entropy_inten_ch_1":7.55512,"entropy_inten_ch_3":3.14107,"entropy_inten_ch_4":6.70046,"eq_circ_diam_ch_1":17.59617,"eq_ellipse_lwr_ch_1":1.23593,"eq_ellipse_oblate_vol_ch_1":321.32905,"eq_ellipse_prolate_vol_ch_1":259.99025,"eq_sphere_area_ch_1":972.71655,"eq_sphere_vol_ch_1":2852.68142,"fiber_align_2_ch_3":1.69362,"fiber_align_2_ch_4":1.29261,"fiber_length_ch_1":15.21786,"fiber_width_ch_1":15.21786,"inten_cooc_asm_ch_3":0.39532,"inten_cooc_asm_ch_4":0.01981,"inten_cooc_contrast_ch_3":1.70097,"inten_cooc_contrast_ch_4":6.91784,"inten_cooc_entropy_ch_3":2.87154,"inten_cooc_entropy_ch_4":6.71323,"inten_cooc_max_ch_3":0.6338,"inten_cooc_max_ch_4":0.12207,"kurt_inten_ch_1":-0.61691,"kurt_inten_ch_3":5.62448,"kurt_inten_ch_4":-0.94887,"length_ch_1":20.99632,"neighbor_avg_dist_ch_1":246.41879,"neighbor_min_dist_ch_1":25.83978,"neighbor_var_dist_ch_1":115.45403,"perim_ch_1":60.87146,"shape_bfr_ch_1":0.66549,"shape_lwr_ch_1":1.20642,"shape_p_2_a_ch_1":1.16724,"skew_inten_ch_1":-0.40733,"skew_inten_ch_3":2.3154,"skew_inten_ch_4":0.29889,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":159595,"total_inten_ch_2":95925,"total_inten_ch_3":23217,"total_inten_ch_4":35202,"var_inten_ch_1":282.64106,"var_inten_ch_3":191.1506,"var_inten_ch_4":117.18625,"width_ch_1":17.40376}
{"case":"Test","class":"PS","angle_ch_1":117.59785,"area_ch_1":185,"avg_inten_ch_1":38.9548,"avg_inten_ch_2":135.77401,"avg_inten_ch_3":79.24859,"avg_inten_ch_4":172.0452,"convex_hull_area_ratio_ch_1":1.24703,"convex_hull_perim_ratio_ch_1":0.8035,"diff_inten_density_ch_1":45.32903,"diff_inten_density_ch_3":73.30323,"diff_inten_density_ch_4":125.15484,"entropy_inten_ch_1":6.12432,"entropy_inten_ch_3":6.33627,"entropy_inten_ch_4":4.4545,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.20612,"eq_ellipse_oblate_vol_ch_1":211.53264,"eq_ellipse_prolate_vol_ch_1":175.3822,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.41237,"fiber_align_2_ch_4":1.4171,"fiber_length_ch_1":30.00341,"fiber_width_ch_1":6.61155,"inten_cooc_asm_ch_3":0.01259,"inten_cooc_asm_ch_4":0.18413,"inten_cooc_contrast_ch_3":20.04341,"inten_cooc_contrast_ch_4":3.69535,"inten_cooc_entropy_ch_3":7.01625,"inten_cooc_entropy_ch_4":4.51836,"inten_cooc_max_ch_3":0.08333,"inten_cooc_max_ch_4":0.42308,"kurt_inten_ch_1":2.49232,"kurt_inten_ch_3":0.63543,"kurt_inten_ch_4":-0.86413,"length_ch_1":19.26007,"neighbor_avg_dist_ch_1":204.60643,"neighbor_min_dist_ch_1":40.56664,"neighbor_var_dist_ch_1":80.72088,"perim_ch_1":73.22993,"shape_bfr_ch_1":0.55087,"shape_lwr_ch_1":1.10141,"shape_p_2_a_ch_1":2.15125,"skew_inten_ch_1":1.13337,"skew_inten_ch_3":0.89425,"skew_inten_ch_4":0.78303,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":6895,"total_inten_ch_2":23856,"total_inten_ch_3":14027,"total_inten_ch_4":30452,"var_inten_ch_1":27.68075,"var_inten_ch_3":63.66167,"var_inten_ch_4":208.99752,"width_ch_1":17.48669}
{"case":"Train","class":"WS","angle_ch_1":9.32705,"area_ch_1":196,"avg_inten_ch_1":714.68449,"avg_inten_ch_2":357.90909,"avg_inten_ch_3":146.12834,"avg_inten_ch_4":208.89305,"convex_hull_area_ratio_ch_1":1.01558,"convex_hull_perim_ratio_ch_1":0.98507,"diff_inten_density_ch_1":237.02326,"diff_inten_density_ch_3":104.63953,"diff_inten_density_ch_4":114.49419,"entropy_inten_ch_1":7.43994,"entropy_inten_ch_3":3.37213,"entropy_inten_ch_4":6.30935,"eq_circ_diam_ch_1":15.79774,"eq_ellipse_lwr_ch_1":1.55989,"eq_ellipse_oblate_vol_ch_1":261.23463,"eq_ellipse_prolate_vol_ch_1":167.47006,"eq_sphere_area_ch_1":784.04308,"eq_sphere_vol_ch_1":2064.35178,"fiber_align_2_ch_3":1.32072,"fiber_align_2_ch_4":1.38486,"fiber_length_ch_1":13.70788,"fiber_width_ch_1":13.70788,"inten_cooc_asm_ch_3":0.35044,"inten_cooc_asm_ch_4":0.03667,"inten_cooc_contrast_ch_3":0.77349,"inten_cooc_contrast_ch_4":4.82725,"inten_cooc_entropy_ch_3":3.09807,"inten_cooc_entropy_ch_4":6.17153,"inten_cooc_max_ch_3":0.58857,"inten_cooc_max_ch_4":0.17143,"kurt_inten_ch_1":-0.60074,"kurt_inten_ch_3":3.32356,"kurt_inten_ch_4":-1.01645,"length_ch_1":19.51236,"neighbor_avg_dist_ch_1":192.87026,"neighbor_min_dist_ch_1":29.97158,"neighbor_var_dist_ch_1":80.97523,"perim_ch_1":54.8315,"shape_bfr_ch_1":0.75616,"shape_lwr_ch_1":1.46877,"shape_p_2_a_ch_1":1.18571,"skew_inten_ch_1":-0.20127,"skew_inten_ch_3":2.01401,"skew_inten_ch_4":0.34809,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":133646,"total_inten_ch_2":66743,"total_inten_ch_3":27326,"total_inten_ch_4":39063,"var_inten_ch_1":280.74919,"var_inten_ch_3":271.6531,"var_inten_ch_4":178.39504,"width_ch_1":13.28479}
{"case":"Train","class":"WS","angle_ch_1":35.0129,"area_ch_1":229,"avg_inten_ch_1":76.34703,"avg_inten_ch_2":208.21005,"avg_inten_ch_3":24.21918,"avg_inten_ch_4":87.81279,"convex_hull_area_ratio_ch_1":1.03441,"convex_hull_perim_ratio_ch_1":0.97117,"diff_inten_density_ch_1":52.25248,"diff_inten_density_ch_3":21.44059,"diff_inten_density_ch_4":69.64851,"entropy_inten_ch_1":6.72822,"entropy_inten_ch_3":3.87196,"entropy_inten_ch_4":5.02171,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":1.20651,"eq_ellipse_oblate_vol_ch_1":291.1745,"eq_ellipse_prolate_vol_ch_1":241.33599,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.36137,"fiber_align_2_ch_4":1.71726,"fiber_length_ch_1":15.34961,"fiber_width_ch_1":15.34961,"inten_cooc_asm_ch_3":0.21378,"inten_cooc_asm_ch_4":0.13534,"inten_cooc_contrast_ch_3":2.77424,"inten_cooc_contrast_ch_4":4.66191,"inten_cooc_entropy_ch_3":4.16933,"inten_cooc_entropy_ch_4":5.00224,"inten_cooc_max_ch_3":0.45813,"inten_cooc_max_ch_4":0.37313,"kurt_inten_ch_1":-0.46682,"kurt_inten_ch_3":1.74388,"kurt_inten_ch_4":1.51055,"length_ch_1":21.64028,"neighbor_avg_dist_ch_1":234.06192,"neighbor_min_dist_ch_1":23.98862,"neighbor_var_dist_ch_1":122.67462,"perim_ch_1":61.39843,"shape_bfr_ch_1":0.59934,"shape_lwr_ch_1":1.2227,"shape_p_2_a_ch_1":1.27057,"skew_inten_ch_1":0.51911,"skew_inten_ch_3":1.61818,"skew_inten_ch_4":1.36832,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":16720,"total_inten_ch_2":45380,"total_inten_ch_3":5304,"total_inten_ch_4":19231,"var_inten_ch_1":44.81345,"var_inten_ch_3":37.03025,"var_inten_ch_4":107.43318,"width_ch_1":17.69877}
{"case":"Train","class":"WS","angle_ch_1":66.36596,"area_ch_1":302,"avg_inten_ch_1":113.68512,"avg_inten_ch_2":498.23875,"avg_inten_ch_3":204.17993,"avg_inten_ch_4":321.609,"convex_hull_area_ratio_ch_1":1.15025,"convex_hull_perim_ratio_ch_1":0.93107,"diff_inten_density_ch_1":78.53383,"diff_inten_density_ch_3":135.46992,"diff_inten_density_ch_4":250.21805,"entropy_inten_ch_1":7.29746,"entropy_inten_ch_3":7.4918,"entropy_inten_ch_4":6.44832,"eq_circ_diam_ch_1":19.63917,"eq_ellipse_lwr_ch_1":1.45903,"eq_ellipse_oblate_vol_ch_1":485.40059,"eq_ellipse_prolate_vol_ch_1":332.68738,"eq_sphere_area_ch_1":1211.70295,"eq_sphere_vol_ch_1":3966.14018,"fiber_align_2_ch_3":1.63996,"fiber_align_2_ch_4":1.49517,"fiber_length_ch_1":30.50784,"fiber_width_ch_1":10.2902,"inten_cooc_asm_ch_3":0.00778,"inten_cooc_asm_ch_4":0.03703,"inten_cooc_contrast_ch_3":12.19238,"inten_cooc_contrast_ch_4":10.30695,"inten_cooc_entropy_ch_3":7.33625,"inten_cooc_entropy_ch_4":6.46658,"inten_cooc_max_ch_3":0.03346,"inten_cooc_max_ch_4":0.18216,"kurt_inten_ch_1":2.40886,"kurt_inten_ch_3":4.46539,"kurt_inten_ch_4":-0.70308,"length_ch_1":29.31163,"neighbor_avg_dist_ch_1":175.5873,"neighbor_min_dist_ch_1":27.47169,"neighbor_var_dist_ch_1":76.59485,"perim_ch_1":81.59607,"shape_bfr_ch_1":0.50225,"shape_lwr_ch_1":1.4245,"shape_p_2_a_ch_1":1.68768,"skew_inten_ch_1":1.00101,"skew_inten_ch_3":1.49486,"skew_inten_ch_4":0.51459,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":32855,"total_inten_ch_2":143703,"total_inten_ch_3":59008,"total_inten_ch_4":92945,"var_inten_ch_1":69.988,"var_inten_ch_3":151.41291,"var_inten_ch_4":294.88478,"width_ch_1":20.57682}
{"case":"Train","class":"PS","angle_ch_1":161.57441,"area_ch_1":206,"avg_inten_ch_1":140.32487,"avg_inten_ch_2":447.58376,"avg_inten_ch_3":259.99492,"avg_inten_ch_4":374.35533,"convex_hull_area_ratio_ch_1":1.42924,"convex_hull_perim_ratio_ch_1":0.76051,"diff_inten_density_ch_1":121.66469,"diff_inten_density_ch_3":256.15727,"diff_inten_density_ch_4":252.97626,"entropy_inten_ch_1":7.07114,"entropy_inten_ch_3":6.6773,"entropy_inten_ch_4":7.25637,"eq_circ_diam_ch_1":16.21464,"eq_ellipse_lwr_ch_1":2.52183,"eq_ellipse_oblate_vol_ch_1":359.15253,"eq_ellipse_prolate_vol_ch_1":142.41733,"eq_sphere_area_ch_1":825.97052,"eq_sphere_vol_ch_1":2232.13591,"fiber_align_2_ch_3":1.07074,"fiber_align_2_ch_4":1.6212,"fiber_length_ch_1":42.70292,"fiber_width_ch_1":5.24671,"inten_cooc_asm_ch_3":0.01447,"inten_cooc_asm_ch_4":0.00856,"inten_cooc_contrast_ch_3":16.54706,"inten_cooc_contrast_ch_4":11.32407,"inten_cooc_entropy_ch_3":6.95377,"inten_cooc_entropy_ch_4":7.13138,"inten_cooc_max_ch_3":0.09697,"inten_cooc_max_ch_4":0.02907,"kurt_inten_ch_1":1.1229,"kurt_inten_ch_3":0.89198,"kurt_inten_ch_4":0.47872,"length_ch_1":30.75665,"neighbor_avg_dist_ch_1":170.01028,"neighbor_min_dist_ch_1":33.0803,"neighbor_var_dist_ch_1":70.1813,"perim_ch_1":95.89926,"shape_bfr_ch_1":0.48225,"shape_lwr_ch_1":2.20927,"shape_p_2_a_ch_1":3.26643,"skew_inten_ch_1":1.11283,"skew_inten_ch_3":1.10195,"skew_inten_ch_4":1.11547,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":27644,"total_inten_ch_2":87978,"total_inten_ch_3":51219,"total_inten_ch_4":73748,"var_inten_ch_1":108.41599,"var_inten_ch_3":243.95095,"var_inten_ch_4":329.39567,"width_ch_1":13.9216}
{"case":"Test","class":"PS","angle_ch_1":22.65147,"area_ch_1":354,"avg_inten_ch_1":44.42899,"avg_inten_ch_2":3.85503,"avg_inten_ch_3":106.69231,"avg_inten_ch_4":37.82249,"convex_hull_area_ratio_ch_1":2.06271,"convex_hull_perim_ratio_ch_1":0.72566,"diff_inten_density_ch_1":53.68503,"diff_inten_density_ch_3":101.75731,"diff_inten_density_ch_4":31.14802,"entropy_inten_ch_1":6.4777,"entropy_inten_ch_3":7.18486,"entropy_inten_ch_4":4.54256,"eq_circ_diam_ch_1":21.23893,"eq_ellipse_lwr_ch_1":2.00698,"eq_ellipse_oblate_vol_ch_1":720.0585,"eq_ellipse_prolate_vol_ch_1":358.77768,"eq_sphere_area_ch_1":1417.14739,"eq_sphere_vol_ch_1":5016.44836,"fiber_align_2_ch_3":1.03466,"fiber_align_2_ch_4":1.33224,"fiber_length_ch_1":72.93926,"fiber_width_ch_1":5.27044,"inten_cooc_asm_ch_3":0.00662,"inten_cooc_asm_ch_4":0.15344,"inten_cooc_contrast_ch_3":26.63856,"inten_cooc_contrast_ch_4":3.33678,"inten_cooc_entropy_ch_3":7.68534,"inten_cooc_entropy_ch_4":4.80471,"inten_cooc_max_ch_3":0.04196,"inten_cooc_max_ch_4":0.38811,"kurt_inten_ch_1":2.78246,"kurt_inten_ch_3":5.70095,"kurt_inten_ch_4":-0.25824,"length_ch_1":43.46987,"neighbor_avg_dist_ch_1":176.70256,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":91.95029,"perim_ch_1":156.41941,"shape_bfr_ch_1":0.30999,"shape_lwr_ch_1":1.65336,"shape_p_2_a_ch_1":5.06478,"skew_inten_ch_1":1.48827,"skew_inten_ch_3":2.02078,"skew_inten_ch_4":1.00024,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":15017,"total_inten_ch_2":966,"total_inten_ch_3":36062,"total_inten_ch_4":12784,"var_inten_ch_1":34.60003,"var_inten_ch_3":82.73409,"var_inten_ch_4":47.59473,"width_ch_1":26.29186}
{"case":"Test","class":"WS","angle_ch_1":160.80378,"area_ch_1":307,"avg_inten_ch_1":37.94881,"avg_inten_ch_2":175.75768,"avg_inten_ch_3":23.5529,"avg_inten_ch_4":172.56314,"convex_hull_area_ratio_ch_1":1.0684,"convex_hull_perim_ratio_ch_1":0.94108,"diff_inten_density_ch_1":41.12569,"diff_inten_density_ch_3":20.58595,"diff_inten_density_ch_4":102.97043,"entropy_inten_ch_1":6.14527,"entropy_inten_ch_3":4.83698,"entropy_inten_ch_4":6.22098,"eq_circ_diam_ch_1":19.77461,"eq_ellipse_lwr_ch_1":1.52425,"eq_ellipse_oblate_vol_ch_1":506.46651,"eq_ellipse_prolate_vol_ch_1":332.27314,"eq_sphere_area_ch_1":1228.47392,"eq_sphere_vol_ch_1":4048.76646,"fiber_align_2_ch_3":1.20151,"fiber_align_2_ch_4":1.58549,"fiber_length_ch_1":22.89771,"fiber_width_ch_1":14.05351,"inten_cooc_asm_ch_3":0.08059,"inten_cooc_asm_ch_4":0.05932,"inten_cooc_contrast_ch_3":6.33373,"inten_cooc_contrast_ch_4":6.47257,"inten_cooc_entropy_ch_3":5.64577,"inten_cooc_entropy_ch_4":6.09724,"inten_cooc_max_ch_3":0.27239,"inten_cooc_max_ch_4":0.24176,"kurt_inten_ch_1":-0.27664,"kurt_inten_ch_3":0.49379,"kurt_inten_ch_4":-0.65918,"length_ch_1":26.86516,"neighbor_avg_dist_ch_1":199.11311,"neighbor_min_dist_ch_1":31.7876,"neighbor_var_dist_ch_1":99.40041,"perim_ch_1":73.90243,"shape_bfr_ch_1":0.63239,"shape_lwr_ch_1":1.48614,"shape_p_2_a_ch_1":1.3506,"skew_inten_ch_1":0.49167,"skew_inten_ch_3":1.14941,"skew_inten_ch_4":0.4414,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11119,"total_inten_ch_2":51205,"total_inten_ch_3":6901,"total_inten_ch_4":50561,"var_inten_ch_1":24.17317,"var_inten_ch_3":27.6808,"var_inten_ch_4":148.00159,"width_ch_1":18.07717}
{"case":"Test","class":"PS","angle_ch_1":55.90261,"area_ch_1":170,"avg_inten_ch_1":248.15337,"avg_inten_ch_2":335.01227,"avg_inten_ch_3":85.50307,"avg_inten_ch_4":147.50307,"convex_hull_area_ratio_ch_1":1.03779,"convex_hull_perim_ratio_ch_1":0.96612,"diff_inten_density_ch_1":115.43537,"diff_inten_density_ch_3":65.02041,"diff_inten_density_ch_4":94.06803,"entropy_inten_ch_1":7.02345,"entropy_inten_ch_3":4.68345,"entropy_inten_ch_4":5.14581,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":1.93353,"eq_ellipse_oblate_vol_ch_1":236.68945,"eq_ellipse_prolate_vol_ch_1":122.41285,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.02047,"fiber_align_2_ch_4":1.19773,"fiber_length_ch_1":16.31146,"fiber_width_ch_1":11.05284,"inten_cooc_asm_ch_3":0.11742,"inten_cooc_asm_ch_4":0.11189,"inten_cooc_contrast_ch_3":2.59669,"inten_cooc_contrast_ch_4":2.76313,"inten_cooc_entropy_ch_3":4.90092,"inten_cooc_entropy_ch_4":5.05847,"inten_cooc_max_ch_3":0.33557,"inten_cooc_max_ch_4":0.32414,"kurt_inten_ch_1":-0.92725,"kurt_inten_ch_3":0.19493,"kurt_inten_ch_4":-0.78336,"length_ch_1":21.30002,"neighbor_avg_dist_ch_1":273.25011,"neighbor_min_dist_ch_1":27.02935,"neighbor_var_dist_ch_1":117.40863,"perim_ch_1":54.7286,"shape_bfr_ch_1":0.65772,"shape_lwr_ch_1":1.74654,"shape_p_2_a_ch_1":1.32205,"skew_inten_ch_1":0.02414,"skew_inten_ch_3":1.18073,"skew_inten_ch_4":0.72597,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":40449,"total_inten_ch_2":54445,"total_inten_ch_3":13937,"total_inten_ch_4":24043,"var_inten_ch_1":120.72046,"var_inten_ch_3":112.63037,"var_inten_ch_4":158.01457,"width_ch_1":12.19557}
{"case":"Test","class":"PS","angle_ch_1":31.07454,"area_ch_1":204,"avg_inten_ch_1":26.53333,"avg_inten_ch_2":3.48718,"avg_inten_ch_3":57.32308,"avg_inten_ch_4":44.39487,"convex_hull_area_ratio_ch_1":1.35129,"convex_hull_perim_ratio_ch_1":0.82003,"diff_inten_density_ch_1":40.16168,"diff_inten_density_ch_3":48.33533,"diff_inten_density_ch_4":41,"entropy_inten_ch_1":5.67619,"entropy_inten_ch_3":6.44537,"entropy_inten_ch_4":4.89504,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":2.70849,"eq_ellipse_oblate_vol_ch_1":366.55307,"eq_ellipse_prolate_vol_ch_1":135.33498,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.72346,"fiber_align_2_ch_4":1.38659,"fiber_length_ch_1":39.06122,"fiber_width_ch_1":5.72915,"inten_cooc_asm_ch_3":0.00706,"inten_cooc_asm_ch_4":0.08777,"inten_cooc_contrast_ch_3":18.47719,"inten_cooc_contrast_ch_4":6.81758,"inten_cooc_entropy_ch_3":7.3615,"inten_cooc_entropy_ch_4":5.50629,"inten_cooc_max_ch_3":0.01829,"inten_cooc_max_ch_4":0.29268,"kurt_inten_ch_1":-0.31109,"kurt_inten_ch_3":0.46201,"kurt_inten_ch_4":0.81944,"length_ch_1":31.42265,"neighbor_avg_dist_ch_1":146.07804,"neighbor_min_dist_ch_1":23.00726,"neighbor_var_dist_ch_1":68.16927,"perim_ch_1":89.58075,"shape_bfr_ch_1":0.48054,"shape_lwr_ch_1":2.32134,"shape_p_2_a_ch_1":2.85352,"skew_inten_ch_1":0.66914,"skew_inten_ch_3":0.8307,"skew_inten_ch_4":1.27361,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5174,"total_inten_ch_2":486,"total_inten_ch_3":11178,"total_inten_ch_4":8657,"var_inten_ch_1":19.06541,"var_inten_ch_3":38.28534,"var_inten_ch_4":53.64406,"width_ch_1":13.53641}
{"case":"Train","class":"WS","angle_ch_1":47.61106,"area_ch_1":243,"avg_inten_ch_1":188.40086,"avg_inten_ch_2":388.12069,"avg_inten_ch_3":15.09914,"avg_inten_ch_4":88.04741,"convex_hull_area_ratio_ch_1":1.07803,"convex_hull_perim_ratio_ch_1":0.95894,"diff_inten_density_ch_1":83.86052,"diff_inten_density_ch_3":16.80615,"diff_inten_density_ch_4":52.64539,"entropy_inten_ch_1":7.15911,"entropy_inten_ch_3":3.22596,"entropy_inten_ch_4":5.47675,"eq_circ_diam_ch_1":17.59617,"eq_ellipse_lwr_ch_1":2.10828,"eq_ellipse_oblate_vol_ch_1":419.67959,"eq_ellipse_prolate_vol_ch_1":199.06239,"eq_sphere_area_ch_1":972.71655,"eq_sphere_vol_ch_1":2852.68142,"fiber_align_2_ch_3":1.40676,"fiber_align_2_ch_4":1.07698,"fiber_length_ch_1":24.77877,"fiber_width_ch_1":10.30048,"inten_cooc_asm_ch_3":0.32679,"inten_cooc_asm_ch_4":0.08788,"inten_cooc_contrast_ch_3":2.21546,"inten_cooc_contrast_ch_4":3.69976,"inten_cooc_entropy_ch_3":3.37358,"inten_cooc_entropy_ch_4":5.42795,"inten_cooc_max_ch_3":0.57075,"inten_cooc_max_ch_4":0.28774,"kurt_inten_ch_1":-0.77355,"kurt_inten_ch_3":1.49462,"kurt_inten_ch_4":-0.60547,"length_ch_1":28.30339,"neighbor_avg_dist_ch_1":179.16614,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":84.0406,"perim_ch_1":70.15851,"shape_bfr_ch_1":0.61496,"shape_lwr_ch_1":2.0258,"shape_p_2_a_ch_1":1.53466,"skew_inten_ch_1":-0.10271,"skew_inten_ch_3":1.59278,"skew_inten_ch_4":0.8758,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":43709,"total_inten_ch_2":89813,"total_inten_ch_3":3503,"total_inten_ch_4":20427,"var_inten_ch_1":89.24906,"var_inten_ch_3":24.90038,"var_inten_ch_4":100.62256,"width_ch_1":13.97149}
{"case":"Train","class":"PS","angle_ch_1":85.99421,"area_ch_1":154,"avg_inten_ch_1":19.84354,"avg_inten_ch_2":4.42177,"avg_inten_ch_3":37.46259,"avg_inten_ch_4":2.03401,"convex_hull_area_ratio_ch_1":1.59627,"convex_hull_perim_ratio_ch_1":0.85559,"diff_inten_density_ch_1":33.76923,"diff_inten_density_ch_3":30.25506,"diff_inten_density_ch_4":4.94332,"entropy_inten_ch_1":5.29332,"entropy_inten_ch_3":5.9204,"entropy_inten_ch_4":1.10227,"eq_circ_diam_ch_1":14.00661,"eq_ellipse_lwr_ch_1":3.1769,"eq_ellipse_oblate_vol_ch_1":259.83601,"eq_ellipse_prolate_vol_ch_1":81.78916,"eq_sphere_area_ch_1":616.33333,"eq_sphere_vol_ch_1":1438.78963,"fiber_align_2_ch_3":1.71917,"fiber_align_2_ch_4":1.10898,"fiber_length_ch_1":34.88526,"fiber_width_ch_1":4.83751,"inten_cooc_asm_ch_3":0.0089,"inten_cooc_asm_ch_4":0.64687,"inten_cooc_contrast_ch_3":12.8101,"inten_cooc_contrast_ch_4":0.39222,"inten_cooc_entropy_ch_3":6.97395,"inten_cooc_entropy_ch_4":1.37854,"inten_cooc_max_ch_3":0.025,"inten_cooc_max_ch_4":0.81102,"kurt_inten_ch_1":0.436,"kurt_inten_ch_3":3.35063,"kurt_inten_ch_4":30.78713,"length_ch_1":27.71837,"neighbor_avg_dist_ch_1":286.86015,"neighbor_min_dist_ch_1":53.24794,"neighbor_var_dist_ch_1":140.26087,"perim_ch_1":79.44555,"shape_bfr_ch_1":0.46721,"shape_lwr_ch_1":2.32965,"shape_p_2_a_ch_1":2.9762,"skew_inten_ch_1":0.95072,"skew_inten_ch_3":1.69802,"skew_inten_ch_4":5.29382,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":2917,"total_inten_ch_2":504,"total_inten_ch_3":5507,"total_inten_ch_4":299,"var_inten_ch_1":17.55136,"var_inten_ch_3":34.37118,"var_inten_ch_4":7.72346,"width_ch_1":11.8981}
{"case":"Train","class":"PS","angle_ch_1":81.07003,"area_ch_1":404,"avg_inten_ch_1":31.20725,"avg_inten_ch_2":254.93523,"avg_inten_ch_3":36.52591,"avg_inten_ch_4":65.89896,"convex_hull_area_ratio_ch_1":1.28127,"convex_hull_perim_ratio_ch_1":0.80382,"diff_inten_density_ch_1":41.50502,"diff_inten_density_ch_3":27.05452,"diff_inten_density_ch_4":41.79197,"entropy_inten_ch_1":6.10579,"entropy_inten_ch_3":5.03222,"entropy_inten_ch_4":4.26687,"eq_circ_diam_ch_1":22.69697,"eq_ellipse_lwr_ch_1":1.44635,"eq_ellipse_oblate_vol_ch_1":746.00105,"eq_ellipse_prolate_vol_ch_1":515.78128,"eq_sphere_area_ch_1":1618.39909,"eq_sphere_vol_ch_1":6122.12585,"fiber_align_2_ch_3":1.08977,"fiber_align_2_ch_4":1.01262,"fiber_length_ch_1":50.83561,"fiber_width_ch_1":8.44869,"inten_cooc_asm_ch_3":0.09342,"inten_cooc_asm_ch_4":0.25222,"inten_cooc_contrast_ch_3":4.22896,"inten_cooc_contrast_ch_4":1.63853,"inten_cooc_entropy_ch_3":5.38754,"inten_cooc_entropy_ch_4":3.89367,"inten_cooc_max_ch_3":0.29661,"inten_cooc_max_ch_4":0.50146,"kurt_inten_ch_1":0.56945,"kurt_inten_ch_3":2.50911,"kurt_inten_ch_4":0.87064,"length_ch_1":37.20501,"neighbor_avg_dist_ch_1":264.16408,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":129.8793,"perim_ch_1":118.56859,"shape_bfr_ch_1":0.48094,"shape_lwr_ch_1":1.64538,"shape_p_2_a_ch_1":2.60477,"skew_inten_ch_1":0.97965,"skew_inten_ch_3":1.84704,"skew_inten_ch_4":1.32153,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":12046,"total_inten_ch_2":98020,"total_inten_ch_3":14099,"total_inten_ch_4":25437,"var_inten_ch_1":24.07907,"var_inten_ch_3":55.89461,"var_inten_ch_4":93.88298,"width_ch_1":22.61184}
{"case":"Test","class":"PS","angle_ch_1":88.38197,"area_ch_1":274,"avg_inten_ch_1":33.70992,"avg_inten_ch_2":3.13359,"avg_inten_ch_3":75.77863,"avg_inten_ch_4":43.12595,"convex_hull_area_ratio_ch_1":1.313,"convex_hull_perim_ratio_ch_1":0.88148,"diff_inten_density_ch_1":43.66091,"diff_inten_density_ch_3":57.28078,"diff_inten_density_ch_4":33.25918,"entropy_inten_ch_1":6.08177,"entropy_inten_ch_3":6.67838,"entropy_inten_ch_4":5.32125,"eq_circ_diam_ch_1":18.69928,"eq_ellipse_lwr_ch_1":3.69546,"eq_ellipse_oblate_vol_ch_1":666.81842,"eq_ellipse_prolate_vol_ch_1":180.44273,"eq_sphere_area_ch_1":1098.49887,"eq_sphere_vol_ch_1":3423.52287,"fiber_align_2_ch_3":1.01125,"fiber_align_2_ch_4":1.45395,"fiber_length_ch_1":43.94874,"fiber_width_ch_1":6.64824,"inten_cooc_asm_ch_3":0.00711,"inten_cooc_asm_ch_4":0.06945,"inten_cooc_contrast_ch_3":19.93434,"inten_cooc_contrast_ch_4":5.3824,"inten_cooc_entropy_ch_3":7.45141,"inten_cooc_entropy_ch_4":5.78008,"inten_cooc_max_ch_3":0.02691,"inten_cooc_max_ch_4":0.25417,"kurt_inten_ch_1":3.39416,"kurt_inten_ch_3":8.75909,"kurt_inten_ch_4":-0.59648,"length_ch_1":38.01039,"neighbor_avg_dist_ch_1":259.79241,"neighbor_min_dist_ch_1":34.82458,"neighbor_var_dist_ch_1":121.30184,"perim_ch_1":101.19397,"shape_bfr_ch_1":0.5911,"shape_lwr_ch_1":3.10974,"shape_p_2_a_ch_1":2.78897,"skew_inten_ch_1":1.43932,"skew_inten_ch_3":2.4747,"skew_inten_ch_4":0.73816,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8832,"total_inten_ch_2":560,"total_inten_ch_3":19854,"total_inten_ch_4":11299,"var_inten_ch_1":26.62175,"var_inten_ch_3":61.02431,"var_inten_ch_4":44.55457,"width_ch_1":12.223}
{"case":"Train","class":"PS","angle_ch_1":108.4896,"area_ch_1":187,"avg_inten_ch_1":36.56425,"avg_inten_ch_2":1.32961,"avg_inten_ch_3":85.00559,"avg_inten_ch_4":11.49721,"convex_hull_area_ratio_ch_1":1.65885,"convex_hull_perim_ratio_ch_1":0.91334,"diff_inten_density_ch_1":48.6918,"diff_inten_density_ch_3":83.03934,"diff_inten_density_ch_4":18.59344,"entropy_inten_ch_1":5.97372,"entropy_inten_ch_3":6.68882,"entropy_inten_ch_4":2.44615,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":5.01426,"eq_ellipse_oblate_vol_ch_1":438.63626,"eq_ellipse_prolate_vol_ch_1":87.47776,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.95313,"fiber_align_2_ch_4":1.69701,"fiber_length_ch_1":41.63121,"fiber_width_ch_1":4.83415,"inten_cooc_asm_ch_3":0.00694,"inten_cooc_asm_ch_4":0.38874,"inten_cooc_contrast_ch_3":24.96511,"inten_cooc_contrast_ch_4":2.15353,"inten_cooc_entropy_ch_3":7.38034,"inten_cooc_entropy_ch_4":2.86272,"inten_cooc_max_ch_3":0.02083,"inten_cooc_max_ch_4":0.63354,"kurt_inten_ch_1":0.23632,"kurt_inten_ch_3":-0.34905,"kurt_inten_ch_4":3.69904,"length_ch_1":37.55518,"neighbor_avg_dist_ch_1":174.9751,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":71.38453,"perim_ch_1":92.93073,"shape_bfr_ch_1":0.45396,"shape_lwr_ch_1":3.41247,"shape_p_2_a_ch_1":3.41481,"skew_inten_ch_1":0.79525,"skew_inten_ch_3":0.5833,"skew_inten_ch_4":2.09106,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":6545,"total_inten_ch_2":60,"total_inten_ch_3":15216,"total_inten_ch_4":2058,"var_inten_ch_1":26.5818,"var_inten_ch_3":61.05456,"var_inten_ch_4":22.20634,"width_ch_1":11.00526}
{"case":"Test","class":"PS","angle_ch_1":3.83302,"area_ch_1":265,"avg_inten_ch_1":137.88538,"avg_inten_ch_2":24.28458,"avg_inten_ch_3":194.6087,"avg_inten_ch_4":72.65613,"convex_hull_area_ratio_ch_1":1.16729,"convex_hull_perim_ratio_ch_1":0.8976,"diff_inten_density_ch_1":102.41991,"diff_inten_density_ch_3":148.03896,"diff_inten_density_ch_4":72.671,"entropy_inten_ch_1":7.26138,"entropy_inten_ch_3":5.24362,"entropy_inten_ch_4":4.35819,"eq_circ_diam_ch_1":18.3753,"eq_ellipse_lwr_ch_1":1.34341,"eq_ellipse_oblate_vol_ch_1":381.51029,"eq_ellipse_prolate_vol_ch_1":283.98696,"eq_sphere_area_ch_1":1060.76417,"eq_sphere_vol_ch_1":3248.64367,"fiber_align_2_ch_3":1.18653,"fiber_align_2_ch_4":1.77246,"fiber_length_ch_1":26.87741,"fiber_width_ch_1":10.37367,"inten_cooc_asm_ch_3":0.12325,"inten_cooc_asm_ch_4":0.19441,"inten_cooc_contrast_ch_3":3.98619,"inten_cooc_contrast_ch_4":5.49106,"inten_cooc_entropy_ch_3":5.12341,"inten_cooc_entropy_ch_4":4.55226,"inten_cooc_max_ch_3":0.35345,"inten_cooc_max_ch_4":0.45217,"kurt_inten_ch_1":0.05993,"kurt_inten_ch_3":-0.11596,"kurt_inten_ch_4":-0.06501,"length_ch_1":23.76871,"neighbor_avg_dist_ch_1":259.19891,"neighbor_min_dist_ch_1":21.37777,"neighbor_var_dist_ch_1":139.49629,"perim_ch_1":74.50216,"shape_bfr_ch_1":0.58099,"shape_lwr_ch_1":1.23772,"shape_p_2_a_ch_1":1.58418,"skew_inten_ch_1":0.81793,"skew_inten_ch_3":0.98331,"skew_inten_ch_4":1.00791,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":34885,"total_inten_ch_2":5892,"total_inten_ch_3":49236,"total_inten_ch_4":18382,"var_inten_ch_1":94.51799,"var_inten_ch_3":228.75534,"var_inten_ch_4":90.57247,"width_ch_1":19.20355}
{"case":"Test","class":"PS","angle_ch_1":99.61353,"area_ch_1":643,"avg_inten_ch_1":30.71173,"avg_inten_ch_2":101.27199,"avg_inten_ch_3":62.48534,"avg_inten_ch_4":85.50489,"convex_hull_area_ratio_ch_1":1.16408,"convex_hull_perim_ratio_ch_1":0.89845,"diff_inten_density_ch_1":39.31814,"diff_inten_density_ch_3":52.52537,"diff_inten_density_ch_4":71.25623,"entropy_inten_ch_1":5.85771,"entropy_inten_ch_3":6.1492,"entropy_inten_ch_4":6.56302,"eq_circ_diam_ch_1":28.62585,"eq_ellipse_lwr_ch_1":1.26085,"eq_ellipse_oblate_vol_ch_1":1397.34997,"eq_ellipse_prolate_vol_ch_1":1108.26348,"eq_sphere_area_ch_1":2574.34467,"eq_sphere_vol_ch_1":12282.1346,"fiber_align_2_ch_3":1.37462,"fiber_align_2_ch_4":1.16474,"fiber_length_ch_1":40.92191,"fiber_width_ch_1":16.11779,"inten_cooc_asm_ch_3":0.04981,"inten_cooc_asm_ch_4":0.02815,"inten_cooc_contrast_ch_3":6.30428,"inten_cooc_contrast_ch_4":10.54236,"inten_cooc_entropy_ch_3":6.25066,"inten_cooc_entropy_ch_4":6.81845,"inten_cooc_max_ch_3":0.22203,"inten_cooc_max_ch_4":0.15464,"kurt_inten_ch_1":1.46149,"kurt_inten_ch_3":2.18967,"kurt_inten_ch_4":0.21166,"length_ch_1":32.84762,"neighbor_avg_dist_ch_1":210.99655,"neighbor_min_dist_ch_1":25.67701,"neighbor_var_dist_ch_1":108.13992,"perim_ch_1":114.07942,"shape_bfr_ch_1":0.66542,"shape_lwr_ch_1":1.11558,"shape_p_2_a_ch_1":1.57015,"skew_inten_ch_1":1.25904,"skew_inten_ch_3":1.50964,"skew_inten_ch_4":0.84923,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":18857,"total_inten_ch_2":61568,"total_inten_ch_3":38366,"total_inten_ch_4":52500,"var_inten_ch_1":31.03591,"var_inten_ch_3":73.26281,"var_inten_ch_4":79.77974,"width_ch_1":29.4445}
{"case":"Train","class":"WS","angle_ch_1":148.07222,"area_ch_1":442,"avg_inten_ch_1":200.70853,"avg_inten_ch_2":290.77725,"avg_inten_ch_3":25.88389,"avg_inten_ch_4":145.24882,"convex_hull_area_ratio_ch_1":1.03875,"convex_hull_perim_ratio_ch_1":0.9674,"diff_inten_density_ch_1":86.36935,"diff_inten_density_ch_3":26,"diff_inten_density_ch_4":70.16332,"entropy_inten_ch_1":7.88062,"entropy_inten_ch_3":3.4204,"entropy_inten_ch_4":6.53082,"eq_circ_diam_ch_1":23.73179,"eq_ellipse_lwr_ch_1":1.3975,"eq_ellipse_oblate_vol_ch_1":838.23483,"eq_ellipse_prolate_vol_ch_1":599.81145,"eq_sphere_area_ch_1":1769.33787,"eq_sphere_vol_ch_1":6998.25837,"fiber_align_2_ch_3":1.55766,"fiber_align_2_ch_4":1.3722,"fiber_length_ch_1":22.46916,"fiber_width_ch_1":20.16446,"inten_cooc_asm_ch_3":0.33479,"inten_cooc_asm_ch_4":0.05713,"inten_cooc_contrast_ch_3":1.69439,"inten_cooc_contrast_ch_4":4.37739,"inten_cooc_entropy_ch_3":3.33355,"inten_cooc_entropy_ch_4":6.03746,"inten_cooc_max_ch_3":0.575,"inten_cooc_max_ch_4":0.2275,"kurt_inten_ch_1":-0.46975,"kurt_inten_ch_3":3.31196,"kurt_inten_ch_4":-0.86651,"length_ch_1":31.7965,"neighbor_avg_dist_ch_1":207.70512,"neighbor_min_dist_ch_1":19.87879,"neighbor_var_dist_ch_1":84.33986,"perim_ch_1":85.26723,"shape_bfr_ch_1":0.58793,"shape_lwr_ch_1":1.34379,"shape_p_2_a_ch_1":1.27696,"skew_inten_ch_1":0.58464,"skew_inten_ch_3":1.89905,"skew_inten_ch_4":0.40078,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":8,"total_inten_ch_1":84699,"total_inten_ch_2":122287,"total_inten_ch_3":10923,"total_inten_ch_4":61295,"var_inten_ch_1":122.11157,"var_inten_ch_3":44.65049,"var_inten_ch_4":122.97627,"width_ch_1":23.6618}
{"case":"Test","class":"WS","angle_ch_1":4.46843,"area_ch_1":302,"avg_inten_ch_1":99.67128,"avg_inten_ch_2":288.68512,"avg_inten_ch_3":144.7301,"avg_inten_ch_4":437.15917,"convex_hull_area_ratio_ch_1":1.05034,"convex_hull_perim_ratio_ch_1":0.96366,"diff_inten_density_ch_1":71.04104,"diff_inten_density_ch_3":116.98134,"diff_inten_density_ch_4":262.49627,"entropy_inten_ch_1":7.04075,"entropy_inten_ch_3":5.20588,"entropy_inten_ch_4":6.97517,"eq_circ_diam_ch_1":19.63917,"eq_ellipse_lwr_ch_1":2.25765,"eq_ellipse_oblate_vol_ch_1":603.80513,"eq_ellipse_prolate_vol_ch_1":267.44829,"eq_sphere_area_ch_1":1211.70295,"eq_sphere_vol_ch_1":3966.14018,"fiber_align_2_ch_3":1.59578,"fiber_align_2_ch_4":1.38824,"fiber_length_ch_1":25.21413,"fiber_width_ch_1":12.38827,"inten_cooc_asm_ch_3":0.14145,"inten_cooc_asm_ch_4":0.02676,"inten_cooc_contrast_ch_3":2.592,"inten_cooc_contrast_ch_4":6.25591,"inten_cooc_entropy_ch_3":4.8797,"inten_cooc_entropy_ch_4":6.50041,"inten_cooc_max_ch_3":0.36782,"inten_cooc_max_ch_4":0.13818,"kurt_inten_ch_1":3.08734,"kurt_inten_ch_3":2.64595,"kurt_inten_ch_4":-0.7042,"length_ch_1":29.13789,"neighbor_avg_dist_ch_1":246.6454,"neighbor_min_dist_ch_1":13.77395,"neighbor_var_dist_ch_1":118.86684,"perim_ch_1":75.20479,"shape_bfr_ch_1":0.76962,"shape_lwr_ch_1":2.15703,"shape_p_2_a_ch_1":1.44087,"skew_inten_ch_1":1.7646,"skew_inten_ch_3":1.78027,"skew_inten_ch_4":0.55855,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":28805,"total_inten_ch_2":83142,"total_inten_ch_3":41827,"total_inten_ch_4":126339,"var_inten_ch_1":73.99541,"var_inten_ch_3":212.01817,"var_inten_ch_4":382.06098,"width_ch_1":13.50836}
{"case":"Train","class":"WS","angle_ch_1":15.81793,"area_ch_1":307,"avg_inten_ch_1":38.42662,"avg_inten_ch_2":150.80546,"avg_inten_ch_3":57.27986,"avg_inten_ch_4":80.00341,"convex_hull_area_ratio_ch_1":1.23453,"convex_hull_perim_ratio_ch_1":0.88082,"diff_inten_density_ch_1":41.61194,"diff_inten_density_ch_3":36.33955,"diff_inten_density_ch_4":63.57836,"entropy_inten_ch_1":6.0707,"entropy_inten_ch_3":6.48366,"entropy_inten_ch_4":5.82614,"eq_circ_diam_ch_1":19.77461,"eq_ellipse_lwr_ch_1":1.54626,"eq_ellipse_oblate_vol_ch_1":510.11122,"eq_ellipse_prolate_vol_ch_1":329.89907,"eq_sphere_area_ch_1":1228.47392,"eq_sphere_vol_ch_1":4048.76646,"fiber_align_2_ch_3":1.46729,"fiber_align_2_ch_4":1.51495,"fiber_length_ch_1":33.06084,"fiber_width_ch_1":9.73336,"inten_cooc_asm_ch_3":0.00691,"inten_cooc_asm_ch_4":0.04643,"inten_cooc_contrast_ch_3":13.48647,"inten_cooc_contrast_ch_4":12.02409,"inten_cooc_entropy_ch_3":7.48583,"inten_cooc_entropy_ch_4":6.38455,"inten_cooc_max_ch_3":0.02593,"inten_cooc_max_ch_4":0.20677,"kurt_inten_ch_1":0.07277,"kurt_inten_ch_3":-0.70698,"kurt_inten_ch_4":-0.58768,"length_ch_1":25.01975,"neighbor_avg_dist_ch_1":186.11247,"neighbor_min_dist_ch_1":16.94706,"neighbor_var_dist_ch_1":83.86651,"perim_ch_1":85.58841,"shape_bfr_ch_1":0.61488,"shape_lwr_ch_1":1.25329,"shape_p_2_a_ch_1":1.81151,"skew_inten_ch_1":0.45655,"skew_inten_ch_3":0.14579,"skew_inten_ch_4":0.44698,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11259,"total_inten_ch_2":43894,"total_inten_ch_3":16783,"total_inten_ch_4":23441,"var_inten_ch_1":21.09799,"var_inten_ch_3":34.73493,"var_inten_ch_4":69.33775,"width_ch_1":19.9633}
{"case":"Train","class":"PS","angle_ch_1":33.81039,"area_ch_1":331,"avg_inten_ch_1":71.30063,"avg_inten_ch_2":237.64557,"avg_inten_ch_3":76.57278,"avg_inten_ch_4":207.2943,"convex_hull_area_ratio_ch_1":1.09466,"convex_hull_perim_ratio_ch_1":0.89733,"diff_inten_density_ch_1":59.68376,"diff_inten_density_ch_3":71.1094,"diff_inten_density_ch_4":125.24615,"entropy_inten_ch_1":6.88029,"entropy_inten_ch_3":6.39046,"entropy_inten_ch_4":7.52657,"eq_circ_diam_ch_1":20.53609,"eq_ellipse_lwr_ch_1":1.31563,"eq_ellipse_oblate_vol_ch_1":527.01082,"eq_ellipse_prolate_vol_ch_1":400.5759,"eq_sphere_area_ch_1":1324.90703,"eq_sphere_vol_ch_1":4534.73507,"fiber_align_2_ch_3":1.02642,"fiber_align_2_ch_4":1.56332,"fiber_length_ch_1":28.41881,"fiber_width_ch_1":12.07935,"inten_cooc_asm_ch_3":0.02655,"inten_cooc_asm_ch_4":0.00768,"inten_cooc_contrast_ch_3":12.83771,"inten_cooc_contrast_ch_4":12.47062,"inten_cooc_entropy_ch_3":6.88094,"inten_cooc_entropy_ch_4":7.40753,"inten_cooc_max_ch_3":0.14726,"inten_cooc_max_ch_4":0.03425,"kurt_inten_ch_1":-0.50197,"kurt_inten_ch_3":3.62047,"kurt_inten_ch_4":-0.14832,"length_ch_1":26.12845,"neighbor_avg_dist_ch_1":210.66659,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":110.01944,"perim_ch_1":80.99633,"shape_bfr_ch_1":0.61135,"shape_lwr_ch_1":1.26007,"shape_p_2_a_ch_1":1.52079,"skew_inten_ch_1":0.39677,"skew_inten_ch_3":1.71988,"skew_inten_ch_4":0.61463,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":22531,"total_inten_ch_2":74781,"total_inten_ch_3":24197,"total_inten_ch_4":65505,"var_inten_ch_1":48.33521,"var_inten_ch_3":80.8816,"var_inten_ch_4":144.13427,"width_ch_1":20.73573}
{"case":"Train","class":"PS","angle_ch_1":80.95799,"area_ch_1":342,"avg_inten_ch_1":108.50765,"avg_inten_ch_2":152.97859,"avg_inten_ch_3":123.9633,"avg_inten_ch_4":236.38226,"convex_hull_area_ratio_ch_1":1.05613,"convex_hull_perim_ratio_ch_1":0.95503,"diff_inten_density_ch_1":58.30492,"diff_inten_density_ch_3":73.06557,"diff_inten_density_ch_4":113.1541,"entropy_inten_ch_1":7.03759,"entropy_inten_ch_3":7.19116,"entropy_inten_ch_4":7.60591,"eq_circ_diam_ch_1":20.89046,"eq_ellipse_lwr_ch_1":1.62583,"eq_ellipse_oblate_vol_ch_1":616.70871,"eq_ellipse_prolate_vol_ch_1":379.32046,"eq_sphere_area_ch_1":1371.02721,"eq_sphere_vol_ch_1":4773.56593,"fiber_align_2_ch_3":1.31467,"fiber_align_2_ch_4":1.17039,"fiber_length_ch_1":22.08494,"fiber_width_ch_1":16.06574,"inten_cooc_asm_ch_3":0.00947,"inten_cooc_asm_ch_4":0.00937,"inten_cooc_contrast_ch_3":9.19555,"inten_cooc_contrast_ch_4":7.63018,"inten_cooc_entropy_ch_3":7.17607,"inten_cooc_entropy_ch_4":7.15633,"inten_cooc_max_ch_3":0.04651,"inten_cooc_max_ch_4":0.03654,"kurt_inten_ch_1":0.41547,"kurt_inten_ch_3":0.96813,"kurt_inten_ch_4":-0.20793,"length_ch_1":26.77096,"neighbor_avg_dist_ch_1":346.79387,"neighbor_min_dist_ch_1":54.76185,"neighbor_var_dist_ch_1":142.8021,"perim_ch_1":76.30136,"shape_bfr_ch_1":0.75394,"shape_lwr_ch_1":1.57644,"shape_p_2_a_ch_1":1.30574,"skew_inten_ch_1":0.5723,"skew_inten_ch_3":1.03584,"skew_inten_ch_4":0.49134,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":35482,"total_inten_ch_2":49698,"total_inten_ch_3":40536,"total_inten_ch_4":77297,"var_inten_ch_1":51.26246,"var_inten_ch_3":93.8117,"var_inten_ch_4":155.10572,"width_ch_1":16.98189}
{"case":"Train","class":"PS","angle_ch_1":164.79943,"area_ch_1":159,"avg_inten_ch_1":209.61184,"avg_inten_ch_2":44.43421,"avg_inten_ch_3":33.76316,"avg_inten_ch_4":105.78947,"convex_hull_area_ratio_ch_1":1.24159,"convex_hull_perim_ratio_ch_1":0.93645,"diff_inten_density_ch_1":138.06818,"diff_inten_density_ch_3":38.93939,"diff_inten_density_ch_4":55.40152,"entropy_inten_ch_1":6.92221,"entropy_inten_ch_3":3.62728,"entropy_inten_ch_4":4.78399,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":2.9161,"eq_ellipse_oblate_vol_ch_1":261.75092,"eq_ellipse_prolate_vol_ch_1":89.76058,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.61397,"fiber_align_2_ch_4":1.60693,"fiber_length_ch_1":27.91647,"fiber_width_ch_1":6.13897,"inten_cooc_asm_ch_3":0.18611,"inten_cooc_asm_ch_4":0.11157,"inten_cooc_contrast_ch_3":3.19979,"inten_cooc_contrast_ch_4":3.2343,"inten_cooc_entropy_ch_3":4.14099,"inten_cooc_entropy_ch_4":5.02441,"inten_cooc_max_ch_3":0.42754,"inten_cooc_max_ch_4":0.32609,"kurt_inten_ch_1":0.83921,"kurt_inten_ch_3":3.61622,"kurt_inten_ch_4":-1.30144,"length_ch_1":27.2984,"neighbor_avg_dist_ch_1":240.11686,"neighbor_min_dist_ch_1":18.42857,"neighbor_var_dist_ch_1":129.1533,"perim_ch_1":68.11089,"shape_bfr_ch_1":0.48874,"shape_lwr_ch_1":2.28598,"shape_p_2_a_ch_1":2.15409,"skew_inten_ch_1":1.11198,"skew_inten_ch_3":2.06934,"skew_inten_ch_4":0.3819,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":2,"total_inten_ch_1":31861,"total_inten_ch_2":6603,"total_inten_ch_3":5132,"total_inten_ch_4":16080,"var_inten_ch_1":156.85281,"var_inten_ch_3":59.69834,"var_inten_ch_4":103.28885,"width_ch_1":11.94166}
{"case":"Test","class":"WS","angle_ch_1":113.41487,"area_ch_1":232,"avg_inten_ch_1":302.92793,"avg_inten_ch_2":361.4009,"avg_inten_ch_3":21.31532,"avg_inten_ch_4":146.82883,"convex_hull_area_ratio_ch_1":1.02609,"convex_hull_perim_ratio_ch_1":0.97674,"diff_inten_density_ch_1":112.13171,"diff_inten_density_ch_3":23.02927,"diff_inten_density_ch_4":73.11707,"entropy_inten_ch_1":7.42045,"entropy_inten_ch_3":5.49245,"entropy_inten_ch_4":6.75106,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":1.34826,"eq_ellipse_oblate_vol_ch_1":314.1509,"eq_ellipse_prolate_vol_ch_1":233.00418,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.90369,"fiber_align_2_ch_4":1.37419,"fiber_length_ch_1":15.00583,"fiber_width_ch_1":15.00583,"inten_cooc_asm_ch_3":0.00889,"inten_cooc_asm_ch_4":0.0188,"inten_cooc_contrast_ch_3":18.44879,"inten_cooc_contrast_ch_4":5.49089,"inten_cooc_entropy_ch_3":7.17627,"inten_cooc_entropy_ch_4":6.5728,"inten_cooc_max_ch_3":0.03941,"inten_cooc_max_ch_4":0.09852,"kurt_inten_ch_1":-0.97772,"kurt_inten_ch_3":0.01789,"kurt_inten_ch_4":-0.50145,"length_ch_1":21.38633,"neighbor_avg_dist_ch_1":286.20892,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":129.35832,"perim_ch_1":60.02331,"shape_bfr_ch_1":0.66314,"shape_lwr_ch_1":1.30343,"shape_p_2_a_ch_1":1.18922,"skew_inten_ch_1":0.07886,"skew_inten_ch_3":0.79255,"skew_inten_ch_4":0.57077,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":67250,"total_inten_ch_2":80010,"total_inten_ch_3":4732,"total_inten_ch_4":32596,"var_inten_ch_1":154.21649,"var_inten_ch_3":17.81283,"var_inten_ch_4":116.05741,"width_ch_1":16.40779}
{"case":"Test","class":"WS","angle_ch_1":20.23308,"area_ch_1":236,"avg_inten_ch_1":109.49115,"avg_inten_ch_2":507.9115,"avg_inten_ch_3":11.63717,"avg_inten_ch_4":206.49115,"convex_hull_area_ratio_ch_1":1.09705,"convex_hull_perim_ratio_ch_1":0.95188,"diff_inten_density_ch_1":55.50732,"diff_inten_density_ch_3":15.66829,"diff_inten_density_ch_4":145.63902,"entropy_inten_ch_1":6.71342,"entropy_inten_ch_3":1.95309,"entropy_inten_ch_4":5.65976,"eq_circ_diam_ch_1":17.36715,"eq_ellipse_lwr_ch_1":2.44481,"eq_ellipse_oblate_vol_ch_1":434.51703,"eq_ellipse_prolate_vol_ch_1":177.73036,"eq_sphere_area_ch_1":947.56009,"eq_sphere_vol_ch_1":2742.73567,"fiber_align_2_ch_3":1.84118,"fiber_align_2_ch_4":1.74555,"fiber_length_ch_1":27.30494,"fiber_width_ch_1":9.09799,"inten_cooc_asm_ch_3":0.54664,"inten_cooc_asm_ch_4":0.09818,"inten_cooc_contrast_ch_3":0.83707,"inten_cooc_contrast_ch_4":6.78433,"inten_cooc_entropy_ch_3":1.9782,"inten_cooc_entropy_ch_4":5.40089,"inten_cooc_max_ch_3":0.74057,"inten_cooc_max_ch_4":0.31132,"kurt_inten_ch_1":-0.4314,"kurt_inten_ch_3":11.82502,"kurt_inten_ch_4":0.00283,"length_ch_1":30.08442,"neighbor_avg_dist_ch_1":252.19039,"neighbor_min_dist_ch_1":20.32204,"neighbor_var_dist_ch_1":126.47176,"perim_ch_1":72.80586,"shape_bfr_ch_1":0.59893,"shape_lwr_ch_1":2.2883,"shape_p_2_a_ch_1":1.69798,"skew_inten_ch_1":-0.15411,"skew_inten_ch_3":3.35086,"skew_inten_ch_4":0.79981,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":24745,"total_inten_ch_2":114563,"total_inten_ch_3":2630,"total_inten_ch_4":46667,"var_inten_ch_1":41.20532,"var_inten_ch_3":31.44839,"var_inten_ch_4":204.69847,"width_ch_1":13.14708}
{"case":"Test","class":"PS","angle_ch_1":164.36173,"area_ch_1":189,"avg_inten_ch_1":77.91713,"avg_inten_ch_2":50.79006,"avg_inten_ch_3":168.88398,"avg_inten_ch_4":374.22652,"convex_hull_area_ratio_ch_1":1.3974,"convex_hull_perim_ratio_ch_1":0.89987,"diff_inten_density_ch_1":78.03125,"diff_inten_density_ch_3":149.675,"diff_inten_density_ch_4":296.35625,"entropy_inten_ch_1":6.60113,"entropy_inten_ch_3":6.83899,"entropy_inten_ch_4":6.09607,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":2.18239,"eq_ellipse_oblate_vol_ch_1":294.24283,"eq_ellipse_prolate_vol_ch_1":134.82578,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.67971,"fiber_align_2_ch_4":1.45779,"fiber_length_ch_1":29.19074,"fiber_width_ch_1":6.91232,"inten_cooc_asm_ch_3":0.00861,"inten_cooc_asm_ch_4":0.02217,"inten_cooc_contrast_ch_3":17.99152,"inten_cooc_contrast_ch_4":11.39576,"inten_cooc_entropy_ch_3":7.12199,"inten_cooc_entropy_ch_4":6.4883,"inten_cooc_max_ch_3":0.03086,"inten_cooc_max_ch_4":0.12658,"kurt_inten_ch_1":-0.20776,"kurt_inten_ch_3":-0.47104,"kurt_inten_ch_4":-0.95606,"length_ch_1":24.33184,"neighbor_avg_dist_ch_1":225.86685,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":101.28548,"perim_ch_1":72.20612,"shape_bfr_ch_1":0.55078,"shape_lwr_ch_1":1.71874,"shape_p_2_a_ch_1":2.05621,"skew_inten_ch_1":0.43971,"skew_inten_ch_3":0.48069,"skew_inten_ch_4":0.22523,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":14103,"total_inten_ch_2":9013,"total_inten_ch_3":30568,"total_inten_ch_4":67735,"var_inten_ch_1":50.44256,"var_inten_ch_3":120.77838,"var_inten_ch_4":302.1309,"width_ch_1":14.1568}
{"case":"Train","class":"PS","angle_ch_1":129.89823,"area_ch_1":269,"avg_inten_ch_1":30.43969,"avg_inten_ch_2":15.95331,"avg_inten_ch_3":8.99611,"avg_inten_ch_4":11.1751,"convex_hull_area_ratio_ch_1":1.09176,"convex_hull_perim_ratio_ch_1":0.94141,"diff_inten_density_ch_1":46.28541,"diff_inten_density_ch_3":16.79704,"diff_inten_density_ch_4":23.70613,"entropy_inten_ch_1":5.83514,"entropy_inten_ch_3":3.96215,"entropy_inten_ch_4":4.3071,"eq_circ_diam_ch_1":18.51999,"eq_ellipse_lwr_ch_1":1.3614,"eq_ellipse_oblate_vol_ch_1":393.2003,"eq_ellipse_prolate_vol_ch_1":288.82091,"eq_sphere_area_ch_1":1077.53515,"eq_sphere_vol_ch_1":3325.99032,"fiber_align_2_ch_3":1.7455,"fiber_align_2_ch_4":1,"fiber_length_ch_1":23.18277,"fiber_width_ch_1":12.07214,"inten_cooc_asm_ch_3":0.06176,"inten_cooc_asm_ch_4":0.02852,"inten_cooc_contrast_ch_3":15.25704,"inten_cooc_contrast_ch_4":32.06868,"inten_cooc_entropy_ch_3":5.68893,"inten_cooc_entropy_ch_4":6.4456,"inten_cooc_max_ch_3":0.23729,"inten_cooc_max_ch_4":0.15678,"kurt_inten_ch_1":-0.52705,"kurt_inten_ch_3":0.96685,"kurt_inten_ch_4":0.9459,"length_ch_1":24.77404,"neighbor_avg_dist_ch_1":269.85683,"neighbor_min_dist_ch_1":21.69413,"neighbor_var_dist_ch_1":117.53677,"perim_ch_1":70.50982,"shape_bfr_ch_1":0.584,"shape_lwr_ch_1":1.33057,"shape_p_2_a_ch_1":1.41363,"skew_inten_ch_1":0.4323,"skew_inten_ch_3":1.31244,"skew_inten_ch_4":1.13941,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":7823,"total_inten_ch_2":3844,"total_inten_ch_3":2312,"total_inten_ch_4":2872,"var_inten_ch_1":22.32718,"var_inten_ch_3":11.44552,"var_inten_ch_4":12.13336,"width_ch_1":18.61919}
{"case":"Test","class":"WS","angle_ch_1":77.59577,"area_ch_1":664,"avg_inten_ch_1":281.25237,"avg_inten_ch_2":88.93218,"avg_inten_ch_3":35.50315,"avg_inten_ch_4":51.4306,"convex_hull_area_ratio_ch_1":1.23842,"convex_hull_perim_ratio_ch_1":0.8457,"diff_inten_density_ch_1":116.68465,"diff_inten_density_ch_3":31.543,"diff_inten_density_ch_4":30.03204,"entropy_inten_ch_1":8.38239,"entropy_inten_ch_3":4.48918,"entropy_inten_ch_4":5.98456,"eq_circ_diam_ch_1":29.08833,"eq_ellipse_lwr_ch_1":2.96109,"eq_ellipse_oblate_vol_ch_1":2246.88624,"eq_ellipse_prolate_vol_ch_1":758.80431,"eq_sphere_area_ch_1":2658.19955,"eq_sphere_vol_ch_1":12887.09953,"fiber_align_2_ch_3":1.19153,"fiber_align_2_ch_4":1.38086,"fiber_length_ch_1":60.77983,"fiber_width_ch_1":11.2657,"inten_cooc_asm_ch_3":0.18685,"inten_cooc_asm_ch_4":0.05572,"inten_cooc_contrast_ch_3":3.53013,"inten_cooc_contrast_ch_4":6.13698,"inten_cooc_entropy_ch_3":4.59407,"inten_cooc_entropy_ch_4":6.17774,"inten_cooc_max_ch_3":0.43284,"inten_cooc_max_ch_4":0.22642,"kurt_inten_ch_1":-0.02122,"kurt_inten_ch_3":1.9944,"kurt_inten_ch_4":0.15653,"length_ch_1":50.73445,"neighbor_avg_dist_ch_1":234.1188,"neighbor_min_dist_ch_1":42.21275,"neighbor_var_dist_ch_1":91.8044,"perim_ch_1":144.09107,"shape_bfr_ch_1":0.62267,"shape_lwr_ch_1":2.41176,"shape_p_2_a_ch_1":2.41293,"skew_inten_ch_1":1.00555,"skew_inten_ch_3":1.5026,"skew_inten_ch_4":0.93071,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":10,"total_inten_ch_1":178314,"total_inten_ch_2":55750,"total_inten_ch_3":22509,"total_inten_ch_4":32607,"var_inten_ch_1":257.03727,"var_inten_ch_3":48.9343,"var_inten_ch_4":49.23198,"width_ch_1":21.03624}
{"case":"Train","class":"WS","angle_ch_1":52.75271,"area_ch_1":318,"avg_inten_ch_1":91.8125,"avg_inten_ch_2":175.875,"avg_inten_ch_3":188.15461,"avg_inten_ch_4":244.65132,"convex_hull_area_ratio_ch_1":1.27044,"convex_hull_perim_ratio_ch_1":0.84004,"diff_inten_density_ch_1":68.92767,"diff_inten_density_ch_3":125.90416,"diff_inten_density_ch_4":127.55335,"entropy_inten_ch_1":6.93584,"entropy_inten_ch_3":6.98157,"entropy_inten_ch_4":5.6565,"eq_circ_diam_ch_1":20.14239,"eq_ellipse_lwr_ch_1":1.85331,"eq_ellipse_oblate_vol_ch_1":590.20903,"eq_ellipse_prolate_vol_ch_1":318.46228,"eq_sphere_area_ch_1":1274.5941,"eq_sphere_vol_ch_1":4278.89541,"fiber_align_2_ch_3":1.1758,"fiber_align_2_ch_4":1.36963,"fiber_length_ch_1":39.46781,"fiber_width_ch_1":8.44544,"inten_cooc_asm_ch_3":0.02317,"inten_cooc_asm_ch_4":0.10803,"inten_cooc_contrast_ch_3":7.13475,"inten_cooc_contrast_ch_4":6.06852,"inten_cooc_entropy_ch_3":6.58894,"inten_cooc_entropy_ch_4":5.39755,"inten_cooc_max_ch_3":0.12915,"inten_cooc_max_ch_4":0.33333,"kurt_inten_ch_1":11.22957,"kurt_inten_ch_3":9.77732,"kurt_inten_ch_4":-1.08192,"length_ch_1":31.26585,"neighbor_avg_dist_ch_1":261.75245,"neighbor_min_dist_ch_1":37.49156,"neighbor_var_dist_ch_1":100.38953,"perim_ch_1":95.8265,"shape_bfr_ch_1":0.53074,"shape_lwr_ch_1":1.6282,"shape_p_2_a_ch_1":2.19227,"skew_inten_ch_1":2.88801,"skew_inten_ch_3":2.70035,"skew_inten_ch_4":0.34255,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":27911,"total_inten_ch_2":53163,"total_inten_ch_3":57199,"total_inten_ch_4":74374,"var_inten_ch_1":99.10395,"var_inten_ch_3":235.96567,"var_inten_ch_4":223.11688,"width_ch_1":19.20269}
{"case":"Test","class":"WS","angle_ch_1":0.47916,"area_ch_1":292,"avg_inten_ch_1":367.5233,"avg_inten_ch_2":174.70609,"avg_inten_ch_3":181.23297,"avg_inten_ch_4":180.39785,"convex_hull_area_ratio_ch_1":1.26976,"convex_hull_perim_ratio_ch_1":0.92734,"diff_inten_density_ch_1":170.4252,"diff_inten_density_ch_3":182.33465,"diff_inten_density_ch_4":75.19685,"entropy_inten_ch_1":7.71633,"entropy_inten_ch_3":6.24261,"entropy_inten_ch_4":7.32888,"eq_circ_diam_ch_1":19.2964,"eq_ellipse_lwr_ch_1":2.62636,"eq_ellipse_oblate_vol_ch_1":617.73939,"eq_ellipse_prolate_vol_ch_1":235.20709,"eq_sphere_area_ch_1":1169.77551,"eq_sphere_vol_ch_1":3762.07631,"fiber_align_2_ch_3":1.47507,"fiber_align_2_ch_4":1.32401,"fiber_length_ch_1":35.36989,"fiber_width_ch_1":8.62378,"inten_cooc_asm_ch_3":0.03739,"inten_cooc_asm_ch_4":0.00972,"inten_cooc_contrast_ch_3":9.07561,"inten_cooc_contrast_ch_4":6.21404,"inten_cooc_entropy_ch_3":6.4313,"inten_cooc_entropy_ch_4":7.05165,"inten_cooc_max_ch_3":0.17939,"inten_cooc_max_ch_4":0.03817,"kurt_inten_ch_1":-0.61134,"kurt_inten_ch_3":4.88949,"kurt_inten_ch_4":-0.739,"length_ch_1":33.81878,"neighbor_avg_dist_ch_1":229.99852,"neighbor_min_dist_ch_1":26.16229,"neighbor_var_dist_ch_1":97.59102,"perim_ch_1":87.98734,"shape_bfr_ch_1":0.52653,"shape_lwr_ch_1":2.05921,"shape_p_2_a_ch_1":2.01975,"skew_inten_ch_1":0.28409,"skew_inten_ch_3":2.05584,"skew_inten_ch_4":0.42961,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":102539,"total_inten_ch_2":48465,"total_inten_ch_3":50564,"total_inten_ch_4":50331,"var_inten_ch_1":202.23541,"var_inten_ch_3":249.81012,"var_inten_ch_4":119.22902,"width_ch_1":16.42319}
{"case":"Test","class":"PS","angle_ch_1":116.98512,"area_ch_1":167,"avg_inten_ch_1":47.9375,"avg_inten_ch_2":31.8125,"avg_inten_ch_3":106.60625,"avg_inten_ch_4":89.80625,"convex_hull_area_ratio_ch_1":1.18314,"convex_hull_perim_ratio_ch_1":0.88773,"diff_inten_density_ch_1":47.21352,"diff_inten_density_ch_3":73.0427,"diff_inten_density_ch_4":61.08541,"entropy_inten_ch_1":6.21854,"entropy_inten_ch_3":6.15173,"entropy_inten_ch_4":6.04448,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":1.56565,"eq_ellipse_oblate_vol_ch_1":207.13291,"eq_ellipse_prolate_vol_ch_1":132.2982,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.34755,"fiber_align_2_ch_4":1.59414,"fiber_length_ch_1":25.72292,"fiber_width_ch_1":7.00885,"inten_cooc_asm_ch_3":0.01901,"inten_cooc_asm_ch_4":0.02452,"inten_cooc_contrast_ch_3":6.75904,"inten_cooc_contrast_ch_4":8.28349,"inten_cooc_entropy_ch_3":6.46505,"inten_cooc_entropy_ch_4":6.45189,"inten_cooc_max_ch_3":0.10714,"inten_cooc_max_ch_4":0.14184,"kurt_inten_ch_1":-0.30138,"kurt_inten_ch_3":-0.06188,"kurt_inten_ch_4":-1.14772,"length_ch_1":21.08456,"neighbor_avg_dist_ch_1":221.48571,"neighbor_min_dist_ch_1":18.54198,"neighbor_var_dist_ch_1":98.21899,"perim_ch_1":65.46353,"shape_bfr_ch_1":0.54365,"shape_lwr_ch_1":1.44108,"shape_p_2_a_ch_1":1.89156,"skew_inten_ch_1":0.54998,"skew_inten_ch_3":0.76093,"skew_inten_ch_4":0.15784,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7670,"total_inten_ch_2":4931,"total_inten_ch_3":17057,"total_inten_ch_4":14369,"var_inten_ch_1":31.84645,"var_inten_ch_3":93.14069,"var_inten_ch_4":68.06279,"width_ch_1":14.63103}
{"case":"Train","class":"PS","angle_ch_1":14.06841,"area_ch_1":338,"avg_inten_ch_1":167.31889,"avg_inten_ch_2":62.91022,"avg_inten_ch_3":398.87616,"avg_inten_ch_4":268.19195,"convex_hull_area_ratio_ch_1":1.61946,"convex_hull_perim_ratio_ch_1":0.81068,"diff_inten_density_ch_1":152.48319,"diff_inten_density_ch_3":378.35575,"diff_inten_density_ch_4":195.07434,"entropy_inten_ch_1":7.54387,"entropy_inten_ch_3":7.66779,"entropy_inten_ch_4":6.44721,"eq_circ_diam_ch_1":20.7623,"eq_ellipse_lwr_ch_1":3.94105,"eq_ellipse_oblate_vol_ch_1":942.608,"eq_ellipse_prolate_vol_ch_1":239.17707,"eq_sphere_area_ch_1":1354.25624,"eq_sphere_vol_ch_1":4686.24596,"fiber_align_2_ch_3":1.41189,"fiber_align_2_ch_4":1.36479,"fiber_length_ch_1":63.40754,"fiber_width_ch_1":5.69077,"inten_cooc_asm_ch_3":0.00819,"inten_cooc_asm_ch_4":0.04586,"inten_cooc_contrast_ch_3":12.60598,"inten_cooc_contrast_ch_4":9.39303,"inten_cooc_entropy_ch_3":7.29245,"inten_cooc_entropy_ch_4":6.33774,"inten_cooc_max_ch_3":0.03472,"inten_cooc_max_ch_4":0.21661,"kurt_inten_ch_1":0.52323,"kurt_inten_ch_3":0.69667,"kurt_inten_ch_4":-0.78193,"length_ch_1":48.42496,"neighbor_avg_dist_ch_1":255.99062,"neighbor_min_dist_ch_1":29.47789,"neighbor_var_dist_ch_1":107.6049,"perim_ch_1":138.19663,"shape_bfr_ch_1":0.39117,"shape_lwr_ch_1":2.70932,"shape_p_2_a_ch_1":4.21182,"skew_inten_ch_1":1.16196,"skew_inten_ch_3":1.18986,"skew_inten_ch_4":0.48419,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":54044,"total_inten_ch_2":19998,"total_inten_ch_3":128837,"total_inten_ch_4":86626,"var_inten_ch_1":151.48767,"var_inten_ch_3":389.08206,"var_inten_ch_4":235.6178,"width_ch_1":17.87346}
{"case":"Test","class":"PS","angle_ch_1":157.69825,"area_ch_1":165,"avg_inten_ch_1":161.53797,"avg_inten_ch_2":539.42405,"avg_inten_ch_3":175.29747,"avg_inten_ch_4":325.76582,"convex_hull_area_ratio_ch_1":1.04545,"convex_hull_perim_ratio_ch_1":0.96945,"diff_inten_density_ch_1":75.13937,"diff_inten_density_ch_3":132.26132,"diff_inten_density_ch_4":283.79443,"entropy_inten_ch_1":6.56768,"entropy_inten_ch_3":6.60013,"entropy_inten_ch_4":5.99924,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":1.254,"eq_ellipse_oblate_vol_ch_1":181.90978,"eq_ellipse_prolate_vol_ch_1":145.06355,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.66875,"fiber_align_2_ch_4":1.0926,"fiber_length_ch_1":12.74617,"fiber_width_ch_1":12.74617,"inten_cooc_asm_ch_3":0.01015,"inten_cooc_asm_ch_4":0.03745,"inten_cooc_contrast_ch_3":14.62796,"inten_cooc_contrast_ch_4":12.39003,"inten_cooc_entropy_ch_3":7.09928,"inten_cooc_entropy_ch_4":6.30897,"inten_cooc_max_ch_3":0.06294,"inten_cooc_max_ch_4":0.18881,"kurt_inten_ch_1":0.48756,"kurt_inten_ch_3":0.00901,"kurt_inten_ch_4":-0.81533,"length_ch_1":17.31656,"neighbor_avg_dist_ch_1":197.21204,"neighbor_min_dist_ch_1":30.71429,"neighbor_var_dist_ch_1":76.54096,"perim_ch_1":50.98468,"shape_bfr_ch_1":0.66293,"shape_lwr_ch_1":1.20031,"shape_p_2_a_ch_1":1.19604,"skew_inten_ch_1":-0.78173,"skew_inten_ch_3":0.66203,"skew_inten_ch_4":0.5571,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":25523,"total_inten_ch_2":85072,"total_inten_ch_3":27697,"total_inten_ch_4":51471,"var_inten_ch_1":54.25195,"var_inten_ch_3":127.61213,"var_inten_ch_4":304.55573,"width_ch_1":14.42673}
{"case":"Test","class":"PS","angle_ch_1":113.69441,"area_ch_1":1125,"avg_inten_ch_1":57.29795,"avg_inten_ch_2":113.96834,"avg_inten_ch_3":41.56145,"avg_inten_ch_4":20.10149,"convex_hull_area_ratio_ch_1":1.86819,"convex_hull_perim_ratio_ch_1":0.74476,"diff_inten_density_ch_1":55.36419,"diff_inten_density_ch_3":39.88833,"diff_inten_density_ch_4":20.81388,"entropy_inten_ch_1":6.97278,"entropy_inten_ch_3":4.2657,"entropy_inten_ch_4":3.99882,"eq_circ_diam_ch_1":37.85963,"eq_ellipse_lwr_ch_1":3.12267,"eq_ellipse_oblate_vol_ch_1":5087.34282,"eq_ellipse_prolate_vol_ch_1":1629.16451,"eq_sphere_area_ch_1":4503.0068,"eq_sphere_vol_ch_1":28413.69523,"fiber_align_2_ch_3":1.75778,"fiber_align_2_ch_4":1.63406,"fiber_length_ch_1":126.85113,"fiber_width_ch_1":9.24643,"inten_cooc_asm_ch_3":0.20032,"inten_cooc_asm_ch_4":0.22894,"inten_cooc_contrast_ch_3":2.63305,"inten_cooc_contrast_ch_4":3.40931,"inten_cooc_entropy_ch_3":4.24924,"inten_cooc_entropy_ch_4":4.21149,"inten_cooc_max_ch_3":0.43996,"inten_cooc_max_ch_4":0.47325,"kurt_inten_ch_1":6.45056,"kurt_inten_ch_3":4.06213,"kurt_inten_ch_4":4.29472,"length_ch_1":83.29634,"neighbor_avg_dist_ch_1":184.59514,"neighbor_min_dist_ch_1":33.33282,"neighbor_var_dist_ch_1":66.36828,"perim_ch_1":272.19513,"shape_bfr_ch_1":0.31178,"shape_lwr_ch_1":1.92158,"shape_p_2_a_ch_1":5.02666,"skew_inten_ch_1":1.74373,"skew_inten_ch_3":2.26046,"skew_inten_ch_4":2.0585,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":27,"total_inten_ch_1":61538,"total_inten_ch_2":121329,"total_inten_ch_3":44637,"total_inten_ch_4":21589,"var_inten_ch_1":42.80155,"var_inten_ch_3":85.09004,"var_inten_ch_4":32.66132,"width_ch_1":43.34791}
{"case":"Test","class":"WS","angle_ch_1":113.97728,"area_ch_1":718,"avg_inten_ch_1":29.12701,"avg_inten_ch_2":107.31533,"avg_inten_ch_3":37.91533,"avg_inten_ch_4":190.10657,"convex_hull_area_ratio_ch_1":1.41852,"convex_hull_perim_ratio_ch_1":0.7582,"diff_inten_density_ch_1":42.43444,"diff_inten_density_ch_3":32.01896,"diff_inten_density_ch_4":109.01896,"entropy_inten_ch_1":5.97193,"entropy_inten_ch_3":6.16693,"entropy_inten_ch_4":7.53049,"eq_circ_diam_ch_1":30.23566,"eq_ellipse_lwr_ch_1":1.75105,"eq_ellipse_oblate_vol_ch_1":1940.47137,"eq_ellipse_prolate_vol_ch_1":1108.17303,"eq_sphere_area_ch_1":2872.02948,"eq_sphere_vol_ch_1":14472.95304,"fiber_align_2_ch_3":1.39515,"fiber_align_2_ch_4":1.24299,"fiber_length_ch_1":73.55784,"fiber_width_ch_1":10.23137,"inten_cooc_asm_ch_3":0.01615,"inten_cooc_asm_ch_4":0.01763,"inten_cooc_contrast_ch_3":9.97771,"inten_cooc_contrast_ch_4":5.78204,"inten_cooc_entropy_ch_3":7.1746,"inten_cooc_entropy_ch_4":6.85814,"inten_cooc_max_ch_3":0.10285,"inten_cooc_max_ch_4":0.11041,"kurt_inten_ch_1":10.05312,"kurt_inten_ch_3":46.24351,"kurt_inten_ch_4":-0.56199,"length_ch_1":46.35963,"neighbor_avg_dist_ch_1":258.57668,"neighbor_min_dist_ch_1":28.11285,"neighbor_var_dist_ch_1":115.55986,"perim_ch_1":167.57841,"shape_bfr_ch_1":0.49503,"shape_lwr_ch_1":1.48179,"shape_p_2_a_ch_1":2.96935,"skew_inten_ch_1":2.20273,"skew_inten_ch_3":5.16075,"skew_inten_ch_4":0.71809,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":19952,"total_inten_ch_2":72827,"total_inten_ch_3":25972,"total_inten_ch_4":130223,"var_inten_ch_1":24.16132,"var_inten_ch_3":46.35066,"var_inten_ch_4":174.00723,"width_ch_1":31.28628}
{"case":"Train","class":"PS","angle_ch_1":3.94581,"area_ch_1":309,"avg_inten_ch_1":431.74237,"avg_inten_ch_2":496.72203,"avg_inten_ch_3":145.61017,"avg_inten_ch_4":772.64407,"convex_hull_area_ratio_ch_1":1.09002,"convex_hull_perim_ratio_ch_1":0.9459,"diff_inten_density_ch_1":149.32967,"diff_inten_density_ch_3":78.8022,"diff_inten_density_ch_4":375.32601,"entropy_inten_ch_1":7.90627,"entropy_inten_ch_3":6.95141,"entropy_inten_ch_4":7.8629,"eq_circ_diam_ch_1":19.84199,"eq_ellipse_lwr_ch_1":2.11466,"eq_ellipse_oblate_vol_ch_1":602.66307,"eq_ellipse_prolate_vol_ch_1":284.99325,"eq_sphere_area_ch_1":1236.85941,"eq_sphere_vol_ch_1":4090.29207,"fiber_align_2_ch_3":1.50166,"fiber_align_2_ch_4":1.45608,"fiber_length_ch_1":26.80339,"fiber_width_ch_1":11.94703,"inten_cooc_asm_ch_3":0.01562,"inten_cooc_asm_ch_4":0.00866,"inten_cooc_contrast_ch_3":7.81287,"inten_cooc_contrast_ch_4":8.50077,"inten_cooc_entropy_ch_3":6.83547,"inten_cooc_entropy_ch_4":7.16976,"inten_cooc_max_ch_3":0.09665,"inten_cooc_max_ch_4":0.02602,"kurt_inten_ch_1":-0.67748,"kurt_inten_ch_3":3.06517,"kurt_inten_ch_4":1.36098,"length_ch_1":27.11956,"neighbor_avg_dist_ch_1":321.94939,"neighbor_min_dist_ch_1":32.7779,"neighbor_var_dist_ch_1":130.72438,"perim_ch_1":77.50083,"shape_bfr_ch_1":0.78007,"shape_lwr_ch_1":1.8554,"shape_p_2_a_ch_1":1.49263,"skew_inten_ch_1":0.04689,"skew_inten_ch_3":1.4601,"skew_inten_ch_4":1.27193,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":127364,"total_inten_ch_2":146239,"total_inten_ch_3":42955,"total_inten_ch_4":227930,"var_inten_ch_1":214.97297,"var_inten_ch_3":120.45549,"var_inten_ch_4":586.84927,"width_ch_1":14.61655}
{"case":"Train","class":"WS","angle_ch_1":160.08319,"area_ch_1":242,"avg_inten_ch_1":198.57576,"avg_inten_ch_2":657.15584,"avg_inten_ch_3":170.47186,"avg_inten_ch_4":771.5974,"convex_hull_area_ratio_ch_1":1.02708,"convex_hull_perim_ratio_ch_1":0.9688,"diff_inten_density_ch_1":90.5082,"diff_inten_density_ch_3":99.68384,"diff_inten_density_ch_4":531.3466,"entropy_inten_ch_1":7.37114,"entropy_inten_ch_3":6.97573,"entropy_inten_ch_4":7.2094,"eq_circ_diam_ch_1":17.55821,"eq_ellipse_lwr_ch_1":1.24906,"eq_ellipse_oblate_vol_ch_1":320.94588,"eq_ellipse_prolate_vol_ch_1":256.94918,"eq_sphere_area_ch_1":968.52381,"eq_sphere_vol_ch_1":2834.25725,"fiber_align_2_ch_3":1.52573,"fiber_align_2_ch_4":1.0749,"fiber_length_ch_1":15.21786,"fiber_width_ch_1":15.21786,"inten_cooc_asm_ch_3":0.01074,"inten_cooc_asm_ch_4":0.01135,"inten_cooc_contrast_ch_3":6.22233,"inten_cooc_contrast_ch_4":13.41412,"inten_cooc_entropy_ch_3":6.95503,"inten_cooc_entropy_ch_4":7.04484,"inten_cooc_max_ch_3":0.0566,"inten_cooc_max_ch_4":0.07075,"kurt_inten_ch_1":-1.21183,"kurt_inten_ch_3":-0.80954,"kurt_inten_ch_4":-1.1683,"length_ch_1":21.4278,"neighbor_avg_dist_ch_1":212.06187,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":80.64767,"perim_ch_1":60.87146,"shape_bfr_ch_1":0.65908,"shape_lwr_ch_1":1.2498,"shape_p_2_a_ch_1":1.1721,"skew_inten_ch_1":-0.01777,"skew_inten_ch_3":0.70135,"skew_inten_ch_4":0.17464,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":45871,"total_inten_ch_2":151573,"total_inten_ch_3":39379,"total_inten_ch_4":178239,"var_inten_ch_1":112.69843,"var_inten_ch_3":159.23374,"var_inten_ch_4":556.42267,"width_ch_1":17.14501}
{"case":"Train","class":"PS","angle_ch_1":20.76683,"area_ch_1":1629,"avg_inten_ch_1":472.71254,"avg_inten_ch_2":234.09582,"avg_inten_ch_3":106.67781,"avg_inten_ch_4":334.1492,"convex_hull_area_ratio_ch_1":1.17556,"convex_hull_perim_ratio_ch_1":0.87708,"diff_inten_density_ch_1":178.72143,"diff_inten_density_ch_3":81.86438,"diff_inten_density_ch_4":201.63979,"entropy_inten_ch_1":9.4757,"entropy_inten_ch_3":5.05467,"entropy_inten_ch_4":7.09377,"eq_circ_diam_ch_1":45.55535,"eq_ellipse_lwr_ch_1":1.52509,"eq_ellipse_oblate_vol_ch_1":6193.91847,"eq_ellipse_prolate_vol_ch_1":4061.33484,"eq_sphere_area_ch_1":6519.71655,"eq_sphere_vol_ch_1":49501.33207,"fiber_align_2_ch_3":1.31975,"fiber_align_2_ch_4":1.1128,"fiber_length_ch_1":74.45766,"fiber_width_ch_1":22.23207,"inten_cooc_asm_ch_3":0.22177,"inten_cooc_asm_ch_4":0.0924,"inten_cooc_contrast_ch_3":2.13841,"inten_cooc_contrast_ch_4":4.16791,"inten_cooc_entropy_ch_3":4.16843,"inten_cooc_entropy_ch_4":5.64012,"inten_cooc_max_ch_3":0.46524,"inten_cooc_max_ch_4":0.29568,"kurt_inten_ch_1":-0.45676,"kurt_inten_ch_3":8.98566,"kurt_inten_ch_4":1.44182,"length_ch_1":64.96124,"neighbor_avg_dist_ch_1":283.92078,"neighbor_min_dist_ch_1":37.54744,"neighbor_var_dist_ch_1":118.21664,"perim_ch_1":193.37945,"shape_bfr_ch_1":0.55894,"shape_lwr_ch_1":1.44711,"shape_p_2_a_ch_1":1.79771,"skew_inten_ch_1":0.57045,"skew_inten_ch_3":2.85005,"skew_inten_ch_4":1.37438,"spot_fiber_count_ch_3":9,"spot_fiber_count_ch_4":23,"total_inten_ch_1":735068,"total_inten_ch_2":362465,"total_inten_ch_3":165884,"total_inten_ch_4":519602,"var_inten_ch_1":341.08319,"var_inten_ch_3":207.44078,"var_inten_ch_4":394.17262,"width_ch_1":44.89025}
{"case":"Test","class":"WS","angle_ch_1":6.40194,"area_ch_1":354,"avg_inten_ch_1":121.00592,"avg_inten_ch_2":222.72189,"avg_inten_ch_3":150.27811,"avg_inten_ch_4":334.71302,"convex_hull_area_ratio_ch_1":1.02586,"convex_hull_perim_ratio_ch_1":0.9653,"diff_inten_density_ch_1":61.70866,"diff_inten_density_ch_3":54.25984,"diff_inten_density_ch_4":195.12283,"entropy_inten_ch_1":7.1503,"entropy_inten_ch_3":7.19644,"entropy_inten_ch_4":7.17677,"eq_circ_diam_ch_1":21.23893,"eq_ellipse_lwr_ch_1":1.04865,"eq_ellipse_oblate_vol_ch_1":520.49005,"eq_ellipse_prolate_vol_ch_1":496.34171,"eq_sphere_area_ch_1":1417.14739,"eq_sphere_vol_ch_1":5016.44836,"fiber_align_2_ch_3":1.43206,"fiber_align_2_ch_4":1.19238,"fiber_length_ch_1":17.98943,"fiber_width_ch_1":17.98943,"inten_cooc_asm_ch_3":0.00748,"inten_cooc_asm_ch_4":0.02514,"inten_cooc_contrast_ch_3":12.5437,"inten_cooc_contrast_ch_4":8.11736,"inten_cooc_entropy_ch_3":7.44573,"inten_cooc_entropy_ch_4":6.79191,"inten_cooc_max_ch_3":0.03459,"inten_cooc_max_ch_4":0.1388,"kurt_inten_ch_1":-0.53766,"kurt_inten_ch_3":-0.64258,"kurt_inten_ch_4":-1.12377,"length_ch_1":21.82256,"neighbor_avg_dist_ch_1":277.84385,"neighbor_min_dist_ch_1":53.20855,"neighbor_var_dist_ch_1":101.14024,"perim_ch_1":71.95771,"shape_bfr_ch_1":0.77186,"shape_lwr_ch_1":1.03752,"shape_p_2_a_ch_1":1.1296,"skew_inten_ch_1":-0.18011,"skew_inten_ch_3":0.13457,"skew_inten_ch_4":0.22031,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":40900,"total_inten_ch_2":74943,"total_inten_ch_3":50794,"total_inten_ch_4":113133,"var_inten_ch_1":53.52929,"var_inten_ch_3":58.72244,"var_inten_ch_4":253.07114,"width_ch_1":21.03345}
{"case":"Test","class":"PS","angle_ch_1":127.70766,"area_ch_1":354,"avg_inten_ch_1":36.55621,"avg_inten_ch_2":194.44675,"avg_inten_ch_3":42.73373,"avg_inten_ch_4":97.20118,"convex_hull_area_ratio_ch_1":1.49965,"convex_hull_perim_ratio_ch_1":0.81247,"diff_inten_density_ch_1":43.27303,"diff_inten_density_ch_3":35.96053,"diff_inten_density_ch_4":71.1875,"entropy_inten_ch_1":6.16677,"entropy_inten_ch_3":4.39463,"entropy_inten_ch_4":6.03724,"eq_circ_diam_ch_1":21.23893,"eq_ellipse_lwr_ch_1":1.87276,"eq_ellipse_oblate_vol_ch_1":695.56437,"eq_ellipse_prolate_vol_ch_1":371.41195,"eq_sphere_area_ch_1":1417.14739,"eq_sphere_vol_ch_1":5016.44836,"fiber_align_2_ch_3":1.41736,"fiber_align_2_ch_4":1.57116,"fiber_length_ch_1":48.92032,"fiber_width_ch_1":7.64387,"inten_cooc_asm_ch_3":0.18548,"inten_cooc_asm_ch_4":0.05497,"inten_cooc_contrast_ch_3":2.37497,"inten_cooc_contrast_ch_4":6.04129,"inten_cooc_entropy_ch_3":4.40011,"inten_cooc_entropy_ch_4":6.07239,"inten_cooc_max_ch_3":0.42718,"inten_cooc_max_ch_4":0.23625,"kurt_inten_ch_1":3.10857,"kurt_inten_ch_3":7.62124,"kurt_inten_ch_4":-0.49072,"length_ch_1":34.10061,"neighbor_avg_dist_ch_1":250.90449,"neighbor_min_dist_ch_1":18.31446,"neighbor_var_dist_ch_1":122.11647,"perim_ch_1":113.12837,"shape_bfr_ch_1":0.47507,"shape_lwr_ch_1":1.55928,"shape_p_2_a_ch_1":2.72351,"skew_inten_ch_1":1.31473,"skew_inten_ch_3":2.64769,"skew_inten_ch_4":0.71116,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":12356,"total_inten_ch_2":65386,"total_inten_ch_3":14444,"total_inten_ch_4":32854,"var_inten_ch_1":27.13921,"var_inten_ch_3":78.19347,"var_inten_ch_4":96.372,"width_ch_1":21.86942}
{"case":"Train","class":"PS","angle_ch_1":74.31029,"area_ch_1":259,"avg_inten_ch_1":43.70968,"avg_inten_ch_2":2.08468,"avg_inten_ch_3":102.28226,"avg_inten_ch_4":5.05242,"convex_hull_area_ratio_ch_1":1.34093,"convex_hull_perim_ratio_ch_1":0.89137,"diff_inten_density_ch_1":45.01822,"diff_inten_density_ch_3":67.72437,"diff_inten_density_ch_4":7.94761,"entropy_inten_ch_1":6.32641,"entropy_inten_ch_3":7.16727,"entropy_inten_ch_4":1.68521,"eq_circ_diam_ch_1":18.19282,"eq_ellipse_lwr_ch_1":4.00032,"eq_ellipse_oblate_vol_ch_1":638.91961,"eq_ellipse_prolate_vol_ch_1":159.71729,"eq_sphere_area_ch_1":1039.80045,"eq_sphere_vol_ch_1":3152.81739,"fiber_align_2_ch_3":1.82146,"fiber_align_2_ch_4":1.61015,"fiber_length_ch_1":42.33067,"fiber_width_ch_1":6.51856,"inten_cooc_asm_ch_3":0.00747,"inten_cooc_asm_ch_4":0.56306,"inten_cooc_contrast_ch_3":14.96097,"inten_cooc_contrast_ch_4":0.68648,"inten_cooc_entropy_ch_3":7.38581,"inten_cooc_entropy_ch_4":1.80709,"inten_cooc_max_ch_3":0.03097,"inten_cooc_max_ch_4":0.76106,"kurt_inten_ch_1":-0.27305,"kurt_inten_ch_3":-0.43188,"kurt_inten_ch_4":16.58414,"length_ch_1":38.37432,"neighbor_avg_dist_ch_1":238.56799,"neighbor_min_dist_ch_1":22.89308,"neighbor_var_dist_ch_1":96.16288,"perim_ch_1":97.69846,"shape_bfr_ch_1":0.53373,"shape_lwr_ch_1":3.02355,"shape_p_2_a_ch_1":2.75268,"skew_inten_ch_1":0.52862,"skew_inten_ch_3":0.50298,"skew_inten_ch_4":3.89493,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":10840,"total_inten_ch_2":270,"total_inten_ch_3":25366,"total_inten_ch_4":1253,"var_inten_ch_1":26.99306,"var_inten_ch_3":63.76615,"var_inten_ch_4":14.6365,"width_ch_1":12.69181}
{"case":"Train","class":"PS","angle_ch_1":90.70479,"area_ch_1":501,"avg_inten_ch_1":58.24895,"avg_inten_ch_2":65.09623,"avg_inten_ch_3":123.49163,"avg_inten_ch_4":89.44351,"convex_hull_area_ratio_ch_1":2.79264,"convex_hull_perim_ratio_ch_1":0.72046,"diff_inten_density_ch_1":67.64382,"diff_inten_density_ch_3":135.71971,"diff_inten_density_ch_4":102.79192,"entropy_inten_ch_1":6.89018,"entropy_inten_ch_3":7.47485,"entropy_inten_ch_4":5.55922,"eq_circ_diam_ch_1":25.25737,"eq_ellipse_lwr_ch_1":2.14307,"eq_ellipse_oblate_vol_ch_1":1251.35925,"eq_ellipse_prolate_vol_ch_1":583.90848,"eq_sphere_area_ch_1":2004.13152,"eq_sphere_vol_ch_1":8436.51612,"fiber_align_2_ch_3":1.68512,"fiber_align_2_ch_4":1.72641,"fiber_length_ch_1":112.54193,"fiber_width_ch_1":4.80589,"inten_cooc_asm_ch_3":0.00686,"inten_cooc_asm_ch_4":0.06908,"inten_cooc_contrast_ch_3":22.67971,"inten_cooc_contrast_ch_4":8.95269,"inten_cooc_entropy_ch_3":7.72367,"inten_cooc_entropy_ch_4":5.93983,"inten_cooc_max_ch_3":0.04433,"inten_cooc_max_ch_4":0.25369,"kurt_inten_ch_1":0.68145,"kurt_inten_ch_3":0.83593,"kurt_inten_ch_4":5.67165,"length_ch_1":61.24761,"neighbor_avg_dist_ch_1":218.62798,"neighbor_min_dist_ch_1":27.85063,"neighbor_var_dist_ch_1":81.76737,"perim_ch_1":234.69563,"shape_bfr_ch_1":0.19443,"shape_lwr_ch_1":1.45572,"shape_p_2_a_ch_1":8.10419,"skew_inten_ch_1":0.96629,"skew_inten_ch_3":1.05862,"skew_inten_ch_4":2.52945,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":16,"total_inten_ch_1":27843,"total_inten_ch_2":30639,"total_inten_ch_3":59029,"total_inten_ch_4":42754,"var_inten_ch_1":47.52897,"var_inten_ch_3":106.2946,"var_inten_ch_4":171.83823,"width_ch_1":42.07376}
{"case":"Test","class":"PS","angle_ch_1":91.53696,"area_ch_1":422,"avg_inten_ch_1":41.90819,"avg_inten_ch_2":62.40695,"avg_inten_ch_3":68.88089,"avg_inten_ch_4":45.43424,"convex_hull_area_ratio_ch_1":1.30409,"convex_hull_perim_ratio_ch_1":0.85336,"diff_inten_density_ch_1":46.36671,"diff_inten_density_ch_3":52.47767,"diff_inten_density_ch_4":32.17727,"entropy_inten_ch_1":6.31736,"entropy_inten_ch_3":6.59715,"entropy_inten_ch_4":6.04901,"eq_circ_diam_ch_1":23.19139,"eq_ellipse_lwr_ch_1":2.57503,"eq_ellipse_oblate_vol_ch_1":1061.86801,"eq_ellipse_prolate_vol_ch_1":412.37061,"eq_sphere_area_ch_1":1689.67574,"eq_sphere_vol_ch_1":6530.98769,"fiber_align_2_ch_3":1.7167,"fiber_align_2_ch_4":1.63765,"fiber_length_ch_1":47.72543,"fiber_width_ch_1":9.26283,"inten_cooc_asm_ch_3":0.00961,"inten_cooc_asm_ch_4":0.02277,"inten_cooc_contrast_ch_3":16.81082,"inten_cooc_contrast_ch_4":9.87251,"inten_cooc_entropy_ch_3":7.41134,"inten_cooc_entropy_ch_4":6.90533,"inten_cooc_max_ch_3":0.06933,"inten_cooc_max_ch_4":0.13187,"kurt_inten_ch_1":-0.567,"kurt_inten_ch_3":-0.72843,"kurt_inten_ch_4":-0.97986,"length_ch_1":40.10643,"neighbor_avg_dist_ch_1":254.04399,"neighbor_min_dist_ch_1":34.09455,"neighbor_var_dist_ch_1":108.8802,"perim_ch_1":113.97652,"shape_bfr_ch_1":0.56005,"shape_lwr_ch_1":2.1326,"shape_p_2_a_ch_1":2.33843,"skew_inten_ch_1":0.28404,"skew_inten_ch_3":0.14544,"skew_inten_ch_4":0.27614,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":16889,"total_inten_ch_2":24748,"total_inten_ch_3":27759,"total_inten_ch_4":18310,"var_inten_ch_1":24.49082,"var_inten_ch_3":45.83995,"var_inten_ch_4":35.38379,"width_ch_1":18.80639}
{"case":"Test","class":"PS","angle_ch_1":52.59224,"area_ch_1":319,"avg_inten_ch_1":30.92459,"avg_inten_ch_2":2.53443,"avg_inten_ch_3":71.02295,"avg_inten_ch_4":55.86557,"convex_hull_area_ratio_ch_1":1.39846,"convex_hull_perim_ratio_ch_1":0.89512,"diff_inten_density_ch_1":38.52574,"diff_inten_density_ch_3":55.55515,"diff_inten_density_ch_4":41.98162,"entropy_inten_ch_1":5.99104,"entropy_inten_ch_3":6.81459,"entropy_inten_ch_4":5.26387,"eq_circ_diam_ch_1":20.17549,"eq_ellipse_lwr_ch_1":3.84021,"eq_ellipse_oblate_vol_ch_1":853.78527,"eq_ellipse_prolate_vol_ch_1":222.3279,"eq_sphere_area_ch_1":1278.78685,"eq_sphere_vol_ch_1":4300.02574,"fiber_align_2_ch_3":1.84099,"fiber_align_2_ch_4":1.35735,"fiber_length_ch_1":47.71303,"fiber_width_ch_1":7.13978,"inten_cooc_asm_ch_3":0.00674,"inten_cooc_asm_ch_4":0.08878,"inten_cooc_contrast_ch_3":18.37868,"inten_cooc_contrast_ch_4":4.30331,"inten_cooc_entropy_ch_3":7.50664,"inten_cooc_entropy_ch_4":5.5012,"inten_cooc_max_ch_3":0.01838,"inten_cooc_max_ch_4":0.29412,"kurt_inten_ch_1":0.30754,"kurt_inten_ch_3":0.21246,"kurt_inten_ch_4":-0.62935,"length_ch_1":43.62966,"neighbor_avg_dist_ch_1":238.63181,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":107.93803,"perim_ch_1":109.70562,"shape_bfr_ch_1":0.47716,"shape_lwr_ch_1":2.84113,"shape_p_2_a_ch_1":2.81141,"skew_inten_ch_1":0.78793,"skew_inten_ch_3":0.75254,"skew_inten_ch_4":0.78962,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":9432,"total_inten_ch_2":469,"total_inten_ch_3":21662,"total_inten_ch_4":17039,"var_inten_ch_1":21.16286,"var_inten_ch_3":49.35754,"var_inten_ch_4":61.72024,"width_ch_1":15.35647}
{"case":"Test","class":"WS","angle_ch_1":79.25382,"area_ch_1":265,"avg_inten_ch_1":68.58498,"avg_inten_ch_2":264.03557,"avg_inten_ch_3":50.03162,"avg_inten_ch_4":100.4585,"convex_hull_area_ratio_ch_1":1.01249,"convex_hull_perim_ratio_ch_1":0.98481,"diff_inten_density_ch_1":50.431,"diff_inten_density_ch_3":38.04034,"diff_inten_density_ch_4":61.01274,"entropy_inten_ch_1":6.75484,"entropy_inten_ch_3":5.85991,"entropy_inten_ch_4":5.11578,"eq_circ_diam_ch_1":18.3753,"eq_ellipse_lwr_ch_1":1.14649,"eq_ellipse_oblate_vol_ch_1":352.44215,"eq_ellipse_prolate_vol_ch_1":307.40917,"eq_sphere_area_ch_1":1060.76417,"eq_sphere_vol_ch_1":3248.64367,"fiber_align_2_ch_3":1.70595,"fiber_align_2_ch_4":1.3783,"fiber_length_ch_1":15.56165,"fiber_width_ch_1":15.56165,"inten_cooc_asm_ch_3":0.02441,"inten_cooc_asm_ch_4":0.11445,"inten_cooc_contrast_ch_3":9.7493,"inten_cooc_contrast_ch_4":2.67957,"inten_cooc_entropy_ch_3":6.69664,"inten_cooc_entropy_ch_4":5.06405,"inten_cooc_max_ch_3":0.1453,"inten_cooc_max_ch_4":0.34177,"kurt_inten_ch_1":-0.45564,"kurt_inten_ch_3":-0.15438,"kurt_inten_ch_4":-0.8458,"length_ch_1":19.82347,"neighbor_avg_dist_ch_1":249.28492,"neighbor_min_dist_ch_1":36.45682,"neighbor_var_dist_ch_1":109.78554,"perim_ch_1":62.24658,"shape_bfr_ch_1":0.76978,"shape_lwr_ch_1":1.14068,"shape_p_2_a_ch_1":1.13029,"skew_inten_ch_1":0.47525,"skew_inten_ch_3":0.57696,"skew_inten_ch_4":0.79564,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":17352,"total_inten_ch_2":66549,"total_inten_ch_3":12658,"total_inten_ch_4":25416,"var_inten_ch_1":41.92679,"var_inten_ch_3":42.80112,"var_inten_ch_4":117.96366,"width_ch_1":17.3786}
{"case":"Train","class":"WS","angle_ch_1":151.06697,"area_ch_1":440,"avg_inten_ch_1":42.9,"avg_inten_ch_2":145.88333,"avg_inten_ch_3":69.45476,"avg_inten_ch_4":49.4381,"convex_hull_area_ratio_ch_1":1.06651,"convex_hull_perim_ratio_ch_1":0.91939,"diff_inten_density_ch_1":41.15502,"diff_inten_density_ch_3":39.29733,"diff_inten_density_ch_4":34.93393,"entropy_inten_ch_1":6.43322,"entropy_inten_ch_3":5.87813,"entropy_inten_ch_4":6.27345,"eq_circ_diam_ch_1":23.67548,"eq_ellipse_lwr_ch_1":1.30447,"eq_ellipse_oblate_vol_ch_1":804.10328,"eq_ellipse_prolate_vol_ch_1":616.42343,"eq_sphere_area_ch_1":1760.95238,"eq_sphere_vol_ch_1":6948.56671,"fiber_align_2_ch_3":1.46281,"fiber_align_2_ch_4":1.48803,"fiber_length_ch_1":27.04266,"fiber_width_ch_1":16.89956,"inten_cooc_asm_ch_3":0.07739,"inten_cooc_asm_ch_4":0.01248,"inten_cooc_contrast_ch_3":4.34402,"inten_cooc_contrast_ch_4":10.15959,"inten_cooc_entropy_ch_3":5.72209,"inten_cooc_entropy_ch_4":7.17225,"inten_cooc_max_ch_3":0.26972,"inten_cooc_max_ch_4":0.07888,"kurt_inten_ch_1":0.25153,"kurt_inten_ch_3":-0.21465,"kurt_inten_ch_4":-0.99831,"length_ch_1":29.24028,"neighbor_avg_dist_ch_1":236.03773,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":96.84907,"perim_ch_1":87.88444,"shape_bfr_ch_1":0.64953,"shape_lwr_ch_1":1.26146,"shape_p_2_a_ch_1":1.34489,"skew_inten_ch_1":0.68033,"skew_inten_ch_3":0.70086,"skew_inten_ch_4":0.27269,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":18018,"total_inten_ch_2":60852,"total_inten_ch_3":29171,"total_inten_ch_4":20764,"var_inten_ch_1":27.30235,"var_inten_ch_3":65.81573,"var_inten_ch_4":37.0014,"width_ch_1":23.17966}
{"case":"Test","class":"WS","angle_ch_1":133.71714,"area_ch_1":186,"avg_inten_ch_1":105.53371,"avg_inten_ch_2":577.43258,"avg_inten_ch_3":184.12921,"avg_inten_ch_4":275.2809,"convex_hull_area_ratio_ch_1":1.02139,"convex_hull_perim_ratio_ch_1":0.98152,"diff_inten_density_ch_1":77.84923,"diff_inten_density_ch_3":153.10462,"diff_inten_density_ch_4":181.71385,"entropy_inten_ch_1":6.21669,"entropy_inten_ch_3":4.6637,"entropy_inten_ch_4":6.541,"eq_circ_diam_ch_1":15.4129,"eq_ellipse_lwr_ch_1":1.14308,"eq_ellipse_oblate_vol_ch_1":207.67778,"eq_ellipse_prolate_vol_ch_1":181.68249,"eq_sphere_area_ch_1":746.30839,"eq_sphere_vol_ch_1":1917.12883,"fiber_align_2_ch_3":1.63939,"fiber_align_2_ch_4":1.47545,"fiber_length_ch_1":13.17025,"fiber_width_ch_1":13.17025,"inten_cooc_asm_ch_3":0.17096,"inten_cooc_asm_ch_4":0.02184,"inten_cooc_contrast_ch_3":3.1401,"inten_cooc_contrast_ch_4":12.07254,"inten_cooc_entropy_ch_3":4.59134,"inten_cooc_entropy_ch_4":6.74118,"inten_cooc_max_ch_3":0.40741,"inten_cooc_max_ch_4":0.12346,"kurt_inten_ch_1":1.14444,"kurt_inten_ch_3":1.55949,"kurt_inten_ch_4":-1.22201,"length_ch_1":16.75996,"neighbor_avg_dist_ch_1":230.57495,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":104.63839,"perim_ch_1":52.68098,"shape_bfr_ch_1":0.72548,"shape_lwr_ch_1":1.09222,"shape_p_2_a_ch_1":1.12672,"skew_inten_ch_1":1.28543,"skew_inten_ch_3":1.5224,"skew_inten_ch_4":0.14799,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":18785,"total_inten_ch_2":102606,"total_inten_ch_3":32775,"total_inten_ch_4":49000,"var_inten_ch_1":112.16196,"var_inten_ch_3":259.95041,"var_inten_ch_4":207.37912,"width_ch_1":15.34486}
{"case":"Test","class":"PS","angle_ch_1":111.32337,"area_ch_1":453,"avg_inten_ch_1":26.06005,"avg_inten_ch_2":146.29561,"avg_inten_ch_3":41.75982,"avg_inten_ch_4":73.68591,"convex_hull_area_ratio_ch_1":1.24234,"convex_hull_perim_ratio_ch_1":0.8917,"diff_inten_density_ch_1":39.47323,"diff_inten_density_ch_3":38.26526,"diff_inten_density_ch_4":51.83437,"entropy_inten_ch_1":5.73595,"entropy_inten_ch_3":6.19147,"entropy_inten_ch_4":5.70427,"eq_circ_diam_ch_1":24.0391,"eq_ellipse_lwr_ch_1":1.42707,"eq_ellipse_oblate_vol_ch_1":880.39221,"eq_ellipse_prolate_vol_ch_1":616.92248,"eq_sphere_area_ch_1":1815.45805,"eq_sphere_vol_ch_1":7273.66241,"fiber_align_2_ch_3":1.64955,"fiber_align_2_ch_4":1.36377,"fiber_length_ch_1":43.03937,"fiber_width_ch_1":10.92891,"inten_cooc_asm_ch_3":0.01221,"inten_cooc_asm_ch_4":0.0853,"inten_cooc_contrast_ch_3":13.95835,"inten_cooc_contrast_ch_4":5.04631,"inten_cooc_entropy_ch_3":7.20599,"inten_cooc_entropy_ch_4":5.69238,"inten_cooc_max_ch_3":0.07481,"inten_cooc_max_ch_4":0.29104,"kurt_inten_ch_1":1.88929,"kurt_inten_ch_3":3.35178,"kurt_inten_ch_4":-0.89454,"length_ch_1":33.19629,"neighbor_avg_dist_ch_1":299.62511,"neighbor_min_dist_ch_1":45.66007,"neighbor_var_dist_ch_1":125.80665,"perim_ch_1":107.93656,"shape_bfr_ch_1":0.48494,"shape_lwr_ch_1":1.17745,"shape_p_2_a_ch_1":1.97098,"skew_inten_ch_1":1.1047,"skew_inten_ch_3":1.75397,"skew_inten_ch_4":0.63087,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":11284,"total_inten_ch_2":62914,"total_inten_ch_3":18082,"total_inten_ch_4":31906,"var_inten_ch_1":21.44699,"var_inten_ch_3":45.06093,"var_inten_ch_4":76.46689,"width_ch_1":28.19339}
{"case":"Train","class":"PS","angle_ch_1":142.2689,"area_ch_1":557,"avg_inten_ch_1":19.07331,"avg_inten_ch_2":113.68797,"avg_inten_ch_3":22.92857,"avg_inten_ch_4":123.03571,"convex_hull_area_ratio_ch_1":1.30572,"convex_hull_perim_ratio_ch_1":0.84367,"diff_inten_density_ch_1":34.45214,"diff_inten_density_ch_3":18.41955,"diff_inten_density_ch_4":70.05906,"entropy_inten_ch_1":5.32107,"entropy_inten_ch_3":5.24202,"entropy_inten_ch_4":6.54912,"eq_circ_diam_ch_1":26.64588,"eq_ellipse_lwr_ch_1":1.47639,"eq_ellipse_oblate_vol_ch_1":1219.52066,"eq_ellipse_prolate_vol_ch_1":826.01672,"eq_sphere_area_ch_1":2230.53968,"eq_sphere_vol_ch_1":9905.7815,"fiber_align_2_ch_3":1.09909,"fiber_align_2_ch_4":1.39451,"fiber_length_ch_1":58.19834,"fiber_width_ch_1":10.00038,"inten_cooc_asm_ch_3":0.04344,"inten_cooc_asm_ch_4":0.05323,"inten_cooc_contrast_ch_3":9.03761,"inten_cooc_contrast_ch_4":5.04152,"inten_cooc_entropy_ch_3":6.47597,"inten_cooc_entropy_ch_4":6.18029,"inten_cooc_max_ch_3":0.19713,"inten_cooc_max_ch_4":0.22626,"kurt_inten_ch_1":-0.28024,"kurt_inten_ch_3":0.00221,"kurt_inten_ch_4":-1.01899,"length_ch_1":42.27775,"neighbor_avg_dist_ch_1":218.82018,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":91.83334,"perim_ch_1":136.39743,"shape_bfr_ch_1":0.43315,"shape_lwr_ch_1":1.3884,"shape_p_2_a_ch_1":2.54374,"skew_inten_ch_1":0.65616,"skew_inten_ch_3":0.6731,"skew_inten_ch_4":0.43718,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":10147,"total_inten_ch_2":59951,"total_inten_ch_3":12198,"total_inten_ch_4":65455,"var_inten_ch_1":16.30963,"var_inten_ch_3":20.51724,"var_inten_ch_4":110.8934,"width_ch_1":30.45068}
{"case":"Train","class":"PS","angle_ch_1":175.32154,"area_ch_1":213,"avg_inten_ch_1":31.32353,"avg_inten_ch_2":198.88235,"avg_inten_ch_3":14.7549,"avg_inten_ch_4":79.27451,"convex_hull_area_ratio_ch_1":1.04368,"convex_hull_perim_ratio_ch_1":0.94797,"diff_inten_density_ch_1":44.69892,"diff_inten_density_ch_3":13.39785,"diff_inten_density_ch_4":42.45161,"entropy_inten_ch_1":5.806,"entropy_inten_ch_3":4.11701,"entropy_inten_ch_4":4.96543,"eq_circ_diam_ch_1":16.5002,"eq_ellipse_lwr_ch_1":1.71171,"eq_ellipse_oblate_vol_ch_1":311.80373,"eq_ellipse_prolate_vol_ch_1":182.1597,"eq_sphere_area_ch_1":855.31973,"eq_sphere_vol_ch_1":2352.1583,"fiber_align_2_ch_3":1.2721,"fiber_align_2_ch_4":1.42033,"fiber_length_ch_1":20.05736,"fiber_width_ch_1":11.06593,"inten_cooc_asm_ch_3":0.15817,"inten_cooc_asm_ch_4":0.13236,"inten_cooc_contrast_ch_3":5.17831,"inten_cooc_contrast_ch_4":3.66437,"inten_cooc_entropy_ch_3":4.72814,"inten_cooc_entropy_ch_4":4.98542,"inten_cooc_max_ch_3":0.4,"inten_cooc_max_ch_4":0.35789,"kurt_inten_ch_1":-0.35115,"kurt_inten_ch_3":0.63098,"kurt_inten_ch_4":-1.09918,"length_ch_1":22.01291,"neighbor_avg_dist_ch_1":257.88917,"neighbor_min_dist_ch_1":34.53745,"neighbor_var_dist_ch_1":94.90775,"perim_ch_1":62.24658,"shape_bfr_ch_1":0.73329,"shape_lwr_ch_1":1.66175,"shape_p_2_a_ch_1":1.38917,"skew_inten_ch_1":0.32959,"skew_inten_ch_3":1.16213,"skew_inten_ch_4":0.42981,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":6390,"total_inten_ch_2":40369,"total_inten_ch_3":3010,"total_inten_ch_4":16172,"var_inten_ch_1":19.55919,"var_inten_ch_3":17.83802,"var_inten_ch_4":77.33422,"width_ch_1":13.24685}
{"case":"Train","class":"PS","angle_ch_1":131.65623,"area_ch_1":487,"avg_inten_ch_1":23.88817,"avg_inten_ch_2":2.05161,"avg_inten_ch_3":48.33118,"avg_inten_ch_4":56.54409,"convex_hull_area_ratio_ch_1":1.49466,"convex_hull_perim_ratio_ch_1":0.80611,"diff_inten_density_ch_1":35.21724,"diff_inten_density_ch_3":38.14758,"diff_inten_density_ch_4":43.83117,"entropy_inten_ch_1":5.68019,"entropy_inten_ch_3":6.2682,"entropy_inten_ch_4":4.66962,"eq_circ_diam_ch_1":24.91155,"eq_ellipse_lwr_ch_1":1.96338,"eq_ellipse_oblate_vol_ch_1":1149.21943,"eq_ellipse_prolate_vol_ch_1":585.3276,"eq_sphere_area_ch_1":1949.62585,"eq_sphere_vol_ch_1":8094.69939,"fiber_align_2_ch_3":1.45837,"fiber_align_2_ch_4":1.39749,"fiber_length_ch_1":57.42327,"fiber_width_ch_1":8.97625,"inten_cooc_asm_ch_3":0.02078,"inten_cooc_asm_ch_4":0.18873,"inten_cooc_contrast_ch_3":10.36758,"inten_cooc_contrast_ch_4":2.27274,"inten_cooc_entropy_ch_3":6.88034,"inten_cooc_entropy_ch_4":4.43429,"inten_cooc_max_ch_3":0.12143,"inten_cooc_max_ch_4":0.4356,"kurt_inten_ch_1":1.682,"kurt_inten_ch_3":1.33732,"kurt_inten_ch_4":1.59344,"length_ch_1":39.19037,"neighbor_avg_dist_ch_1":193.8032,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":89.86126,"perim_ch_1":132.79903,"shape_bfr_ch_1":0.46889,"shape_lwr_ch_1":1.47753,"shape_p_2_a_ch_1":2.72267,"skew_inten_ch_1":1.18549,"skew_inten_ch_3":1.18072,"skew_inten_ch_4":1.48335,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":12,"total_inten_ch_1":11108,"total_inten_ch_2":490,"total_inten_ch_3":22474,"total_inten_ch_4":26293,"var_inten_ch_1":20.99156,"var_inten_ch_3":44.4803,"var_inten_ch_4":80.75149,"width_ch_1":26.52427}
{"case":"Test","class":"PS","angle_ch_1":126.34379,"area_ch_1":151,"avg_inten_ch_1":46.84828,"avg_inten_ch_2":2.03448,"avg_inten_ch_3":114.12414,"avg_inten_ch_4":106.57931,"convex_hull_area_ratio_ch_1":1.19304,"convex_hull_perim_ratio_ch_1":0.85241,"diff_inten_density_ch_1":50.832,"diff_inten_density_ch_3":89.528,"diff_inten_density_ch_4":73.56,"entropy_inten_ch_1":6.11592,"entropy_inten_ch_3":6.45186,"entropy_inten_ch_4":6.12386,"eq_circ_diam_ch_1":13.911,"eq_ellipse_lwr_ch_1":1.96294,"eq_ellipse_oblate_vol_ch_1":200.09101,"eq_ellipse_prolate_vol_ch_1":101.93411,"eq_sphere_area_ch_1":607.94785,"eq_sphere_vol_ch_1":1409.52667,"fiber_align_2_ch_3":1.06751,"fiber_align_2_ch_4":1.69688,"fiber_length_ch_1":26.08224,"fiber_width_ch_1":6.34966,"inten_cooc_asm_ch_3":0.01323,"inten_cooc_asm_ch_4":0.0148,"inten_cooc_contrast_ch_3":13.64055,"inten_cooc_contrast_ch_4":11.62275,"inten_cooc_entropy_ch_3":6.79242,"inten_cooc_entropy_ch_4":6.66577,"inten_cooc_max_ch_3":0.07087,"inten_cooc_max_ch_4":0.0813,"kurt_inten_ch_1":1.84209,"kurt_inten_ch_3":0.27503,"kurt_inten_ch_4":1.28761,"length_ch_1":21.90672,"neighbor_avg_dist_ch_1":232.05697,"neighbor_min_dist_ch_1":55.13383,"neighbor_var_dist_ch_1":95.0898,"perim_ch_1":64.8638,"shape_bfr_ch_1":0.54378,"shape_lwr_ch_1":1.71701,"shape_p_2_a_ch_1":2.02161,"skew_inten_ch_1":1.33723,"skew_inten_ch_3":0.84032,"skew_inten_ch_4":0.66618,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6793,"total_inten_ch_2":151,"total_inten_ch_3":16548,"total_inten_ch_4":15454,"var_inten_ch_1":39.62711,"var_inten_ch_3":87.60852,"var_inten_ch_4":74.79873,"width_ch_1":12.75863}
{"case":"Test","class":"PS","angle_ch_1":25.20533,"area_ch_1":349,"avg_inten_ch_1":45.83483,"avg_inten_ch_2":4.71772,"avg_inten_ch_3":53.63664,"avg_inten_ch_4":45.22523,"convex_hull_area_ratio_ch_1":1.25552,"convex_hull_perim_ratio_ch_1":0.8852,"diff_inten_density_ch_1":54.13765,"diff_inten_density_ch_3":47.49751,"diff_inten_density_ch_4":29.30514,"entropy_inten_ch_1":6.3293,"entropy_inten_ch_3":6.13571,"entropy_inten_ch_4":6.1814,"eq_circ_diam_ch_1":21.08125,"eq_ellipse_lwr_ch_1":3.21317,"eq_ellipse_oblate_vol_ch_1":890.95314,"eq_ellipse_prolate_vol_ch_1":277.28153,"eq_sphere_area_ch_1":1396.18367,"eq_sphere_vol_ch_1":4905.54932,"fiber_align_2_ch_3":1.43333,"fiber_align_2_ch_4":1.46665,"fiber_length_ch_1":44.12504,"fiber_width_ch_1":8.34391,"inten_cooc_asm_ch_3":0.0111,"inten_cooc_asm_ch_4":0.01113,"inten_cooc_contrast_ch_3":11.16075,"inten_cooc_contrast_ch_4":11.60534,"inten_cooc_entropy_ch_3":6.95999,"inten_cooc_entropy_ch_4":7.23681,"inten_cooc_max_ch_3":0.05085,"inten_cooc_max_ch_4":0.07468,"kurt_inten_ch_1":7.597,"kurt_inten_ch_3":10.35549,"kurt_inten_ch_4":-0.97109,"length_ch_1":40.26961,"neighbor_avg_dist_ch_1":234.74667,"neighbor_min_dist_ch_1":31.85348,"neighbor_var_dist_ch_1":88.72152,"perim_ch_1":104.93789,"shape_bfr_ch_1":0.58482,"shape_lwr_ch_1":2.71701,"shape_p_2_a_ch_1":2.38011,"skew_inten_ch_1":2.39913,"skew_inten_ch_3":3.03388,"skew_inten_ch_4":0.14361,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":15263,"total_inten_ch_2":1239,"total_inten_ch_3":17861,"total_inten_ch_4":15060,"var_inten_ch_1":44.02647,"var_inten_ch_3":84.22555,"var_inten_ch_4":31.35834,"width_ch_1":14.82128}
{"case":"Train","class":"WS","angle_ch_1":109.9323,"area_ch_1":157,"avg_inten_ch_1":71.22667,"avg_inten_ch_2":217.07333,"avg_inten_ch_3":0.82,"avg_inten_ch_4":1.59333,"convex_hull_area_ratio_ch_1":1.06032,"convex_hull_perim_ratio_ch_1":0.96271,"diff_inten_density_ch_1":64.74908,"diff_inten_density_ch_3":3.65683,"diff_inten_density_ch_4":3.56089,"entropy_inten_ch_1":6.3094,"entropy_inten_ch_3":0.8507,"entropy_inten_ch_4":0.9198,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.26121,"eq_ellipse_oblate_vol_ch_1":168.75307,"eq_ellipse_prolate_vol_ch_1":133.8028,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.83715,"fiber_length_ch_1":12.59624,"fiber_width_ch_1":12.59624,"inten_cooc_asm_ch_3":0.65287,"inten_cooc_asm_ch_4":0.76689,"inten_cooc_contrast_ch_3":0.54701,"inten_cooc_contrast_ch_4":0.19231,"inten_cooc_entropy_ch_3":1.29584,"inten_cooc_entropy_ch_4":0.92976,"inten_cooc_max_ch_3":0.81752,"inten_cooc_max_ch_4":0.88321,"kurt_inten_ch_1":-0.49988,"kurt_inten_ch_3":51.60852,"kurt_inten_ch_4":29.22134,"length_ch_1":17.1448,"neighbor_avg_dist_ch_1":321.48236,"neighbor_min_dist_ch_1":29.33531,"neighbor_var_dist_ch_1":122.09813,"perim_ch_1":50.38495,"shape_bfr_ch_1":0.63942,"shape_lwr_ch_1":1.19543,"shape_p_2_a_ch_1":1.22369,"skew_inten_ch_1":0.19439,"skew_inten_ch_3":6.54551,"skew_inten_ch_4":5.11973,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10684,"total_inten_ch_2":32412,"total_inten_ch_3":123,"total_inten_ch_4":239,"var_inten_ch_1":36.0252,"var_inten_ch_3":3.35076,"var_inten_ch_4":6.19795,"width_ch_1":14.34196}
{"case":"Test","class":"PS","angle_ch_1":176.55649,"area_ch_1":160,"avg_inten_ch_1":37.31373,"avg_inten_ch_2":4.79739,"avg_inten_ch_3":67.15686,"avg_inten_ch_4":30.36601,"convex_hull_area_ratio_ch_1":1.11353,"convex_hull_perim_ratio_ch_1":0.95071,"diff_inten_density_ch_1":43.33333,"diff_inten_density_ch_3":61.9037,"diff_inten_density_ch_4":26.25185,"entropy_inten_ch_1":5.87414,"entropy_inten_ch_3":5.77853,"entropy_inten_ch_4":5.05538,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":2.6117,"eq_ellipse_oblate_vol_ch_1":250.16162,"eq_ellipse_prolate_vol_ch_1":95.78482,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.68998,"fiber_align_2_ch_4":1.28272,"fiber_length_ch_1":25.14672,"fiber_width_ch_1":6.70051,"inten_cooc_asm_ch_3":0.03166,"inten_cooc_asm_ch_4":0.03965,"inten_cooc_contrast_ch_3":10.11801,"inten_cooc_contrast_ch_4":8.24538,"inten_cooc_entropy_ch_3":6.39198,"inten_cooc_entropy_ch_4":6.1052,"inten_cooc_max_ch_3":0.17606,"inten_cooc_max_ch_4":0.1831,"kurt_inten_ch_1":1.71897,"kurt_inten_ch_3":2.85111,"kurt_inten_ch_4":-0.29288,"length_ch_1":25.67202,"neighbor_avg_dist_ch_1":244.82563,"neighbor_min_dist_ch_1":48.64981,"neighbor_var_dist_ch_1":114.62438,"perim_ch_1":63.69447,"shape_bfr_ch_1":0.57332,"shape_lwr_ch_1":2.35608,"shape_p_2_a_ch_1":1.91603,"skew_inten_ch_1":1.37853,"skew_inten_ch_3":1.70014,"skew_inten_ch_4":0.8509,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5709,"total_inten_ch_2":582,"total_inten_ch_3":10275,"total_inten_ch_4":4646,"var_inten_ch_1":31.93324,"var_inten_ch_3":75.27945,"var_inten_ch_4":30.98867,"width_ch_1":10.89605}
{"case":"Train","class":"PS","angle_ch_1":8.14891,"area_ch_1":340,"avg_inten_ch_1":50.15692,"avg_inten_ch_2":231.93231,"avg_inten_ch_3":29.89538,"avg_inten_ch_4":185.51385,"convex_hull_area_ratio_ch_1":1.22552,"convex_hull_perim_ratio_ch_1":0.88985,"diff_inten_density_ch_1":46.14908,"diff_inten_density_ch_3":25.83752,"diff_inten_density_ch_4":96.52094,"entropy_inten_ch_1":6.51006,"entropy_inten_ch_3":5.46315,"entropy_inten_ch_4":6.34447,"eq_circ_diam_ch_1":20.82648,"eq_ellipse_lwr_ch_1":1.9932,"eq_ellipse_oblate_vol_ch_1":676.58364,"eq_ellipse_prolate_vol_ch_1":339.44678,"eq_sphere_area_ch_1":1362.64172,"eq_sphere_vol_ch_1":4729.83877,"fiber_align_2_ch_3":1.0115,"fiber_align_2_ch_4":1.36451,"fiber_length_ch_1":35.73122,"fiber_width_ch_1":9.886,"inten_cooc_asm_ch_3":0.02561,"inten_cooc_asm_ch_4":0.05934,"inten_cooc_contrast_ch_3":8.75539,"inten_cooc_contrast_ch_4":3.23651,"inten_cooc_entropy_ch_3":6.63509,"inten_cooc_entropy_ch_4":5.70897,"inten_cooc_max_ch_3":0.14521,"inten_cooc_max_ch_4":0.22449,"kurt_inten_ch_1":-0.27043,"kurt_inten_ch_3":-0.57028,"kurt_inten_ch_4":-0.07183,"length_ch_1":29.97355,"neighbor_avg_dist_ch_1":258.72955,"neighbor_min_dist_ch_1":31.98483,"neighbor_var_dist_ch_1":117.32093,"perim_ch_1":91.23443,"shape_bfr_ch_1":0.67078,"shape_lwr_ch_1":1.76903,"shape_p_2_a_ch_1":1.87515,"skew_inten_ch_1":0.47281,"skew_inten_ch_3":0.62179,"skew_inten_ch_4":1.0424,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":16301,"total_inten_ch_2":75054,"total_inten_ch_3":9716,"total_inten_ch_4":60292,"var_inten_ch_1":31.11473,"var_inten_ch_3":27.43207,"var_inten_ch_4":211.78476,"width_ch_1":16.94354}
{"case":"Train","class":"WS","angle_ch_1":26.74714,"area_ch_1":622,"avg_inten_ch_1":78.23232,"avg_inten_ch_2":218.95791,"avg_inten_ch_3":108.35185,"avg_inten_ch_4":232.51852,"convex_hull_area_ratio_ch_1":1.12444,"convex_hull_perim_ratio_ch_1":0.85078,"diff_inten_density_ch_1":71.80897,"diff_inten_density_ch_3":103.00717,"diff_inten_density_ch_4":140.21614,"entropy_inten_ch_1":7.19213,"entropy_inten_ch_3":5.28691,"entropy_inten_ch_4":7.45153,"eq_circ_diam_ch_1":28.15577,"eq_ellipse_lwr_ch_1":1.5846,"eq_ellipse_oblate_vol_ch_1":1490.60139,"eq_ellipse_prolate_vol_ch_1":940.67784,"eq_sphere_area_ch_1":2490.4898,"eq_sphere_vol_ch_1":11686.94401,"fiber_align_2_ch_3":1.71848,"fiber_align_2_ch_4":1.29211,"fiber_length_ch_1":45.93455,"fiber_width_ch_1":14.07369,"inten_cooc_asm_ch_3":0.16952,"inten_cooc_asm_ch_4":0.02439,"inten_cooc_contrast_ch_3":3.14046,"inten_cooc_contrast_ch_4":8.26132,"inten_cooc_entropy_ch_3":4.73122,"inten_cooc_entropy_ch_4":6.8642,"inten_cooc_max_ch_3":0.40966,"inten_cooc_max_ch_4":0.13669,"kurt_inten_ch_1":7.98556,"kurt_inten_ch_3":7.52808,"kurt_inten_ch_4":-0.9603,"length_ch_1":38.0256,"neighbor_avg_dist_ch_1":348.23673,"neighbor_min_dist_ch_1":60.63857,"neighbor_var_dist_ch_1":127.37768,"perim_ch_1":120.01648,"shape_bfr_ch_1":0.62743,"shape_lwr_ch_1":1.45711,"shape_p_2_a_ch_1":1.77305,"skew_inten_ch_1":2.15994,"skew_inten_ch_3":2.37561,"skew_inten_ch_4":0.36603,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":13,"total_inten_ch_1":46470,"total_inten_ch_2":129468,"total_inten_ch_3":64361,"total_inten_ch_4":138116,"var_inten_ch_1":60.73988,"var_inten_ch_3":169.05904,"var_inten_ch_4":186.37379,"width_ch_1":26.09652}
{"case":"Test","class":"PS","angle_ch_1":72.25092,"area_ch_1":237,"avg_inten_ch_1":16.96035,"avg_inten_ch_2":1.64758,"avg_inten_ch_3":31.69604,"avg_inten_ch_4":25.48018,"convex_hull_area_ratio_ch_1":1.06118,"convex_hull_perim_ratio_ch_1":0.94688,"diff_inten_density_ch_1":30.35096,"diff_inten_density_ch_3":28.96154,"diff_inten_density_ch_4":27.85096,"entropy_inten_ch_1":5.06667,"entropy_inten_ch_3":5.69449,"entropy_inten_ch_4":4.61322,"eq_circ_diam_ch_1":17.40553,"eq_ellipse_lwr_ch_1":1.50928,"eq_ellipse_oblate_vol_ch_1":343.67334,"eq_ellipse_prolate_vol_ch_1":227.70618,"eq_sphere_area_ch_1":951.75283,"eq_sphere_vol_ch_1":2760.95979,"fiber_align_2_ch_3":1.7146,"fiber_align_2_ch_4":1.68419,"fiber_length_ch_1":19.33582,"fiber_width_ch_1":12.84766,"inten_cooc_asm_ch_3":0.01992,"inten_cooc_asm_ch_4":0.11071,"inten_cooc_contrast_ch_3":12.11789,"inten_cooc_contrast_ch_4":6.03729,"inten_cooc_entropy_ch_3":6.7091,"inten_cooc_entropy_ch_4":5.21732,"inten_cooc_max_ch_3":0.11429,"inten_cooc_max_ch_4":0.34286,"kurt_inten_ch_1":0.12624,"kurt_inten_ch_3":0.47129,"kurt_inten_ch_4":1.34824,"length_ch_1":22.97347,"neighbor_avg_dist_ch_1":312.49442,"neighbor_min_dist_ch_1":18.22841,"neighbor_var_dist_ch_1":151.7966,"perim_ch_1":64.36696,"shape_bfr_ch_1":0.69694,"shape_lwr_ch_1":1.54592,"shape_p_2_a_ch_1":1.32717,"skew_inten_ch_1":0.86865,"skew_inten_ch_3":1.00877,"skew_inten_ch_4":1.31408,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3850,"total_inten_ch_2":148,"total_inten_ch_3":7195,"total_inten_ch_4":5784,"var_inten_ch_1":15.86766,"var_inten_ch_3":29.74932,"var_inten_ch_4":31.62589,"width_ch_1":14.86075}
{"case":"Train","class":"WS","angle_ch_1":130.85821,"area_ch_1":225,"avg_inten_ch_1":95.82791,"avg_inten_ch_2":318.93488,"avg_inten_ch_3":29.74884,"avg_inten_ch_4":112.14884,"convex_hull_area_ratio_ch_1":1.05134,"convex_hull_perim_ratio_ch_1":0.95495,"diff_inten_density_ch_1":50.53418,"diff_inten_density_ch_3":17.56709,"diff_inten_density_ch_4":63.54177,"entropy_inten_ch_1":6.67514,"entropy_inten_ch_3":4.66502,"entropy_inten_ch_4":5.65709,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.3568,"eq_ellipse_oblate_vol_ch_1":300.35638,"eq_ellipse_prolate_vol_ch_1":221.37145,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.21069,"fiber_align_2_ch_4":1.39996,"fiber_length_ch_1":15.21786,"fiber_width_ch_1":15.21786,"inten_cooc_asm_ch_3":0.11821,"inten_cooc_asm_ch_4":0.08026,"inten_cooc_contrast_ch_3":3.80627,"inten_cooc_contrast_ch_4":4.8389,"inten_cooc_entropy_ch_3":5.16426,"inten_cooc_entropy_ch_4":5.64195,"inten_cooc_max_ch_3":0.33503,"inten_cooc_max_ch_4":0.27411,"kurt_inten_ch_1":-0.41506,"kurt_inten_ch_3":-1.18049,"kurt_inten_ch_4":-1.12445,"length_ch_1":20.53118,"neighbor_avg_dist_ch_1":329.54342,"neighbor_min_dist_ch_1":39.40004,"neighbor_var_dist_ch_1":144.16428,"perim_ch_1":60.87146,"shape_bfr_ch_1":0.68201,"shape_lwr_ch_1":1.27568,"shape_p_2_a_ch_1":1.25582,"skew_inten_ch_1":-0.38883,"skew_inten_ch_3":0.41401,"skew_inten_ch_4":0.34021,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":20603,"total_inten_ch_2":68357,"total_inten_ch_3":6396,"total_inten_ch_4":24112,"var_inten_ch_1":43.1381,"var_inten_ch_3":29.23525,"var_inten_ch_4":100.14002,"width_ch_1":16.09429}
{"case":"Train","class":"WS","angle_ch_1":46.93242,"area_ch_1":597,"avg_inten_ch_1":24.4807,"avg_inten_ch_2":123.27544,"avg_inten_ch_3":24.6807,"avg_inten_ch_4":94.64035,"convex_hull_area_ratio_ch_1":1.2596,"convex_hull_perim_ratio_ch_1":0.79114,"diff_inten_density_ch_1":33.31698,"diff_inten_density_ch_3":16.48113,"diff_inten_density_ch_4":47.73019,"entropy_inten_ch_1":5.77942,"entropy_inten_ch_3":4.65416,"entropy_inten_ch_4":6.50609,"eq_circ_diam_ch_1":27.5811,"eq_ellipse_lwr_ch_1":1.74352,"eq_ellipse_oblate_vol_ch_1":1469.76303,"eq_ellipse_prolate_vol_ch_1":842.98597,"eq_sphere_area_ch_1":2389.86395,"eq_sphere_vol_ch_1":10985.84784,"fiber_align_2_ch_3":1.2918,"fiber_align_2_ch_4":1.31396,"fiber_length_ch_1":55.58195,"fiber_width_ch_1":11.16888,"inten_cooc_asm_ch_3":0.1548,"inten_cooc_asm_ch_4":0.03369,"inten_cooc_contrast_ch_3":2.51132,"inten_cooc_contrast_ch_4":4.82453,"inten_cooc_entropy_ch_3":4.81798,"inten_cooc_entropy_ch_4":6.49955,"inten_cooc_max_ch_3":0.38679,"inten_cooc_max_ch_4":0.1717,"kurt_inten_ch_1":0.2125,"kurt_inten_ch_3":0.10732,"kurt_inten_ch_4":-1.36151,"length_ch_1":39.02185,"neighbor_avg_dist_ch_1":275.12586,"neighbor_min_dist_ch_1":45.46452,"neighbor_var_dist_ch_1":129.47801,"perim_ch_1":133.50166,"shape_bfr_ch_1":0.55787,"shape_lwr_ch_1":1.4218,"shape_p_2_a_ch_1":2.28464,"skew_inten_ch_1":0.71674,"skew_inten_ch_3":1.10306,"skew_inten_ch_4":0.16888,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":13954,"total_inten_ch_2":69698,"total_inten_ch_3":14068,"total_inten_ch_4":53945,"var_inten_ch_1":18.48861,"var_inten_ch_3":31.53572,"var_inten_ch_4":77.57671,"width_ch_1":27.44535}
{"case":"Test","class":"PS","angle_ch_1":66.95495,"area_ch_1":242,"avg_inten_ch_1":30.78788,"avg_inten_ch_2":4.54545,"avg_inten_ch_3":33.45455,"avg_inten_ch_4":28.14719,"convex_hull_area_ratio_ch_1":1.47515,"convex_hull_perim_ratio_ch_1":0.76582,"diff_inten_density_ch_1":44.98995,"diff_inten_density_ch_3":22.73367,"diff_inten_density_ch_4":20.94472,"entropy_inten_ch_1":5.86531,"entropy_inten_ch_3":5.76573,"entropy_inten_ch_4":4.50048,"eq_circ_diam_ch_1":17.55821,"eq_ellipse_lwr_ch_1":1.64777,"eq_ellipse_oblate_vol_ch_1":368.62726,"eq_ellipse_prolate_vol_ch_1":223.71319,"eq_sphere_area_ch_1":968.52381,"eq_sphere_vol_ch_1":2834.25725,"fiber_align_2_ch_3":1.44096,"fiber_align_2_ch_4":1.28702,"fiber_length_ch_1":45.22889,"fiber_width_ch_1":5.82855,"inten_cooc_asm_ch_3":0.01108,"inten_cooc_asm_ch_4":0.1145,"inten_cooc_contrast_ch_3":11.3995,"inten_cooc_contrast_ch_4":2.88442,"inten_cooc_entropy_ch_3":7.05166,"inten_cooc_entropy_ch_4":4.84222,"inten_cooc_max_ch_3":0.06533,"inten_cooc_max_ch_4":0.33668,"kurt_inten_ch_1":-0.04324,"kurt_inten_ch_3":-0.67783,"kurt_inten_ch_4":1.77654,"length_ch_1":28.78364,"neighbor_avg_dist_ch_1":300.96611,"neighbor_min_dist_ch_1":35.76013,"neighbor_var_dist_ch_1":127.85199,"perim_ch_1":102.11488,"shape_bfr_ch_1":0.39113,"shape_lwr_ch_1":1.33834,"shape_p_2_a_ch_1":3.14767,"skew_inten_ch_1":0.51567,"skew_inten_ch_3":0.21214,"skew_inten_ch_4":1.67146,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":7112,"total_inten_ch_2":820,"total_inten_ch_3":7728,"total_inten_ch_4":6502,"var_inten_ch_1":21.90343,"var_inten_ch_3":22.45855,"var_inten_ch_4":42.73866,"width_ch_1":21.50701}
{"case":"Test","class":"PS","angle_ch_1":118.72134,"area_ch_1":153,"avg_inten_ch_1":108.08904,"avg_inten_ch_2":290.96575,"avg_inten_ch_3":78.36986,"avg_inten_ch_4":176.86986,"convex_hull_area_ratio_ch_1":1.0974,"convex_hull_perim_ratio_ch_1":0.95916,"diff_inten_density_ch_1":58.44828,"diff_inten_density_ch_3":58.98467,"diff_inten_density_ch_4":123.17625,"entropy_inten_ch_1":6.3299,"entropy_inten_ch_3":5.56113,"entropy_inten_ch_4":6.29913,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.81446,"eq_ellipse_oblate_vol_ch_1":194.36801,"eq_ellipse_prolate_vol_ch_1":107.12156,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.60129,"fiber_align_2_ch_4":1.49892,"fiber_length_ch_1":17.94485,"fiber_width_ch_1":8.99537,"inten_cooc_asm_ch_3":0.04667,"inten_cooc_asm_ch_4":0.01662,"inten_cooc_contrast_ch_3":6.02044,"inten_cooc_contrast_ch_4":10.86786,"inten_cooc_entropy_ch_3":5.92835,"inten_cooc_entropy_ch_4":6.60871,"inten_cooc_max_ch_3":0.21212,"inten_cooc_max_ch_4":0.09091,"kurt_inten_ch_1":0.13609,"kurt_inten_ch_3":-0.4954,"kurt_inten_ch_4":-1.19977,"length_ch_1":19.77747,"neighbor_avg_dist_ch_1":295.07529,"neighbor_min_dist_ch_1":32.13196,"neighbor_var_dist_ch_1":131.39141,"perim_ch_1":53.88045,"shape_bfr_ch_1":0.62724,"shape_lwr_ch_1":1.6032,"shape_p_2_a_ch_1":1.43117,"skew_inten_ch_1":-0.36231,"skew_inten_ch_3":0.69991,"skew_inten_ch_4":0.17106,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":15781,"total_inten_ch_2":42336,"total_inten_ch_3":11442,"total_inten_ch_4":25823,"var_inten_ch_1":36.69178,"var_inten_ch_3":74.24137,"var_inten_ch_4":138.55167,"width_ch_1":12.33628}
{"case":"Train","class":"PS","angle_ch_1":143.18137,"area_ch_1":720,"avg_inten_ch_1":63.65066,"avg_inten_ch_2":4.43814,"avg_inten_ch_3":153.43814,"avg_inten_ch_4":19.55459,"convex_hull_area_ratio_ch_1":1.72687,"convex_hull_perim_ratio_ch_1":0.57076,"diff_inten_density_ch_1":59.08852,"diff_inten_density_ch_3":113.2459,"diff_inten_density_ch_4":20.08525,"entropy_inten_ch_1":7.10368,"entropy_inten_ch_3":7.91579,"entropy_inten_ch_4":3.42949,"eq_circ_diam_ch_1":30.27977,"eq_ellipse_lwr_ch_1":2.17908,"eq_ellipse_oblate_vol_ch_1":2174.16708,"eq_ellipse_prolate_vol_ch_1":997.74692,"eq_sphere_area_ch_1":2880.41497,"eq_sphere_vol_ch_1":14536.38448,"fiber_align_2_ch_3":1.65857,"fiber_align_2_ch_4":1.36429,"fiber_length_ch_1":118.9175,"fiber_width_ch_1":6.50282,"inten_cooc_asm_ch_3":0.00589,"inten_cooc_asm_ch_4":0.32213,"inten_cooc_contrast_ch_3":15.91153,"inten_cooc_contrast_ch_4":1.67229,"inten_cooc_entropy_ch_3":7.78465,"inten_cooc_entropy_ch_4":3.39324,"inten_cooc_max_ch_3":0.02956,"inten_cooc_max_ch_4":0.56979,"kurt_inten_ch_1":2.75597,"kurt_inten_ch_3":0.00781,"kurt_inten_ch_4":3.88026,"length_ch_1":56.31866,"neighbor_avg_dist_ch_1":167.84906,"neighbor_min_dist_ch_1":36.9849,"neighbor_var_dist_ch_1":73.59904,"perim_ch_1":250.84065,"shape_bfr_ch_1":0.42472,"shape_lwr_ch_1":1.87072,"shape_p_2_a_ch_1":6.47494,"skew_inten_ch_1":1.19745,"skew_inten_ch_3":0.81387,"skew_inten_ch_4":2.10477,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":17,"total_inten_ch_1":43728,"total_inten_ch_2":2363,"total_inten_ch_3":105412,"total_inten_ch_4":13434,"var_inten_ch_1":45.68116,"var_inten_ch_3":110.79313,"var_inten_ch_4":36.04077,"width_ch_1":30.1053}
{"case":"Train","class":"PS","angle_ch_1":80.78319,"area_ch_1":812,"avg_inten_ch_1":26.77677,"avg_inten_ch_2":39.53548,"avg_inten_ch_3":11.81161,"avg_inten_ch_4":13.79226,"convex_hull_area_ratio_ch_1":1.22747,"convex_hull_perim_ratio_ch_1":0.77105,"diff_inten_density_ch_1":42.4893,"diff_inten_density_ch_3":19.22774,"diff_inten_density_ch_4":23.84472,"entropy_inten_ch_1":5.88537,"entropy_inten_ch_3":4.56367,"entropy_inten_ch_4":4.89385,"eq_circ_diam_ch_1":32.16067,"eq_ellipse_lwr_ch_1":2.18086,"eq_ellipse_oblate_vol_ch_1":2606.07983,"eq_ellipse_prolate_vol_ch_1":1194.9796,"eq_sphere_area_ch_1":3249.37642,"eq_sphere_vol_ch_1":17417.01996,"fiber_align_2_ch_3":1.54758,"fiber_align_2_ch_4":1,"fiber_length_ch_1":70.05586,"fiber_width_ch_1":12.03705,"inten_cooc_asm_ch_3":0.0357,"inten_cooc_asm_ch_4":0.00972,"inten_cooc_contrast_ch_3":24.4601,"inten_cooc_contrast_ch_4":41.24465,"inten_cooc_entropy_ch_3":6.74126,"inten_cooc_entropy_ch_4":7.55983,"inten_cooc_max_ch_3":0.17906,"inten_cooc_max_ch_4":0.07054,"kurt_inten_ch_1":-0.20819,"kurt_inten_ch_3":0.93883,"kurt_inten_ch_4":-0.21686,"length_ch_1":48.7563,"neighbor_avg_dist_ch_1":180.23569,"neighbor_min_dist_ch_1":27.81297,"neighbor_var_dist_ch_1":79.33748,"perim_ch_1":164.18581,"shape_bfr_ch_1":0.62432,"shape_lwr_ch_1":1.82695,"shape_p_2_a_ch_1":2.54387,"skew_inten_ch_1":0.60072,"skew_inten_ch_3":1.15041,"skew_inten_ch_4":0.70757,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":21,"total_inten_ch_1":20752,"total_inten_ch_2":29866,"total_inten_ch_3":9154,"total_inten_ch_4":10689,"var_inten_ch_1":20.46985,"var_inten_ch_3":12.87791,"var_inten_ch_4":12.35651,"width_ch_1":26.68728}
{"case":"Train","class":"WS","angle_ch_1":96.56894,"area_ch_1":157,"avg_inten_ch_1":420.72667,"avg_inten_ch_2":390.17333,"avg_inten_ch_3":21.42667,"avg_inten_ch_4":231.13333,"convex_hull_area_ratio_ch_1":1.02556,"convex_hull_perim_ratio_ch_1":0.98219,"diff_inten_density_ch_1":124.42647,"diff_inten_density_ch_3":31.56618,"diff_inten_density_ch_4":88.27206,"entropy_inten_ch_1":6.95209,"entropy_inten_ch_3":3.44316,"entropy_inten_ch_4":6.87209,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.33296,"eq_ellipse_oblate_vol_ch_1":173.48676,"eq_ellipse_prolate_vol_ch_1":130.15191,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.13203,"fiber_align_2_ch_4":1.3251,"fiber_length_ch_1":12.3842,"fiber_width_ch_1":12.3842,"inten_cooc_asm_ch_3":0.21484,"inten_cooc_asm_ch_4":0.01016,"inten_cooc_contrast_ch_3":5.03748,"inten_cooc_contrast_ch_4":6.54959,"inten_cooc_entropy_ch_3":4.08916,"inten_cooc_entropy_ch_4":6.86473,"inten_cooc_max_ch_3":0.45652,"inten_cooc_max_ch_4":0.03731,"kurt_inten_ch_1":-0.41109,"kurt_inten_ch_3":2.67407,"kurt_inten_ch_4":-0.85146,"length_ch_1":16.85902,"neighbor_avg_dist_ch_1":262.28844,"neighbor_min_dist_ch_1":19.12634,"neighbor_var_dist_ch_1":121.92486,"perim_ch_1":49.53679,"shape_bfr_ch_1":0.70963,"shape_lwr_ch_1":1.28283,"shape_p_2_a_ch_1":1.19039,"skew_inten_ch_1":-0.46187,"skew_inten_ch_3":1.87101,"skew_inten_ch_4":0.04026,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":63109,"total_inten_ch_2":58377,"total_inten_ch_3":3214,"total_inten_ch_4":34670,"var_inten_ch_1":141.08966,"var_inten_ch_3":36.84189,"var_inten_ch_4":115.44936,"width_ch_1":13.14204}
{"case":"Train","class":"WS","angle_ch_1":76.20795,"area_ch_1":229,"avg_inten_ch_1":72.52511,"avg_inten_ch_2":336.63014,"avg_inten_ch_3":135.23288,"avg_inten_ch_4":204.46119,"convex_hull_area_ratio_ch_1":1.03982,"convex_hull_perim_ratio_ch_1":0.96666,"diff_inten_density_ch_1":58.30864,"diff_inten_density_ch_3":93.05432,"diff_inten_density_ch_4":156.15556,"entropy_inten_ch_1":6.52352,"entropy_inten_ch_3":6.845,"entropy_inten_ch_4":7.11,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":1.09541,"eq_ellipse_oblate_vol_ch_1":277.4447,"eq_ellipse_prolate_vol_ch_1":253.2789,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.03004,"fiber_align_2_ch_4":1.448,"fiber_length_ch_1":14.79379,"fiber_width_ch_1":14.79379,"inten_cooc_asm_ch_3":0.00697,"inten_cooc_asm_ch_4":0.00677,"inten_cooc_contrast_ch_3":27.74593,"inten_cooc_contrast_ch_4":17.49034,"inten_cooc_entropy_ch_3":7.51364,"inten_cooc_entropy_ch_4":7.44316,"inten_cooc_max_ch_3":0.0396,"inten_cooc_max_ch_4":0.0198,"kurt_inten_ch_1":-0.56161,"kurt_inten_ch_3":-0.01515,"kurt_inten_ch_4":-1.14585,"length_ch_1":18.61146,"neighbor_avg_dist_ch_1":204.63667,"neighbor_min_dist_ch_1":27.81297,"neighbor_var_dist_ch_1":98.16677,"perim_ch_1":59.17516,"shape_bfr_ch_1":0.69054,"shape_lwr_ch_1":1.042,"shape_p_2_a_ch_1":1.1763,"skew_inten_ch_1":-0.11899,"skew_inten_ch_3":0.46291,"skew_inten_ch_4":0.25574,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":15883,"total_inten_ch_2":73504,"total_inten_ch_3":29616,"total_inten_ch_4":44777,"var_inten_ch_1":33.01726,"var_inten_ch_3":70.9242,"var_inten_ch_4":142.94084,"width_ch_1":17.86125}
{"case":"Train","class":"WS","angle_ch_1":66.54276,"area_ch_1":317,"avg_inten_ch_1":153.39274,"avg_inten_ch_2":198.49505,"avg_inten_ch_3":94.0198,"avg_inten_ch_4":172.33333,"convex_hull_area_ratio_ch_1":1.0443,"convex_hull_perim_ratio_ch_1":0.96372,"diff_inten_density_ch_1":59.39572,"diff_inten_density_ch_3":46.20856,"diff_inten_density_ch_4":72.89305,"entropy_inten_ch_1":7.13654,"entropy_inten_ch_3":6.85191,"entropy_inten_ch_4":7.35386,"eq_circ_diam_ch_1":20.10923,"eq_ellipse_lwr_ch_1":2.17066,"eq_ellipse_oblate_vol_ch_1":635.59662,"eq_ellipse_prolate_vol_ch_1":292.81236,"eq_sphere_area_ch_1":1270.40136,"eq_sphere_vol_ch_1":4257.79981,"fiber_align_2_ch_3":1.57186,"fiber_align_2_ch_4":1.52358,"fiber_length_ch_1":25.0548,"fiber_width_ch_1":13.22009,"inten_cooc_asm_ch_3":0.01178,"inten_cooc_asm_ch_4":0.0075,"inten_cooc_contrast_ch_3":8.6851,"inten_cooc_contrast_ch_4":12.77357,"inten_cooc_entropy_ch_3":7.09386,"inten_cooc_entropy_ch_4":7.38472,"inten_cooc_max_ch_3":0.06993,"inten_cooc_max_ch_4":0.02909,"kurt_inten_ch_1":-0.34498,"kurt_inten_ch_3":-0.68576,"kurt_inten_ch_4":-0.4535,"length_ch_1":31.18809,"neighbor_avg_dist_ch_1":274.73562,"neighbor_min_dist_ch_1":42.47267,"neighbor_var_dist_ch_1":127.69522,"perim_ch_1":76.54978,"shape_bfr_ch_1":0.67766,"shape_lwr_ch_1":2.07544,"shape_p_2_a_ch_1":1.40783,"skew_inten_ch_1":-0.57351,"skew_inten_ch_3":0.08493,"skew_inten_ch_4":-0.08667,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":46478,"total_inten_ch_2":59842,"total_inten_ch_3":28488,"total_inten_ch_4":52217,"var_inten_ch_1":58.93332,"var_inten_ch_3":56.7869,"var_inten_ch_4":73.14801,"width_ch_1":15.02719}
{"case":"Test","class":"PS","angle_ch_1":89.86042,"area_ch_1":277,"avg_inten_ch_1":110.02642,"avg_inten_ch_2":210.60755,"avg_inten_ch_3":60.11321,"avg_inten_ch_4":49.80755,"convex_hull_area_ratio_ch_1":1.21332,"convex_hull_perim_ratio_ch_1":0.88451,"diff_inten_density_ch_1":68.47303,"diff_inten_density_ch_3":51.36515,"diff_inten_density_ch_4":57.71369,"entropy_inten_ch_1":7.12367,"entropy_inten_ch_3":3.89144,"entropy_inten_ch_4":3.06182,"eq_circ_diam_ch_1":18.80603,"eq_ellipse_lwr_ch_1":1.45098,"eq_ellipse_oblate_vol_ch_1":425.03087,"eq_ellipse_prolate_vol_ch_1":292.92757,"eq_sphere_area_ch_1":1111.0771,"eq_sphere_vol_ch_1":3482.49183,"fiber_align_2_ch_3":1.47864,"fiber_align_2_ch_4":1.81006,"fiber_length_ch_1":32.05076,"fiber_width_ch_1":9.08352,"inten_cooc_asm_ch_3":0.25895,"inten_cooc_asm_ch_4":0.37695,"inten_cooc_contrast_ch_3":1.47015,"inten_cooc_contrast_ch_4":1.40301,"inten_cooc_entropy_ch_3":3.72757,"inten_cooc_entropy_ch_4":3.00394,"inten_cooc_max_ch_3":0.51055,"inten_cooc_max_ch_4":0.61181,"kurt_inten_ch_1":3.75106,"kurt_inten_ch_3":6.48099,"kurt_inten_ch_4":5.16033,"length_ch_1":26.62146,"neighbor_avg_dist_ch_1":261.30761,"neighbor_min_dist_ch_1":19.42542,"neighbor_var_dist_ch_1":130.6714,"perim_ch_1":82.26856,"shape_bfr_ch_1":0.59992,"shape_lwr_ch_1":1.53065,"shape_p_2_a_ch_1":1.84996,"skew_inten_ch_1":1.58308,"skew_inten_ch_3":2.53496,"skew_inten_ch_4":2.33356,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":29157,"total_inten_ch_2":55547,"total_inten_ch_3":15930,"total_inten_ch_4":13199,"var_inten_ch_1":72.60794,"var_inten_ch_3":115.13888,"var_inten_ch_4":98.83276,"width_ch_1":17.39224}
{"case":"Train","class":"PS","angle_ch_1":102.99041,"area_ch_1":165,"avg_inten_ch_1":29.38608,"avg_inten_ch_2":387.77215,"avg_inten_ch_3":14.67722,"avg_inten_ch_4":105.55696,"convex_hull_area_ratio_ch_1":1.10606,"convex_hull_perim_ratio_ch_1":0.96385,"diff_inten_density_ch_1":41.69039,"diff_inten_density_ch_3":15.11388,"diff_inten_density_ch_4":58.37367,"entropy_inten_ch_1":5.7686,"entropy_inten_ch_3":2.607,"entropy_inten_ch_4":5.21305,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":2.67548,"eq_ellipse_oblate_vol_ch_1":265.70986,"eq_ellipse_prolate_vol_ch_1":99.31314,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.34779,"fiber_align_2_ch_4":1.33366,"fiber_length_ch_1":24.60655,"fiber_width_ch_1":7.02864,"inten_cooc_asm_ch_3":0.40767,"inten_cooc_asm_ch_4":0.09265,"inten_cooc_contrast_ch_3":1.31427,"inten_cooc_contrast_ch_4":3.22094,"inten_cooc_entropy_ch_3":2.79884,"inten_cooc_entropy_ch_4":5.32659,"inten_cooc_max_ch_3":0.65414,"inten_cooc_max_ch_4":0.29323,"kurt_inten_ch_1":-0.44688,"kurt_inten_ch_3":3.0274,"kurt_inten_ch_4":-0.4377,"length_ch_1":26.0909,"neighbor_avg_dist_ch_1":210.56527,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":117.38623,"perim_ch_1":63.27039,"shape_bfr_ch_1":0.54781,"shape_lwr_ch_1":2.25173,"shape_p_2_a_ch_1":1.8419,"skew_inten_ch_1":0.60319,"skew_inten_ch_3":1.95115,"skew_inten_ch_4":0.8245,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4643,"total_inten_ch_2":61111,"total_inten_ch_3":2319,"total_inten_ch_4":16678,"var_inten_ch_1":21.64054,"var_inten_ch_3":27.95663,"var_inten_ch_4":113.45771,"width_ch_1":11.58706}
{"case":"Train","class":"PS","angle_ch_1":125.4653,"area_ch_1":156,"avg_inten_ch_1":78.20134,"avg_inten_ch_2":1.14094,"avg_inten_ch_3":219.18121,"avg_inten_ch_4":37,"convex_hull_area_ratio_ch_1":1.20373,"convex_hull_perim_ratio_ch_1":0.90519,"diff_inten_density_ch_1":73.92664,"diff_inten_density_ch_3":185.27027,"diff_inten_density_ch_4":43.35521,"entropy_inten_ch_1":6.49602,"entropy_inten_ch_3":6.95907,"entropy_inten_ch_4":3.01181,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":2.68373,"eq_ellipse_oblate_vol_ch_1":243.70817,"eq_ellipse_prolate_vol_ch_1":90.80961,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.48072,"fiber_align_2_ch_4":1.4767,"fiber_length_ch_1":26.05207,"fiber_width_ch_1":6.46766,"inten_cooc_asm_ch_3":0.00768,"inten_cooc_asm_ch_4":0.31584,"inten_cooc_contrast_ch_3":17.41452,"inten_cooc_contrast_ch_4":1.98568,"inten_cooc_entropy_ch_3":7.19853,"inten_cooc_entropy_ch_4":3.26062,"inten_cooc_max_ch_3":0.01969,"inten_cooc_max_ch_4":0.57576,"kurt_inten_ch_1":1.38152,"kurt_inten_ch_3":1.31272,"kurt_inten_ch_4":1.2343,"length_ch_1":22.97162,"neighbor_avg_dist_ch_1":182.21698,"neighbor_min_dist_ch_1":16.50843,"neighbor_var_dist_ch_1":90.24991,"perim_ch_1":65.03946,"shape_bfr_ch_1":0.62127,"shape_lwr_ch_1":2.09913,"shape_p_2_a_ch_1":1.9978,"skew_inten_ch_1":1.25753,"skew_inten_ch_3":1.29995,"skew_inten_ch_4":1.54092,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11652,"total_inten_ch_2":22,"total_inten_ch_3":32658,"total_inten_ch_4":5513,"var_inten_ch_1":62.09583,"var_inten_ch_3":171.76482,"var_inten_ch_4":60.28411,"width_ch_1":10.9434}
{"case":"Test","class":"WS","angle_ch_1":99.73667,"area_ch_1":204,"avg_inten_ch_1":37.85641,"avg_inten_ch_2":405.13333,"avg_inten_ch_3":36.08205,"avg_inten_ch_4":163.86154,"convex_hull_area_ratio_ch_1":1.01985,"convex_hull_perim_ratio_ch_1":0.96154,"diff_inten_density_ch_1":46.35574,"diff_inten_density_ch_3":34.87675,"diff_inten_density_ch_4":121.54902,"entropy_inten_ch_1":6.05189,"entropy_inten_ch_3":4.50057,"entropy_inten_ch_4":6.41384,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":1.29948,"eq_ellipse_oblate_vol_ch_1":253.89707,"eq_ellipse_prolate_vol_ch_1":195.38412,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.50105,"fiber_align_2_ch_4":1.23957,"fiber_length_ch_1":15.77255,"fiber_width_ch_1":13.39095,"inten_cooc_asm_ch_3":0.16128,"inten_cooc_asm_ch_4":0.02298,"inten_cooc_contrast_ch_3":5.908,"inten_cooc_contrast_ch_4":11.25198,"inten_cooc_entropy_ch_3":4.82793,"inten_cooc_entropy_ch_4":6.76995,"inten_cooc_max_ch_3":0.4,"inten_cooc_max_ch_4":0.12994,"kurt_inten_ch_1":0.73804,"kurt_inten_ch_3":1.3089,"kurt_inten_ch_4":-1.11353,"length_ch_1":18.88552,"neighbor_avg_dist_ch_1":260.88101,"neighbor_min_dist_ch_1":21.69413,"neighbor_var_dist_ch_1":131.27173,"perim_ch_1":58.327,"shape_bfr_ch_1":0.71224,"shape_lwr_ch_1":1.24283,"shape_p_2_a_ch_1":1.28178,"skew_inten_ch_1":0.7455,"skew_inten_ch_3":1.30594,"skew_inten_ch_4":0.27643,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7382,"total_inten_ch_2":78807,"total_inten_ch_3":7036,"total_inten_ch_4":31953,"var_inten_ch_1":26.27078,"var_inten_ch_3":44.58554,"var_inten_ch_4":129.46013,"width_ch_1":15.19557}
{"case":"Train","class":"WS","angle_ch_1":71.20114,"area_ch_1":253,"avg_inten_ch_1":63.47107,"avg_inten_ch_2":326.29339,"avg_inten_ch_3":21.51653,"avg_inten_ch_4":94.90909,"convex_hull_area_ratio_ch_1":1.042,"convex_hull_perim_ratio_ch_1":0.95862,"diff_inten_density_ch_1":50.79911,"diff_inten_density_ch_3":25.64732,"diff_inten_density_ch_4":55.54911,"entropy_inten_ch_1":6.60193,"entropy_inten_ch_3":3.90044,"entropy_inten_ch_4":5.06597,"eq_circ_diam_ch_1":17.9714,"eq_ellipse_lwr_ch_1":1.33939,"eq_ellipse_oblate_vol_ch_1":356.36751,"eq_ellipse_prolate_vol_ch_1":266.06705,"eq_sphere_area_ch_1":1014.64399,"eq_sphere_vol_ch_1":3039.09548,"fiber_align_2_ch_3":1.49967,"fiber_align_2_ch_4":1.39714,"fiber_length_ch_1":16.02964,"fiber_width_ch_1":16.02964,"inten_cooc_asm_ch_3":0.19503,"inten_cooc_asm_ch_4":0.13387,"inten_cooc_contrast_ch_3":4.53165,"inten_cooc_contrast_ch_4":2.93773,"inten_cooc_entropy_ch_3":4.46499,"inten_cooc_entropy_ch_4":4.93102,"inten_cooc_max_ch_3":0.44144,"inten_cooc_max_ch_4":0.35841,"kurt_inten_ch_1":-0.86095,"kurt_inten_ch_3":0.92531,"kurt_inten_ch_4":-1.1206,"length_ch_1":22.02326,"neighbor_avg_dist_ch_1":204.93405,"neighbor_min_dist_ch_1":25.65659,"neighbor_var_dist_ch_1":111.96617,"perim_ch_1":64.11855,"shape_bfr_ch_1":0.67053,"shape_lwr_ch_1":1.28212,"shape_p_2_a_ch_1":1.24847,"skew_inten_ch_1":0.13158,"skew_inten_ch_3":1.3886,"skew_inten_ch_4":0.62281,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":15360,"total_inten_ch_2":78722,"total_inten_ch_3":5207,"total_inten_ch_4":22968,"var_inten_ch_1":36.40953,"var_inten_ch_3":30.45308,"var_inten_ch_4":102.80576,"width_ch_1":17.17728}
{"case":"Train","class":"PS","angle_ch_1":35.57722,"area_ch_1":208,"avg_inten_ch_1":190.56281,"avg_inten_ch_2":470.41709,"avg_inten_ch_3":274.01508,"avg_inten_ch_4":251.1608,"convex_hull_area_ratio_ch_1":1.08961,"convex_hull_perim_ratio_ch_1":0.93275,"diff_inten_density_ch_1":137.88398,"diff_inten_density_ch_3":243.56906,"diff_inten_density_ch_4":154.05525,"entropy_inten_ch_1":7.17298,"entropy_inten_ch_3":6.72037,"entropy_inten_ch_4":7.2855,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":1.31627,"eq_ellipse_oblate_vol_ch_1":263.43531,"eq_ellipse_prolate_vol_ch_1":200.13745,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.01817,"fiber_align_2_ch_4":1.63391,"fiber_length_ch_1":18.47787,"fiber_width_ch_1":11.87003,"inten_cooc_asm_ch_3":0.01749,"inten_cooc_asm_ch_4":0.00875,"inten_cooc_contrast_ch_3":16.25138,"inten_cooc_contrast_ch_4":9.70442,"inten_cooc_entropy_ch_3":6.94928,"inten_cooc_entropy_ch_4":7.10162,"inten_cooc_max_ch_3":0.11602,"inten_cooc_max_ch_4":0.03315,"kurt_inten_ch_1":-0.7209,"kurt_inten_ch_3":-0.60701,"kurt_inten_ch_4":0.31248,"length_ch_1":19.27968,"neighbor_avg_dist_ch_1":288.55723,"neighbor_min_dist_ch_1":25.34833,"neighbor_var_dist_ch_1":131.05514,"perim_ch_1":60.6958,"shape_bfr_ch_1":0.67349,"shape_lwr_ch_1":1.20015,"shape_p_2_a_ch_1":1.3366,"skew_inten_ch_1":0.26385,"skew_inten_ch_3":0.51373,"skew_inten_ch_4":1.01738,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":37922,"total_inten_ch_2":93415,"total_inten_ch_3":54529,"total_inten_ch_4":49981,"var_inten_ch_1":107.97243,"var_inten_ch_3":219.93049,"var_inten_ch_4":216.6534,"width_ch_1":16.06437}
{"case":"Train","class":"WS","angle_ch_1":65.34156,"area_ch_1":196,"avg_inten_ch_1":42.31551,"avg_inten_ch_2":435.34759,"avg_inten_ch_3":49.94118,"avg_inten_ch_4":196.48128,"convex_hull_area_ratio_ch_1":1.05102,"convex_hull_perim_ratio_ch_1":0.96272,"diff_inten_density_ch_1":49.97361,"diff_inten_density_ch_3":52.44282,"diff_inten_density_ch_4":169.8915,"entropy_inten_ch_1":6.14929,"entropy_inten_ch_3":4.00868,"entropy_inten_ch_4":5.80736,"eq_circ_diam_ch_1":15.79774,"eq_ellipse_lwr_ch_1":1.15283,"eq_ellipse_oblate_vol_ch_1":224.57773,"eq_ellipse_prolate_vol_ch_1":194.80551,"eq_sphere_area_ch_1":784.04308,"eq_sphere_vol_ch_1":2064.35178,"fiber_align_2_ch_3":1.63918,"fiber_align_2_ch_4":1.01318,"fiber_length_ch_1":14.19406,"fiber_width_ch_1":14.19406,"inten_cooc_asm_ch_3":0.23705,"inten_cooc_asm_ch_4":0.04572,"inten_cooc_contrast_ch_3":2.8445,"inten_cooc_contrast_ch_4":9.06825,"inten_cooc_entropy_ch_3":4.0136,"inten_cooc_entropy_ch_4":6.1229,"inten_cooc_max_ch_3":0.48538,"inten_cooc_max_ch_4":0.2,"kurt_inten_ch_1":-0.53767,"kurt_inten_ch_3":3.27432,"kurt_inten_ch_4":-0.74787,"length_ch_1":17.95335,"neighbor_avg_dist_ch_1":157.57914,"neighbor_min_dist_ch_1":30.54317,"neighbor_var_dist_ch_1":75.57419,"perim_ch_1":56.77622,"shape_bfr_ch_1":0.65787,"shape_lwr_ch_1":1.0818,"shape_p_2_a_ch_1":1.24861,"skew_inten_ch_1":0.52666,"skew_inten_ch_3":1.89143,"skew_inten_ch_4":0.6517,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7913,"total_inten_ch_2":81224,"total_inten_ch_3":9339,"total_inten_ch_4":36742,"var_inten_ch_1":29.84831,"var_inten_ch_3":78.61346,"var_inten_ch_4":191.3255,"width_ch_1":16.59576}
{"case":"Test","class":"WS","angle_ch_1":11.90034,"area_ch_1":226,"avg_inten_ch_1":691.31944,"avg_inten_ch_2":303.56944,"avg_inten_ch_3":18.95833,"avg_inten_ch_4":126.35185,"convex_hull_area_ratio_ch_1":1.07095,"convex_hull_perim_ratio_ch_1":0.96464,"diff_inten_density_ch_1":303.99746,"diff_inten_density_ch_3":23.19338,"diff_inten_density_ch_4":99.42748,"entropy_inten_ch_1":7.64954,"entropy_inten_ch_3":3.11891,"entropy_inten_ch_4":6.30397,"eq_circ_diam_ch_1":16.97857,"eq_ellipse_lwr_ch_1":2.44863,"eq_ellipse_oblate_vol_ch_1":406.31614,"eq_ellipse_prolate_vol_ch_1":165.93587,"eq_sphere_area_ch_1":905.63265,"eq_sphere_vol_ch_1":2562.72451,"fiber_align_2_ch_3":1.54069,"fiber_align_2_ch_4":1.53992,"fiber_length_ch_1":24.63726,"fiber_width_ch_1":9.59384,"inten_cooc_asm_ch_3":0.32384,"inten_cooc_asm_ch_4":0.03494,"inten_cooc_contrast_ch_3":2.79622,"inten_cooc_contrast_ch_4":12.82956,"inten_cooc_entropy_ch_3":3.39767,"inten_cooc_entropy_ch_4":6.56876,"inten_cooc_max_ch_3":0.56614,"inten_cooc_max_ch_4":0.17647,"kurt_inten_ch_1":-0.8475,"kurt_inten_ch_3":10.02928,"kurt_inten_ch_4":-0.88807,"length_ch_1":28.31547,"neighbor_avg_dist_ch_1":291.76247,"neighbor_min_dist_ch_1":37.88095,"neighbor_var_dist_ch_1":122.41332,"perim_ch_1":68.4622,"shape_bfr_ch_1":0.66216,"shape_lwr_ch_1":2.34488,"shape_p_2_a_ch_1":1.57799,"skew_inten_ch_1":0.18464,"skew_inten_ch_3":2.98868,"skew_inten_ch_4":0.3818,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":149325,"total_inten_ch_2":65356,"total_inten_ch_3":4095,"total_inten_ch_4":27292,"var_inten_ch_1":417.94678,"var_inten_ch_3":39.21112,"var_inten_ch_4":103.4816,"width_ch_1":12.07546}
{"case":"Test","class":"PS","angle_ch_1":174.05543,"area_ch_1":527,"avg_inten_ch_1":33.9841,"avg_inten_ch_2":142.6501,"avg_inten_ch_3":68.88072,"avg_inten_ch_4":112.42942,"convex_hull_area_ratio_ch_1":1.25676,"convex_hull_perim_ratio_ch_1":0.8329,"diff_inten_density_ch_1":44.37459,"diff_inten_density_ch_3":66.34419,"diff_inten_density_ch_4":78.19435,"entropy_inten_ch_1":6.17876,"entropy_inten_ch_3":6.47397,"entropy_inten_ch_4":6.73436,"eq_circ_diam_ch_1":25.90945,"eq_ellipse_lwr_ch_1":3.5297,"eq_ellipse_oblate_vol_ch_1":1733.57439,"eq_ellipse_prolate_vol_ch_1":491.13917,"eq_sphere_area_ch_1":2108.95011,"eq_sphere_vol_ch_1":9106.95674,"fiber_align_2_ch_3":1.54671,"fiber_align_2_ch_4":1.52154,"fiber_length_ch_1":62.0758,"fiber_width_ch_1":8.89448,"inten_cooc_asm_ch_3":0.02467,"inten_cooc_asm_ch_4":0.02699,"inten_cooc_contrast_ch_3":8.85803,"inten_cooc_contrast_ch_4":9.7372,"inten_cooc_entropy_ch_3":6.7747,"inten_cooc_entropy_ch_4":6.81716,"inten_cooc_max_ch_3":0.14072,"inten_cooc_max_ch_4":0.15565,"kurt_inten_ch_1":4.10272,"kurt_inten_ch_3":4.10886,"kurt_inten_ch_4":-1.06974,"length_ch_1":51.97552,"neighbor_avg_dist_ch_1":202.72269,"neighbor_min_dist_ch_1":51.17,"neighbor_var_dist_ch_1":90.28929,"perim_ch_1":141.94055,"shape_bfr_ch_1":0.56389,"shape_lwr_ch_1":2.88923,"shape_p_2_a_ch_1":2.90374,"skew_inten_ch_1":1.80236,"skew_inten_ch_3":1.94541,"skew_inten_ch_4":0.28594,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":9,"total_inten_ch_1":17094,"total_inten_ch_2":71251,"total_inten_ch_3":34647,"total_inten_ch_4":56552,"var_inten_ch_1":32.67911,"var_inten_ch_3":85.97996,"var_inten_ch_4":91.83386,"width_ch_1":17.98938}
{"case":"Test","class":"WS","angle_ch_1":146.34602,"area_ch_1":254,"avg_inten_ch_1":120.87243,"avg_inten_ch_2":208.13992,"avg_inten_ch_3":118.78601,"avg_inten_ch_4":354.80658,"convex_hull_area_ratio_ch_1":1.05534,"convex_hull_perim_ratio_ch_1":0.96706,"diff_inten_density_ch_1":63.03579,"diff_inten_density_ch_3":62.8613,"diff_inten_density_ch_4":189.28188,"entropy_inten_ch_1":7.05988,"entropy_inten_ch_3":6.19539,"entropy_inten_ch_4":7.46805,"eq_circ_diam_ch_1":18.00849,"eq_ellipse_lwr_ch_1":1.96784,"eq_ellipse_oblate_vol_ch_1":434.63571,"eq_ellipse_prolate_vol_ch_1":220.86989,"eq_sphere_area_ch_1":1018.83673,"eq_sphere_vol_ch_1":3057.9523,"fiber_align_2_ch_3":1.07645,"fiber_align_2_ch_4":1.67422,"fiber_length_ch_1":21.72389,"fiber_width_ch_1":12.20735,"inten_cooc_asm_ch_3":0.04775,"inten_cooc_asm_ch_4":0.00845,"inten_cooc_contrast_ch_3":3.64261,"inten_cooc_contrast_ch_4":10.87431,"inten_cooc_entropy_ch_3":5.99347,"inten_cooc_entropy_ch_4":7.16114,"inten_cooc_max_ch_3":0.21239,"inten_cooc_max_ch_4":0.02262,"kurt_inten_ch_1":-0.88155,"kurt_inten_ch_3":-0.81149,"kurt_inten_ch_4":-0.46456,"length_ch_1":26.40715,"neighbor_avg_dist_ch_1":223.90408,"neighbor_min_dist_ch_1":27.02935,"neighbor_var_dist_ch_1":110.82666,"perim_ch_1":67.86247,"shape_bfr_ch_1":0.66588,"shape_lwr_ch_1":1.82302,"shape_p_2_a_ch_1":1.38194,"skew_inten_ch_1":0.25761,"skew_inten_ch_3":0.67811,"skew_inten_ch_4":0.24253,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":29372,"total_inten_ch_2":50336,"total_inten_ch_3":28865,"total_inten_ch_4":86218,"var_inten_ch_1":60.24262,"var_inten_ch_3":117.66009,"var_inten_ch_4":211.67542,"width_ch_1":14.48539}
{"case":"Test","class":"WS","angle_ch_1":110.52145,"area_ch_1":441,"avg_inten_ch_1":42.69834,"avg_inten_ch_2":249.019,"avg_inten_ch_3":68.50119,"avg_inten_ch_4":147.76485,"convex_hull_area_ratio_ch_1":1.33032,"convex_hull_perim_ratio_ch_1":0.78628,"diff_inten_density_ch_1":43.72208,"diff_inten_density_ch_3":47.97403,"diff_inten_density_ch_4":88.68571,"entropy_inten_ch_1":6.32639,"entropy_inten_ch_3":6.60833,"entropy_inten_ch_4":6.87558,"eq_circ_diam_ch_1":23.70365,"eq_ellipse_lwr_ch_1":1.14793,"eq_ellipse_oblate_vol_ch_1":757.01185,"eq_ellipse_prolate_vol_ch_1":659.45735,"eq_sphere_area_ch_1":1765.14512,"eq_sphere_vol_ch_1":6973.39779,"fiber_align_2_ch_3":1.49725,"fiber_align_2_ch_4":1.19862,"fiber_length_ch_1":50.3708,"fiber_width_ch_1":9.21336,"inten_cooc_asm_ch_3":0.0124,"inten_cooc_asm_ch_4":0.02908,"inten_cooc_contrast_ch_3":13.17565,"inten_cooc_contrast_ch_4":7.12593,"inten_cooc_entropy_ch_3":7.27803,"inten_cooc_entropy_ch_4":6.65241,"inten_cooc_max_ch_3":0.08094,"inten_cooc_max_ch_4":0.16449,"kurt_inten_ch_1":-0.03721,"kurt_inten_ch_3":1.91442,"kurt_inten_ch_4":-0.7093,"length_ch_1":31.86689,"neighbor_avg_dist_ch_1":193.49515,"neighbor_min_dist_ch_1":29.90155,"neighbor_var_dist_ch_1":80.73027,"perim_ch_1":119.16833,"shape_bfr_ch_1":0.4982,"shape_lwr_ch_1":1.14646,"shape_p_2_a_ch_1":2.43507,"skew_inten_ch_1":0.44566,"skew_inten_ch_3":0.87555,"skew_inten_ch_4":0.40852,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":17976,"total_inten_ch_2":104417,"total_inten_ch_3":28839,"total_inten_ch_4":62209,"var_inten_ch_1":24.32679,"var_inten_ch_3":48.75474,"var_inten_ch_4":118.90214,"width_ch_1":27.79579}
{"case":"Test","class":"PS","angle_ch_1":8.18268,"area_ch_1":357,"avg_inten_ch_1":72.19648,"avg_inten_ch_2":45.02346,"avg_inten_ch_3":169.69795,"avg_inten_ch_4":106.1261,"convex_hull_area_ratio_ch_1":1.45681,"convex_hull_perim_ratio_ch_1":0.82827,"diff_inten_density_ch_1":78.76898,"diff_inten_density_ch_3":161.54125,"diff_inten_density_ch_4":73.90759,"entropy_inten_ch_1":6.9414,"entropy_inten_ch_3":7.5358,"entropy_inten_ch_4":4.90788,"eq_circ_diam_ch_1":21.33297,"eq_ellipse_lwr_ch_1":4.06887,"eq_ellipse_oblate_vol_ch_1":1038.93834,"eq_ellipse_prolate_vol_ch_1":255.3386,"eq_sphere_area_ch_1":1429.72562,"eq_sphere_vol_ch_1":5083.38338,"fiber_align_2_ch_3":1.70875,"fiber_align_2_ch_4":1.71882,"fiber_length_ch_1":57.7085,"fiber_width_ch_1":6.57063,"inten_cooc_asm_ch_3":0.00699,"inten_cooc_asm_ch_4":0.16014,"inten_cooc_contrast_ch_3":20.1254,"inten_cooc_contrast_ch_4":3.27253,"inten_cooc_entropy_ch_3":7.55315,"inten_cooc_entropy_ch_4":4.63351,"inten_cooc_max_ch_3":0.0418,"inten_cooc_max_ch_4":0.41479,"kurt_inten_ch_1":6.57508,"kurt_inten_ch_3":6.56881,"kurt_inten_ch_4":-0.17304,"length_ch_1":45.17188,"neighbor_avg_dist_ch_1":179.35571,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":80.20132,"perim_ch_1":128.55827,"shape_bfr_ch_1":0.50174,"shape_lwr_ch_1":2.86435,"shape_p_2_a_ch_1":3.46849,"skew_inten_ch_1":2.35445,"skew_inten_ch_3":2.35403,"skew_inten_ch_4":1.01846,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":24619,"total_inten_ch_2":15013,"total_inten_ch_3":57867,"total_inten_ch_4":36189,"var_inten_ch_1":73.94917,"var_inten_ch_3":168.82917,"var_inten_ch_4":131.27182,"width_ch_1":15.77038}
{"case":"Train","class":"PS","angle_ch_1":107.29994,"area_ch_1":205,"avg_inten_ch_1":27.47449,"avg_inten_ch_2":2.44898,"avg_inten_ch_3":65.07143,"avg_inten_ch_4":2.88776,"convex_hull_area_ratio_ch_1":1.45107,"convex_hull_perim_ratio_ch_1":0.91577,"diff_inten_density_ch_1":34.2434,"diff_inten_density_ch_3":45.43402,"diff_inten_density_ch_4":5.80352,"entropy_inten_ch_1":5.68461,"entropy_inten_ch_3":6.47929,"entropy_inten_ch_4":1.85565,"eq_circ_diam_ch_1":16.17343,"eq_ellipse_lwr_ch_1":4.1552,"eq_ellipse_oblate_vol_ch_1":457.51109,"eq_ellipse_prolate_vol_ch_1":110.10567,"eq_sphere_area_ch_1":821.77778,"eq_sphere_vol_ch_1":2215.16154,"fiber_align_2_ch_3":1.82878,"fiber_align_2_ch_4":1.80867,"fiber_length_ch_1":37.54511,"fiber_width_ch_1":5.84883,"inten_cooc_asm_ch_3":0.00704,"inten_cooc_asm_ch_4":0.47943,"inten_cooc_contrast_ch_3":20.85625,"inten_cooc_contrast_ch_4":1.52595,"inten_cooc_entropy_ch_3":7.34913,"inten_cooc_entropy_ch_4":2.31729,"inten_cooc_max_ch_3":0.01818,"inten_cooc_max_ch_4":0.69886,"kurt_inten_ch_1":-0.52871,"kurt_inten_ch_3":-0.51391,"kurt_inten_ch_4":11.22418,"length_ch_1":33.95575,"neighbor_avg_dist_ch_1":198.65621,"neighbor_min_dist_ch_1":17.16217,"neighbor_var_dist_ch_1":100.80384,"perim_ch_1":86.78788,"shape_bfr_ch_1":0.47613,"shape_lwr_ch_1":2.67212,"shape_p_2_a_ch_1":2.7295,"skew_inten_ch_1":0.38184,"skew_inten_ch_3":0.30371,"skew_inten_ch_4":3.02069,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":5385,"total_inten_ch_2":285,"total_inten_ch_3":12754,"total_inten_ch_4":566,"var_inten_ch_1":17.27197,"var_inten_ch_3":36.13615,"var_inten_ch_4":6.79868,"width_ch_1":12.70742}
{"case":"Train","class":"PS","angle_ch_1":86.12238,"area_ch_1":310,"avg_inten_ch_1":95.8277,"avg_inten_ch_2":136.9527,"avg_inten_ch_3":171.84797,"avg_inten_ch_4":568.98986,"convex_hull_area_ratio_ch_1":1.12449,"convex_hull_perim_ratio_ch_1":0.85761,"diff_inten_density_ch_1":73.45304,"diff_inten_density_ch_3":122.07182,"diff_inten_density_ch_4":351.00737,"entropy_inten_ch_1":7.09207,"entropy_inten_ch_3":7.19872,"entropy_inten_ch_4":7.31187,"eq_circ_diam_ch_1":19.87559,"eq_ellipse_lwr_ch_1":1.81319,"eq_ellipse_oblate_vol_ch_1":560.8941,"eq_ellipse_prolate_vol_ch_1":309.34091,"eq_sphere_area_ch_1":1241.05215,"eq_sphere_vol_ch_1":4111.10778,"fiber_align_2_ch_3":1.70665,"fiber_align_2_ch_4":1.42171,"fiber_length_ch_1":33.42153,"fiber_width_ch_1":9.63616,"inten_cooc_asm_ch_3":0.01022,"inten_cooc_asm_ch_4":0.00913,"inten_cooc_contrast_ch_3":10.23082,"inten_cooc_contrast_ch_4":16.15404,"inten_cooc_entropy_ch_3":7.13049,"inten_cooc_entropy_ch_4":7.20509,"inten_cooc_max_ch_3":0.05948,"inten_cooc_max_ch_4":0.05109,"kurt_inten_ch_1":0.15077,"kurt_inten_ch_3":0.32654,"kurt_inten_ch_4":-1.10697,"length_ch_1":27.04276,"neighbor_avg_dist_ch_1":192.574,"neighbor_min_dist_ch_1":53.7183,"neighbor_var_dist_ch_1":72.05439,"perim_ch_1":86.11538,"shape_bfr_ch_1":0.69831,"shape_lwr_ch_1":1.64596,"shape_p_2_a_ch_1":1.83239,"skew_inten_ch_1":0.61324,"skew_inten_ch_3":0.94758,"skew_inten_ch_4":-0.07558,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":28365,"total_inten_ch_2":40243,"total_inten_ch_3":50867,"total_inten_ch_4":168421,"var_inten_ch_1":54.2523,"var_inten_ch_3":137.68185,"var_inten_ch_4":361.83529,"width_ch_1":16.42976}
{"case":"Train","class":"WS","angle_ch_1":134.09834,"area_ch_1":395,"avg_inten_ch_1":374.19629,"avg_inten_ch_2":453.06366,"avg_inten_ch_3":259.98674,"avg_inten_ch_4":357.33422,"convex_hull_area_ratio_ch_1":1.16303,"convex_hull_perim_ratio_ch_1":0.9042,"diff_inten_density_ch_1":144.92867,"diff_inten_density_ch_3":189.88445,"diff_inten_density_ch_4":247.62197,"entropy_inten_ch_1":7.93759,"entropy_inten_ch_3":5.56935,"entropy_inten_ch_4":7.29996,"eq_circ_diam_ch_1":22.43081,"eq_ellipse_lwr_ch_1":2.32785,"eq_ellipse_oblate_vol_ch_1":913.5045,"eq_ellipse_prolate_vol_ch_1":392.42482,"eq_sphere_area_ch_1":1580.6644,"eq_sphere_vol_ch_1":5909.26302,"fiber_align_2_ch_3":1.48767,"fiber_align_2_ch_4":1.44641,"fiber_length_ch_1":35.1503,"fiber_width_ch_1":11.61493,"inten_cooc_asm_ch_3":0.13507,"inten_cooc_asm_ch_4":0.02376,"inten_cooc_contrast_ch_3":4.26906,"inten_cooc_contrast_ch_4":9.94566,"inten_cooc_entropy_ch_3":5.12385,"inten_cooc_entropy_ch_4":6.82562,"inten_cooc_max_ch_3":0.36467,"inten_cooc_max_ch_4":0.14,"kurt_inten_ch_1":-0.71175,"kurt_inten_ch_3":2.78391,"kurt_inten_ch_4":0.24583,"length_ch_1":34.05527,"neighbor_avg_dist_ch_1":237.23225,"neighbor_min_dist_ch_1":36.45682,"neighbor_var_dist_ch_1":103.24553,"perim_ch_1":93.53047,"shape_bfr_ch_1":0.66532,"shape_lwr_ch_1":1.95262,"shape_p_2_a_ch_1":1.70509,"skew_inten_ch_1":-0.43282,"skew_inten_ch_3":1.63499,"skew_inten_ch_4":0.83877,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":141072,"total_inten_ch_2":170429,"total_inten_ch_3":98015,"total_inten_ch_4":134715,"var_inten_ch_1":156.04025,"var_inten_ch_3":330.71623,"var_inten_ch_4":318.90144,"width_ch_1":17.44083}
{"case":"Train","class":"WS","angle_ch_1":111.34157,"area_ch_1":284,"avg_inten_ch_1":62.34317,"avg_inten_ch_2":142.20295,"avg_inten_ch_3":68.21033,"avg_inten_ch_4":50.72694,"convex_hull_area_ratio_ch_1":1.28559,"convex_hull_perim_ratio_ch_1":0.89707,"diff_inten_density_ch_1":65.2,"diff_inten_density_ch_3":51.99592,"diff_inten_density_ch_4":33.26531,"entropy_inten_ch_1":6.72103,"entropy_inten_ch_3":5.05814,"entropy_inten_ch_4":5.73777,"eq_circ_diam_ch_1":19.01774,"eq_ellipse_lwr_ch_1":2.43467,"eq_ellipse_oblate_vol_ch_1":569.37128,"eq_ellipse_prolate_vol_ch_1":233.85972,"eq_sphere_area_ch_1":1136.23356,"eq_sphere_vol_ch_1":3601.43211,"fiber_align_2_ch_3":1.7711,"fiber_align_2_ch_4":1.25229,"fiber_length_ch_1":37.12138,"fiber_width_ch_1":7.98393,"inten_cooc_asm_ch_3":0.14223,"inten_cooc_asm_ch_4":0.03531,"inten_cooc_contrast_ch_3":3.54592,"inten_cooc_contrast_ch_4":6.58942,"inten_cooc_entropy_ch_3":4.95443,"inten_cooc_entropy_ch_4":6.21758,"inten_cooc_max_ch_3":0.38,"inten_cooc_max_ch_4":0.176,"kurt_inten_ch_1":-0.37391,"kurt_inten_ch_3":3.12471,"kurt_inten_ch_4":-0.81352,"length_ch_1":33.2434,"neighbor_avg_dist_ch_1":227.64355,"neighbor_min_dist_ch_1":17.88006,"neighbor_var_dist_ch_1":106.95829,"perim_ch_1":90.21062,"shape_bfr_ch_1":0.48723,"shape_lwr_ch_1":1.89556,"shape_p_2_a_ch_1":2.18505,"skew_inten_ch_1":0.56645,"skew_inten_ch_3":1.73732,"skew_inten_ch_4":0.57893,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":3,"total_inten_ch_1":16895,"total_inten_ch_2":38267,"total_inten_ch_3":18485,"total_inten_ch_4":13747,"var_inten_ch_1":42.8014,"var_inten_ch_3":92.01554,"var_inten_ch_4":48.65345,"width_ch_1":17.53747}
{"case":"Train","class":"WS","angle_ch_1":73.0804,"area_ch_1":333,"avg_inten_ch_1":212.80503,"avg_inten_ch_2":272.55975,"avg_inten_ch_3":276.71698,"avg_inten_ch_4":654.36164,"convex_hull_area_ratio_ch_1":1.06175,"convex_hull_perim_ratio_ch_1":0.95826,"diff_inten_density_ch_1":111.77834,"diff_inten_density_ch_3":171.30118,"diff_inten_density_ch_4":383.62606,"entropy_inten_ch_1":7.57924,"entropy_inten_ch_3":7.39498,"entropy_inten_ch_4":8.01799,"eq_circ_diam_ch_1":20.60098,"eq_ellipse_lwr_ch_1":1.09853,"eq_ellipse_oblate_vol_ch_1":486.1474,"eq_ellipse_prolate_vol_ch_1":442.54404,"eq_sphere_area_ch_1":1333.29252,"eq_sphere_vol_ch_1":4577.8544,"fiber_align_2_ch_3":1.49483,"fiber_align_2_ch_4":1.33162,"fiber_length_ch_1":21.45609,"fiber_width_ch_1":16.21906,"inten_cooc_asm_ch_3":0.01556,"inten_cooc_asm_ch_4":0.00753,"inten_cooc_contrast_ch_3":7.87893,"inten_cooc_contrast_ch_4":10.33308,"inten_cooc_entropy_ch_3":7.00652,"inten_cooc_entropy_ch_4":7.38335,"inten_cooc_max_ch_3":0.09864,"inten_cooc_max_ch_4":0.03401,"kurt_inten_ch_1":-0.10514,"kurt_inten_ch_3":0.33111,"kurt_inten_ch_4":-0.42988,"length_ch_1":25.59354,"neighbor_avg_dist_ch_1":224.05679,"neighbor_min_dist_ch_1":14.90689,"neighbor_var_dist_ch_1":105.88729,"perim_ch_1":75.35031,"shape_bfr_ch_1":0.57487,"shape_lwr_ch_1":1.12971,"shape_p_2_a_ch_1":1.29832,"skew_inten_ch_1":0.15986,"skew_inten_ch_3":0.79387,"skew_inten_ch_4":0.53204,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":67672,"total_inten_ch_2":86357,"total_inten_ch_3":87996,"total_inten_ch_4":208087,"var_inten_ch_1":104.91056,"var_inten_ch_3":221.61983,"var_inten_ch_4":459.16949,"width_ch_1":22.65506}
{"case":"Train","class":"WS","angle_ch_1":50.42981,"area_ch_1":362,"avg_inten_ch_1":48.10983,"avg_inten_ch_2":124.58092,"avg_inten_ch_3":70.0578,"avg_inten_ch_4":102.03468,"convex_hull_area_ratio_ch_1":1.2139,"convex_hull_perim_ratio_ch_1":0.86065,"diff_inten_density_ch_1":55.12759,"diff_inten_density_ch_3":68.0941,"diff_inten_density_ch_4":96.44179,"entropy_inten_ch_1":6.52152,"entropy_inten_ch_3":5.71991,"entropy_inten_ch_4":5.58512,"eq_circ_diam_ch_1":21.48881,"eq_ellipse_lwr_ch_1":2.59094,"eq_ellipse_oblate_vol_ch_1":847.35297,"eq_ellipse_prolate_vol_ch_1":327.04465,"eq_sphere_area_ch_1":1450.68934,"eq_sphere_vol_ch_1":5195.59684,"fiber_align_2_ch_3":1.65823,"fiber_align_2_ch_4":1.76449,"fiber_length_ch_1":44.60503,"fiber_width_ch_1":8.62423,"inten_cooc_asm_ch_3":0.0733,"inten_cooc_asm_ch_4":0.08744,"inten_cooc_contrast_ch_3":7.40063,"inten_cooc_contrast_ch_4":6.90073,"inten_cooc_entropy_ch_3":5.86719,"inten_cooc_entropy_ch_4":5.66389,"inten_cooc_max_ch_3":0.26837,"inten_cooc_max_ch_4":0.28754,"kurt_inten_ch_1":-0.63386,"kurt_inten_ch_3":0.94431,"kurt_inten_ch_4":0.18168,"length_ch_1":38.16114,"neighbor_avg_dist_ch_1":187.12046,"neighbor_min_dist_ch_1":16.94706,"neighbor_var_dist_ch_1":87.9308,"perim_ch_1":106.45854,"shape_bfr_ch_1":0.54309,"shape_lwr_ch_1":2.18072,"shape_p_2_a_ch_1":2.34447,"skew_inten_ch_1":0.41028,"skew_inten_ch_3":1.26689,"skew_inten_ch_4":1.09392,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":16646,"total_inten_ch_2":42760,"total_inten_ch_3":24240,"total_inten_ch_4":35304,"var_inten_ch_1":32.50637,"var_inten_ch_3":81.88136,"var_inten_ch_4":122.9744,"width_ch_1":17.49937}
{"case":"Test","class":"PS","angle_ch_1":114.89561,"area_ch_1":163,"avg_inten_ch_1":94.41667,"avg_inten_ch_2":207.39744,"avg_inten_ch_3":161.66667,"avg_inten_ch_4":250.12179,"convex_hull_area_ratio_ch_1":1.07622,"convex_hull_perim_ratio_ch_1":0.9564,"diff_inten_density_ch_1":59.67857,"diff_inten_density_ch_3":95.41429,"diff_inten_density_ch_4":183.36429,"entropy_inten_ch_1":6.51108,"entropy_inten_ch_3":5.68776,"entropy_inten_ch_4":6.05768,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":2.14818,"eq_ellipse_oblate_vol_ch_1":233.58459,"eq_ellipse_prolate_vol_ch_1":108.73584,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.12848,"fiber_align_2_ch_4":1.54851,"fiber_length_ch_1":18.83942,"fiber_width_ch_1":9.12462,"inten_cooc_asm_ch_3":0.06349,"inten_cooc_asm_ch_4":0.02791,"inten_cooc_contrast_ch_3":4.8268,"inten_cooc_contrast_ch_4":12.85145,"inten_cooc_entropy_ch_3":5.72193,"inten_cooc_entropy_ch_4":6.53738,"inten_cooc_max_ch_3":0.24648,"inten_cooc_max_ch_4":0.16901,"kurt_inten_ch_1":0.1405,"kurt_inten_ch_3":-0.04164,"kurt_inten_ch_4":-1.44441,"length_ch_1":21.457,"neighbor_avg_dist_ch_1":209.43497,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":109.43065,"perim_ch_1":55.92807,"shape_bfr_ch_1":0.6739,"shape_lwr_ch_1":1.89746,"shape_p_2_a_ch_1":1.44799,"skew_inten_ch_1":0.53595,"skew_inten_ch_3":0.79732,"skew_inten_ch_4":0.0342,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":14729,"total_inten_ch_2":32199,"total_inten_ch_3":25220,"total_inten_ch_4":39019,"var_inten_ch_1":45.01395,"var_inten_ch_3":154.68161,"var_inten_ch_4":198.50245,"width_ch_1":11.30829}
{"case":"Test","class":"PS","angle_ch_1":176.03544,"area_ch_1":228,"avg_inten_ch_1":57,"avg_inten_ch_2":220.78899,"avg_inten_ch_3":54.90367,"avg_inten_ch_4":132.32569,"convex_hull_area_ratio_ch_1":1.04571,"convex_hull_perim_ratio_ch_1":0.96821,"diff_inten_density_ch_1":49.88557,"diff_inten_density_ch_3":37.46766,"diff_inten_density_ch_4":63.36816,"entropy_inten_ch_1":6.432,"entropy_inten_ch_3":6.11135,"entropy_inten_ch_4":7.0614,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":1.2553,"eq_ellipse_oblate_vol_ch_1":294.97093,"eq_ellipse_prolate_vol_ch_1":234.98133,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.62542,"fiber_align_2_ch_4":1.67155,"fiber_length_ch_1":16.09444,"fiber_width_ch_1":14.60477,"inten_cooc_asm_ch_3":0.02599,"inten_cooc_asm_ch_4":0.00801,"inten_cooc_contrast_ch_3":7.68905,"inten_cooc_contrast_ch_4":9.03234,"inten_cooc_entropy_ch_3":6.60298,"inten_cooc_entropy_ch_4":7.21219,"inten_cooc_max_ch_3":0.14428,"inten_cooc_max_ch_4":0.02488,"kurt_inten_ch_1":-0.36422,"kurt_inten_ch_3":0.6202,"kurt_inten_ch_4":-0.81025,"length_ch_1":18.14175,"neighbor_avg_dist_ch_1":295.61153,"neighbor_min_dist_ch_1":50.57246,"neighbor_var_dist_ch_1":137.18613,"perim_ch_1":61.39843,"shape_bfr_ch_1":0.78932,"shape_lwr_ch_1":1.13688,"shape_p_2_a_ch_1":1.27624,"skew_inten_ch_1":0.30295,"skew_inten_ch_3":1.02008,"skew_inten_ch_4":0.18302,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":12426,"total_inten_ch_2":47915,"total_inten_ch_3":11969,"total_inten_ch_4":28847,"var_inten_ch_1":33.84246,"var_inten_ch_3":51.34025,"var_inten_ch_4":74.82334,"width_ch_1":15.95746}
{"case":"Test","class":"PS","angle_ch_1":171.71953,"area_ch_1":188,"avg_inten_ch_1":34.85,"avg_inten_ch_2":89.43333,"avg_inten_ch_3":9.63889,"avg_inten_ch_4":6.14444,"convex_hull_area_ratio_ch_1":1.17723,"convex_hull_perim_ratio_ch_1":0.84777,"diff_inten_density_ch_1":42.08571,"diff_inten_density_ch_3":10.1746,"diff_inten_density_ch_4":9.65397,"entropy_inten_ch_1":5.90477,"entropy_inten_ch_3":3.16546,"entropy_inten_ch_4":3.31655,"eq_circ_diam_ch_1":15.49924,"eq_ellipse_lwr_ch_1":2.48607,"eq_ellipse_oblate_vol_ch_1":311.44904,"eq_ellipse_prolate_vol_ch_1":125.27766,"eq_sphere_area_ch_1":754.69388,"eq_sphere_vol_ch_1":1949.53059,"fiber_align_2_ch_3":1.51958,"fiber_align_2_ch_4":1.29765,"fiber_length_ch_1":30.36902,"fiber_width_ch_1":6.67002,"inten_cooc_asm_ch_3":0.18286,"inten_cooc_asm_ch_4":0.10565,"inten_cooc_contrast_ch_3":3.35371,"inten_cooc_contrast_ch_4":8.52062,"inten_cooc_entropy_ch_3":4.03347,"inten_cooc_entropy_ch_4":4.74811,"inten_cooc_max_ch_3":0.42308,"inten_cooc_max_ch_4":0.30818,"kurt_inten_ch_1":0.43013,"kurt_inten_ch_3":7.17548,"kurt_inten_ch_4":11.84038,"length_ch_1":25.34741,"neighbor_avg_dist_ch_1":269.13036,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":140.76185,"perim_ch_1":74.07809,"shape_bfr_ch_1":0.61129,"shape_lwr_ch_1":2.08164,"shape_p_2_a_ch_1":2.1558,"skew_inten_ch_1":0.75524,"skew_inten_ch_3":2.58855,"skew_inten_ch_4":3.12795,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6273,"total_inten_ch_2":15919,"total_inten_ch_3":1735,"total_inten_ch_4":1106,"var_inten_ch_1":22.08179,"var_inten_ch_3":18.89232,"var_inten_ch_4":11.74692,"width_ch_1":12.17663}
{"case":"Test","class":"WS","angle_ch_1":110.37581,"area_ch_1":405,"avg_inten_ch_1":764.65375,"avg_inten_ch_2":361.05943,"avg_inten_ch_3":50.45736,"avg_inten_ch_4":302.21189,"convex_hull_area_ratio_ch_1":1.03764,"convex_hull_perim_ratio_ch_1":0.95956,"diff_inten_density_ch_1":265.31087,"diff_inten_density_ch_3":38.989,"diff_inten_density_ch_4":166.23521,"entropy_inten_ch_1":8.29381,"entropy_inten_ch_3":5.92115,"entropy_inten_ch_4":7.2202,"eq_circ_diam_ch_1":22.72635,"eq_ellipse_lwr_ch_1":1.67935,"eq_ellipse_oblate_vol_ch_1":806.97161,"eq_ellipse_prolate_vol_ch_1":480.52694,"eq_sphere_area_ch_1":1622.59184,"eq_sphere_vol_ch_1":6145.93189,"fiber_align_2_ch_3":1.44103,"fiber_align_2_ch_4":1.3593,"fiber_length_ch_1":23.27817,"fiber_width_ch_1":17.94394,"inten_cooc_asm_ch_3":0.04147,"inten_cooc_asm_ch_4":0.02809,"inten_cooc_contrast_ch_3":7.46208,"inten_cooc_contrast_ch_4":6.47075,"inten_cooc_entropy_ch_3":6.33645,"inten_cooc_entropy_ch_4":6.59735,"inten_cooc_max_ch_3":0.19444,"inten_cooc_max_ch_4":0.14722,"kurt_inten_ch_1":-0.87406,"kurt_inten_ch_3":7.99469,"kurt_inten_ch_4":-0.74932,"length_ch_1":30.54728,"neighbor_avg_dist_ch_1":232.80426,"neighbor_min_dist_ch_1":45.05925,"neighbor_var_dist_ch_1":104.23099,"perim_ch_1":82.44422,"shape_bfr_ch_1":0.68887,"shape_lwr_ch_1":1.58464,"shape_p_2_a_ch_1":1.29492,"skew_inten_ch_1":-0.02335,"skew_inten_ch_3":2.36493,"skew_inten_ch_4":0.43626,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":295921,"total_inten_ch_2":139344,"total_inten_ch_3":19527,"total_inten_ch_4":116956,"var_inten_ch_1":359.01002,"var_inten_ch_3":57.93198,"var_inten_ch_4":244.56338,"width_ch_1":19.27711}
{"case":"Test","class":"WS","angle_ch_1":40.20602,"area_ch_1":310,"avg_inten_ch_1":56.03716,"avg_inten_ch_2":167.625,"avg_inten_ch_3":22.83784,"avg_inten_ch_4":112.77027,"convex_hull_area_ratio_ch_1":1.14401,"convex_hull_perim_ratio_ch_1":0.9319,"diff_inten_density_ch_1":48.77615,"diff_inten_density_ch_3":21.57248,"diff_inten_density_ch_4":64.67706,"entropy_inten_ch_1":6.59832,"entropy_inten_ch_3":4.79303,"entropy_inten_ch_4":6.69463,"eq_circ_diam_ch_1":19.87559,"eq_ellipse_lwr_ch_1":1.68188,"eq_ellipse_oblate_vol_ch_1":540.20195,"eq_ellipse_prolate_vol_ch_1":321.19005,"eq_sphere_area_ch_1":1241.05215,"eq_sphere_vol_ch_1":4111.10778,"fiber_align_2_ch_3":1.44612,"fiber_align_2_ch_4":1.54665,"fiber_length_ch_1":29.24898,"fiber_width_ch_1":11.07353,"inten_cooc_asm_ch_3":0.08916,"inten_cooc_asm_ch_4":0.01973,"inten_cooc_contrast_ch_3":6.73197,"inten_cooc_contrast_ch_4":9.06585,"inten_cooc_entropy_ch_3":5.59773,"inten_cooc_entropy_ch_4":6.86019,"inten_cooc_max_ch_3":0.2952,"inten_cooc_max_ch_4":0.11679,"kurt_inten_ch_1":-0.39163,"kurt_inten_ch_3":-0.44428,"kurt_inten_ch_4":-0.82478,"length_ch_1":27.7766,"neighbor_avg_dist_ch_1":258.03067,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":138.29634,"perim_ch_1":80.64502,"shape_bfr_ch_1":0.56979,"shape_lwr_ch_1":1.41691,"shape_p_2_a_ch_1":1.59789,"skew_inten_ch_1":0.3702,"skew_inten_ch_3":0.88053,"skew_inten_ch_4":0.21228,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":16587,"total_inten_ch_2":49322,"total_inten_ch_3":6760,"total_inten_ch_4":33380,"var_inten_ch_1":33.18939,"var_inten_ch_3":26.2532,"var_inten_ch_4":83.12016,"width_ch_1":19.60369}
{"case":"Train","class":"PS","angle_ch_1":72.40717,"area_ch_1":498,"avg_inten_ch_1":50.98529,"avg_inten_ch_2":41.38235,"avg_inten_ch_3":122.09874,"avg_inten_ch_4":83.92437,"convex_hull_area_ratio_ch_1":1.41264,"convex_hull_perim_ratio_ch_1":0.71132,"diff_inten_density_ch_1":60.53542,"diff_inten_density_ch_3":132.21022,"diff_inten_density_ch_4":65.02091,"entropy_inten_ch_1":6.59677,"entropy_inten_ch_3":7.17272,"entropy_inten_ch_4":6.31817,"eq_circ_diam_ch_1":25.20448,"eq_ellipse_lwr_ch_1":1.89375,"eq_ellipse_oblate_vol_ch_1":1168.94301,"eq_ellipse_prolate_vol_ch_1":617.26354,"eq_sphere_area_ch_1":1995.74603,"eq_sphere_vol_ch_1":8383.6227,"fiber_align_2_ch_3":1.45847,"fiber_align_2_ch_4":1.76135,"fiber_length_ch_1":67.85537,"fiber_width_ch_1":7.75843,"inten_cooc_asm_ch_3":0.00811,"inten_cooc_asm_ch_4":0.0478,"inten_cooc_contrast_ch_3":22.05488,"inten_cooc_contrast_ch_4":9.54518,"inten_cooc_entropy_ch_3":7.63878,"inten_cooc_entropy_ch_4":6.35477,"inten_cooc_max_ch_3":0.05896,"inten_cooc_max_ch_4":0.21542,"kurt_inten_ch_1":16.10165,"kurt_inten_ch_3":14.73895,"kurt_inten_ch_4":0.55592,"length_ch_1":43.15495,"neighbor_avg_dist_ch_1":186.65425,"neighbor_min_dist_ch_1":20.27039,"neighbor_var_dist_ch_1":103.95492,"perim_ch_1":151.2276,"shape_bfr_ch_1":0.4617,"shape_lwr_ch_1":1.72338,"shape_p_2_a_ch_1":3.45694,"skew_inten_ch_1":3.36894,"skew_inten_ch_3":3.20471,"skew_inten_ch_4":1.07703,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":11,"total_inten_ch_1":24269,"total_inten_ch_2":19223,"total_inten_ch_3":58119,"total_inten_ch_4":39948,"var_inten_ch_1":56.62962,"var_inten_ch_3":139.87301,"var_inten_ch_4":84.90072,"width_ch_1":25.04095}
{"case":"Test","class":"PS","angle_ch_1":88.59354,"area_ch_1":1546,"avg_inten_ch_1":27.13424,"avg_inten_ch_2":34.05492,"avg_inten_ch_3":22.68881,"avg_inten_ch_4":22.50508,"convex_hull_area_ratio_ch_1":1.22321,"convex_hull_perim_ratio_ch_1":0.6357,"diff_inten_density_ch_1":39.74577,"diff_inten_density_ch_3":24.35203,"diff_inten_density_ch_4":28.17296,"entropy_inten_ch_1":5.87022,"entropy_inten_ch_3":5.34049,"entropy_inten_ch_4":5.60169,"eq_circ_diam_ch_1":44.36804,"eq_ellipse_lwr_ch_1":2.07971,"eq_ellipse_oblate_vol_ch_1":6682.07592,"eq_ellipse_prolate_vol_ch_1":3212.97803,"eq_sphere_area_ch_1":6184.29705,"eq_sphere_vol_ch_1":45730.85554,"fiber_align_2_ch_3":1.3422,"fiber_align_2_ch_4":1.35195,"fiber_length_ch_1":125.66971,"fiber_width_ch_1":12.72389,"inten_cooc_asm_ch_3":0.03431,"inten_cooc_asm_ch_4":0.00947,"inten_cooc_contrast_ch_3":12.7305,"inten_cooc_contrast_ch_4":25.20238,"inten_cooc_entropy_ch_3":6.75529,"inten_cooc_entropy_ch_4":7.68104,"inten_cooc_max_ch_3":0.17137,"inten_cooc_max_ch_4":0.0701,"kurt_inten_ch_1":0.19837,"kurt_inten_ch_3":0.09966,"kurt_inten_ch_4":-0.06848,"length_ch_1":66.75373,"neighbor_avg_dist_ch_1":184.89295,"neighbor_min_dist_ch_1":45.88906,"neighbor_var_dist_ch_1":77.98895,"perim_ch_1":276.7872,"shape_bfr_ch_1":0.69964,"shape_lwr_ch_1":2.01649,"shape_p_2_a_ch_1":3.81267,"skew_inten_ch_1":0.74656,"skew_inten_ch_3":0.88763,"skew_inten_ch_4":0.75133,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":34,"total_inten_ch_1":40023,"total_inten_ch_2":48757,"total_inten_ch_3":33466,"total_inten_ch_4":33195,"var_inten_ch_1":22.49615,"var_inten_ch_3":22.58012,"var_inten_ch_4":19.49777,"width_ch_1":33.10384}
{"case":"Test","class":"WS","angle_ch_1":47.25335,"area_ch_1":405,"avg_inten_ch_1":228.22481,"avg_inten_ch_2":146.97933,"avg_inten_ch_3":22.84496,"avg_inten_ch_4":99.6615,"convex_hull_area_ratio_ch_1":1.01635,"convex_hull_perim_ratio_ch_1":0.98424,"diff_inten_density_ch_1":79.93151,"diff_inten_density_ch_3":19.24658,"diff_inten_density_ch_4":47.13973,"entropy_inten_ch_1":7.81621,"entropy_inten_ch_3":3.80592,"entropy_inten_ch_4":5.74132,"eq_circ_diam_ch_1":22.72635,"eq_ellipse_lwr_ch_1":1.29918,"eq_ellipse_oblate_vol_ch_1":709.77778,"eq_ellipse_prolate_vol_ch_1":546.32817,"eq_sphere_area_ch_1":1622.59184,"eq_sphere_vol_ch_1":6145.93189,"fiber_align_2_ch_3":1.62882,"fiber_align_2_ch_4":1.48636,"fiber_length_ch_1":19.37521,"fiber_width_ch_1":19.37521,"inten_cooc_asm_ch_3":0.28033,"inten_cooc_asm_ch_4":0.09669,"inten_cooc_contrast_ch_3":2.02192,"inten_cooc_contrast_ch_4":3.06986,"inten_cooc_entropy_ch_3":3.74222,"inten_cooc_entropy_ch_4":5.3523,"inten_cooc_max_ch_3":0.52603,"inten_cooc_max_ch_4":0.30137,"kurt_inten_ch_1":-0.96416,"kurt_inten_ch_3":2.39606,"kurt_inten_ch_4":-1.15289,"length_ch_1":27.54548,"neighbor_avg_dist_ch_1":203.91557,"neighbor_min_dist_ch_1":30.23273,"neighbor_var_dist_ch_1":83.43048,"perim_ch_1":77.50083,"shape_bfr_ch_1":0.70104,"shape_lwr_ch_1":1.31128,"shape_p_2_a_ch_1":1.14716,"skew_inten_ch_1":-0.12122,"skew_inten_ch_3":1.74029,"skew_inten_ch_4":0.3448,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":88323,"total_inten_ch_2":56495,"total_inten_ch_3":8841,"total_inten_ch_4":38569,"var_inten_ch_1":110.86201,"var_inten_ch_3":36.57878,"var_inten_ch_4":92.18304,"width_ch_1":21.00657}
{"case":"Test","class":"PS","angle_ch_1":51.63217,"area_ch_1":235,"avg_inten_ch_1":69.24444,"avg_inten_ch_2":201.14667,"avg_inten_ch_3":139.27556,"avg_inten_ch_4":151.51556,"convex_hull_area_ratio_ch_1":1.05845,"convex_hull_perim_ratio_ch_1":0.94855,"diff_inten_density_ch_1":66.90315,"diff_inten_density_ch_3":127.8862,"diff_inten_density_ch_4":99.70702,"entropy_inten_ch_1":6.58838,"entropy_inten_ch_3":6.81875,"entropy_inten_ch_4":6.7632,"eq_circ_diam_ch_1":17.32868,"eq_ellipse_lwr_ch_1":1.4124,"eq_ellipse_oblate_vol_ch_1":328.07628,"eq_ellipse_prolate_vol_ch_1":232.28214,"eq_sphere_area_ch_1":943.36735,"eq_sphere_vol_ch_1":2724.55182,"fiber_align_2_ch_3":1.01348,"fiber_align_2_ch_4":1.03607,"fiber_length_ch_1":15.68586,"fiber_width_ch_1":15.68586,"inten_cooc_asm_ch_3":0.00967,"inten_cooc_asm_ch_4":0.00953,"inten_cooc_contrast_ch_3":13.70372,"inten_cooc_contrast_ch_4":11.42819,"inten_cooc_entropy_ch_3":7.1705,"inten_cooc_entropy_ch_4":7.14952,"inten_cooc_max_ch_3":0.0534,"inten_cooc_max_ch_4":0.04854,"kurt_inten_ch_1":4.98333,"kurt_inten_ch_3":5.31143,"kurt_inten_ch_4":-1.12686,"length_ch_1":21.90739,"neighbor_avg_dist_ch_1":211.14438,"neighbor_min_dist_ch_1":39.38674,"neighbor_var_dist_ch_1":105.93024,"perim_ch_1":62.74342,"shape_bfr_ch_1":0.6664,"shape_lwr_ch_1":1.35611,"shape_p_2_a_ch_1":1.27045,"skew_inten_ch_1":1.71992,"skew_inten_ch_3":1.86363,"skew_inten_ch_4":0.04706,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":15580,"total_inten_ch_2":45034,"total_inten_ch_3":31337,"total_inten_ch_4":34091,"var_inten_ch_1":54.3583,"var_inten_ch_3":132.54716,"var_inten_ch_4":101.95145,"width_ch_1":16.1546}
{"case":"Train","class":"WS","angle_ch_1":166.06213,"area_ch_1":404,"avg_inten_ch_1":169.70725,"avg_inten_ch_2":243.06477,"avg_inten_ch_3":50.67617,"avg_inten_ch_4":98.67876,"convex_hull_area_ratio_ch_1":1.12759,"convex_hull_perim_ratio_ch_1":0.93864,"diff_inten_density_ch_1":74.72981,"diff_inten_density_ch_3":52.3649,"diff_inten_density_ch_4":58.8078,"entropy_inten_ch_1":7.68897,"entropy_inten_ch_3":5.41019,"entropy_inten_ch_4":6.18735,"eq_circ_diam_ch_1":22.69697,"eq_ellipse_lwr_ch_1":1.86832,"eq_ellipse_oblate_vol_ch_1":847.86787,"eq_ellipse_prolate_vol_ch_1":453.8129,"eq_sphere_area_ch_1":1618.39909,"eq_sphere_vol_ch_1":6122.12585,"fiber_align_2_ch_3":1.30254,"fiber_align_2_ch_4":1.61507,"fiber_length_ch_1":36.43374,"fiber_width_ch_1":11.44313,"inten_cooc_asm_ch_3":0.07989,"inten_cooc_asm_ch_4":0.05934,"inten_cooc_contrast_ch_3":7.99544,"inten_cooc_contrast_ch_4":4.99819,"inten_cooc_entropy_ch_3":5.76248,"inten_cooc_entropy_ch_4":6.02883,"inten_cooc_max_ch_3":0.27473,"inten_cooc_max_ch_4":0.23352,"kurt_inten_ch_1":-0.66327,"kurt_inten_ch_3":4.41992,"kurt_inten_ch_4":-0.81556,"length_ch_1":35.49638,"neighbor_avg_dist_ch_1":202.86057,"neighbor_min_dist_ch_1":25.34833,"neighbor_var_dist_ch_1":104.33194,"perim_ch_1":95.75374,"shape_bfr_ch_1":0.55296,"shape_lwr_ch_1":1.72203,"shape_p_2_a_ch_1":1.75005,"skew_inten_ch_1":0.28041,"skew_inten_ch_3":2.04443,"skew_inten_ch_4":0.49808,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":13,"total_inten_ch_1":65507,"total_inten_ch_2":93438,"total_inten_ch_3":19561,"total_inten_ch_4":38090,"var_inten_ch_1":95.29879,"var_inten_ch_3":73.08527,"var_inten_ch_4":91.10596,"width_ch_1":20.61313}
{"case":"Test","class":"WS","angle_ch_1":118.39948,"area_ch_1":157,"avg_inten_ch_1":506.88,"avg_inten_ch_2":432,"avg_inten_ch_3":231.72,"avg_inten_ch_4":530.54667,"convex_hull_area_ratio_ch_1":1.02244,"convex_hull_perim_ratio_ch_1":0.98085,"diff_inten_density_ch_1":167.60073,"diff_inten_density_ch_3":118.41392,"diff_inten_density_ch_4":170.17216,"entropy_inten_ch_1":7.02379,"entropy_inten_ch_3":6.94639,"entropy_inten_ch_4":6.80869,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.14332,"eq_ellipse_oblate_vol_ch_1":160.67271,"eq_ellipse_prolate_vol_ch_1":140.53184,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.09632,"fiber_align_2_ch_4":1.82151,"fiber_length_ch_1":12.02223,"fiber_width_ch_1":12.02223,"inten_cooc_asm_ch_3":0.01036,"inten_cooc_asm_ch_4":0.00917,"inten_cooc_contrast_ch_3":6.18584,"inten_cooc_contrast_ch_4":16.7854,"inten_cooc_entropy_ch_3":6.81797,"inten_cooc_entropy_ch_4":7.05249,"inten_cooc_max_ch_3":0.02941,"inten_cooc_max_ch_4":0.02941,"kurt_inten_ch_1":-0.35042,"kurt_inten_ch_3":0.38686,"kurt_inten_ch_4":1.8865,"length_ch_1":16.50388,"neighbor_avg_dist_ch_1":281.28292,"neighbor_min_dist_ch_1":25.61571,"neighbor_var_dist_ch_1":115.64813,"perim_ch_1":48.08891,"shape_bfr_ch_1":0.66672,"shape_lwr_ch_1":1.155,"shape_p_2_a_ch_1":1.12542,"skew_inten_ch_1":-0.63571,"skew_inten_ch_3":0.88616,"skew_inten_ch_4":-0.80341,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":76032,"total_inten_ch_2":64651,"total_inten_ch_3":34758,"total_inten_ch_4":79582,"var_inten_ch_1":204.45573,"var_inten_ch_3":165.88189,"var_inten_ch_4":185.5928,"width_ch_1":14.28903}
{"case":"Test","class":"PS","angle_ch_1":23.52906,"area_ch_1":160,"avg_inten_ch_1":69.30065,"avg_inten_ch_2":22.68627,"avg_inten_ch_3":151.69935,"avg_inten_ch_4":82.67974,"convex_hull_area_ratio_ch_1":1.14729,"convex_hull_perim_ratio_ch_1":0.94066,"diff_inten_density_ch_1":49.25641,"diff_inten_density_ch_3":74.94872,"diff_inten_density_ch_4":42.61172,"entropy_inten_ch_1":6.27181,"entropy_inten_ch_3":6.5954,"entropy_inten_ch_4":6.06905,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":1.63819,"eq_ellipse_oblate_vol_ch_1":198.12568,"eq_ellipse_prolate_vol_ch_1":120.94185,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.80081,"fiber_align_2_ch_4":1.00419,"fiber_length_ch_1":20.04312,"fiber_width_ch_1":8.43282,"inten_cooc_asm_ch_3":0.00902,"inten_cooc_asm_ch_4":0.01481,"inten_cooc_contrast_ch_3":12.20821,"inten_cooc_contrast_ch_4":4.92963,"inten_cooc_entropy_ch_3":6.99862,"inten_cooc_entropy_ch_4":6.57277,"inten_cooc_max_ch_3":0.02174,"inten_cooc_max_ch_4":0.07971,"kurt_inten_ch_1":-0.84565,"kurt_inten_ch_3":-0.85319,"kurt_inten_ch_4":-0.96827,"length_ch_1":20.16613,"neighbor_avg_dist_ch_1":236.58163,"neighbor_min_dist_ch_1":23.0982,"neighbor_var_dist_ch_1":128.37119,"perim_ch_1":56.95188,"shape_bfr_ch_1":0.55177,"shape_lwr_ch_1":1.39919,"shape_p_2_a_ch_1":1.52709,"skew_inten_ch_1":-0.07905,"skew_inten_ch_3":-0.46281,"skew_inten_ch_4":0.33561,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10603,"total_inten_ch_2":3319,"total_inten_ch_3":23210,"total_inten_ch_4":12650,"var_inten_ch_1":33.81709,"var_inten_ch_3":78.63352,"var_inten_ch_4":64.75985,"width_ch_1":14.41276}
{"case":"Train","class":"PS","angle_ch_1":82.51187,"area_ch_1":159,"avg_inten_ch_1":58.04605,"avg_inten_ch_2":41.52632,"avg_inten_ch_3":137.16447,"avg_inten_ch_4":232.74342,"convex_hull_area_ratio_ch_1":1.12248,"convex_hull_perim_ratio_ch_1":0.91672,"diff_inten_density_ch_1":69.16296,"diff_inten_density_ch_3":135.68889,"diff_inten_density_ch_4":112.19259,"entropy_inten_ch_1":6.30196,"entropy_inten_ch_3":6.34986,"entropy_inten_ch_4":6.16003,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":1.17391,"eq_ellipse_oblate_vol_ch_1":166.07505,"eq_ellipse_prolate_vol_ch_1":141.47167,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.50715,"fiber_align_2_ch_4":1.70968,"fiber_length_ch_1":20.75736,"fiber_width_ch_1":8.14265,"inten_cooc_asm_ch_3":0.01007,"inten_cooc_asm_ch_4":0.02845,"inten_cooc_contrast_ch_3":14.12963,"inten_cooc_contrast_ch_4":9.31481,"inten_cooc_entropy_ch_3":6.94608,"inten_cooc_entropy_ch_4":6.41301,"inten_cooc_max_ch_3":0.03704,"inten_cooc_max_ch_4":0.14815,"kurt_inten_ch_1":5.39468,"kurt_inten_ch_3":3.05128,"kurt_inten_ch_4":-0.84091,"length_ch_1":17.92345,"neighbor_avg_dist_ch_1":171.89337,"neighbor_min_dist_ch_1":28.7397,"neighbor_var_dist_ch_1":74.49445,"perim_ch_1":57.80003,"shape_bfr_ch_1":0.57874,"shape_lwr_ch_1":1.16692,"shape_p_2_a_ch_1":1.57292,"skew_inten_ch_1":2.23468,"skew_inten_ch_3":1.8202,"skew_inten_ch_4":-0.19787,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":8823,"total_inten_ch_2":6161,"total_inten_ch_3":20849,"total_inten_ch_4":35377,"var_inten_ch_1":65.8879,"var_inten_ch_3":159.13291,"var_inten_ch_4":151.92383,"width_ch_1":15.3596}
{"case":"Train","class":"PS","angle_ch_1":108.27005,"area_ch_1":156,"avg_inten_ch_1":23.69128,"avg_inten_ch_2":3.58389,"avg_inten_ch_3":48.81879,"avg_inten_ch_4":52.26174,"convex_hull_area_ratio_ch_1":1.18182,"convex_hull_perim_ratio_ch_1":0.84476,"diff_inten_density_ch_1":39.77395,"diff_inten_density_ch_3":38.61686,"diff_inten_density_ch_4":42.91571,"entropy_inten_ch_1":5.40388,"entropy_inten_ch_3":5.87916,"entropy_inten_ch_4":5.75655,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.71417,"eq_ellipse_oblate_vol_ch_1":194.77237,"eq_ellipse_prolate_vol_ch_1":113.62517,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.922,"fiber_length_ch_1":24.85816,"fiber_width_ch_1":6.72558,"inten_cooc_asm_ch_3":0.00783,"inten_cooc_asm_ch_4":0.02392,"inten_cooc_contrast_ch_3":37.60671,"inten_cooc_contrast_ch_4":13.58623,"inten_cooc_entropy_ch_3":7.26835,"inten_cooc_entropy_ch_4":6.53933,"inten_cooc_max_ch_3":0.03731,"inten_cooc_max_ch_4":0.13386,"kurt_inten_ch_1":2.23075,"kurt_inten_ch_3":3.26839,"kurt_inten_ch_4":-0.34086,"length_ch_1":20.39754,"neighbor_avg_dist_ch_1":197.55923,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":113.85918,"perim_ch_1":63.1675,"shape_bfr_ch_1":0.59082,"shape_lwr_ch_1":1.57394,"shape_p_2_a_ch_1":1.89922,"skew_inten_ch_1":1.09592,"skew_inten_ch_3":1.16359,"skew_inten_ch_4":0.4211,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":3530,"total_inten_ch_2":386,"total_inten_ch_3":7274,"total_inten_ch_4":7787,"var_inten_ch_1":17.7431,"var_inten_ch_3":26.71778,"var_inten_ch_4":40.0259,"width_ch_1":12.95954}
{"case":"Train","class":"PS","angle_ch_1":145.92399,"area_ch_1":436,"avg_inten_ch_1":49.14423,"avg_inten_ch_2":247.625,"avg_inten_ch_3":81.63942,"avg_inten_ch_4":235.98077,"convex_hull_area_ratio_ch_1":1.20619,"convex_hull_perim_ratio_ch_1":0.8029,"diff_inten_density_ch_1":55.98695,"diff_inten_density_ch_3":67.79373,"diff_inten_density_ch_4":119.16188,"entropy_inten_ch_1":6.59214,"entropy_inten_ch_3":6.36517,"entropy_inten_ch_4":7.13147,"eq_circ_diam_ch_1":23.56247,"eq_ellipse_lwr_ch_1":1.37673,"eq_ellipse_oblate_vol_ch_1":814.30159,"eq_ellipse_prolate_vol_ch_1":591.47693,"eq_sphere_area_ch_1":1744.18141,"eq_sphere_vol_ch_1":6849.53819,"fiber_align_2_ch_3":1.62016,"fiber_align_2_ch_4":1.55319,"fiber_length_ch_1":44.20198,"fiber_width_ch_1":10.35097,"inten_cooc_asm_ch_3":0.03258,"inten_cooc_asm_ch_4":0.02363,"inten_cooc_contrast_ch_3":9.18582,"inten_cooc_contrast_ch_4":6.76567,"inten_cooc_entropy_ch_3":6.609,"inten_cooc_entropy_ch_4":6.76239,"inten_cooc_max_ch_3":0.16754,"inten_cooc_max_ch_4":0.13281,"kurt_inten_ch_1":1.33356,"kurt_inten_ch_3":2.38172,"kurt_inten_ch_4":-1.14616,"length_ch_1":30.3288,"neighbor_avg_dist_ch_1":227.98159,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":126.54556,"perim_ch_1":109.10589,"shape_bfr_ch_1":0.56905,"shape_lwr_ch_1":1.2004,"shape_p_2_a_ch_1":2.07043,"skew_inten_ch_1":1.30366,"skew_inten_ch_3":1.66438,"skew_inten_ch_4":0.10071,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":20444,"total_inten_ch_2":102597,"total_inten_ch_3":33962,"total_inten_ch_4":98168,"var_inten_ch_1":41.69507,"var_inten_ch_3":95.20943,"var_inten_ch_4":178.16846,"width_ch_1":25.26557}
{"case":"Test","class":"PS","angle_ch_1":132.2149,"area_ch_1":268,"avg_inten_ch_1":78.19922,"avg_inten_ch_2":289.70703,"avg_inten_ch_3":37.71484,"avg_inten_ch_4":112.59766,"convex_hull_area_ratio_ch_1":1.0653,"convex_hull_perim_ratio_ch_1":0.94034,"diff_inten_density_ch_1":50.57537,"diff_inten_density_ch_3":34.12951,"diff_inten_density_ch_4":60.03185,"entropy_inten_ch_1":6.73062,"entropy_inten_ch_3":5.14167,"entropy_inten_ch_4":6.5734,"eq_circ_diam_ch_1":18.48393,"eq_ellipse_lwr_ch_1":1.29567,"eq_ellipse_oblate_vol_ch_1":381.3548,"eq_ellipse_prolate_vol_ch_1":294.32949,"eq_sphere_area_ch_1":1073.3424,"eq_sphere_vol_ch_1":3306.59682,"fiber_align_2_ch_3":1.33816,"fiber_align_2_ch_4":1.29631,"fiber_length_ch_1":22.02516,"fiber_width_ch_1":12.75422,"inten_cooc_asm_ch_3":0.06698,"inten_cooc_asm_ch_4":0.02118,"inten_cooc_contrast_ch_3":7.3993,"inten_cooc_contrast_ch_4":5.78181,"inten_cooc_entropy_ch_3":5.86452,"inten_cooc_entropy_ch_4":6.66388,"inten_cooc_max_ch_3":0.24895,"inten_cooc_max_ch_4":0.11966,"kurt_inten_ch_1":1.84644,"kurt_inten_ch_3":17.82936,"kurt_inten_ch_4":-0.83063,"length_ch_1":21.90368,"neighbor_avg_dist_ch_1":201.28591,"neighbor_min_dist_ch_1":28.90336,"neighbor_var_dist_ch_1":86.91057,"perim_ch_1":69.55877,"shape_bfr_ch_1":0.6919,"shape_lwr_ch_1":1.23709,"shape_p_2_a_ch_1":1.37062,"skew_inten_ch_1":0.88977,"skew_inten_ch_3":4.03899,"skew_inten_ch_4":0.59603,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":20019,"total_inten_ch_2":73910,"total_inten_ch_3":9655,"total_inten_ch_4":28825,"var_inten_ch_1":45.27722,"var_inten_ch_3":73.88933,"var_inten_ch_4":97.51069,"width_ch_1":17.70587}
{"case":"Train","class":"PS","angle_ch_1":165.89512,"area_ch_1":237,"avg_inten_ch_1":52.80176,"avg_inten_ch_2":2.00881,"avg_inten_ch_3":132.49339,"avg_inten_ch_4":64.2511,"convex_hull_area_ratio_ch_1":1.36864,"convex_hull_perim_ratio_ch_1":0.87864,"diff_inten_density_ch_1":53.43564,"diff_inten_density_ch_3":101.41584,"diff_inten_density_ch_4":65.98515,"entropy_inten_ch_1":6.37763,"entropy_inten_ch_3":7.06385,"entropy_inten_ch_4":4.88756,"eq_circ_diam_ch_1":17.40553,"eq_ellipse_lwr_ch_1":2.09635,"eq_ellipse_oblate_vol_ch_1":405.03477,"eq_ellipse_prolate_vol_ch_1":193.20945,"eq_sphere_area_ch_1":951.75283,"eq_sphere_vol_ch_1":2760.95979,"fiber_align_2_ch_3":1.51425,"fiber_align_2_ch_4":1.71109,"fiber_length_ch_1":35.4671,"fiber_width_ch_1":7.11507,"inten_cooc_asm_ch_3":0.00775,"inten_cooc_asm_ch_4":0.10451,"inten_cooc_contrast_ch_3":16.10153,"inten_cooc_contrast_ch_4":6.34764,"inten_cooc_entropy_ch_3":7.35391,"inten_cooc_entropy_ch_4":5.24204,"inten_cooc_max_ch_3":0.03518,"inten_cooc_max_ch_4":0.3122,"kurt_inten_ch_1":1.09306,"kurt_inten_ch_3":1.29292,"kurt_inten_ch_4":2.5892,"length_ch_1":29.7984,"neighbor_avg_dist_ch_1":152.10542,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":69.87601,"perim_ch_1":85.16433,"shape_bfr_ch_1":0.47304,"shape_lwr_ch_1":1.76531,"shape_p_2_a_ch_1":2.28717,"skew_inten_ch_1":1.19064,"skew_inten_ch_3":1.24375,"skew_inten_ch_4":1.60471,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":11986,"total_inten_ch_2":230,"total_inten_ch_3":30076,"total_inten_ch_4":14585,"var_inten_ch_1":40.87922,"var_inten_ch_3":97.16834,"var_inten_ch_4":83.91439,"width_ch_1":16.88003}
{"case":"Train","class":"PS","angle_ch_1":93.41389,"area_ch_1":339,"avg_inten_ch_1":86.2037,"avg_inten_ch_2":153.28395,"avg_inten_ch_3":83.01235,"avg_inten_ch_4":123.28704,"convex_hull_area_ratio_ch_1":1.14903,"convex_hull_perim_ratio_ch_1":0.89849,"diff_inten_density_ch_1":56.59265,"diff_inten_density_ch_3":67.4975,"diff_inten_density_ch_4":74.72955,"entropy_inten_ch_1":7.01226,"entropy_inten_ch_3":6.16042,"entropy_inten_ch_4":5.98476,"eq_circ_diam_ch_1":20.79442,"eq_ellipse_lwr_ch_1":1.60967,"eq_ellipse_oblate_vol_ch_1":605.21128,"eq_ellipse_prolate_vol_ch_1":375.98552,"eq_sphere_area_ch_1":1358.44898,"eq_sphere_vol_ch_1":4708.02555,"fiber_align_2_ch_3":1.73371,"fiber_align_2_ch_4":1.57876,"fiber_length_ch_1":32.42379,"fiber_width_ch_1":10.84594,"inten_cooc_asm_ch_3":0.03368,"inten_cooc_asm_ch_4":0.05953,"inten_cooc_contrast_ch_3":8.08343,"inten_cooc_contrast_ch_4":3.86676,"inten_cooc_entropy_ch_3":6.42647,"inten_cooc_entropy_ch_4":5.80171,"inten_cooc_max_ch_3":0.17219,"inten_cooc_max_ch_4":0.23569,"kurt_inten_ch_1":1.56758,"kurt_inten_ch_3":1.46589,"kurt_inten_ch_4":0.88596,"length_ch_1":27.24244,"neighbor_avg_dist_ch_1":180.24166,"neighbor_min_dist_ch_1":27.02935,"neighbor_var_dist_ch_1":83.46528,"perim_ch_1":86.53946,"shape_bfr_ch_1":0.67939,"shape_lwr_ch_1":1.48466,"shape_p_2_a_ch_1":1.69467,"skew_inten_ch_1":1.01,"skew_inten_ch_3":1.38606,"skew_inten_ch_4":1.1258,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":27930,"total_inten_ch_2":49341,"total_inten_ch_3":26896,"total_inten_ch_4":39945,"var_inten_ch_1":60.03329,"var_inten_ch_3":93.15893,"var_inten_ch_4":135.52464,"width_ch_1":18.34933}
{"case":"Test","class":"PS","angle_ch_1":131.97379,"area_ch_1":179,"avg_inten_ch_1":72.16374,"avg_inten_ch_2":192.26901,"avg_inten_ch_3":137.23977,"avg_inten_ch_4":108.49708,"convex_hull_area_ratio_ch_1":1.21536,"convex_hull_perim_ratio_ch_1":0.89756,"diff_inten_density_ch_1":70.91362,"diff_inten_density_ch_3":128.80731,"diff_inten_density_ch_4":113.41196,"entropy_inten_ch_1":6.43353,"entropy_inten_ch_3":6.4409,"entropy_inten_ch_4":5.52485,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":2.6271,"eq_ellipse_oblate_vol_ch_1":296.45182,"eq_ellipse_prolate_vol_ch_1":112.8437,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1.48956,"fiber_align_2_ch_4":1.91295,"fiber_length_ch_1":28.05899,"fiber_width_ch_1":6.80822,"inten_cooc_asm_ch_3":0.01459,"inten_cooc_asm_ch_4":0.04697,"inten_cooc_contrast_ch_3":10.49879,"inten_cooc_contrast_ch_4":11.09765,"inten_cooc_entropy_ch_3":6.7947,"inten_cooc_entropy_ch_4":6.135,"inten_cooc_max_ch_3":0.08725,"inten_cooc_max_ch_4":0.20805,"kurt_inten_ch_1":1.9151,"kurt_inten_ch_3":2.03102,"kurt_inten_ch_4":-1.24741,"length_ch_1":26.93962,"neighbor_avg_dist_ch_1":288.04686,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":127.09061,"perim_ch_1":69.73443,"shape_bfr_ch_1":0.53308,"shape_lwr_ch_1":2.15846,"shape_p_2_a_ch_1":2.0257,"skew_inten_ch_1":1.47688,"skew_inten_ch_3":1.50961,"skew_inten_ch_4":0.49905,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":12340,"total_inten_ch_2":32708,"total_inten_ch_3":23468,"total_inten_ch_4":18553,"var_inten_ch_1":61.84046,"var_inten_ch_3":142.94773,"var_inten_ch_4":108.7555,"width_ch_1":12.48096}
{"case":"Test","class":"PS","angle_ch_1":132.38498,"area_ch_1":204,"avg_inten_ch_1":33.38462,"avg_inten_ch_2":199.44615,"avg_inten_ch_3":7.74872,"avg_inten_ch_4":35.07692,"convex_hull_area_ratio_ch_1":1.09201,"convex_hull_perim_ratio_ch_1":0.95692,"diff_inten_density_ch_1":36.26496,"diff_inten_density_ch_3":10.7265,"diff_inten_density_ch_4":25.47863,"entropy_inten_ch_1":5.9594,"entropy_inten_ch_3":2.91776,"entropy_inten_ch_4":5.26027,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":2.55849,"eq_ellipse_oblate_vol_ch_1":356.25839,"eq_ellipse_prolate_vol_ch_1":139.24572,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.51095,"fiber_align_2_ch_4":1.05351,"fiber_length_ch_1":24.0206,"fiber_width_ch_1":9.01103,"inten_cooc_asm_ch_3":0.29625,"inten_cooc_asm_ch_4":0.05442,"inten_cooc_contrast_ch_3":2.54103,"inten_cooc_contrast_ch_4":5.53595,"inten_cooc_entropy_ch_3":3.50882,"inten_cooc_entropy_ch_4":5.83382,"inten_cooc_max_ch_3":0.54494,"inten_cooc_max_ch_4":0.22472,"kurt_inten_ch_1":-0.36172,"kurt_inten_ch_3":4.64385,"kurt_inten_ch_4":-0.68039,"length_ch_1":26.29903,"neighbor_avg_dist_ch_1":215.67213,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":110.05361,"perim_ch_1":66.06327,"shape_bfr_ch_1":0.64943,"shape_lwr_ch_1":2.19756,"shape_p_2_a_ch_1":1.60454,"skew_inten_ch_1":0.39378,"skew_inten_ch_3":2.16256,"skew_inten_ch_4":0.72883,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":6510,"total_inten_ch_2":38698,"total_inten_ch_3":1511,"total_inten_ch_4":6840,"var_inten_ch_1":19.35977,"var_inten_ch_3":14.15169,"var_inten_ch_4":36.9923,"width_ch_1":11.96738}
{"case":"Test","class":"WS","angle_ch_1":80.50244,"area_ch_1":302,"avg_inten_ch_1":46.46021,"avg_inten_ch_2":245.10727,"avg_inten_ch_3":43,"avg_inten_ch_4":63.38062,"convex_hull_area_ratio_ch_1":1.08438,"convex_hull_perim_ratio_ch_1":0.94782,"diff_inten_density_ch_1":45.86842,"diff_inten_density_ch_3":32.32707,"diff_inten_density_ch_4":48.93985,"entropy_inten_ch_1":6.38257,"entropy_inten_ch_3":5.63259,"entropy_inten_ch_4":6.00759,"eq_circ_diam_ch_1":19.63917,"eq_ellipse_lwr_ch_1":2.45818,"eq_ellipse_oblate_vol_ch_1":630.05079,"eq_ellipse_prolate_vol_ch_1":256.30736,"eq_sphere_area_ch_1":1211.70295,"eq_sphere_vol_ch_1":3966.14018,"fiber_align_2_ch_3":1.42785,"fiber_align_2_ch_4":1.53122,"fiber_length_ch_1":29.07303,"fiber_width_ch_1":10.78903,"inten_cooc_asm_ch_3":0.05388,"inten_cooc_asm_ch_4":0.0336,"inten_cooc_contrast_ch_3":5.69301,"inten_cooc_contrast_ch_4":9.92718,"inten_cooc_entropy_ch_3":6.10271,"inten_cooc_entropy_ch_4":6.55824,"inten_cooc_max_ch_3":0.22059,"inten_cooc_max_ch_4":0.16912,"kurt_inten_ch_1":0.72034,"kurt_inten_ch_3":0.73929,"kurt_inten_ch_4":-0.89382,"length_ch_1":30.63497,"neighbor_avg_dist_ch_1":290.20026,"neighbor_min_dist_ch_1":47.63741,"neighbor_var_dist_ch_1":119.80623,"perim_ch_1":79.72411,"shape_bfr_ch_1":0.6912,"shape_lwr_ch_1":2.14144,"shape_p_2_a_ch_1":1.61248,"skew_inten_ch_1":0.83265,"skew_inten_ch_3":1.08607,"skew_inten_ch_4":0.41059,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":13427,"total_inten_ch_2":70548,"total_inten_ch_3":12427,"total_inten_ch_4":18317,"var_inten_ch_1":29.67236,"var_inten_ch_3":44.65469,"var_inten_ch_4":54.23874,"width_ch_1":14.3058}
{"case":"Test","class":"PS","angle_ch_1":44.61384,"area_ch_1":222,"avg_inten_ch_1":67.92453,"avg_inten_ch_2":12.28302,"avg_inten_ch_3":160.67925,"avg_inten_ch_4":53.55189,"convex_hull_area_ratio_ch_1":1.40576,"convex_hull_perim_ratio_ch_1":0.88083,"diff_inten_density_ch_1":66.86096,"diff_inten_density_ch_3":152.32086,"diff_inten_density_ch_4":46.62032,"entropy_inten_ch_1":6.72274,"entropy_inten_ch_3":7.05977,"entropy_inten_ch_4":4.93953,"eq_circ_diam_ch_1":16.82063,"eq_ellipse_lwr_ch_1":2.74882,"eq_ellipse_oblate_vol_ch_1":418.59946,"eq_ellipse_prolate_vol_ch_1":152.28321,"eq_sphere_area_ch_1":888.86168,"eq_sphere_vol_ch_1":2491.86831,"fiber_align_2_ch_3":1.0139,"fiber_align_2_ch_4":1.71974,"fiber_length_ch_1":35.76042,"fiber_width_ch_1":6.60971,"inten_cooc_asm_ch_3":0.00582,"inten_cooc_asm_ch_4":0.08405,"inten_cooc_contrast_ch_3":30.06981,"inten_cooc_contrast_ch_4":6.72628,"inten_cooc_entropy_ch_3":7.62535,"inten_cooc_entropy_ch_4":5.59335,"inten_cooc_max_ch_3":0.01622,"inten_cooc_max_ch_4":0.28108,"kurt_inten_ch_1":-0.86179,"kurt_inten_ch_3":-0.72059,"kurt_inten_ch_4":-0.26104,"length_ch_1":29.66634,"neighbor_avg_dist_ch_1":185.01124,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":87.69428,"perim_ch_1":84.74026,"shape_bfr_ch_1":0.51423,"shape_lwr_ch_1":2.03664,"shape_p_2_a_ch_1":2.41759,"skew_inten_ch_1":0.30969,"skew_inten_ch_3":0.34316,"skew_inten_ch_4":0.80094,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":14400,"total_inten_ch_2":2393,"total_inten_ch_3":34064,"total_inten_ch_4":11353,"var_inten_ch_1":40.8159,"var_inten_ch_3":97.32619,"var_inten_ch_4":56.60249,"width_ch_1":14.56635}
{"case":"Train","class":"PS","angle_ch_1":16.33383,"area_ch_1":221,"avg_inten_ch_1":25.96682,"avg_inten_ch_2":2.48341,"avg_inten_ch_3":48.91943,"avg_inten_ch_4":68.46445,"convex_hull_area_ratio_ch_1":1.06335,"convex_hull_perim_ratio_ch_1":0.94483,"diff_inten_density_ch_1":35.50777,"diff_inten_density_ch_3":34.67876,"diff_inten_density_ch_4":34.38342,"entropy_inten_ch_1":5.57042,"entropy_inten_ch_3":5.33488,"entropy_inten_ch_4":5.72887,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":1.1247,"eq_ellipse_oblate_vol_ch_1":265.86694,"eq_ellipse_prolate_vol_ch_1":236.38838,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.37102,"fiber_align_2_ch_4":1.15807,"fiber_length_ch_1":17.9662,"fiber_width_ch_1":12.89361,"inten_cooc_asm_ch_3":0.08476,"inten_cooc_asm_ch_4":0.04683,"inten_cooc_contrast_ch_3":4.99741,"inten_cooc_contrast_ch_4":2.69948,"inten_cooc_entropy_ch_3":5.60539,"inten_cooc_entropy_ch_4":5.84691,"inten_cooc_max_ch_3":0.29016,"inten_cooc_max_ch_4":0.20207,"kurt_inten_ch_1":-0.28691,"kurt_inten_ch_3":-0.93124,"kurt_inten_ch_4":-0.95423,"length_ch_1":19.70029,"neighbor_avg_dist_ch_1":299.42097,"neighbor_min_dist_ch_1":18.45699,"neighbor_var_dist_ch_1":142.04298,"perim_ch_1":61.71961,"shape_bfr_ch_1":0.63482,"shape_lwr_ch_1":1.11397,"shape_p_2_a_ch_1":1.30859,"skew_inten_ch_1":0.63233,"skew_inten_ch_3":0.60822,"skew_inten_ch_4":0.62186,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5479,"total_inten_ch_2":314,"total_inten_ch_3":10322,"total_inten_ch_4":14446,"var_inten_ch_1":20.45209,"var_inten_ch_3":49.05378,"var_inten_ch_4":68.62069,"width_ch_1":17.68478}
{"case":"Test","class":"PS","angle_ch_1":2.26535,"area_ch_1":240,"avg_inten_ch_1":50.62009,"avg_inten_ch_2":14.8821,"avg_inten_ch_3":68.44978,"avg_inten_ch_4":2.46725,"convex_hull_area_ratio_ch_1":1.26132,"convex_hull_perim_ratio_ch_1":0.87134,"diff_inten_density_ch_1":61.39801,"diff_inten_density_ch_3":89.9005,"diff_inten_density_ch_4":7.18408,"entropy_inten_ch_1":6.54796,"entropy_inten_ch_3":5.69246,"entropy_inten_ch_4":2.84545,"eq_circ_diam_ch_1":17.48203,"eq_ellipse_lwr_ch_1":4.13761,"eq_ellipse_oblate_vol_ch_1":576.56675,"eq_ellipse_prolate_vol_ch_1":139.34775,"eq_sphere_area_ch_1":960.13832,"eq_sphere_vol_ch_1":2797.5285,"fiber_align_2_ch_3":1.53585,"fiber_align_2_ch_4":1,"fiber_length_ch_1":41.32572,"fiber_width_ch_1":6.16345,"inten_cooc_asm_ch_3":0.03716,"inten_cooc_asm_ch_4":0.04937,"inten_cooc_contrast_ch_3":11.36977,"inten_cooc_contrast_ch_4":13.30249,"inten_cooc_entropy_ch_3":6.41641,"inten_cooc_entropy_ch_4":5.31004,"inten_cooc_max_ch_3":0.19231,"inten_cooc_max_ch_4":0.17788,"kurt_inten_ch_1":1.51515,"kurt_inten_ch_3":2.12466,"kurt_inten_ch_4":1.78056,"length_ch_1":35.92674,"neighbor_avg_dist_ch_1":284.62207,"neighbor_min_dist_ch_1":37.89479,"neighbor_var_dist_ch_1":137.87126,"perim_ch_1":94.97835,"shape_bfr_ch_1":0.61587,"shape_lwr_ch_1":3.3117,"shape_p_2_a_ch_1":2.81833,"skew_inten_ch_1":1.28414,"skew_inten_ch_3":1.6059,"skew_inten_ch_4":1.36287,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":13,"total_inten_ch_1":11592,"total_inten_ch_2":3180,"total_inten_ch_3":15675,"total_inten_ch_4":565,"var_inten_ch_1":44.58797,"var_inten_ch_3":89.06194,"var_inten_ch_4":3,"width_ch_1":10.84842}
{"case":"Train","class":"WS","angle_ch_1":86.75777,"area_ch_1":168,"avg_inten_ch_1":350.08696,"avg_inten_ch_2":417.62733,"avg_inten_ch_3":246.29193,"avg_inten_ch_4":71.85093,"convex_hull_area_ratio_ch_1":1.09199,"convex_hull_perim_ratio_ch_1":0.96441,"diff_inten_density_ch_1":161.55363,"diff_inten_density_ch_3":233.96886,"diff_inten_density_ch_4":40.95848,"entropy_inten_ch_1":7.16943,"entropy_inten_ch_3":3.94611,"entropy_inten_ch_4":6.12768,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":2.18074,"eq_ellipse_oblate_vol_ch_1":246.75305,"eq_ellipse_prolate_vol_ch_1":113.15095,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.7059,"fiber_align_2_ch_4":1.55674,"fiber_length_ch_1":20.79391,"fiber_width_ch_1":8.4938,"inten_cooc_asm_ch_3":0.2363,"inten_cooc_asm_ch_4":0.02208,"inten_cooc_contrast_ch_3":1.58492,"inten_cooc_contrast_ch_4":5.96763,"inten_cooc_entropy_ch_3":3.84274,"inten_cooc_entropy_ch_4":6.39298,"inten_cooc_max_ch_3":0.4964,"inten_cooc_max_ch_4":0.11333,"kurt_inten_ch_1":0.77385,"kurt_inten_ch_3":1.68339,"kurt_inten_ch_4":-0.87518,"length_ch_1":22.71937,"neighbor_avg_dist_ch_1":213.8976,"neighbor_min_dist_ch_1":27.02935,"neighbor_var_dist_ch_1":92.39861,"perim_ch_1":58.57542,"shape_bfr_ch_1":0.65724,"shape_lwr_ch_1":2.01025,"shape_p_2_a_ch_1":1.5459,"skew_inten_ch_1":1.20314,"skew_inten_ch_3":1.65733,"skew_inten_ch_4":0.37024,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":56364,"total_inten_ch_2":67078,"total_inten_ch_3":39653,"total_inten_ch_4":11568,"var_inten_ch_1":234.58382,"var_inten_ch_3":404.0061,"var_inten_ch_4":56.69447,"width_ch_1":11.30178}
{"case":"Test","class":"PS","angle_ch_1":43.45739,"area_ch_1":233,"avg_inten_ch_1":28.70852,"avg_inten_ch_2":87.30045,"avg_inten_ch_3":44.11659,"avg_inten_ch_4":140.03139,"convex_hull_area_ratio_ch_1":1.27848,"convex_hull_perim_ratio_ch_1":0.86628,"diff_inten_density_ch_1":39.48241,"diff_inten_density_ch_3":26.9799,"diff_inten_density_ch_4":100.42714,"entropy_inten_ch_1":5.77704,"entropy_inten_ch_3":5.64235,"entropy_inten_ch_4":6.08682,"eq_circ_diam_ch_1":17.25149,"eq_ellipse_lwr_ch_1":1.88751,"eq_ellipse_oblate_vol_ch_1":374.21667,"eq_ellipse_prolate_vol_ch_1":198.25975,"eq_sphere_area_ch_1":934.98186,"eq_sphere_vol_ch_1":2688.30531,"fiber_align_2_ch_3":1.55408,"fiber_align_2_ch_4":1.66201,"fiber_length_ch_1":32.34148,"fiber_width_ch_1":7.68116,"inten_cooc_asm_ch_3":0.04288,"inten_cooc_asm_ch_4":0.03684,"inten_cooc_contrast_ch_3":6.30227,"inten_cooc_contrast_ch_4":5.93427,"inten_cooc_entropy_ch_3":6.18377,"inten_cooc_entropy_ch_4":6.21507,"inten_cooc_max_ch_3":0.19192,"inten_cooc_max_ch_4":0.17677,"kurt_inten_ch_1":0.28007,"kurt_inten_ch_3":-0.88075,"kurt_inten_ch_4":-0.20935,"length_ch_1":26.91259,"neighbor_avg_dist_ch_1":219.43265,"neighbor_min_dist_ch_1":19.3172,"neighbor_var_dist_ch_1":109.46243,"perim_ch_1":80.04528,"shape_bfr_ch_1":0.49452,"shape_lwr_ch_1":1.53233,"shape_p_2_a_ch_1":2.05245,"skew_inten_ch_1":0.71819,"skew_inten_ch_3":0.4228,"skew_inten_ch_4":0.8189,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":6402,"total_inten_ch_2":19246,"total_inten_ch_3":9838,"total_inten_ch_4":31227,"var_inten_ch_1":19.90246,"var_inten_ch_3":36.91944,"var_inten_ch_4":139.14191,"width_ch_1":17.56322}
{"case":"Train","class":"WS","angle_ch_1":17.00081,"area_ch_1":291,"avg_inten_ch_1":49.27338,"avg_inten_ch_2":236.67986,"avg_inten_ch_3":42.20504,"avg_inten_ch_4":147.4964,"convex_hull_area_ratio_ch_1":1.14771,"convex_hull_perim_ratio_ch_1":0.89609,"diff_inten_density_ch_1":51.50099,"diff_inten_density_ch_3":46.0217,"diff_inten_density_ch_4":85.47732,"entropy_inten_ch_1":6.4146,"entropy_inten_ch_3":4.9254,"entropy_inten_ch_4":6.10884,"eq_circ_diam_ch_1":19.26179,"eq_ellipse_lwr_ch_1":1.48322,"eq_ellipse_oblate_vol_ch_1":461.73338,"eq_ellipse_prolate_vol_ch_1":311.30509,"eq_sphere_area_ch_1":1165.58277,"eq_sphere_vol_ch_1":3741.86823,"fiber_align_2_ch_3":1.48218,"fiber_align_2_ch_4":1.47637,"fiber_length_ch_1":28.84565,"fiber_width_ch_1":10.70147,"inten_cooc_asm_ch_3":0.1055,"inten_cooc_asm_ch_4":0.07072,"inten_cooc_contrast_ch_3":5.91331,"inten_cooc_contrast_ch_4":6.3502,"inten_cooc_entropy_ch_3":5.41671,"inten_cooc_entropy_ch_4":5.8921,"inten_cooc_max_ch_3":0.31621,"inten_cooc_max_ch_4":0.25692,"kurt_inten_ch_1":0.8559,"kurt_inten_ch_3":1.76841,"kurt_inten_ch_4":-1.00745,"length_ch_1":25.37478,"neighbor_avg_dist_ch_1":177.77855,"neighbor_min_dist_ch_1":31.13795,"neighbor_var_dist_ch_1":76.79572,"perim_ch_1":79.09423,"shape_bfr_ch_1":0.60238,"shape_lwr_ch_1":1.33105,"shape_p_2_a_ch_1":1.6127,"skew_inten_ch_1":1.16655,"skew_inten_ch_3":1.57116,"skew_inten_ch_4":0.373,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":13698,"total_inten_ch_2":65520,"total_inten_ch_3":11733,"total_inten_ch_4":41004,"var_inten_ch_1":37.96236,"var_inten_ch_3":59.09057,"var_inten_ch_4":130.32226,"width_ch_1":19.06373}
{"case":"Test","class":"WS","angle_ch_1":59.658,"area_ch_1":183,"avg_inten_ch_1":202.98857,"avg_inten_ch_2":391.93714,"avg_inten_ch_3":134.2,"avg_inten_ch_4":302.98286,"convex_hull_area_ratio_ch_1":1.01934,"convex_hull_perim_ratio_ch_1":0.97815,"diff_inten_density_ch_1":74.37695,"diff_inten_density_ch_3":96.86916,"diff_inten_density_ch_4":194.10903,"entropy_inten_ch_1":6.82393,"entropy_inten_ch_3":5.53591,"entropy_inten_ch_4":6.5728,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":1.114,"eq_ellipse_oblate_vol_ch_1":199.85794,"eq_ellipse_prolate_vol_ch_1":179.40553,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.33403,"fiber_align_2_ch_4":1.32873,"fiber_length_ch_1":13.04604,"fiber_width_ch_1":13.04604,"inten_cooc_asm_ch_3":0.07509,"inten_cooc_asm_ch_4":0.01914,"inten_cooc_contrast_ch_3":7.37374,"inten_cooc_contrast_ch_4":10.27349,"inten_cooc_entropy_ch_3":5.72716,"inten_cooc_entropy_ch_4":6.7402,"inten_cooc_max_ch_3":0.2625,"inten_cooc_max_ch_4":0.11801,"kurt_inten_ch_1":0.36071,"kurt_inten_ch_3":-0.64015,"kurt_inten_ch_4":-0.53991,"length_ch_1":17.02472,"neighbor_avg_dist_ch_1":318.59326,"neighbor_min_dist_ch_1":27.2033,"neighbor_var_dist_ch_1":154.08921,"perim_ch_1":52.18415,"shape_bfr_ch_1":0.68302,"shape_lwr_ch_1":1.07924,"shape_p_2_a_ch_1":1.14221,"skew_inten_ch_1":-0.54082,"skew_inten_ch_3":0.60072,"skew_inten_ch_4":0.40725,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":35523,"total_inten_ch_2":68415,"total_inten_ch_3":23485,"total_inten_ch_4":53022,"var_inten_ch_1":62.27396,"var_inten_ch_3":129.34097,"var_inten_ch_4":227.02024,"width_ch_1":15.77476}
{"case":"Train","class":"WS","angle_ch_1":14.48757,"area_ch_1":201,"avg_inten_ch_1":167.69271,"avg_inten_ch_2":413.72917,"avg_inten_ch_3":109.04167,"avg_inten_ch_4":343.69792,"convex_hull_area_ratio_ch_1":1.01504,"convex_hull_perim_ratio_ch_1":0.98187,"diff_inten_density_ch_1":61.90652,"diff_inten_density_ch_3":85.14164,"diff_inten_density_ch_4":146.21813,"entropy_inten_ch_1":6.68884,"entropy_inten_ch_3":6.09957,"entropy_inten_ch_4":7.19424,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":1.2521,"eq_ellipse_oblate_vol_ch_1":243.49651,"eq_ellipse_prolate_vol_ch_1":194.47064,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.51924,"fiber_align_2_ch_4":1.44915,"fiber_length_ch_1":13.62005,"fiber_width_ch_1":13.62005,"inten_cooc_asm_ch_3":0.03389,"inten_cooc_asm_ch_4":0.00714,"inten_cooc_contrast_ch_3":7.6227,"inten_cooc_contrast_ch_4":20.56523,"inten_cooc_entropy_ch_3":6.40127,"inten_cooc_entropy_ch_4":7.3565,"inten_cooc_max_ch_3":0.16571,"inten_cooc_max_ch_4":0.01714,"kurt_inten_ch_1":0.9006,"kurt_inten_ch_3":2.311,"kurt_inten_ch_4":-0.43705,"length_ch_1":18.38808,"neighbor_avg_dist_ch_1":239.08378,"neighbor_min_dist_ch_1":35.76013,"neighbor_var_dist_ch_1":118.53761,"perim_ch_1":54.48018,"shape_bfr_ch_1":0.71003,"shape_lwr_ch_1":1.19292,"shape_p_2_a_ch_1":1.12949,"skew_inten_ch_1":-0.56324,"skew_inten_ch_3":1.36455,"skew_inten_ch_4":-0.12409,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":32197,"total_inten_ch_2":79245,"total_inten_ch_3":20936,"total_inten_ch_4":65990,"var_inten_ch_1":44.56297,"var_inten_ch_3":112.87169,"var_inten_ch_4":126.97721,"width_ch_1":15.41432}
{"case":"Test","class":"WS","angle_ch_1":33.97587,"area_ch_1":358,"avg_inten_ch_1":93.80702,"avg_inten_ch_2":252.82456,"avg_inten_ch_3":81.02339,"avg_inten_ch_4":278.84795,"convex_hull_area_ratio_ch_1":1.07013,"convex_hull_perim_ratio_ch_1":0.95867,"diff_inten_density_ch_1":56.08346,"diff_inten_density_ch_3":53.33701,"diff_inten_density_ch_4":164.53071,"entropy_inten_ch_1":6.96883,"entropy_inten_ch_3":5.19103,"entropy_inten_ch_4":6.92967,"eq_circ_diam_ch_1":21.36423,"eq_ellipse_lwr_ch_1":2.13032,"eq_ellipse_oblate_vol_ch_1":755.06372,"eq_ellipse_prolate_vol_ch_1":354.43599,"eq_sphere_area_ch_1":1433.91837,"eq_sphere_vol_ch_1":5105.76069,"fiber_align_2_ch_3":1.0161,"fiber_align_2_ch_4":1.64535,"fiber_length_ch_1":28.23679,"fiber_width_ch_1":13.23374,"inten_cooc_asm_ch_3":0.15251,"inten_cooc_asm_ch_4":0.02665,"inten_cooc_contrast_ch_3":2.30382,"inten_cooc_contrast_ch_4":6.50836,"inten_cooc_entropy_ch_3":4.7747,"inten_cooc_entropy_ch_4":6.55034,"inten_cooc_max_ch_3":0.3875,"inten_cooc_max_ch_4":0.14375,"kurt_inten_ch_1":-0.30624,"kurt_inten_ch_3":1.16727,"kurt_inten_ch_4":-1.05996,"length_ch_1":32.65002,"neighbor_avg_dist_ch_1":305.29081,"neighbor_min_dist_ch_1":23.90107,"neighbor_var_dist_ch_1":145.47975,"perim_ch_1":82.94106,"shape_bfr_ch_1":0.65732,"shape_lwr_ch_1":1.95468,"shape_p_2_a_ch_1":1.46497,"skew_inten_ch_1":0.12655,"skew_inten_ch_3":1.36229,"skew_inten_ch_4":0.36906,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":3,"total_inten_ch_1":32082,"total_inten_ch_2":86125,"total_inten_ch_3":27710,"total_inten_ch_4":95366,"var_inten_ch_1":42.64505,"var_inten_ch_3":105.46879,"var_inten_ch_4":238.51489,"width_ch_1":16.70348}
{"case":"Test","class":"WS","angle_ch_1":154.53937,"area_ch_1":294,"avg_inten_ch_1":773.97153,"avg_inten_ch_2":255.64413,"avg_inten_ch_3":11.70819,"avg_inten_ch_4":176.85409,"convex_hull_area_ratio_ch_1":1.10508,"convex_hull_perim_ratio_ch_1":0.9582,"diff_inten_density_ch_1":167.75634,"diff_inten_density_ch_3":13.63938,"diff_inten_density_ch_4":103.11306,"entropy_inten_ch_1":7.85765,"entropy_inten_ch_3":3.39806,"entropy_inten_ch_4":4.31111,"eq_circ_diam_ch_1":19.36544,"eq_ellipse_lwr_ch_1":2.59032,"eq_ellipse_oblate_vol_ch_1":620.09481,"eq_ellipse_prolate_vol_ch_1":239.38888,"eq_sphere_area_ch_1":1178.161,"eq_sphere_vol_ch_1":3802.60115,"fiber_align_2_ch_3":1.69276,"fiber_align_2_ch_4":1.69442,"fiber_length_ch_1":32.15359,"fiber_width_ch_1":9.61681,"inten_cooc_asm_ch_3":0.29842,"inten_cooc_asm_ch_4":0.26757,"inten_cooc_contrast_ch_3":2.73827,"inten_cooc_contrast_ch_4":1.80235,"inten_cooc_entropy_ch_3":3.63729,"inten_cooc_entropy_ch_4":3.65414,"inten_cooc_max_ch_3":0.54618,"inten_cooc_max_ch_4":0.52273,"kurt_inten_ch_1":0.30926,"kurt_inten_ch_3":1.37829,"kurt_inten_ch_4":0.00016,"length_ch_1":34.81749,"neighbor_avg_dist_ch_1":253.01139,"neighbor_min_dist_ch_1":20.73056,"neighbor_var_dist_ch_1":115.66856,"perim_ch_1":83.54079,"shape_bfr_ch_1":0.57714,"shape_lwr_ch_1":2.37538,"shape_p_2_a_ch_1":1.79607,"skew_inten_ch_1":-0.24067,"skew_inten_ch_3":1.54444,"skew_inten_ch_4":1.14999,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":217486,"total_inten_ch_2":71556,"total_inten_ch_3":3290,"total_inten_ch_4":49696,"var_inten_ch_1":287.24565,"var_inten_ch_3":18.37239,"var_inten_ch_4":243.49293,"width_ch_1":14.65767}
{"case":"Test","class":"PS","angle_ch_1":107.32448,"area_ch_1":218,"avg_inten_ch_1":88.91346,"avg_inten_ch_2":4.51923,"avg_inten_ch_3":165.68269,"avg_inten_ch_4":79.72115,"convex_hull_area_ratio_ch_1":1.12018,"convex_hull_perim_ratio_ch_1":0.92773,"diff_inten_density_ch_1":74.7043,"diff_inten_density_ch_3":135.6129,"diff_inten_density_ch_4":60.52688,"entropy_inten_ch_1":6.94408,"entropy_inten_ch_3":7.2135,"entropy_inten_ch_4":5.88253,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":3.23989,"eq_ellipse_oblate_vol_ch_1":441.65324,"eq_ellipse_prolate_vol_ch_1":136.31752,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.4435,"fiber_align_2_ch_4":1.78026,"fiber_length_ch_1":29.79334,"fiber_width_ch_1":7.75761,"inten_cooc_asm_ch_3":0.00734,"inten_cooc_asm_ch_4":0.02492,"inten_cooc_contrast_ch_3":15.13819,"inten_cooc_contrast_ch_4":9.78229,"inten_cooc_entropy_ch_3":7.33836,"inten_cooc_entropy_ch_4":6.52484,"inten_cooc_max_ch_3":0.03125,"inten_cooc_max_ch_4":0.15625,"kurt_inten_ch_1":0.42617,"kurt_inten_ch_3":0.56496,"kurt_inten_ch_4":-0.97307,"length_ch_1":30.11002,"neighbor_avg_dist_ch_1":315.81527,"neighbor_min_dist_ch_1":21.71828,"neighbor_var_dist_ch_1":152.52212,"perim_ch_1":75.10189,"shape_bfr_ch_1":0.61738,"shape_lwr_ch_1":2.56728,"shape_p_2_a_ch_1":1.94197,"skew_inten_ch_1":0.94571,"skew_inten_ch_3":0.93471,"skew_inten_ch_4":0.39968,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":18494,"total_inten_ch_2":733,"total_inten_ch_3":34462,"total_inten_ch_4":16582,"var_inten_ch_1":64.25978,"var_inten_ch_3":126.66759,"var_inten_ch_4":68.61864,"width_ch_1":11.72836}
{"case":"Test","class":"PS","angle_ch_1":174.94339,"area_ch_1":299,"avg_inten_ch_1":28.14336,"avg_inten_ch_2":2.07343,"avg_inten_ch_3":63.87762,"avg_inten_ch_4":43.83566,"convex_hull_area_ratio_ch_1":1.14908,"convex_hull_perim_ratio_ch_1":0.90717,"diff_inten_density_ch_1":39.30857,"diff_inten_density_ch_3":57.60952,"diff_inten_density_ch_4":30.13524,"entropy_inten_ch_1":5.6504,"entropy_inten_ch_3":5.82856,"entropy_inten_ch_4":4.46008,"eq_circ_diam_ch_1":19.53697,"eq_ellipse_lwr_ch_1":1.17574,"eq_ellipse_oblate_vol_ch_1":428.96922,"eq_ellipse_prolate_vol_ch_1":364.8506,"eq_sphere_area_ch_1":1199.12472,"eq_sphere_vol_ch_1":3904.54422,"fiber_align_2_ch_3":1.66126,"fiber_align_2_ch_4":1.02513,"fiber_length_ch_1":29.17352,"fiber_width_ch_1":10.72491,"inten_cooc_asm_ch_3":0.04634,"inten_cooc_asm_ch_4":0.17852,"inten_cooc_contrast_ch_3":9.30912,"inten_cooc_contrast_ch_4":2.35934,"inten_cooc_entropy_ch_3":6.30024,"inten_cooc_entropy_ch_4":4.51395,"inten_cooc_max_ch_3":0.20913,"inten_cooc_max_ch_4":0.41825,"kurt_inten_ch_1":0.61992,"kurt_inten_ch_3":1.67166,"kurt_inten_ch_4":-0.43641,"length_ch_1":20.75745,"neighbor_avg_dist_ch_1":160.27676,"neighbor_min_dist_ch_1":32.53718,"neighbor_var_dist_ch_1":69.58574,"perim_ch_1":79.79687,"shape_bfr_ch_1":0.77157,"shape_lwr_ch_1":1.10897,"shape_p_2_a_ch_1":1.61948,"skew_inten_ch_1":1.07327,"skew_inten_ch_3":1.34946,"skew_inten_ch_4":0.91709,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8049,"total_inten_ch_2":308,"total_inten_ch_3":18269,"total_inten_ch_4":12537,"var_inten_ch_1":26.71876,"var_inten_ch_3":69.54942,"var_inten_ch_4":54.11666,"width_ch_1":18.7178}
{"case":"Train","class":"PS","angle_ch_1":82.66057,"area_ch_1":240,"avg_inten_ch_1":19.31441,"avg_inten_ch_2":23.35808,"avg_inten_ch_3":4.80786,"avg_inten_ch_4":5.37118,"convex_hull_area_ratio_ch_1":1.33537,"convex_hull_perim_ratio_ch_1":0.85861,"diff_inten_density_ch_1":34.81095,"diff_inten_density_ch_3":11.87562,"diff_inten_density_ch_4":14.1791,"entropy_inten_ch_1":5.30453,"entropy_inten_ch_3":3.15738,"entropy_inten_ch_4":3.4308,"eq_circ_diam_ch_1":17.48203,"eq_ellipse_lwr_ch_1":3.03705,"eq_ellipse_oblate_vol_ch_1":493.96992,"eq_ellipse_prolate_vol_ch_1":162.64812,"eq_sphere_area_ch_1":960.13832,"eq_sphere_vol_ch_1":2797.5285,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":39.22396,"fiber_width_ch_1":6.55384,"inten_cooc_asm_ch_3":0.09683,"inten_cooc_asm_ch_4":0.05019,"inten_cooc_contrast_ch_3":14.93744,"inten_cooc_contrast_ch_4":25.91836,"inten_cooc_entropy_ch_3":4.98016,"inten_cooc_entropy_ch_4":5.64672,"inten_cooc_max_ch_3":0.29756,"inten_cooc_max_ch_4":0.2,"kurt_inten_ch_1":0.04217,"kurt_inten_ch_3":3.97995,"kurt_inten_ch_4":0.98003,"length_ch_1":31.47806,"neighbor_avg_dist_ch_1":175.83487,"neighbor_min_dist_ch_1":27.81297,"neighbor_var_dist_ch_1":72.5891,"perim_ch_1":91.55561,"shape_bfr_ch_1":0.59075,"shape_lwr_ch_1":2.43865,"shape_p_2_a_ch_1":2.59484,"skew_inten_ch_1":0.66995,"skew_inten_ch_3":1.89798,"skew_inten_ch_4":1.30529,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":4423,"total_inten_ch_2":5121,"total_inten_ch_3":1101,"total_inten_ch_4":1230,"var_inten_ch_1":15.39826,"var_inten_ch_3":7.20369,"var_inten_ch_4":6.77636,"width_ch_1":12.90801}
{"case":"Train","class":"WS","angle_ch_1":176.12954,"area_ch_1":363,"avg_inten_ch_1":248.04035,"avg_inten_ch_2":177.63689,"avg_inten_ch_3":83.70893,"avg_inten_ch_4":268.06052,"convex_hull_area_ratio_ch_1":1.02954,"convex_hull_perim_ratio_ch_1":0.97325,"diff_inten_density_ch_1":102.3681,"diff_inten_density_ch_3":66.22699,"diff_inten_density_ch_4":119.93865,"entropy_inten_ch_1":7.8879,"entropy_inten_ch_3":3.97107,"entropy_inten_ch_4":7.05384,"eq_circ_diam_ch_1":21.51984,"eq_ellipse_lwr_ch_1":1.5988,"eq_ellipse_oblate_vol_ch_1":668.51667,"eq_ellipse_prolate_vol_ch_1":418.13766,"eq_sphere_area_ch_1":1454.88209,"eq_sphere_vol_ch_1":5218.13737,"fiber_align_2_ch_3":1.07327,"fiber_align_2_ch_4":1.20054,"fiber_length_ch_1":18.95113,"fiber_width_ch_1":18.95113,"inten_cooc_asm_ch_3":0.2877,"inten_cooc_asm_ch_4":0.02527,"inten_cooc_contrast_ch_3":1.50365,"inten_cooc_contrast_ch_4":9.64418,"inten_cooc_entropy_ch_3":3.57533,"inten_cooc_entropy_ch_4":6.78731,"inten_cooc_max_ch_3":0.53583,"inten_cooc_max_ch_4":0.14019,"kurt_inten_ch_1":-0.19233,"kurt_inten_ch_3":15.66363,"kurt_inten_ch_4":-0.83858,"length_ch_1":27.1112,"neighbor_avg_dist_ch_1":228.18712,"neighbor_min_dist_ch_1":28.95771,"neighbor_var_dist_ch_1":107.11101,"perim_ch_1":75.80453,"shape_bfr_ch_1":0.78122,"shape_lwr_ch_1":1.57872,"shape_p_2_a_ch_1":1.22716,"skew_inten_ch_1":0.65262,"skew_inten_ch_3":3.72601,"skew_inten_ch_4":-0.25217,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":86070,"total_inten_ch_2":61294,"total_inten_ch_3":29047,"total_inten_ch_4":93017,"var_inten_ch_1":155.6345,"var_inten_ch_3":188.87244,"var_inten_ch_4":165.60652,"width_ch_1":17.17289}
{"case":"Test","class":"PS","angle_ch_1":78.98571,"area_ch_1":175,"avg_inten_ch_1":39.45509,"avg_inten_ch_2":238.41317,"avg_inten_ch_3":62.65269,"avg_inten_ch_4":170.81437,"convex_hull_area_ratio_ch_1":1.02165,"convex_hull_perim_ratio_ch_1":0.96065,"diff_inten_density_ch_1":53.63366,"diff_inten_density_ch_3":77.29043,"diff_inten_density_ch_4":139.13861,"entropy_inten_ch_1":5.72589,"entropy_inten_ch_3":5.14275,"entropy_inten_ch_4":6.45576,"eq_circ_diam_ch_1":14.92906,"eq_ellipse_lwr_ch_1":1.34245,"eq_ellipse_oblate_vol_ch_1":204.52473,"eq_ellipse_prolate_vol_ch_1":152.35148,"eq_sphere_area_ch_1":700.18821,"eq_sphere_vol_ch_1":1742.19195,"fiber_align_2_ch_3":1.72947,"fiber_align_2_ch_4":1.71335,"fiber_length_ch_1":13.45192,"fiber_width_ch_1":13.45192,"inten_cooc_asm_ch_3":0.07327,"inten_cooc_asm_ch_4":0.01835,"inten_cooc_contrast_ch_3":10.75475,"inten_cooc_contrast_ch_4":11.82505,"inten_cooc_entropy_ch_3":5.69354,"inten_cooc_entropy_ch_4":6.73179,"inten_cooc_max_ch_3":0.25974,"inten_cooc_max_ch_4":0.11039,"kurt_inten_ch_1":0.70467,"kurt_inten_ch_3":0.66158,"kurt_inten_ch_4":-0.9914,"length_ch_1":17.83963,"neighbor_avg_dist_ch_1":269.34665,"neighbor_min_dist_ch_1":46.01452,"neighbor_var_dist_ch_1":123.2699,"perim_ch_1":53.80769,"shape_bfr_ch_1":0.71001,"shape_lwr_ch_1":1.29087,"shape_p_2_a_ch_1":1.26872,"skew_inten_ch_1":1.08446,"skew_inten_ch_3":1.12844,"skew_inten_ch_4":0.40672,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":6589,"total_inten_ch_2":39649,"total_inten_ch_3":10463,"total_inten_ch_4":28526,"var_inten_ch_1":37.77331,"var_inten_ch_3":70.99447,"var_inten_ch_4":140.06366,"width_ch_1":13.81983}
{"case":"Train","class":"WS","angle_ch_1":101.3374,"area_ch_1":268,"avg_inten_ch_1":340.16016,"avg_inten_ch_2":469.5,"avg_inten_ch_3":45.16016,"avg_inten_ch_4":235.32422,"convex_hull_area_ratio_ch_1":1.02467,"convex_hull_perim_ratio_ch_1":0.97471,"diff_inten_density_ch_1":116.2369,"diff_inten_density_ch_3":32.38365,"diff_inten_density_ch_4":141.25577,"entropy_inten_ch_1":7.58156,"entropy_inten_ch_3":4.87894,"entropy_inten_ch_4":5.89898,"eq_circ_diam_ch_1":18.48393,"eq_ellipse_lwr_ch_1":1.08504,"eq_ellipse_oblate_vol_ch_1":348.98302,"eq_ellipse_prolate_vol_ch_1":321.63159,"eq_sphere_area_ch_1":1073.3424,"eq_sphere_vol_ch_1":3306.59682,"fiber_align_2_ch_3":1.68539,"fiber_align_2_ch_4":1.61765,"fiber_length_ch_1":15.66767,"fiber_width_ch_1":15.66767,"inten_cooc_asm_ch_3":0.13766,"inten_cooc_asm_ch_4":0.08014,"inten_cooc_contrast_ch_3":3.344,"inten_cooc_contrast_ch_4":5.90259,"inten_cooc_entropy_ch_3":4.97492,"inten_cooc_entropy_ch_4":5.70823,"inten_cooc_max_ch_3":0.36555,"inten_cooc_max_ch_4":0.27197,"kurt_inten_ch_1":-0.99252,"kurt_inten_ch_3":0.69771,"kurt_inten_ch_4":0.66002,"length_ch_1":19.47783,"neighbor_avg_dist_ch_1":220.5893,"neighbor_min_dist_ch_1":38.91823,"neighbor_var_dist_ch_1":113.84364,"perim_ch_1":62.67066,"shape_bfr_ch_1":0.76223,"shape_lwr_ch_1":1.07767,"shape_p_2_a_ch_1":1.13161,"skew_inten_ch_1":-0.03788,"skew_inten_ch_3":1.19512,"skew_inten_ch_4":0.91975,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":87081,"total_inten_ch_2":119937,"total_inten_ch_3":11561,"total_inten_ch_4":60243,"var_inten_ch_1":168.65132,"var_inten_ch_3":55.24344,"var_inten_ch_4":226.1525,"width_ch_1":18.07397}
{"case":"Test","class":"PS","angle_ch_1":61.37022,"area_ch_1":359,"avg_inten_ch_1":59.81633,"avg_inten_ch_2":138.16327,"avg_inten_ch_3":40.30029,"avg_inten_ch_4":38.84548,"convex_hull_area_ratio_ch_1":1.1559,"convex_hull_perim_ratio_ch_1":0.95054,"diff_inten_density_ch_1":49.75276,"diff_inten_density_ch_3":28.75433,"diff_inten_density_ch_4":34.49921,"entropy_inten_ch_1":6.58698,"entropy_inten_ch_3":3.87341,"entropy_inten_ch_4":4.51759,"eq_circ_diam_ch_1":21.39544,"eq_ellipse_lwr_ch_1":1.85581,"eq_ellipse_oblate_vol_ch_1":707.83173,"eq_ellipse_prolate_vol_ch_1":381.41295,"eq_sphere_area_ch_1":1438.11111,"eq_sphere_vol_ch_1":5128.17073,"fiber_align_2_ch_3":1.48454,"fiber_align_2_ch_4":1.57898,"fiber_length_ch_1":33.16697,"fiber_width_ch_1":11.25078,"inten_cooc_asm_ch_3":0.2971,"inten_cooc_asm_ch_4":0.18715,"inten_cooc_contrast_ch_3":1.13209,"inten_cooc_contrast_ch_4":3.12164,"inten_cooc_entropy_ch_3":3.55114,"inten_cooc_entropy_ch_4":4.48207,"inten_cooc_max_ch_3":0.54459,"inten_cooc_max_ch_4":0.43949,"kurt_inten_ch_1":0.04872,"kurt_inten_ch_3":2.26633,"kurt_inten_ch_4":2.90691,"length_ch_1":34.89036,"neighbor_avg_dist_ch_1":183.3266,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":85.48554,"perim_ch_1":88.83549,"shape_bfr_ch_1":0.50849,"shape_lwr_ch_1":1.72172,"shape_p_2_a_ch_1":1.68295,"skew_inten_ch_1":0.45649,"skew_inten_ch_3":1.66494,"skew_inten_ch_4":1.83213,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":20517,"total_inten_ch_2":47048,"total_inten_ch_3":13823,"total_inten_ch_4":13324,"var_inten_ch_1":31.53061,"var_inten_ch_3":64.51402,"var_inten_ch_4":58.51049,"width_ch_1":20.2648}
{"case":"Train","class":"PS","angle_ch_1":123.70384,"area_ch_1":160,"avg_inten_ch_1":24.11111,"avg_inten_ch_2":4.90196,"avg_inten_ch_3":48.71242,"avg_inten_ch_4":3.60784,"convex_hull_area_ratio_ch_1":1.27356,"convex_hull_perim_ratio_ch_1":0.90045,"diff_inten_density_ch_1":36.96226,"diff_inten_density_ch_3":34.78868,"diff_inten_density_ch_4":5.95849,"entropy_inten_ch_1":5.55174,"entropy_inten_ch_3":6.01326,"entropy_inten_ch_4":1.98491,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":2.66346,"eq_ellipse_oblate_vol_ch_1":252.62831,"eq_ellipse_prolate_vol_ch_1":94.84957,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.04306,"fiber_align_2_ch_4":1.49774,"fiber_length_ch_1":28.25219,"fiber_width_ch_1":6.10312,"inten_cooc_asm_ch_3":0.00707,"inten_cooc_asm_ch_4":0.47134,"inten_cooc_contrast_ch_3":21.47147,"inten_cooc_contrast_ch_4":0.96523,"inten_cooc_entropy_ch_3":7.28459,"inten_cooc_entropy_ch_4":2.32433,"inten_cooc_max_ch_3":0.0155,"inten_cooc_max_ch_4":0.69118,"kurt_inten_ch_1":0.16972,"kurt_inten_ch_3":-0.43967,"kurt_inten_ch_4":8.27089,"length_ch_1":24.98717,"neighbor_avg_dist_ch_1":252.50269,"neighbor_min_dist_ch_1":23.0982,"neighbor_var_dist_ch_1":131.97813,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.5023,"shape_lwr_ch_1":1.95554,"shape_p_2_a_ch_1":2.17887,"skew_inten_ch_1":0.56443,"skew_inten_ch_3":0.10031,"skew_inten_ch_4":2.93158,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3689,"total_inten_ch_2":598,"total_inten_ch_3":7453,"total_inten_ch_4":552,"var_inten_ch_1":16.97193,"var_inten_ch_3":25.47937,"var_inten_ch_4":8.69621,"width_ch_1":12.77764}
{"case":"Train","class":"PS","angle_ch_1":79.69095,"area_ch_1":209,"avg_inten_ch_1":65.43,"avg_inten_ch_2":1.215,"avg_inten_ch_3":156.28,"avg_inten_ch_4":10.27,"convex_hull_area_ratio_ch_1":1.07305,"convex_hull_perim_ratio_ch_1":0.95876,"diff_inten_density_ch_1":59.94247,"diff_inten_density_ch_3":126.15616,"diff_inten_density_ch_4":17.4,"entropy_inten_ch_1":6.3795,"entropy_inten_ch_3":6.77379,"entropy_inten_ch_4":2.2471,"eq_circ_diam_ch_1":16.33764,"eq_ellipse_lwr_ch_1":1.45373,"eq_ellipse_oblate_vol_ch_1":278.93877,"eq_ellipse_prolate_vol_ch_1":191.87757,"eq_sphere_area_ch_1":838.54875,"eq_sphere_vol_ch_1":2283.31742,"fiber_align_2_ch_3":1.4455,"fiber_align_2_ch_4":1.4595,"fiber_length_ch_1":18.20362,"fiber_width_ch_1":12.02007,"inten_cooc_asm_ch_3":0.01225,"inten_cooc_asm_ch_4":0.41118,"inten_cooc_contrast_ch_3":10.94392,"inten_cooc_contrast_ch_4":1.36592,"inten_cooc_entropy_ch_3":6.94247,"inten_cooc_entropy_ch_4":2.62978,"inten_cooc_max_ch_3":0.07222,"inten_cooc_max_ch_4":0.65556,"kurt_inten_ch_1":4.86523,"kurt_inten_ch_3":5.6096,"kurt_inten_ch_4":5.57717,"length_ch_1":21.24495,"neighbor_avg_dist_ch_1":241.06629,"neighbor_min_dist_ch_1":19.3172,"neighbor_var_dist_ch_1":121.72058,"perim_ch_1":60.44738,"shape_bfr_ch_1":0.61928,"shape_lwr_ch_1":1.3333,"shape_p_2_a_ch_1":1.32886,"skew_inten_ch_1":1.81751,"skew_inten_ch_3":1.94681,"skew_inten_ch_4":2.50408,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":13086,"total_inten_ch_2":44,"total_inten_ch_3":31256,"total_inten_ch_4":2054,"var_inten_ch_1":59.60373,"var_inten_ch_3":142.73493,"var_inten_ch_4":23.13087,"width_ch_1":15.93413}
{"case":"Train","class":"PS","angle_ch_1":113.99964,"area_ch_1":311,"avg_inten_ch_1":59.27946,"avg_inten_ch_2":247.38047,"avg_inten_ch_3":25.93939,"avg_inten_ch_4":80.39394,"convex_hull_area_ratio_ch_1":1.15137,"convex_hull_perim_ratio_ch_1":0.89155,"diff_inten_density_ch_1":51.44156,"diff_inten_density_ch_3":33.48237,"diff_inten_density_ch_4":62.45083,"entropy_inten_ch_1":6.59884,"entropy_inten_ch_3":4.57569,"entropy_inten_ch_4":5.62796,"eq_circ_diam_ch_1":19.90914,"eq_ellipse_lwr_ch_1":2.6452,"eq_ellipse_oblate_vol_ch_1":680.90273,"eq_ellipse_prolate_vol_ch_1":257.41116,"eq_sphere_area_ch_1":1245.2449,"eq_sphere_vol_ch_1":4131.95868,"fiber_align_2_ch_3":1.73566,"fiber_align_2_ch_4":1.3046,"fiber_length_ch_1":39.18297,"fiber_width_ch_1":8.3062,"inten_cooc_asm_ch_3":0.10614,"inten_cooc_asm_ch_4":0.05559,"inten_cooc_contrast_ch_3":7.27068,"inten_cooc_contrast_ch_4":5.99386,"inten_cooc_entropy_ch_3":5.36898,"inten_cooc_entropy_ch_4":5.8382,"inten_cooc_max_ch_3":0.32955,"inten_cooc_max_ch_4":0.22348,"kurt_inten_ch_1":0.99177,"kurt_inten_ch_3":8.71982,"kurt_inten_ch_4":1.14356,"length_ch_1":37.1111,"neighbor_avg_dist_ch_1":169.02072,"neighbor_min_dist_ch_1":28.95771,"neighbor_var_dist_ch_1":76.17936,"perim_ch_1":94.97835,"shape_bfr_ch_1":0.53101,"shape_lwr_ch_1":2.34916,"shape_p_2_a_ch_1":2.20565,"skew_inten_ch_1":0.78263,"skew_inten_ch_3":2.74525,"skew_inten_ch_4":1.4697,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":17606,"total_inten_ch_2":73176,"total_inten_ch_3":7704,"total_inten_ch_4":23877,"var_inten_ch_1":34.77236,"var_inten_ch_3":42.63844,"var_inten_ch_4":107.4658,"width_ch_1":15.79762}
{"case":"Train","class":"PS","angle_ch_1":133.46565,"area_ch_1":225,"avg_inten_ch_1":49.67907,"avg_inten_ch_2":2.4,"avg_inten_ch_3":120.42326,"avg_inten_ch_4":128.93488,"convex_hull_area_ratio_ch_1":1.17492,"convex_hull_perim_ratio_ch_1":0.8441,"diff_inten_density_ch_1":50.4961,"diff_inten_density_ch_3":100.15844,"diff_inten_density_ch_4":64.18442,"entropy_inten_ch_1":6.40561,"entropy_inten_ch_3":7.02529,"entropy_inten_ch_4":6.00008,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.82528,"eq_ellipse_oblate_vol_ch_1":348.37303,"eq_ellipse_prolate_vol_ch_1":190.85957,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.48115,"fiber_align_2_ch_4":1.49329,"fiber_length_ch_1":30.57102,"fiber_width_ch_1":7.7917,"inten_cooc_asm_ch_3":0.00684,"inten_cooc_asm_ch_4":0.03901,"inten_cooc_contrast_ch_3":20.09494,"inten_cooc_contrast_ch_4":5.06248,"inten_cooc_entropy_ch_3":7.44345,"inten_cooc_entropy_ch_4":6.10956,"inten_cooc_max_ch_3":0.02105,"inten_cooc_max_ch_4":0.18462,"kurt_inten_ch_1":0.27509,"kurt_inten_ch_3":0.29497,"kurt_inten_ch_4":-1.23656,"length_ch_1":25.34829,"neighbor_avg_dist_ch_1":263.21545,"neighbor_min_dist_ch_1":21.91048,"neighbor_var_dist_ch_1":136.94168,"perim_ch_1":76.72544,"shape_bfr_ch_1":0.55706,"shape_lwr_ch_1":1.58826,"shape_p_2_a_ch_1":1.96664,"skew_inten_ch_1":0.89395,"skew_inten_ch_3":0.89199,"skew_inten_ch_4":0.22611,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10681,"total_inten_ch_2":302,"total_inten_ch_3":25891,"total_inten_ch_4":27721,"var_inten_ch_1":36.84341,"var_inten_ch_3":88.52114,"var_inten_ch_4":108.49497,"width_ch_1":15.9598}
{"case":"Train","class":"PS","angle_ch_1":104.26694,"area_ch_1":209,"avg_inten_ch_1":42.66,"avg_inten_ch_2":308.535,"avg_inten_ch_3":0.12,"avg_inten_ch_4":62.445,"convex_hull_area_ratio_ch_1":1.0619,"convex_hull_perim_ratio_ch_1":0.94392,"diff_inten_density_ch_1":42.55372,"diff_inten_density_ch_3":1.50138,"diff_inten_density_ch_4":47.40771,"entropy_inten_ch_1":6.09863,"entropy_inten_ch_3":0.21671,"entropy_inten_ch_4":4.8599,"eq_circ_diam_ch_1":16.33764,"eq_ellipse_lwr_ch_1":1.89289,"eq_ellipse_oblate_vol_ch_1":318.29484,"eq_ellipse_prolate_vol_ch_1":168.15256,"eq_sphere_area_ch_1":838.54875,"eq_sphere_vol_ch_1":2283.31742,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.46245,"fiber_length_ch_1":20.33507,"fiber_width_ch_1":10.8246,"inten_cooc_asm_ch_3":0.90461,"inten_cooc_asm_ch_4":0.11461,"inten_cooc_contrast_ch_3":0.04669,"inten_cooc_contrast_ch_4":3.47328,"inten_cooc_entropy_ch_3":0.34285,"inten_cooc_entropy_ch_4":4.92764,"inten_cooc_max_ch_3":0.95506,"inten_cooc_max_ch_4":0.34595,"kurt_inten_ch_1":-0.2931,"kurt_inten_ch_3":67.12665,"kurt_inten_ch_4":0.74512,"length_ch_1":23.34298,"neighbor_avg_dist_ch_1":254.8007,"neighbor_min_dist_ch_1":32.90556,"neighbor_var_dist_ch_1":121.76329,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.64571,"shape_lwr_ch_1":1.67835,"shape_p_2_a_ch_1":1.40403,"skew_inten_ch_1":0.28103,"skew_inten_ch_3":8.07886,"skew_inten_ch_4":1.29345,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":8532,"total_inten_ch_2":61508,"total_inten_ch_3":24,"total_inten_ch_4":12489,"var_inten_ch_1":24.07165,"var_inten_ch_3":0.86925,"var_inten_ch_4":78.66115,"width_ch_1":13.90826}
{"case":"Train","class":"PS","angle_ch_1":35.9885,"area_ch_1":611,"avg_inten_ch_1":43.00515,"avg_inten_ch_2":116.01029,"avg_inten_ch_3":64.96226,"avg_inten_ch_4":233.62264,"convex_hull_area_ratio_ch_1":1.38562,"convex_hull_perim_ratio_ch_1":0.90144,"diff_inten_density_ch_1":44.72685,"diff_inten_density_ch_3":45.98597,"diff_inten_density_ch_4":132.78672,"entropy_inten_ch_1":6.52806,"entropy_inten_ch_3":6.47927,"entropy_inten_ch_4":7.6435,"eq_circ_diam_ch_1":27.89385,"eq_ellipse_lwr_ch_1":4.27038,"eq_ellipse_oblate_vol_ch_1":2379.34487,"eq_ellipse_prolate_vol_ch_1":557.17468,"eq_sphere_area_ch_1":2444.36961,"eq_sphere_vol_ch_1":11363.81429,"fiber_align_2_ch_3":1.23014,"fiber_align_2_ch_4":1.75656,"fiber_length_ch_1":67.94252,"fiber_width_ch_1":9.49179,"inten_cooc_asm_ch_3":0.02651,"inten_cooc_asm_ch_4":0.01196,"inten_cooc_contrast_ch_3":6.13208,"inten_cooc_contrast_ch_4":8.98717,"inten_cooc_entropy_ch_3":6.60788,"inten_cooc_entropy_ch_4":7.18033,"inten_cooc_max_ch_3":0.14098,"inten_cooc_max_ch_4":0.07707,"kurt_inten_ch_1":2.00946,"kurt_inten_ch_3":2.57407,"kurt_inten_ch_4":-0.82128,"length_ch_1":62.02292,"neighbor_avg_dist_ch_1":208.82502,"neighbor_min_dist_ch_1":33.78571,"neighbor_var_dist_ch_1":91.26747,"perim_ch_1":154.86862,"shape_bfr_ch_1":0.48998,"shape_lwr_ch_1":3.08443,"shape_p_2_a_ch_1":2.95954,"skew_inten_ch_1":1.36811,"skew_inten_ch_3":1.83965,"skew_inten_ch_4":0.13769,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":12,"total_inten_ch_1":25072,"total_inten_ch_2":67052,"total_inten_ch_3":37873,"total_inten_ch_4":136202,"var_inten_ch_1":32.57852,"var_inten_ch_3":84.61394,"var_inten_ch_4":162.82018,"width_ch_1":20.10839}
{"case":"Test","class":"WS","angle_ch_1":44.14701,"area_ch_1":1638,"avg_inten_ch_1":25.86564,"avg_inten_ch_2":49.71529,"avg_inten_ch_3":38.45361,"avg_inten_ch_4":36.06398,"convex_hull_area_ratio_ch_1":1.11722,"convex_hull_perim_ratio_ch_1":0.83419,"diff_inten_density_ch_1":35.9328,"diff_inten_density_ch_3":27.07784,"diff_inten_density_ch_4":30.33932,"entropy_inten_ch_1":5.67265,"entropy_inten_ch_3":4.71782,"entropy_inten_ch_4":5.5305,"eq_circ_diam_ch_1":45.67239,"eq_ellipse_lwr_ch_1":1.61512,"eq_ellipse_oblate_vol_ch_1":6423.35806,"eq_ellipse_prolate_vol_ch_1":3977.02117,"eq_sphere_area_ch_1":6553.2585,"eq_sphere_vol_ch_1":49883.82682,"fiber_align_2_ch_3":1.43997,"fiber_align_2_ch_4":1.40033,"fiber_length_ch_1":77.02977,"fiber_width_ch_1":21.76527,"inten_cooc_asm_ch_3":0.22201,"inten_cooc_asm_ch_4":0.06969,"inten_cooc_contrast_ch_3":2.26397,"inten_cooc_contrast_ch_4":5.69921,"inten_cooc_entropy_ch_3":4.32614,"inten_cooc_entropy_ch_4":5.94546,"inten_cooc_max_ch_3":0.46631,"inten_cooc_max_ch_4":0.25747,"kurt_inten_ch_1":2.25483,"kurt_inten_ch_3":3.62577,"kurt_inten_ch_4":0.4799,"length_ch_1":63.61368,"neighbor_avg_dist_ch_1":208.08249,"neighbor_min_dist_ch_1":63.18655,"neighbor_var_dist_ch_1":94.39052,"perim_ch_1":197.59007,"shape_bfr_ch_1":0.61217,"shape_lwr_ch_1":1.51208,"shape_p_2_a_ch_1":1.85308,"skew_inten_ch_1":1.37449,"skew_inten_ch_3":1.66432,"skew_inten_ch_4":1.07526,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":23,"total_inten_ch_1":40428,"total_inten_ch_2":76143,"total_inten_ch_3":60103,"total_inten_ch_4":56368,"var_inten_ch_1":27.05394,"var_inten_ch_3":52.49354,"var_inten_ch_4":41.21487,"width_ch_1":42.07024}
{"case":"Test","class":"PS","angle_ch_1":88.32,"area_ch_1":266,"avg_inten_ch_1":27.0748,"avg_inten_ch_2":118.19291,"avg_inten_ch_3":45.50394,"avg_inten_ch_4":88.46457,"convex_hull_area_ratio_ch_1":1.25538,"convex_hull_perim_ratio_ch_1":0.87395,"diff_inten_density_ch_1":41.61171,"diff_inten_density_ch_3":52.05423,"diff_inten_density_ch_4":64.24078,"entropy_inten_ch_1":5.61016,"entropy_inten_ch_3":5.88942,"entropy_inten_ch_4":5.3716,"eq_circ_diam_ch_1":18.41158,"eq_ellipse_lwr_ch_1":1.00949,"eq_ellipse_oblate_vol_ch_1":332.67785,"eq_ellipse_prolate_vol_ch_1":329.54928,"eq_sphere_area_ch_1":1064.95692,"eq_sphere_vol_ch_1":3267.92342,"fiber_align_2_ch_3":1.01586,"fiber_align_2_ch_4":1.35323,"fiber_length_ch_1":30.67997,"fiber_width_ch_1":9.13064,"inten_cooc_asm_ch_3":0.01188,"inten_cooc_asm_ch_4":0.08711,"inten_cooc_contrast_ch_3":19.70804,"inten_cooc_contrast_ch_4":3.8067,"inten_cooc_entropy_ch_3":7.21474,"inten_cooc_entropy_ch_4":5.41585,"inten_cooc_max_ch_3":0.08261,"inten_cooc_max_ch_4":0.28571,"kurt_inten_ch_1":9.74195,"kurt_inten_ch_3":12.41555,"kurt_inten_ch_4":2.24543,"length_ch_1":22.69422,"neighbor_avg_dist_ch_1":209.78524,"neighbor_min_dist_ch_1":17.90935,"neighbor_var_dist_ch_1":107.73705,"perim_ch_1":79.62121,"shape_bfr_ch_1":0.51831,"shape_lwr_ch_1":1.00265,"shape_p_2_a_ch_1":1.8009,"skew_inten_ch_1":2.53511,"skew_inten_ch_3":3.09756,"skew_inten_ch_4":1.6508,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":6877,"total_inten_ch_2":29768,"total_inten_ch_3":11558,"total_inten_ch_4":22470,"var_inten_ch_1":29.50828,"var_inten_ch_3":57.3795,"var_inten_ch_4":117.70728,"width_ch_1":22.63419}
{"case":"Train","class":"WS","angle_ch_1":154.85794,"area_ch_1":681,"avg_inten_ch_1":60.88923,"avg_inten_ch_2":178.96615,"avg_inten_ch_3":103.07385,"avg_inten_ch_4":209.41538,"convex_hull_area_ratio_ch_1":1.12235,"convex_hull_perim_ratio_ch_1":0.82286,"diff_inten_density_ch_1":59.527,"diff_inten_density_ch_3":87.76105,"diff_inten_density_ch_4":160.71031,"entropy_inten_ch_1":6.95835,"entropy_inten_ch_3":6.79802,"entropy_inten_ch_4":7.23271,"eq_circ_diam_ch_1":29.45309,"eq_ellipse_lwr_ch_1":1.30181,"eq_ellipse_oblate_vol_ch_1":1546.55353,"eq_ellipse_prolate_vol_ch_1":1188.00485,"eq_sphere_area_ch_1":2725.28345,"eq_sphere_vol_ch_1":13378.00429,"fiber_align_2_ch_3":1.4817,"fiber_align_2_ch_4":1.58837,"fiber_length_ch_1":49.84163,"fiber_width_ch_1":14.13764,"inten_cooc_asm_ch_3":0.03619,"inten_cooc_asm_ch_4":0.02174,"inten_cooc_contrast_ch_3":7.64265,"inten_cooc_contrast_ch_4":9.71557,"inten_cooc_entropy_ch_3":6.60061,"inten_cooc_entropy_ch_4":6.88326,"inten_cooc_max_ch_3":0.17434,"inten_cooc_max_ch_4":0.13681,"kurt_inten_ch_1":-0.01964,"kurt_inten_ch_3":0.43396,"kurt_inten_ch_4":0.27055,"length_ch_1":39.07678,"neighbor_avg_dist_ch_1":251.91391,"neighbor_min_dist_ch_1":35.71613,"neighbor_var_dist_ch_1":117.78976,"perim_ch_1":127.95854,"shape_bfr_ch_1":0.61047,"shape_lwr_ch_1":1.36821,"shape_p_2_a_ch_1":1.84909,"skew_inten_ch_1":0.68325,"skew_inten_ch_3":1.05804,"skew_inten_ch_4":0.96059,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":13,"total_inten_ch_1":39578,"total_inten_ch_2":115679,"total_inten_ch_3":66998,"total_inten_ch_4":136120,"var_inten_ch_1":41.38112,"var_inten_ch_3":107.88725,"var_inten_ch_4":201.80445,"width_ch_1":28.56058}
{"case":"Train","class":"PS","angle_ch_1":165.78464,"area_ch_1":185,"avg_inten_ch_1":20.68362,"avg_inten_ch_2":101.91525,"avg_inten_ch_3":14.0791,"avg_inten_ch_4":100.29379,"convex_hull_area_ratio_ch_1":1.19166,"convex_hull_perim_ratio_ch_1":0.88188,"diff_inten_density_ch_1":36.87138,"diff_inten_density_ch_3":15.99678,"diff_inten_density_ch_4":52.78778,"entropy_inten_ch_1":5.32947,"entropy_inten_ch_3":4.57269,"entropy_inten_ch_4":5.80388,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.72514,"eq_ellipse_oblate_vol_ch_1":252.98451,"eq_ellipse_prolate_vol_ch_1":146.64557,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.56202,"fiber_align_2_ch_4":1.32678,"fiber_length_ch_1":26.51024,"fiber_width_ch_1":7.58159,"inten_cooc_asm_ch_3":0.05696,"inten_cooc_asm_ch_4":0.0523,"inten_cooc_contrast_ch_3":13.423,"inten_cooc_contrast_ch_4":5.15115,"inten_cooc_entropy_ch_3":6.05157,"inten_cooc_entropy_ch_4":5.96658,"inten_cooc_max_ch_3":0.22876,"inten_cooc_max_ch_4":0.21519,"kurt_inten_ch_1":-0.23648,"kurt_inten_ch_3":-0.3432,"kurt_inten_ch_4":-1.16075,"length_ch_1":23.83224,"neighbor_avg_dist_ch_1":284.63837,"neighbor_min_dist_ch_1":34.82458,"neighbor_var_dist_ch_1":126.35188,"perim_ch_1":68.18365,"shape_bfr_ch_1":0.5138,"shape_lwr_ch_1":1.57293,"shape_p_2_a_ch_1":1.84066,"skew_inten_ch_1":0.58437,"skew_inten_ch_3":0.69166,"skew_inten_ch_4":0.33175,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3661,"total_inten_ch_2":17863,"total_inten_ch_3":2492,"total_inten_ch_4":17752,"var_inten_ch_1":15.96222,"var_inten_ch_3":13.54192,"var_inten_ch_4":86.10546,"width_ch_1":15.15151}
{"case":"Test","class":"PS","angle_ch_1":141.40296,"area_ch_1":167,"avg_inten_ch_1":41.825,"avg_inten_ch_2":1.60625,"avg_inten_ch_3":89.03125,"avg_inten_ch_4":129.66875,"convex_hull_area_ratio_ch_1":1.47877,"convex_hull_perim_ratio_ch_1":0.90765,"diff_inten_density_ch_1":53.91304,"diff_inten_density_ch_3":99.73913,"diff_inten_density_ch_4":83.24638,"entropy_inten_ch_1":6.0966,"entropy_inten_ch_3":6.32515,"entropy_inten_ch_4":6.01891,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":2.09632,"eq_ellipse_oblate_vol_ch_1":239.67941,"eq_ellipse_prolate_vol_ch_1":114.33319,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.56247,"fiber_align_2_ch_4":1.72851,"fiber_length_ch_1":31.90483,"fiber_width_ch_1":5.60974,"inten_cooc_asm_ch_3":0.00909,"inten_cooc_asm_ch_4":0.033,"inten_cooc_contrast_ch_3":18.45735,"inten_cooc_contrast_ch_4":7.84727,"inten_cooc_entropy_ch_3":7.06673,"inten_cooc_entropy_ch_4":6.16461,"inten_cooc_max_ch_3":0.03676,"inten_cooc_max_ch_4":0.19286,"kurt_inten_ch_1":0.25166,"kurt_inten_ch_3":0.3118,"kurt_inten_ch_4":-0.96351,"length_ch_1":27.82262,"neighbor_avg_dist_ch_1":178.07321,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":81.55518,"perim_ch_1":75.02913,"shape_bfr_ch_1":0.40074,"shape_lwr_ch_1":1.84971,"shape_p_2_a_ch_1":2.50293,"skew_inten_ch_1":0.84197,"skew_inten_ch_3":1.03426,"skew_inten_ch_4":0.35795,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6692,"total_inten_ch_2":98,"total_inten_ch_3":14245,"total_inten_ch_4":20747,"var_inten_ch_1":32.34531,"var_inten_ch_3":80.16861,"var_inten_ch_4":107.19327,"width_ch_1":15.04159}
{"case":"Test","class":"PS","angle_ch_1":54.98,"area_ch_1":179,"avg_inten_ch_1":41.68421,"avg_inten_ch_2":54.22222,"avg_inten_ch_3":80.76023,"avg_inten_ch_4":72.37427,"convex_hull_area_ratio_ch_1":1.13573,"convex_hull_perim_ratio_ch_1":0.88377,"diff_inten_density_ch_1":51.01967,"diff_inten_density_ch_3":78.22623,"diff_inten_density_ch_4":42.91475,"entropy_inten_ch_1":5.92494,"entropy_inten_ch_3":6.3316,"entropy_inten_ch_4":5.56879,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":1.40797,"eq_ellipse_oblate_vol_ch_1":217.02618,"eq_ellipse_prolate_vol_ch_1":154.1414,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1.49048,"fiber_align_2_ch_4":1.35544,"fiber_length_ch_1":23.3605,"fiber_width_ch_1":8.09904,"inten_cooc_asm_ch_3":0.01082,"inten_cooc_asm_ch_4":0.0413,"inten_cooc_contrast_ch_3":15.20055,"inten_cooc_contrast_ch_4":7.17247,"inten_cooc_entropy_ch_3":6.98974,"inten_cooc_entropy_ch_4":6.13292,"inten_cooc_max_ch_3":0.05732,"inten_cooc_max_ch_4":0.19745,"kurt_inten_ch_1":5.55819,"kurt_inten_ch_3":1.63483,"kurt_inten_ch_4":-1.2938,"length_ch_1":20.37984,"neighbor_avg_dist_ch_1":218.95403,"neighbor_min_dist_ch_1":18.31446,"neighbor_var_dist_ch_1":121.6096,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.53225,"shape_lwr_ch_1":1.23333,"shape_p_2_a_ch_1":1.66509,"skew_inten_ch_1":2.23823,"skew_inten_ch_3":1.3234,"skew_inten_ch_4":0.1046,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":7128,"total_inten_ch_2":9102,"total_inten_ch_3":13810,"total_inten_ch_4":12376,"var_inten_ch_1":41.82258,"var_inten_ch_3":78.26425,"var_inten_ch_4":57.31926,"width_ch_1":16.52419}
{"case":"Train","class":"PS","angle_ch_1":178.26396,"area_ch_1":464,"avg_inten_ch_1":53.2009,"avg_inten_ch_2":5.67494,"avg_inten_ch_3":78.48984,"avg_inten_ch_4":1.86682,"convex_hull_area_ratio_ch_1":1.33298,"convex_hull_perim_ratio_ch_1":0.8475,"diff_inten_density_ch_1":73.94987,"diff_inten_density_ch_3":123.34586,"diff_inten_density_ch_4":5.89975,"entropy_inten_ch_1":6.52323,"entropy_inten_ch_3":5.20462,"entropy_inten_ch_4":2.54203,"eq_circ_diam_ch_1":24.3151,"eq_ellipse_lwr_ch_1":4.64782,"eq_ellipse_oblate_vol_ch_1":1644.1899,"eq_ellipse_prolate_vol_ch_1":353.75477,"eq_sphere_area_ch_1":1857.38549,"eq_sphere_vol_ch_1":7527.08612,"fiber_align_2_ch_3":1.4594,"fiber_align_2_ch_4":1,"fiber_length_ch_1":66.8295,"fiber_width_ch_1":7.33642,"inten_cooc_asm_ch_3":0.08228,"inten_cooc_asm_ch_4":0.07232,"inten_cooc_contrast_ch_3":9.02625,"inten_cooc_contrast_ch_4":8.72372,"inten_cooc_entropy_ch_3":5.64236,"inten_cooc_entropy_ch_4":4.82005,"inten_cooc_max_ch_3":0.27913,"inten_cooc_max_ch_4":0.23057,"kurt_inten_ch_1":11.30254,"kurt_inten_ch_3":12.9913,"kurt_inten_ch_4":2.80789,"length_ch_1":56.40774,"neighbor_avg_dist_ch_1":257.83879,"neighbor_min_dist_ch_1":116.93411,"neighbor_var_dist_ch_1":83.92876,"perim_ch_1":148.33183,"shape_bfr_ch_1":0.60194,"shape_lwr_ch_1":4.1247,"shape_p_2_a_ch_1":3.57112,"skew_inten_ch_1":2.95843,"skew_inten_ch_3":3.31341,"skew_inten_ch_4":1.63741,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":17,"total_inten_ch_1":23568,"total_inten_ch_2":2072,"total_inten_ch_3":34771,"total_inten_ch_4":827,"var_inten_ch_1":64.71119,"var_inten_ch_3":154.64929,"var_inten_ch_4":2.51907,"width_ch_1":13.67561}
{"case":"Test","class":"WS","angle_ch_1":159.46414,"area_ch_1":343,"avg_inten_ch_1":100.1372,"avg_inten_ch_2":203.10366,"avg_inten_ch_3":8.56098,"avg_inten_ch_4":29.84756,"convex_hull_area_ratio_ch_1":1.17066,"convex_hull_perim_ratio_ch_1":0.89111,"diff_inten_density_ch_1":62.24585,"diff_inten_density_ch_3":18.54153,"diff_inten_density_ch_4":18.93023,"entropy_inten_ch_1":7.2138,"entropy_inten_ch_3":2.77862,"entropy_inten_ch_4":4.31029,"eq_circ_diam_ch_1":20.92238,"eq_ellipse_lwr_ch_1":1.4163,"eq_ellipse_oblate_vol_ch_1":578.2418,"eq_ellipse_prolate_vol_ch_1":408.27722,"eq_sphere_area_ch_1":1375.21995,"eq_sphere_vol_ch_1":4795.47975,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.40065,"fiber_length_ch_1":33.76848,"fiber_width_ch_1":10.68564,"inten_cooc_asm_ch_3":0.29798,"inten_cooc_asm_ch_4":0.21154,"inten_cooc_contrast_ch_3":3.98664,"inten_cooc_contrast_ch_4":2.51268,"inten_cooc_entropy_ch_3":3.49612,"inten_cooc_entropy_ch_4":4.30956,"inten_cooc_max_ch_3":0.54027,"inten_cooc_max_ch_4":0.45973,"kurt_inten_ch_1":-0.75144,"kurt_inten_ch_3":8.40724,"kurt_inten_ch_4":-0.69874,"length_ch_1":29.359,"neighbor_avg_dist_ch_1":220.0244,"neighbor_min_dist_ch_1":37.56139,"neighbor_var_dist_ch_1":110.32251,"perim_ch_1":88.90825,"shape_bfr_ch_1":0.58508,"shape_lwr_ch_1":1.46685,"shape_p_2_a_ch_1":1.74325,"skew_inten_ch_1":0.4123,"skew_inten_ch_3":2.68943,"skew_inten_ch_4":0.79459,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":32845,"total_inten_ch_2":66291,"total_inten_ch_3":2808,"total_inten_ch_4":9790,"var_inten_ch_1":69.58029,"var_inten_ch_3":17.28692,"var_inten_ch_4":35.73788,"width_ch_1":20.01505}
{"case":"Train","class":"WS","angle_ch_1":0.03184,"area_ch_1":223,"avg_inten_ch_1":52.34272,"avg_inten_ch_2":228.01408,"avg_inten_ch_3":14.00469,"avg_inten_ch_4":9.13146,"convex_hull_area_ratio_ch_1":1.03511,"convex_hull_perim_ratio_ch_1":0.9594,"diff_inten_density_ch_1":59.64286,"diff_inten_density_ch_3":13.86224,"diff_inten_density_ch_4":12.2398,"entropy_inten_ch_1":6.32613,"entropy_inten_ch_3":2.72514,"entropy_inten_ch_4":3.37672,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":1.42596,"eq_ellipse_oblate_vol_ch_1":303.62959,"eq_ellipse_prolate_vol_ch_1":212.93047,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":1.28476,"fiber_align_2_ch_4":1.26976,"fiber_length_ch_1":14.89981,"fiber_width_ch_1":14.89981,"inten_cooc_asm_ch_3":0.39557,"inten_cooc_asm_ch_4":0.16582,"inten_cooc_contrast_ch_3":0.98094,"inten_cooc_contrast_ch_4":4.80511,"inten_cooc_entropy_ch_3":2.86365,"inten_cooc_entropy_ch_4":4.45231,"inten_cooc_max_ch_3":0.62887,"inten_cooc_max_ch_4":0.40206,"kurt_inten_ch_1":-0.01037,"kurt_inten_ch_3":2.47995,"kurt_inten_ch_4":0.9348,"length_ch_1":19.45636,"neighbor_avg_dist_ch_1":278.99725,"neighbor_min_dist_ch_1":27.31865,"neighbor_var_dist_ch_1":130.94857,"perim_ch_1":59.59923,"shape_bfr_ch_1":0.80037,"shape_lwr_ch_1":1.35704,"shape_p_2_a_ch_1":1.2216,"skew_inten_ch_1":0.54652,"skew_inten_ch_3":1.85613,"skew_inten_ch_4":1.42246,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":11149,"total_inten_ch_2":48355,"total_inten_ch_3":2983,"total_inten_ch_4":1945,"var_inten_ch_1":31.4677,"var_inten_ch_3":25.88916,"var_inten_ch_4":13.26054,"width_ch_1":14.33731}
{"case":"Train","class":"PS","angle_ch_1":72.65857,"area_ch_1":509,"avg_inten_ch_1":103.85597,"avg_inten_ch_2":307.21193,"avg_inten_ch_3":119.58848,"avg_inten_ch_4":274.84774,"convex_hull_area_ratio_ch_1":1.18236,"convex_hull_perim_ratio_ch_1":0.871,"diff_inten_density_ch_1":68.36053,"diff_inten_density_ch_3":96.20397,"diff_inten_density_ch_4":202.11797,"entropy_inten_ch_1":7.29322,"entropy_inten_ch_3":6.8465,"entropy_inten_ch_4":7.87998,"eq_circ_diam_ch_1":25.46785,"eq_ellipse_lwr_ch_1":1.56185,"eq_ellipse_oblate_vol_ch_1":1095.20604,"eq_ellipse_prolate_vol_ch_1":701.22288,"eq_sphere_area_ch_1":2037.67347,"eq_sphere_vol_ch_1":8649.19522,"fiber_align_2_ch_3":1.50028,"fiber_align_2_ch_4":1.4842,"fiber_length_ch_1":43.21615,"fiber_width_ch_1":12.23639,"inten_cooc_asm_ch_3":0.03213,"inten_cooc_asm_ch_4":0.00861,"inten_cooc_contrast_ch_3":8.01506,"inten_cooc_contrast_ch_4":13.06328,"inten_cooc_entropy_ch_3":6.63879,"inten_cooc_entropy_ch_4":7.44374,"inten_cooc_max_ch_3":0.16667,"inten_cooc_max_ch_4":0.05765,"kurt_inten_ch_1":13.83981,"kurt_inten_ch_3":24.76321,"kurt_inten_ch_4":-0.33629,"length_ch_1":36.64584,"neighbor_avg_dist_ch_1":190.65148,"neighbor_min_dist_ch_1":47.32836,"neighbor_var_dist_ch_1":78.15103,"perim_ch_1":110.90509,"shape_bfr_ch_1":0.56336,"shape_lwr_ch_1":1.48513,"shape_p_2_a_ch_1":1.85093,"skew_inten_ch_1":2.59846,"skew_inten_ch_3":3.68001,"skew_inten_ch_4":0.64543,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":50474,"total_inten_ch_2":148820,"total_inten_ch_3":58120,"total_inten_ch_4":133576,"var_inten_ch_1":68.16534,"var_inten_ch_3":141.71254,"var_inten_ch_4":214.3628,"width_ch_1":24.67519}
{"case":"Test","class":"PS","angle_ch_1":81.68654,"area_ch_1":193,"avg_inten_ch_1":31.75676,"avg_inten_ch_2":35.25946,"avg_inten_ch_3":66.14054,"avg_inten_ch_4":52.97838,"convex_hull_area_ratio_ch_1":1.25316,"convex_hull_perim_ratio_ch_1":0.89517,"diff_inten_density_ch_1":42.22601,"diff_inten_density_ch_3":60.35604,"diff_inten_density_ch_4":43.37771,"entropy_inten_ch_1":5.79902,"entropy_inten_ch_3":6.52604,"entropy_inten_ch_4":5.08187,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":3.01399,"eq_ellipse_oblate_vol_ch_1":357.31374,"eq_ellipse_prolate_vol_ch_1":118.55191,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.5221,"fiber_align_2_ch_4":1.58181,"fiber_length_ch_1":33.76785,"fiber_width_ch_1":6.13059,"inten_cooc_asm_ch_3":0.00817,"inten_cooc_asm_ch_4":0.073,"inten_cooc_contrast_ch_3":15.35621,"inten_cooc_contrast_ch_4":8.09005,"inten_cooc_entropy_ch_3":7.20413,"inten_cooc_entropy_ch_4":5.68324,"inten_cooc_max_ch_3":0.02564,"inten_cooc_max_ch_4":0.26946,"kurt_inten_ch_1":1.80626,"kurt_inten_ch_3":2.39094,"kurt_inten_ch_4":-0.86596,"length_ch_1":29.82258,"neighbor_avg_dist_ch_1":176.06338,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":75.13502,"perim_ch_1":79.79687,"shape_bfr_ch_1":0.51508,"shape_lwr_ch_1":2.36239,"shape_p_2_a_ch_1":2.44768,"skew_inten_ch_1":1.2264,"skew_inten_ch_3":1.39189,"skew_inten_ch_4":0.48527,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5875,"total_inten_ch_2":6339,"total_inten_ch_3":12236,"total_inten_ch_4":9801,"var_inten_ch_1":25.54953,"var_inten_ch_3":54.15515,"var_inten_ch_4":50.38114,"width_ch_1":12.62388}
{"case":"Train","class":"WS","angle_ch_1":66.43702,"area_ch_1":222,"avg_inten_ch_1":48.93396,"avg_inten_ch_2":266.07075,"avg_inten_ch_3":4.60377,"avg_inten_ch_4":46.85377,"convex_hull_area_ratio_ch_1":1.11406,"convex_hull_perim_ratio_ch_1":0.92868,"diff_inten_density_ch_1":46.16316,"diff_inten_density_ch_3":8.48947,"diff_inten_density_ch_4":34.73158,"entropy_inten_ch_1":6.26683,"entropy_inten_ch_3":1.30319,"entropy_inten_ch_4":4.0158,"eq_circ_diam_ch_1":16.82063,"eq_ellipse_lwr_ch_1":2.93135,"eq_ellipse_oblate_vol_ch_1":432.27405,"eq_ellipse_prolate_vol_ch_1":147.46587,"eq_sphere_area_ch_1":888.86168,"eq_sphere_vol_ch_1":2491.86831,"fiber_align_2_ch_3":1.70112,"fiber_align_2_ch_4":1.38031,"fiber_length_ch_1":27.98325,"fiber_width_ch_1":8.45606,"inten_cooc_asm_ch_3":0.69433,"inten_cooc_asm_ch_4":0.22393,"inten_cooc_contrast_ch_3":0.3016,"inten_cooc_contrast_ch_4":2.03472,"inten_cooc_entropy_ch_3":1.2555,"inten_cooc_entropy_ch_4":4.00437,"inten_cooc_max_ch_3":0.83871,"inten_cooc_max_ch_4":0.47423,"kurt_inten_ch_1":0.11762,"kurt_inten_ch_3":12.24775,"kurt_inten_ch_4":-0.17246,"length_ch_1":28.49233,"neighbor_avg_dist_ch_1":201.54989,"neighbor_min_dist_ch_1":14.47885,"neighbor_var_dist_ch_1":106.13683,"perim_ch_1":72.87862,"shape_bfr_ch_1":0.69256,"shape_lwr_ch_1":2.5301,"shape_p_2_a_ch_1":1.78617,"skew_inten_ch_1":0.47896,"skew_inten_ch_3":3.50487,"skew_inten_ch_4":1.1027,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10374,"total_inten_ch_2":56196,"total_inten_ch_3":976,"total_inten_ch_4":9933,"var_inten_ch_1":28.28186,"var_inten_ch_3":13.86436,"var_inten_ch_4":64.73984,"width_ch_1":11.26135}
{"case":"Train","class":"WS","angle_ch_1":73.60261,"area_ch_1":236,"avg_inten_ch_1":33.81416,"avg_inten_ch_2":202.67699,"avg_inten_ch_3":22.58407,"avg_inten_ch_4":43.93363,"convex_hull_area_ratio_ch_1":1.05163,"convex_hull_perim_ratio_ch_1":0.94473,"diff_inten_density_ch_1":46.16019,"diff_inten_density_ch_3":35.65534,"diff_inten_density_ch_4":27.79612,"entropy_inten_ch_1":5.96902,"entropy_inten_ch_3":4.50785,"entropy_inten_ch_4":3.69559,"eq_circ_diam_ch_1":17.36715,"eq_ellipse_lwr_ch_1":1.69993,"eq_ellipse_oblate_vol_ch_1":362.32615,"eq_ellipse_prolate_vol_ch_1":213.14186,"eq_sphere_area_ch_1":947.56009,"eq_sphere_vol_ch_1":2742.73567,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.42628,"fiber_length_ch_1":23.05863,"fiber_width_ch_1":10.78477,"inten_cooc_asm_ch_3":0.09591,"inten_cooc_asm_ch_4":0.30646,"inten_cooc_contrast_ch_3":12.02513,"inten_cooc_contrast_ch_4":1.745,"inten_cooc_entropy_ch_3":5.47265,"inten_cooc_entropy_ch_4":3.55079,"inten_cooc_max_ch_3":0.29858,"inten_cooc_max_ch_4":0.56716,"kurt_inten_ch_1":1.18162,"kurt_inten_ch_3":3.01171,"kurt_inten_ch_4":-0.79464,"length_ch_1":24.90202,"neighbor_avg_dist_ch_1":239.44947,"neighbor_min_dist_ch_1":27.31865,"neighbor_var_dist_ch_1":121.04718,"perim_ch_1":67.68681,"shape_bfr_ch_1":0.59224,"shape_lwr_ch_1":1.55032,"shape_p_2_a_ch_1":1.46606,"skew_inten_ch_1":0.95335,"skew_inten_ch_3":1.69678,"skew_inten_ch_4":0.90565,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7642,"total_inten_ch_2":45580,"total_inten_ch_3":5104,"total_inten_ch_4":9929,"var_inten_ch_1":26.0257,"var_inten_ch_3":29.65054,"var_inten_ch_4":59.0882,"width_ch_1":16.0625}
{"case":"Test","class":"WS","angle_ch_1":105.95464,"area_ch_1":230,"avg_inten_ch_1":73.57273,"avg_inten_ch_2":353.33636,"avg_inten_ch_3":37.67273,"avg_inten_ch_4":162.87273,"convex_hull_area_ratio_ch_1":1.22961,"convex_hull_perim_ratio_ch_1":0.85539,"diff_inten_density_ch_1":52.27041,"diff_inten_density_ch_3":35.91327,"diff_inten_density_ch_4":92.65306,"entropy_inten_ch_1":6.81857,"entropy_inten_ch_3":4.0505,"entropy_inten_ch_4":6.79327,"eq_circ_diam_ch_1":17.13506,"eq_ellipse_lwr_ch_1":2.24621,"eq_ellipse_oblate_vol_ch_1":400.01954,"eq_ellipse_prolate_vol_ch_1":178.08607,"eq_sphere_area_ch_1":922.40363,"eq_sphere_vol_ch_1":2634.23986,"fiber_align_2_ch_3":1.6433,"fiber_align_2_ch_4":1.68156,"fiber_length_ch_1":33.28489,"fiber_width_ch_1":7.33748,"inten_cooc_asm_ch_3":0.20322,"inten_cooc_asm_ch_4":0.01388,"inten_cooc_contrast_ch_3":2.12433,"inten_cooc_contrast_ch_4":7.51744,"inten_cooc_entropy_ch_3":4.08798,"inten_cooc_entropy_ch_4":6.8816,"inten_cooc_max_ch_3":0.44221,"inten_cooc_max_ch_4":0.09045,"kurt_inten_ch_1":-0.65589,"kurt_inten_ch_3":4.41317,"kurt_inten_ch_4":-1.22397,"length_ch_1":27.98635,"neighbor_avg_dist_ch_1":226.20345,"neighbor_min_dist_ch_1":33.01687,"neighbor_var_dist_ch_1":117.94167,"perim_ch_1":81.24475,"shape_bfr_ch_1":0.5326,"shape_lwr_ch_1":1.80896,"shape_p_2_a_ch_1":2.15072,"skew_inten_ch_1":0.44897,"skew_inten_ch_3":2.16612,"skew_inten_ch_4":0.15129,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":16186,"total_inten_ch_2":77515,"total_inten_ch_3":8288,"total_inten_ch_4":35832,"var_inten_ch_1":46.17466,"var_inten_ch_3":65.52642,"var_inten_ch_4":119.9902,"width_ch_1":15.47094}
{"case":"Test","class":"WS","angle_ch_1":52.98835,"area_ch_1":572,"avg_inten_ch_1":533.29121,"avg_inten_ch_2":109.82418,"avg_inten_ch_3":26.58974,"avg_inten_ch_4":213.84982,"convex_hull_area_ratio_ch_1":1.6917,"convex_hull_perim_ratio_ch_1":0.8688,"diff_inten_density_ch_1":171.34558,"diff_inten_density_ch_3":20.50149,"diff_inten_density_ch_4":88.51142,"entropy_inten_ch_1":8.73371,"entropy_inten_ch_3":5.22348,"entropy_inten_ch_4":7.09641,"eq_circ_diam_ch_1":26.99421,"eq_ellipse_lwr_ch_1":1.3706,"eq_ellipse_oblate_vol_ch_1":1221.70448,"eq_ellipse_prolate_vol_ch_1":891.36353,"eq_sphere_area_ch_1":2289.2381,"eq_sphere_vol_ch_1":10299.3605,"fiber_align_2_ch_3":1.29159,"fiber_align_2_ch_4":1.14518,"fiber_length_ch_1":66.04647,"fiber_width_ch_1":8.98266,"inten_cooc_asm_ch_3":0.08567,"inten_cooc_asm_ch_4":0.05217,"inten_cooc_contrast_ch_3":5.59435,"inten_cooc_contrast_ch_4":2.7989,"inten_cooc_entropy_ch_3":5.75869,"inten_cooc_entropy_ch_4":5.97218,"inten_cooc_max_ch_3":0.28486,"inten_cooc_max_ch_4":0.21315,"kurt_inten_ch_1":-1.37238,"kurt_inten_ch_3":5.47859,"kurt_inten_ch_4":-0.22425,"length_ch_1":47.09003,"neighbor_avg_dist_ch_1":278.45408,"neighbor_min_dist_ch_1":38.98551,"neighbor_var_dist_ch_1":120.83636,"perim_ch_1":150.05827,"shape_bfr_ch_1":0.35512,"shape_lwr_ch_1":1.37596,"shape_p_2_a_ch_1":3.02032,"skew_inten_ch_1":0.25953,"skew_inten_ch_3":2.10463,"skew_inten_ch_4":0.78874,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":291177,"total_inten_ch_2":59419,"total_inten_ch_3":14518,"total_inten_ch_4":116762,"var_inten_ch_1":375.58293,"var_inten_ch_3":33.55467,"var_inten_ch_4":201.33334,"width_ch_1":34.2235}
{"case":"Test","class":"PS","angle_ch_1":76.85394,"area_ch_1":225,"avg_inten_ch_1":96.45581,"avg_inten_ch_2":183.92093,"avg_inten_ch_3":123.89302,"avg_inten_ch_4":460.04651,"convex_hull_area_ratio_ch_1":1.10491,"convex_hull_perim_ratio_ch_1":0.95767,"diff_inten_density_ch_1":65.07161,"diff_inten_density_ch_3":82.289,"diff_inten_density_ch_4":316.59079,"entropy_inten_ch_1":6.8159,"entropy_inten_ch_3":5.89839,"entropy_inten_ch_4":6.59248,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":2.58553,"eq_ellipse_oblate_vol_ch_1":414.62355,"eq_ellipse_prolate_vol_ch_1":160.36313,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.67275,"fiber_align_2_ch_4":1.69252,"fiber_length_ch_1":25.22182,"fiber_width_ch_1":9.30915,"inten_cooc_asm_ch_3":0.04553,"inten_cooc_asm_ch_4":0.02425,"inten_cooc_contrast_ch_3":6.50857,"inten_cooc_contrast_ch_4":11.25003,"inten_cooc_entropy_ch_3":6.06437,"inten_cooc_entropy_ch_4":6.54452,"inten_cooc_max_ch_3":0.21287,"inten_cooc_max_ch_4":0.15347,"kurt_inten_ch_1":0.25501,"kurt_inten_ch_3":2.52443,"kurt_inten_ch_4":-0.94556,"length_ch_1":27.78425,"neighbor_avg_dist_ch_1":352.48033,"neighbor_min_dist_ch_1":16.02515,"neighbor_var_dist_ch_1":128.61775,"perim_ch_1":69.06194,"shape_bfr_ch_1":0.6439,"shape_lwr_ch_1":2.20567,"shape_p_2_a_ch_1":1.61651,"skew_inten_ch_1":0.46774,"skew_inten_ch_3":1.39225,"skew_inten_ch_4":0.25613,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":20738,"total_inten_ch_2":39329,"total_inten_ch_3":26637,"total_inten_ch_4":98910,"var_inten_ch_1":50.91778,"var_inten_ch_3":122.12027,"var_inten_ch_4":364.68349,"width_ch_1":12.59671}
{"case":"Test","class":"PS","angle_ch_1":59.66375,"area_ch_1":251,"avg_inten_ch_1":145.05417,"avg_inten_ch_2":128.52083,"avg_inten_ch_3":330.04583,"avg_inten_ch_4":329.40833,"convex_hull_area_ratio_ch_1":1.70399,"convex_hull_perim_ratio_ch_1":0.73275,"diff_inten_density_ch_1":126.53285,"diff_inten_density_ch_3":293.57421,"diff_inten_density_ch_4":219.12652,"entropy_inten_ch_1":7.21804,"entropy_inten_ch_3":7.46683,"entropy_inten_ch_4":6.53942,"eq_circ_diam_ch_1":17.89698,"eq_ellipse_lwr_ch_1":2.13545,"eq_ellipse_oblate_vol_ch_1":444.40928,"eq_ellipse_prolate_vol_ch_1":208.11037,"eq_sphere_area_ch_1":1006.2585,"eq_sphere_vol_ch_1":3001.49869,"fiber_align_2_ch_3":1.778,"fiber_align_2_ch_4":1.3361,"fiber_length_ch_1":54.58069,"fiber_width_ch_1":4.93071,"inten_cooc_asm_ch_3":0.00806,"inten_cooc_asm_ch_4":0.0273,"inten_cooc_contrast_ch_3":11.51031,"inten_cooc_contrast_ch_4":8.4451,"inten_cooc_entropy_ch_3":7.17333,"inten_cooc_entropy_ch_4":6.517,"inten_cooc_max_ch_3":0.02488,"inten_cooc_max_ch_4":0.15238,"kurt_inten_ch_1":4.06566,"kurt_inten_ch_3":4.61573,"kurt_inten_ch_4":-0.57543,"length_ch_1":36.18308,"neighbor_avg_dist_ch_1":198.71606,"neighbor_min_dist_ch_1":13.92532,"neighbor_var_dist_ch_1":92.71393,"perim_ch_1":119.02281,"shape_bfr_ch_1":0.32653,"shape_lwr_ch_1":1.69936,"shape_p_2_a_ch_1":4.18889,"skew_inten_ch_1":1.90117,"skew_inten_ch_3":1.93862,"skew_inten_ch_4":0.34862,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":34813,"total_inten_ch_2":30606,"total_inten_ch_3":79211,"total_inten_ch_4":79058,"var_inten_ch_1":139.31287,"var_inten_ch_3":337.95383,"var_inten_ch_4":254.82227,"width_ch_1":21.29221}
{"case":"Test","class":"PS","angle_ch_1":139.87785,"area_ch_1":395,"avg_inten_ch_1":18.74801,"avg_inten_ch_2":57.23607,"avg_inten_ch_3":13.38727,"avg_inten_ch_4":10.52255,"convex_hull_area_ratio_ch_1":1.64508,"convex_hull_perim_ratio_ch_1":0.72145,"diff_inten_density_ch_1":34.27164,"diff_inten_density_ch_3":25.20597,"diff_inten_density_ch_4":20.85075,"entropy_inten_ch_1":5.32121,"entropy_inten_ch_3":4.57546,"entropy_inten_ch_4":4.21561,"eq_circ_diam_ch_1":22.43081,"eq_ellipse_lwr_ch_1":1.96067,"eq_ellipse_oblate_vol_ch_1":838.36948,"eq_ellipse_prolate_vol_ch_1":427.59409,"eq_sphere_area_ch_1":1580.6644,"eq_sphere_vol_ch_1":5909.26302,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":63.19963,"fiber_width_ch_1":6.659,"inten_cooc_asm_ch_3":0.02161,"inten_cooc_asm_ch_4":0.05845,"inten_cooc_contrast_ch_3":36.97097,"inten_cooc_contrast_ch_4":25.07535,"inten_cooc_entropy_ch_3":6.90379,"inten_cooc_entropy_ch_4":6.13528,"inten_cooc_max_ch_3":0.12426,"inten_cooc_max_ch_4":0.23494,"kurt_inten_ch_1":-0.1107,"kurt_inten_ch_3":-0.42268,"kurt_inten_ch_4":0.51383,"length_ch_1":36.06604,"neighbor_avg_dist_ch_1":276.23508,"neighbor_min_dist_ch_1":31.98483,"neighbor_var_dist_ch_1":126.90368,"perim_ch_1":139.71728,"shape_bfr_ch_1":0.47488,"shape_lwr_ch_1":1.56314,"shape_p_2_a_ch_1":3.69117,"skew_inten_ch_1":0.65998,"skew_inten_ch_3":0.71599,"skew_inten_ch_4":1.10995,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":7068,"total_inten_ch_2":21202,"total_inten_ch_3":5047,"total_inten_ch_4":3967,"var_inten_ch_1":14.82784,"var_inten_ch_3":13.09033,"var_inten_ch_4":12.12403,"width_ch_1":23.07283}
{"case":"Test","class":"WS","angle_ch_1":139.58161,"area_ch_1":290,"avg_inten_ch_1":202.70397,"avg_inten_ch_2":202.87365,"avg_inten_ch_3":22.8917,"avg_inten_ch_4":97.79422,"convex_hull_area_ratio_ch_1":1.10204,"convex_hull_perim_ratio_ch_1":0.96372,"diff_inten_density_ch_1":74.48119,"diff_inten_density_ch_3":19.19802,"diff_inten_density_ch_4":45.28119,"entropy_inten_ch_1":7.51064,"entropy_inten_ch_3":4.69807,"entropy_inten_ch_4":6.19593,"eq_circ_diam_ch_1":19.22711,"eq_ellipse_lwr_ch_1":2.38386,"eq_ellipse_oblate_vol_ch_1":582.21243,"eq_ellipse_prolate_vol_ch_1":244.23108,"eq_sphere_area_ch_1":1161.39002,"eq_sphere_vol_ch_1":3721.69646,"fiber_align_2_ch_3":1.53434,"fiber_align_2_ch_4":1.01492,"fiber_length_ch_1":29.53847,"fiber_width_ch_1":10.43272,"inten_cooc_asm_ch_3":0.12599,"inten_cooc_asm_ch_4":0.0574,"inten_cooc_contrast_ch_3":4.45295,"inten_cooc_contrast_ch_4":4.17416,"inten_cooc_entropy_ch_3":5.15229,"inten_cooc_entropy_ch_4":5.96735,"inten_cooc_max_ch_3":0.35317,"inten_cooc_max_ch_4":0.22925,"kurt_inten_ch_1":-0.97262,"kurt_inten_ch_3":3.80614,"kurt_inten_ch_4":-1.34963,"length_ch_1":30.97223,"neighbor_avg_dist_ch_1":294.53473,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":127.5763,"perim_ch_1":79.94239,"shape_bfr_ch_1":0.60251,"shape_lwr_ch_1":1.99063,"shape_p_2_a_ch_1":1.65027,"skew_inten_ch_1":0.12894,"skew_inten_ch_3":1.84788,"skew_inten_ch_4":0.1953,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":56149,"total_inten_ch_2":55920,"total_inten_ch_3":6341,"total_inten_ch_4":27089,"var_inten_ch_1":110.09979,"var_inten_ch_3":30.41582,"var_inten_ch_4":80.55823,"width_ch_1":15.55901}
{"case":"Train","class":"PS","angle_ch_1":173.00469,"area_ch_1":297,"avg_inten_ch_1":123.42606,"avg_inten_ch_2":3.40845,"avg_inten_ch_3":23.35915,"avg_inten_ch_4":28.8169,"convex_hull_area_ratio_ch_1":1.06905,"convex_hull_perim_ratio_ch_1":0.95,"diff_inten_density_ch_1":70.76426,"diff_inten_density_ch_3":28.8327,"diff_inten_density_ch_4":24.42966,"entropy_inten_ch_1":7.11026,"entropy_inten_ch_3":4.60461,"entropy_inten_ch_4":4.33768,"eq_circ_diam_ch_1":19.46854,"eq_ellipse_lwr_ch_1":1.90892,"eq_ellipse_oblate_vol_ch_1":540.86946,"eq_ellipse_prolate_vol_ch_1":283.33854,"eq_sphere_area_ch_1":1190.73923,"eq_sphere_vol_ch_1":3863.65915,"fiber_align_2_ch_3":1.05539,"fiber_align_2_ch_4":1.55389,"fiber_length_ch_1":24.59054,"fiber_width_ch_1":12.49995,"inten_cooc_asm_ch_3":0.09375,"inten_cooc_asm_ch_4":0.16183,"inten_cooc_contrast_ch_3":8.42045,"inten_cooc_contrast_ch_4":3.90752,"inten_cooc_entropy_ch_3":5.49443,"inten_cooc_entropy_ch_4":4.76614,"inten_cooc_max_ch_3":0.30116,"inten_cooc_max_ch_4":0.40075,"kurt_inten_ch_1":-0.5085,"kurt_inten_ch_3":1.31188,"kurt_inten_ch_4":-0.26878,"length_ch_1":26.5269,"neighbor_avg_dist_ch_1":224.11075,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":104.782,"perim_ch_1":74.18098,"shape_bfr_ch_1":0.76112,"shape_lwr_ch_1":1.79916,"shape_p_2_a_ch_1":1.42461,"skew_inten_ch_1":-0.39307,"skew_inten_ch_3":1.37105,"skew_inten_ch_4":0.94474,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":35053,"total_inten_ch_2":685,"total_inten_ch_3":6634,"total_inten_ch_4":8184,"var_inten_ch_1":52.21844,"var_inten_ch_3":29.9645,"var_inten_ch_4":34.98855,"width_ch_1":14.74407}
{"case":"Train","class":"PS","angle_ch_1":175.88127,"area_ch_1":680,"avg_inten_ch_1":293.42065,"avg_inten_ch_2":69.39753,"avg_inten_ch_3":24.29584,"avg_inten_ch_4":41.96456,"convex_hull_area_ratio_ch_1":1.14618,"convex_hull_perim_ratio_ch_1":0.89524,"diff_inten_density_ch_1":113.13703,"diff_inten_density_ch_3":22.15661,"diff_inten_density_ch_4":29.1354,"entropy_inten_ch_1":8.49794,"entropy_inten_ch_3":3.29452,"entropy_inten_ch_4":4.99419,"eq_circ_diam_ch_1":29.43043,"eq_ellipse_lwr_ch_1":1.73403,"eq_ellipse_oblate_vol_ch_1":1780.80483,"eq_ellipse_prolate_vol_ch_1":1026.97735,"eq_sphere_area_ch_1":2721.0907,"eq_sphere_vol_ch_1":13347.14385,"fiber_align_2_ch_3":1.13517,"fiber_align_2_ch_4":1.35922,"fiber_length_ch_1":48.50544,"fiber_width_ch_1":14.41364,"inten_cooc_asm_ch_3":0.33212,"inten_cooc_asm_ch_4":0.16471,"inten_cooc_contrast_ch_3":1.78869,"inten_cooc_contrast_ch_4":3.74021,"inten_cooc_entropy_ch_3":3.2398,"inten_cooc_entropy_ch_4":4.81732,"inten_cooc_max_ch_3":0.57581,"inten_cooc_max_ch_4":0.40099,"kurt_inten_ch_1":-0.04594,"kurt_inten_ch_3":10.31143,"kurt_inten_ch_4":2.65427,"length_ch_1":41.43488,"neighbor_avg_dist_ch_1":181.80194,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":80.80677,"perim_ch_1":125.83816,"shape_bfr_ch_1":0.61477,"shape_lwr_ch_1":1.55154,"shape_p_2_a_ch_1":1.80239,"skew_inten_ch_1":0.69531,"skew_inten_ch_3":3.06548,"skew_inten_ch_4":1.66437,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":13,"total_inten_ch_1":190430,"total_inten_ch_2":44391,"total_inten_ch_3":15768,"total_inten_ch_4":27235,"var_inten_ch_1":183.76305,"var_inten_ch_3":54.94585,"var_inten_ch_4":55.99315,"width_ch_1":26.70567}
{"case":"Train","class":"PS","angle_ch_1":34.83701,"area_ch_1":466,"avg_inten_ch_1":160.46966,"avg_inten_ch_2":202.55955,"avg_inten_ch_3":144.4427,"avg_inten_ch_4":272.57079,"convex_hull_area_ratio_ch_1":1.27361,"convex_hull_perim_ratio_ch_1":0.80159,"diff_inten_density_ch_1":92.05739,"diff_inten_density_ch_3":120.01587,"diff_inten_density_ch_4":128.44567,"entropy_inten_ch_1":7.72346,"entropy_inten_ch_3":5.21437,"entropy_inten_ch_4":6.90243,"eq_circ_diam_ch_1":24.36993,"eq_ellipse_lwr_ch_1":1.50785,"eq_ellipse_oblate_vol_ch_1":942.84595,"eq_ellipse_prolate_vol_ch_1":625.29131,"eq_sphere_area_ch_1":1865.77098,"eq_sphere_vol_ch_1":7578.11711,"fiber_align_2_ch_3":1.34694,"fiber_align_2_ch_4":1.37805,"fiber_length_ch_1":49.50544,"fiber_width_ch_1":9.86669,"inten_cooc_asm_ch_3":0.15411,"inten_cooc_asm_ch_4":0.04928,"inten_cooc_contrast_ch_3":3.0839,"inten_cooc_contrast_ch_4":3.69673,"inten_cooc_entropy_ch_3":4.74437,"inten_cooc_entropy_ch_4":5.98846,"inten_cooc_max_ch_3":0.38443,"inten_cooc_max_ch_4":0.20343,"kurt_inten_ch_1":3.00124,"kurt_inten_ch_3":8.55815,"kurt_inten_ch_4":-0.14242,"length_ch_1":35.663,"neighbor_avg_dist_ch_1":181.25103,"neighbor_min_dist_ch_1":19.3172,"neighbor_var_dist_ch_1":73.18325,"perim_ch_1":118.74425,"shape_bfr_ch_1":0.49645,"shape_lwr_ch_1":1.35366,"shape_p_2_a_ch_1":2.29715,"skew_inten_ch_1":1.4052,"skew_inten_ch_3":2.66529,"skew_inten_ch_4":0.81693,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":12,"total_inten_ch_1":71409,"total_inten_ch_2":89695,"total_inten_ch_3":64277,"total_inten_ch_4":121294,"var_inten_ch_1":111.13537,"var_inten_ch_3":243.74675,"var_inten_ch_4":264.18869,"width_ch_1":26.34556}
{"case":"Test","class":"PS","angle_ch_1":70.10682,"area_ch_1":170,"avg_inten_ch_1":31.31288,"avg_inten_ch_2":59.82822,"avg_inten_ch_3":59.71779,"avg_inten_ch_4":92.85276,"convex_hull_area_ratio_ch_1":1.17261,"convex_hull_perim_ratio_ch_1":0.89653,"diff_inten_density_ch_1":36.06383,"diff_inten_density_ch_3":42.56028,"diff_inten_density_ch_4":58.68085,"entropy_inten_ch_1":5.81522,"entropy_inten_ch_3":6.26849,"entropy_inten_ch_4":6.23671,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":3.75911,"eq_ellipse_oblate_vol_ch_1":330.02385,"eq_ellipse_prolate_vol_ch_1":87.79314,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.74854,"fiber_align_2_ch_4":1.76849,"fiber_length_ch_1":30.61477,"fiber_width_ch_1":6.00019,"inten_cooc_asm_ch_3":0.00974,"inten_cooc_asm_ch_4":0.01418,"inten_cooc_contrast_ch_3":11.85334,"inten_cooc_contrast_ch_4":8.88719,"inten_cooc_entropy_ch_3":6.97274,"inten_cooc_entropy_ch_4":6.68392,"inten_cooc_max_ch_3":0.03425,"inten_cooc_max_ch_4":0.08904,"kurt_inten_ch_1":-0.72132,"kurt_inten_ch_3":-0.1378,"kurt_inten_ch_4":-1.26746,"length_ch_1":29.47706,"neighbor_avg_dist_ch_1":166.86467,"neighbor_min_dist_ch_1":27.47169,"neighbor_var_dist_ch_1":71.09693,"perim_ch_1":73.22993,"shape_bfr_ch_1":0.58588,"shape_lwr_ch_1":2.97954,"shape_p_2_a_ch_1":2.3231,"skew_inten_ch_1":0.47151,"skew_inten_ch_3":0.50387,"skew_inten_ch_4":0.01314,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5104,"total_inten_ch_2":9590,"total_inten_ch_3":9734,"total_inten_ch_4":15135,"var_inten_ch_1":20.52487,"var_inten_ch_3":40.6921,"var_inten_ch_4":65.37013,"width_ch_1":9.89315}
{"case":"Test","class":"WS","angle_ch_1":159.4795,"area_ch_1":274,"avg_inten_ch_1":110.70611,"avg_inten_ch_2":469.43893,"avg_inten_ch_3":213.61069,"avg_inten_ch_4":479.41221,"convex_hull_area_ratio_ch_1":1.2646,"convex_hull_perim_ratio_ch_1":0.88189,"diff_inten_density_ch_1":80.32211,"diff_inten_density_ch_3":164.40632,"diff_inten_density_ch_4":354.28421,"entropy_inten_ch_1":7.09856,"entropy_inten_ch_3":7.09306,"entropy_inten_ch_4":7.50767,"eq_circ_diam_ch_1":18.69928,"eq_ellipse_lwr_ch_1":2.39587,"eq_ellipse_oblate_vol_ch_1":536.91415,"eq_ellipse_prolate_vol_ch_1":224.10014,"eq_sphere_area_ch_1":1098.49887,"eq_sphere_vol_ch_1":3423.52287,"fiber_align_2_ch_3":1.21353,"fiber_align_2_ch_4":1.76118,"fiber_length_ch_1":34.69096,"fiber_width_ch_1":8.2789,"inten_cooc_asm_ch_3":0.0138,"inten_cooc_asm_ch_4":0.00903,"inten_cooc_contrast_ch_3":7.78502,"inten_cooc_contrast_ch_4":10.00122,"inten_cooc_entropy_ch_3":6.84706,"inten_cooc_entropy_ch_4":7.10977,"inten_cooc_max_ch_3":0.07851,"inten_cooc_max_ch_4":0.03719,"kurt_inten_ch_1":5.42626,"kurt_inten_ch_3":6.791,"kurt_inten_ch_4":2.76823,"length_ch_1":31.03652,"neighbor_avg_dist_ch_1":167.24694,"neighbor_min_dist_ch_1":38.91823,"neighbor_var_dist_ch_1":74.0523,"perim_ch_1":85.93972,"shape_bfr_ch_1":0.58576,"shape_lwr_ch_1":2.0546,"shape_p_2_a_ch_1":2.04638,"skew_inten_ch_1":2.12807,"skew_inten_ch_3":2.449,"skew_inten_ch_4":1.64122,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":29005,"total_inten_ch_2":122732,"total_inten_ch_3":55966,"total_inten_ch_4":125606,"var_inten_ch_1":105.83201,"var_inten_ch_3":277.38096,"var_inten_ch_4":495.11643,"width_ch_1":15.10589}
{"case":"Test","class":"WS","angle_ch_1":135.86217,"area_ch_1":281,"avg_inten_ch_1":64.98885,"avg_inten_ch_2":326.52788,"avg_inten_ch_3":92.31599,"avg_inten_ch_4":246.44238,"convex_hull_area_ratio_ch_1":1.13074,"convex_hull_perim_ratio_ch_1":0.93287,"diff_inten_density_ch_1":55.72098,"diff_inten_density_ch_3":76.72301,"diff_inten_density_ch_4":167.79837,"entropy_inten_ch_1":6.73719,"entropy_inten_ch_3":6.56669,"entropy_inten_ch_4":6.67239,"eq_circ_diam_ch_1":18.94743,"eq_ellipse_lwr_ch_1":1.92398,"eq_ellipse_oblate_vol_ch_1":500.55367,"eq_ellipse_prolate_vol_ch_1":260.16525,"eq_sphere_area_ch_1":1127.84807,"eq_sphere_vol_ch_1":3561.6375,"fiber_align_2_ch_3":1.17527,"fiber_align_2_ch_4":1.69634,"fiber_length_ch_1":29.7527,"fiber_width_ch_1":9.97007,"inten_cooc_asm_ch_3":0.02384,"inten_cooc_asm_ch_4":0.01642,"inten_cooc_contrast_ch_3":13.7165,"inten_cooc_contrast_ch_4":13.70814,"inten_cooc_entropy_ch_3":6.85344,"inten_cooc_entropy_ch_4":6.92586,"inten_cooc_max_ch_3":0.13469,"inten_cooc_max_ch_4":0.10163,"kurt_inten_ch_1":-0.37807,"kurt_inten_ch_3":0.05527,"kurt_inten_ch_4":-0.79931,"length_ch_1":30.38036,"neighbor_avg_dist_ch_1":219.66488,"neighbor_min_dist_ch_1":34.03301,"neighbor_var_dist_ch_1":125.79136,"perim_ch_1":79.44555,"shape_bfr_ch_1":0.60751,"shape_lwr_ch_1":1.98859,"shape_p_2_a_ch_1":1.69318,"skew_inten_ch_1":0.43426,"skew_inten_ch_3":0.67239,"skew_inten_ch_4":0.13022,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":17482,"total_inten_ch_2":87568,"total_inten_ch_3":24833,"total_inten_ch_4":66293,"var_inten_ch_1":38.6956,"var_inten_ch_3":75.12033,"var_inten_ch_4":173.97037,"width_ch_1":15.27733}
{"case":"Test","class":"PS","angle_ch_1":39.19129,"area_ch_1":277,"avg_inten_ch_1":40.83774,"avg_inten_ch_2":278.93585,"avg_inten_ch_3":13.86415,"avg_inten_ch_4":61.44528,"convex_hull_area_ratio_ch_1":1.11091,"convex_hull_perim_ratio_ch_1":0.91938,"diff_inten_density_ch_1":46.04312,"diff_inten_density_ch_3":19.21355,"diff_inten_density_ch_4":44.73717,"entropy_inten_ch_1":6.19413,"entropy_inten_ch_3":3.70449,"entropy_inten_ch_4":4.16983,"eq_circ_diam_ch_1":18.80603,"eq_ellipse_lwr_ch_1":1.41453,"eq_ellipse_oblate_vol_ch_1":419.65844,"eq_ellipse_prolate_vol_ch_1":296.6776,"eq_sphere_area_ch_1":1111.0771,"eq_sphere_vol_ch_1":3482.49183,"fiber_align_2_ch_3":1.02233,"fiber_align_2_ch_4":1.399,"fiber_length_ch_1":24.40952,"fiber_width_ch_1":11.90558,"inten_cooc_asm_ch_3":0.19163,"inten_cooc_asm_ch_4":0.24874,"inten_cooc_contrast_ch_3":5.07107,"inten_cooc_contrast_ch_4":2.02946,"inten_cooc_entropy_ch_3":4.47959,"inten_cooc_entropy_ch_4":3.91525,"inten_cooc_max_ch_3":0.43621,"inten_cooc_max_ch_4":0.4959,"kurt_inten_ch_1":-0.51499,"kurt_inten_ch_3":1.75399,"kurt_inten_ch_4":0.41221,"length_ch_1":24.6342,"neighbor_avg_dist_ch_1":194.1008,"neighbor_min_dist_ch_1":25.65659,"neighbor_var_dist_ch_1":103.16493,"perim_ch_1":72.6302,"shape_bfr_ch_1":0.61375,"shape_lwr_ch_1":1.34086,"shape_p_2_a_ch_1":1.44448,"skew_inten_ch_1":0.37442,"skew_inten_ch_3":1.595,"skew_inten_ch_4":1.2294,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":10822,"total_inten_ch_2":73654,"total_inten_ch_3":3674,"total_inten_ch_4":16283,"var_inten_ch_1":24.17936,"var_inten_ch_3":20.52436,"var_inten_ch_4":84.67401,"width_ch_1":18.37198}
{"case":"Test","class":"WS","angle_ch_1":105.08247,"area_ch_1":192,"avg_inten_ch_1":414.8587,"avg_inten_ch_2":552.67935,"avg_inten_ch_3":88.73913,"avg_inten_ch_4":463.50543,"convex_hull_area_ratio_ch_1":1.02625,"convex_hull_perim_ratio_ch_1":0.97064,"diff_inten_density_ch_1":140.33136,"diff_inten_density_ch_3":55.33136,"diff_inten_density_ch_4":249.24852,"entropy_inten_ch_1":7.25038,"entropy_inten_ch_3":6.12109,"entropy_inten_ch_4":7.12261,"eq_circ_diam_ch_1":15.67051,"eq_ellipse_lwr_ch_1":1.14049,"eq_ellipse_oblate_vol_ch_1":218.01888,"eq_ellipse_prolate_vol_ch_1":191.1624,"eq_sphere_area_ch_1":771.46485,"eq_sphere_vol_ch_1":2014.87464,"fiber_align_2_ch_3":1.293,"fiber_align_2_ch_4":1.32882,"fiber_length_ch_1":13.40801,"fiber_width_ch_1":13.40801,"inten_cooc_asm_ch_3":0.03017,"inten_cooc_asm_ch_4":0.01052,"inten_cooc_contrast_ch_3":8.14538,"inten_cooc_contrast_ch_4":7.07567,"inten_cooc_entropy_ch_3":6.42561,"inten_cooc_entropy_ch_4":6.867,"inten_cooc_max_ch_3":0.15294,"inten_cooc_max_ch_4":0.04167,"kurt_inten_ch_1":-0.81759,"kurt_inten_ch_3":-1.00161,"kurt_inten_ch_4":-1.18175,"length_ch_1":17.41509,"neighbor_avg_dist_ch_1":253.16801,"neighbor_min_dist_ch_1":27.02935,"neighbor_var_dist_ch_1":112.12344,"perim_ch_1":53.63203,"shape_bfr_ch_1":0.72627,"shape_lwr_ch_1":1.14207,"shape_p_2_a_ch_1":1.14631,"skew_inten_ch_1":-0.14877,"skew_inten_ch_3":0.32107,"skew_inten_ch_4":0.22487,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":76334,"total_inten_ch_2":101510,"total_inten_ch_3":16328,"total_inten_ch_4":85285,"var_inten_ch_1":162.90926,"var_inten_ch_3":70.3644,"var_inten_ch_4":330.30182,"width_ch_1":15.24868}
{"case":"Train","class":"PS","angle_ch_1":96.12642,"area_ch_1":236,"avg_inten_ch_1":24.46903,"avg_inten_ch_2":110.69912,"avg_inten_ch_3":39.90708,"avg_inten_ch_4":97.89823,"convex_hull_area_ratio_ch_1":1.16474,"convex_hull_perim_ratio_ch_1":0.84143,"diff_inten_density_ch_1":41.21287,"diff_inten_density_ch_3":38.70297,"diff_inten_density_ch_4":74.36634,"entropy_inten_ch_1":5.59696,"entropy_inten_ch_3":5.51146,"entropy_inten_ch_4":6.29593,"eq_circ_diam_ch_1":17.36715,"eq_ellipse_lwr_ch_1":2.46651,"eq_ellipse_oblate_vol_ch_1":436.44075,"eq_ellipse_prolate_vol_ch_1":176.94697,"eq_sphere_area_ch_1":947.56009,"eq_sphere_vol_ch_1":2742.73567,"fiber_align_2_ch_3":1.00529,"fiber_align_2_ch_4":1.46475,"fiber_length_ch_1":34.1136,"fiber_width_ch_1":7.32055,"inten_cooc_asm_ch_3":0.03522,"inten_cooc_asm_ch_4":0.01547,"inten_cooc_contrast_ch_3":11.42005,"inten_cooc_contrast_ch_4":13.67698,"inten_cooc_entropy_ch_3":6.4487,"inten_cooc_entropy_ch_4":6.93951,"inten_cooc_max_ch_3":0.17073,"inten_cooc_max_ch_4":0.1005,"kurt_inten_ch_1":2.23306,"kurt_inten_ch_3":4.49431,"kurt_inten_ch_4":-0.87267,"length_ch_1":27.81278,"neighbor_avg_dist_ch_1":150.25827,"neighbor_min_dist_ch_1":18.82251,"neighbor_var_dist_ch_1":75.72122,"perim_ch_1":82.8683,"shape_bfr_ch_1":0.6453,"shape_lwr_ch_1":2.1072,"shape_p_2_a_ch_1":2.18823,"skew_inten_ch_1":1.15424,"skew_inten_ch_3":1.48614,"skew_inten_ch_4":0.20265,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5530,"total_inten_ch_2":24793,"total_inten_ch_3":9019,"total_inten_ch_4":22125,"var_inten_ch_1":19.82783,"var_inten_ch_3":38.28936,"var_inten_ch_4":72.7937,"width_ch_1":13.19892}
{"case":"Test","class":"PS","angle_ch_1":72.89666,"area_ch_1":418,"avg_inten_ch_1":76.96491,"avg_inten_ch_2":233.18546,"avg_inten_ch_3":21.03258,"avg_inten_ch_4":91.35338,"convex_hull_area_ratio_ch_1":1.02993,"convex_hull_perim_ratio_ch_1":0.96095,"diff_inten_density_ch_1":52.48,"diff_inten_density_ch_3":20.976,"diff_inten_density_ch_4":55.01333,"entropy_inten_ch_1":6.8392,"entropy_inten_ch_3":4.38308,"entropy_inten_ch_4":6.95067,"eq_circ_diam_ch_1":23.07601,"eq_ellipse_lwr_ch_1":1.6233,"eq_ellipse_oblate_vol_ch_1":830.5774,"eq_ellipse_prolate_vol_ch_1":511.66025,"eq_sphere_area_ch_1":1672.90476,"eq_sphere_vol_ch_1":6433.99382,"fiber_align_2_ch_3":1.7439,"fiber_align_2_ch_4":1.57999,"fiber_length_ch_1":26.36024,"fiber_width_ch_1":16.27338,"inten_cooc_asm_ch_3":0.14631,"inten_cooc_asm_ch_4":0.0148,"inten_cooc_contrast_ch_3":5.74848,"inten_cooc_contrast_ch_4":7.44068,"inten_cooc_entropy_ch_3":4.96681,"inten_cooc_entropy_ch_4":7.02048,"inten_cooc_max_ch_3":0.37533,"inten_cooc_max_ch_4":0.09485,"kurt_inten_ch_1":-0.52144,"kurt_inten_ch_3":2.1793,"kurt_inten_ch_4":-1.06202,"length_ch_1":30.93685,"neighbor_avg_dist_ch_1":169.07564,"neighbor_min_dist_ch_1":26.63873,"neighbor_var_dist_ch_1":77.5391,"perim_ch_1":85.26723,"shape_bfr_ch_1":0.65547,"shape_lwr_ch_1":1.5,"shape_p_2_a_ch_1":1.34873,"skew_inten_ch_1":-0.0273,"skew_inten_ch_3":1.66016,"skew_inten_ch_4":0.32152,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":30709,"total_inten_ch_2":92643,"total_inten_ch_3":8392,"total_inten_ch_4":36450,"var_inten_ch_1":35.58517,"var_inten_ch_3":30.57128,"var_inten_ch_4":71.31692,"width_ch_1":20.62457}
{"case":"Test","class":"PS","angle_ch_1":15.5754,"area_ch_1":167,"avg_inten_ch_1":40.3,"avg_inten_ch_2":299.83125,"avg_inten_ch_3":71.1625,"avg_inten_ch_4":152.0875,"convex_hull_area_ratio_ch_1":1.0506,"convex_hull_perim_ratio_ch_1":0.95734,"diff_inten_density_ch_1":49.02768,"diff_inten_density_ch_3":54.52249,"diff_inten_density_ch_4":87.51211,"entropy_inten_ch_1":6.1396,"entropy_inten_ch_3":6.36874,"entropy_inten_ch_4":6.31418,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":1.5748,"eq_ellipse_oblate_vol_ch_1":207.73736,"eq_ellipse_prolate_vol_ch_1":131.91325,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.04414,"fiber_align_2_ch_4":1.71101,"fiber_length_ch_1":15.78284,"fiber_width_ch_1":11.15739,"inten_cooc_asm_ch_3":0.00914,"inten_cooc_asm_ch_4":0.012,"inten_cooc_contrast_ch_3":13.57435,"inten_cooc_contrast_ch_4":9.84112,"inten_cooc_entropy_ch_3":7.01545,"inten_cooc_entropy_ch_4":6.90758,"inten_cooc_max_ch_3":0.02721,"inten_cooc_max_ch_4":0.07483,"kurt_inten_ch_1":-0.7702,"kurt_inten_ch_3":-0.59442,"kurt_inten_ch_4":-1.06244,"length_ch_1":19.67613,"neighbor_avg_dist_ch_1":218.07522,"neighbor_min_dist_ch_1":22.36034,"neighbor_var_dist_ch_1":117.48813,"perim_ch_1":53.88045,"shape_bfr_ch_1":0.63212,"shape_lwr_ch_1":1.45923,"shape_p_2_a_ch_1":1.31191,"skew_inten_ch_1":0.36518,"skew_inten_ch_3":0.35176,"skew_inten_ch_4":0.05323,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6448,"total_inten_ch_2":47814,"total_inten_ch_3":11386,"total_inten_ch_4":24334,"var_inten_ch_1":26.09449,"var_inten_ch_3":49.97998,"var_inten_ch_4":100.07,"width_ch_1":13.48395}
{"case":"Test","class":"PS","angle_ch_1":128.95247,"area_ch_1":853,"avg_inten_ch_1":34.2715,"avg_inten_ch_2":309.49386,"avg_inten_ch_3":57.15233,"avg_inten_ch_4":136.35749,"convex_hull_area_ratio_ch_1":1.44744,"convex_hull_perim_ratio_ch_1":0.76335,"diff_inten_density_ch_1":41.6504,"diff_inten_density_ch_3":43.51451,"diff_inten_density_ch_4":96.24142,"entropy_inten_ch_1":6.23509,"entropy_inten_ch_3":5.60416,"entropy_inten_ch_4":5.53386,"eq_circ_diam_ch_1":32.95994,"eq_ellipse_lwr_ch_1":1.65045,"eq_ellipse_oblate_vol_ch_1":2440.39196,"eq_ellipse_prolate_vol_ch_1":1478.62052,"eq_sphere_area_ch_1":3412.89342,"eq_sphere_vol_ch_1":18748.12771,"fiber_align_2_ch_3":1.7109,"fiber_align_2_ch_4":1.3195,"fiber_length_ch_1":84.20571,"fiber_width_ch_1":10.50916,"inten_cooc_asm_ch_3":0.11889,"inten_cooc_asm_ch_4":0.15266,"inten_cooc_contrast_ch_3":4.45667,"inten_cooc_contrast_ch_4":2.86269,"inten_cooc_entropy_ch_3":5.35984,"inten_cooc_entropy_ch_4":4.85391,"inten_cooc_max_ch_3":0.33733,"inten_cooc_max_ch_4":0.38381,"kurt_inten_ch_1":0.31882,"kurt_inten_ch_3":1.73265,"kurt_inten_ch_4":5.62776,"length_ch_1":58.05072,"neighbor_avg_dist_ch_1":286.00874,"neighbor_min_dist_ch_1":20.47619,"neighbor_var_dist_ch_1":124.29397,"perim_ch_1":189.42973,"shape_bfr_ch_1":0.40794,"shape_lwr_ch_1":1.61121,"shape_p_2_a_ch_1":3.22682,"skew_inten_ch_1":0.76812,"skew_inten_ch_3":1.4453,"skew_inten_ch_4":2.05314,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":9,"total_inten_ch_1":27897,"total_inten_ch_2":251115,"total_inten_ch_3":46522,"total_inten_ch_4":110995,"var_inten_ch_1":26.07198,"var_inten_ch_3":70.87981,"var_inten_ch_4":194.85272,"width_ch_1":36.02918}
{"case":"Test","class":"PS","angle_ch_1":92.79163,"area_ch_1":169,"avg_inten_ch_1":39.38272,"avg_inten_ch_2":347.54321,"avg_inten_ch_3":51.04321,"avg_inten_ch_4":47.72222,"convex_hull_area_ratio_ch_1":1.11014,"convex_hull_perim_ratio_ch_1":0.86843,"diff_inten_density_ch_1":49.08421,"diff_inten_density_ch_3":59.28772,"diff_inten_density_ch_4":41.41404,"entropy_inten_ch_1":6.12724,"entropy_inten_ch_3":4.94886,"entropy_inten_ch_4":6.08554,"eq_circ_diam_ch_1":14.70387,"eq_ellipse_lwr_ch_1":1.87752,"eq_ellipse_oblate_vol_ch_1":231.093,"eq_ellipse_prolate_vol_ch_1":123.08393,"eq_sphere_area_ch_1":679.22449,"eq_sphere_vol_ch_1":1664.5384,"fiber_align_2_ch_3":1.06283,"fiber_align_2_ch_4":1.00816,"fiber_length_ch_1":24.93097,"fiber_width_ch_1":7.25251,"inten_cooc_asm_ch_3":0.06857,"inten_cooc_asm_ch_4":0.00896,"inten_cooc_contrast_ch_3":7.01582,"inten_cooc_contrast_ch_4":15.6345,"inten_cooc_entropy_ch_3":5.63031,"inten_cooc_entropy_ch_4":7.02417,"inten_cooc_max_ch_3":0.25362,"inten_cooc_max_ch_4":0.02536,"kurt_inten_ch_1":0.69926,"kurt_inten_ch_3":1.05585,"kurt_inten_ch_4":-0.03689,"length_ch_1":19.8282,"neighbor_avg_dist_ch_1":196.69234,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":90.36999,"perim_ch_1":64.36696,"shape_bfr_ch_1":0.75134,"shape_lwr_ch_1":1.7396,"shape_p_2_a_ch_1":1.82342,"skew_inten_ch_1":1.00103,"skew_inten_ch_3":1.18006,"skew_inten_ch_4":0.78839,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6380,"total_inten_ch_2":56141,"total_inten_ch_3":8269,"total_inten_ch_4":7731,"var_inten_ch_1":32.39535,"var_inten_ch_3":59.89583,"var_inten_ch_4":37.70111,"width_ch_1":11.39813}
{"case":"Test","class":"PS","angle_ch_1":66.66022,"area_ch_1":325,"avg_inten_ch_1":181.72347,"avg_inten_ch_2":442.69132,"avg_inten_ch_3":74.42122,"avg_inten_ch_4":128.66559,"convex_hull_area_ratio_ch_1":1.04375,"convex_hull_perim_ratio_ch_1":0.96543,"diff_inten_density_ch_1":87.93632,"diff_inten_density_ch_3":67.44406,"diff_inten_density_ch_4":109.78485,"entropy_inten_ch_1":7.41846,"entropy_inten_ch_3":4.18564,"entropy_inten_ch_4":3.68505,"eq_circ_diam_ch_1":20.37297,"eq_ellipse_lwr_ch_1":1.53638,"eq_ellipse_oblate_vol_ch_1":556.04732,"eq_ellipse_prolate_vol_ch_1":361.91994,"eq_sphere_area_ch_1":1303.94331,"eq_sphere_vol_ch_1":4427.53374,"fiber_align_2_ch_3":1.56112,"fiber_align_2_ch_4":1.68176,"fiber_length_ch_1":18.28929,"fiber_width_ch_1":18.28929,"inten_cooc_asm_ch_3":0.20681,"inten_cooc_asm_ch_4":0.32823,"inten_cooc_contrast_ch_3":2.94123,"inten_cooc_contrast_ch_4":1.27908,"inten_cooc_entropy_ch_3":4.22918,"inten_cooc_entropy_ch_4":3.2884,"inten_cooc_max_ch_3":0.45734,"inten_cooc_max_ch_4":0.57292,"kurt_inten_ch_1":-0.27177,"kurt_inten_ch_3":5.89065,"kurt_inten_ch_4":4.06095,"length_ch_1":26.08253,"neighbor_avg_dist_ch_1":272.17634,"neighbor_min_dist_ch_1":21.37777,"neighbor_var_dist_ch_1":143.07681,"perim_ch_1":73.15717,"shape_bfr_ch_1":0.69327,"shape_lwr_ch_1":1.44679,"shape_p_2_a_ch_1":1.26974,"skew_inten_ch_1":0.10261,"skew_inten_ch_3":2.37021,"skew_inten_ch_4":2.14192,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":56516,"total_inten_ch_2":137367,"total_inten_ch_3":23145,"total_inten_ch_4":40015,"var_inten_ch_1":83.39586,"var_inten_ch_3":130.65474,"var_inten_ch_4":237.85025,"width_ch_1":18.02785}
{"case":"Train","class":"PS","angle_ch_1":1.79899,"area_ch_1":150,"avg_inten_ch_1":133.29167,"avg_inten_ch_2":6.92361,"avg_inten_ch_3":276.1875,"avg_inten_ch_4":2.57639,"convex_hull_area_ratio_ch_1":1.25363,"convex_hull_perim_ratio_ch_1":0.91946,"diff_inten_density_ch_1":141.93061,"diff_inten_density_ch_3":294.69796,"diff_inten_density_ch_4":6.8449,"entropy_inten_ch_1":6.56719,"entropy_inten_ch_3":6.85388,"entropy_inten_ch_4":2.8757,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":4.90072,"eq_ellipse_oblate_vol_ch_1":312.89257,"eq_ellipse_prolate_vol_ch_1":63.84624,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.15603,"fiber_align_2_ch_4":1,"fiber_length_ch_1":32.17299,"fiber_width_ch_1":5.04171,"inten_cooc_asm_ch_3":0.00754,"inten_cooc_asm_ch_4":0.0441,"inten_cooc_contrast_ch_3":18.99769,"inten_cooc_contrast_ch_4":12.7131,"inten_cooc_entropy_ch_3":7.25213,"inten_cooc_entropy_ch_4":5.28343,"inten_cooc_max_ch_3":0.02632,"inten_cooc_max_ch_4":0.16794,"kurt_inten_ch_1":13.91543,"kurt_inten_ch_3":14.81504,"kurt_inten_ch_4":0.89632,"length_ch_1":30.76343,"neighbor_avg_dist_ch_1":230.60357,"neighbor_min_dist_ch_1":77.83646,"neighbor_var_dist_ch_1":93.20616,"perim_ch_1":74.4294,"shape_bfr_ch_1":0.60408,"shape_lwr_ch_1":3.78759,"shape_p_2_a_ch_1":2.71774,"skew_inten_ch_1":3.11978,"skew_inten_ch_3":3.27047,"skew_inten_ch_4":1.14158,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":19194,"total_inten_ch_2":854,"total_inten_ch_3":39771,"total_inten_ch_4":371,"var_inten_ch_1":124.66181,"var_inten_ch_3":287.41206,"var_inten_ch_4":2.92874,"width_ch_1":8.12216}
{"case":"Test","class":"PS","angle_ch_1":148.30277,"area_ch_1":290,"avg_inten_ch_1":77.70397,"avg_inten_ch_2":6.24549,"avg_inten_ch_3":125.80144,"avg_inten_ch_4":36.22022,"convex_hull_area_ratio_ch_1":1.02627,"convex_hull_perim_ratio_ch_1":0.97079,"diff_inten_density_ch_1":57.40698,"diff_inten_density_ch_3":78.48837,"diff_inten_density_ch_4":27.1938,"entropy_inten_ch_1":6.73142,"entropy_inten_ch_3":7.04504,"entropy_inten_ch_4":5.2523,"eq_circ_diam_ch_1":19.22711,"eq_ellipse_lwr_ch_1":1.35661,"eq_ellipse_oblate_vol_ch_1":439.20578,"eq_ellipse_prolate_vol_ch_1":323.75342,"eq_sphere_area_ch_1":1161.39002,"eq_sphere_vol_ch_1":3721.69646,"fiber_align_2_ch_3":1.72762,"fiber_align_2_ch_4":1.56588,"fiber_length_ch_1":16.90351,"fiber_width_ch_1":16.90351,"inten_cooc_asm_ch_3":0.01181,"inten_cooc_asm_ch_4":0.0798,"inten_cooc_contrast_ch_3":10.34814,"inten_cooc_contrast_ch_4":5.04874,"inten_cooc_entropy_ch_3":7.04434,"inten_cooc_entropy_ch_4":5.71508,"inten_cooc_max_ch_3":0.06538,"inten_cooc_max_ch_4":0.28077,"kurt_inten_ch_1":-0.07455,"kurt_inten_ch_3":-0.26476,"kurt_inten_ch_4":-0.11387,"length_ch_1":24.61991,"neighbor_avg_dist_ch_1":189.03491,"neighbor_min_dist_ch_1":38.3348,"neighbor_var_dist_ch_1":86.6116,"perim_ch_1":67.61405,"shape_bfr_ch_1":0.65855,"shape_lwr_ch_1":1.37481,"shape_p_2_a_ch_1":1.21567,"skew_inten_ch_1":0.31086,"skew_inten_ch_3":0.64641,"skew_inten_ch_4":0.98264,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":21524,"total_inten_ch_2":1454,"total_inten_ch_3":34847,"total_inten_ch_4":10033,"var_inten_ch_1":38.99568,"var_inten_ch_3":94.14598,"var_inten_ch_4":39.97849,"width_ch_1":17.90788}
{"case":"Train","class":"WS","angle_ch_1":84.30316,"area_ch_1":249,"avg_inten_ch_1":250.71008,"avg_inten_ch_2":201.70588,"avg_inten_ch_3":35.18487,"avg_inten_ch_4":22.70168,"convex_hull_area_ratio_ch_1":1.07614,"convex_hull_perim_ratio_ch_1":0.95106,"diff_inten_density_ch_1":136.48624,"diff_inten_density_ch_3":20.76147,"diff_inten_density_ch_4":22.61009,"entropy_inten_ch_1":7.36371,"entropy_inten_ch_3":2.74611,"entropy_inten_ch_4":5.23854,"eq_circ_diam_ch_1":17.82226,"eq_ellipse_lwr_ch_1":2.2693,"eq_ellipse_oblate_vol_ch_1":452.41112,"eq_ellipse_prolate_vol_ch_1":199.36123,"eq_sphere_area_ch_1":997.87302,"eq_sphere_vol_ch_1":2964.05823,"fiber_align_2_ch_3":1.07847,"fiber_align_2_ch_4":1.68599,"fiber_length_ch_1":25.53383,"fiber_width_ch_1":10.10878,"inten_cooc_asm_ch_3":0.471,"inten_cooc_asm_ch_4":0.03308,"inten_cooc_contrast_ch_3":0.57084,"inten_cooc_contrast_ch_4":14.32202,"inten_cooc_entropy_ch_3":2.46174,"inten_cooc_entropy_ch_4":6.56666,"inten_cooc_max_ch_3":0.68868,"inten_cooc_max_ch_4":0.17411,"kurt_inten_ch_1":21.03416,"kurt_inten_ch_3":2.7192,"kurt_inten_ch_4":1.59566,"length_ch_1":26.89409,"neighbor_avg_dist_ch_1":244.03659,"neighbor_min_dist_ch_1":24.59275,"neighbor_var_dist_ch_1":121.38731,"perim_ch_1":71.28521,"shape_bfr_ch_1":0.72272,"shape_lwr_ch_1":2.0954,"shape_p_2_a_ch_1":1.56665,"skew_inten_ch_1":4.10431,"skew_inten_ch_3":1.81518,"skew_inten_ch_4":1.39554,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":59669,"total_inten_ch_2":47769,"total_inten_ch_3":8374,"total_inten_ch_4":5403,"var_inten_ch_1":215.43188,"var_inten_ch_3":63.0116,"var_inten_ch_4":24.93856,"width_ch_1":12.83481}
{"case":"Test","class":"WS","angle_ch_1":140.27753,"area_ch_1":187,"avg_inten_ch_1":71.2514,"avg_inten_ch_2":323.57542,"avg_inten_ch_3":42.22346,"avg_inten_ch_4":194.98883,"convex_hull_area_ratio_ch_1":1.04394,"convex_hull_perim_ratio_ch_1":0.95911,"diff_inten_density_ch_1":61.68712,"diff_inten_density_ch_3":40.49693,"diff_inten_density_ch_4":122.43558,"entropy_inten_ch_1":6.5745,"entropy_inten_ch_3":3.37579,"entropy_inten_ch_4":6.37345,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":1.05692,"eq_ellipse_oblate_vol_ch_1":201.38304,"eq_ellipse_prolate_vol_ch_1":190.53699,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.45771,"fiber_align_2_ch_4":1.45149,"fiber_length_ch_1":13.57613,"fiber_width_ch_1":13.57613,"inten_cooc_asm_ch_3":0.30407,"inten_cooc_asm_ch_4":0.02917,"inten_cooc_contrast_ch_3":1.56647,"inten_cooc_contrast_ch_4":9.40443,"inten_cooc_entropy_ch_3":3.42312,"inten_cooc_entropy_ch_4":6.49024,"inten_cooc_max_ch_3":0.54878,"inten_cooc_max_ch_4":0.15854,"kurt_inten_ch_1":0.1375,"kurt_inten_ch_3":2.29707,"kurt_inten_ch_4":-0.41646,"length_ch_1":17.30097,"neighbor_avg_dist_ch_1":193.20481,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":94.59943,"perim_ch_1":54.30453,"shape_bfr_ch_1":0.68382,"shape_lwr_ch_1":1.09091,"shape_p_2_a_ch_1":1.19245,"skew_inten_ch_1":1.03163,"skew_inten_ch_3":1.78464,"skew_inten_ch_4":0.51614,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":12754,"total_inten_ch_2":57742,"total_inten_ch_3":7558,"total_inten_ch_4":34903,"var_inten_ch_1":56.60831,"var_inten_ch_3":71.9308,"var_inten_ch_4":160.47569,"width_ch_1":15.85922}
{"case":"Test","class":"WS","angle_ch_1":85.29847,"area_ch_1":199,"avg_inten_ch_1":69.60526,"avg_inten_ch_2":261.49474,"avg_inten_ch_3":56.3,"avg_inten_ch_4":200.14737,"convex_hull_area_ratio_ch_1":1.03657,"convex_hull_perim_ratio_ch_1":0.97165,"diff_inten_density_ch_1":50.94798,"diff_inten_density_ch_3":45.54335,"diff_inten_density_ch_4":116.11561,"entropy_inten_ch_1":6.41805,"entropy_inten_ch_3":6.09112,"entropy_inten_ch_4":7.11789,"eq_circ_diam_ch_1":15.92396,"eq_ellipse_lwr_ch_1":1.55174,"eq_ellipse_oblate_vol_ch_1":266.84612,"eq_ellipse_prolate_vol_ch_1":171.96617,"eq_sphere_area_ch_1":796.62132,"eq_sphere_vol_ch_1":2114.2274,"fiber_align_2_ch_3":1.25175,"fiber_align_2_ch_4":1.64773,"fiber_length_ch_1":17.87332,"fiber_width_ch_1":11.62642,"inten_cooc_asm_ch_3":0.02103,"inten_cooc_asm_ch_4":0.00809,"inten_cooc_contrast_ch_3":12.26878,"inten_cooc_contrast_ch_4":10.7881,"inten_cooc_entropy_ch_3":6.7407,"inten_cooc_entropy_ch_4":7.20558,"inten_cooc_max_ch_3":0.12353,"inten_cooc_max_ch_4":0.02841,"kurt_inten_ch_1":-0.85154,"kurt_inten_ch_3":-0.63305,"kurt_inten_ch_4":-0.56052,"length_ch_1":20.57513,"neighbor_avg_dist_ch_1":204.15019,"neighbor_min_dist_ch_1":14.47885,"neighbor_var_dist_ch_1":106.23478,"perim_ch_1":58.9995,"shape_bfr_ch_1":0.68223,"shape_lwr_ch_1":1.4502,"shape_p_2_a_ch_1":1.33301,"skew_inten_ch_1":-0.02314,"skew_inten_ch_3":0.48238,"skew_inten_ch_4":0.38333,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":13225,"total_inten_ch_2":49495,"total_inten_ch_3":10697,"total_inten_ch_4":38028,"var_inten_ch_1":34.37758,"var_inten_ch_3":44.62274,"var_inten_ch_4":124.50068,"width_ch_1":14.18782}
{"case":"Test","class":"WS","angle_ch_1":103.1352,"area_ch_1":580,"avg_inten_ch_1":115.787,"avg_inten_ch_2":276.09928,"avg_inten_ch_3":136.96029,"avg_inten_ch_4":72.6787,"convex_hull_area_ratio_ch_1":1.2901,"convex_hull_perim_ratio_ch_1":0.85328,"diff_inten_density_ch_1":72.7168,"diff_inten_density_ch_3":75.11914,"diff_inten_density_ch_4":59.01953,"entropy_inten_ch_1":7.43824,"entropy_inten_ch_3":3.52534,"entropy_inten_ch_4":5.10714,"eq_circ_diam_ch_1":27.19125,"eq_ellipse_lwr_ch_1":3.12534,"eq_ellipse_oblate_vol_ch_1":1885.53649,"eq_ellipse_prolate_vol_ch_1":603.30574,"eq_sphere_area_ch_1":2322.78005,"eq_sphere_vol_ch_1":10526.54722,"fiber_align_2_ch_3":1.04069,"fiber_align_2_ch_4":1.55135,"fiber_length_ch_1":60.32269,"fiber_width_ch_1":10.04785,"inten_cooc_asm_ch_3":0.35766,"inten_cooc_asm_ch_4":0.13963,"inten_cooc_contrast_ch_3":0.65188,"inten_cooc_contrast_ch_4":4.4657,"inten_cooc_entropy_ch_3":2.99734,"inten_cooc_entropy_ch_4":4.92852,"inten_cooc_max_ch_3":0.59846,"inten_cooc_max_ch_4":0.38417,"kurt_inten_ch_1":1.82132,"kurt_inten_ch_3":1.69585,"kurt_inten_ch_4":4.69917,"length_ch_1":50.81531,"neighbor_avg_dist_ch_1":230.52291,"neighbor_min_dist_ch_1":31.7876,"neighbor_var_dist_ch_1":112.92723,"perim_ch_1":140.74109,"shape_bfr_ch_1":0.5646,"shape_lwr_ch_1":2.51062,"shape_p_2_a_ch_1":2.60061,"skew_inten_ch_1":1.65223,"skew_inten_ch_3":1.7445,"skew_inten_ch_4":2.16902,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":64146,"total_inten_ch_2":152406,"total_inten_ch_3":75876,"total_inten_ch_4":40264,"var_inten_ch_1":112.30641,"var_inten_ch_3":255.62026,"var_inten_ch_4":115.14294,"width_ch_1":20.24015}
{"case":"Test","class":"PS","angle_ch_1":101.74297,"area_ch_1":458,"avg_inten_ch_1":75.31808,"avg_inten_ch_2":207.32037,"avg_inten_ch_3":137.43478,"avg_inten_ch_4":160.08238,"convex_hull_area_ratio_ch_1":1.27753,"convex_hull_perim_ratio_ch_1":0.85189,"diff_inten_density_ch_1":52.66501,"diff_inten_density_ch_3":90.98015,"diff_inten_density_ch_4":94.10918,"entropy_inten_ch_1":7.11592,"entropy_inten_ch_3":7.26045,"entropy_inten_ch_4":6.8049,"eq_circ_diam_ch_1":24.14988,"eq_ellipse_lwr_ch_1":1.93024,"eq_ellipse_oblate_vol_ch_1":1038.12383,"eq_ellipse_prolate_vol_ch_1":537.82161,"eq_sphere_area_ch_1":1832.22902,"eq_sphere_vol_ch_1":7374.6846,"fiber_align_2_ch_3":1.4409,"fiber_align_2_ch_4":1.66755,"fiber_length_ch_1":48.0776,"fiber_width_ch_1":9.89809,"inten_cooc_asm_ch_3":0.01288,"inten_cooc_asm_ch_4":0.03379,"inten_cooc_contrast_ch_3":8.67322,"inten_cooc_contrast_ch_4":5.45548,"inten_cooc_entropy_ch_3":7.13476,"inten_cooc_entropy_ch_4":6.36612,"inten_cooc_max_ch_3":0.08313,"inten_cooc_max_ch_4":0.17115,"kurt_inten_ch_1":-0.04307,"kurt_inten_ch_3":0.19579,"kurt_inten_ch_4":0.14742,"length_ch_1":39.13234,"neighbor_avg_dist_ch_1":258.93521,"neighbor_min_dist_ch_1":37.77011,"neighbor_var_dist_ch_1":122.84819,"perim_ch_1":115.95138,"shape_bfr_ch_1":0.51913,"shape_lwr_ch_1":1.73551,"shape_p_2_a_ch_1":2.24825,"skew_inten_ch_1":0.73597,"skew_inten_ch_3":0.90087,"skew_inten_ch_4":0.96679,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":11,"total_inten_ch_1":32914,"total_inten_ch_2":90163,"total_inten_ch_3":60059,"total_inten_ch_4":69956,"var_inten_ch_1":50.11764,"var_inten_ch_3":119.23722,"var_inten_ch_4":157.55585,"width_ch_1":22.54804}
{"case":"Train","class":"WS","angle_ch_1":120.75,"area_ch_1":499,"avg_inten_ch_1":947.12579,"avg_inten_ch_2":486.8805,"avg_inten_ch_3":53.21384,"avg_inten_ch_4":282.68344,"convex_hull_area_ratio_ch_1":1.2842,"convex_hull_perim_ratio_ch_1":0.88095,"diff_inten_density_ch_1":292.40883,"diff_inten_density_ch_3":34.45187,"diff_inten_density_ch_4":193.04077,"entropy_inten_ch_1":8.6719,"entropy_inten_ch_3":5.82635,"entropy_inten_ch_4":7.14549,"eq_circ_diam_ch_1":25.23094,"eq_ellipse_lwr_ch_1":3.30729,"eq_ellipse_oblate_vol_ch_1":1549.65693,"eq_ellipse_prolate_vol_ch_1":468.55726,"eq_sphere_area_ch_1":1999.93878,"eq_sphere_vol_ch_1":8410.05555,"fiber_align_2_ch_3":1.21239,"fiber_align_2_ch_4":1.36309,"fiber_length_ch_1":51.25537,"fiber_width_ch_1":10.12799,"inten_cooc_asm_ch_3":0.07225,"inten_cooc_asm_ch_4":0.04138,"inten_cooc_contrast_ch_3":3.84834,"inten_cooc_contrast_ch_4":6.58938,"inten_cooc_entropy_ch_3":5.77891,"inten_cooc_entropy_ch_4":6.40052,"inten_cooc_max_ch_3":0.26196,"inten_cooc_max_ch_4":0.19134,"kurt_inten_ch_1":-1.02324,"kurt_inten_ch_3":0.34071,"kurt_inten_ch_4":1.7583,"length_ch_1":45.47474,"neighbor_avg_dist_ch_1":238.99415,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":107.07207,"perim_ch_1":122.76673,"shape_bfr_ch_1":0.62204,"shape_lwr_ch_1":2.57278,"shape_p_2_a_ch_1":2.31039,"skew_inten_ch_1":-0.00383,"skew_inten_ch_3":0.97248,"skew_inten_ch_4":1.43075,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":451779,"total_inten_ch_2":231766,"total_inten_ch_3":25383,"total_inten_ch_4":134840,"var_inten_ch_1":493.53202,"var_inten_ch_3":55.35167,"var_inten_ch_4":298.64402,"width_ch_1":17.67535}
{"case":"Train","class":"PS","angle_ch_1":85.32732,"area_ch_1":330,"avg_inten_ch_1":81.1873,"avg_inten_ch_2":212.3619,"avg_inten_ch_3":121.68254,"avg_inten_ch_4":278.27619,"convex_hull_area_ratio_ch_1":1.10842,"convex_hull_perim_ratio_ch_1":0.92553,"diff_inten_density_ch_1":63.86411,"diff_inten_density_ch_3":87.49477,"diff_inten_density_ch_4":193.29268,"entropy_inten_ch_1":6.86814,"entropy_inten_ch_3":5.78451,"entropy_inten_ch_4":6.42711,"eq_circ_diam_ch_1":20.50357,"eq_ellipse_lwr_ch_1":2.51687,"eq_ellipse_oblate_vol_ch_1":725.46776,"eq_ellipse_prolate_vol_ch_1":288.24159,"eq_sphere_area_ch_1":1320.71429,"eq_sphere_vol_ch_1":4513.22647,"fiber_align_2_ch_3":1.52416,"fiber_align_2_ch_4":1.17886,"fiber_length_ch_1":39.33915,"fiber_width_ch_1":8.78614,"inten_cooc_asm_ch_3":0.09222,"inten_cooc_asm_ch_4":0.04092,"inten_cooc_contrast_ch_3":3.66797,"inten_cooc_contrast_ch_4":7.21834,"inten_cooc_entropy_ch_3":5.48122,"inten_cooc_entropy_ch_4":6.29385,"inten_cooc_max_ch_3":0.2973,"inten_cooc_max_ch_4":0.18919,"kurt_inten_ch_1":0.44122,"kurt_inten_ch_3":0.56401,"kurt_inten_ch_4":-0.90862,"length_ch_1":37.92185,"neighbor_avg_dist_ch_1":359.63853,"neighbor_min_dist_ch_1":16.02515,"neighbor_var_dist_ch_1":128.84924,"perim_ch_1":96.25058,"shape_bfr_ch_1":0.53393,"shape_lwr_ch_1":2.3255,"shape_p_2_a_ch_1":2.1329,"skew_inten_ch_1":0.77398,"skew_inten_ch_3":1.22286,"skew_inten_ch_4":0.59049,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":25574,"total_inten_ch_2":66580,"total_inten_ch_3":38330,"total_inten_ch_4":87657,"var_inten_ch_1":46.50345,"var_inten_ch_3":144.45772,"var_inten_ch_4":265.67379,"width_ch_1":16.30694}
{"case":"Test","class":"WS","angle_ch_1":55.22502,"area_ch_1":1359,"avg_inten_ch_1":41.19507,"avg_inten_ch_2":148.63146,"avg_inten_ch_3":91.96993,"avg_inten_ch_4":120.18658,"convex_hull_area_ratio_ch_1":1.50808,"convex_hull_perim_ratio_ch_1":0.80362,"diff_inten_density_ch_1":43.72107,"diff_inten_density_ch_3":79.25254,"diff_inten_density_ch_4":74.63703,"entropy_inten_ch_1":6.12549,"entropy_inten_ch_3":6.5035,"entropy_inten_ch_4":6.39128,"eq_circ_diam_ch_1":41.60487,"eq_ellipse_lwr_ch_1":2.35432,"eq_ellipse_oblate_vol_ch_1":5862.2535,"eq_ellipse_prolate_vol_ch_1":2489.99477,"eq_sphere_area_ch_1":5437.98866,"eq_sphere_vol_ch_1":37707.80564,"fiber_align_2_ch_3":1.02229,"fiber_align_2_ch_4":1.46215,"fiber_length_ch_1":98.40841,"fiber_width_ch_1":14.17167,"inten_cooc_asm_ch_3":0.07032,"inten_cooc_asm_ch_4":0.0832,"inten_cooc_contrast_ch_3":6.12644,"inten_cooc_contrast_ch_4":4.14052,"inten_cooc_entropy_ch_3":6.06214,"inten_cooc_entropy_ch_4":5.71508,"inten_cooc_max_ch_3":0.25547,"inten_cooc_max_ch_4":0.28293,"kurt_inten_ch_1":3.68603,"kurt_inten_ch_3":2.75341,"kurt_inten_ch_4":-0.05983,"length_ch_1":69.21313,"neighbor_avg_dist_ch_1":259.21149,"neighbor_min_dist_ch_1":41.46113,"neighbor_var_dist_ch_1":118.18887,"perim_ch_1":225.16016,"shape_bfr_ch_1":0.50993,"shape_lwr_ch_1":1.79684,"shape_p_2_a_ch_1":2.89279,"skew_inten_ch_1":1.72963,"skew_inten_ch_3":1.65999,"skew_inten_ch_4":0.87702,"spot_fiber_count_ch_3":8,"spot_fiber_count_ch_4":21,"total_inten_ch_1":53430,"total_inten_ch_2":191479,"total_inten_ch_3":119285,"total_inten_ch_4":155882,"var_inten_ch_1":46.91499,"var_inten_ch_3":113.91395,"var_inten_ch_4":129.11322,"width_ch_1":38.51938}
{"case":"Train","class":"PS","angle_ch_1":126.70031,"area_ch_1":323,"avg_inten_ch_1":15.53398,"avg_inten_ch_2":19.99353,"avg_inten_ch_3":11.26537,"avg_inten_ch_4":10.60194,"convex_hull_area_ratio_ch_1":1.15443,"convex_hull_perim_ratio_ch_1":0.72481,"diff_inten_density_ch_1":30.77658,"diff_inten_density_ch_3":20.10991,"diff_inten_density_ch_4":19.1982,"entropy_inten_ch_1":4.9344,"entropy_inten_ch_3":4.51309,"entropy_inten_ch_4":4.62771,"eq_circ_diam_ch_1":20.30736,"eq_ellipse_lwr_ch_1":1.55056,"eq_ellipse_oblate_vol_ch_1":553.22713,"eq_ellipse_prolate_vol_ch_1":356.79197,"eq_sphere_area_ch_1":1295.55782,"eq_sphere_vol_ch_1":4384.89315,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":43.68728,"fiber_width_ch_1":7.84569,"inten_cooc_asm_ch_3":0.02089,"inten_cooc_asm_ch_4":0.00787,"inten_cooc_contrast_ch_3":36.35199,"inten_cooc_contrast_ch_4":50.97082,"inten_cooc_entropy_ch_3":6.8707,"inten_cooc_entropy_ch_4":7.47237,"inten_cooc_max_ch_3":0.12681,"inten_cooc_max_ch_4":0.04659,"kurt_inten_ch_1":1.17247,"kurt_inten_ch_3":0.54735,"kurt_inten_ch_4":-0.06262,"length_ch_1":27.4307,"neighbor_avg_dist_ch_1":224.53728,"neighbor_min_dist_ch_1":42.38621,"neighbor_var_dist_ch_1":107.2575,"perim_ch_1":103.06593,"shape_bfr_ch_1":0.58822,"shape_lwr_ch_1":1.36653,"shape_p_2_a_ch_1":2.46622,"skew_inten_ch_1":1.03998,"skew_inten_ch_3":0.95557,"skew_inten_ch_4":0.6965,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":10,"total_inten_ch_1":4800,"total_inten_ch_2":5870,"total_inten_ch_3":3481,"total_inten_ch_4":3276,"var_inten_ch_1":14.15482,"var_inten_ch_3":11.40065,"var_inten_ch_4":8.88583,"width_ch_1":20.07325}
{"case":"Train","class":"WS","angle_ch_1":86.66448,"area_ch_1":310,"avg_inten_ch_1":48.96622,"avg_inten_ch_2":246.89189,"avg_inten_ch_3":2.29392,"avg_inten_ch_4":6.26689,"convex_hull_area_ratio_ch_1":1.05306,"convex_hull_perim_ratio_ch_1":0.95082,"diff_inten_density_ch_1":40.29583,"diff_inten_density_ch_3":4.88748,"diff_inten_density_ch_4":6.92015,"entropy_inten_ch_1":6.4043,"entropy_inten_ch_3":1.62985,"entropy_inten_ch_4":1.6949,"eq_circ_diam_ch_1":19.87559,"eq_ellipse_lwr_ch_1":1.14698,"eq_ellipse_oblate_vol_ch_1":446.10438,"eq_ellipse_prolate_vol_ch_1":388.93922,"eq_sphere_area_ch_1":1241.05215,"eq_sphere_vol_ch_1":4111.10778,"fiber_align_2_ch_3":1.45631,"fiber_align_2_ch_4":1.43125,"fiber_length_ch_1":17.73347,"fiber_width_ch_1":17.73347,"inten_cooc_asm_ch_3":0.55814,"inten_cooc_asm_ch_4":0.6351,"inten_cooc_contrast_ch_3":0.69413,"inten_cooc_contrast_ch_4":0.3274,"inten_cooc_entropy_ch_3":1.87582,"inten_cooc_entropy_ch_4":1.54431,"inten_cooc_max_ch_3":0.7482,"inten_cooc_max_ch_4":0.79856,"kurt_inten_ch_1":-0.33705,"kurt_inten_ch_3":10.13093,"kurt_inten_ch_4":7.96802,"length_ch_1":22.72393,"neighbor_avg_dist_ch_1":303.42999,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":131.02883,"perim_ch_1":70.9339,"shape_bfr_ch_1":0.71887,"shape_lwr_ch_1":1.19643,"shape_p_2_a_ch_1":1.24733,"skew_inten_ch_1":0.4421,"skew_inten_ch_3":3.13941,"skew_inten_ch_4":2.88074,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":14494,"total_inten_ch_2":72785,"total_inten_ch_3":679,"total_inten_ch_4":1855,"var_inten_ch_1":27.81318,"var_inten_ch_3":6.0049,"var_inten_ch_4":15.87343,"width_ch_1":18.99304}
{"case":"Test","class":"PS","angle_ch_1":117.19247,"area_ch_1":251,"avg_inten_ch_1":48.75833,"avg_inten_ch_2":28.69167,"avg_inten_ch_3":122.17083,"avg_inten_ch_4":82.67083,"convex_hull_area_ratio_ch_1":1.55854,"convex_hull_perim_ratio_ch_1":0.76926,"diff_inten_density_ch_1":56.5534,"diff_inten_density_ch_3":120.20388,"diff_inten_density_ch_4":73.67961,"entropy_inten_ch_1":6.44347,"entropy_inten_ch_3":7.03786,"entropy_inten_ch_4":4.03708,"eq_circ_diam_ch_1":17.89698,"eq_ellipse_lwr_ch_1":2.77416,"eq_ellipse_oblate_vol_ch_1":506.52875,"eq_ellipse_prolate_vol_ch_1":182.58821,"eq_sphere_area_ch_1":1006.2585,"eq_sphere_vol_ch_1":3001.49869,"fiber_align_2_ch_3":1.50833,"fiber_align_2_ch_4":1.77659,"fiber_length_ch_1":50.466,"fiber_width_ch_1":5.41062,"inten_cooc_asm_ch_3":0.00632,"inten_cooc_asm_ch_4":0.22577,"inten_cooc_contrast_ch_3":21.58901,"inten_cooc_contrast_ch_4":2.85575,"inten_cooc_entropy_ch_3":7.50118,"inten_cooc_entropy_ch_4":4.06451,"inten_cooc_max_ch_3":0.01435,"inten_cooc_max_ch_4":0.47847,"kurt_inten_ch_1":1.22189,"kurt_inten_ch_3":0.5277,"kurt_inten_ch_4":-0.16665,"length_ch_1":35.691,"neighbor_avg_dist_ch_1":232.83422,"neighbor_min_dist_ch_1":35.22857,"neighbor_var_dist_ch_1":117.25541,"perim_ch_1":111.75324,"shape_bfr_ch_1":0.40444,"shape_lwr_ch_1":2.04794,"shape_p_2_a_ch_1":3.63967,"skew_inten_ch_1":0.85972,"skew_inten_ch_3":0.73347,"skew_inten_ch_4":1.10919,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":11702,"total_inten_ch_2":6647,"total_inten_ch_3":29321,"total_inten_ch_4":19841,"var_inten_ch_1":33.76191,"var_inten_ch_3":86.70169,"var_inten_ch_4":115.46138,"width_ch_1":17.42778}
{"case":"Train","class":"WS","angle_ch_1":21.02819,"area_ch_1":375,"avg_inten_ch_1":150.3352,"avg_inten_ch_2":211.78492,"avg_inten_ch_3":70.60056,"avg_inten_ch_4":115.81285,"convex_hull_area_ratio_ch_1":1.22718,"convex_hull_perim_ratio_ch_1":0.88365,"diff_inten_density_ch_1":81.3105,"diff_inten_density_ch_3":72.74429,"diff_inten_density_ch_4":79.93455,"entropy_inten_ch_1":7.48716,"entropy_inten_ch_3":4.20758,"entropy_inten_ch_4":6.24414,"eq_circ_diam_ch_1":21.85827,"eq_ellipse_lwr_ch_1":2.35987,"eq_ellipse_oblate_vol_ch_1":851.11803,"eq_ellipse_prolate_vol_ch_1":360.66367,"eq_sphere_area_ch_1":1501.00227,"eq_sphere_vol_ch_1":5468.2182,"fiber_align_2_ch_3":1.77115,"fiber_align_2_ch_4":1.67207,"fiber_length_ch_1":39.81952,"fiber_width_ch_1":9.87786,"inten_cooc_asm_ch_3":0.22132,"inten_cooc_asm_ch_4":0.06053,"inten_cooc_contrast_ch_3":2.85185,"inten_cooc_contrast_ch_4":6.74183,"inten_cooc_entropy_ch_3":4.18184,"inten_cooc_entropy_ch_4":6.14056,"inten_cooc_max_ch_3":0.46547,"inten_cooc_max_ch_4":0.23724,"kurt_inten_ch_1":-0.3501,"kurt_inten_ch_3":5.98459,"kurt_inten_ch_4":-0.56935,"length_ch_1":35.5768,"neighbor_avg_dist_ch_1":183.44926,"neighbor_min_dist_ch_1":14.47885,"neighbor_var_dist_ch_1":89.37754,"perim_ch_1":99.39477,"shape_bfr_ch_1":0.54354,"shape_lwr_ch_1":1.83333,"shape_p_2_a_ch_1":1.99874,"skew_inten_ch_1":0.36521,"skew_inten_ch_3":2.47764,"skew_inten_ch_4":0.6356,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":53820,"total_inten_ch_2":75462,"total_inten_ch_3":25275,"total_inten_ch_4":41461,"var_inten_ch_1":81.54534,"var_inten_ch_3":130.1577,"var_inten_ch_4":108.80248,"width_ch_1":19.40553}
{"case":"Train","class":"PS","angle_ch_1":145.34892,"area_ch_1":503,"avg_inten_ch_1":123.2125,"avg_inten_ch_2":251.325,"avg_inten_ch_3":4.23958,"avg_inten_ch_4":50.05208,"convex_hull_area_ratio_ch_1":1.27509,"convex_hull_perim_ratio_ch_1":0.90612,"diff_inten_density_ch_1":63.62022,"diff_inten_density_ch_3":6.44494,"diff_inten_density_ch_4":27.97303,"entropy_inten_ch_1":7.55164,"entropy_inten_ch_3":2.35126,"entropy_inten_ch_4":4.21847,"eq_circ_diam_ch_1":25.31016,"eq_ellipse_lwr_ch_1":2.08838,"eq_ellipse_oblate_vol_ch_1":1243.04991,"eq_ellipse_prolate_vol_ch_1":595.221,"eq_sphere_area_ch_1":2012.51701,"eq_sphere_vol_ch_1":8489.52031,"fiber_align_2_ch_3":1.53909,"fiber_align_2_ch_4":1.42145,"fiber_length_ch_1":47.90312,"fiber_width_ch_1":10.9571,"inten_cooc_asm_ch_3":0.39372,"inten_cooc_asm_ch_4":0.28174,"inten_cooc_contrast_ch_3":1.34171,"inten_cooc_contrast_ch_4":1.56061,"inten_cooc_entropy_ch_3":2.79814,"inten_cooc_entropy_ch_4":3.72418,"inten_cooc_max_ch_3":0.62387,"inten_cooc_max_ch_4":0.52915,"kurt_inten_ch_1":-0.8119,"kurt_inten_ch_3":5.93557,"kurt_inten_ch_4":0.25061,"length_ch_1":43.18822,"neighbor_avg_dist_ch_1":218.42977,"neighbor_min_dist_ch_1":34.07917,"neighbor_var_dist_ch_1":91.97219,"perim_ch_1":117.72044,"shape_bfr_ch_1":0.46726,"shape_lwr_ch_1":1.73224,"shape_p_2_a_ch_1":2.10103,"skew_inten_ch_1":0.13406,"skew_inten_ch_3":2.49683,"skew_inten_ch_4":1.10467,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":14,"total_inten_ch_1":59142,"total_inten_ch_2":120157,"total_inten_ch_3":2035,"total_inten_ch_4":24025,"var_inten_ch_1":71.28292,"var_inten_ch_3":9.0279,"var_inten_ch_4":66.90344,"width_ch_1":24.93202}
{"case":"Train","class":"PS","angle_ch_1":142.27061,"area_ch_1":328,"avg_inten_ch_1":33.69968,"avg_inten_ch_2":167.8147,"avg_inten_ch_3":68.58466,"avg_inten_ch_4":37.25879,"convex_hull_area_ratio_ch_1":1.57689,"convex_hull_perim_ratio_ch_1":0.76686,"diff_inten_density_ch_1":39.74864,"diff_inten_density_ch_3":73.15552,"diff_inten_density_ch_4":28.94575,"entropy_inten_ch_1":5.98771,"entropy_inten_ch_3":5.54723,"entropy_inten_ch_4":4.08618,"eq_circ_diam_ch_1":20.43838,"eq_ellipse_lwr_ch_1":2.23822,"eq_ellipse_oblate_vol_ch_1":677.62566,"eq_ellipse_prolate_vol_ch_1":302.75148,"eq_sphere_area_ch_1":1312.3288,"eq_sphere_vol_ch_1":4470.31166,"fiber_align_2_ch_3":1.78378,"fiber_align_2_ch_4":1.65651,"fiber_length_ch_1":55.17688,"fiber_width_ch_1":6.33069,"inten_cooc_asm_ch_3":0.05614,"inten_cooc_asm_ch_4":0.19692,"inten_cooc_contrast_ch_3":8.04935,"inten_cooc_contrast_ch_4":2.31018,"inten_cooc_entropy_ch_3":5.96364,"inten_cooc_entropy_ch_4":4.30433,"inten_cooc_max_ch_3":0.22662,"inten_cooc_max_ch_4":0.45091,"kurt_inten_ch_1":1.60044,"kurt_inten_ch_3":2.84315,"kurt_inten_ch_4":0.31927,"length_ch_1":37.89205,"neighbor_avg_dist_ch_1":227.05833,"neighbor_min_dist_ch_1":19.3172,"neighbor_var_dist_ch_1":117.55464,"perim_ch_1":123.01515,"shape_bfr_ch_1":0.45116,"shape_lwr_ch_1":1.97445,"shape_p_2_a_ch_1":3.44744,"skew_inten_ch_1":1.30395,"skew_inten_ch_3":1.72593,"skew_inten_ch_4":1.19371,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10548,"total_inten_ch_2":52214,"total_inten_ch_3":21467,"total_inten_ch_4":11662,"var_inten_ch_1":33.04116,"var_inten_ch_3":94.53194,"var_inten_ch_4":51.78865,"width_ch_1":19.19122}
{"case":"Train","class":"PS","angle_ch_1":87.17658,"area_ch_1":256,"avg_inten_ch_1":37.77143,"avg_inten_ch_2":246.00408,"avg_inten_ch_3":69.02041,"avg_inten_ch_4":77.3102,"convex_hull_area_ratio_ch_1":1.13424,"convex_hull_perim_ratio_ch_1":0.9405,"diff_inten_density_ch_1":51.18834,"diff_inten_density_ch_3":61.32735,"diff_inten_density_ch_4":67.53812,"entropy_inten_ch_1":6.15934,"entropy_inten_ch_3":6.3664,"entropy_inten_ch_4":6.36825,"eq_circ_diam_ch_1":18.08245,"eq_ellipse_lwr_ch_1":2.3924,"eq_ellipse_oblate_vol_ch_1":485.16325,"eq_ellipse_prolate_vol_ch_1":202.79323,"eq_sphere_area_ch_1":1027.22222,"eq_sphere_vol_ch_1":3095.78237,"fiber_align_2_ch_3":1.53988,"fiber_align_2_ch_4":1.49031,"fiber_length_ch_1":28.34811,"fiber_width_ch_1":9.50271,"inten_cooc_asm_ch_3":0.01086,"inten_cooc_asm_ch_4":0.02126,"inten_cooc_contrast_ch_3":17.51527,"inten_cooc_contrast_ch_4":13.40477,"inten_cooc_entropy_ch_3":7.21635,"inten_cooc_entropy_ch_4":6.81877,"inten_cooc_max_ch_3":0.07424,"inten_cooc_max_ch_4":0.1441,"kurt_inten_ch_1":3.2375,"kurt_inten_ch_3":0.54977,"kurt_inten_ch_4":3.05497,"length_ch_1":28.83359,"neighbor_avg_dist_ch_1":162.02702,"neighbor_min_dist_ch_1":28.95771,"neighbor_var_dist_ch_1":68.3795,"perim_ch_1":75.70163,"shape_bfr_ch_1":0.64315,"shape_lwr_ch_1":2.08213,"shape_p_2_a_ch_1":1.69288,"skew_inten_ch_1":1.4013,"skew_inten_ch_3":0.74286,"skew_inten_ch_4":1.59555,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":9254,"total_inten_ch_2":60027,"total_inten_ch_3":16910,"total_inten_ch_4":18941,"var_inten_ch_1":29.26956,"var_inten_ch_3":52.65881,"var_inten_ch_4":78.52982,"width_ch_1":13.84811}
{"case":"Train","class":"PS","angle_ch_1":110.48638,"area_ch_1":529,"avg_inten_ch_1":19.6495,"avg_inten_ch_2":120.46337,"avg_inten_ch_3":32.10495,"avg_inten_ch_4":84.54257,"convex_hull_area_ratio_ch_1":1.14054,"convex_hull_perim_ratio_ch_1":0.89605,"diff_inten_density_ch_1":35.0443,"diff_inten_density_ch_3":25.74051,"diff_inten_density_ch_4":56.63502,"entropy_inten_ch_1":5.29961,"entropy_inten_ch_3":5.32799,"entropy_inten_ch_4":6.09089,"eq_circ_diam_ch_1":25.96091,"eq_ellipse_lwr_ch_1":1.77024,"eq_ellipse_oblate_vol_ch_1":1235.02135,"eq_ellipse_prolate_vol_ch_1":697.65831,"eq_sphere_area_ch_1":2117.3356,"eq_sphere_vol_ch_1":9161.32654,"fiber_align_2_ch_3":1.38379,"fiber_align_2_ch_4":1.6338,"fiber_length_ch_1":38.40781,"fiber_width_ch_1":14.27317,"inten_cooc_asm_ch_3":0.08098,"inten_cooc_asm_ch_4":0.05668,"inten_cooc_contrast_ch_3":5.83633,"inten_cooc_contrast_ch_4":5.92598,"inten_cooc_entropy_ch_3":5.8699,"inten_cooc_entropy_ch_4":6.10914,"inten_cooc_max_ch_3":0.27579,"inten_cooc_max_ch_4":0.22947,"kurt_inten_ch_1":0.26142,"kurt_inten_ch_3":0.12747,"kurt_inten_ch_4":-0.88036,"length_ch_1":34.50486,"neighbor_avg_dist_ch_1":268.21086,"neighbor_min_dist_ch_1":21.91048,"neighbor_var_dist_ch_1":139.2504,"perim_ch_1":105.36197,"shape_bfr_ch_1":0.69216,"shape_lwr_ch_1":1.55682,"shape_p_2_a_ch_1":1.61144,"skew_inten_ch_1":0.81344,"skew_inten_ch_3":0.93815,"skew_inten_ch_4":0.46626,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":9923,"total_inten_ch_2":60330,"total_inten_ch_3":16213,"total_inten_ch_4":42694,"var_inten_ch_1":17.29024,"var_inten_ch_3":33.55968,"var_inten_ch_4":77.59842,"width_ch_1":22.16362}
{"case":"Train","class":"PS","angle_ch_1":90.57834,"area_ch_1":216,"avg_inten_ch_1":27.88889,"avg_inten_ch_2":125.46377,"avg_inten_ch_3":23.48792,"avg_inten_ch_4":85.96618,"convex_hull_area_ratio_ch_1":1.09049,"convex_hull_perim_ratio_ch_1":0.91714,"diff_inten_density_ch_1":38.47397,"diff_inten_density_ch_3":18.91781,"diff_inten_density_ch_4":48.96712,"entropy_inten_ch_1":5.69594,"entropy_inten_ch_3":3.71185,"entropy_inten_ch_4":5.34084,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":4.16728,"eq_ellipse_oblate_vol_ch_1":497.28268,"eq_ellipse_prolate_vol_ch_1":119.33032,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.32139,"fiber_align_2_ch_4":1.28238,"fiber_length_ch_1":34.196,"fiber_width_ch_1":6.68986,"inten_cooc_asm_ch_3":0.26227,"inten_cooc_asm_ch_4":0.0904,"inten_cooc_contrast_ch_3":1.69609,"inten_cooc_contrast_ch_4":3.30872,"inten_cooc_entropy_ch_3":3.76812,"inten_cooc_entropy_ch_4":5.37021,"inten_cooc_max_ch_3":0.51053,"inten_cooc_max_ch_4":0.29143,"kurt_inten_ch_1":0.10661,"kurt_inten_ch_3":1.97849,"kurt_inten_ch_4":-1.01569,"length_ch_1":31.78815,"neighbor_avg_dist_ch_1":207.51287,"neighbor_min_dist_ch_1":11.93957,"neighbor_var_dist_ch_1":97.88109,"perim_ch_1":81.77173,"shape_bfr_ch_1":0.80693,"shape_lwr_ch_1":3.75802,"shape_p_2_a_ch_1":2.32595,"skew_inten_ch_1":0.6861,"skew_inten_ch_3":1.68486,"skew_inten_ch_4":0.56617,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5773,"total_inten_ch_2":25765,"total_inten_ch_3":4862,"total_inten_ch_4":17795,"var_inten_ch_1":21.25375,"var_inten_ch_3":37.04376,"var_inten_ch_4":87.9,"width_ch_1":8.45875}
{"case":"Test","class":"PS","angle_ch_1":95.06813,"area_ch_1":211,"avg_inten_ch_1":42.98515,"avg_inten_ch_2":111.70297,"avg_inten_ch_3":83.03465,"avg_inten_ch_4":75.48515,"convex_hull_area_ratio_ch_1":1.25436,"convex_hull_perim_ratio_ch_1":0.91293,"diff_inten_density_ch_1":50.36134,"diff_inten_density_ch_3":61.9916,"diff_inten_density_ch_4":68.43978,"entropy_inten_ch_1":6.21364,"entropy_inten_ch_3":6.62249,"entropy_inten_ch_4":4.36912,"eq_circ_diam_ch_1":16.41912,"eq_ellipse_lwr_ch_1":3.22994,"eq_ellipse_oblate_vol_ch_1":422.03249,"eq_ellipse_prolate_vol_ch_1":130.66261,"eq_sphere_area_ch_1":846.93424,"eq_sphere_vol_ch_1":2317.65266,"fiber_align_2_ch_3":1.78992,"fiber_align_2_ch_4":1.35314,"fiber_length_ch_1":32.96666,"fiber_width_ch_1":6.84395,"inten_cooc_asm_ch_3":0.00861,"inten_cooc_asm_ch_4":0.18239,"inten_cooc_contrast_ch_3":14.74269,"inten_cooc_contrast_ch_4":4.1961,"inten_cooc_entropy_ch_3":7.09934,"inten_cooc_entropy_ch_4":4.51392,"inten_cooc_max_ch_3":0.02151,"inten_cooc_max_ch_4":0.43011,"kurt_inten_ch_1":-0.26799,"kurt_inten_ch_3":0.91791,"kurt_inten_ch_4":-0.59737,"length_ch_1":31.7949,"neighbor_avg_dist_ch_1":152.20731,"neighbor_min_dist_ch_1":23.00726,"neighbor_var_dist_ch_1":74.73812,"perim_ch_1":79.62121,"shape_bfr_ch_1":0.56075,"shape_lwr_ch_1":2.67726,"shape_p_2_a_ch_1":2.23596,"skew_inten_ch_1":0.51852,"skew_inten_ch_3":0.85144,"skew_inten_ch_4":0.86076,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8683,"total_inten_ch_2":22363,"total_inten_ch_3":16773,"total_inten_ch_4":15248,"var_inten_ch_1":26.32968,"var_inten_ch_3":59.89706,"var_inten_ch_4":90.88161,"width_ch_1":11.87591}
{"case":"Test","class":"WS","angle_ch_1":150.05163,"area_ch_1":426,"avg_inten_ch_1":392.53808,"avg_inten_ch_2":255.03931,"avg_inten_ch_3":110.80344,"avg_inten_ch_4":318.2457,"convex_hull_area_ratio_ch_1":1.12522,"convex_hull_perim_ratio_ch_1":0.8983,"diff_inten_density_ch_1":157.47632,"diff_inten_density_ch_3":78.14737,"diff_inten_density_ch_4":174.94211,"entropy_inten_ch_1":8.20622,"entropy_inten_ch_3":5.46984,"entropy_inten_ch_4":6.93259,"eq_circ_diam_ch_1":23.3062,"eq_ellipse_lwr_ch_1":1.23471,"eq_ellipse_oblate_vol_ch_1":746.26837,"eq_ellipse_prolate_vol_ch_1":604.40951,"eq_sphere_area_ch_1":1706.44671,"eq_sphere_vol_ch_1":6628.46412,"fiber_align_2_ch_3":1.51138,"fiber_align_2_ch_4":1.42618,"fiber_length_ch_1":32.99543,"fiber_width_ch_1":13.3821,"inten_cooc_asm_ch_3":0.12561,"inten_cooc_asm_ch_4":0.048,"inten_cooc_contrast_ch_3":2.74605,"inten_cooc_contrast_ch_4":5.67895,"inten_cooc_entropy_ch_3":4.98636,"inten_cooc_entropy_ch_4":6.15287,"inten_cooc_max_ch_3":0.35263,"inten_cooc_max_ch_4":0.20526,"kurt_inten_ch_1":-0.57628,"kurt_inten_ch_3":4.22569,"kurt_inten_ch_4":1.14071,"length_ch_1":28.20513,"neighbor_avg_dist_ch_1":206.4302,"neighbor_min_dist_ch_1":16.66641,"neighbor_var_dist_ch_1":92.46738,"perim_ch_1":92.75507,"shape_bfr_ch_1":0.63072,"shape_lwr_ch_1":1.17614,"shape_p_2_a_ch_1":1.55055,"skew_inten_ch_1":0.62432,"skew_inten_ch_3":1.98805,"skew_inten_ch_4":1.23487,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":159763,"total_inten_ch_2":103395,"total_inten_ch_3":45097,"total_inten_ch_4":129526,"var_inten_ch_1":294.67158,"var_inten_ch_3":165.64058,"var_inten_ch_4":318.34413,"width_ch_1":23.98118}
{"case":"Test","class":"PS","angle_ch_1":103.22469,"area_ch_1":198,"avg_inten_ch_1":17.66138,"avg_inten_ch_2":3.79894,"avg_inten_ch_3":37.50794,"avg_inten_ch_4":13.40741,"convex_hull_area_ratio_ch_1":1.10276,"convex_hull_perim_ratio_ch_1":0.88535,"diff_inten_density_ch_1":32.25816,"diff_inten_density_ch_3":31.20178,"diff_inten_density_ch_4":18.24629,"entropy_inten_ch_1":5.12973,"entropy_inten_ch_3":5.72423,"entropy_inten_ch_4":3.84352,"eq_circ_diam_ch_1":15.882,"eq_ellipse_lwr_ch_1":2.18837,"eq_ellipse_oblate_vol_ch_1":314.39459,"eq_ellipse_prolate_vol_ch_1":143.66582,"eq_sphere_area_ch_1":792.42857,"eq_sphere_vol_ch_1":2097.55811,"fiber_align_2_ch_3":1.73779,"fiber_align_2_ch_4":1.68566,"fiber_length_ch_1":27.29336,"fiber_width_ch_1":7.66168,"inten_cooc_asm_ch_3":0.00597,"inten_cooc_asm_ch_4":0.13549,"inten_cooc_contrast_ch_3":29.52293,"inten_cooc_contrast_ch_4":7.69618,"inten_cooc_entropy_ch_3":7.53637,"inten_cooc_entropy_ch_4":4.90851,"inten_cooc_max_ch_3":0.01445,"inten_cooc_max_ch_4":0.36994,"kurt_inten_ch_1":-0.09248,"kurt_inten_ch_3":-0.19387,"kurt_inten_ch_4":2.48312,"length_ch_1":25.79354,"neighbor_avg_dist_ch_1":228.96575,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":105.43804,"perim_ch_1":69.91009,"shape_bfr_ch_1":0.59554,"shape_lwr_ch_1":2,"shape_p_2_a_ch_1":1.85988,"skew_inten_ch_1":0.66505,"skew_inten_ch_3":0.04755,"skew_inten_ch_4":1.75093,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3338,"total_inten_ch_2":530,"total_inten_ch_3":7089,"total_inten_ch_4":2534,"var_inten_ch_1":13.7214,"var_inten_ch_3":18.72147,"var_inten_ch_4":20.32873,"width_ch_1":12.89677}
{"case":"Test","class":"PS","angle_ch_1":102.12458,"area_ch_1":265,"avg_inten_ch_1":28.54545,"avg_inten_ch_2":1.75889,"avg_inten_ch_3":71.97628,"avg_inten_ch_4":46.42688,"convex_hull_area_ratio_ch_1":1.17119,"convex_hull_perim_ratio_ch_1":0.87335,"diff_inten_density_ch_1":40.56044,"diff_inten_density_ch_3":63.3956,"diff_inten_density_ch_4":34.8022,"entropy_inten_ch_1":5.70636,"entropy_inten_ch_3":6.76768,"entropy_inten_ch_4":5.52247,"eq_circ_diam_ch_1":18.3753,"eq_ellipse_lwr_ch_1":2.18792,"eq_ellipse_oblate_vol_ch_1":486.8762,"eq_ellipse_prolate_vol_ch_1":222.52875,"eq_sphere_area_ch_1":1060.76417,"eq_sphere_vol_ch_1":3248.64367,"fiber_align_2_ch_3":1.44407,"fiber_align_2_ch_4":1.30582,"fiber_length_ch_1":32.52036,"fiber_width_ch_1":8.61392,"inten_cooc_asm_ch_3":0.00625,"inten_cooc_asm_ch_4":0.04946,"inten_cooc_contrast_ch_3":22.34429,"inten_cooc_contrast_ch_4":7.23431,"inten_cooc_entropy_ch_3":7.60513,"inten_cooc_entropy_ch_4":6.1077,"inten_cooc_max_ch_3":0.0303,"inten_cooc_max_ch_4":0.22078,"kurt_inten_ch_1":-0.3434,"kurt_inten_ch_3":-0.60235,"kurt_inten_ch_4":0.6648,"length_ch_1":29.74752,"neighbor_avg_dist_ch_1":223.01825,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":108.80804,"perim_ch_1":82.26856,"shape_bfr_ch_1":0.57444,"shape_lwr_ch_1":1.91686,"shape_p_2_a_ch_1":1.92265,"skew_inten_ch_1":0.63698,"skew_inten_ch_3":0.47767,"skew_inten_ch_4":1.07585,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7222,"total_inten_ch_2":193,"total_inten_ch_3":18210,"total_inten_ch_4":11746,"var_inten_ch_1":22.5068,"var_inten_ch_3":50.59112,"var_inten_ch_4":47.91544,"width_ch_1":15.51888}
{"case":"Test","class":"PS","angle_ch_1":92.65112,"area_ch_1":244,"avg_inten_ch_1":19.79399,"avg_inten_ch_2":219.82403,"avg_inten_ch_3":5.54936,"avg_inten_ch_4":56.06867,"convex_hull_area_ratio_ch_1":1.13402,"convex_hull_perim_ratio_ch_1":0.90113,"diff_inten_density_ch_1":35.45176,"diff_inten_density_ch_3":8.92941,"diff_inten_density_ch_4":39.38588,"entropy_inten_ch_1":5.23213,"entropy_inten_ch_3":2.7072,"entropy_inten_ch_4":6.403,"eq_circ_diam_ch_1":17.63405,"eq_ellipse_lwr_ch_1":1.81852,"eq_ellipse_oblate_vol_ch_1":392.29702,"eq_ellipse_prolate_vol_ch_1":215.72271,"eq_sphere_area_ch_1":976.9093,"eq_sphere_vol_ch_1":2871.14534,"fiber_align_2_ch_3":1.36825,"fiber_align_2_ch_4":1.47956,"fiber_length_ch_1":26.79102,"fiber_width_ch_1":9.4877,"inten_cooc_asm_ch_3":0.33212,"inten_cooc_asm_ch_4":0.00662,"inten_cooc_contrast_ch_3":3.20271,"inten_cooc_contrast_ch_4":16.46362,"inten_cooc_entropy_ch_3":3.34029,"inten_cooc_entropy_ch_4":7.4933,"inten_cooc_max_ch_3":0.57674,"inten_cooc_max_ch_4":0.02791,"kurt_inten_ch_1":-0.54974,"kurt_inten_ch_3":4.51407,"kurt_inten_ch_4":-0.79498,"length_ch_1":23.52242,"neighbor_avg_dist_ch_1":217.20083,"neighbor_min_dist_ch_1":37.36554,"neighbor_var_dist_ch_1":104.79005,"perim_ch_1":72.55744,"shape_bfr_ch_1":0.72515,"shape_lwr_ch_1":1.64286,"shape_p_2_a_ch_1":1.64817,"skew_inten_ch_1":0.53937,"skew_inten_ch_3":2.12848,"skew_inten_ch_4":0.23327,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":4612,"total_inten_ch_2":50987,"total_inten_ch_3":1293,"total_inten_ch_4":13064,"var_inten_ch_1":15.61832,"var_inten_ch_3":10.05685,"var_inten_ch_4":34.01508,"width_ch_1":14.31799}
{"case":"Test","class":"PS","angle_ch_1":65.37725,"area_ch_1":210,"avg_inten_ch_1":34.14925,"avg_inten_ch_2":176.0597,"avg_inten_ch_3":25.02488,"avg_inten_ch_4":62.65174,"convex_hull_area_ratio_ch_1":1.08785,"convex_hull_perim_ratio_ch_1":0.88904,"diff_inten_density_ch_1":44.06301,"diff_inten_density_ch_3":22.85753,"diff_inten_density_ch_4":39.72329,"entropy_inten_ch_1":5.97557,"entropy_inten_ch_3":4.6216,"entropy_inten_ch_4":6.44609,"eq_circ_diam_ch_1":16.37843,"eq_ellipse_lwr_ch_1":1.2361,"eq_ellipse_oblate_vol_ch_1":259.14493,"eq_ellipse_prolate_vol_ch_1":209.64696,"eq_sphere_area_ch_1":842.7415,"eq_sphere_vol_ch_1":2300.46369,"fiber_align_2_ch_3":1.70799,"fiber_align_2_ch_4":1.47775,"fiber_length_ch_1":24.62922,"fiber_width_ch_1":8.84155,"inten_cooc_asm_ch_3":0.10857,"inten_cooc_asm_ch_4":0.00911,"inten_cooc_contrast_ch_3":5.23259,"inten_cooc_contrast_ch_4":11.10229,"inten_cooc_entropy_ch_3":5.20932,"inten_cooc_entropy_ch_4":7.06865,"inten_cooc_max_ch_3":0.34066,"inten_cooc_max_ch_4":0.03279,"kurt_inten_ch_1":0.69397,"kurt_inten_ch_3":0.10148,"kurt_inten_ch_4":-0.24794,"length_ch_1":21.87162,"neighbor_avg_dist_ch_1":284.09002,"neighbor_min_dist_ch_1":18.45699,"neighbor_var_dist_ch_1":139.005,"perim_ch_1":66.94156,"shape_bfr_ch_1":0.53077,"shape_lwr_ch_1":1.20513,"shape_p_2_a_ch_1":1.63757,"skew_inten_ch_1":0.67284,"skew_inten_ch_3":1.1049,"skew_inten_ch_4":0.89536,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":6864,"total_inten_ch_2":35188,"total_inten_ch_3":5030,"total_inten_ch_4":12593,"var_inten_ch_1":21.10876,"var_inten_ch_3":30.94055,"var_inten_ch_4":51.64477,"width_ch_1":18.14876}
{"case":"Train","class":"PS","angle_ch_1":0.32913,"area_ch_1":211,"avg_inten_ch_1":109.32178,"avg_inten_ch_2":15.38614,"avg_inten_ch_3":195.83168,"avg_inten_ch_4":2.92574,"convex_hull_area_ratio_ch_1":1.20554,"convex_hull_perim_ratio_ch_1":0.9023,"diff_inten_density_ch_1":96.03429,"diff_inten_density_ch_3":191.40571,"diff_inten_density_ch_4":7.76,"entropy_inten_ch_1":6.96314,"entropy_inten_ch_3":6.90909,"entropy_inten_ch_4":3.06977,"eq_circ_diam_ch_1":16.41912,"eq_ellipse_lwr_ch_1":5.24419,"eq_ellipse_oblate_vol_ch_1":537.75907,"eq_ellipse_prolate_vol_ch_1":102.54381,"eq_sphere_area_ch_1":846.93424,"eq_sphere_vol_ch_1":2317.65266,"fiber_align_2_ch_3":1.0635,"fiber_align_2_ch_4":1,"fiber_length_ch_1":39.3789,"fiber_width_ch_1":5.76279,"inten_cooc_asm_ch_3":0.0081,"inten_cooc_asm_ch_4":0.03378,"inten_cooc_contrast_ch_3":13.44879,"inten_cooc_contrast_ch_4":14.26012,"inten_cooc_entropy_ch_3":7.19721,"inten_cooc_entropy_ch_4":5.53893,"inten_cooc_max_ch_3":0.02395,"inten_cooc_max_ch_4":0.12022,"kurt_inten_ch_1":2.80164,"kurt_inten_ch_3":3.2302,"kurt_inten_ch_4":1.32748,"length_ch_1":35.86215,"neighbor_avg_dist_ch_1":262.65081,"neighbor_min_dist_ch_1":37.89479,"neighbor_var_dist_ch_1":128.24117,"perim_ch_1":90.28338,"shape_bfr_ch_1":0.70715,"shape_lwr_ch_1":4.29532,"shape_p_2_a_ch_1":2.85829,"skew_inten_ch_1":1.43679,"skew_inten_ch_3":1.56644,"skew_inten_ch_4":1.27485,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":22083,"total_inten_ch_2":2907,"total_inten_ch_3":39558,"total_inten_ch_4":591,"var_inten_ch_1":83.68973,"var_inten_ch_3":189.93775,"var_inten_ch_4":3.35365,"width_ch_1":8.34913}
{"case":"Train","class":"WS","angle_ch_1":92.67823,"area_ch_1":470,"avg_inten_ch_1":228.51225,"avg_inten_ch_2":149.89087,"avg_inten_ch_3":122.97773,"avg_inten_ch_4":109.32962,"convex_hull_area_ratio_ch_1":1.28326,"convex_hull_perim_ratio_ch_1":0.90784,"diff_inten_density_ch_1":118.54644,"diff_inten_density_ch_3":117.39083,"diff_inten_density_ch_4":53.33052,"entropy_inten_ch_1":8.00836,"entropy_inten_ch_3":4.8013,"entropy_inten_ch_4":6.81342,"eq_circ_diam_ch_1":24.47921,"eq_ellipse_lwr_ch_1":2.67657,"eq_ellipse_oblate_vol_ch_1":1273.15165,"eq_ellipse_prolate_vol_ch_1":475.66587,"eq_sphere_area_ch_1":1882.54195,"eq_sphere_vol_ch_1":7680.52323,"fiber_align_2_ch_3":1.62487,"fiber_align_2_ch_4":1.38797,"fiber_length_ch_1":49.94325,"fiber_width_ch_1":9.78019,"inten_cooc_asm_ch_3":0.19249,"inten_cooc_asm_ch_4":0.02651,"inten_cooc_contrast_ch_3":2.62303,"inten_cooc_contrast_ch_4":5.1953,"inten_cooc_entropy_ch_3":4.43142,"inten_cooc_entropy_ch_4":6.58379,"inten_cooc_max_ch_3":0.43765,"inten_cooc_max_ch_4":0.14118,"kurt_inten_ch_1":5.72213,"kurt_inten_ch_3":11.05196,"kurt_inten_ch_4":-0.85418,"length_ch_1":46.30814,"neighbor_avg_dist_ch_1":197.64414,"neighbor_min_dist_ch_1":33.01687,"neighbor_var_dist_ch_1":99.49145,"perim_ch_1":119.44688,"shape_bfr_ch_1":0.54085,"shape_lwr_ch_1":2.46436,"shape_p_2_a_ch_1":2.32441,"skew_inten_ch_1":2.12653,"skew_inten_ch_3":3.25314,"skew_inten_ch_4":0.408,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":102602,"total_inten_ch_2":66853,"total_inten_ch_3":55217,"total_inten_ch_4":49089,"var_inten_ch_1":213.4047,"var_inten_ch_3":264.86447,"var_inten_ch_4":87.67925,"width_ch_1":18.79116}
{"case":"Train","class":"WS","angle_ch_1":136.02227,"area_ch_1":250,"avg_inten_ch_1":76.41841,"avg_inten_ch_2":275.65272,"avg_inten_ch_3":44.83264,"avg_inten_ch_4":0.7113,"convex_hull_area_ratio_ch_1":1.10394,"convex_hull_perim_ratio_ch_1":0.92123,"diff_inten_density_ch_1":73.3918,"diff_inten_density_ch_3":55.82916,"diff_inten_density_ch_4":2.96811,"entropy_inten_ch_1":6.79072,"entropy_inten_ch_3":3.85247,"entropy_inten_ch_4":0.9985,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":1.28927,"eq_ellipse_oblate_vol_ch_1":343.15564,"eq_ellipse_prolate_vol_ch_1":266.16176,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.03018,"fiber_align_2_ch_4":1,"fiber_length_ch_1":23.05516,"fiber_width_ch_1":11.26377,"inten_cooc_asm_ch_3":0.22783,"inten_cooc_asm_ch_4":0.64477,"inten_cooc_contrast_ch_3":4.55173,"inten_cooc_contrast_ch_4":0.52393,"inten_cooc_entropy_ch_3":4.17957,"inten_cooc_entropy_ch_4":1.36427,"inten_cooc_max_ch_3":0.48387,"inten_cooc_max_ch_4":0.80631,"kurt_inten_ch_1":-0.01995,"kurt_inten_ch_3":5.20007,"kurt_inten_ch_4":19.51098,"length_ch_1":23.13665,"neighbor_avg_dist_ch_1":232.50772,"neighbor_min_dist_ch_1":24.59275,"neighbor_var_dist_ch_1":115.44105,"perim_ch_1":68.63786,"shape_bfr_ch_1":0.59793,"shape_lwr_ch_1":1.27766,"shape_p_2_a_ch_1":1.44365,"skew_inten_ch_1":0.7807,"skew_inten_ch_3":2.28899,"skew_inten_ch_4":4.30215,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":18264,"total_inten_ch_2":65643,"total_inten_ch_3":10715,"total_inten_ch_4":170,"var_inten_ch_1":53.48007,"var_inten_ch_3":80.04871,"var_inten_ch_4":2.44014,"width_ch_1":18.1086}
{"case":"Test","class":"WS","angle_ch_1":15.38818,"area_ch_1":530,"avg_inten_ch_1":16.91502,"avg_inten_ch_2":121.01779,"avg_inten_ch_3":23.94862,"avg_inten_ch_4":39.6917,"convex_hull_area_ratio_ch_1":1.1593,"convex_hull_perim_ratio_ch_1":0.89401,"diff_inten_density_ch_1":32.98945,"diff_inten_density_ch_3":21.17511,"diff_inten_density_ch_4":33.77426,"entropy_inten_ch_1":5.18996,"entropy_inten_ch_3":4.51976,"entropy_inten_ch_4":4.8147,"eq_circ_diam_ch_1":25.9866,"eq_ellipse_lwr_ch_1":1.18313,"eq_ellipse_oblate_vol_ch_1":1012.66135,"eq_ellipse_prolate_vol_ch_1":855.91456,"eq_sphere_area_ch_1":2121.52834,"eq_sphere_vol_ch_1":9188.55187,"fiber_align_2_ch_3":1.04655,"fiber_align_2_ch_4":1.47229,"fiber_length_ch_1":38.14673,"fiber_width_ch_1":14.44642,"inten_cooc_asm_ch_3":0.16358,"inten_cooc_asm_ch_4":0.1366,"inten_cooc_contrast_ch_3":3.44409,"inten_cooc_contrast_ch_4":3.46624,"inten_cooc_entropy_ch_3":4.74878,"inten_cooc_entropy_ch_4":4.98001,"inten_cooc_max_ch_3":0.39873,"inten_cooc_max_ch_4":0.36287,"kurt_inten_ch_1":0.58322,"kurt_inten_ch_3":1.9924,"kurt_inten_ch_4":1.5165,"length_ch_1":32.87329,"neighbor_avg_dist_ch_1":170.69813,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":73.63421,"perim_ch_1":105.18631,"shape_bfr_ch_1":0.52093,"shape_lwr_ch_1":1.0614,"shape_p_2_a_ch_1":1.59767,"skew_inten_ch_1":0.97507,"skew_inten_ch_3":1.49378,"skew_inten_ch_4":1.4118,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":8559,"total_inten_ch_2":60730,"total_inten_ch_3":12118,"total_inten_ch_4":20084,"var_inten_ch_1":15.73341,"var_inten_ch_3":32.36143,"var_inten_ch_4":53.61136,"width_ch_1":30.97156}
{"case":"Train","class":"PS","angle_ch_1":63.43261,"area_ch_1":157,"avg_inten_ch_1":28.51333,"avg_inten_ch_2":4.84667,"avg_inten_ch_3":65.32667,"avg_inten_ch_4":27.72667,"convex_hull_area_ratio_ch_1":1.14241,"convex_hull_perim_ratio_ch_1":0.93167,"diff_inten_density_ch_1":40.50376,"diff_inten_density_ch_3":39.3985,"diff_inten_density_ch_4":23.85714,"entropy_inten_ch_1":5.65503,"entropy_inten_ch_3":6.2086,"entropy_inten_ch_4":4.24542,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.59815,"eq_ellipse_oblate_vol_ch_1":189.96249,"eq_ellipse_prolate_vol_ch_1":118.86364,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.45467,"fiber_align_2_ch_4":1.49839,"fiber_length_ch_1":20.38649,"fiber_width_ch_1":8.21366,"inten_cooc_asm_ch_3":0.00734,"inten_cooc_asm_ch_4":0.14222,"inten_cooc_contrast_ch_3":23.41655,"inten_cooc_contrast_ch_4":6.02849,"inten_cooc_entropy_ch_3":7.30303,"inten_cooc_entropy_ch_4":4.8916,"inten_cooc_max_ch_3":0.02273,"inten_cooc_max_ch_4":0.38806,"kurt_inten_ch_1":0.24581,"kurt_inten_ch_3":1.5262,"kurt_inten_ch_4":-0.34381,"length_ch_1":19.23017,"neighbor_avg_dist_ch_1":228.51947,"neighbor_min_dist_ch_1":28.44643,"neighbor_var_dist_ch_1":111.07023,"perim_ch_1":57.2003,"shape_bfr_ch_1":0.55804,"shape_lwr_ch_1":1.3125,"shape_p_2_a_ch_1":1.55491,"skew_inten_ch_1":0.6976,"skew_inten_ch_3":0.76054,"skew_inten_ch_4":0.74699,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4277,"total_inten_ch_2":578,"total_inten_ch_3":9799,"total_inten_ch_4":4159,"var_inten_ch_1":19.26888,"var_inten_ch_3":32.07481,"var_inten_ch_4":30.17104,"width_ch_1":14.65155}
{"case":"Test","class":"WS","angle_ch_1":43.1459,"area_ch_1":467,"avg_inten_ch_1":67.88341,"avg_inten_ch_2":203.72197,"avg_inten_ch_3":49.30269,"avg_inten_ch_4":140.96637,"convex_hull_area_ratio_ch_1":1.20194,"convex_hull_perim_ratio_ch_1":0.88295,"diff_inten_density_ch_1":51.46265,"diff_inten_density_ch_3":33.91084,"diff_inten_density_ch_4":71.57831,"entropy_inten_ch_1":6.95081,"entropy_inten_ch_3":5.89222,"entropy_inten_ch_4":7.5969,"eq_circ_diam_ch_1":24.39729,"eq_ellipse_lwr_ch_1":1.9437,"eq_ellipse_oblate_vol_ch_1":1074.08476,"eq_ellipse_prolate_vol_ch_1":552.59776,"eq_sphere_area_ch_1":1869.96372,"eq_sphere_vol_ch_1":7603.67567,"fiber_align_2_ch_3":1.35016,"fiber_align_2_ch_4":1.41405,"fiber_length_ch_1":41.6203,"fiber_width_ch_1":11.66042,"inten_cooc_asm_ch_3":0.05502,"inten_cooc_asm_ch_4":0.00885,"inten_cooc_contrast_ch_3":6.1039,"inten_cooc_contrast_ch_4":6.75005,"inten_cooc_entropy_ch_3":6.19276,"inten_cooc_entropy_ch_4":7.23929,"inten_cooc_max_ch_3":0.22727,"inten_cooc_max_ch_4":0.04785,"kurt_inten_ch_1":-0.76903,"kurt_inten_ch_3":-0.00302,"kurt_inten_ch_4":-0.61597,"length_ch_1":37.76585,"neighbor_avg_dist_ch_1":261.26477,"neighbor_min_dist_ch_1":44.63856,"neighbor_var_dist_ch_1":127.41744,"perim_ch_1":106.56143,"shape_bfr_ch_1":0.55476,"shape_lwr_ch_1":1.69252,"shape_p_2_a_ch_1":1.86195,"skew_inten_ch_1":0.33019,"skew_inten_ch_3":0.80655,"skew_inten_ch_4":0.46937,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":30276,"total_inten_ch_2":90415,"total_inten_ch_3":21989,"total_inten_ch_4":62871,"var_inten_ch_1":44.18398,"var_inten_ch_3":47.64951,"var_inten_ch_4":102.97543,"width_ch_1":22.31336}
{"case":"Train","class":"WS","angle_ch_1":23.3004,"area_ch_1":222,"avg_inten_ch_1":29.8066,"avg_inten_ch_2":142.85849,"avg_inten_ch_3":1.46226,"avg_inten_ch_4":2.79717,"convex_hull_area_ratio_ch_1":1.46401,"convex_hull_perim_ratio_ch_1":0.82869,"diff_inten_density_ch_1":41.2973,"diff_inten_density_ch_3":4.72973,"diff_inten_density_ch_4":7.44865,"entropy_inten_ch_1":5.77638,"entropy_inten_ch_3":1.77838,"entropy_inten_ch_4":2.42443,"eq_circ_diam_ch_1":16.82063,"eq_ellipse_lwr_ch_1":2.96579,"eq_ellipse_oblate_vol_ch_1":434.80571,"eq_ellipse_prolate_vol_ch_1":146.60725,"eq_sphere_area_ch_1":888.86168,"eq_sphere_vol_ch_1":2491.86831,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":2,"fiber_length_ch_1":40.04431,"fiber_width_ch_1":5.90915,"inten_cooc_asm_ch_3":0.32109,"inten_cooc_asm_ch_4":0.2179,"inten_cooc_contrast_ch_3":4.20783,"inten_cooc_contrast_ch_4":10.53194,"inten_cooc_entropy_ch_3":3.03162,"inten_cooc_entropy_ch_4":3.90053,"inten_cooc_max_ch_3":0.56593,"inten_cooc_max_ch_4":0.46277,"kurt_inten_ch_1":4.41275,"kurt_inten_ch_3":10.98515,"kurt_inten_ch_4":16.01632,"length_ch_1":31.05798,"neighbor_avg_dist_ch_1":223.45107,"neighbor_min_dist_ch_1":32.66578,"neighbor_var_dist_ch_1":108.84942,"perim_ch_1":91.90692,"shape_bfr_ch_1":0.49758,"shape_lwr_ch_1":2.15991,"shape_p_2_a_ch_1":2.84065,"skew_inten_ch_1":1.36713,"skew_inten_ch_3":3.2093,"skew_inten_ch_4":3.52657,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":6319,"total_inten_ch_2":30075,"total_inten_ch_3":310,"total_inten_ch_4":593,"var_inten_ch_1":20.40846,"var_inten_ch_3":3.43861,"var_inten_ch_4":5.55856,"width_ch_1":14.37927}
{"case":"Train","class":"WS","angle_ch_1":27.36095,"area_ch_1":271,"avg_inten_ch_1":496.57143,"avg_inten_ch_2":316.3861,"avg_inten_ch_3":85.73745,"avg_inten_ch_4":320.83398,"convex_hull_area_ratio_ch_1":1.10073,"convex_hull_perim_ratio_ch_1":0.9526,"diff_inten_density_ch_1":159.84746,"diff_inten_density_ch_3":37.68644,"diff_inten_density_ch_4":110.39407,"entropy_inten_ch_1":7.62283,"entropy_inten_ch_3":6.83319,"entropy_inten_ch_4":7.62677,"eq_circ_diam_ch_1":18.59191,"eq_ellipse_lwr_ch_1":2.38188,"eq_ellipse_oblate_vol_ch_1":526.17561,"eq_ellipse_prolate_vol_ch_1":220.90812,"eq_sphere_area_ch_1":1085.92063,"eq_sphere_vol_ch_1":3364.89055,"fiber_align_2_ch_3":1.04324,"fiber_align_2_ch_4":1.30267,"fiber_length_ch_1":28.74351,"fiber_width_ch_1":9.95546,"inten_cooc_asm_ch_3":0.00908,"inten_cooc_asm_ch_4":0.00871,"inten_cooc_contrast_ch_3":11.99161,"inten_cooc_contrast_ch_4":9.83457,"inten_cooc_entropy_ch_3":7.31361,"inten_cooc_entropy_ch_4":7.16661,"inten_cooc_max_ch_3":0.06087,"inten_cooc_max_ch_4":0.03913,"kurt_inten_ch_1":-0.80723,"kurt_inten_ch_3":-0.59228,"kurt_inten_ch_4":-0.76014,"length_ch_1":31.54488,"neighbor_avg_dist_ch_1":243.34246,"neighbor_min_dist_ch_1":33.80122,"neighbor_var_dist_ch_1":112.71031,"perim_ch_1":77.39793,"shape_bfr_ch_1":0.60858,"shape_lwr_ch_1":2.23067,"shape_p_2_a_ch_1":1.66589,"skew_inten_ch_1":-0.34503,"skew_inten_ch_3":0.50769,"skew_inten_ch_4":0.48478,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":128612,"total_inten_ch_2":81686,"total_inten_ch_3":22206,"total_inten_ch_4":83096,"var_inten_ch_1":227.29247,"var_inten_ch_3":42.59788,"var_inten_ch_4":151.81875,"width_ch_1":14.14146}
{"case":"Test","class":"PS","angle_ch_1":87.8234,"area_ch_1":237,"avg_inten_ch_1":52.73128,"avg_inten_ch_2":214.18943,"avg_inten_ch_3":23.43612,"avg_inten_ch_4":127.38767,"convex_hull_area_ratio_ch_1":1.16026,"convex_hull_perim_ratio_ch_1":0.94789,"diff_inten_density_ch_1":48.41176,"diff_inten_density_ch_3":23.41667,"diff_inten_density_ch_4":95.23529,"entropy_inten_ch_1":6.44461,"entropy_inten_ch_3":3.83018,"entropy_inten_ch_4":6.28474,"eq_circ_diam_ch_1":17.40553,"eq_ellipse_lwr_ch_1":4.30737,"eq_ellipse_oblate_vol_ch_1":580.58578,"eq_ellipse_prolate_vol_ch_1":134.78895,"eq_sphere_area_ch_1":951.75283,"eq_sphere_vol_ch_1":2760.95979,"fiber_align_2_ch_3":1.48756,"fiber_align_2_ch_4":1.50399,"fiber_length_ch_1":35.20636,"fiber_width_ch_1":6.96679,"inten_cooc_asm_ch_3":0.21856,"inten_cooc_asm_ch_4":0.02122,"inten_cooc_contrast_ch_3":3.92774,"inten_cooc_contrast_ch_4":12.40332,"inten_cooc_entropy_ch_3":4.17133,"inten_cooc_entropy_ch_4":6.79574,"inten_cooc_max_ch_3":0.46154,"inten_cooc_max_ch_4":0.13615,"kurt_inten_ch_1":-0.14387,"kurt_inten_ch_3":13.60069,"kurt_inten_ch_4":-1.0541,"length_ch_1":32.97157,"neighbor_avg_dist_ch_1":254.20641,"neighbor_min_dist_ch_1":22.10101,"neighbor_var_dist_ch_1":112.41203,"perim_ch_1":84.34632,"shape_bfr_ch_1":0.76438,"shape_lwr_ch_1":3.4924,"shape_p_2_a_ch_1":2.30816,"skew_inten_ch_1":0.62167,"skew_inten_ch_3":3.34737,"skew_inten_ch_4":0.11241,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11970,"total_inten_ch_2":48395,"total_inten_ch_3":5320,"total_inten_ch_4":28917,"var_inten_ch_1":33.63071,"var_inten_ch_3":42.36374,"var_inten_ch_4":93.30118,"width_ch_1":9.44094}
{"case":"Train","class":"PS","angle_ch_1":19.03468,"area_ch_1":489,"avg_inten_ch_1":29.96574,"avg_inten_ch_2":4.49679,"avg_inten_ch_3":67.71092,"avg_inten_ch_4":16.90364,"convex_hull_area_ratio_ch_1":1.71172,"convex_hull_perim_ratio_ch_1":0.7902,"diff_inten_density_ch_1":38.53382,"diff_inten_density_ch_3":50.61111,"diff_inten_density_ch_4":20.61836,"entropy_inten_ch_1":6.07049,"entropy_inten_ch_3":6.91592,"entropy_inten_ch_4":3.69557,"eq_circ_diam_ch_1":24.96506,"eq_ellipse_lwr_ch_1":3.25731,"eq_ellipse_oblate_vol_ch_1":1489.79394,"eq_ellipse_prolate_vol_ch_1":457.36986,"eq_sphere_area_ch_1":1958.01134,"eq_sphere_vol_ch_1":8146.97937,"fiber_align_2_ch_3":1.78531,"fiber_align_2_ch_4":1.76247,"fiber_length_ch_1":77.5238,"fiber_width_ch_1":6.77732,"inten_cooc_asm_ch_3":0.0061,"inten_cooc_asm_ch_4":0.22797,"inten_cooc_contrast_ch_3":15.80648,"inten_cooc_contrast_ch_4":3.4402,"inten_cooc_entropy_ch_3":7.67089,"inten_cooc_entropy_ch_4":4.0957,"inten_cooc_max_ch_3":0.02143,"inten_cooc_max_ch_4":0.48571,"kurt_inten_ch_1":0.35832,"kurt_inten_ch_3":0.78128,"kurt_inten_ch_4":5.75252,"length_ch_1":57.90527,"neighbor_avg_dist_ch_1":170.11668,"neighbor_min_dist_ch_1":36.9849,"neighbor_var_dist_ch_1":93.69572,"perim_ch_1":168.60222,"shape_bfr_ch_1":0.3613,"shape_lwr_ch_1":2.47487,"shape_p_2_a_ch_1":4.30548,"skew_inten_ch_1":0.79591,"skew_inten_ch_3":0.84635,"skew_inten_ch_4":2.32964,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":13994,"total_inten_ch_2":1634,"total_inten_ch_3":31621,"total_inten_ch_4":7894,"var_inten_ch_1":21.71903,"var_inten_ch_3":47.36057,"var_inten_ch_4":29.73396,"width_ch_1":23.39734}
{"case":"Test","class":"PS","angle_ch_1":93.3374,"area_ch_1":1300,"avg_inten_ch_1":23.08058,"avg_inten_ch_2":22.63739,"avg_inten_ch_3":5.95729,"avg_inten_ch_4":6.96777,"convex_hull_area_ratio_ch_1":1.14862,"convex_hull_perim_ratio_ch_1":0.77491,"diff_inten_density_ch_1":38.64122,"diff_inten_density_ch_3":13.30619,"diff_inten_density_ch_4":15.65479,"entropy_inten_ch_1":5.47986,"entropy_inten_ch_3":3.3001,"entropy_inten_ch_4":3.82602,"eq_circ_diam_ch_1":40.69679,"eq_ellipse_lwr_ch_1":2.01864,"eq_ellipse_oblate_vol_ch_1":5080.52302,"eq_ellipse_prolate_vol_ch_1":2516.80763,"eq_sphere_area_ch_1":5203.19501,"eq_sphere_vol_ch_1":35292.21921,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":84.18566,"fiber_width_ch_1":15.89667,"inten_cooc_asm_ch_3":0.14423,"inten_cooc_asm_ch_4":0.05205,"inten_cooc_contrast_ch_3":11.59545,"inten_cooc_contrast_ch_4":21.26158,"inten_cooc_entropy_ch_3":4.89056,"inten_cooc_entropy_ch_4":5.96206,"inten_cooc_max_ch_3":0.3729,"inten_cooc_max_ch_4":0.20684,"kurt_inten_ch_1":0.15995,"kurt_inten_ch_3":2.44678,"kurt_inten_ch_4":1.09893,"length_ch_1":58.55618,"neighbor_avg_dist_ch_1":175.94183,"neighbor_min_dist_ch_1":26.2423,"neighbor_var_dist_ch_1":81.5097,"perim_ch_1":200.16466,"shape_bfr_ch_1":0.71634,"shape_lwr_ch_1":1.88824,"shape_p_2_a_ch_1":2.38242,"skew_inten_ch_1":0.87888,"skew_inten_ch_3":1.6699,"skew_inten_ch_4":1.28029,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":12,"total_inten_ch_1":28643,"total_inten_ch_2":26853,"total_inten_ch_3":7393,"total_inten_ch_4":8647,"var_inten_ch_1":22.10392,"var_inten_ch_3":8.95772,"var_inten_ch_4":8.60283,"width_ch_1":31.01096}
{"case":"Train","class":"WS","angle_ch_1":0.34939,"area_ch_1":491,"avg_inten_ch_1":164.02772,"avg_inten_ch_2":110.60981,"avg_inten_ch_3":26.93603,"avg_inten_ch_4":69.90405,"convex_hull_area_ratio_ch_1":1.15638,"convex_hull_perim_ratio_ch_1":0.90307,"diff_inten_density_ch_1":72.49943,"diff_inten_density_ch_3":20.10857,"diff_inten_density_ch_4":34.24571,"entropy_inten_ch_1":7.89297,"entropy_inten_ch_3":3.83084,"entropy_inten_ch_4":5.82793,"eq_circ_diam_ch_1":25.01846,"eq_ellipse_lwr_ch_1":1.75184,"eq_ellipse_oblate_vol_ch_1":1099.58151,"eq_ellipse_prolate_vol_ch_1":627.67409,"eq_sphere_area_ch_1":1966.39683,"eq_sphere_vol_ch_1":8199.37142,"fiber_align_2_ch_3":1.07386,"fiber_align_2_ch_4":1.36324,"fiber_length_ch_1":41.22294,"fiber_width_ch_1":12.35764,"inten_cooc_asm_ch_3":0.25123,"inten_cooc_asm_ch_4":0.07249,"inten_cooc_contrast_ch_3":1.94978,"inten_cooc_contrast_ch_4":5.21521,"inten_cooc_entropy_ch_3":3.75668,"inten_cooc_entropy_ch_4":5.92772,"inten_cooc_max_ch_3":0.4942,"inten_cooc_max_ch_4":0.26218,"kurt_inten_ch_1":-0.51653,"kurt_inten_ch_3":14.64295,"kurt_inten_ch_4":-1.3144,"length_ch_1":38.9415,"neighbor_avg_dist_ch_1":201.69951,"neighbor_min_dist_ch_1":36.18265,"neighbor_var_dist_ch_1":85.61782,"perim_ch_1":107.16117,"shape_bfr_ch_1":0.58497,"shape_lwr_ch_1":1.80445,"shape_p_2_a_ch_1":1.79386,"skew_inten_ch_1":0.60362,"skew_inten_ch_3":3.57817,"skew_inten_ch_4":0.10093,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":76929,"total_inten_ch_2":51408,"total_inten_ch_3":12633,"total_inten_ch_4":32785,"var_inten_ch_1":107.25478,"var_inten_ch_3":59.91949,"var_inten_ch_4":57.53209,"width_ch_1":21.58076}
{"case":"Train","class":"PS","angle_ch_1":137.40984,"area_ch_1":294,"avg_inten_ch_1":101.33452,"avg_inten_ch_2":7.19217,"avg_inten_ch_3":16.31673,"avg_inten_ch_4":10.77224,"convex_hull_area_ratio_ch_1":1.06261,"convex_hull_perim_ratio_ch_1":0.9598,"diff_inten_density_ch_1":63.83172,"diff_inten_density_ch_3":19.75435,"diff_inten_density_ch_4":8.19149,"entropy_inten_ch_1":6.78197,"entropy_inten_ch_3":3.27416,"entropy_inten_ch_4":1.64342,"eq_circ_diam_ch_1":19.36544,"eq_ellipse_lwr_ch_1":1.99004,"eq_ellipse_oblate_vol_ch_1":543.51587,"eq_ellipse_prolate_vol_ch_1":273.11769,"eq_sphere_area_ch_1":1178.161,"eq_sphere_vol_ch_1":3802.60115,"fiber_align_2_ch_3":1.73071,"fiber_align_2_ch_4":1.11466,"fiber_length_ch_1":24.97168,"fiber_width_ch_1":12.40361,"inten_cooc_asm_ch_3":0.29673,"inten_cooc_asm_ch_4":0.64491,"inten_cooc_contrast_ch_3":2.28076,"inten_cooc_contrast_ch_4":0.13543,"inten_cooc_entropy_ch_3":3.58002,"inten_cooc_entropy_ch_4":1.44004,"inten_cooc_max_ch_3":0.55212,"inten_cooc_max_ch_4":0.80233,"kurt_inten_ch_1":-0.26937,"kurt_inten_ch_3":4.34829,"kurt_inten_ch_4":6.75654,"length_ch_1":27.42461,"neighbor_avg_dist_ch_1":236.27774,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":113.44723,"perim_ch_1":74.75058,"shape_bfr_ch_1":0.73932,"shape_lwr_ch_1":1.88785,"shape_p_2_a_ch_1":1.43556,"skew_inten_ch_1":-0.32422,"skew_inten_ch_3":2.07112,"skew_inten_ch_4":2.70117,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":28475,"total_inten_ch_2":1741,"total_inten_ch_3":4585,"total_inten_ch_4":3027,"var_inten_ch_1":42.45762,"var_inten_ch_3":28.78852,"var_inten_ch_4":27.21467,"width_ch_1":14.52693}
{"case":"Train","class":"WS","angle_ch_1":83.43214,"area_ch_1":596,"avg_inten_ch_1":528.70299,"avg_inten_ch_2":92.41125,"avg_inten_ch_3":35.68014,"avg_inten_ch_4":48.04921,"convex_hull_area_ratio_ch_1":1.04213,"convex_hull_perim_ratio_ch_1":0.94837,"diff_inten_density_ch_1":150.63216,"diff_inten_density_ch_3":33.41774,"diff_inten_density_ch_4":35.22736,"entropy_inten_ch_1":8.5757,"entropy_inten_ch_3":4.77032,"entropy_inten_ch_4":6.00857,"eq_circ_diam_ch_1":27.5569,"eq_ellipse_lwr_ch_1":1.34594,"eq_ellipse_oblate_vol_ch_1":1287.96135,"eq_ellipse_prolate_vol_ch_1":956.92317,"eq_sphere_area_ch_1":2385.6712,"eq_sphere_vol_ch_1":10956.95039,"fiber_align_2_ch_3":1.44735,"fiber_align_2_ch_4":1.47049,"fiber_length_ch_1":28.29518,"fiber_width_ch_1":21.54149,"inten_cooc_asm_ch_3":0.13676,"inten_cooc_asm_ch_4":0.03089,"inten_cooc_contrast_ch_3":5.18297,"inten_cooc_contrast_ch_4":7.7731,"inten_cooc_entropy_ch_3":4.95551,"inten_cooc_entropy_ch_4":6.65429,"inten_cooc_max_ch_3":0.38787,"inten_cooc_max_ch_4":0.15993,"kurt_inten_ch_1":-0.78035,"kurt_inten_ch_3":7.00444,"kurt_inten_ch_4":1.80035,"length_ch_1":31.88111,"neighbor_avg_dist_ch_1":209.03851,"neighbor_min_dist_ch_1":29.10213,"neighbor_var_dist_ch_1":87.04376,"perim_ch_1":99.67332,"shape_bfr_ch_1":0.73806,"shape_lwr_ch_1":1.25779,"shape_p_2_a_ch_1":1.29705,"skew_inten_ch_1":-0.03208,"skew_inten_ch_3":2.50132,"skew_inten_ch_4":0.97445,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":300832,"total_inten_ch_2":52014,"total_inten_ch_3":20302,"total_inten_ch_4":27340,"var_inten_ch_1":253.16608,"var_inten_ch_3":58.67781,"var_inten_ch_4":44.25908,"width_ch_1":25.34699}
{"case":"Test","class":"PS","angle_ch_1":63.28812,"area_ch_1":208,"avg_inten_ch_1":61.0603,"avg_inten_ch_2":364.57286,"avg_inten_ch_3":53.88945,"avg_inten_ch_4":93.92462,"convex_hull_area_ratio_ch_1":1.04612,"convex_hull_perim_ratio_ch_1":0.97004,"diff_inten_density_ch_1":52.90659,"diff_inten_density_ch_3":48.17582,"diff_inten_density_ch_4":90.82418,"entropy_inten_ch_1":6.28512,"entropy_inten_ch_3":4.30174,"entropy_inten_ch_4":6.08414,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":1.66677,"eq_ellipse_oblate_vol_ch_1":296.44112,"eq_ellipse_prolate_vol_ch_1":177.8541,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.73145,"fiber_align_2_ch_4":1.7941,"fiber_length_ch_1":19.58798,"fiber_width_ch_1":11.02341,"inten_cooc_asm_ch_3":0.19416,"inten_cooc_asm_ch_4":0.02046,"inten_cooc_contrast_ch_3":3.1181,"inten_cooc_contrast_ch_4":12.90603,"inten_cooc_entropy_ch_3":4.3897,"inten_cooc_entropy_ch_4":6.65023,"inten_cooc_max_ch_3":0.4382,"inten_cooc_max_ch_4":0.12921,"kurt_inten_ch_1":-0.06181,"kurt_inten_ch_3":3.31987,"kurt_inten_ch_4":-0.42267,"length_ch_1":24.26776,"neighbor_avg_dist_ch_1":236.39017,"neighbor_min_dist_ch_1":23.98862,"neighbor_var_dist_ch_1":125.33884,"perim_ch_1":61.22278,"shape_bfr_ch_1":0.55202,"shape_lwr_ch_1":1.55855,"shape_p_2_a_ch_1":1.38136,"skew_inten_ch_1":0.63637,"skew_inten_ch_3":1.97472,"skew_inten_ch_4":0.87986,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":12151,"total_inten_ch_2":72352,"total_inten_ch_3":10724,"total_inten_ch_4":18691,"var_inten_ch_1":29.83483,"var_inten_ch_3":87.0697,"var_inten_ch_4":96.33239,"width_ch_1":15.57076}
{"case":"Train","class":"PS","angle_ch_1":59.9596,"area_ch_1":410,"avg_inten_ch_1":63.0051,"avg_inten_ch_2":131.01786,"avg_inten_ch_3":124.04592,"avg_inten_ch_4":138.83673,"convex_hull_area_ratio_ch_1":1.33935,"convex_hull_perim_ratio_ch_1":0.79123,"diff_inten_density_ch_1":58.89548,"diff_inten_density_ch_3":103.03672,"diff_inten_density_ch_4":97.19492,"entropy_inten_ch_1":6.88856,"entropy_inten_ch_3":6.49558,"entropy_inten_ch_4":5.12751,"eq_circ_diam_ch_1":22.87269,"eq_ellipse_lwr_ch_1":2.32916,"eq_ellipse_oblate_vol_ch_1":968.83688,"eq_ellipse_prolate_vol_ch_1":415.95911,"eq_sphere_area_ch_1":1643.55556,"eq_sphere_vol_ch_1":6265.42299,"fiber_align_2_ch_3":1.48732,"fiber_align_2_ch_4":1.56305,"fiber_length_ch_1":55.08557,"fiber_width_ch_1":7.90627,"inten_cooc_asm_ch_3":0.0396,"inten_cooc_asm_ch_4":0.14583,"inten_cooc_contrast_ch_3":8.88831,"inten_cooc_contrast_ch_4":3.90656,"inten_cooc_entropy_ch_3":6.46933,"inten_cooc_entropy_ch_4":4.83002,"inten_cooc_max_ch_3":0.19167,"inten_cooc_max_ch_4":0.375,"kurt_inten_ch_1":4.07666,"kurt_inten_ch_3":3.66342,"kurt_inten_ch_4":2.69764,"length_ch_1":42.90432,"neighbor_avg_dist_ch_1":179.59738,"neighbor_min_dist_ch_1":43.6532,"neighbor_var_dist_ch_1":95.06453,"perim_ch_1":125.98368,"shape_bfr_ch_1":0.4809,"shape_lwr_ch_1":2.15442,"shape_p_2_a_ch_1":2.90006,"skew_inten_ch_1":1.78066,"skew_inten_ch_3":1.68958,"skew_inten_ch_4":1.88436,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":24698,"total_inten_ch_2":50968,"total_inten_ch_3":48626,"total_inten_ch_4":54424,"var_inten_ch_1":51.0418,"var_inten_ch_3":134.83523,"var_inten_ch_4":214.99274,"width_ch_1":19.91457}
{"case":"Test","class":"PS","angle_ch_1":83.15801,"area_ch_1":156,"avg_inten_ch_1":23.28859,"avg_inten_ch_2":151.08725,"avg_inten_ch_3":35.65772,"avg_inten_ch_4":53.91946,"convex_hull_area_ratio_ch_1":1.12025,"convex_hull_perim_ratio_ch_1":0.87906,"diff_inten_density_ch_1":33.27481,"diff_inten_density_ch_3":47.72519,"diff_inten_density_ch_4":38.44275,"entropy_inten_ch_1":5.4023,"entropy_inten_ch_3":5.11272,"entropy_inten_ch_4":5.65987,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":2.18884,"eq_ellipse_oblate_vol_ch_1":220.09384,"eq_ellipse_prolate_vol_ch_1":100.55276,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.56107,"fiber_align_2_ch_4":1.02415,"fiber_length_ch_1":23.76755,"fiber_width_ch_1":6.96805,"inten_cooc_asm_ch_3":0.03718,"inten_cooc_asm_ch_4":0.03759,"inten_cooc_contrast_ch_3":13.00463,"inten_cooc_contrast_ch_4":9.79253,"inten_cooc_entropy_ch_3":6.15047,"inten_cooc_entropy_ch_4":6.2107,"inten_cooc_max_ch_3":0.18605,"inten_cooc_max_ch_4":0.18605,"kurt_inten_ch_1":0.47722,"kurt_inten_ch_3":2.07825,"kurt_inten_ch_4":0.11664,"length_ch_1":21.18415,"neighbor_avg_dist_ch_1":283.0045,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":132.96247,"perim_ch_1":61.47119,"shape_bfr_ch_1":0.6407,"shape_lwr_ch_1":1.84101,"shape_p_2_a_ch_1":1.81566,"skew_inten_ch_1":0.98575,"skew_inten_ch_3":1.57817,"skew_inten_ch_4":0.60539,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":3470,"total_inten_ch_2":22364,"total_inten_ch_3":5313,"total_inten_ch_4":8034,"var_inten_ch_1":20.69182,"var_inten_ch_3":43.19874,"var_inten_ch_4":44.10976,"width_ch_1":11.50683}
{"case":"Train","class":"PS","angle_ch_1":96.05777,"area_ch_1":364,"avg_inten_ch_1":23.91954,"avg_inten_ch_2":137.99138,"avg_inten_ch_3":39.4569,"avg_inten_ch_4":127.44828,"convex_hull_area_ratio_ch_1":1.46159,"convex_hull_perim_ratio_ch_1":0.77174,"diff_inten_density_ch_1":36.7649,"diff_inten_density_ch_3":42.63607,"diff_inten_density_ch_4":96.09501,"entropy_inten_ch_1":5.66023,"entropy_inten_ch_3":5.94904,"entropy_inten_ch_4":5.99668,"eq_circ_diam_ch_1":21.55082,"eq_ellipse_lwr_ch_1":2.47833,"eq_ellipse_oblate_vol_ch_1":835.92977,"eq_ellipse_prolate_vol_ch_1":337.29588,"eq_sphere_area_ch_1":1459.07483,"eq_sphere_vol_ch_1":5240.7104,"fiber_align_2_ch_3":1.59654,"fiber_align_2_ch_4":1.73995,"fiber_length_ch_1":56.28223,"fiber_width_ch_1":6.84888,"inten_cooc_asm_ch_3":0.02036,"inten_cooc_asm_ch_4":0.06862,"inten_cooc_contrast_ch_3":18.85777,"inten_cooc_contrast_ch_4":7.1119,"inten_cooc_entropy_ch_3":7.06995,"inten_cooc_entropy_ch_4":5.88666,"inten_cooc_max_ch_3":0.13208,"inten_cooc_max_ch_4":0.2673,"kurt_inten_ch_1":1.66099,"kurt_inten_ch_3":1.57608,"kurt_inten_ch_4":-0.62306,"length_ch_1":38.79556,"neighbor_avg_dist_ch_1":228.87657,"neighbor_min_dist_ch_1":24.74148,"neighbor_var_dist_ch_1":124.99745,"perim_ch_1":126.26223,"shape_bfr_ch_1":0.43756,"shape_lwr_ch_1":1.80545,"shape_p_2_a_ch_1":3.29112,"skew_inten_ch_1":1.05149,"skew_inten_ch_3":1.10494,"skew_inten_ch_4":0.77124,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8324,"total_inten_ch_2":47674,"total_inten_ch_3":13731,"total_inten_ch_4":44352,"var_inten_ch_1":19.74898,"var_inten_ch_3":35.82991,"var_inten_ch_4":133.75271,"width_ch_1":21.48799}
{"case":"Train","class":"WS","angle_ch_1":60.03099,"area_ch_1":309,"avg_inten_ch_1":41.92203,"avg_inten_ch_2":254.11525,"avg_inten_ch_3":38.95593,"avg_inten_ch_4":234.97627,"convex_hull_area_ratio_ch_1":1.10384,"convex_hull_perim_ratio_ch_1":0.92677,"diff_inten_density_ch_1":44.97431,"diff_inten_density_ch_3":33.25688,"diff_inten_density_ch_4":137.01835,"entropy_inten_ch_1":6.31916,"entropy_inten_ch_3":5.45545,"entropy_inten_ch_4":6.74555,"eq_circ_diam_ch_1":19.84199,"eq_ellipse_lwr_ch_1":2.03888,"eq_ellipse_oblate_vol_ch_1":591.76722,"eq_ellipse_prolate_vol_ch_1":290.24065,"eq_sphere_area_ch_1":1236.85941,"eq_sphere_vol_ch_1":4090.29207,"fiber_align_2_ch_3":1.74076,"fiber_align_2_ch_4":1.48107,"fiber_length_ch_1":27.68719,"fiber_width_ch_1":11.57513,"inten_cooc_asm_ch_3":0.06394,"inten_cooc_asm_ch_4":0.02699,"inten_cooc_contrast_ch_3":7.37367,"inten_cooc_contrast_ch_4":10.97348,"inten_cooc_entropy_ch_3":6.00375,"inten_cooc_entropy_ch_4":6.78639,"inten_cooc_max_ch_3":0.25362,"inten_cooc_max_ch_4":0.14498,"kurt_inten_ch_1":3.519,"kurt_inten_ch_3":0.15729,"kurt_inten_ch_4":-1.02185,"length_ch_1":28.9575,"neighbor_avg_dist_ch_1":186.6804,"neighbor_min_dist_ch_1":27.85063,"neighbor_var_dist_ch_1":77.19828,"perim_ch_1":78.52464,"shape_bfr_ch_1":0.67187,"shape_lwr_ch_1":1.822,"shape_p_2_a_ch_1":1.53107,"skew_inten_ch_1":1.45996,"skew_inten_ch_3":0.99042,"skew_inten_ch_4":0.04719,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":12367,"total_inten_ch_2":74670,"total_inten_ch_3":11492,"total_inten_ch_4":69318,"var_inten_ch_1":30.12996,"var_inten_ch_3":41.52608,"var_inten_ch_4":170.76624,"width_ch_1":15.89324}
{"case":"Test","class":"PS","angle_ch_1":95.81521,"area_ch_1":280,"avg_inten_ch_1":44.32836,"avg_inten_ch_2":193.40299,"avg_inten_ch_3":44.49254,"avg_inten_ch_4":145.88433,"convex_hull_area_ratio_ch_1":1.0663,"convex_hull_perim_ratio_ch_1":0.91788,"diff_inten_density_ch_1":46.49696,"diff_inten_density_ch_3":30.08316,"diff_inten_density_ch_4":88.53753,"entropy_inten_ch_1":6.31583,"entropy_inten_ch_3":5.24927,"entropy_inten_ch_4":6.11083,"eq_circ_diam_ch_1":18.91218,"eq_ellipse_lwr_ch_1":1.99306,"eq_ellipse_oblate_vol_ch_1":506.62161,"eq_ellipse_prolate_vol_ch_1":254.19311,"eq_sphere_area_ch_1":1123.65533,"eq_sphere_vol_ch_1":3541.79554,"fiber_align_2_ch_3":1.51064,"fiber_align_2_ch_4":1.59159,"fiber_length_ch_1":29.55031,"fiber_width_ch_1":9.76346,"inten_cooc_asm_ch_3":0.08679,"inten_cooc_asm_ch_4":0.05671,"inten_cooc_contrast_ch_3":3.69493,"inten_cooc_contrast_ch_4":3.53109,"inten_cooc_entropy_ch_3":5.5089,"inten_cooc_entropy_ch_4":5.78548,"inten_cooc_max_ch_3":0.29114,"inten_cooc_max_ch_4":0.22266,"kurt_inten_ch_1":0.243,"kurt_inten_ch_3":1.72301,"kurt_inten_ch_4":-0.07571,"length_ch_1":27.70807,"neighbor_avg_dist_ch_1":198.70074,"neighbor_min_dist_ch_1":28.90336,"neighbor_var_dist_ch_1":88.46196,"perim_ch_1":78.62754,"shape_bfr_ch_1":0.73031,"shape_lwr_ch_1":1.99594,"shape_p_2_a_ch_1":1.70518,"skew_inten_ch_1":0.58723,"skew_inten_ch_3":1.33072,"skew_inten_ch_4":0.92113,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11880,"total_inten_ch_2":51565,"total_inten_ch_3":11924,"total_inten_ch_4":39097,"var_inten_ch_1":25.99333,"var_inten_ch_3":49.15582,"var_inten_ch_4":151.71811,"width_ch_1":13.88221}
{"case":"Test","class":"PS","angle_ch_1":91.00533,"area_ch_1":203,"avg_inten_ch_1":57.95361,"avg_inten_ch_2":3.73711,"avg_inten_ch_3":132.14433,"avg_inten_ch_4":174.08763,"convex_hull_area_ratio_ch_1":1.31684,"convex_hull_perim_ratio_ch_1":0.79544,"diff_inten_density_ch_1":65.69069,"diff_inten_density_ch_3":132.10511,"diff_inten_density_ch_4":127.45045,"entropy_inten_ch_1":6.34384,"entropy_inten_ch_3":6.94466,"entropy_inten_ch_4":6.62509,"eq_circ_diam_ch_1":16.09071,"eq_ellipse_lwr_ch_1":1.9371,"eq_ellipse_oblate_vol_ch_1":307.6095,"eq_ellipse_prolate_vol_ch_1":158.79929,"eq_sphere_area_ch_1":813.39229,"eq_sphere_vol_ch_1":2181.34265,"fiber_align_2_ch_3":1.91154,"fiber_align_2_ch_4":1.48275,"fiber_length_ch_1":38.4998,"fiber_width_ch_1":5.77866,"inten_cooc_asm_ch_3":0.00685,"inten_cooc_asm_ch_4":0.01158,"inten_cooc_contrast_ch_3":18.34844,"inten_cooc_contrast_ch_4":17.96751,"inten_cooc_entropy_ch_3":7.39318,"inten_cooc_entropy_ch_4":7.12897,"inten_cooc_max_ch_3":0.01829,"inten_cooc_max_ch_4":0.07317,"kurt_inten_ch_1":1.7022,"kurt_inten_ch_3":1.03064,"kurt_inten_ch_4":-0.85579,"length_ch_1":27.65657,"neighbor_avg_dist_ch_1":155.46361,"neighbor_min_dist_ch_1":18.82251,"neighbor_var_dist_ch_1":79.16719,"perim_ch_1":88.55694,"shape_bfr_ch_1":0.47168,"shape_lwr_ch_1":1.77419,"shape_p_2_a_ch_1":2.80509,"skew_inten_ch_1":1.34168,"skew_inten_ch_3":1.17472,"skew_inten_ch_4":-0.01665,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11243,"total_inten_ch_2":532,"total_inten_ch_3":25636,"total_inten_ch_4":33773,"var_inten_ch_1":47.29315,"var_inten_ch_3":114.86419,"var_inten_ch_4":112.34436,"width_ch_1":15.5883}
{"case":"Train","class":"WS","angle_ch_1":106.32961,"area_ch_1":274,"avg_inten_ch_1":276.84351,"avg_inten_ch_2":363.80153,"avg_inten_ch_3":35.33588,"avg_inten_ch_4":184.43893,"convex_hull_area_ratio_ch_1":1.05525,"convex_hull_perim_ratio_ch_1":0.96585,"diff_inten_density_ch_1":104.84742,"diff_inten_density_ch_3":29.99381,"diff_inten_density_ch_4":106.90103,"entropy_inten_ch_1":7.561,"entropy_inten_ch_3":5.69522,"entropy_inten_ch_4":7.42051,"eq_circ_diam_ch_1":18.69928,"eq_ellipse_lwr_ch_1":1.7753,"eq_ellipse_oblate_vol_ch_1":462.17852,"eq_ellipse_prolate_vol_ch_1":260.33779,"eq_sphere_area_ch_1":1098.49887,"eq_sphere_vol_ch_1":3423.52287,"fiber_align_2_ch_3":1.52039,"fiber_align_2_ch_4":1.50018,"fiber_length_ch_1":20.00685,"fiber_width_ch_1":14.22426,"inten_cooc_asm_ch_3":0.02089,"inten_cooc_asm_ch_4":0.00765,"inten_cooc_contrast_ch_3":16.84219,"inten_cooc_contrast_ch_4":12.04512,"inten_cooc_entropy_ch_3":6.98489,"inten_cooc_entropy_ch_4":7.32132,"inten_cooc_max_ch_3":0.13008,"inten_cooc_max_ch_4":0.02846,"kurt_inten_ch_1":-1.04997,"kurt_inten_ch_3":-0.48893,"kurt_inten_ch_4":-0.94934,"length_ch_1":25.47628,"neighbor_avg_dist_ch_1":170.31363,"neighbor_min_dist_ch_1":29.70812,"neighbor_var_dist_ch_1":75.14743,"perim_ch_1":68.4622,"shape_bfr_ch_1":0.72558,"shape_lwr_ch_1":1.71482,"shape_p_2_a_ch_1":1.31063,"skew_inten_ch_1":0.03004,"skew_inten_ch_3":0.30399,"skew_inten_ch_4":0.04293,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":72533,"total_inten_ch_2":95055,"total_inten_ch_3":9258,"total_inten_ch_4":48323,"var_inten_ch_1":138.7905,"var_inten_ch_3":25.31394,"var_inten_ch_4":110.11411,"width_ch_1":14.85658}
{"case":"Train","class":"PS","angle_ch_1":12.25526,"area_ch_1":155,"avg_inten_ch_1":68.81757,"avg_inten_ch_2":244.12838,"avg_inten_ch_3":137.74324,"avg_inten_ch_4":288.79054,"convex_hull_area_ratio_ch_1":1.07293,"convex_hull_perim_ratio_ch_1":0.96074,"diff_inten_density_ch_1":56.14607,"diff_inten_density_ch_3":80.45318,"diff_inten_density_ch_4":217.77903,"entropy_inten_ch_1":6.3977,"entropy_inten_ch_3":6.25501,"entropy_inten_ch_4":6.36625,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":1.27401,"eq_ellipse_oblate_vol_ch_1":166.22651,"eq_ellipse_prolate_vol_ch_1":130.4752,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1.53589,"fiber_align_2_ch_4":1.76344,"fiber_length_ch_1":14.16979,"fiber_width_ch_1":11.41038,"inten_cooc_asm_ch_3":0.02054,"inten_cooc_asm_ch_4":0.01911,"inten_cooc_contrast_ch_3":8.84903,"inten_cooc_contrast_ch_4":9.98387,"inten_cooc_entropy_ch_3":6.53183,"inten_cooc_entropy_ch_4":6.51017,"inten_cooc_max_ch_3":0.11194,"inten_cooc_max_ch_4":0.12687,"kurt_inten_ch_1":-0.9909,"kurt_inten_ch_3":-0.8385,"kurt_inten_ch_4":-0.74313,"length_ch_1":15.87646,"neighbor_avg_dist_ch_1":207.98392,"neighbor_min_dist_ch_1":17.90935,"neighbor_var_dist_ch_1":109.02137,"perim_ch_1":51.16034,"shape_bfr_ch_1":0.76403,"shape_lwr_ch_1":1.24143,"shape_p_2_a_ch_1":1.28822,"skew_inten_ch_1":0.09267,"skew_inten_ch_3":0.29262,"skew_inten_ch_4":0.66035,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":10185,"total_inten_ch_2":35984,"total_inten_ch_3":20386,"total_inten_ch_4":42741,"var_inten_ch_1":40.63783,"var_inten_ch_3":103.6654,"var_inten_ch_4":261.51002,"width_ch_1":12.7889}
{"case":"Train","class":"PS","angle_ch_1":102.08099,"area_ch_1":242,"avg_inten_ch_1":37.02165,"avg_inten_ch_2":2.48052,"avg_inten_ch_3":91.48052,"avg_inten_ch_4":4.45887,"convex_hull_area_ratio_ch_1":1.50607,"convex_hull_perim_ratio_ch_1":0.88669,"diff_inten_density_ch_1":46.41935,"diff_inten_density_ch_3":73.2134,"diff_inten_density_ch_4":7.4268,"entropy_inten_ch_1":6.04364,"entropy_inten_ch_3":6.95734,"entropy_inten_ch_4":1.82559,"eq_circ_diam_ch_1":17.55821,"eq_ellipse_lwr_ch_1":4.26176,"eq_ellipse_oblate_vol_ch_1":592.83549,"eq_ellipse_prolate_vol_ch_1":139.10567,"eq_sphere_area_ch_1":968.52381,"eq_sphere_vol_ch_1":2834.25725,"fiber_align_2_ch_3":1.42,"fiber_align_2_ch_4":1.79045,"fiber_length_ch_1":45.06379,"fiber_width_ch_1":5.74523,"inten_cooc_asm_ch_3":0.00715,"inten_cooc_asm_ch_4":0.51802,"inten_cooc_contrast_ch_3":17.90157,"inten_cooc_contrast_ch_4":0.70517,"inten_cooc_entropy_ch_3":7.40496,"inten_cooc_entropy_ch_4":2.11671,"inten_cooc_max_ch_3":0.02871,"inten_cooc_max_ch_4":0.72727,"kurt_inten_ch_1":2.89772,"kurt_inten_ch_3":0.39091,"kurt_inten_ch_4":7.02504,"length_ch_1":38.97049,"neighbor_avg_dist_ch_1":301.25394,"neighbor_min_dist_ch_1":20.47619,"neighbor_var_dist_ch_1":125.77598,"perim_ch_1":101.61804,"shape_bfr_ch_1":0.49393,"shape_lwr_ch_1":3.09802,"shape_p_2_a_ch_1":3.17391,"skew_inten_ch_1":1.3677,"skew_inten_ch_3":0.81596,"skew_inten_ch_4":2.71278,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8552,"total_inten_ch_2":343,"total_inten_ch_3":21132,"total_inten_ch_4":1030,"var_inten_ch_1":27.03892,"var_inten_ch_3":65.56401,"var_inten_ch_4":10.77784,"width_ch_1":12.57916}
{"case":"Train","class":"WS","angle_ch_1":142.37049,"area_ch_1":602,"avg_inten_ch_1":36.38609,"avg_inten_ch_2":177.41739,"avg_inten_ch_3":58.64522,"avg_inten_ch_4":127.68522,"convex_hull_area_ratio_ch_1":1.10322,"convex_hull_perim_ratio_ch_1":0.8672,"diff_inten_density_ch_1":42.78684,"diff_inten_density_ch_3":42.6608,"diff_inten_density_ch_4":82.81835,"entropy_inten_ch_1":6.2536,"entropy_inten_ch_3":6.38232,"entropy_inten_ch_4":6.82873,"eq_circ_diam_ch_1":27.70181,"eq_ellipse_lwr_ch_1":1.75189,"eq_ellipse_oblate_vol_ch_1":1492.71342,"eq_ellipse_prolate_vol_ch_1":852.06004,"eq_sphere_area_ch_1":2410.82766,"eq_sphere_vol_ch_1":11130.715,"fiber_align_2_ch_3":1.64424,"fiber_align_2_ch_4":1.45643,"fiber_length_ch_1":44.19621,"fiber_width_ch_1":14.18848,"inten_cooc_asm_ch_3":0.03232,"inten_cooc_asm_ch_4":0.03279,"inten_cooc_contrast_ch_3":8.7495,"inten_cooc_contrast_ch_4":7.07391,"inten_cooc_entropy_ch_3":6.70483,"inten_cooc_entropy_ch_4":6.64911,"inten_cooc_max_ch_3":0.17625,"inten_cooc_max_ch_4":0.16512,"kurt_inten_ch_1":0.52693,"kurt_inten_ch_3":0.50485,"kurt_inten_ch_4":-0.77151,"length_ch_1":38.70203,"neighbor_avg_dist_ch_1":187.86037,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":83.30957,"perim_ch_1":116.76939,"shape_bfr_ch_1":0.69313,"shape_lwr_ch_1":1.72258,"shape_p_2_a_ch_1":1.73031,"skew_inten_ch_1":0.73587,"skew_inten_ch_3":0.91541,"skew_inten_ch_4":0.50835,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":11,"total_inten_ch_1":20922,"total_inten_ch_2":101441,"total_inten_ch_3":33721,"total_inten_ch_4":73419,"var_inten_ch_1":24.16711,"var_inten_ch_3":54.25751,"var_inten_ch_4":111.62043,"width_ch_1":22.46754}
{"case":"Train","class":"PS","angle_ch_1":155.40838,"area_ch_1":267,"avg_inten_ch_1":30.26275,"avg_inten_ch_2":94.84706,"avg_inten_ch_3":32.67451,"avg_inten_ch_4":67.7098,"convex_hull_area_ratio_ch_1":1.13611,"convex_hull_perim_ratio_ch_1":0.91218,"diff_inten_density_ch_1":39.98929,"diff_inten_density_ch_3":26.58458,"diff_inten_density_ch_4":36.76874,"entropy_inten_ch_1":5.84957,"entropy_inten_ch_3":5.77749,"entropy_inten_ch_4":6.58463,"eq_circ_diam_ch_1":18.44779,"eq_ellipse_lwr_ch_1":1.36826,"eq_ellipse_oblate_vol_ch_1":389.598,"eq_ellipse_prolate_vol_ch_1":284.73898,"eq_sphere_area_ch_1":1069.14966,"eq_sphere_vol_ch_1":3287.24116,"fiber_align_2_ch_3":1.54613,"fiber_align_2_ch_4":1.31021,"fiber_length_ch_1":27.53274,"fiber_width_ch_1":10.06965,"inten_cooc_asm_ch_3":0.01234,"inten_cooc_asm_ch_4":0.00995,"inten_cooc_contrast_ch_3":14.52967,"inten_cooc_contrast_ch_4":7.26067,"inten_cooc_entropy_ch_3":7.11911,"inten_cooc_entropy_ch_4":7.03354,"inten_cooc_max_ch_3":0.09052,"inten_cooc_max_ch_4":0.05172,"kurt_inten_ch_1":1.30089,"kurt_inten_ch_3":3.09579,"kurt_inten_ch_4":-0.12917,"length_ch_1":24.07883,"neighbor_avg_dist_ch_1":270.26516,"neighbor_min_dist_ch_1":18.54198,"neighbor_var_dist_ch_1":134.34225,"perim_ch_1":75.20479,"shape_bfr_ch_1":0.60282,"shape_lwr_ch_1":1.30761,"shape_p_2_a_ch_1":1.62336,"skew_inten_ch_1":1.03238,"skew_inten_ch_3":1.28359,"skew_inten_ch_4":0.73993,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":7717,"total_inten_ch_2":23932,"total_inten_ch_3":8332,"total_inten_ch_4":17266,"var_inten_ch_1":21.2783,"var_inten_ch_3":25.9051,"var_inten_ch_4":52.05866,"width_ch_1":18.41432}
{"case":"Test","class":"WS","angle_ch_1":27.6743,"area_ch_1":206,"avg_inten_ch_1":116.22843,"avg_inten_ch_2":310.38579,"avg_inten_ch_3":91.43655,"avg_inten_ch_4":77.81218,"convex_hull_area_ratio_ch_1":1.06112,"convex_hull_perim_ratio_ch_1":0.94969,"diff_inten_density_ch_1":64.39058,"diff_inten_density_ch_3":72.48476,"diff_inten_density_ch_4":48.13573,"entropy_inten_ch_1":6.85993,"entropy_inten_ch_3":5.65215,"entropy_inten_ch_4":5.26264,"eq_circ_diam_ch_1":16.21464,"eq_ellipse_lwr_ch_1":1.32605,"eq_ellipse_oblate_vol_ch_1":260.43609,"eq_ellipse_prolate_vol_ch_1":196.39961,"eq_sphere_area_ch_1":825.97052,"eq_sphere_vol_ch_1":2232.13591,"fiber_align_2_ch_3":1.18284,"fiber_align_2_ch_4":1.29194,"fiber_length_ch_1":14.94132,"fiber_width_ch_1":14.34639,"inten_cooc_asm_ch_3":0.0449,"inten_cooc_asm_ch_4":0.09092,"inten_cooc_contrast_ch_3":7.06489,"inten_cooc_contrast_ch_4":3.59158,"inten_cooc_entropy_ch_3":6.08207,"inten_cooc_entropy_ch_4":5.28004,"inten_cooc_max_ch_3":0.20112,"inten_cooc_max_ch_4":0.29121,"kurt_inten_ch_1":-0.43904,"kurt_inten_ch_3":0.09505,"kurt_inten_ch_4":0.66214,"length_ch_1":20.1244,"neighbor_avg_dist_ch_1":310.0144,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":125.66214,"perim_ch_1":58.57542,"shape_bfr_ch_1":0.67883,"shape_lwr_ch_1":1.33138,"shape_p_2_a_ch_1":1.27376,"skew_inten_ch_1":0.39603,"skew_inten_ch_3":0.95043,"skew_inten_ch_4":1.33221,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":22897,"total_inten_ch_2":60950,"total_inten_ch_3":18013,"total_inten_ch_4":15329,"var_inten_ch_1":57.48903,"var_inten_ch_3":94.95327,"var_inten_ch_4":99.04217,"width_ch_1":15.11546}
{"case":"Test","class":"WS","angle_ch_1":123.33156,"area_ch_1":194,"avg_inten_ch_1":123.68817,"avg_inten_ch_2":306.43548,"avg_inten_ch_3":53.84409,"avg_inten_ch_4":49.89785,"convex_hull_area_ratio_ch_1":1.05584,"convex_hull_perim_ratio_ch_1":0.97438,"diff_inten_density_ch_1":67.05952,"diff_inten_density_ch_3":54.13095,"diff_inten_density_ch_4":41.54167,"entropy_inten_ch_1":6.82521,"entropy_inten_ch_3":4.22853,"entropy_inten_ch_4":5.78237,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":2.36414,"eq_ellipse_oblate_vol_ch_1":319.02707,"eq_ellipse_prolate_vol_ch_1":134.94425,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.2882,"fiber_align_2_ch_4":1.75306,"fiber_length_ch_1":19.86558,"fiber_width_ch_1":10.39449,"inten_cooc_asm_ch_3":0.16213,"inten_cooc_asm_ch_4":0.02128,"inten_cooc_contrast_ch_3":3.6056,"inten_cooc_contrast_ch_4":10.08094,"inten_cooc_entropy_ch_3":4.52233,"inten_cooc_entropy_ch_4":6.6159,"inten_cooc_max_ch_3":0.39759,"inten_cooc_max_ch_4":0.13253,"kurt_inten_ch_1":-0.6356,"kurt_inten_ch_3":3.18496,"kurt_inten_ch_4":-0.35296,"length_ch_1":24.42131,"neighbor_avg_dist_ch_1":216.77133,"neighbor_min_dist_ch_1":17.88006,"neighbor_var_dist_ch_1":103.72053,"perim_ch_1":60.52014,"shape_bfr_ch_1":0.68469,"shape_lwr_ch_1":2.09452,"shape_p_2_a_ch_1":1.41151,"skew_inten_ch_1":-0.22509,"skew_inten_ch_3":1.8336,"skew_inten_ch_4":0.75598,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":23006,"total_inten_ch_2":56812,"total_inten_ch_3":10015,"total_inten_ch_4":9281,"var_inten_ch_1":54.06099,"var_inten_ch_3":82.08023,"var_inten_ch_4":45.4758,"width_ch_1":11.65964}
{"case":"Test","class":"PS","angle_ch_1":21.5437,"area_ch_1":880,"avg_inten_ch_1":26.06071,"avg_inten_ch_2":4.54524,"avg_inten_ch_3":59.42381,"avg_inten_ch_4":59.37143,"convex_hull_area_ratio_ch_1":1.13923,"convex_hull_perim_ratio_ch_1":0.84032,"diff_inten_density_ch_1":36.01889,"diff_inten_density_ch_3":59.29975,"diff_inten_density_ch_4":44.9068,"entropy_inten_ch_1":5.51088,"entropy_inten_ch_3":6.19002,"entropy_inten_ch_4":6.00222,"eq_circ_diam_ch_1":33.48219,"eq_ellipse_lwr_ch_1":1.75686,"eq_ellipse_oblate_vol_ch_1":2639.42639,"eq_ellipse_prolate_vol_ch_1":1502.35098,"eq_sphere_area_ch_1":3521.90476,"eq_sphere_vol_ch_1":19653.51456,"fiber_align_2_ch_3":1.085,"fiber_align_2_ch_4":1.3911,"fiber_length_ch_1":60.21028,"fiber_width_ch_1":15.06728,"inten_cooc_asm_ch_3":0.05045,"inten_cooc_asm_ch_4":0.05852,"inten_cooc_contrast_ch_3":12.11534,"inten_cooc_contrast_ch_4":6.16658,"inten_cooc_entropy_ch_3":6.56482,"inten_cooc_entropy_ch_4":6.04741,"inten_cooc_max_ch_3":0.21855,"inten_cooc_max_ch_4":0.22971,"kurt_inten_ch_1":1.42888,"kurt_inten_ch_3":1.41037,"kurt_inten_ch_4":3.3022,"length_ch_1":51.14856,"neighbor_avg_dist_ch_1":228.83518,"neighbor_min_dist_ch_1":50.8618,"neighbor_var_dist_ch_1":108.56099,"perim_ch_1":150.55511,"shape_bfr_ch_1":0.53248,"shape_lwr_ch_1":1.58217,"shape_p_2_a_ch_1":1.98826,"skew_inten_ch_1":1.16239,"skew_inten_ch_3":1.14356,"skew_inten_ch_4":1.73552,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":16,"total_inten_ch_1":21891,"total_inten_ch_2":2979,"total_inten_ch_3":49916,"total_inten_ch_4":49872,"var_inten_ch_1":26.15967,"var_inten_ch_3":60.00479,"var_inten_ch_4":73.34962,"width_ch_1":32.32806}
{"case":"Test","class":"WS","angle_ch_1":58.81268,"area_ch_1":306,"avg_inten_ch_1":107.79795,"avg_inten_ch_2":358.71575,"avg_inten_ch_3":121.17466,"avg_inten_ch_4":320.97603,"convex_hull_area_ratio_ch_1":1.19008,"convex_hull_perim_ratio_ch_1":0.92071,"diff_inten_density_ch_1":64.90689,"diff_inten_density_ch_3":87.0298,"diff_inten_density_ch_4":208.47486,"entropy_inten_ch_1":6.88553,"entropy_inten_ch_3":6.51387,"entropy_inten_ch_4":7.06793,"eq_circ_diam_ch_1":19.74084,"eq_ellipse_lwr_ch_1":1.96011,"eq_ellipse_oblate_vol_ch_1":571.39405,"eq_ellipse_prolate_vol_ch_1":291.51167,"eq_sphere_area_ch_1":1224.28118,"eq_sphere_vol_ch_1":4028.05668,"fiber_align_2_ch_3":1.019,"fiber_align_2_ch_4":1.21936,"fiber_length_ch_1":31.87406,"fiber_width_ch_1":9.94778,"inten_cooc_asm_ch_3":0.03831,"inten_cooc_asm_ch_4":0.01462,"inten_cooc_contrast_ch_3":7.43846,"inten_cooc_contrast_ch_4":8.45678,"inten_cooc_entropy_ch_3":6.46622,"inten_cooc_entropy_ch_4":6.94502,"inten_cooc_max_ch_3":0.18045,"inten_cooc_max_ch_4":0.08856,"kurt_inten_ch_1":-0.44739,"kurt_inten_ch_3":1.6542,"kurt_inten_ch_4":-1.01545,"length_ch_1":30.72454,"neighbor_avg_dist_ch_1":253.99205,"neighbor_min_dist_ch_1":21.69413,"neighbor_var_dist_ch_1":115.81426,"perim_ch_1":83.64369,"shape_bfr_ch_1":0.54024,"shape_lwr_ch_1":1.66625,"shape_p_2_a_ch_1":1.75586,"skew_inten_ch_1":0.05858,"skew_inten_ch_3":1.25145,"skew_inten_ch_4":0.4953,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":31477,"total_inten_ch_2":104454,"total_inten_ch_3":35383,"total_inten_ch_4":93725,"var_inten_ch_1":46.61365,"var_inten_ch_3":117.19621,"var_inten_ch_4":279.66148,"width_ch_1":18.43938}
{"case":"Train","class":"PS","angle_ch_1":61.93363,"area_ch_1":313,"avg_inten_ch_1":54.89632,"avg_inten_ch_2":123.50836,"avg_inten_ch_3":68.34783,"avg_inten_ch_4":99.77926,"convex_hull_area_ratio_ch_1":1.29944,"convex_hull_perim_ratio_ch_1":0.70353,"diff_inten_density_ch_1":60.62852,"diff_inten_density_ch_3":72.77111,"diff_inten_density_ch_4":44.35084,"entropy_inten_ch_1":6.58781,"entropy_inten_ch_3":5.7891,"entropy_inten_ch_4":4.64587,"eq_circ_diam_ch_1":19.97606,"eq_ellipse_lwr_ch_1":1.63613,"eq_ellipse_oblate_vol_ch_1":540.92479,"eq_ellipse_prolate_vol_ch_1":330.61289,"eq_sphere_area_ch_1":1253.63039,"eq_sphere_vol_ch_1":4173.76582,"fiber_align_2_ch_3":1.01406,"fiber_align_2_ch_4":1.10475,"fiber_length_ch_1":49.32763,"fiber_width_ch_1":6.68827,"inten_cooc_asm_ch_3":0.04918,"inten_cooc_asm_ch_4":0.21178,"inten_cooc_contrast_ch_3":9.57062,"inten_cooc_contrast_ch_4":1.39356,"inten_cooc_entropy_ch_3":6.25266,"inten_cooc_entropy_ch_4":4.12584,"inten_cooc_max_ch_3":0.22137,"inten_cooc_max_ch_4":0.46565,"kurt_inten_ch_1":5.7231,"kurt_inten_ch_3":5.42505,"kurt_inten_ch_4":1.29282,"length_ch_1":29.75078,"neighbor_avg_dist_ch_1":303.31844,"neighbor_min_dist_ch_1":50.20844,"neighbor_var_dist_ch_1":119.72494,"perim_ch_1":112.0318,"shape_bfr_ch_1":0.49977,"shape_lwr_ch_1":1.41144,"shape_p_2_a_ch_1":3.02737,"skew_inten_ch_1":2.19772,"skew_inten_ch_3":2.18889,"skew_inten_ch_4":1.53169,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":16414,"total_inten_ch_2":36631,"total_inten_ch_3":20436,"total_inten_ch_4":29834,"var_inten_ch_1":60.57953,"var_inten_ch_3":93.98228,"var_inten_ch_4":145.88722,"width_ch_1":21.07839}
{"case":"Train","class":"WS","angle_ch_1":129.17629,"area_ch_1":704,"avg_inten_ch_1":54.65179,"avg_inten_ch_2":134.59524,"avg_inten_ch_3":75.58631,"avg_inten_ch_4":137.39732,"convex_hull_area_ratio_ch_1":1.1185,"convex_hull_perim_ratio_ch_1":0.93015,"diff_inten_density_ch_1":41.40596,"diff_inten_density_ch_3":45.98276,"diff_inten_density_ch_4":69.50313,"entropy_inten_ch_1":6.5782,"entropy_inten_ch_3":6.40552,"entropy_inten_ch_4":7.0784,"eq_circ_diam_ch_1":29.94738,"eq_ellipse_lwr_ch_1":1.3685,"eq_ellipse_oblate_vol_ch_1":1666.85302,"eq_ellipse_prolate_vol_ch_1":1218.01774,"eq_sphere_area_ch_1":2817.52381,"eq_sphere_vol_ch_1":14062.91026,"fiber_align_2_ch_3":1.42621,"fiber_align_2_ch_4":1.35279,"fiber_length_ch_1":39.04925,"fiber_width_ch_1":18.57513,"inten_cooc_asm_ch_3":0.05053,"inten_cooc_asm_ch_4":0.02365,"inten_cooc_contrast_ch_3":5.68278,"inten_cooc_contrast_ch_4":5.48222,"inten_cooc_entropy_ch_3":6.28741,"inten_cooc_entropy_ch_4":6.70947,"inten_cooc_max_ch_3":0.21541,"inten_cooc_max_ch_4":0.13281,"kurt_inten_ch_1":0.45258,"kurt_inten_ch_3":-0.38225,"kurt_inten_ch_4":-0.82941,"length_ch_1":36.42233,"neighbor_avg_dist_ch_1":218.69692,"neighbor_min_dist_ch_1":33.5366,"neighbor_var_dist_ch_1":102.12958,"perim_ch_1":115.24875,"shape_bfr_ch_1":0.6925,"shape_lwr_ch_1":1.30421,"shape_p_2_a_ch_1":1.45719,"skew_inten_ch_1":0.96382,"skew_inten_ch_3":0.5932,"skew_inten_ch_4":0.28955,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":13,"total_inten_ch_1":36726,"total_inten_ch_2":89777,"total_inten_ch_3":50794,"total_inten_ch_4":92331,"var_inten_ch_1":48.15811,"var_inten_ch_3":67.56715,"var_inten_ch_4":106.37463,"width_ch_1":27.92677}
{"case":"Train","class":"WS","angle_ch_1":23.81876,"area_ch_1":610,"avg_inten_ch_1":769.91409,"avg_inten_ch_2":314.45189,"avg_inten_ch_3":30.2646,"avg_inten_ch_4":247.3866,"convex_hull_area_ratio_ch_1":1.14405,"convex_hull_perim_ratio_ch_1":0.93656,"diff_inten_density_ch_1":240.43482,"diff_inten_density_ch_3":26.8505,"diff_inten_density_ch_4":140.17046,"entropy_inten_ch_1":8.7358,"entropy_inten_ch_3":5.69811,"entropy_inten_ch_4":7.45038,"eq_circ_diam_ch_1":27.86992,"eq_ellipse_lwr_ch_1":2.00696,"eq_ellipse_oblate_vol_ch_1":1626.95591,"eq_ellipse_prolate_vol_ch_1":810.65538,"eq_sphere_area_ch_1":2440.17687,"eq_sphere_vol_ch_1":11334.58889,"fiber_align_2_ch_3":1.3207,"fiber_align_2_ch_4":1.33918,"fiber_length_ch_1":42.79044,"fiber_width_ch_1":14.70973,"inten_cooc_asm_ch_3":0.04275,"inten_cooc_asm_ch_4":0.0299,"inten_cooc_contrast_ch_3":9.41578,"inten_cooc_contrast_ch_4":7.80187,"inten_cooc_entropy_ch_3":6.54906,"inten_cooc_entropy_ch_4":6.6922,"inten_cooc_max_ch_3":0.19666,"inten_cooc_max_ch_4":0.15591,"kurt_inten_ch_1":-0.74676,"kurt_inten_ch_3":0.51395,"kurt_inten_ch_4":0.74894,"length_ch_1":44.82225,"neighbor_avg_dist_ch_1":252.55114,"neighbor_min_dist_ch_1":36.19713,"neighbor_var_dist_ch_1":112.741,"perim_ch_1":115.00033,"shape_bfr_ch_1":0.56916,"shape_lwr_ch_1":1.87438,"shape_p_2_a_ch_1":1.67199,"skew_inten_ch_1":0.03584,"skew_inten_ch_3":0.94863,"skew_inten_ch_4":0.68457,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":448090,"total_inten_ch_2":182430,"total_inten_ch_3":17614,"total_inten_ch_4":143979,"var_inten_ch_1":344.74092,"var_inten_ch_3":29.12402,"var_inten_ch_4":196.31505,"width_ch_1":23.91308}
{"case":"Test","class":"WS","angle_ch_1":23.54046,"area_ch_1":264,"avg_inten_ch_1":134.64286,"avg_inten_ch_2":243.7619,"avg_inten_ch_3":76.96032,"avg_inten_ch_4":200.68254,"convex_hull_area_ratio_ch_1":1.0499,"convex_hull_perim_ratio_ch_1":0.95918,"diff_inten_density_ch_1":74.33047,"diff_inten_density_ch_3":53.32618,"diff_inten_density_ch_4":135.42918,"entropy_inten_ch_1":7.29443,"entropy_inten_ch_3":4.98929,"entropy_inten_ch_4":7.30828,"eq_circ_diam_ch_1":18.33895,"eq_ellipse_lwr_ch_1":1.37286,"eq_ellipse_oblate_vol_ch_1":383.3854,"eq_ellipse_prolate_vol_ch_1":279.26027,"eq_sphere_area_ch_1":1056.57143,"eq_sphere_vol_ch_1":3229.40198,"fiber_align_2_ch_3":1.49884,"fiber_align_2_ch_4":1.57637,"fiber_length_ch_1":17.29662,"fiber_width_ch_1":15.78646,"inten_cooc_asm_ch_3":0.1358,"inten_cooc_asm_ch_4":0.0075,"inten_cooc_contrast_ch_3":3.59099,"inten_cooc_contrast_ch_4":9.7937,"inten_cooc_entropy_ch_3":4.88214,"inten_cooc_entropy_ch_4":7.3098,"inten_cooc_max_ch_3":0.36596,"inten_cooc_max_ch_4":0.02128,"kurt_inten_ch_1":-0.26613,"kurt_inten_ch_3":0.9342,"kurt_inten_ch_4":0.18427,"length_ch_1":23.1493,"neighbor_avg_dist_ch_1":300.34178,"neighbor_min_dist_ch_1":21.71828,"neighbor_var_dist_ch_1":150.83148,"perim_ch_1":66.16617,"shape_bfr_ch_1":0.66693,"shape_lwr_ch_1":1.35307,"shape_p_2_a_ch_1":1.27589,"skew_inten_ch_1":0.50247,"skew_inten_ch_3":1.2718,"skew_inten_ch_4":1.03409,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":33930,"total_inten_ch_2":61177,"total_inten_ch_3":19394,"total_inten_ch_4":50572,"var_inten_ch_1":86.83358,"var_inten_ch_3":96.99443,"var_inten_ch_4":188.33429,"width_ch_1":17.10875}
{"case":"Test","class":"PS","angle_ch_1":109.82439,"area_ch_1":160,"avg_inten_ch_1":61.14379,"avg_inten_ch_2":4.71242,"avg_inten_ch_3":147.36601,"avg_inten_ch_4":34.05229,"convex_hull_area_ratio_ch_1":1.16768,"convex_hull_perim_ratio_ch_1":0.91931,"diff_inten_density_ch_1":50,"diff_inten_density_ch_3":99.82963,"diff_inten_density_ch_4":27.87407,"entropy_inten_ch_1":6.34037,"entropy_inten_ch_3":6.74412,"entropy_inten_ch_4":3.43115,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":2.01724,"eq_ellipse_oblate_vol_ch_1":219.85556,"eq_ellipse_prolate_vol_ch_1":108.98831,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.34224,"fiber_align_2_ch_4":1.59238,"fiber_length_ch_1":21.56463,"fiber_width_ch_1":7.9715,"inten_cooc_asm_ch_3":0.00822,"inten_cooc_asm_ch_4":0.28555,"inten_cooc_contrast_ch_3":14.54099,"inten_cooc_contrast_ch_4":2.49468,"inten_cooc_entropy_ch_3":7.14364,"inten_cooc_entropy_ch_4":3.7078,"inten_cooc_max_ch_3":0.02206,"inten_cooc_max_ch_4":0.53731,"kurt_inten_ch_1":-0.15986,"kurt_inten_ch_3":-0.56729,"kurt_inten_ch_4":-0.40332,"length_ch_1":20.46135,"neighbor_avg_dist_ch_1":170.302,"neighbor_min_dist_ch_1":24.93139,"neighbor_var_dist_ch_1":75.55397,"perim_ch_1":59.07226,"shape_bfr_ch_1":0.6498,"shape_lwr_ch_1":1.69637,"shape_p_2_a_ch_1":1.61537,"skew_inten_ch_1":0.60931,"skew_inten_ch_3":0.48515,"skew_inten_ch_4":1.00428,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9355,"total_inten_ch_2":569,"total_inten_ch_3":22547,"total_inten_ch_4":5210,"var_inten_ch_1":37.42678,"var_inten_ch_3":91.05724,"var_inten_ch_4":46.01219,"width_ch_1":12.06184}
{"case":"Train","class":"PS","angle_ch_1":77.43816,"area_ch_1":343,"avg_inten_ch_1":28.92988,"avg_inten_ch_2":25.04268,"avg_inten_ch_3":6.56402,"avg_inten_ch_4":9.01829,"convex_hull_area_ratio_ch_1":1.18673,"convex_hull_perim_ratio_ch_1":0.79086,"diff_inten_density_ch_1":44.12969,"diff_inten_density_ch_3":15.88737,"diff_inten_density_ch_4":18.39932,"entropy_inten_ch_1":5.94286,"entropy_inten_ch_3":3.70335,"entropy_inten_ch_4":4.30013,"eq_circ_diam_ch_1":20.92238,"eq_ellipse_lwr_ch_1":3.38149,"eq_ellipse_oblate_vol_ch_1":893.48297,"eq_ellipse_prolate_vol_ch_1":264.22771,"eq_sphere_area_ch_1":1375.21995,"eq_sphere_vol_ch_1":4795.47975,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":50.72219,"fiber_width_ch_1":7.16567,"inten_cooc_asm_ch_3":0.05299,"inten_cooc_asm_ch_4":0.0114,"inten_cooc_contrast_ch_3":23.15541,"inten_cooc_contrast_ch_4":48.30657,"inten_cooc_entropy_ch_3":5.85349,"inten_cooc_entropy_ch_4":7.18086,"inten_cooc_max_ch_3":0.22259,"inten_cooc_max_ch_4":0.06645,"kurt_inten_ch_1":-0.10626,"kurt_inten_ch_3":1.91432,"kurt_inten_ch_4":-0.15121,"length_ch_1":39.75483,"neighbor_avg_dist_ch_1":185.37194,"neighbor_min_dist_ch_1":26.2423,"neighbor_var_dist_ch_1":90.88951,"perim_ch_1":115.77572,"shape_bfr_ch_1":0.6087,"shape_lwr_ch_1":2.79817,"shape_p_2_a_ch_1":2.93473,"skew_inten_ch_1":0.64356,"skew_inten_ch_3":1.44644,"skew_inten_ch_4":0.71908,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":9489,"total_inten_ch_2":7887,"total_inten_ch_3":2153,"total_inten_ch_4":2958,"var_inten_ch_1":21.09859,"var_inten_ch_3":8.46489,"var_inten_ch_4":8.20505,"width_ch_1":14.20745}
{"case":"Train","class":"PS","angle_ch_1":93.40566,"area_ch_1":180,"avg_inten_ch_1":63.94186,"avg_inten_ch_2":4.62791,"avg_inten_ch_3":171.23256,"avg_inten_ch_4":5.0814,"convex_hull_area_ratio_ch_1":1.21629,"convex_hull_perim_ratio_ch_1":0.97797,"diff_inten_density_ch_1":45.52843,"diff_inten_density_ch_3":89.51505,"diff_inten_density_ch_4":9.04682,"entropy_inten_ch_1":6.17907,"entropy_inten_ch_3":6.80976,"entropy_inten_ch_4":2.22303,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":6.76993,"eq_ellipse_oblate_vol_ch_1":480.0718,"eq_ellipse_prolate_vol_ch_1":70.91241,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.84822,"fiber_align_2_ch_4":1.60645,"fiber_length_ch_1":37.49728,"fiber_width_ch_1":4.97575,"inten_cooc_asm_ch_3":0.00923,"inten_cooc_asm_ch_4":0.392,"inten_cooc_contrast_ch_3":15.76585,"inten_cooc_contrast_ch_4":2.29941,"inten_cooc_entropy_ch_3":6.98856,"inten_cooc_entropy_ch_4":2.83998,"inten_cooc_max_ch_3":0.02439,"inten_cooc_max_ch_4":0.62805,"kurt_inten_ch_1":-0.62434,"kurt_inten_ch_3":-1.02499,"kurt_inten_ch_4":9.72712,"length_ch_1":38.05733,"neighbor_avg_dist_ch_1":277.78531,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":127.27758,"perim_ch_1":84.94605,"shape_bfr_ch_1":0.64572,"shape_lwr_ch_1":5.18742,"shape_p_2_a_ch_1":3.07762,"skew_inten_ch_1":-0.09733,"skew_inten_ch_3":-0.38087,"skew_inten_ch_4":2.92767,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":10998,"total_inten_ch_2":625,"total_inten_ch_3":29452,"total_inten_ch_4":874,"var_inten_ch_1":29.20869,"var_inten_ch_3":87.83251,"var_inten_ch_4":11.09443,"width_ch_1":7.33647}
{"case":"Train","class":"PS","angle_ch_1":93.53109,"area_ch_1":1271,"avg_inten_ch_1":117.91921,"avg_inten_ch_2":20.57626,"avg_inten_ch_3":15.45672,"avg_inten_ch_4":14.4526,"convex_hull_area_ratio_ch_1":1.84278,"convex_hull_perim_ratio_ch_1":0.85124,"diff_inten_density_ch_1":66.4407,"diff_inten_density_ch_3":20.4407,"diff_inten_density_ch_4":14.37681,"entropy_inten_ch_1":7.8496,"entropy_inten_ch_3":3.88952,"entropy_inten_ch_4":3.35448,"eq_circ_diam_ch_1":40.23506,"eq_ellipse_lwr_ch_1":2.83636,"eq_ellipse_oblate_vol_ch_1":5819.59892,"eq_ellipse_prolate_vol_ch_1":2051.78783,"eq_sphere_area_ch_1":5085.79819,"eq_sphere_vol_ch_1":34104.56363,"fiber_align_2_ch_3":1.47393,"fiber_align_2_ch_4":1.03812,"fiber_length_ch_1":107.41694,"fiber_width_ch_1":12.22691,"inten_cooc_asm_ch_3":0.09016,"inten_cooc_asm_ch_4":0.15784,"inten_cooc_contrast_ch_3":13.79843,"inten_cooc_contrast_ch_4":8.58538,"inten_cooc_entropy_ch_3":5.48694,"inten_cooc_entropy_ch_4":4.39621,"inten_cooc_max_ch_3":0.29488,"inten_cooc_max_ch_4":0.38768,"kurt_inten_ch_1":-0.39885,"kurt_inten_ch_3":34.52698,"kurt_inten_ch_4":6.99836,"length_ch_1":83.33864,"neighbor_avg_dist_ch_1":203.63329,"neighbor_min_dist_ch_1":47.68139,"neighbor_var_dist_ch_1":93.03262,"perim_ch_1":239.2877,"shape_bfr_ch_1":0.39781,"shape_lwr_ch_1":2.17307,"shape_p_2_a_ch_1":3.46928,"skew_inten_ch_1":0.55058,"skew_inten_ch_3":5.59854,"skew_inten_ch_4":2.78093,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":22,"total_inten_ch_1":143036,"total_inten_ch_2":23747,"total_inten_ch_3":18749,"total_inten_ch_4":17531,"var_inten_ch_1":70.04974,"var_inten_ch_3":50.10264,"var_inten_ch_4":34.96601,"width_ch_1":38.35062}
{"case":"Train","class":"PS","angle_ch_1":56.90506,"area_ch_1":222,"avg_inten_ch_1":109.54717,"avg_inten_ch_2":244.23585,"avg_inten_ch_3":78.04245,"avg_inten_ch_4":122.2783,"convex_hull_area_ratio_ch_1":1.05817,"convex_hull_perim_ratio_ch_1":0.95405,"diff_inten_density_ch_1":58.89147,"diff_inten_density_ch_3":57.23773,"diff_inten_density_ch_4":70.02842,"entropy_inten_ch_1":6.91517,"entropy_inten_ch_3":6.09821,"entropy_inten_ch_4":5.68075,"eq_circ_diam_ch_1":16.82063,"eq_ellipse_lwr_ch_1":1.48435,"eq_ellipse_oblate_vol_ch_1":307.60489,"eq_ellipse_prolate_vol_ch_1":207.2323,"eq_sphere_area_ch_1":888.86168,"eq_sphere_vol_ch_1":2491.86831,"fiber_align_2_ch_3":1.57525,"fiber_align_2_ch_4":1.53222,"fiber_length_ch_1":17.88632,"fiber_width_ch_1":13.0977,"inten_cooc_asm_ch_3":0.0371,"inten_cooc_asm_ch_4":0.06618,"inten_cooc_contrast_ch_3":9.8754,"inten_cooc_contrast_ch_4":3.25629,"inten_cooc_entropy_ch_3":6.39656,"inten_cooc_entropy_ch_4":5.63753,"inten_cooc_max_ch_3":0.18229,"inten_cooc_max_ch_4":0.24615,"kurt_inten_ch_1":-0.79887,"kurt_inten_ch_3":-0.23411,"kurt_inten_ch_4":-0.81052,"length_ch_1":20.69211,"neighbor_avg_dist_ch_1":240.32859,"neighbor_min_dist_ch_1":29.54892,"neighbor_var_dist_ch_1":121.36821,"perim_ch_1":61.96803,"shape_bfr_ch_1":0.72359,"shape_lwr_ch_1":1.39421,"shape_p_2_a_ch_1":1.30439,"skew_inten_ch_1":0.40773,"skew_inten_ch_3":0.60215,"skew_inten_ch_4":0.67295,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":23224,"total_inten_ch_2":51567,"total_inten_ch_3":16545,"total_inten_ch_4":25923,"var_inten_ch_1":65.57397,"var_inten_ch_3":67.14152,"var_inten_ch_4":125.95504,"width_ch_1":14.84148}
{"case":"Test","class":"PS","angle_ch_1":110.19938,"area_ch_1":236,"avg_inten_ch_1":77.29204,"avg_inten_ch_2":218.9469,"avg_inten_ch_3":23.61504,"avg_inten_ch_4":19.20354,"convex_hull_area_ratio_ch_1":1.08746,"convex_hull_perim_ratio_ch_1":0.96079,"diff_inten_density_ch_1":56.5122,"diff_inten_density_ch_3":23.3561,"diff_inten_density_ch_4":24.02927,"entropy_inten_ch_1":6.85913,"entropy_inten_ch_3":3.03049,"entropy_inten_ch_4":3.06958,"eq_circ_diam_ch_1":17.36715,"eq_ellipse_lwr_ch_1":2.63392,"eq_ellipse_oblate_vol_ch_1":451.00893,"eq_ellipse_prolate_vol_ch_1":171.23135,"eq_sphere_area_ch_1":947.56009,"eq_sphere_vol_ch_1":2742.73567,"fiber_align_2_ch_3":1.62729,"fiber_align_2_ch_4":1.8839,"fiber_length_ch_1":26.51052,"fiber_width_ch_1":9.38051,"inten_cooc_asm_ch_3":0.3798,"inten_cooc_asm_ch_4":0.35057,"inten_cooc_contrast_ch_3":1.29321,"inten_cooc_contrast_ch_4":2.33,"inten_cooc_entropy_ch_3":2.94426,"inten_cooc_entropy_ch_4":3.20878,"inten_cooc_max_ch_3":0.61429,"inten_cooc_max_ch_4":0.595,"kurt_inten_ch_1":-0.20322,"kurt_inten_ch_3":2.92631,"kurt_inten_ch_4":1.98201,"length_ch_1":29.224,"neighbor_avg_dist_ch_1":184.01681,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":91.17421,"perim_ch_1":71.78205,"shape_bfr_ch_1":0.64895,"shape_lwr_ch_1":2.33961,"shape_p_2_a_ch_1":1.64883,"skew_inten_ch_1":0.60007,"skew_inten_ch_3":1.93928,"skew_inten_ch_4":1.72017,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17468,"total_inten_ch_2":49257,"total_inten_ch_3":5337,"total_inten_ch_4":4340,"var_inten_ch_1":47.08215,"var_inten_ch_3":43.69532,"var_inten_ch_4":33.12838,"width_ch_1":12.49095}
{"case":"Train","class":"PS","angle_ch_1":21.15023,"area_ch_1":191,"avg_inten_ch_1":58.03279,"avg_inten_ch_2":319.06011,"avg_inten_ch_3":92.77049,"avg_inten_ch_4":84.19672,"convex_hull_area_ratio_ch_1":1.09518,"convex_hull_perim_ratio_ch_1":0.93161,"diff_inten_density_ch_1":57.96364,"diff_inten_density_ch_3":95.00606,"diff_inten_density_ch_4":44.33939,"entropy_inten_ch_1":6.44092,"entropy_inten_ch_3":6.17425,"entropy_inten_ch_4":6.61297,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":1.64007,"eq_ellipse_oblate_vol_ch_1":259.3164,"eq_ellipse_prolate_vol_ch_1":158.11256,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.35545,"fiber_align_2_ch_4":1.4908,"fiber_length_ch_1":22.18972,"fiber_width_ch_1":9.05778,"inten_cooc_asm_ch_3":0.02066,"inten_cooc_asm_ch_4":0.01133,"inten_cooc_contrast_ch_3":14.33786,"inten_cooc_contrast_ch_4":7.56587,"inten_cooc_entropy_ch_3":6.78091,"inten_cooc_entropy_ch_4":6.81747,"inten_cooc_max_ch_3":0.1227,"inten_cooc_max_ch_4":0.03681,"kurt_inten_ch_1":1.62958,"kurt_inten_ch_3":3.6792,"kurt_inten_ch_4":-1.08043,"length_ch_1":22.42151,"neighbor_avg_dist_ch_1":184.58672,"neighbor_min_dist_ch_1":19.55985,"neighbor_var_dist_ch_1":87.20328,"perim_ch_1":62.495,"shape_bfr_ch_1":0.59994,"shape_lwr_ch_1":1.57234,"shape_p_2_a_ch_1":1.54634,"skew_inten_ch_1":1.21505,"skew_inten_ch_3":1.73767,"skew_inten_ch_4":0.43617,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10620,"total_inten_ch_2":58206,"total_inten_ch_3":16977,"total_inten_ch_4":15408,"var_inten_ch_1":46.23909,"var_inten_ch_3":98.48809,"var_inten_ch_4":59.21642,"width_ch_1":14.25999}
{"case":"Test","class":"PS","angle_ch_1":141.11554,"area_ch_1":247,"avg_inten_ch_1":97.94068,"avg_inten_ch_2":10.08898,"avg_inten_ch_3":244.33898,"avg_inten_ch_4":42.54661,"convex_hull_area_ratio_ch_1":1.13917,"convex_hull_perim_ratio_ch_1":0.8528,"diff_inten_density_ch_1":76.06888,"diff_inten_density_ch_3":195.35629,"diff_inten_density_ch_4":39.61283,"entropy_inten_ch_1":6.81019,"entropy_inten_ch_3":6.6179,"entropy_inten_ch_4":4.81918,"eq_circ_diam_ch_1":17.74722,"eq_ellipse_lwr_ch_1":1.65888,"eq_ellipse_oblate_vol_ch_1":381.94218,"eq_ellipse_prolate_vol_ch_1":230.24038,"eq_sphere_area_ch_1":989.48753,"eq_sphere_vol_ch_1":2926.77475,"fiber_align_2_ch_3":1.16336,"fiber_align_2_ch_4":1.73773,"fiber_length_ch_1":32.11355,"fiber_width_ch_1":8.20896,"inten_cooc_asm_ch_3":0.01797,"inten_cooc_asm_ch_4":0.10658,"inten_cooc_contrast_ch_3":11.44831,"inten_cooc_contrast_ch_4":5.18919,"inten_cooc_entropy_ch_3":6.74097,"inten_cooc_entropy_ch_4":5.31892,"inten_cooc_max_ch_3":0.11321,"inten_cooc_max_ch_4":0.33014,"kurt_inten_ch_1":0.01911,"kurt_inten_ch_3":0.9864,"kurt_inten_ch_4":1.48403,"length_ch_1":25.73367,"neighbor_avg_dist_ch_1":161.68083,"neighbor_min_dist_ch_1":33.0803,"neighbor_var_dist_ch_1":66.14947,"perim_ch_1":80.64502,"shape_bfr_ch_1":0.59637,"shape_lwr_ch_1":1.59649,"shape_p_2_a_ch_1":1.96321,"skew_inten_ch_1":0.85291,"skew_inten_ch_3":1.03476,"skew_inten_ch_4":1.38435,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":23114,"total_inten_ch_2":2146,"total_inten_ch_3":57664,"total_inten_ch_4":10041,"var_inten_ch_1":82.67476,"var_inten_ch_3":225.10032,"var_inten_ch_4":53.42151,"width_ch_1":16.11889}
{"case":"Train","class":"PS","angle_ch_1":16.43142,"area_ch_1":167,"avg_inten_ch_1":162.725,"avg_inten_ch_2":187.88125,"avg_inten_ch_3":335.3125,"avg_inten_ch_4":886.8375,"convex_hull_area_ratio_ch_1":1.34222,"convex_hull_perim_ratio_ch_1":0.89552,"diff_inten_density_ch_1":107.24823,"diff_inten_density_ch_3":230.29078,"diff_inten_density_ch_4":518.8227,"entropy_inten_ch_1":6.84834,"entropy_inten_ch_3":6.1768,"entropy_inten_ch_4":6.93407,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":1.98397,"eq_ellipse_oblate_vol_ch_1":233.16808,"eq_ellipse_prolate_vol_ch_1":117.526,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.3799,"fiber_align_2_ch_4":1.47912,"fiber_length_ch_1":26.66055,"fiber_width_ch_1":6.63457,"inten_cooc_asm_ch_3":0.02772,"inten_cooc_asm_ch_4":0.01087,"inten_cooc_contrast_ch_3":3.96479,"inten_cooc_contrast_ch_4":13.00387,"inten_cooc_entropy_ch_3":6.11929,"inten_cooc_entropy_ch_4":6.90581,"inten_cooc_max_ch_3":0.14085,"inten_cooc_max_ch_4":0.05634,"kurt_inten_ch_1":2.42589,"kurt_inten_ch_3":1.14339,"kurt_inten_ch_4":-0.84315,"length_ch_1":22.24634,"neighbor_avg_dist_ch_1":165.85815,"neighbor_min_dist_ch_1":36.65753,"neighbor_var_dist_ch_1":76.83445,"perim_ch_1":66.59024,"shape_bfr_ch_1":0.55548,"shape_lwr_ch_1":1.63919,"shape_p_2_a_ch_1":1.99493,"skew_inten_ch_1":1.52527,"skew_inten_ch_3":1.26944,"skew_inten_ch_4":-0.08754,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":26036,"total_inten_ch_2":29902,"total_inten_ch_3":53650,"total_inten_ch_4":141894,"var_inten_ch_1":137.7529,"var_inten_ch_3":356.79925,"var_inten_ch_4":499.32403,"width_ch_1":13.57153}
{"case":"Test","class":"WS","angle_ch_1":90,"area_ch_1":161,"avg_inten_ch_1":499.44156,"avg_inten_ch_2":538.44156,"avg_inten_ch_3":59.22078,"avg_inten_ch_4":502.30519,"convex_hull_area_ratio_ch_1":1.01227,"convex_hull_perim_ratio_ch_1":0.98498,"diff_inten_density_ch_1":185.28674,"diff_inten_density_ch_3":39.21505,"diff_inten_density_ch_4":198.13262,"entropy_inten_ch_1":7.11413,"entropy_inten_ch_3":5.76672,"entropy_inten_ch_4":7.08497,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.176,"eq_ellipse_oblate_vol_ch_1":169.51415,"eq_ellipse_prolate_vol_ch_1":144.1449,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.56822,"fiber_align_2_ch_4":1.1885,"fiber_length_ch_1":12.14644,"fiber_width_ch_1":12.14644,"inten_cooc_asm_ch_3":0.02794,"inten_cooc_asm_ch_4":0.0085,"inten_cooc_contrast_ch_3":8.39994,"inten_cooc_contrast_ch_4":11.34289,"inten_cooc_entropy_ch_3":6.40376,"inten_cooc_entropy_ch_4":7.09088,"inten_cooc_max_ch_3":0.14493,"inten_cooc_max_ch_4":0.02899,"kurt_inten_ch_1":-0.83137,"kurt_inten_ch_3":0.18024,"kurt_inten_ch_4":-0.70413,"length_ch_1":16.38095,"neighbor_avg_dist_ch_1":282.16563,"neighbor_min_dist_ch_1":53.67926,"neighbor_var_dist_ch_1":111.59109,"perim_ch_1":48.58575,"shape_bfr_ch_1":0.74038,"shape_lwr_ch_1":1.23077,"shape_p_2_a_ch_1":1.09946,"skew_inten_ch_1":-0.06861,"skew_inten_ch_3":0.77408,"skew_inten_ch_4":0.23514,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":76914,"total_inten_ch_2":82767,"total_inten_ch_3":9120,"total_inten_ch_4":77355,"var_inten_ch_1":226.58254,"var_inten_ch_3":50.73156,"var_inten_ch_4":217.2731,"width_ch_1":13.30952}
{"case":"Train","class":"PS","angle_ch_1":119.72677,"area_ch_1":289,"avg_inten_ch_1":26.19203,"avg_inten_ch_2":4.27899,"avg_inten_ch_3":34.08333,"avg_inten_ch_4":14.25362,"convex_hull_area_ratio_ch_1":1.08646,"convex_hull_perim_ratio_ch_1":0.88423,"diff_inten_density_ch_1":41.95276,"diff_inten_density_ch_3":23.83465,"diff_inten_density_ch_4":17.59843,"entropy_inten_ch_1":5.70106,"entropy_inten_ch_3":5.95406,"entropy_inten_ch_4":4.29807,"eq_circ_diam_ch_1":19.19238,"eq_ellipse_lwr_ch_1":1.21998,"eq_ellipse_oblate_vol_ch_1":414.24875,"eq_ellipse_prolate_vol_ch_1":339.55423,"eq_sphere_area_ch_1":1157.19728,"eq_sphere_vol_ch_1":3701.56107,"fiber_align_2_ch_3":1.02036,"fiber_align_2_ch_4":1.56902,"fiber_length_ch_1":27.71066,"fiber_width_ch_1":10.82772,"inten_cooc_asm_ch_3":0.00694,"inten_cooc_asm_ch_4":0.08289,"inten_cooc_contrast_ch_3":17.9778,"inten_cooc_contrast_ch_4":8.90408,"inten_cooc_entropy_ch_3":7.56519,"inten_cooc_entropy_ch_4":5.62723,"inten_cooc_max_ch_3":0.032,"inten_cooc_max_ch_4":0.28295,"kurt_inten_ch_1":-0.36738,"kurt_inten_ch_3":-0.00168,"kurt_inten_ch_4":0.13946,"length_ch_1":25.77799,"neighbor_avg_dist_ch_1":274.02045,"neighbor_min_dist_ch_1":33.01687,"neighbor_var_dist_ch_1":117.00357,"perim_ch_1":77.07675,"shape_bfr_ch_1":0.57016,"shape_lwr_ch_1":1.30964,"shape_p_2_a_ch_1":1.57562,"skew_inten_ch_1":0.52594,"skew_inten_ch_3":0.33961,"skew_inten_ch_4":1.06349,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7229,"total_inten_ch_2":906,"total_inten_ch_3":9407,"total_inten_ch_4":3934,"var_inten_ch_1":19.58878,"var_inten_ch_3":20.36257,"var_inten_ch_4":16.96354,"width_ch_1":19.68333}
{"case":"Train","class":"WS","angle_ch_1":39.97676,"area_ch_1":644,"avg_inten_ch_1":23.42276,"avg_inten_ch_2":128.33496,"avg_inten_ch_3":44.69919,"avg_inten_ch_4":98.95285,"convex_hull_area_ratio_ch_1":1.13401,"convex_hull_perim_ratio_ch_1":0.84653,"diff_inten_density_ch_1":38.74177,"diff_inten_density_ch_3":37.97054,"diff_inten_density_ch_4":73.93068,"entropy_inten_ch_1":5.48039,"entropy_inten_ch_3":5.61722,"entropy_inten_ch_4":6.56154,"eq_circ_diam_ch_1":28.64915,"eq_ellipse_lwr_ch_1":1.40284,"eq_ellipse_oblate_vol_ch_1":1477.538,"eq_ellipse_prolate_vol_ch_1":1053.24593,"eq_sphere_area_ch_1":2578.53741,"eq_sphere_vol_ch_1":12312.15203,"fiber_align_2_ch_3":1.53444,"fiber_align_2_ch_4":1.60912,"fiber_length_ch_1":46.84389,"fiber_width_ch_1":14.27598,"inten_cooc_asm_ch_3":0.08071,"inten_cooc_asm_ch_4":0.04418,"inten_cooc_contrast_ch_3":5.79968,"inten_cooc_contrast_ch_4":7.76596,"inten_cooc_entropy_ch_3":5.8464,"inten_cooc_entropy_ch_4":6.46322,"inten_cooc_max_ch_3":0.27461,"inten_cooc_max_ch_4":0.19862,"kurt_inten_ch_1":1.94488,"kurt_inten_ch_3":3.09461,"kurt_inten_ch_4":0.11017,"length_ch_1":35.80456,"neighbor_avg_dist_ch_1":161.71581,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":74.86014,"perim_ch_1":122.23975,"shape_bfr_ch_1":0.69012,"shape_lwr_ch_1":1.37242,"shape_p_2_a_ch_1":1.77809,"skew_inten_ch_1":1.19836,"skew_inten_ch_3":1.60727,"skew_inten_ch_4":0.89351,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":14405,"total_inten_ch_2":78312,"total_inten_ch_3":27490,"total_inten_ch_4":60856,"var_inten_ch_1":23.19392,"var_inten_ch_3":53.23614,"var_inten_ch_4":96.92308,"width_ch_1":26.08862}
{"case":"Train","class":"PS","angle_ch_1":25.77752,"area_ch_1":222,"avg_inten_ch_1":545.22642,"avg_inten_ch_2":465.86321,"avg_inten_ch_3":32.33962,"avg_inten_ch_4":171.92453,"convex_hull_area_ratio_ch_1":1.04289,"convex_hull_perim_ratio_ch_1":0.9707,"diff_inten_density_ch_1":184.7892,"diff_inten_density_ch_3":38.79949,"diff_inten_density_ch_4":107.10797,"entropy_inten_ch_1":7.55099,"entropy_inten_ch_3":4.04457,"entropy_inten_ch_4":4.87404,"eq_circ_diam_ch_1":16.82063,"eq_ellipse_lwr_ch_1":1.09803,"eq_ellipse_oblate_vol_ch_1":264.56443,"eq_ellipse_prolate_vol_ch_1":240.94572,"eq_sphere_area_ch_1":888.86168,"eq_sphere_vol_ch_1":2491.86831,"fiber_align_2_ch_3":1.90854,"fiber_align_2_ch_4":1.19246,"fiber_length_ch_1":15.06793,"fiber_width_ch_1":15.06793,"inten_cooc_asm_ch_3":0.17286,"inten_cooc_asm_ch_4":0.16558,"inten_cooc_contrast_ch_3":5.19995,"inten_cooc_contrast_ch_4":2.6216,"inten_cooc_entropy_ch_3":4.46821,"inten_cooc_entropy_ch_4":4.62596,"inten_cooc_max_ch_3":0.41237,"inten_cooc_max_ch_4":0.40206,"kurt_inten_ch_1":-0.98041,"kurt_inten_ch_3":6.94289,"kurt_inten_ch_4":1.04847,"length_ch_1":19.67989,"neighbor_avg_dist_ch_1":196.916,"neighbor_min_dist_ch_1":16.66641,"neighbor_var_dist_ch_1":88.78584,"perim_ch_1":60.27173,"shape_bfr_ch_1":0.61765,"shape_lwr_ch_1":1.07651,"shape_p_2_a_ch_1":1.2451,"skew_inten_ch_1":-0.00314,"skew_inten_ch_3":2.3829,"skew_inten_ch_4":1.28704,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":115588,"total_inten_ch_2":98552,"total_inten_ch_3":6856,"total_inten_ch_4":36448,"var_inten_ch_1":276.20449,"var_inten_ch_3":55.25932,"var_inten_ch_4":217.3467,"width_ch_1":18.28127}
{"case":"Test","class":"PS","angle_ch_1":96.9668,"area_ch_1":173,"avg_inten_ch_1":101.91566,"avg_inten_ch_2":494.90964,"avg_inten_ch_3":152.39759,"avg_inten_ch_4":627.6747,"convex_hull_area_ratio_ch_1":1.03319,"convex_hull_perim_ratio_ch_1":0.96953,"diff_inten_density_ch_1":58.42384,"diff_inten_density_ch_3":92.78808,"diff_inten_density_ch_4":248.57616,"entropy_inten_ch_1":6.63901,"entropy_inten_ch_3":6.82453,"entropy_inten_ch_4":7.20932,"eq_circ_diam_ch_1":14.88429,"eq_ellipse_lwr_ch_1":1.18107,"eq_ellipse_oblate_vol_ch_1":190.11748,"eq_ellipse_prolate_vol_ch_1":160.97014,"eq_sphere_area_ch_1":695.99546,"eq_sphere_vol_ch_1":1726.56697,"fiber_align_2_ch_3":1.64903,"fiber_align_2_ch_4":1.92008,"fiber_length_ch_1":13.00212,"fiber_width_ch_1":13.00212,"inten_cooc_asm_ch_3":0.01087,"inten_cooc_asm_ch_4":0.00799,"inten_cooc_contrast_ch_3":6.08566,"inten_cooc_contrast_ch_4":14.86838,"inten_cooc_entropy_ch_3":6.78544,"inten_cooc_entropy_ch_4":7.19087,"inten_cooc_max_ch_3":0.03289,"inten_cooc_max_ch_4":0.02667,"kurt_inten_ch_1":0.92153,"kurt_inten_ch_3":1.36993,"kurt_inten_ch_4":-0.80617,"length_ch_1":17.12928,"neighbor_avg_dist_ch_1":192.72523,"neighbor_min_dist_ch_1":48.12994,"neighbor_var_dist_ch_1":71.63117,"perim_ch_1":52.00849,"shape_bfr_ch_1":0.71511,"shape_lwr_ch_1":1.20589,"shape_p_2_a_ch_1":1.18529,"skew_inten_ch_1":0.96716,"skew_inten_ch_3":1.3757,"skew_inten_ch_4":0.16295,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":16918,"total_inten_ch_2":81990,"total_inten_ch_3":25298,"total_inten_ch_4":104194,"var_inten_ch_1":56.07777,"var_inten_ch_3":138.71032,"var_inten_ch_4":225.12233,"width_ch_1":14.20471}
{"case":"Test","class":"WS","angle_ch_1":71.38563,"area_ch_1":170,"avg_inten_ch_1":229.70552,"avg_inten_ch_2":320.3865,"avg_inten_ch_3":52.96319,"avg_inten_ch_4":184.92638,"convex_hull_area_ratio_ch_1":1.01754,"convex_hull_perim_ratio_ch_1":0.98517,"diff_inten_density_ch_1":93.73401,"diff_inten_density_ch_3":50.07071,"diff_inten_density_ch_4":108.17172,"entropy_inten_ch_1":7.05726,"entropy_inten_ch_3":5.41515,"entropy_inten_ch_4":5.79979,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":1.07629,"eq_ellipse_oblate_vol_ch_1":176.59087,"eq_ellipse_prolate_vol_ch_1":164.07321,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.09037,"fiber_align_2_ch_4":1.47343,"fiber_length_ch_1":12.4463,"fiber_width_ch_1":12.4463,"inten_cooc_asm_ch_3":0.05927,"inten_cooc_asm_ch_4":0.0544,"inten_cooc_contrast_ch_3":10.23562,"inten_cooc_contrast_ch_4":5.22327,"inten_cooc_entropy_ch_3":5.93378,"inten_cooc_entropy_ch_4":5.84819,"inten_cooc_max_ch_3":0.2349,"inten_cooc_max_ch_4":0.21622,"kurt_inten_ch_1":-0.94267,"kurt_inten_ch_3":1.65372,"kurt_inten_ch_4":-0.82538,"length_ch_1":15.87111,"neighbor_avg_dist_ch_1":210.90559,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":104.54247,"perim_ch_1":49.78521,"shape_bfr_ch_1":0.69254,"shape_lwr_ch_1":1.02102,"shape_p_2_a_ch_1":1.10041,"skew_inten_ch_1":0.0395,"skew_inten_ch_3":1.28244,"skew_inten_ch_4":0.37775,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":37442,"total_inten_ch_2":52061,"total_inten_ch_3":8633,"total_inten_ch_4":30143,"var_inten_ch_1":107.07299,"var_inten_ch_3":55.80343,"var_inten_ch_4":160.20813,"width_ch_1":15.54432}
{"case":"Test","class":"PS","angle_ch_1":40.07612,"area_ch_1":204,"avg_inten_ch_1":74.86154,"avg_inten_ch_2":111.11795,"avg_inten_ch_3":134.11282,"avg_inten_ch_4":586.53333,"convex_hull_area_ratio_ch_1":1.23786,"convex_hull_perim_ratio_ch_1":0.93088,"diff_inten_density_ch_1":60.61383,"diff_inten_density_ch_3":99.85879,"diff_inten_density_ch_4":305.44957,"entropy_inten_ch_1":6.66972,"entropy_inten_ch_3":6.17332,"entropy_inten_ch_4":7.2559,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":2.50175,"eq_ellipse_oblate_vol_ch_1":352.2858,"eq_ellipse_prolate_vol_ch_1":140.81593,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.40108,"fiber_align_2_ch_4":1.70812,"fiber_length_ch_1":30.3006,"fiber_width_ch_1":7.12614,"inten_cooc_asm_ch_3":0.02752,"inten_cooc_asm_ch_4":0.00794,"inten_cooc_contrast_ch_3":8.61986,"inten_cooc_contrast_ch_4":18.81774,"inten_cooc_entropy_ch_3":6.4471,"inten_cooc_entropy_ch_4":7.2515,"inten_cooc_max_ch_3":0.15517,"inten_cooc_max_ch_4":0.0289,"kurt_inten_ch_1":0.32608,"kurt_inten_ch_3":0.79658,"kurt_inten_ch_4":-0.6877,"length_ch_1":28.97512,"neighbor_avg_dist_ch_1":200.18656,"neighbor_min_dist_ch_1":33.01687,"neighbor_var_dist_ch_1":85.11499,"perim_ch_1":74.85348,"shape_bfr_ch_1":0.52968,"shape_lwr_ch_1":2.17564,"shape_p_2_a_ch_1":2.06493,"skew_inten_ch_1":0.68616,"skew_inten_ch_3":1.07252,"skew_inten_ch_4":-0.27701,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":14598,"total_inten_ch_2":21474,"total_inten_ch_3":26152,"total_inten_ch_4":114374,"var_inten_ch_1":48.3752,"var_inten_ch_3":126.88294,"var_inten_ch_4":295.39577,"width_ch_1":13.31795}
{"case":"Test","class":"PS","angle_ch_1":58.61327,"area_ch_1":600,"avg_inten_ch_1":31.82548,"avg_inten_ch_2":80.35777,"avg_inten_ch_3":36.4555,"avg_inten_ch_4":40.40838,"convex_hull_area_ratio_ch_1":1.23445,"convex_hull_perim_ratio_ch_1":0.82145,"diff_inten_density_ch_1":45.56982,"diff_inten_density_ch_3":32.65698,"diff_inten_density_ch_4":34.6776,"entropy_inten_ch_1":5.94437,"entropy_inten_ch_3":4.46412,"entropy_inten_ch_4":5.1537,"eq_circ_diam_ch_1":27.65359,"eq_ellipse_lwr_ch_1":1.77621,"eq_ellipse_oblate_vol_ch_1":1495.20261,"eq_ellipse_prolate_vol_ch_1":841.79612,"eq_sphere_area_ch_1":2402.44218,"eq_sphere_vol_ch_1":11072.69223,"fiber_align_2_ch_3":1.4534,"fiber_align_2_ch_4":1.30682,"fiber_length_ch_1":53.95614,"fiber_width_ch_1":11.55885,"inten_cooc_asm_ch_3":0.15933,"inten_cooc_asm_ch_4":0.11144,"inten_cooc_contrast_ch_3":2.99749,"inten_cooc_contrast_ch_4":5.13673,"inten_cooc_entropy_ch_3":4.56809,"inten_cooc_entropy_ch_4":5.41568,"inten_cooc_max_ch_3":0.39626,"inten_cooc_max_ch_4":0.32707,"kurt_inten_ch_1":31.43117,"kurt_inten_ch_3":4.19424,"kurt_inten_ch_4":2.28625,"length_ch_1":40.18771,"neighbor_avg_dist_ch_1":187.18802,"neighbor_min_dist_ch_1":48.81113,"neighbor_var_dist_ch_1":72.87787,"perim_ch_1":131.02996,"shape_bfr_ch_1":0.53924,"shape_lwr_ch_1":1.45002,"shape_p_2_a_ch_1":2.19065,"skew_inten_ch_1":4.35177,"skew_inten_ch_3":2.1868,"skew_inten_ch_4":1.49642,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":12,"total_inten_ch_1":18236,"total_inten_ch_2":45473,"total_inten_ch_3":20889,"total_inten_ch_4":23154,"var_inten_ch_1":39.81463,"var_inten_ch_3":65.39556,"var_inten_ch_4":51.61274,"width_ch_1":27.71526}
{"case":"Train","class":"PS","angle_ch_1":125.16739,"area_ch_1":278,"avg_inten_ch_1":81.9812,"avg_inten_ch_2":63.59398,"avg_inten_ch_3":98.44737,"avg_inten_ch_4":62.78947,"convex_hull_area_ratio_ch_1":1.34101,"convex_hull_perim_ratio_ch_1":0.74476,"diff_inten_density_ch_1":72.67797,"diff_inten_density_ch_3":87.86864,"diff_inten_density_ch_4":35.35169,"entropy_inten_ch_1":6.94018,"entropy_inten_ch_3":5.43575,"entropy_inten_ch_4":5.43548,"eq_circ_diam_ch_1":18.84148,"eq_ellipse_lwr_ch_1":2.03927,"eq_ellipse_oblate_vol_ch_1":506.73568,"eq_ellipse_prolate_vol_ch_1":248.48863,"eq_sphere_area_ch_1":1115.26984,"eq_sphere_vol_ch_1":3502.22264,"fiber_align_2_ch_3":1.31868,"fiber_align_2_ch_4":1.30481,"fiber_length_ch_1":44.70276,"fiber_width_ch_1":6.61817,"inten_cooc_asm_ch_3":0.08438,"inten_cooc_asm_ch_4":0.09218,"inten_cooc_contrast_ch_3":4.35252,"inten_cooc_contrast_ch_4":4.93722,"inten_cooc_entropy_ch_3":5.53296,"inten_cooc_entropy_ch_4":5.59807,"inten_cooc_max_ch_3":0.29707,"inten_cooc_max_ch_4":0.29707,"kurt_inten_ch_1":6.31482,"kurt_inten_ch_3":6.4827,"kurt_inten_ch_4":-1.36272,"length_ch_1":29.27411,"neighbor_avg_dist_ch_1":244.74592,"neighbor_min_dist_ch_1":38.7563,"neighbor_var_dist_ch_1":121.09376,"perim_ch_1":102.64185,"shape_bfr_ch_1":0.50424,"shape_lwr_ch_1":1.54984,"shape_p_2_a_ch_1":2.83377,"skew_inten_ch_1":2.22447,"skew_inten_ch_3":2.33478,"skew_inten_ch_4":0.32415,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":21807,"total_inten_ch_2":16651,"total_inten_ch_3":26187,"total_inten_ch_4":16702,"var_inten_ch_1":84.59903,"var_inten_ch_3":146.71511,"var_inten_ch_4":58.8403,"width_ch_1":18.88845}
{"case":"Train","class":"WS","angle_ch_1":5.5858,"area_ch_1":250,"avg_inten_ch_1":97.54393,"avg_inten_ch_2":206.41841,"avg_inten_ch_3":52.35983,"avg_inten_ch_4":22.46862,"convex_hull_area_ratio_ch_1":1.06256,"convex_hull_perim_ratio_ch_1":0.95538,"diff_inten_density_ch_1":68.13242,"diff_inten_density_ch_3":27.30137,"diff_inten_density_ch_4":21.03653,"entropy_inten_ch_1":6.74609,"entropy_inten_ch_3":4.14426,"entropy_inten_ch_4":4.66884,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":1.47606,"eq_ellipse_oblate_vol_ch_1":367.17297,"eq_ellipse_prolate_vol_ch_1":248.75173,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.09542,"fiber_align_2_ch_4":1.45511,"fiber_length_ch_1":19.20004,"fiber_width_ch_1":13.74376,"inten_cooc_asm_ch_3":0.247,"inten_cooc_asm_ch_4":0.09172,"inten_cooc_contrast_ch_3":1.22443,"inten_cooc_contrast_ch_4":6.71799,"inten_cooc_entropy_ch_3":3.84474,"inten_cooc_entropy_ch_4":5.45556,"inten_cooc_max_ch_3":0.49776,"inten_cooc_max_ch_4":0.29596,"kurt_inten_ch_1":-0.71485,"kurt_inten_ch_3":-0.58098,"kurt_inten_ch_4":0.89409,"length_ch_1":23.73477,"neighbor_avg_dist_ch_1":230.66501,"neighbor_min_dist_ch_1":30.25006,"neighbor_var_dist_ch_1":97.41466,"perim_ch_1":65.88761,"shape_bfr_ch_1":0.63575,"shape_lwr_ch_1":1.42962,"shape_p_2_a_ch_1":1.30914,"skew_inten_ch_1":0.06184,"skew_inten_ch_3":0.99678,"skew_inten_ch_4":1.21283,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":23313,"total_inten_ch_2":49096,"total_inten_ch_3":12514,"total_inten_ch_4":5370,"var_inten_ch_1":44.34372,"var_inten_ch_3":71.27286,"var_inten_ch_4":26.9957,"width_ch_1":16.60213}
{"case":"Test","class":"PS","angle_ch_1":111.65051,"area_ch_1":293,"avg_inten_ch_1":37.34286,"avg_inten_ch_2":4.43214,"avg_inten_ch_3":83.78214,"avg_inten_ch_4":54.01071,"convex_hull_area_ratio_ch_1":1.41311,"convex_hull_perim_ratio_ch_1":0.89029,"diff_inten_density_ch_1":45.38983,"diff_inten_density_ch_3":63.46186,"diff_inten_density_ch_4":43.76695,"entropy_inten_ch_1":6.13547,"entropy_inten_ch_3":6.88793,"entropy_inten_ch_4":4.33306,"eq_circ_diam_ch_1":19.33095,"eq_ellipse_lwr_ch_1":10.66522,"eq_ellipse_oblate_vol_ch_1":1251.5362,"eq_ellipse_prolate_vol_ch_1":117.34748,"eq_sphere_area_ch_1":1173.96825,"eq_sphere_vol_ch_1":3782.32064,"fiber_align_2_ch_3":1.94771,"fiber_align_2_ch_4":1.69004,"fiber_length_ch_1":68.24556,"fiber_width_ch_1":4.68451,"inten_cooc_asm_ch_3":0.0063,"inten_cooc_asm_ch_4":0.19391,"inten_cooc_contrast_ch_3":23.50022,"inten_cooc_contrast_ch_4":3.00907,"inten_cooc_entropy_ch_3":7.51293,"inten_cooc_entropy_ch_4":4.26381,"inten_cooc_max_ch_3":0.02016,"inten_cooc_max_ch_4":0.46371,"kurt_inten_ch_1":-0.30328,"kurt_inten_ch_3":-0.85085,"kurt_inten_ch_4":-0.83428,"length_ch_1":61.22086,"neighbor_avg_dist_ch_1":207.15781,"neighbor_min_dist_ch_1":29.10213,"neighbor_var_dist_ch_1":114.45749,"perim_ch_1":145.86013,"shape_bfr_ch_1":0.52545,"shape_lwr_ch_1":6.71019,"shape_p_2_a_ch_1":5.29569,"skew_inten_ch_1":0.38601,"skew_inten_ch_3":0.03963,"skew_inten_ch_4":0.86259,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10456,"total_inten_ch_2":962,"total_inten_ch_3":23459,"total_inten_ch_4":15123,"var_inten_ch_1":21.28775,"var_inten_ch_3":43.67165,"var_inten_ch_4":69.85528,"width_ch_1":9.12356}
{"case":"Train","class":"WS","angle_ch_1":74.49312,"area_ch_1":462,"avg_inten_ch_1":51.60998,"avg_inten_ch_2":173.83673,"avg_inten_ch_3":33.71655,"avg_inten_ch_4":87.92744,"convex_hull_area_ratio_ch_1":1.51776,"convex_hull_perim_ratio_ch_1":0.85625,"diff_inten_density_ch_1":51.07731,"diff_inten_density_ch_3":32.97257,"diff_inten_density_ch_4":48.27182,"entropy_inten_ch_1":6.73518,"entropy_inten_ch_3":3.48228,"entropy_inten_ch_4":6.16978,"eq_circ_diam_ch_1":24.26015,"eq_ellipse_lwr_ch_1":3.25304,"eq_ellipse_oblate_vol_ch_1":1366.23199,"eq_ellipse_prolate_vol_ch_1":419.98562,"eq_sphere_area_ch_1":1849,"eq_sphere_vol_ch_1":7476.1702,"fiber_align_2_ch_3":1.71654,"fiber_align_2_ch_4":1.5237,"fiber_length_ch_1":57.96329,"fiber_width_ch_1":8.39984,"inten_cooc_asm_ch_3":0.31374,"inten_cooc_asm_ch_4":0.064,"inten_cooc_contrast_ch_3":1.32558,"inten_cooc_contrast_ch_4":3.53318,"inten_cooc_entropy_ch_3":3.37372,"inten_cooc_entropy_ch_4":5.83403,"inten_cooc_max_ch_3":0.5679,"inten_cooc_max_ch_4":0.23951,"kurt_inten_ch_1":-0.40933,"kurt_inten_ch_3":5.77846,"kurt_inten_ch_4":-0.85245,"length_ch_1":46.25335,"neighbor_avg_dist_ch_1":214.77975,"neighbor_min_dist_ch_1":20.70527,"neighbor_var_dist_ch_1":109.01345,"perim_ch_1":132.72627,"shape_bfr_ch_1":0.45938,"shape_lwr_ch_1":2.12608,"shape_p_2_a_ch_1":2.87924,"skew_inten_ch_1":0.68978,"skew_inten_ch_3":2.55546,"skew_inten_ch_4":0.54527,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":22760,"total_inten_ch_2":76222,"total_inten_ch_3":14869,"total_inten_ch_4":38776,"var_inten_ch_1":39.48279,"var_inten_ch_3":73.19563,"var_inten_ch_4":83.09301,"width_ch_1":21.7552}
{"case":"Train","class":"PS","angle_ch_1":143.17356,"area_ch_1":177,"avg_inten_ch_1":54.00592,"avg_inten_ch_2":10.23669,"avg_inten_ch_3":127.65089,"avg_inten_ch_4":9.75148,"convex_hull_area_ratio_ch_1":1.31768,"convex_hull_perim_ratio_ch_1":0.83543,"diff_inten_density_ch_1":52.64626,"diff_inten_density_ch_3":83.82313,"diff_inten_density_ch_4":12.14286,"entropy_inten_ch_1":6.33199,"entropy_inten_ch_3":6.70367,"entropy_inten_ch_4":3.47643,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":2.16216,"eq_ellipse_oblate_vol_ch_1":264.23835,"eq_ellipse_prolate_vol_ch_1":122.21017,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.69437,"fiber_align_2_ch_4":1.7395,"fiber_length_ch_1":31.00849,"fiber_width_ch_1":6.11838,"inten_cooc_asm_ch_3":0.00996,"inten_cooc_asm_ch_4":0.17275,"inten_cooc_contrast_ch_3":10.35042,"inten_cooc_contrast_ch_4":5.06347,"inten_cooc_entropy_ch_3":6.96519,"inten_cooc_entropy_ch_4":4.56188,"inten_cooc_max_ch_3":0.03472,"inten_cooc_max_ch_4":0.42,"kurt_inten_ch_1":0.33361,"kurt_inten_ch_3":2.84901,"kurt_inten_ch_4":2.27851,"length_ch_1":24.77572,"neighbor_avg_dist_ch_1":226.34276,"neighbor_min_dist_ch_1":28.83074,"neighbor_var_dist_ch_1":121.70531,"perim_ch_1":74.25374,"shape_bfr_ch_1":0.49182,"shape_lwr_ch_1":1.70425,"shape_p_2_a_ch_1":2.31264,"skew_inten_ch_1":0.89506,"skew_inten_ch_3":1.49207,"skew_inten_ch_4":1.71164,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":9127,"total_inten_ch_2":1562,"total_inten_ch_3":21573,"total_inten_ch_4":1648,"var_inten_ch_1":39.47368,"var_inten_ch_3":105.541,"var_inten_ch_4":14.69323,"width_ch_1":14.53763}
{"case":"Test","class":"WS","angle_ch_1":51.64425,"area_ch_1":255,"avg_inten_ch_1":362.10656,"avg_inten_ch_2":373.16803,"avg_inten_ch_3":63.42213,"avg_inten_ch_4":437.60246,"convex_hull_area_ratio_ch_1":1.11303,"convex_hull_perim_ratio_ch_1":0.95648,"diff_inten_density_ch_1":137.07763,"diff_inten_density_ch_3":29.26941,"diff_inten_density_ch_4":177.22831,"entropy_inten_ch_1":7.50853,"entropy_inten_ch_3":6.19916,"entropy_inten_ch_4":7.65297,"eq_circ_diam_ch_1":18.04551,"eq_ellipse_lwr_ch_1":3.31197,"eq_ellipse_oblate_vol_ch_1":567.34772,"eq_ellipse_prolate_vol_ch_1":171.30233,"eq_sphere_area_ch_1":1023.02948,"eq_sphere_vol_ch_1":3076.84795,"fiber_align_2_ch_3":1.24131,"fiber_align_2_ch_4":1.05118,"fiber_length_ch_1":32.60415,"fiber_width_ch_1":8.39085,"inten_cooc_asm_ch_3":0.00671,"inten_cooc_asm_ch_4":0.00925,"inten_cooc_contrast_ch_3":18.10277,"inten_cooc_contrast_ch_4":8.9885,"inten_cooc_entropy_ch_3":7.52204,"inten_cooc_entropy_ch_4":7.08515,"inten_cooc_max_ch_3":0.03226,"inten_cooc_max_ch_4":0.03687,"kurt_inten_ch_1":-0.91766,"kurt_inten_ch_3":2.84407,"kurt_inten_ch_4":-0.8164,"length_ch_1":35.01844,"neighbor_avg_dist_ch_1":229.21936,"neighbor_min_dist_ch_1":33.80122,"neighbor_var_dist_ch_1":105.07317,"perim_ch_1":81.99001,"shape_bfr_ch_1":0.58706,"shape_lwr_ch_1":2.81479,"shape_p_2_a_ch_1":1.95538,"skew_inten_ch_1":-0.10242,"skew_inten_ch_3":1.19728,"skew_inten_ch_4":0.25199,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":88354,"total_inten_ch_2":90810,"total_inten_ch_3":15475,"total_inten_ch_4":106775,"var_inten_ch_1":177.75528,"var_inten_ch_3":26.3942,"var_inten_ch_4":215.5096,"width_ch_1":12.44087}
{"case":"Train","class":"WS","angle_ch_1":17.665,"area_ch_1":185,"avg_inten_ch_1":152.59322,"avg_inten_ch_2":384.29379,"avg_inten_ch_3":97.11864,"avg_inten_ch_4":222.24294,"convex_hull_area_ratio_ch_1":1.05108,"convex_hull_perim_ratio_ch_1":0.95556,"diff_inten_density_ch_1":76.23364,"diff_inten_density_ch_3":85.24922,"diff_inten_density_ch_4":148.15888,"entropy_inten_ch_1":6.86724,"entropy_inten_ch_3":5.87594,"entropy_inten_ch_4":6.13353,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.57794,"eq_ellipse_oblate_vol_ch_1":241.95083,"eq_ellipse_prolate_vol_ch_1":153.33306,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.31638,"fiber_align_2_ch_4":1.64982,"fiber_length_ch_1":16.74526,"fiber_width_ch_1":11.64286,"inten_cooc_asm_ch_3":0.03411,"inten_cooc_asm_ch_4":0.03391,"inten_cooc_contrast_ch_3":6.78564,"inten_cooc_contrast_ch_4":9.53359,"inten_cooc_entropy_ch_3":6.19706,"inten_cooc_entropy_ch_4":6.36048,"inten_cooc_max_ch_3":0.16456,"inten_cooc_max_ch_4":0.18405,"kurt_inten_ch_1":0.47364,"kurt_inten_ch_3":0.13919,"kurt_inten_ch_4":-0.98493,"length_ch_1":21.02055,"neighbor_avg_dist_ch_1":246.58707,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":133.17772,"perim_ch_1":56.77622,"shape_bfr_ch_1":0.63385,"shape_lwr_ch_1":1.50959,"shape_p_2_a_ch_1":1.31574,"skew_inten_ch_1":0.43702,"skew_inten_ch_3":1.02881,"skew_inten_ch_4":0.36015,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":27009,"total_inten_ch_2":67844,"total_inten_ch_3":17190,"total_inten_ch_4":39337,"var_inten_ch_1":72.31494,"var_inten_ch_3":107.73452,"var_inten_ch_4":184.14764,"width_ch_1":13.92464}
{"case":"Test","class":"PS","angle_ch_1":69.98052,"area_ch_1":153,"avg_inten_ch_1":219.39041,"avg_inten_ch_2":66.90411,"avg_inten_ch_3":521.91781,"avg_inten_ch_4":367.15753,"convex_hull_area_ratio_ch_1":1.26045,"convex_hull_perim_ratio_ch_1":0.91693,"diff_inten_density_ch_1":180.17969,"diff_inten_density_ch_3":420.82812,"diff_inten_density_ch_4":234.49219,"entropy_inten_ch_1":6.91068,"entropy_inten_ch_3":6.87476,"entropy_inten_ch_4":5.68637,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.96587,"eq_ellipse_oblate_vol_ch_1":202.31482,"eq_ellipse_prolate_vol_ch_1":102.91388,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.36167,"fiber_align_2_ch_4":1.7113,"fiber_length_ch_1":24.50947,"fiber_width_ch_1":6.6502,"inten_cooc_asm_ch_3":0.00909,"inten_cooc_asm_ch_4":0.04847,"inten_cooc_contrast_ch_3":11.03156,"inten_cooc_contrast_ch_4":11.8815,"inten_cooc_entropy_ch_3":7.00514,"inten_cooc_entropy_ch_4":5.97789,"inten_cooc_max_ch_3":0.03077,"inten_cooc_max_ch_4":0.22308,"kurt_inten_ch_1":0.29463,"kurt_inten_ch_3":0.63432,"kurt_inten_ch_4":-1.05813,"length_ch_1":23.09434,"neighbor_avg_dist_ch_1":199.60324,"neighbor_min_dist_ch_1":13.92532,"neighbor_var_dist_ch_1":93.6659,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.49506,"shape_lwr_ch_1":1.72535,"shape_p_2_a_ch_1":1.89611,"skew_inten_ch_1":1.08333,"skew_inten_ch_3":1.14354,"skew_inten_ch_4":-0.04607,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":32031,"total_inten_ch_2":9623,"total_inten_ch_3":76200,"total_inten_ch_4":53605,"var_inten_ch_1":179.57707,"var_inten_ch_3":436.98013,"var_inten_ch_4":270.2427,"width_ch_1":13.38534}
{"case":"Train","class":"PS","angle_ch_1":162.39738,"area_ch_1":228,"avg_inten_ch_1":27.57798,"avg_inten_ch_2":20.99083,"avg_inten_ch_3":14.56881,"avg_inten_ch_4":21.37615,"convex_hull_area_ratio_ch_1":1.20216,"convex_hull_perim_ratio_ch_1":0.85702,"diff_inten_density_ch_1":45.11311,"diff_inten_density_ch_3":24.45501,"diff_inten_density_ch_4":27.43188,"entropy_inten_ch_1":5.78656,"entropy_inten_ch_3":4.47711,"entropy_inten_ch_4":5.39229,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":1.42595,"eq_ellipse_oblate_vol_ch_1":314.38275,"eq_ellipse_prolate_vol_ch_1":220.47222,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.9259,"fiber_align_2_ch_4":1,"fiber_length_ch_1":30.38545,"fiber_width_ch_1":7.97727,"inten_cooc_asm_ch_3":0.03734,"inten_cooc_asm_ch_4":0.00518,"inten_cooc_contrast_ch_3":29.02039,"inten_cooc_contrast_ch_4":54.84122,"inten_cooc_entropy_ch_3":6.35631,"inten_cooc_entropy_ch_4":7.77252,"inten_cooc_max_ch_3":0.17857,"inten_cooc_max_ch_4":0.01554,"kurt_inten_ch_1":-0.63509,"kurt_inten_ch_3":0.13096,"kurt_inten_ch_4":-0.08671,"length_ch_1":22.30395,"neighbor_avg_dist_ch_1":300.25944,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":132.25084,"perim_ch_1":76.72544,"shape_bfr_ch_1":0.56338,"shape_lwr_ch_1":1.22651,"shape_p_2_a_ch_1":1.93262,"skew_inten_ch_1":0.48964,"skew_inten_ch_3":0.97621,"skew_inten_ch_4":0.35304,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":6012,"total_inten_ch_2":4359,"total_inten_ch_3":3176,"total_inten_ch_4":4660,"var_inten_ch_1":20.47746,"var_inten_ch_3":15.89263,"var_inten_ch_4":13.34805,"width_ch_1":18.18492}
{"case":"Train","class":"WS","angle_ch_1":70.79692,"area_ch_1":339,"avg_inten_ch_1":148.89815,"avg_inten_ch_2":142.79012,"avg_inten_ch_3":91.57716,"avg_inten_ch_4":112.24691,"convex_hull_area_ratio_ch_1":1.1621,"convex_hull_perim_ratio_ch_1":0.92063,"diff_inten_density_ch_1":72.84925,"diff_inten_density_ch_3":88.9263,"diff_inten_density_ch_4":58.61809,"entropy_inten_ch_1":7.47378,"entropy_inten_ch_3":6.15846,"entropy_inten_ch_4":6.53373,"eq_circ_diam_ch_1":20.79442,"eq_ellipse_lwr_ch_1":2.03343,"eq_ellipse_oblate_vol_ch_1":680.22606,"eq_ellipse_prolate_vol_ch_1":334.52214,"eq_sphere_area_ch_1":1358.44898,"eq_sphere_vol_ch_1":4708.02555,"fiber_align_2_ch_3":1.03679,"fiber_align_2_ch_4":1.39983,"fiber_length_ch_1":32.81868,"fiber_width_ch_1":10.7873,"inten_cooc_asm_ch_3":0.03445,"inten_cooc_asm_ch_4":0.03371,"inten_cooc_contrast_ch_3":8.27204,"inten_cooc_contrast_ch_4":5.78592,"inten_cooc_entropy_ch_3":6.43289,"inten_cooc_entropy_ch_4":6.46584,"inten_cooc_max_ch_3":0.16832,"inten_cooc_max_ch_4":0.16667,"kurt_inten_ch_1":1.14915,"kurt_inten_ch_3":11.03619,"kurt_inten_ch_4":-1.16331,"length_ch_1":32.37279,"neighbor_avg_dist_ch_1":263.64628,"neighbor_min_dist_ch_1":31.80408,"neighbor_var_dist_ch_1":122.95714,"perim_ch_1":87.21195,"shape_bfr_ch_1":0.55088,"shape_lwr_ch_1":1.69994,"shape_p_2_a_ch_1":1.70964,"skew_inten_ch_1":0.82304,"skew_inten_ch_3":2.88507,"skew_inten_ch_4":0.16759,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":48243,"total_inten_ch_2":45941,"total_inten_ch_3":29671,"total_inten_ch_4":36368,"var_inten_ch_1":84.63271,"var_inten_ch_3":132.08708,"var_inten_ch_4":87.96833,"width_ch_1":19.04352}
{"case":"Train","class":"PS","angle_ch_1":76.48031,"area_ch_1":199,"avg_inten_ch_1":45.04211,"avg_inten_ch_2":76.80526,"avg_inten_ch_3":84.24737,"avg_inten_ch_4":131.85789,"convex_hull_area_ratio_ch_1":1.15,"convex_hull_perim_ratio_ch_1":0.92589,"diff_inten_density_ch_1":50.5132,"diff_inten_density_ch_3":79.36364,"diff_inten_density_ch_4":67.2346,"entropy_inten_ch_1":6.16683,"entropy_inten_ch_3":6.49223,"entropy_inten_ch_4":6.56685,"eq_circ_diam_ch_1":15.92396,"eq_ellipse_lwr_ch_1":1.48098,"eq_ellipse_oblate_vol_ch_1":260.69105,"eq_ellipse_prolate_vol_ch_1":176.02639,"eq_sphere_area_ch_1":796.62132,"eq_sphere_vol_ch_1":2114.2274,"fiber_align_2_ch_3":1.46259,"fiber_align_2_ch_4":1.24704,"fiber_length_ch_1":24.73038,"fiber_width_ch_1":8.47691,"inten_cooc_asm_ch_3":0.00863,"inten_cooc_asm_ch_4":0.01305,"inten_cooc_contrast_ch_3":15.70827,"inten_cooc_contrast_ch_4":7.80503,"inten_cooc_entropy_ch_3":7.28031,"inten_cooc_entropy_ch_4":6.84255,"inten_cooc_max_ch_3":0.04651,"inten_cooc_max_ch_4":0.07692,"kurt_inten_ch_1":0.91077,"kurt_inten_ch_3":0.17126,"kurt_inten_ch_4":-1.18598,"length_ch_1":20.79006,"neighbor_avg_dist_ch_1":191.79927,"neighbor_min_dist_ch_1":55.67303,"neighbor_var_dist_ch_1":75.06912,"perim_ch_1":66.41458,"shape_bfr_ch_1":0.57551,"shape_lwr_ch_1":1.24902,"shape_p_2_a_ch_1":1.67435,"skew_inten_ch_1":1.04587,"skew_inten_ch_3":0.84739,"skew_inten_ch_4":-0.13067,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8558,"total_inten_ch_2":14404,"total_inten_ch_3":16007,"total_inten_ch_4":25053,"var_inten_ch_1":35.79104,"var_inten_ch_3":70.72539,"var_inten_ch_4":87.3572,"width_ch_1":16.64507}
{"case":"Test","class":"WS","angle_ch_1":92.67352,"area_ch_1":380,"avg_inten_ch_1":405.6832,"avg_inten_ch_2":135.63636,"avg_inten_ch_3":14.63636,"avg_inten_ch_4":40.55647,"convex_hull_area_ratio_ch_1":1.09801,"convex_hull_perim_ratio_ch_1":0.94651,"diff_inten_density_ch_1":155.08593,"diff_inten_density_ch_3":23.08593,"diff_inten_density_ch_4":35.76444,"entropy_inten_ch_1":8.13114,"entropy_inten_ch_3":2.93585,"entropy_inten_ch_4":5.19419,"eq_circ_diam_ch_1":22.01038,"eq_ellipse_lwr_ch_1":1.65454,"eq_ellipse_oblate_vol_ch_1":727.64517,"eq_ellipse_prolate_vol_ch_1":439.78795,"eq_sphere_area_ch_1":1521.96599,"eq_sphere_vol_ch_1":5583.17491,"fiber_align_2_ch_3":1.43089,"fiber_align_2_ch_4":1.04462,"fiber_length_ch_1":30.57764,"fiber_width_ch_1":12.94051,"inten_cooc_asm_ch_3":0.33563,"inten_cooc_asm_ch_4":0.09609,"inten_cooc_contrast_ch_3":2.28422,"inten_cooc_contrast_ch_4":5.45681,"inten_cooc_entropy_ch_3":3.29466,"inten_cooc_entropy_ch_4":5.41517,"inten_cooc_max_ch_3":0.57658,"inten_cooc_max_ch_4":0.3003,"kurt_inten_ch_1":-0.684,"kurt_inten_ch_3":6.82711,"kurt_inten_ch_4":-0.06973,"length_ch_1":30.72861,"neighbor_avg_dist_ch_1":178.85721,"neighbor_min_dist_ch_1":24.09761,"neighbor_var_dist_ch_1":75.38793,"perim_ch_1":87.03629,"shape_bfr_ch_1":0.61458,"shape_lwr_ch_1":1.52518,"shape_p_2_a_ch_1":1.52347,"skew_inten_ch_1":0.43696,"skew_inten_ch_3":2.53501,"skew_inten_ch_4":0.98594,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":147263,"total_inten_ch_2":48874,"total_inten_ch_3":5313,"total_inten_ch_4":14722,"var_inten_ch_1":266.9796,"var_inten_ch_3":29.22875,"var_inten_ch_4":47.14323,"width_ch_1":20.14754}
{"case":"Test","class":"PS","angle_ch_1":88.40892,"area_ch_1":322,"avg_inten_ch_1":98.01299,"avg_inten_ch_2":147.12338,"avg_inten_ch_3":108.9026,"avg_inten_ch_4":60.42208,"convex_hull_area_ratio_ch_1":1.11284,"convex_hull_perim_ratio_ch_1":0.88371,"diff_inten_density_ch_1":64.20213,"diff_inten_density_ch_3":67.43972,"diff_inten_density_ch_4":52.90071,"entropy_inten_ch_1":7.06792,"entropy_inten_ch_3":4.91083,"entropy_inten_ch_4":5.85838,"eq_circ_diam_ch_1":20.27447,"eq_ellipse_lwr_ch_1":2.10873,"eq_ellipse_oblate_vol_ch_1":642.03484,"eq_ellipse_prolate_vol_ch_1":304.46449,"eq_sphere_area_ch_1":1291.36508,"eq_sphere_vol_ch_1":4363.62449,"fiber_align_2_ch_3":1.05962,"fiber_align_2_ch_4":1.04277,"fiber_length_ch_1":34.42383,"fiber_width_ch_1":9.78188,"inten_cooc_asm_ch_3":0.17267,"inten_cooc_asm_ch_4":0.05555,"inten_cooc_contrast_ch_3":2.35022,"inten_cooc_contrast_ch_4":8.95966,"inten_cooc_entropy_ch_3":4.44888,"inten_cooc_entropy_ch_4":6.20235,"inten_cooc_max_ch_3":0.41463,"inten_cooc_max_ch_4":0.22997,"kurt_inten_ch_1":0.75454,"kurt_inten_ch_3":2.9342,"kurt_inten_ch_4":0.22055,"length_ch_1":29.79274,"neighbor_avg_dist_ch_1":190.7139,"neighbor_min_dist_ch_1":30.54317,"neighbor_var_dist_ch_1":100.36398,"perim_ch_1":88.41142,"shape_bfr_ch_1":0.6918,"shape_lwr_ch_1":1.902,"shape_p_2_a_ch_1":1.84724,"skew_inten_ch_1":1.40419,"skew_inten_ch_3":1.97333,"skew_inten_ch_4":0.95824,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":30188,"total_inten_ch_2":45007,"total_inten_ch_3":33542,"total_inten_ch_4":18610,"var_inten_ch_1":105.8602,"var_inten_ch_3":184.42673,"var_inten_ch_4":60.82104,"width_ch_1":15.66392}
{"case":"Test","class":"WS","angle_ch_1":136.11898,"area_ch_1":446,"avg_inten_ch_1":51.31925,"avg_inten_ch_2":236.79108,"avg_inten_ch_3":81.60329,"avg_inten_ch_4":129.46714,"convex_hull_area_ratio_ch_1":1.18203,"convex_hull_perim_ratio_ch_1":0.87228,"diff_inten_density_ch_1":60.15617,"diff_inten_density_ch_3":85.93199,"diff_inten_density_ch_4":67.43073,"entropy_inten_ch_1":6.62524,"entropy_inten_ch_3":6.2992,"entropy_inten_ch_4":7.39797,"eq_circ_diam_ch_1":23.844,"eq_ellipse_lwr_ch_1":1.35401,"eq_ellipse_oblate_vol_ch_1":836.84853,"eq_ellipse_prolate_vol_ch_1":618.05203,"eq_sphere_area_ch_1":1786.10884,"eq_sphere_vol_ch_1":7097.99509,"fiber_align_2_ch_3":1.01674,"fiber_align_2_ch_4":1.5192,"fiber_length_ch_1":38.63755,"fiber_width_ch_1":11.92306,"inten_cooc_asm_ch_3":0.04206,"inten_cooc_asm_ch_4":0.00999,"inten_cooc_contrast_ch_3":11.4075,"inten_cooc_contrast_ch_4":7.60834,"inten_cooc_entropy_ch_3":6.53776,"inten_cooc_entropy_ch_4":7.14372,"inten_cooc_max_ch_3":0.1975,"inten_cooc_max_ch_4":0.055,"kurt_inten_ch_1":3.6476,"kurt_inten_ch_3":4.86885,"kurt_inten_ch_4":-0.62282,"length_ch_1":31.8474,"neighbor_avg_dist_ch_1":205.22626,"neighbor_min_dist_ch_1":27.1068,"neighbor_var_dist_ch_1":99.6402,"perim_ch_1":101.12121,"shape_bfr_ch_1":0.50872,"shape_lwr_ch_1":1.15552,"shape_p_2_a_ch_1":1.76634,"skew_inten_ch_1":1.70934,"skew_inten_ch_3":1.98095,"skew_inten_ch_4":0.40098,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":21862,"total_inten_ch_2":100448,"total_inten_ch_3":34763,"total_inten_ch_4":55153,"var_inten_ch_1":49.19432,"var_inten_ch_3":95.06262,"var_inten_ch_4":90.66217,"width_ch_1":27.56113}
{"case":"Test","class":"PS","angle_ch_1":10.00558,"area_ch_1":350,"avg_inten_ch_1":47.18263,"avg_inten_ch_2":1.96707,"avg_inten_ch_3":125.88024,"avg_inten_ch_4":1.18263,"convex_hull_area_ratio_ch_1":1.91413,"convex_hull_perim_ratio_ch_1":0.89084,"diff_inten_density_ch_1":48.09343,"diff_inten_density_ch_3":92.88581,"diff_inten_density_ch_4":2.86505,"entropy_inten_ch_1":6.49752,"entropy_inten_ch_3":7.33195,"entropy_inten_ch_4":0.61411,"eq_circ_diam_ch_1":21.11288,"eq_ellipse_lwr_ch_1":4.63863,"eq_ellipse_oblate_vol_ch_1":1075.31594,"eq_ellipse_prolate_vol_ch_1":231.81761,"eq_sphere_area_ch_1":1400.37642,"eq_sphere_vol_ch_1":4927.66297,"fiber_align_2_ch_3":1.72503,"fiber_align_2_ch_4":1.02902,"fiber_length_ch_1":69.01974,"fiber_width_ch_1":5.48242,"inten_cooc_asm_ch_3":0.00667,"inten_cooc_asm_ch_4":0.85473,"inten_cooc_contrast_ch_3":19.99465,"inten_cooc_contrast_ch_4":0.0739,"inten_cooc_entropy_ch_3":7.55417,"inten_cooc_entropy_ch_4":0.56878,"inten_cooc_max_ch_3":0.0298,"inten_cooc_max_ch_4":0.92715,"kurt_inten_ch_1":-0.32687,"kurt_inten_ch_3":-0.84756,"kurt_inten_ch_4":34.15791,"length_ch_1":60.43451,"neighbor_avg_dist_ch_1":173.90831,"neighbor_min_dist_ch_1":36.19713,"neighbor_var_dist_ch_1":80.76057,"perim_ch_1":149.00432,"shape_bfr_ch_1":0.35138,"shape_lwr_ch_1":3.66579,"shape_p_2_a_ch_1":4.66917,"skew_inten_ch_1":0.38752,"skew_inten_ch_3":0.32847,"skew_inten_ch_4":5.60076,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":1,"total_inten_ch_1":15759,"total_inten_ch_2":324,"total_inten_ch_3":42044,"total_inten_ch_4":395,"var_inten_ch_1":28.00138,"var_inten_ch_3":78.0331,"var_inten_ch_4":5.45473,"width_ch_1":16.4861}
{"case":"Train","class":"PS","angle_ch_1":91.55488,"area_ch_1":177,"avg_inten_ch_1":57.18343,"avg_inten_ch_2":3.46746,"avg_inten_ch_3":145.04142,"avg_inten_ch_4":6.7574,"convex_hull_area_ratio_ch_1":1.04937,"convex_hull_perim_ratio_ch_1":0.942,"diff_inten_density_ch_1":48.84,"diff_inten_density_ch_3":83.86,"diff_inten_density_ch_4":11.63333,"entropy_inten_ch_1":6.35104,"entropy_inten_ch_3":6.72163,"entropy_inten_ch_4":1.97183,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":3.33178,"eq_ellipse_oblate_vol_ch_1":328.01203,"eq_ellipse_prolate_vol_ch_1":98.44948,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.85243,"fiber_align_2_ch_4":1.70093,"fiber_length_ch_1":25.61895,"fiber_width_ch_1":7.25209,"inten_cooc_asm_ch_3":0.00997,"inten_cooc_asm_ch_4":0.48069,"inten_cooc_contrast_ch_3":15.96154,"inten_cooc_contrast_ch_4":1.11111,"inten_cooc_entropy_ch_3":6.90356,"inten_cooc_entropy_ch_4":2.33127,"inten_cooc_max_ch_3":0.03205,"inten_cooc_max_ch_4":0.69444,"kurt_inten_ch_1":-0.53866,"kurt_inten_ch_3":-0.67524,"kurt_inten_ch_4":8.00785,"length_ch_1":25.72472,"neighbor_avg_dist_ch_1":258.79404,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":136.58638,"perim_ch_1":65.74209,"shape_bfr_ch_1":0.79775,"shape_lwr_ch_1":2.98018,"shape_p_2_a_ch_1":1.85119,"skew_inten_ch_1":0.44941,"skew_inten_ch_3":0.56982,"skew_inten_ch_4":2.82781,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9664,"total_inten_ch_2":418,"total_inten_ch_3":24512,"total_inten_ch_4":1142,"var_inten_ch_1":34.47333,"var_inten_ch_3":81.41154,"var_inten_ch_4":15.96688,"width_ch_1":8.63195}
{"case":"Test","class":"PS","angle_ch_1":171.78232,"area_ch_1":183,"avg_inten_ch_1":48.84571,"avg_inten_ch_2":391.40571,"avg_inten_ch_3":63.34286,"avg_inten_ch_4":170.64,"convex_hull_area_ratio_ch_1":1.15447,"convex_hull_perim_ratio_ch_1":0.87752,"diff_inten_density_ch_1":48.9361,"diff_inten_density_ch_3":71.67093,"diff_inten_density_ch_4":86.95527,"entropy_inten_ch_1":6.24214,"entropy_inten_ch_3":5.87119,"entropy_inten_ch_4":5.39701,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":1.19738,"eq_ellipse_oblate_vol_ch_1":207.20201,"eq_ellipse_prolate_vol_ch_1":173.04668,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.06799,"fiber_align_2_ch_4":1.44266,"fiber_length_ch_1":23.08064,"fiber_width_ch_1":8.3789,"inten_cooc_asm_ch_3":0.01725,"inten_cooc_asm_ch_4":0.08967,"inten_cooc_contrast_ch_3":14.91091,"inten_cooc_contrast_ch_4":5.02746,"inten_cooc_entropy_ch_3":6.76301,"inten_cooc_entropy_ch_4":5.46996,"inten_cooc_max_ch_3":0.11465,"inten_cooc_max_ch_4":0.29299,"kurt_inten_ch_1":0.5893,"kurt_inten_ch_3":2.07334,"kurt_inten_ch_4":-1.44279,"length_ch_1":17.07972,"neighbor_avg_dist_ch_1":212.48253,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":121.07815,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.69324,"shape_lwr_ch_1":1.10248,"shape_p_2_a_ch_1":1.62899,"skew_inten_ch_1":0.92935,"skew_inten_ch_3":1.4211,"skew_inten_ch_4":0.17925,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8548,"total_inten_ch_2":68322,"total_inten_ch_3":11085,"total_inten_ch_4":29862,"var_inten_ch_1":31.67413,"var_inten_ch_3":65.93501,"var_inten_ch_4":151.46606,"width_ch_1":15.49213}
{"case":"Train","class":"PS","angle_ch_1":89.32021,"area_ch_1":162,"avg_inten_ch_1":23.75484,"avg_inten_ch_2":2.80645,"avg_inten_ch_3":42.4,"avg_inten_ch_4":65.53548,"convex_hull_area_ratio_ch_1":1.11009,"convex_hull_perim_ratio_ch_1":0.9367,"diff_inten_density_ch_1":38.20727,"diff_inten_density_ch_3":27.92364,"diff_inten_density_ch_4":40.33818,"entropy_inten_ch_1":5.43541,"entropy_inten_ch_3":5.88062,"entropy_inten_ch_4":5.22883,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":2.10981,"eq_ellipse_oblate_vol_ch_1":229.26673,"eq_ellipse_prolate_vol_ch_1":108.66687,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.27922,"fiber_align_2_ch_4":1.32158,"fiber_length_ch_1":22.34043,"fiber_width_ch_1":7.67122,"inten_cooc_asm_ch_3":0.01027,"inten_cooc_asm_ch_4":0.06073,"inten_cooc_contrast_ch_3":15.09335,"inten_cooc_contrast_ch_4":4.51469,"inten_cooc_entropy_ch_3":6.99659,"inten_cooc_entropy_ch_4":5.58167,"inten_cooc_max_ch_3":0.05634,"inten_cooc_max_ch_4":0.24648,"kurt_inten_ch_1":-0.03034,"kurt_inten_ch_3":-1.09434,"kurt_inten_ch_4":0.75919,"length_ch_1":22.58296,"neighbor_avg_dist_ch_1":202.4739,"neighbor_min_dist_ch_1":11.93957,"neighbor_var_dist_ch_1":93.62467,"perim_ch_1":60.02331,"shape_bfr_ch_1":0.6937,"shape_lwr_ch_1":2.17751,"shape_p_2_a_ch_1":1.67291,"skew_inten_ch_1":0.59867,"skew_inten_ch_3":-0.0781,"skew_inten_ch_4":1.11824,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":3682,"total_inten_ch_2":281,"total_inten_ch_3":6572,"total_inten_ch_4":10158,"var_inten_ch_1":16.11184,"var_inten_ch_3":26.24171,"var_inten_ch_4":69.85083,"width_ch_1":10.37099}
{"case":"Test","class":"WS","angle_ch_1":145.30643,"area_ch_1":250,"avg_inten_ch_1":152.74895,"avg_inten_ch_2":354.23431,"avg_inten_ch_3":164.9749,"avg_inten_ch_4":499.97908,"convex_hull_area_ratio_ch_1":1.0202,"convex_hull_perim_ratio_ch_1":0.97609,"diff_inten_density_ch_1":58.53047,"diff_inten_density_ch_3":86.36343,"diff_inten_density_ch_4":244.32731,"entropy_inten_ch_1":6.99483,"entropy_inten_ch_3":7.18691,"entropy_inten_ch_4":7.35592,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":1.28326,"eq_ellipse_oblate_vol_ch_1":342.35424,"eq_ellipse_prolate_vol_ch_1":266.78481,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.36194,"fiber_align_2_ch_4":1.61236,"fiber_length_ch_1":15.3678,"fiber_width_ch_1":15.3678,"inten_cooc_asm_ch_3":0.00944,"inten_cooc_asm_ch_4":0.0088,"inten_cooc_contrast_ch_3":7.18063,"inten_cooc_contrast_ch_4":12.80817,"inten_cooc_entropy_ch_3":7.10475,"inten_cooc_entropy_ch_4":7.29002,"inten_cooc_max_ch_3":0.04525,"inten_cooc_max_ch_4":0.05405,"kurt_inten_ch_1":0.04857,"kurt_inten_ch_3":2.22108,"kurt_inten_ch_4":-0.91989,"length_ch_1":21.56225,"neighbor_avg_dist_ch_1":296.40814,"neighbor_min_dist_ch_1":72.89207,"neighbor_var_dist_ch_1":109.22908,"perim_ch_1":61.47119,"shape_bfr_ch_1":0.68224,"shape_lwr_ch_1":1.26616,"shape_p_2_a_ch_1":1.15909,"skew_inten_ch_1":-0.13204,"skew_inten_ch_3":1.29105,"skew_inten_ch_4":-0.29358,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":36507,"total_inten_ch_2":84424,"total_inten_ch_3":39429,"total_inten_ch_4":119495,"var_inten_ch_1":58.04864,"var_inten_ch_3":123.95687,"var_inten_ch_4":281.9952,"width_ch_1":17.02963}
{"case":"Train","class":"WS","angle_ch_1":44.55244,"area_ch_1":385,"avg_inten_ch_1":204.67391,"avg_inten_ch_2":201.48098,"avg_inten_ch_3":28.15217,"avg_inten_ch_4":158.43478,"convex_hull_area_ratio_ch_1":1.04888,"convex_hull_perim_ratio_ch_1":0.95519,"diff_inten_density_ch_1":92.68452,"diff_inten_density_ch_3":25.8741,"diff_inten_density_ch_4":89.90883,"entropy_inten_ch_1":7.78729,"entropy_inten_ch_3":5.42807,"entropy_inten_ch_4":6.97532,"eq_circ_diam_ch_1":22.16145,"eq_ellipse_lwr_ch_1":1.3775,"eq_ellipse_oblate_vol_ch_1":677.7028,"eq_ellipse_prolate_vol_ch_1":491.97981,"eq_sphere_area_ch_1":1542.92971,"eq_sphere_vol_ch_1":5698.92608,"fiber_align_2_ch_3":1.74241,"fiber_align_2_ch_4":1.35661,"fiber_length_ch_1":19.88711,"fiber_width_ch_1":19.88711,"inten_cooc_asm_ch_3":0.04781,"inten_cooc_asm_ch_4":0.0302,"inten_cooc_contrast_ch_3":11.23458,"inten_cooc_contrast_ch_4":6.85875,"inten_cooc_entropy_ch_3":6.46256,"inten_cooc_entropy_ch_4":6.58888,"inten_cooc_max_ch_3":0.2087,"inten_cooc_max_ch_4":0.15362,"kurt_inten_ch_1":-1.00474,"kurt_inten_ch_3":-0.37582,"kurt_inten_ch_4":-0.86515,"length_ch_1":28.21594,"neighbor_avg_dist_ch_1":219.27487,"neighbor_min_dist_ch_1":41.27108,"neighbor_var_dist_ch_1":95.26044,"perim_ch_1":79.54845,"shape_bfr_ch_1":0.65031,"shape_lwr_ch_1":1.34221,"shape_p_2_a_ch_1":1.26925,"skew_inten_ch_1":0.37149,"skew_inten_ch_3":0.6527,"skew_inten_ch_4":0.46093,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":75320,"total_inten_ch_2":73778,"total_inten_ch_3":10360,"total_inten_ch_4":58304,"var_inten_ch_1":133.60947,"var_inten_ch_3":25.80737,"var_inten_ch_4":131.55544,"width_ch_1":21.02197}
{"case":"Test","class":"PS","angle_ch_1":93.77871,"area_ch_1":168,"avg_inten_ch_1":44.00621,"avg_inten_ch_2":272.79503,"avg_inten_ch_3":59.19255,"avg_inten_ch_4":263.39752,"convex_hull_area_ratio_ch_1":1.02395,"convex_hull_perim_ratio_ch_1":0.98339,"diff_inten_density_ch_1":48.26962,"diff_inten_density_ch_3":46.25597,"diff_inten_density_ch_4":170.86348,"entropy_inten_ch_1":6.16489,"entropy_inten_ch_3":5.37703,"entropy_inten_ch_4":6.33165,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.29477,"eq_ellipse_oblate_vol_ch_1":190.13298,"eq_ellipse_prolate_vol_ch_1":146.84639,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.20821,"fiber_align_2_ch_4":1.71472,"fiber_length_ch_1":13.04604,"fiber_width_ch_1":13.04604,"inten_cooc_asm_ch_3":0.0718,"inten_cooc_asm_ch_4":0.02541,"inten_cooc_contrast_ch_3":4.59573,"inten_cooc_contrast_ch_4":7.82019,"inten_cooc_entropy_ch_3":5.59807,"inten_cooc_entropy_ch_4":6.28852,"inten_cooc_max_ch_3":0.26846,"inten_cooc_max_ch_4":0.13889,"kurt_inten_ch_1":0.64584,"kurt_inten_ch_3":-0.25121,"kurt_inten_ch_4":-0.54877,"length_ch_1":17.63681,"neighbor_avg_dist_ch_1":216.74209,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":96.97245,"perim_ch_1":52.18415,"shape_bfr_ch_1":0.73597,"shape_lwr_ch_1":1.35655,"shape_p_2_a_ch_1":1.23797,"skew_inten_ch_1":0.87102,"skew_inten_ch_3":0.85748,"skew_inten_ch_4":0.59119,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":7085,"total_inten_ch_2":43760,"total_inten_ch_3":9530,"total_inten_ch_4":42407,"var_inten_ch_1":30.66377,"var_inten_ch_3":62.22605,"var_inten_ch_4":227.94369,"width_ch_1":13.0012}
{"case":"Test","class":"PS","angle_ch_1":113.40476,"area_ch_1":232,"avg_inten_ch_1":46.59459,"avg_inten_ch_2":2.97297,"avg_inten_ch_3":118.7973,"avg_inten_ch_4":3.23423,"convex_hull_area_ratio_ch_1":1.8268,"convex_hull_perim_ratio_ch_1":0.79656,"diff_inten_density_ch_1":51.752,"diff_inten_density_ch_3":111.26667,"diff_inten_density_ch_4":6.09333,"entropy_inten_ch_1":6.41447,"entropy_inten_ch_3":7.13256,"entropy_inten_ch_4":1.2008,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":2.71925,"eq_ellipse_oblate_vol_ch_1":446.14489,"eq_ellipse_prolate_vol_ch_1":164.06884,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.05049,"fiber_align_2_ch_4":1.51442,"fiber_length_ch_1":52.81129,"fiber_width_ch_1":4.81308,"inten_cooc_asm_ch_3":0.00738,"inten_cooc_asm_ch_4":0.64064,"inten_cooc_contrast_ch_3":23.24403,"inten_cooc_contrast_ch_4":0.36522,"inten_cooc_entropy_ch_3":7.41732,"inten_cooc_entropy_ch_4":1.40949,"inten_cooc_max_ch_3":0.03743,"inten_cooc_max_ch_4":0.80214,"kurt_inten_ch_1":0.79756,"kurt_inten_ch_3":0.99305,"kurt_inten_ch_4":10.71425,"length_ch_1":38.19995,"neighbor_avg_dist_ch_1":268.85823,"neighbor_min_dist_ch_1":25.61571,"neighbor_var_dist_ch_1":121.37007,"perim_ch_1":115.24875,"shape_bfr_ch_1":0.33883,"shape_lwr_ch_1":2.12481,"shape_p_2_a_ch_1":4.15824,"skew_inten_ch_1":0.94047,"skew_inten_ch_3":1.0615,"skew_inten_ch_4":3.33786,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":10344,"total_inten_ch_2":439,"total_inten_ch_3":26373,"total_inten_ch_4":718,"var_inten_ch_1":31.97645,"var_inten_ch_3":86.38897,"var_inten_ch_4":9.60382,"width_ch_1":17.97808}
{"case":"Test","class":"PS","angle_ch_1":114.70151,"area_ch_1":230,"avg_inten_ch_1":101.92273,"avg_inten_ch_2":89.23182,"avg_inten_ch_3":232.58636,"avg_inten_ch_4":403.43636,"convex_hull_area_ratio_ch_1":1.33616,"convex_hull_perim_ratio_ch_1":0.85051,"diff_inten_density_ch_1":94.41902,"diff_inten_density_ch_3":212.41902,"diff_inten_density_ch_4":270.01799,"entropy_inten_ch_1":7.10605,"entropy_inten_ch_3":6.71654,"entropy_inten_ch_4":6.6522,"eq_circ_diam_ch_1":17.13506,"eq_ellipse_lwr_ch_1":2.35675,"eq_ellipse_oblate_vol_ch_1":409.74373,"eq_ellipse_prolate_vol_ch_1":173.85966,"eq_sphere_area_ch_1":922.40363,"eq_sphere_vol_ch_1":2634.23986,"fiber_align_2_ch_3":1.02629,"fiber_align_2_ch_4":1.01899,"fiber_length_ch_1":35.43238,"fiber_width_ch_1":6.97412,"inten_cooc_asm_ch_3":0.01915,"inten_cooc_asm_ch_4":0.01809,"inten_cooc_contrast_ch_3":10.63435,"inten_cooc_contrast_ch_4":12.93966,"inten_cooc_entropy_ch_3":6.81755,"inten_cooc_entropy_ch_4":6.79206,"inten_cooc_max_ch_3":0.11795,"inten_cooc_max_ch_4":0.11282,"kurt_inten_ch_1":0.48181,"kurt_inten_ch_3":0.45719,"kurt_inten_ch_4":-1.15388,"length_ch_1":28.74069,"neighbor_avg_dist_ch_1":189.64844,"neighbor_min_dist_ch_1":29.90155,"neighbor_var_dist_ch_1":78.66468,"perim_ch_1":84.81302,"shape_bfr_ch_1":0.5728,"shape_lwr_ch_1":2.0518,"shape_p_2_a_ch_1":2.31645,"skew_inten_ch_1":0.87879,"skew_inten_ch_3":0.91558,"skew_inten_ch_4":-0.16033,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":22423,"total_inten_ch_2":19412,"total_inten_ch_3":51169,"total_inten_ch_4":88756,"var_inten_ch_1":77.64885,"var_inten_ch_3":209.47525,"var_inten_ch_4":276.95384,"width_ch_1":14.00753}
{"case":"Test","class":"PS","angle_ch_1":62.17173,"area_ch_1":558,"avg_inten_ch_1":27.03752,"avg_inten_ch_2":114.15197,"avg_inten_ch_3":20.28893,"avg_inten_ch_4":67.60788,"convex_hull_area_ratio_ch_1":1.31961,"convex_hull_perim_ratio_ch_1":0.80904,"diff_inten_density_ch_1":37.54379,"diff_inten_density_ch_3":17.1609,"diff_inten_density_ch_4":35.10794,"entropy_inten_ch_1":5.86227,"entropy_inten_ch_3":4.39487,"entropy_inten_ch_4":5.55038,"eq_circ_diam_ch_1":26.67091,"eq_ellipse_lwr_ch_1":2.1449,"eq_ellipse_oblate_vol_ch_1":1474.06138,"eq_ellipse_prolate_vol_ch_1":687.24116,"eq_sphere_area_ch_1":2234.73243,"eq_sphere_vol_ch_1":9933.72446,"fiber_align_2_ch_3":1.50274,"fiber_align_2_ch_4":1.13142,"fiber_length_ch_1":59.40418,"fiber_width_ch_1":9.85472,"inten_cooc_asm_ch_3":0.16184,"inten_cooc_asm_ch_4":0.11035,"inten_cooc_contrast_ch_3":3.70323,"inten_cooc_contrast_ch_4":4.55193,"inten_cooc_entropy_ch_3":4.74612,"inten_cooc_entropy_ch_4":5.52601,"inten_cooc_max_ch_3":0.40123,"inten_cooc_max_ch_4":0.3251,"kurt_inten_ch_1":0.1827,"kurt_inten_ch_3":10.86048,"kurt_inten_ch_4":-1.31553,"length_ch_1":45.8255,"neighbor_avg_dist_ch_1":215.34711,"neighbor_min_dist_ch_1":28.44643,"neighbor_var_dist_ch_1":104.0883,"perim_ch_1":138.51781,"shape_bfr_ch_1":0.46296,"shape_lwr_ch_1":1.74016,"shape_p_2_a_ch_1":2.60818,"skew_inten_ch_1":0.61263,"skew_inten_ch_3":2.53488,"skew_inten_ch_4":0.23483,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":12,"total_inten_ch_1":14411,"total_inten_ch_2":60311,"total_inten_ch_3":10814,"total_inten_ch_4":36035,"var_inten_ch_1":18.12243,"var_inten_ch_3":29.10902,"var_inten_ch_4":60.79765,"width_ch_1":26.33402}
{"case":"Train","class":"WS","angle_ch_1":84.44467,"area_ch_1":229,"avg_inten_ch_1":219,"avg_inten_ch_2":331.3653,"avg_inten_ch_3":102.82648,"avg_inten_ch_4":201.09589,"convex_hull_area_ratio_ch_1":1.03761,"convex_hull_perim_ratio_ch_1":0.97209,"diff_inten_density_ch_1":102.76733,"diff_inten_density_ch_3":114.66337,"diff_inten_density_ch_4":96.22277,"entropy_inten_ch_1":7.24958,"entropy_inten_ch_3":4.21801,"entropy_inten_ch_4":7.31351,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":1.69161,"eq_ellipse_oblate_vol_ch_1":344.77672,"eq_ellipse_prolate_vol_ch_1":203.81564,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.73387,"fiber_align_2_ch_4":1.57128,"fiber_length_ch_1":15.30569,"fiber_width_ch_1":15.30569,"inten_cooc_asm_ch_3":0.19666,"inten_cooc_asm_ch_4":0.00813,"inten_cooc_contrast_ch_3":3.09667,"inten_cooc_contrast_ch_4":9.04344,"inten_cooc_entropy_ch_3":4.3082,"inten_cooc_entropy_ch_4":7.24051,"inten_cooc_max_ch_3":0.43689,"inten_cooc_max_ch_4":0.02913,"kurt_inten_ch_1":2.05478,"kurt_inten_ch_3":7.77856,"kurt_inten_ch_4":-0.98084,"length_ch_1":21.79547,"neighbor_avg_dist_ch_1":184.36127,"neighbor_min_dist_ch_1":32.14827,"neighbor_var_dist_ch_1":76.66934,"perim_ch_1":61.22278,"shape_bfr_ch_1":0.7776,"shape_lwr_ch_1":1.60919,"shape_p_2_a_ch_1":1.25912,"skew_inten_ch_1":1.01953,"skew_inten_ch_3":2.67778,"skew_inten_ch_4":0.27856,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":47961,"total_inten_ch_2":72351,"total_inten_ch_3":22519,"total_inten_ch_4":44040,"var_inten_ch_1":118.72154,"var_inten_ch_3":191.57649,"var_inten_ch_4":118.93982,"width_ch_1":13.54435}
{"case":"Test","class":"WS","angle_ch_1":112.99877,"area_ch_1":268,"avg_inten_ch_1":86.375,"avg_inten_ch_2":216.92969,"avg_inten_ch_3":1.00391,"avg_inten_ch_4":13.91016,"convex_hull_area_ratio_ch_1":1.06617,"convex_hull_perim_ratio_ch_1":0.92896,"diff_inten_density_ch_1":65.15319,"diff_inten_density_ch_3":3.31489,"diff_inten_density_ch_4":12.21702,"entropy_inten_ch_1":6.823,"entropy_inten_ch_3":0.97549,"entropy_inten_ch_4":3.9037,"eq_circ_diam_ch_1":18.48393,"eq_ellipse_lwr_ch_1":1.5247,"eq_ellipse_oblate_vol_ch_1":413.68858,"eq_ellipse_prolate_vol_ch_1":271.32478,"eq_sphere_area_ch_1":1073.3424,"eq_sphere_vol_ch_1":3306.59682,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.15263,"fiber_length_ch_1":23.14045,"fiber_width_ch_1":12.15084,"inten_cooc_asm_ch_3":0.67822,"inten_cooc_asm_ch_4":0.19495,"inten_cooc_contrast_ch_3":0.48115,"inten_cooc_contrast_ch_4":4.71302,"inten_cooc_entropy_ch_3":1.28613,"inten_cooc_entropy_ch_4":4.54112,"inten_cooc_max_ch_3":0.82328,"inten_cooc_max_ch_4":0.44118,"kurt_inten_ch_1":-0.77487,"kurt_inten_ch_3":11.95887,"kurt_inten_ch_4":-1.00497,"length_ch_1":25.01841,"neighbor_avg_dist_ch_1":269.18734,"neighbor_min_dist_ch_1":30.79949,"neighbor_var_dist_ch_1":120.76817,"perim_ch_1":70.58258,"shape_bfr_ch_1":0.6228,"shape_lwr_ch_1":1.45275,"shape_p_2_a_ch_1":1.40995,"skew_inten_ch_1":0.11322,"skew_inten_ch_3":3.58701,"skew_inten_ch_4":0.67458,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":22112,"total_inten_ch_2":55279,"total_inten_ch_3":257,"total_inten_ch_4":3561,"var_inten_ch_1":45.74155,"var_inten_ch_3":3.31368,"var_inten_ch_4":16.10475,"width_ch_1":17.22136}
{"case":"Test","class":"PS","angle_ch_1":49.91092,"area_ch_1":228,"avg_inten_ch_1":46.56422,"avg_inten_ch_2":8.01835,"avg_inten_ch_3":104.25688,"avg_inten_ch_4":84.2156,"convex_hull_area_ratio_ch_1":1.59153,"convex_hull_perim_ratio_ch_1":0.79202,"diff_inten_density_ch_1":53.39467,"diff_inten_density_ch_3":106.14667,"diff_inten_density_ch_4":68.39733,"entropy_inten_ch_1":6.33323,"entropy_inten_ch_3":6.78759,"entropy_inten_ch_4":5.30171,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":1.42684,"eq_ellipse_oblate_vol_ch_1":314.48047,"eq_ellipse_prolate_vol_ch_1":220.40371,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.54842,"fiber_align_2_ch_4":1.32119,"fiber_length_ch_1":43.24747,"fiber_width_ch_1":5.72598,"inten_cooc_asm_ch_3":0.00859,"inten_cooc_asm_ch_4":0.08505,"inten_cooc_contrast_ch_3":21.48688,"inten_cooc_contrast_ch_4":6.51766,"inten_cooc_entropy_ch_3":7.31386,"inten_cooc_entropy_ch_4":5.54734,"inten_cooc_max_ch_3":0.04891,"inten_cooc_max_ch_4":0.28796,"kurt_inten_ch_1":0.93521,"kurt_inten_ch_3":1.93762,"kurt_inten_ch_4":-0.51914,"length_ch_1":25.80275,"neighbor_avg_dist_ch_1":269.71035,"neighbor_min_dist_ch_1":17.03959,"neighbor_var_dist_ch_1":137.23397,"perim_ch_1":97.94688,"shape_bfr_ch_1":0.39279,"shape_lwr_ch_1":1.14446,"shape_p_2_a_ch_1":3.08289,"skew_inten_ch_1":1.19013,"skew_inten_ch_3":1.45995,"skew_inten_ch_4":0.82959,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10151,"total_inten_ch_2":1531,"total_inten_ch_3":22728,"total_inten_ch_4":18359,"var_inten_ch_1":38.30608,"var_inten_ch_3":98.26639,"var_inten_ch_4":92.78215,"width_ch_1":22.54576}
{"case":"Train","class":"WS","angle_ch_1":118.57783,"area_ch_1":377,"avg_inten_ch_1":177,"avg_inten_ch_2":333.14444,"avg_inten_ch_3":46.59444,"avg_inten_ch_4":82.96667,"convex_hull_area_ratio_ch_1":1.03624,"convex_hull_perim_ratio_ch_1":0.96084,"diff_inten_density_ch_1":69.36148,"diff_inten_density_ch_3":42.00444,"diff_inten_density_ch_4":59.72889,"entropy_inten_ch_1":7.47692,"entropy_inten_ch_3":5.23343,"entropy_inten_ch_4":6.17003,"eq_circ_diam_ch_1":21.91924,"eq_ellipse_lwr_ch_1":1.45267,"eq_ellipse_oblate_vol_ch_1":673.37684,"eq_ellipse_prolate_vol_ch_1":463.54556,"eq_sphere_area_ch_1":1509.38776,"eq_sphere_vol_ch_1":5514.10519,"fiber_align_2_ch_3":1.56841,"fiber_align_2_ch_4":1.20889,"fiber_length_ch_1":19.28738,"fiber_width_ch_1":19.28738,"inten_cooc_asm_ch_3":0.10766,"inten_cooc_asm_ch_4":0.04245,"inten_cooc_contrast_ch_3":4.87333,"inten_cooc_contrast_ch_4":7.49581,"inten_cooc_entropy_ch_3":5.32731,"inten_cooc_entropy_ch_4":6.38088,"inten_cooc_max_ch_3":0.32059,"inten_cooc_max_ch_4":0.19118,"kurt_inten_ch_1":-0.4143,"kurt_inten_ch_3":1.40826,"kurt_inten_ch_4":-0.98072,"length_ch_1":27.04541,"neighbor_avg_dist_ch_1":236.79098,"neighbor_min_dist_ch_1":31.7876,"neighbor_var_dist_ch_1":112.01459,"perim_ch_1":77.14951,"shape_bfr_ch_1":0.70853,"shape_lwr_ch_1":1.37342,"shape_p_2_a_ch_1":1.21308,"skew_inten_ch_1":-0.36054,"skew_inten_ch_3":1.36031,"skew_inten_ch_4":0.49188,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":63720,"total_inten_ch_2":119573,"total_inten_ch_3":16774,"total_inten_ch_4":29868,"var_inten_ch_1":70.00579,"var_inten_ch_3":57.95704,"var_inten_ch_4":75.04231,"width_ch_1":19.69198}
{"case":"Test","class":"PS","angle_ch_1":95.88948,"area_ch_1":159,"avg_inten_ch_1":26.03947,"avg_inten_ch_2":1.46711,"avg_inten_ch_3":61.07895,"avg_inten_ch_4":42.57895,"convex_hull_area_ratio_ch_1":1.29102,"convex_hull_perim_ratio_ch_1":0.89787,"diff_inten_density_ch_1":38.40152,"diff_inten_density_ch_3":35.87121,"diff_inten_density_ch_4":29.42424,"entropy_inten_ch_1":5.58031,"entropy_inten_ch_3":6.22797,"entropy_inten_ch_4":4.94377,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":3.07793,"eq_ellipse_oblate_vol_ch_1":268.91576,"eq_ellipse_prolate_vol_ch_1":87.36905,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.51943,"fiber_align_2_ch_4":1.31744,"fiber_length_ch_1":29.52053,"fiber_width_ch_1":5.73438,"inten_cooc_asm_ch_3":0.00765,"inten_cooc_asm_ch_4":0.05688,"inten_cooc_contrast_ch_3":18.6419,"inten_cooc_contrast_ch_4":4.06227,"inten_cooc_entropy_ch_3":7.22992,"inten_cooc_entropy_ch_4":5.63817,"inten_cooc_max_ch_3":0.0219,"inten_cooc_max_ch_4":0.24818,"kurt_inten_ch_1":0.24003,"kurt_inten_ch_3":-0.91272,"kurt_inten_ch_4":-0.77174,"length_ch_1":25.67024,"neighbor_avg_dist_ch_1":232.74362,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":125.49893,"perim_ch_1":70.50982,"shape_bfr_ch_1":0.56298,"shape_lwr_ch_1":2.32848,"shape_p_2_a_ch_1":2.33709,"skew_inten_ch_1":0.63529,"skew_inten_ch_3":-0.16038,"skew_inten_ch_4":0.80228,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3958,"total_inten_ch_2":72,"total_inten_ch_3":9284,"total_inten_ch_4":6472,"var_inten_ch_1":16.88774,"var_inten_ch_3":30.17112,"var_inten_ch_4":47.2327,"width_ch_1":11.02448}
{"case":"Test","class":"WS","angle_ch_1":124.04646,"area_ch_1":300,"avg_inten_ch_1":1280.58537,"avg_inten_ch_2":587.49477,"avg_inten_ch_3":117.42509,"avg_inten_ch_4":564.3101,"convex_hull_area_ratio_ch_1":1.11204,"convex_hull_perim_ratio_ch_1":0.94166,"diff_inten_density_ch_1":296.12665,"diff_inten_density_ch_3":61.35539,"diff_inten_density_ch_4":271.6276,"entropy_inten_ch_1":8.00371,"entropy_inten_ch_3":7.05125,"entropy_inten_ch_4":7.51959,"eq_circ_diam_ch_1":19.5711,"eq_ellipse_lwr_ch_1":2.30277,"eq_ellipse_oblate_vol_ch_1":603.48935,"eq_ellipse_prolate_vol_ch_1":262.07113,"eq_sphere_area_ch_1":1203.31746,"eq_sphere_vol_ch_1":3925.04049,"fiber_align_2_ch_3":1.62556,"fiber_align_2_ch_4":1.64894,"fiber_length_ch_1":27.46237,"fiber_width_ch_1":11.41226,"inten_cooc_asm_ch_3":0.01128,"inten_cooc_asm_ch_4":0.01651,"inten_cooc_contrast_ch_3":6.52277,"inten_cooc_contrast_ch_4":5.53113,"inten_cooc_entropy_ch_3":6.92882,"inten_cooc_entropy_ch_4":6.65318,"inten_cooc_max_ch_3":0.05243,"inten_cooc_max_ch_4":0.0916,"kurt_inten_ch_1":0.03341,"kurt_inten_ch_3":0.69456,"kurt_inten_ch_4":0.2166,"length_ch_1":29.23253,"neighbor_avg_dist_ch_1":217.95276,"neighbor_min_dist_ch_1":37.89479,"neighbor_var_dist_ch_1":95.89107,"perim_ch_1":77.74925,"shape_bfr_ch_1":0.68317,"shape_lwr_ch_1":1.94064,"shape_p_2_a_ch_1":1.53487,"skew_inten_ch_1":-0.88442,"skew_inten_ch_3":1.03164,"skew_inten_ch_4":0.75275,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":367528,"total_inten_ch_2":168325,"total_inten_ch_3":33701,"total_inten_ch_4":161957,"var_inten_ch_1":453.28234,"var_inten_ch_3":100.08074,"var_inten_ch_4":440.51622,"width_ch_1":15.06338}
{"case":"Train","class":"PS","angle_ch_1":167.45346,"area_ch_1":415,"avg_inten_ch_1":41.37374,"avg_inten_ch_2":93.35101,"avg_inten_ch_3":43.74747,"avg_inten_ch_4":161.94444,"convex_hull_area_ratio_ch_1":1.28034,"convex_hull_perim_ratio_ch_1":0.82607,"diff_inten_density_ch_1":48.53361,"diff_inten_density_ch_3":38.14129,"diff_inten_density_ch_4":102.63512,"entropy_inten_ch_1":6.386,"entropy_inten_ch_3":6.24087,"entropy_inten_ch_4":6.37964,"eq_circ_diam_ch_1":22.98909,"eq_ellipse_lwr_ch_1":1.52634,"eq_ellipse_oblate_vol_ch_1":796.32491,"eq_ellipse_prolate_vol_ch_1":521.72105,"eq_sphere_area_ch_1":1660.32653,"eq_sphere_vol_ch_1":6361.56655,"fiber_align_2_ch_3":1.20856,"fiber_align_2_ch_4":1.45811,"fiber_length_ch_1":44.469,"fiber_width_ch_1":9.71132,"inten_cooc_asm_ch_3":0.01367,"inten_cooc_asm_ch_4":0.05527,"inten_cooc_contrast_ch_3":12.74518,"inten_cooc_contrast_ch_4":6.2205,"inten_cooc_entropy_ch_3":7.18774,"inten_cooc_entropy_ch_4":6.13258,"inten_cooc_max_ch_3":0.0929,"inten_cooc_max_ch_4":0.2314,"kurt_inten_ch_1":0.70722,"kurt_inten_ch_3":1.14125,"kurt_inten_ch_4":-0.68786,"length_ch_1":31.76006,"neighbor_avg_dist_ch_1":258.69186,"neighbor_min_dist_ch_1":22.10101,"neighbor_var_dist_ch_1":110.8143,"perim_ch_1":108.36064,"shape_bfr_ch_1":0.57125,"shape_lwr_ch_1":1.38821,"shape_p_2_a_ch_1":2.16369,"skew_inten_ch_1":0.88565,"skew_inten_ch_3":1.08741,"skew_inten_ch_4":0.5556,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":16384,"total_inten_ch_2":36572,"total_inten_ch_3":17324,"total_inten_ch_4":64130,"var_inten_ch_1":30.11052,"var_inten_ch_3":39.57561,"var_inten_ch_4":148.54368,"width_ch_1":22.87848}
{"case":"Train","class":"PS","angle_ch_1":57.71254,"area_ch_1":230,"avg_inten_ch_1":34.60455,"avg_inten_ch_2":2.25,"avg_inten_ch_3":80.72273,"avg_inten_ch_4":60.75455,"convex_hull_area_ratio_ch_1":1.43255,"convex_hull_perim_ratio_ch_1":0.77853,"diff_inten_density_ch_1":41.6875,"diff_inten_density_ch_3":76.09896,"diff_inten_density_ch_4":46.39583,"entropy_inten_ch_1":6.05964,"entropy_inten_ch_3":6.46548,"entropy_inten_ch_4":4.70546,"eq_circ_diam_ch_1":17.13506,"eq_ellipse_lwr_ch_1":1.4461,"eq_ellipse_oblate_vol_ch_1":320.96278,"eq_ellipse_prolate_vol_ch_1":221.95067,"eq_sphere_area_ch_1":922.40363,"eq_sphere_vol_ch_1":2634.23986,"fiber_align_2_ch_3":1.4786,"fiber_align_2_ch_4":1.54685,"fiber_length_ch_1":42.79364,"fiber_width_ch_1":5.71934,"inten_cooc_asm_ch_3":0.01175,"inten_cooc_asm_ch_4":0.12428,"inten_cooc_contrast_ch_3":19.17441,"inten_cooc_contrast_ch_4":4.39752,"inten_cooc_entropy_ch_3":7.1027,"inten_cooc_entropy_ch_4":4.9079,"inten_cooc_max_ch_3":0.07576,"inten_cooc_max_ch_4":0.36364,"kurt_inten_ch_1":-0.39241,"kurt_inten_ch_3":-0.10371,"kurt_inten_ch_4":-0.60141,"length_ch_1":28.33821,"neighbor_avg_dist_ch_1":162.54136,"neighbor_min_dist_ch_1":24.93139,"neighbor_var_dist_ch_1":69.36179,"perim_ch_1":97.02597,"shape_bfr_ch_1":0.40966,"shape_lwr_ch_1":1.42662,"shape_p_2_a_ch_1":3.06082,"skew_inten_ch_1":0.51095,"skew_inten_ch_3":0.42104,"skew_inten_ch_4":0.78045,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":7613,"total_inten_ch_2":276,"total_inten_ch_3":17759,"total_inten_ch_4":13366,"var_inten_ch_1":24.39491,"var_inten_ch_3":58.98398,"var_inten_ch_4":68.6088,"width_ch_1":19.86385}
{"case":"Test","class":"PS","angle_ch_1":126.66371,"area_ch_1":154,"avg_inten_ch_1":30.02721,"avg_inten_ch_2":45.95918,"avg_inten_ch_3":18.17687,"avg_inten_ch_4":12.20408,"convex_hull_area_ratio_ch_1":1.16533,"convex_hull_perim_ratio_ch_1":0.91941,"diff_inten_density_ch_1":40.43077,"diff_inten_density_ch_3":25.26923,"diff_inten_density_ch_4":24.43846,"entropy_inten_ch_1":5.7551,"entropy_inten_ch_3":4.77005,"entropy_inten_ch_4":4.64323,"eq_circ_diam_ch_1":14.00661,"eq_ellipse_lwr_ch_1":1.65057,"eq_ellipse_oblate_vol_ch_1":187.29005,"eq_ellipse_prolate_vol_ch_1":113.46983,"eq_sphere_area_ch_1":616.33333,"eq_sphere_vol_ch_1":1438.78963,"fiber_align_2_ch_3":1.82348,"fiber_align_2_ch_4":1,"fiber_length_ch_1":21.66417,"fiber_width_ch_1":7.53571,"inten_cooc_asm_ch_3":0.03407,"inten_cooc_asm_ch_4":0.01012,"inten_cooc_contrast_ch_3":15.80385,"inten_cooc_contrast_ch_4":53.95385,"inten_cooc_entropy_ch_3":6.28179,"inten_cooc_entropy_ch_4":7.04993,"inten_cooc_max_ch_3":0.16154,"inten_cooc_max_ch_4":0.06154,"kurt_inten_ch_1":-0.71961,"kurt_inten_ch_3":0.38509,"kurt_inten_ch_4":-0.15352,"length_ch_1":20.68598,"neighbor_avg_dist_ch_1":169.7806,"neighbor_min_dist_ch_1":35.25831,"neighbor_var_dist_ch_1":70.93055,"perim_ch_1":58.39976,"shape_bfr_ch_1":0.56766,"shape_lwr_ch_1":1.57648,"shape_p_2_a_ch_1":1.66243,"skew_inten_ch_1":0.40138,"skew_inten_ch_3":0.97618,"skew_inten_ch_4":0.6788,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":4414,"total_inten_ch_2":6610,"total_inten_ch_3":2672,"total_inten_ch_4":1794,"var_inten_ch_1":20.72559,"var_inten_ch_3":18.59987,"var_inten_ch_4":10.36998,"width_ch_1":13.12162}
{"case":"Test","class":"WS","angle_ch_1":12.99249,"area_ch_1":299,"avg_inten_ch_1":190.97552,"avg_inten_ch_2":199.61538,"avg_inten_ch_3":4.30769,"avg_inten_ch_4":55.11538,"convex_hull_area_ratio_ch_1":1.06071,"convex_hull_perim_ratio_ch_1":0.95173,"diff_inten_density_ch_1":83.6177,"diff_inten_density_ch_3":6.06591,"diff_inten_density_ch_4":37.22599,"entropy_inten_ch_1":7.56542,"entropy_inten_ch_3":1.26698,"entropy_inten_ch_4":4.68493,"eq_circ_diam_ch_1":19.53697,"eq_ellipse_lwr_ch_1":1.51399,"eq_ellipse_oblate_vol_ch_1":486.77893,"eq_ellipse_prolate_vol_ch_1":321.52106,"eq_sphere_area_ch_1":1199.12472,"eq_sphere_vol_ch_1":3904.54422,"fiber_align_2_ch_3":1.71841,"fiber_align_2_ch_4":1.42384,"fiber_length_ch_1":20.57086,"fiber_width_ch_1":15.10812,"inten_cooc_asm_ch_3":0.72395,"inten_cooc_asm_ch_4":0.18745,"inten_cooc_contrast_ch_3":0.18377,"inten_cooc_contrast_ch_4":3.02441,"inten_cooc_entropy_ch_3":1.10751,"inten_cooc_entropy_ch_4":4.45435,"inten_cooc_max_ch_3":0.85502,"inten_cooc_max_ch_4":0.43123,"kurt_inten_ch_1":-0.56021,"kurt_inten_ch_3":17.78306,"kurt_inten_ch_4":0.8146,"length_ch_1":25.09327,"neighbor_avg_dist_ch_1":220.47797,"neighbor_min_dist_ch_1":22.54707,"neighbor_var_dist_ch_1":100.67881,"perim_ch_1":71.35797,"shape_bfr_ch_1":0.68582,"shape_lwr_ch_1":1.44052,"shape_p_2_a_ch_1":1.3038,"skew_inten_ch_1":0.52546,"skew_inten_ch_3":4.10104,"skew_inten_ch_4":1.28288,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":54619,"total_inten_ch_2":56805,"total_inten_ch_3":1232,"total_inten_ch_4":15763,"var_inten_ch_1":129.07883,"var_inten_ch_3":14.2268,"var_inten_ch_4":70.85766,"width_ch_1":17.41954}
{"case":"Train","class":"PS","angle_ch_1":60.99326,"area_ch_1":691,"avg_inten_ch_1":24.63939,"avg_inten_ch_2":37.45606,"avg_inten_ch_3":43.46364,"avg_inten_ch_4":56.79242,"convex_hull_area_ratio_ch_1":1.61969,"convex_hull_perim_ratio_ch_1":0.62835,"diff_inten_density_ch_1":39.3682,"diff_inten_density_ch_3":45.8,"diff_inten_density_ch_4":45.44519,"entropy_inten_ch_1":5.77636,"entropy_inten_ch_3":6.26838,"entropy_inten_ch_4":5.80431,"eq_circ_diam_ch_1":29.67879,"eq_ellipse_lwr_ch_1":1.21023,"eq_ellipse_oblate_vol_ch_1":1525.70569,"eq_ellipse_prolate_vol_ch_1":1260.67791,"eq_sphere_area_ch_1":2767.21088,"eq_sphere_vol_ch_1":13687.91183,"fiber_align_2_ch_3":1.08514,"fiber_align_2_ch_4":1.55081,"fiber_length_ch_1":93.9053,"fiber_width_ch_1":7.82188,"inten_cooc_asm_ch_3":0.01583,"inten_cooc_asm_ch_4":0.06939,"inten_cooc_contrast_ch_3":13.77879,"inten_cooc_contrast_ch_4":5.71966,"inten_cooc_entropy_ch_3":7.2721,"inten_cooc_entropy_ch_4":5.9848,"inten_cooc_max_ch_3":0.10738,"inten_cooc_max_ch_4":0.26043,"kurt_inten_ch_1":1.33549,"kurt_inten_ch_3":5.16602,"kurt_inten_ch_4":-0.26207,"length_ch_1":40.37227,"neighbor_avg_dist_ch_1":202.38214,"neighbor_min_dist_ch_1":32.7779,"neighbor_var_dist_ch_1":99.17327,"perim_ch_1":203.45437,"shape_bfr_ch_1":0.44272,"shape_lwr_ch_1":1.04306,"shape_p_2_a_ch_1":4.48456,"skew_inten_ch_1":0.93273,"skew_inten_ch_3":2.01995,"skew_inten_ch_4":0.80565,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":14,"total_inten_ch_1":16262,"total_inten_ch_2":24062,"total_inten_ch_3":28686,"total_inten_ch_4":37483,"var_inten_ch_1":19.41735,"var_inten_ch_3":47.97162,"var_inten_ch_4":58.66986,"width_ch_1":38.70545}
{"case":"Test","class":"PS","angle_ch_1":56.01756,"area_ch_1":1759,"avg_inten_ch_1":408.30733,"avg_inten_ch_2":117.35378,"avg_inten_ch_3":69.49851,"avg_inten_ch_4":88.44967,"convex_hull_area_ratio_ch_1":1.3548,"convex_hull_perim_ratio_ch_1":0.81274,"diff_inten_density_ch_1":140.14961,"diff_inten_density_ch_3":62.56454,"diff_inten_density_ch_4":68.26407,"entropy_inten_ch_1":9.33756,"entropy_inten_ch_3":4.30406,"entropy_inten_ch_4":5.80048,"eq_circ_diam_ch_1":47.33687,"eq_ellipse_lwr_ch_1":2.40707,"eq_ellipse_oblate_vol_ch_1":8730.56096,"eq_ellipse_prolate_vol_ch_1":3627.04581,"eq_sphere_area_ch_1":7039.61678,"eq_sphere_vol_ch_1":55538.90846,"fiber_align_2_ch_3":1.2604,"fiber_align_2_ch_4":1.11778,"fiber_length_ch_1":102.00648,"fiber_width_ch_1":17.71014,"inten_cooc_asm_ch_3":0.26223,"inten_cooc_asm_ch_4":0.12255,"inten_cooc_contrast_ch_3":2.48677,"inten_cooc_contrast_ch_4":4.7032,"inten_cooc_entropy_ch_3":3.84695,"inten_cooc_entropy_ch_4":5.24118,"inten_cooc_max_ch_3":0.50714,"inten_cooc_max_ch_4":0.34414,"kurt_inten_ch_1":0.99674,"kurt_inten_ch_3":15.71484,"kurt_inten_ch_4":14.59634,"length_ch_1":70.92809,"neighbor_avg_dist_ch_1":211.55432,"neighbor_min_dist_ch_1":35.53961,"neighbor_var_dist_ch_1":91.49814,"perim_ch_1":239.43322,"shape_bfr_ch_1":0.61059,"shape_lwr_ch_1":1.74542,"shape_p_2_a_ch_1":2.52526,"skew_inten_ch_1":1.15126,"skew_inten_ch_3":3.74727,"skew_inten_ch_4":3.44765,"spot_fiber_count_ch_3":8,"spot_fiber_count_ch_4":29,"total_inten_ch_1":685548,"total_inten_ch_2":195359,"total_inten_ch_3":116688,"total_inten_ch_4":148507,"var_inten_ch_1":293.94074,"var_inten_ch_3":176.45927,"var_inten_ch_4":161.02075,"width_ch_1":40.63668}
{"case":"Train","class":"PS","angle_ch_1":74.29474,"area_ch_1":185,"avg_inten_ch_1":94.0226,"avg_inten_ch_2":92.96045,"avg_inten_ch_3":104.01695,"avg_inten_ch_4":41,"convex_hull_area_ratio_ch_1":1.4672,"convex_hull_perim_ratio_ch_1":0.87255,"diff_inten_density_ch_1":68.79288,"diff_inten_density_ch_3":83.40777,"diff_inten_density_ch_4":28.4822,"entropy_inten_ch_1":6.73143,"entropy_inten_ch_3":5.38716,"entropy_inten_ch_4":2.98492,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":2.34808,"eq_ellipse_oblate_vol_ch_1":295.14692,"eq_ellipse_prolate_vol_ch_1":125.69692,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.18425,"fiber_align_2_ch_4":1.45566,"fiber_length_ch_1":34.12599,"fiber_width_ch_1":5.73606,"inten_cooc_asm_ch_3":0.07299,"inten_cooc_asm_ch_4":0.36882,"inten_cooc_contrast_ch_3":5.89285,"inten_cooc_contrast_ch_4":1.20997,"inten_cooc_entropy_ch_3":5.6151,"inten_cooc_entropy_ch_4":2.99492,"inten_cooc_max_ch_3":0.26282,"inten_cooc_max_ch_4":0.62745,"kurt_inten_ch_1":0.78917,"kurt_inten_ch_3":-0.45159,"kurt_inten_ch_4":0.13158,"length_ch_1":25.43985,"neighbor_avg_dist_ch_1":250.24661,"neighbor_min_dist_ch_1":19.42542,"neighbor_var_dist_ch_1":129.25978,"perim_ch_1":79.72411,"shape_bfr_ch_1":0.43209,"shape_lwr_ch_1":1.50728,"shape_p_2_a_ch_1":2.58385,"skew_inten_ch_1":0.88146,"skew_inten_ch_3":0.88146,"skew_inten_ch_4":1.24865,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":16642,"total_inten_ch_2":16278,"total_inten_ch_3":18411,"total_inten_ch_4":7257,"var_inten_ch_1":58.37778,"var_inten_ch_3":113.71505,"var_inten_ch_4":63.5152,"width_ch_1":16.87794}
{"case":"Train","class":"PS","angle_ch_1":81.00851,"area_ch_1":250,"avg_inten_ch_1":21.56067,"avg_inten_ch_2":266.47699,"avg_inten_ch_3":20.00418,"avg_inten_ch_4":32.14644,"convex_hull_area_ratio_ch_1":1.22727,"convex_hull_perim_ratio_ch_1":0.86091,"diff_inten_density_ch_1":36.67213,"diff_inten_density_ch_3":13.52927,"diff_inten_density_ch_4":18.32084,"entropy_inten_ch_1":5.32165,"entropy_inten_ch_3":3.56034,"entropy_inten_ch_4":3.75378,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":2.40517,"eq_ellipse_oblate_vol_ch_1":468.6963,"eq_ellipse_prolate_vol_ch_1":194.87013,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.11452,"fiber_align_2_ch_4":1.0749,"fiber_length_ch_1":35.65674,"fiber_width_ch_1":7.43733,"inten_cooc_asm_ch_3":0.29856,"inten_cooc_asm_ch_4":0.27795,"inten_cooc_contrast_ch_3":1.16252,"inten_cooc_contrast_ch_4":1.39071,"inten_cooc_entropy_ch_3":3.50125,"inten_cooc_entropy_ch_4":3.71053,"inten_cooc_max_ch_3":0.54762,"inten_cooc_max_ch_4":0.52857,"kurt_inten_ch_1":0.7157,"kurt_inten_ch_3":2.59984,"kurt_inten_ch_4":-0.44909,"length_ch_1":30.92572,"neighbor_avg_dist_ch_1":163.19273,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":77.06222,"perim_ch_1":86.18814,"shape_bfr_ch_1":0.53767,"shape_lwr_ch_1":2.05267,"shape_p_2_a_ch_1":2.22907,"skew_inten_ch_1":0.90903,"skew_inten_ch_3":1.88885,"skew_inten_ch_4":1.00155,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5153,"total_inten_ch_2":63450,"total_inten_ch_3":4781,"total_inten_ch_4":7683,"var_inten_ch_1":18.19753,"var_inten_ch_3":34.09407,"var_inten_ch_4":43.4566,"width_ch_1":15.06608}
{"case":"Train","class":"PS","angle_ch_1":100.21134,"area_ch_1":250,"avg_inten_ch_1":35.42259,"avg_inten_ch_2":195.59414,"avg_inten_ch_3":61.27615,"avg_inten_ch_4":138.24268,"convex_hull_area_ratio_ch_1":1.19442,"convex_hull_perim_ratio_ch_1":0.85819,"diff_inten_density_ch_1":40.61021,"diff_inten_density_ch_3":64.24826,"diff_inten_density_ch_4":102.15545,"entropy_inten_ch_1":5.87085,"entropy_inten_ch_3":5.4891,"entropy_inten_ch_4":6.11196,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":1.88495,"eq_ellipse_oblate_vol_ch_1":414.92405,"eq_ellipse_prolate_vol_ch_1":220.1244,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.74416,"fiber_align_2_ch_4":1.64213,"fiber_length_ch_1":32.66354,"fiber_width_ch_1":8.04667,"inten_cooc_asm_ch_3":0.05167,"inten_cooc_asm_ch_4":0.04973,"inten_cooc_contrast_ch_3":10.70494,"inten_cooc_contrast_ch_4":7.72953,"inten_cooc_entropy_ch_3":6.09278,"inten_cooc_entropy_ch_4":6.21697,"inten_cooc_max_ch_3":0.24091,"inten_cooc_max_ch_4":0.22727,"kurt_inten_ch_1":-0.38799,"kurt_inten_ch_3":1.96254,"kurt_inten_ch_4":-0.40759,"length_ch_1":25.45273,"neighbor_avg_dist_ch_1":223.79421,"neighbor_min_dist_ch_1":34.17132,"neighbor_var_dist_ch_1":116.70498,"perim_ch_1":81.42041,"shape_bfr_ch_1":0.57188,"shape_lwr_ch_1":1.47891,"shape_p_2_a_ch_1":2.00713,"skew_inten_ch_1":0.37286,"skew_inten_ch_3":1.54277,"skew_inten_ch_4":0.69461,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8466,"total_inten_ch_2":46509,"total_inten_ch_3":14645,"total_inten_ch_4":33040,"var_inten_ch_1":23.02103,"var_inten_ch_3":75.9816,"var_inten_ch_4":127.5975,"width_ch_1":17.21049}
{"case":"Train","class":"PS","angle_ch_1":172.04598,"area_ch_1":382,"avg_inten_ch_1":22.73973,"avg_inten_ch_2":205.31781,"avg_inten_ch_3":26.58356,"avg_inten_ch_4":113.38356,"convex_hull_area_ratio_ch_1":1.12042,"convex_hull_perim_ratio_ch_1":0.84949,"diff_inten_density_ch_1":34.94933,"diff_inten_density_ch_3":23.11923,"diff_inten_density_ch_4":73.50373,"entropy_inten_ch_1":5.56837,"entropy_inten_ch_3":4.64229,"entropy_inten_ch_4":6.65512,"eq_circ_diam_ch_1":22.07093,"eq_ellipse_lwr_ch_1":2.09795,"eq_ellipse_oblate_vol_ch_1":826.14909,"eq_ellipse_prolate_vol_ch_1":393.78871,"eq_sphere_area_ch_1":1530.35147,"eq_sphere_vol_ch_1":5629.38035,"fiber_align_2_ch_3":1.03258,"fiber_align_2_ch_4":1.56867,"fiber_length_ch_1":39.29578,"fiber_width_ch_1":10.18957,"inten_cooc_asm_ch_3":0.14544,"inten_cooc_asm_ch_4":0.02027,"inten_cooc_contrast_ch_3":3.64761,"inten_cooc_contrast_ch_4":8.40557,"inten_cooc_entropy_ch_3":4.86183,"inten_cooc_entropy_ch_4":6.79721,"inten_cooc_max_ch_3":0.37273,"inten_cooc_max_ch_4":0.11437,"kurt_inten_ch_1":0.77589,"kurt_inten_ch_3":1.01285,"kurt_inten_ch_4":0.89017,"length_ch_1":33.74402,"neighbor_avg_dist_ch_1":206.58583,"neighbor_min_dist_ch_1":36.06659,"neighbor_var_dist_ch_1":111.63261,"perim_ch_1":98.97069,"shape_bfr_ch_1":0.65323,"shape_lwr_ch_1":1.94414,"shape_p_2_a_ch_1":1.9467,"skew_inten_ch_1":0.89872,"skew_inten_ch_3":1.31421,"skew_inten_ch_4":0.8938,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":8300,"total_inten_ch_2":74577,"total_inten_ch_3":9703,"total_inten_ch_4":41385,"var_inten_ch_1":18.38539,"var_inten_ch_3":34.19928,"var_inten_ch_4":96.5267,"width_ch_1":17.35674}
{"case":"Test","class":"PS","angle_ch_1":164.42996,"area_ch_1":176,"avg_inten_ch_1":156.24405,"avg_inten_ch_2":1.56548,"avg_inten_ch_3":268.29167,"avg_inten_ch_4":159.41667,"convex_hull_area_ratio_ch_1":1.05966,"convex_hull_perim_ratio_ch_1":0.97144,"diff_inten_density_ch_1":96.30492,"diff_inten_density_ch_3":173.81967,"diff_inten_density_ch_4":117.45902,"entropy_inten_ch_1":6.87726,"entropy_inten_ch_3":6.5384,"entropy_inten_ch_4":6.53004,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":1.47473,"eq_ellipse_oblate_vol_ch_1":216.2927,"eq_ellipse_prolate_vol_ch_1":146.66588,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.38063,"fiber_align_2_ch_4":1.4164,"fiber_length_ch_1":13.47011,"fiber_width_ch_1":13.47011,"inten_cooc_asm_ch_3":0.01569,"inten_cooc_asm_ch_4":0.01384,"inten_cooc_contrast_ch_3":6.15355,"inten_cooc_contrast_ch_4":11.46849,"inten_cooc_entropy_ch_3":6.5844,"inten_cooc_entropy_ch_4":6.87286,"inten_cooc_max_ch_3":0.08,"inten_cooc_max_ch_4":0.08,"kurt_inten_ch_1":-0.53162,"kurt_inten_ch_3":-0.73497,"kurt_inten_ch_4":-0.16252,"length_ch_1":19.95076,"neighbor_avg_dist_ch_1":184.10156,"neighbor_min_dist_ch_1":27.85063,"neighbor_var_dist_ch_1":85.18534,"perim_ch_1":53.88045,"shape_bfr_ch_1":0.6218,"shape_lwr_ch_1":1.40546,"shape_p_2_a_ch_1":1.25227,"skew_inten_ch_1":0.5105,"skew_inten_ch_3":0.77123,"skew_inten_ch_4":0.61805,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":26249,"total_inten_ch_2":96,"total_inten_ch_3":45073,"total_inten_ch_4":26782,"var_inten_ch_1":96.11058,"var_inten_ch_3":266.09834,"var_inten_ch_4":119.78097,"width_ch_1":14.19514}
{"case":"Train","class":"PS","angle_ch_1":102.73702,"area_ch_1":263,"avg_inten_ch_1":25.34661,"avg_inten_ch_2":170.2988,"avg_inten_ch_3":26.40239,"avg_inten_ch_4":53.09562,"convex_hull_area_ratio_ch_1":1.06629,"convex_hull_perim_ratio_ch_1":0.92404,"diff_inten_density_ch_1":38.47807,"diff_inten_density_ch_3":15.04825,"diff_inten_density_ch_4":40.7193,"entropy_inten_ch_1":5.62625,"entropy_inten_ch_3":3.32199,"entropy_inten_ch_4":4.42492,"eq_circ_diam_ch_1":18.30253,"eq_ellipse_lwr_ch_1":2.2734,"eq_ellipse_oblate_vol_ch_1":490.4221,"eq_ellipse_prolate_vol_ch_1":215.7219,"eq_sphere_area_ch_1":1052.37868,"eq_sphere_vol_ch_1":3210.19843,"fiber_align_2_ch_3":1.12411,"fiber_align_2_ch_4":1.61917,"fiber_length_ch_1":29.04862,"fiber_width_ch_1":9.52613,"inten_cooc_asm_ch_3":0.32035,"inten_cooc_asm_ch_4":0.19269,"inten_cooc_contrast_ch_3":0.56387,"inten_cooc_contrast_ch_4":2.37971,"inten_cooc_entropy_ch_3":3.15982,"inten_cooc_entropy_ch_4":4.25059,"inten_cooc_max_ch_3":0.56306,"inten_cooc_max_ch_4":0.44595,"kurt_inten_ch_1":-0.34398,"kurt_inten_ch_3":1.92181,"kurt_inten_ch_4":-0.02119,"length_ch_1":30.2185,"neighbor_avg_dist_ch_1":274.03319,"neighbor_min_dist_ch_1":18.42857,"neighbor_var_dist_ch_1":123.45708,"perim_ch_1":77.14951,"shape_bfr_ch_1":0.59788,"shape_lwr_ch_1":2.07515,"shape_p_2_a_ch_1":1.71164,"skew_inten_ch_1":0.57424,"skew_inten_ch_3":1.69633,"skew_inten_ch_4":1.16549,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6362,"total_inten_ch_2":42495,"total_inten_ch_3":6627,"total_inten_ch_4":13327,"var_inten_ch_1":19.44682,"var_inten_ch_3":44.17379,"var_inten_ch_4":72.26158,"width_ch_1":14.56209}
{"case":"Train","class":"PS","angle_ch_1":51.26598,"area_ch_1":185,"avg_inten_ch_1":70.9774,"avg_inten_ch_2":43.08475,"avg_inten_ch_3":150.52542,"avg_inten_ch_4":184.01695,"convex_hull_area_ratio_ch_1":1.20159,"convex_hull_perim_ratio_ch_1":0.83932,"diff_inten_density_ch_1":73.34505,"diff_inten_density_ch_3":137.94569,"diff_inten_density_ch_4":121.63259,"entropy_inten_ch_1":6.37426,"entropy_inten_ch_3":6.15806,"entropy_inten_ch_4":6.78328,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.10219,"eq_ellipse_oblate_vol_ch_1":202.21339,"eq_ellipse_prolate_vol_ch_1":183.4649,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.66019,"fiber_align_2_ch_4":1.44272,"fiber_length_ch_1":27.0513,"fiber_width_ch_1":7.30401,"inten_cooc_asm_ch_3":0.01866,"inten_cooc_asm_ch_4":0.00714,"inten_cooc_contrast_ch_3":9.6288,"inten_cooc_contrast_ch_4":22.9322,"inten_cooc_entropy_ch_3":6.61912,"inten_cooc_entropy_ch_4":7.38257,"inten_cooc_max_ch_3":0.10828,"inten_cooc_max_ch_4":0.03185,"kurt_inten_ch_1":1.74503,"kurt_inten_ch_3":1.23071,"kurt_inten_ch_4":-0.55349,"length_ch_1":19.34217,"neighbor_avg_dist_ch_1":168.93471,"neighbor_min_dist_ch_1":26.22232,"neighbor_var_dist_ch_1":83.00945,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.49999,"shape_lwr_ch_1":1.00824,"shape_p_2_a_ch_1":1.90145,"skew_inten_ch_1":1.59781,"skew_inten_ch_3":1.5125,"skew_inten_ch_4":-0.11562,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":12563,"total_inten_ch_2":7450,"total_inten_ch_3":26643,"total_inten_ch_4":32571,"var_inten_ch_1":74.25753,"var_inten_ch_3":192.34897,"var_inten_ch_4":99.60841,"width_ch_1":19.18415}
{"case":"Train","class":"WS","angle_ch_1":3.58173,"area_ch_1":428,"avg_inten_ch_1":179.38875,"avg_inten_ch_2":153.85819,"avg_inten_ch_3":32.19804,"avg_inten_ch_4":105.20538,"convex_hull_area_ratio_ch_1":1.14404,"convex_hull_perim_ratio_ch_1":0.94706,"diff_inten_density_ch_1":78.03014,"diff_inten_density_ch_3":30.33421,"diff_inten_density_ch_4":60.09043,"entropy_inten_ch_1":7.68174,"entropy_inten_ch_3":5.63254,"entropy_inten_ch_4":6.59498,"eq_circ_diam_ch_1":23.36339,"eq_ellipse_lwr_ch_1":2.05456,"eq_ellipse_oblate_vol_ch_1":969.76308,"eq_ellipse_prolate_vol_ch_1":472.00585,"eq_sphere_area_ch_1":1714.8322,"eq_sphere_vol_ch_1":6677.38255,"fiber_align_2_ch_3":1.67779,"fiber_align_2_ch_4":1.23516,"fiber_length_ch_1":36.0321,"fiber_width_ch_1":12.26885,"inten_cooc_asm_ch_3":0.02683,"inten_cooc_asm_ch_4":0.03229,"inten_cooc_contrast_ch_3":15.10442,"inten_cooc_contrast_ch_4":6.41896,"inten_cooc_entropy_ch_3":6.89681,"inten_cooc_entropy_ch_4":6.50002,"inten_cooc_max_ch_3":0.15206,"inten_cooc_max_ch_4":0.16237,"kurt_inten_ch_1":-0.84052,"kurt_inten_ch_3":-0.51137,"kurt_inten_ch_4":-1.17321,"length_ch_1":35.31717,"neighbor_avg_dist_ch_1":192.28639,"neighbor_min_dist_ch_1":26.63873,"neighbor_var_dist_ch_1":86.4483,"perim_ch_1":96.60189,"shape_bfr_ch_1":0.62116,"shape_lwr_ch_1":1.80722,"shape_p_2_a_ch_1":1.67983,"skew_inten_ch_1":0.14235,"skew_inten_ch_3":0.45584,"skew_inten_ch_4":0.26369,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":73370,"total_inten_ch_2":62520,"total_inten_ch_3":13169,"total_inten_ch_4":43029,"var_inten_ch_1":98.17131,"var_inten_ch_3":26.74606,"var_inten_ch_4":88.12145,"width_ch_1":19.5423}
{"case":"Train","class":"PS","angle_ch_1":95.62158,"area_ch_1":288,"avg_inten_ch_1":38.21818,"avg_inten_ch_2":196.12727,"avg_inten_ch_3":73.77455,"avg_inten_ch_4":113.36727,"convex_hull_area_ratio_ch_1":1.18755,"convex_hull_perim_ratio_ch_1":0.86924,"diff_inten_density_ch_1":42.27711,"diff_inten_density_ch_3":54.48996,"diff_inten_density_ch_4":76.13655,"entropy_inten_ch_1":6.1098,"entropy_inten_ch_3":6.43767,"entropy_inten_ch_4":6.77441,"eq_circ_diam_ch_1":19.15758,"eq_ellipse_lwr_ch_1":1.63034,"eq_ellipse_oblate_vol_ch_1":476.27713,"eq_ellipse_prolate_vol_ch_1":292.13356,"eq_sphere_area_ch_1":1153.00454,"eq_sphere_vol_ch_1":3681.46212,"fiber_align_2_ch_3":1.70637,"fiber_align_2_ch_4":1.75157,"fiber_length_ch_1":34.92482,"fiber_width_ch_1":8.68116,"inten_cooc_asm_ch_3":0.01588,"inten_cooc_asm_ch_4":0.01357,"inten_cooc_contrast_ch_3":11.5816,"inten_cooc_contrast_ch_4":10.05374,"inten_cooc_entropy_ch_3":6.99286,"inten_cooc_entropy_ch_4":7.09043,"inten_cooc_max_ch_3":0.09677,"inten_cooc_max_ch_4":0.08468,"kurt_inten_ch_1":0.31782,"kurt_inten_ch_3":-0.3153,"kurt_inten_ch_4":0.06685,"length_ch_1":27.19306,"neighbor_avg_dist_ch_1":199.85634,"neighbor_min_dist_ch_1":21.08153,"neighbor_var_dist_ch_1":80.35203,"perim_ch_1":87.21195,"shape_bfr_ch_1":0.6079,"shape_lwr_ch_1":1.55947,"shape_p_2_a_ch_1":1.99631,"skew_inten_ch_1":0.64272,"skew_inten_ch_3":0.51512,"skew_inten_ch_4":0.76124,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10510,"total_inten_ch_2":53661,"total_inten_ch_3":20288,"total_inten_ch_4":31176,"var_inten_ch_1":23.13116,"var_inten_ch_3":57.30639,"var_inten_ch_4":91.05271,"width_ch_1":17.43733}
{"case":"Test","class":"PS","angle_ch_1":62.24591,"area_ch_1":295,"avg_inten_ch_1":26.01418,"avg_inten_ch_2":4.70567,"avg_inten_ch_3":58.21631,"avg_inten_ch_4":33.74823,"convex_hull_area_ratio_ch_1":1.21483,"convex_hull_perim_ratio_ch_1":0.90874,"diff_inten_density_ch_1":37.18677,"diff_inten_density_ch_3":42.01167,"diff_inten_density_ch_4":23.8249,"entropy_inten_ch_1":5.71596,"entropy_inten_ch_3":6.46527,"entropy_inten_ch_4":5.09161,"eq_circ_diam_ch_1":19.39987,"eq_ellipse_lwr_ch_1":1.8122,"eq_ellipse_oblate_vol_ch_1":521.43214,"eq_ellipse_prolate_vol_ch_1":287.73496,"eq_sphere_area_ch_1":1182.35374,"eq_sphere_vol_ch_1":3822.91779,"fiber_align_2_ch_3":1.46103,"fiber_align_2_ch_4":1.35304,"fiber_length_ch_1":32.37462,"fiber_width_ch_1":9.60781,"inten_cooc_asm_ch_3":0.00543,"inten_cooc_asm_ch_4":0.06908,"inten_cooc_contrast_ch_3":23.71738,"inten_cooc_contrast_ch_4":3.70223,"inten_cooc_entropy_ch_3":7.71913,"inten_cooc_entropy_ch_4":5.5003,"inten_cooc_max_ch_3":0.01544,"inten_cooc_max_ch_4":0.26275,"kurt_inten_ch_1":0.26458,"kurt_inten_ch_3":-0.24603,"kurt_inten_ch_4":0.53552,"length_ch_1":29.8021,"neighbor_avg_dist_ch_1":212.46797,"neighbor_min_dist_ch_1":28.24304,"neighbor_var_dist_ch_1":106.74983,"perim_ch_1":83.96486,"shape_bfr_ch_1":0.51108,"shape_lwr_ch_1":1.53567,"shape_p_2_a_ch_1":1.80366,"skew_inten_ch_1":0.59624,"skew_inten_ch_3":0.19659,"skew_inten_ch_4":1.22792,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7336,"total_inten_ch_2":1046,"total_inten_ch_3":16417,"total_inten_ch_4":9517,"var_inten_ch_1":17.6599,"var_inten_ch_3":30.20074,"var_inten_ch_4":41.81414,"width_ch_1":19.40657}
{"case":"Train","class":"PS","angle_ch_1":91.89083,"area_ch_1":317,"avg_inten_ch_1":143.59406,"avg_inten_ch_2":401.83168,"avg_inten_ch_3":179.90759,"avg_inten_ch_4":238.50825,"convex_hull_area_ratio_ch_1":1.2,"convex_hull_perim_ratio_ch_1":0.92013,"diff_inten_density_ch_1":91.83871,"diff_inten_density_ch_3":165.55556,"diff_inten_density_ch_4":178.34409,"entropy_inten_ch_1":7.31546,"entropy_inten_ch_3":7.10877,"entropy_inten_ch_4":6.96275,"eq_circ_diam_ch_1":20.10923,"eq_ellipse_lwr_ch_1":1.30017,"eq_ellipse_oblate_vol_ch_1":491.91038,"eq_ellipse_prolate_vol_ch_1":378.34239,"eq_sphere_area_ch_1":1270.40136,"eq_sphere_vol_ch_1":4257.79981,"fiber_align_2_ch_3":1.02499,"fiber_align_2_ch_4":1.44098,"fiber_length_ch_1":29.65699,"fiber_width_ch_1":11.17743,"inten_cooc_asm_ch_3":0.01031,"inten_cooc_asm_ch_4":0.01809,"inten_cooc_contrast_ch_3":13.23294,"inten_cooc_contrast_ch_4":9.61982,"inten_cooc_entropy_ch_3":7.27983,"inten_cooc_entropy_ch_4":6.86122,"inten_cooc_max_ch_3":0.06786,"inten_cooc_max_ch_4":0.10791,"kurt_inten_ch_1":-0.29573,"kurt_inten_ch_3":2.50017,"kurt_inten_ch_4":-0.4624,"length_ch_1":24.72695,"neighbor_avg_dist_ch_1":294.22058,"neighbor_min_dist_ch_1":38.70217,"neighbor_var_dist_ch_1":127.61241,"perim_ch_1":81.66883,"shape_bfr_ch_1":0.60923,"shape_lwr_ch_1":1.17284,"shape_p_2_a_ch_1":1.60115,"skew_inten_ch_1":0.36518,"skew_inten_ch_3":1.37201,"skew_inten_ch_4":0.62107,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":43509,"total_inten_ch_2":121453,"total_inten_ch_3":54512,"total_inten_ch_4":72268,"var_inten_ch_1":76.32221,"var_inten_ch_3":168.37632,"var_inten_ch_4":201.7562,"width_ch_1":21.08292}
{"case":"Train","class":"PS","angle_ch_1":7.3643,"area_ch_1":275,"avg_inten_ch_1":43.54753,"avg_inten_ch_2":218.58175,"avg_inten_ch_3":12.85932,"avg_inten_ch_4":119.01141,"convex_hull_area_ratio_ch_1":1.08462,"convex_hull_perim_ratio_ch_1":0.9269,"diff_inten_density_ch_1":49.10352,"diff_inten_density_ch_3":15.16563,"diff_inten_density_ch_4":78.09731,"entropy_inten_ch_1":6.28301,"entropy_inten_ch_3":3.12283,"entropy_inten_ch_4":6.03272,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.85908,"eq_ellipse_oblate_vol_ch_1":475.66846,"eq_ellipse_prolate_vol_ch_1":255.86212,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1.70346,"fiber_align_2_ch_4":1.56709,"fiber_length_ch_1":25.17588,"fiber_width_ch_1":11.43909,"inten_cooc_asm_ch_3":0.32161,"inten_cooc_asm_ch_4":0.06112,"inten_cooc_contrast_ch_3":2.65285,"inten_cooc_contrast_ch_4":6.02076,"inten_cooc_entropy_ch_3":3.4978,"inten_cooc_entropy_ch_4":5.91792,"inten_cooc_max_ch_3":0.56504,"inten_cooc_max_ch_4":0.24051,"kurt_inten_ch_1":-0.48633,"kurt_inten_ch_3":2.9571,"kurt_inten_ch_4":-0.78295,"length_ch_1":26.92439,"neighbor_avg_dist_ch_1":220.30323,"neighbor_min_dist_ch_1":28.46485,"neighbor_var_dist_ch_1":126.45382,"perim_ch_1":73.22993,"shape_bfr_ch_1":0.66651,"shape_lwr_ch_1":1.7527,"shape_p_2_a_ch_1":1.4818,"skew_inten_ch_1":0.30497,"skew_inten_ch_3":1.77261,"skew_inten_ch_4":0.51046,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11453,"total_inten_ch_2":57225,"total_inten_ch_3":3382,"total_inten_ch_4":31300,"var_inten_ch_1":25.72959,"var_inten_ch_3":21.05703,"var_inten_ch_4":111.01171,"width_ch_1":15.36169}
{"case":"Test","class":"PS","angle_ch_1":146.06796,"area_ch_1":182,"avg_inten_ch_1":47.8908,"avg_inten_ch_2":3.32184,"avg_inten_ch_3":112.04598,"avg_inten_ch_4":36.6954,"convex_hull_area_ratio_ch_1":1.11749,"convex_hull_perim_ratio_ch_1":0.92646,"diff_inten_density_ch_1":52.3121,"diff_inten_density_ch_3":75.89172,"diff_inten_density_ch_4":24.70701,"entropy_inten_ch_1":6.35655,"entropy_inten_ch_3":6.34739,"entropy_inten_ch_4":5.26603,"eq_circ_diam_ch_1":15.23873,"eq_ellipse_lwr_ch_1":1.32825,"eq_ellipse_oblate_vol_ch_1":216.36437,"eq_ellipse_prolate_vol_ch_1":162.894,"eq_sphere_area_ch_1":729.53741,"eq_sphere_vol_ch_1":1852.87093,"fiber_align_2_ch_3":1.75515,"fiber_align_2_ch_4":1.41694,"fiber_length_ch_1":19.65037,"fiber_width_ch_1":9.76155,"inten_cooc_asm_ch_3":0.01596,"inten_cooc_asm_ch_4":0.0434,"inten_cooc_contrast_ch_3":6.90413,"inten_cooc_contrast_ch_4":7.2885,"inten_cooc_entropy_ch_3":6.64354,"inten_cooc_entropy_ch_4":6.17106,"inten_cooc_max_ch_3":0.08861,"inten_cooc_max_ch_4":0.1962,"kurt_inten_ch_1":-0.01626,"kurt_inten_ch_3":0.40678,"kurt_inten_ch_4":-0.38189,"length_ch_1":18.75037,"neighbor_avg_dist_ch_1":180.08474,"neighbor_min_dist_ch_1":32.13196,"neighbor_var_dist_ch_1":77.98097,"perim_ch_1":58.82384,"shape_bfr_ch_1":0.63357,"shape_lwr_ch_1":1.22132,"shape_p_2_a_ch_1":1.43551,"skew_inten_ch_1":0.75651,"skew_inten_ch_3":0.9802,"skew_inten_ch_4":0.53752,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8333,"total_inten_ch_2":405,"total_inten_ch_3":19496,"total_inten_ch_4":6385,"var_inten_ch_1":33.55223,"var_inten_ch_3":104.0253,"var_inten_ch_4":31.43328,"width_ch_1":15.35255}
{"case":"Train","class":"WS","angle_ch_1":164.49063,"area_ch_1":170,"avg_inten_ch_1":137.27607,"avg_inten_ch_2":279.28221,"avg_inten_ch_3":107.08589,"avg_inten_ch_4":20.67485,"convex_hull_area_ratio_ch_1":1.20876,"convex_hull_perim_ratio_ch_1":0.89626,"diff_inten_density_ch_1":91.18685,"diff_inten_density_ch_3":93.06228,"diff_inten_density_ch_4":21.98962,"entropy_inten_ch_1":6.84404,"entropy_inten_ch_3":2.95762,"entropy_inten_ch_4":4.13927,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":1.55977,"eq_ellipse_oblate_vol_ch_1":212.58553,"eq_ellipse_prolate_vol_ch_1":136.29258,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.53725,"fiber_align_2_ch_4":1.63351,"fiber_length_ch_1":25.54402,"fiber_width_ch_1":7.02716,"inten_cooc_asm_ch_3":0.3232,"inten_cooc_asm_ch_4":0.14491,"inten_cooc_contrast_ch_3":1.61826,"inten_cooc_contrast_ch_4":4.87477,"inten_cooc_entropy_ch_3":3.077,"inten_cooc_entropy_ch_4":4.70368,"inten_cooc_max_ch_3":0.56643,"inten_cooc_max_ch_4":0.37671,"kurt_inten_ch_1":0.71003,"kurt_inten_ch_3":6.80981,"kurt_inten_ch_4":2.06164,"length_ch_1":22.19445,"neighbor_avg_dist_ch_1":296.88735,"neighbor_min_dist_ch_1":31.25555,"neighbor_var_dist_ch_1":136.19194,"perim_ch_1":65.14236,"shape_bfr_ch_1":0.51642,"shape_lwr_ch_1":1.48891,"shape_p_2_a_ch_1":1.88125,"skew_inten_ch_1":0.83984,"skew_inten_ch_3":2.78514,"skew_inten_ch_4":1.5753,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":22376,"total_inten_ch_2":45361,"total_inten_ch_3":17455,"total_inten_ch_4":3370,"var_inten_ch_1":85.81349,"var_inten_ch_3":265.81774,"var_inten_ch_4":28.87075,"width_ch_1":14.90646}
{"case":"Train","class":"PS","angle_ch_1":80.13889,"area_ch_1":358,"avg_inten_ch_1":50.11404,"avg_inten_ch_2":176.97368,"avg_inten_ch_3":57.52047,"avg_inten_ch_4":80.17544,"convex_hull_area_ratio_ch_1":1.3543,"convex_hull_perim_ratio_ch_1":0.81702,"diff_inten_density_ch_1":51.13399,"diff_inten_density_ch_3":51.84967,"diff_inten_density_ch_4":63.04575,"entropy_inten_ch_1":6.54307,"entropy_inten_ch_3":5.74014,"entropy_inten_ch_4":5.90051,"eq_circ_diam_ch_1":21.36423,"eq_ellipse_lwr_ch_1":2.87083,"eq_ellipse_oblate_vol_ch_1":876.52562,"eq_ellipse_prolate_vol_ch_1":305.32109,"eq_sphere_area_ch_1":1433.91837,"eq_sphere_vol_ch_1":5105.76069,"fiber_align_2_ch_3":1.48477,"fiber_align_2_ch_4":1.02397,"fiber_length_ch_1":56.55166,"fiber_width_ch_1":6.6309,"inten_cooc_asm_ch_3":0.05463,"inten_cooc_asm_ch_4":0.06776,"inten_cooc_contrast_ch_3":6.79044,"inten_cooc_contrast_ch_4":5.35044,"inten_cooc_entropy_ch_3":6.03005,"inten_cooc_entropy_ch_4":5.90365,"inten_cooc_max_ch_3":0.22364,"inten_cooc_max_ch_4":0.2492,"kurt_inten_ch_1":6.69663,"kurt_inten_ch_3":10.9321,"kurt_inten_ch_4":2.81039,"length_ch_1":40.87336,"neighbor_avg_dist_ch_1":174.0967,"neighbor_min_dist_ch_1":26.57964,"neighbor_var_dist_ch_1":74.65532,"perim_ch_1":126.36513,"shape_bfr_ch_1":0.43382,"shape_lwr_ch_1":2.02173,"shape_p_2_a_ch_1":3.38863,"skew_inten_ch_1":1.79175,"skew_inten_ch_3":2.92013,"skew_inten_ch_4":1.29666,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":17139,"total_inten_ch_2":60184,"total_inten_ch_3":19672,"total_inten_ch_4":27420,"var_inten_ch_1":36.57047,"var_inten_ch_3":92.51628,"var_inten_ch_4":86.76033,"width_ch_1":20.21702}
{"case":"Train","class":"PS","angle_ch_1":96.1501,"area_ch_1":204,"avg_inten_ch_1":21.9641,"avg_inten_ch_2":247.84615,"avg_inten_ch_3":6.53846,"avg_inten_ch_4":24.41538,"convex_hull_area_ratio_ch_1":1.21781,"convex_hull_perim_ratio_ch_1":0.86788,"diff_inten_density_ch_1":38.7093,"diff_inten_density_ch_3":13.69186,"diff_inten_density_ch_4":18.65116,"entropy_inten_ch_1":5.341,"entropy_inten_ch_3":2.51628,"entropy_inten_ch_4":4.10648,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":2.76623,"eq_ellipse_oblate_vol_ch_1":370.44009,"eq_ellipse_prolate_vol_ch_1":133.91492,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.00114,"fiber_align_2_ch_4":1.13752,"fiber_length_ch_1":32.35665,"fiber_width_ch_1":6.73001,"inten_cooc_asm_ch_3":0.31173,"inten_cooc_asm_ch_4":0.19486,"inten_cooc_contrast_ch_3":3.68054,"inten_cooc_contrast_ch_4":2.53738,"inten_cooc_entropy_ch_3":3.34367,"inten_cooc_entropy_ch_4":4.24214,"inten_cooc_max_ch_3":0.55621,"inten_cooc_max_ch_4":0.45143,"kurt_inten_ch_1":-0.13798,"kurt_inten_ch_3":2.74024,"kurt_inten_ch_4":0.79035,"length_ch_1":27.34332,"neighbor_avg_dist_ch_1":216.12625,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":108.29176,"perim_ch_1":78.17332,"shape_bfr_ch_1":0.58932,"shape_lwr_ch_1":2.15565,"shape_p_2_a_ch_1":2.23319,"skew_inten_ch_1":0.5688,"skew_inten_ch_3":1.89849,"skew_inten_ch_4":1.29964,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4283,"total_inten_ch_2":48136,"total_inten_ch_3":1275,"total_inten_ch_4":4761,"var_inten_ch_1":16.53973,"var_inten_ch_3":11.94484,"var_inten_ch_4":32.82817,"width_ch_1":12.6845}
{"case":"Test","class":"PS","angle_ch_1":26.09211,"area_ch_1":538,"avg_inten_ch_1":49.57588,"avg_inten_ch_2":179.13424,"avg_inten_ch_3":80.79767,"avg_inten_ch_4":177.54475,"convex_hull_area_ratio_ch_1":1.12932,"convex_hull_perim_ratio_ch_1":0.90124,"diff_inten_density_ch_1":49.01036,"diff_inten_density_ch_3":66.23109,"diff_inten_density_ch_4":92.4342,"entropy_inten_ch_1":6.66394,"entropy_inten_ch_3":6.08273,"entropy_inten_ch_4":6.5795,"eq_circ_diam_ch_1":26.19122,"eq_ellipse_lwr_ch_1":1.39168,"eq_ellipse_oblate_vol_ch_1":1124.43785,"eq_ellipse_prolate_vol_ch_1":807.97329,"eq_sphere_area_ch_1":2155.07029,"eq_sphere_vol_ch_1":9407.32124,"fiber_align_2_ch_3":1.35967,"fiber_align_2_ch_4":1.53583,"fiber_length_ch_1":41.99533,"fiber_width_ch_1":13.17242,"inten_cooc_asm_ch_3":0.06908,"inten_cooc_asm_ch_4":0.05206,"inten_cooc_contrast_ch_3":5.71036,"inten_cooc_contrast_ch_4":4.68906,"inten_cooc_entropy_ch_3":5.94201,"inten_cooc_entropy_ch_4":6.10454,"inten_cooc_max_ch_3":0.25673,"inten_cooc_max_ch_4":0.22614,"kurt_inten_ch_1":1.57383,"kurt_inten_ch_3":1.51722,"kurt_inten_ch_4":-0.17129,"length_ch_1":36.1018,"neighbor_avg_dist_ch_1":235.70051,"neighbor_min_dist_ch_1":39.98104,"neighbor_var_dist_ch_1":112.20575,"perim_ch_1":110.33549,"shape_bfr_ch_1":0.54176,"shape_lwr_ch_1":1.31058,"shape_p_2_a_ch_1":1.75126,"skew_inten_ch_1":0.99875,"skew_inten_ch_3":1.36762,"skew_inten_ch_4":0.66988,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":25482,"total_inten_ch_2":91562,"total_inten_ch_3":41530,"total_inten_ch_4":91258,"var_inten_ch_1":34.91857,"var_inten_ch_3":93.88515,"var_inten_ch_4":161.23762,"width_ch_1":27.54634}
{"case":"Train","class":"WS","angle_ch_1":155.83304,"area_ch_1":383,"avg_inten_ch_1":522.52732,"avg_inten_ch_2":255.63388,"avg_inten_ch_3":66.32787,"avg_inten_ch_4":290.86339,"convex_hull_area_ratio_ch_1":1.29328,"convex_hull_perim_ratio_ch_1":0.93623,"diff_inten_density_ch_1":207.7561,"diff_inten_density_ch_3":35.5061,"diff_inten_density_ch_4":148.98476,"entropy_inten_ch_1":8.22804,"entropy_inten_ch_3":6.74187,"entropy_inten_ch_4":7.82837,"eq_circ_diam_ch_1":22.10114,"eq_ellipse_lwr_ch_1":7.41564,"eq_ellipse_oblate_vol_ch_1":1559.61535,"eq_ellipse_prolate_vol_ch_1":210.31433,"eq_sphere_area_ch_1":1534.54422,"eq_sphere_vol_ch_1":5652.53062,"fiber_align_2_ch_3":1.30132,"fiber_align_2_ch_4":1.86729,"fiber_length_ch_1":58.25137,"fiber_width_ch_1":6.96375,"inten_cooc_asm_ch_3":0.00723,"inten_cooc_asm_ch_4":0.00765,"inten_cooc_contrast_ch_3":11.35514,"inten_cooc_contrast_ch_4":13.66154,"inten_cooc_entropy_ch_3":7.45854,"inten_cooc_entropy_ch_4":7.40943,"inten_cooc_max_ch_3":0.03254,"inten_cooc_max_ch_4":0.03145,"kurt_inten_ch_1":-1.24285,"kurt_inten_ch_3":-0.3652,"kurt_inten_ch_4":-0.29805,"length_ch_1":55.73356,"neighbor_avg_dist_ch_1":209.66172,"neighbor_min_dist_ch_1":27.1068,"neighbor_var_dist_ch_1":87.02936,"perim_ch_1":130.43023,"shape_bfr_ch_1":0.63512,"shape_lwr_ch_1":5.14244,"shape_p_2_a_ch_1":3.3373,"skew_inten_ch_1":0.27257,"skew_inten_ch_3":0.3904,"skew_inten_ch_4":0.36649,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":5,"total_inten_ch_1":191245,"total_inten_ch_2":93197,"total_inten_ch_3":24276,"total_inten_ch_4":106456,"var_inten_ch_1":351.36359,"var_inten_ch_3":36.91804,"var_inten_ch_4":161.78704,"width_ch_1":10.83795}
{"case":"Test","class":"PS","angle_ch_1":38.71342,"area_ch_1":337,"avg_inten_ch_1":94.90994,"avg_inten_ch_2":340.58696,"avg_inten_ch_3":96.45342,"avg_inten_ch_4":181.0559,"convex_hull_area_ratio_ch_1":1.33333,"convex_hull_perim_ratio_ch_1":0.88282,"diff_inten_density_ch_1":63.63946,"diff_inten_density_ch_3":74.34694,"diff_inten_density_ch_4":119.19048,"entropy_inten_ch_1":7.08621,"entropy_inten_ch_3":5.1636,"entropy_inten_ch_4":7.21833,"eq_circ_diam_ch_1":20.73014,"eq_ellipse_lwr_ch_1":1.83451,"eq_ellipse_oblate_vol_ch_1":640.12546,"eq_ellipse_prolate_vol_ch_1":348.93587,"eq_sphere_area_ch_1":1350.06349,"eq_sphere_vol_ch_1":4664.50006,"fiber_align_2_ch_3":1.30581,"fiber_align_2_ch_4":1.22348,"fiber_length_ch_1":38.95649,"fiber_width_ch_1":9.08097,"inten_cooc_asm_ch_3":0.13413,"inten_cooc_asm_ch_4":0.01257,"inten_cooc_contrast_ch_3":2.57643,"inten_cooc_contrast_ch_4":8.72052,"inten_cooc_entropy_ch_3":4.92867,"inten_cooc_entropy_ch_4":6.96191,"inten_cooc_max_ch_3":0.35836,"inten_cooc_max_ch_4":0.07167,"kurt_inten_ch_1":-0.31625,"kurt_inten_ch_3":1.4172,"kurt_inten_ch_4":0.07112,"length_ch_1":30.8508,"neighbor_avg_dist_ch_1":234.22416,"neighbor_min_dist_ch_1":21.5,"neighbor_var_dist_ch_1":122.46004,"perim_ch_1":96.07492,"shape_bfr_ch_1":0.50309,"shape_lwr_ch_1":1.41867,"shape_p_2_a_ch_1":2.07633,"skew_inten_ch_1":0.43955,"skew_inten_ch_3":1.4438,"skew_inten_ch_4":0.7275,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":30561,"total_inten_ch_2":109348,"total_inten_ch_3":31058,"total_inten_ch_4":58300,"var_inten_ch_1":51.80213,"var_inten_ch_3":127.80308,"var_inten_ch_4":146.6465,"width_ch_1":21.74623}
{"case":"Test","class":"PS","angle_ch_1":52.52976,"area_ch_1":179,"avg_inten_ch_1":36.22807,"avg_inten_ch_2":1,"avg_inten_ch_3":86.07602,"avg_inten_ch_4":74.82456,"convex_hull_area_ratio_ch_1":1.2442,"convex_hull_perim_ratio_ch_1":0.87493,"diff_inten_density_ch_1":45.21405,"diff_inten_density_ch_3":85.56856,"diff_inten_density_ch_4":43.56187,"entropy_inten_ch_1":6.05795,"entropy_inten_ch_3":6.54596,"entropy_inten_ch_4":4.86538,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":2.99472,"eq_ellipse_oblate_vol_ch_1":316.5146,"eq_ellipse_prolate_vol_ch_1":105.69092,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1.5489,"fiber_align_2_ch_4":1.11152,"fiber_length_ch_1":29.88856,"fiber_width_ch_1":6.42654,"inten_cooc_asm_ch_3":0.00741,"inten_cooc_asm_ch_4":0.119,"inten_cooc_contrast_ch_3":19.04171,"inten_cooc_contrast_ch_4":4.69663,"inten_cooc_entropy_ch_3":7.2933,"inten_cooc_entropy_ch_4":5.06382,"inten_cooc_max_ch_3":0.02041,"inten_cooc_max_ch_4":0.34868,"kurt_inten_ch_1":-0.26196,"kurt_inten_ch_3":-0.11307,"kurt_inten_ch_4":-0.77913,"length_ch_1":26.59613,"neighbor_avg_dist_ch_1":209.97361,"neighbor_min_dist_ch_1":58.938,"neighbor_var_dist_ch_1":116.49691,"perim_ch_1":72.6302,"shape_bfr_ch_1":0.59242,"shape_lwr_ch_1":2.33793,"shape_p_2_a_ch_1":2.18544,"skew_inten_ch_1":0.65361,"skew_inten_ch_3":0.9605,"skew_inten_ch_4":0.53114,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6195,"total_inten_ch_2":1,"total_inten_ch_3":14719,"total_inten_ch_4":12795,"var_inten_ch_1":26.14178,"var_inten_ch_3":71.63324,"var_inten_ch_4":73.75004,"width_ch_1":11.37593}
{"case":"Test","class":"PS","angle_ch_1":158.05317,"area_ch_1":199,"avg_inten_ch_1":20.47368,"avg_inten_ch_2":16.93684,"avg_inten_ch_3":21.54737,"avg_inten_ch_4":9.7,"convex_hull_area_ratio_ch_1":1.19804,"convex_hull_perim_ratio_ch_1":0.90547,"diff_inten_density_ch_1":39.10119,"diff_inten_density_ch_3":22.05357,"diff_inten_density_ch_4":15.54762,"entropy_inten_ch_1":5.3211,"entropy_inten_ch_3":5.28929,"entropy_inten_ch_4":4.20372,"eq_circ_diam_ch_1":15.92396,"eq_ellipse_lwr_ch_1":1.87111,"eq_ellipse_oblate_vol_ch_1":293.0229,"eq_ellipse_prolate_vol_ch_1":156.60382,"eq_sphere_area_ch_1":796.62132,"eq_sphere_vol_ch_1":2114.2274,"fiber_align_2_ch_3":1.65032,"fiber_align_2_ch_4":1.98377,"fiber_length_ch_1":27.96149,"fiber_width_ch_1":7.66604,"inten_cooc_asm_ch_3":0.01595,"inten_cooc_asm_ch_4":0.02648,"inten_cooc_contrast_ch_3":16.76815,"inten_cooc_contrast_ch_4":21.36039,"inten_cooc_entropy_ch_3":6.90316,"inten_cooc_entropy_ch_4":6.3271,"inten_cooc_max_ch_3":0.09756,"inten_cooc_max_ch_4":0.12805,"kurt_inten_ch_1":0.23964,"kurt_inten_ch_3":-0.39265,"kurt_inten_ch_4":-0.32351,"length_ch_1":25.85192,"neighbor_avg_dist_ch_1":217.24012,"neighbor_min_dist_ch_1":26.32206,"neighbor_var_dist_ch_1":111.44217,"perim_ch_1":71.25507,"shape_bfr_ch_1":0.50004,"shape_lwr_ch_1":1.67803,"shape_p_2_a_ch_1":1.8849,"skew_inten_ch_1":0.82371,"skew_inten_ch_3":0.64519,"skew_inten_ch_4":0.76199,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3890,"total_inten_ch_2":3029,"total_inten_ch_3":4094,"total_inten_ch_4":1843,"var_inten_ch_1":17.578,"var_inten_ch_3":17.64162,"var_inten_ch_4":9.60041,"width_ch_1":15.40615}
{"case":"Test","class":"WS","angle_ch_1":173.59818,"area_ch_1":312,"avg_inten_ch_1":167.55034,"avg_inten_ch_2":143.01342,"avg_inten_ch_3":157.87919,"avg_inten_ch_4":241.01678,"convex_hull_area_ratio_ch_1":1.13553,"convex_hull_perim_ratio_ch_1":0.93122,"diff_inten_density_ch_1":85.4562,"diff_inten_density_ch_3":117.9635,"diff_inten_density_ch_4":109.14964,"entropy_inten_ch_1":7.31878,"entropy_inten_ch_3":5.72638,"entropy_inten_ch_4":6.09766,"eq_circ_diam_ch_1":19.94263,"eq_ellipse_lwr_ch_1":1.8446,"eq_ellipse_oblate_vol_ch_1":571.47525,"eq_ellipse_prolate_vol_ch_1":309.80931,"eq_sphere_area_ch_1":1249.43764,"eq_sphere_vol_ch_1":4152.84471,"fiber_align_2_ch_3":1.3322,"fiber_align_2_ch_4":1.40023,"fiber_length_ch_1":29.4319,"fiber_width_ch_1":11.10265,"inten_cooc_asm_ch_3":0.10057,"inten_cooc_asm_ch_4":0.0778,"inten_cooc_contrast_ch_3":3.58156,"inten_cooc_contrast_ch_4":2.99795,"inten_cooc_entropy_ch_3":5.37942,"inten_cooc_entropy_ch_4":5.41562,"inten_cooc_max_ch_3":0.31541,"inten_cooc_max_ch_4":0.27957,"kurt_inten_ch_1":0.23448,"kurt_inten_ch_3":1.65064,"kurt_inten_ch_4":-1.01093,"length_ch_1":29.73365,"neighbor_avg_dist_ch_1":243.82614,"neighbor_min_dist_ch_1":25.83978,"neighbor_var_dist_ch_1":117.11676,"perim_ch_1":81.06909,"shape_bfr_ch_1":0.58424,"shape_lwr_ch_1":1.6536,"shape_p_2_a_ch_1":1.60049,"skew_inten_ch_1":0.43134,"skew_inten_ch_3":1.37918,"skew_inten_ch_4":0.54643,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":49930,"total_inten_ch_2":42321,"total_inten_ch_3":47048,"total_inten_ch_4":71823,"var_inten_ch_1":79.19951,"var_inten_ch_3":188.90333,"var_inten_ch_4":235.70536,"width_ch_1":17.98116}
{"case":"Test","class":"PS","angle_ch_1":52.06283,"area_ch_1":1256,"avg_inten_ch_1":147.76564,"avg_inten_ch_2":12.15596,"avg_inten_ch_3":36.33111,"avg_inten_ch_4":21.89491,"convex_hull_area_ratio_ch_1":1.99029,"convex_hull_perim_ratio_ch_1":0.84672,"diff_inten_density_ch_1":72.48401,"diff_inten_density_ch_3":33.91119,"diff_inten_density_ch_4":17.73268,"entropy_inten_ch_1":8.02618,"entropy_inten_ch_3":3.8442,"entropy_inten_ch_4":2.7659,"eq_circ_diam_ch_1":40.00219,"eq_ellipse_lwr_ch_1":2.90615,"eq_ellipse_oblate_vol_ch_1":5789.08018,"eq_ellipse_prolate_vol_ch_1":1992.00803,"eq_sphere_area_ch_1":5027.09977,"eq_sphere_vol_ch_1":33515.83706,"fiber_align_2_ch_3":1.45381,"fiber_align_2_ch_4":1.64317,"fiber_length_ch_1":115.32847,"fiber_width_ch_1":11.23363,"inten_cooc_asm_ch_3":0.28606,"inten_cooc_asm_ch_4":0.45091,"inten_cooc_contrast_ch_3":1.7666,"inten_cooc_contrast_ch_4":0.63466,"inten_cooc_entropy_ch_3":3.57406,"inten_cooc_entropy_ch_4":2.42247,"inten_cooc_max_ch_3":0.5303,"inten_cooc_max_ch_4":0.66903,"kurt_inten_ch_1":0.09121,"kurt_inten_ch_3":19.51406,"kurt_inten_ch_4":9.35775,"length_ch_1":90.60729,"neighbor_avg_dist_ch_1":225.79596,"neighbor_min_dist_ch_1":44.97776,"neighbor_var_dist_ch_1":111.80816,"perim_ch_1":253.1242,"shape_bfr_ch_1":0.35953,"shape_lwr_ch_1":2.34854,"shape_p_2_a_ch_1":3.93548,"skew_inten_ch_1":0.62532,"skew_inten_ch_3":3.87832,"skew_inten_ch_4":3.03118,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":29,"total_inten_ch_1":177171,"total_inten_ch_2":13377,"total_inten_ch_3":43561,"total_inten_ch_4":26252,"var_inten_ch_1":80.70934,"var_inten_ch_3":83.98241,"var_inten_ch_4":54.26973,"width_ch_1":38.58023}
{"case":"Test","class":"WS","angle_ch_1":27.98583,"area_ch_1":309,"avg_inten_ch_1":799.6,"avg_inten_ch_2":191.38644,"avg_inten_ch_3":19.40678,"avg_inten_ch_4":78.91864,"convex_hull_area_ratio_ch_1":1.09593,"convex_hull_perim_ratio_ch_1":0.9646,"diff_inten_density_ch_1":230.63971,"diff_inten_density_ch_3":17.75368,"diff_inten_density_ch_4":46.625,"entropy_inten_ch_1":7.96894,"entropy_inten_ch_3":4.1708,"entropy_inten_ch_4":5.87818,"eq_circ_diam_ch_1":19.84199,"eq_ellipse_lwr_ch_1":1.70225,"eq_ellipse_oblate_vol_ch_1":540.71211,"eq_ellipse_prolate_vol_ch_1":317.64575,"eq_sphere_area_ch_1":1236.85941,"eq_sphere_vol_ch_1":4090.29207,"fiber_align_2_ch_3":1.46935,"fiber_align_2_ch_4":1.17321,"fiber_length_ch_1":28.1476,"fiber_width_ch_1":11.45096,"inten_cooc_asm_ch_3":0.16178,"inten_cooc_asm_ch_4":0.06184,"inten_cooc_contrast_ch_3":4.28362,"inten_cooc_contrast_ch_4":4.57494,"inten_cooc_entropy_ch_3":4.77904,"inten_cooc_entropy_ch_4":5.90784,"inten_cooc_max_ch_3":0.39777,"inten_cooc_max_ch_4":0.24364,"kurt_inten_ch_1":-0.63187,"kurt_inten_ch_3":0.05544,"kurt_inten_ch_4":-0.9936,"length_ch_1":29.80861,"neighbor_avg_dist_ch_1":185.69998,"neighbor_min_dist_ch_1":32.82583,"neighbor_var_dist_ch_1":77.57501,"perim_ch_1":79.19713,"shape_bfr_ch_1":0.57189,"shape_lwr_ch_1":1.64339,"shape_p_2_a_ch_1":1.54854,"skew_inten_ch_1":-0.52339,"skew_inten_ch_3":1.01324,"skew_inten_ch_4":0.51186,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":235882,"total_inten_ch_2":56165,"total_inten_ch_3":5725,"total_inten_ch_4":23281,"var_inten_ch_1":326.29465,"var_inten_ch_3":23.78842,"var_inten_ch_4":76.01722,"width_ch_1":18.13854}
{"case":"Train","class":"WS","angle_ch_1":166.36528,"area_ch_1":252,"avg_inten_ch_1":268.79253,"avg_inten_ch_2":359.3112,"avg_inten_ch_3":185.38174,"avg_inten_ch_4":481.91701,"convex_hull_area_ratio_ch_1":1.03434,"convex_hull_perim_ratio_ch_1":0.96999,"diff_inten_density_ch_1":104.66964,"diff_inten_density_ch_3":118.92411,"diff_inten_density_ch_4":298.36607,"entropy_inten_ch_1":7.31887,"entropy_inten_ch_3":4.93899,"entropy_inten_ch_4":7.32076,"eq_circ_diam_ch_1":17.93423,"eq_ellipse_lwr_ch_1":1.09212,"eq_ellipse_oblate_vol_ch_1":319.8029,"eq_ellipse_prolate_vol_ch_1":292.82748,"eq_sphere_area_ch_1":1010.45125,"eq_sphere_vol_ch_1":3020.27759,"fiber_align_2_ch_3":1.07974,"fiber_align_2_ch_4":1.62916,"fiber_length_ch_1":15.45563,"fiber_width_ch_1":15.45563,"inten_cooc_asm_ch_3":0.15759,"inten_cooc_asm_ch_4":0.0093,"inten_cooc_contrast_ch_3":2.02009,"inten_cooc_contrast_ch_4":10.08259,"inten_cooc_entropy_ch_3":4.4785,"inten_cooc_entropy_ch_4":7.08608,"inten_cooc_max_ch_3":0.38839,"inten_cooc_max_ch_4":0.04911,"kurt_inten_ch_1":0.39112,"kurt_inten_ch_3":2.25662,"kurt_inten_ch_4":-0.49577,"length_ch_1":19.56905,"neighbor_avg_dist_ch_1":213.50286,"neighbor_min_dist_ch_1":28.83074,"neighbor_var_dist_ch_1":116.38888,"perim_ch_1":61.82251,"shape_bfr_ch_1":0.71237,"shape_lwr_ch_1":1.07991,"shape_p_2_a_ch_1":1.17238,"skew_inten_ch_1":-0.1602,"skew_inten_ch_3":1.8173,"skew_inten_ch_4":0.41845,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":64779,"total_inten_ch_2":86354,"total_inten_ch_3":44677,"total_inten_ch_4":116142,"var_inten_ch_1":97.61151,"var_inten_ch_3":303.04216,"var_inten_ch_4":342.58389,"width_ch_1":18.12099}
{"case":"Train","class":"PS","angle_ch_1":94.79282,"area_ch_1":578,"avg_inten_ch_1":106.61051,"avg_inten_ch_2":263.01812,"avg_inten_ch_3":216.01449,"avg_inten_ch_4":159.46377,"convex_hull_area_ratio_ch_1":1.38155,"convex_hull_perim_ratio_ch_1":0.78491,"diff_inten_density_ch_1":86.71146,"diff_inten_density_ch_3":192.76285,"diff_inten_density_ch_4":106.35573,"entropy_inten_ch_1":7.40321,"entropy_inten_ch_3":6.81386,"entropy_inten_ch_4":5.93687,"eq_circ_diam_ch_1":27.14212,"eq_ellipse_lwr_ch_1":3.01329,"eq_ellipse_oblate_vol_ch_1":1841.40976,"eq_ellipse_prolate_vol_ch_1":611.09663,"eq_sphere_area_ch_1":2314.39456,"eq_sphere_vol_ch_1":10469.59573,"fiber_align_2_ch_3":1.42013,"fiber_align_2_ch_4":1.10081,"fiber_length_ch_1":69.22011,"fiber_width_ch_1":8.74118,"inten_cooc_asm_ch_3":0.06249,"inten_cooc_asm_ch_4":0.09875,"inten_cooc_contrast_ch_3":7.7424,"inten_cooc_contrast_ch_4":4.04537,"inten_cooc_entropy_ch_3":6.23135,"inten_cooc_entropy_ch_4":5.43573,"inten_cooc_max_ch_3":0.24366,"inten_cooc_max_ch_4":0.30799,"kurt_inten_ch_1":0.62451,"kurt_inten_ch_3":0.66574,"kurt_inten_ch_4":1.78749,"length_ch_1":50.76113,"neighbor_avg_dist_ch_1":156.28348,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":66.72038,"perim_ch_1":155.92257,"shape_bfr_ch_1":0.54475,"shape_lwr_ch_1":2.42596,"shape_p_2_a_ch_1":3.19745,"skew_inten_ch_1":1.14621,"skew_inten_ch_3":1.21635,"skew_inten_ch_4":1.45083,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":58849,"total_inten_ch_2":144635,"total_inten_ch_3":119240,"total_inten_ch_4":88024,"var_inten_ch_1":97.20814,"var_inten_ch_3":250.5213,"var_inten_ch_4":193.17406,"width_ch_1":20.92412}
{"case":"Test","class":"PS","angle_ch_1":145.82828,"area_ch_1":185,"avg_inten_ch_1":199.27684,"avg_inten_ch_2":312.44068,"avg_inten_ch_3":423.63277,"avg_inten_ch_4":314.22599,"convex_hull_area_ratio_ch_1":1.11717,"convex_hull_perim_ratio_ch_1":0.94728,"diff_inten_density_ch_1":102.64486,"diff_inten_density_ch_3":222.35826,"diff_inten_density_ch_4":165.62928,"entropy_inten_ch_1":7.096,"entropy_inten_ch_3":7.19343,"entropy_inten_ch_4":6.89862,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.80347,"eq_ellipse_oblate_vol_ch_1":258.66405,"eq_ellipse_prolate_vol_ch_1":143.42565,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.4013,"fiber_align_2_ch_4":1.25007,"fiber_length_ch_1":20.50904,"fiber_width_ch_1":9.37841,"inten_cooc_asm_ch_3":0.00979,"inten_cooc_asm_ch_4":0.01393,"inten_cooc_contrast_ch_3":8.60785,"inten_cooc_contrast_ch_4":7.5997,"inten_cooc_entropy_ch_3":6.95113,"inten_cooc_entropy_ch_4":6.71713,"inten_cooc_max_ch_3":0.03086,"inten_cooc_max_ch_4":0.07407,"kurt_inten_ch_1":2.95756,"kurt_inten_ch_3":5.81214,"kurt_inten_ch_4":-0.53898,"length_ch_1":21.8756,"neighbor_avg_dist_ch_1":158.54529,"neighbor_min_dist_ch_1":30.11114,"neighbor_var_dist_ch_1":65.14568,"perim_ch_1":59.77489,"shape_bfr_ch_1":0.62435,"shape_lwr_ch_1":1.6104,"shape_p_2_a_ch_1":1.47826,"skew_inten_ch_1":1.31424,"skew_inten_ch_3":1.90238,"skew_inten_ch_4":0.53089,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":35272,"total_inten_ch_2":55126,"total_inten_ch_3":74983,"total_inten_ch_4":55618,"var_inten_ch_1":130.69746,"var_inten_ch_3":335.73169,"var_inten_ch_4":234.57028,"width_ch_1":13.58394}
{"case":"Test","class":"PS","angle_ch_1":154.57631,"area_ch_1":200,"avg_inten_ch_1":143.94764,"avg_inten_ch_2":285.75393,"avg_inten_ch_3":249.66492,"avg_inten_ch_4":618.2356,"convex_hull_area_ratio_ch_1":1.18069,"convex_hull_perim_ratio_ch_1":0.92775,"diff_inten_density_ch_1":79.42105,"diff_inten_density_ch_3":140.93567,"diff_inten_density_ch_4":381.32749,"entropy_inten_ch_1":7.07738,"entropy_inten_ch_3":7.20698,"entropy_inten_ch_4":7.23701,"eq_circ_diam_ch_1":15.96581,"eq_ellipse_lwr_ch_1":2.29838,"eq_ellipse_oblate_vol_ch_1":327.32746,"eq_ellipse_prolate_vol_ch_1":142.41665,"eq_sphere_area_ch_1":800.81406,"eq_sphere_vol_ch_1":2130.94061,"fiber_align_2_ch_3":1.64194,"fiber_align_2_ch_4":1.06227,"fiber_length_ch_1":26.30663,"fiber_width_ch_1":8.04868,"inten_cooc_asm_ch_3":0.0089,"inten_cooc_asm_ch_4":0.00963,"inten_cooc_contrast_ch_3":8.50802,"inten_cooc_contrast_ch_4":13.45399,"inten_cooc_entropy_ch_3":7.07729,"inten_cooc_entropy_ch_4":7.04014,"inten_cooc_max_ch_3":0.02994,"inten_cooc_max_ch_4":0.04,"kurt_inten_ch_1":-0.48931,"kurt_inten_ch_3":-0.29788,"kurt_inten_ch_4":0.28686,"length_ch_1":25.26859,"neighbor_avg_dist_ch_1":183.34999,"neighbor_min_dist_ch_1":26.61905,"neighbor_var_dist_ch_1":101.17821,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.6517,"shape_lwr_ch_1":2.07845,"shape_p_2_a_ch_1":1.77438,"skew_inten_ch_1":0.35582,"skew_inten_ch_3":0.5823,"skew_inten_ch_4":0.55224,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":27494,"total_inten_ch_2":54389,"total_inten_ch_3":47686,"total_inten_ch_4":118083,"var_inten_ch_1":77.01953,"var_inten_ch_3":171.96211,"var_inten_ch_4":394.50628,"width_ch_1":12.15741}
{"case":"Test","class":"PS","angle_ch_1":28.2048,"area_ch_1":490,"avg_inten_ch_1":24.68803,"avg_inten_ch_2":119.64103,"avg_inten_ch_3":27.29701,"avg_inten_ch_4":130.77564,"convex_hull_area_ratio_ch_1":1.28528,"convex_hull_perim_ratio_ch_1":0.71405,"diff_inten_density_ch_1":39.39858,"diff_inten_density_ch_3":25.89151,"diff_inten_density_ch_4":76.58962,"entropy_inten_ch_1":5.71367,"entropy_inten_ch_3":5.28739,"entropy_inten_ch_4":6.14479,"eq_circ_diam_ch_1":24.99178,"eq_ellipse_lwr_ch_1":2.29037,"eq_ellipse_oblate_vol_ch_1":1253.2665,"eq_ellipse_prolate_vol_ch_1":547.18884,"eq_sphere_area_ch_1":1962.20408,"eq_sphere_vol_ch_1":8173.1614,"fiber_align_2_ch_3":1.50644,"fiber_align_2_ch_4":1.63747,"fiber_length_ch_1":63.67473,"fiber_width_ch_1":8.10732,"inten_cooc_asm_ch_3":0.06416,"inten_cooc_asm_ch_4":0.08863,"inten_cooc_contrast_ch_3":8.04953,"inten_cooc_contrast_ch_4":5.32901,"inten_cooc_entropy_ch_3":6.06416,"inten_cooc_entropy_ch_4":5.77079,"inten_cooc_max_ch_3":0.24292,"inten_cooc_max_ch_4":0.29481,"kurt_inten_ch_1":0.42782,"kurt_inten_ch_3":4.20375,"kurt_inten_ch_4":-0.60554,"length_ch_1":40.48494,"neighbor_avg_dist_ch_1":186.33575,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":98.07436,"perim_ch_1":143.5641,"shape_bfr_ch_1":0.55518,"shape_lwr_ch_1":1.85497,"shape_p_2_a_ch_1":3.17713,"skew_inten_ch_1":0.68445,"skew_inten_ch_3":1.5915,"skew_inten_ch_4":0.50306,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":14,"total_inten_ch_1":11554,"total_inten_ch_2":55525,"total_inten_ch_3":12775,"total_inten_ch_4":61203,"var_inten_ch_1":18.5415,"var_inten_ch_3":30.92905,"var_inten_ch_4":120.85215,"width_ch_1":21.82512}
{"case":"Train","class":"PS","angle_ch_1":158.00107,"area_ch_1":183,"avg_inten_ch_1":23.34286,"avg_inten_ch_2":127.12571,"avg_inten_ch_3":5.67429,"avg_inten_ch_4":116.84,"convex_hull_area_ratio_ch_1":1.14555,"convex_hull_perim_ratio_ch_1":0.92859,"diff_inten_density_ch_1":35.0641,"diff_inten_density_ch_3":9.23077,"diff_inten_density_ch_4":48.16026,"entropy_inten_ch_1":5.59888,"entropy_inten_ch_3":2.71264,"entropy_inten_ch_4":5.73493,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":2.17367,"eq_ellipse_oblate_vol_ch_1":279.17424,"eq_ellipse_prolate_vol_ch_1":128.43456,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.77735,"fiber_align_2_ch_4":1.03977,"fiber_length_ch_1":23.66856,"fiber_width_ch_1":8.21505,"inten_cooc_asm_ch_3":0.28867,"inten_cooc_asm_ch_4":0.0553,"inten_cooc_contrast_ch_3":4.34437,"inten_cooc_contrast_ch_4":4.78296,"inten_cooc_entropy_ch_3":3.6297,"inten_cooc_entropy_ch_4":5.84978,"inten_cooc_max_ch_3":0.53459,"inten_cooc_max_ch_4":0.22222,"kurt_inten_ch_1":-0.09785,"kurt_inten_ch_3":1.59811,"kurt_inten_ch_4":-1.31828,"length_ch_1":23.58743,"neighbor_avg_dist_ch_1":260.51374,"neighbor_min_dist_ch_1":18.42857,"neighbor_var_dist_ch_1":120.27788,"perim_ch_1":63.76723,"shape_bfr_ch_1":0.61819,"shape_lwr_ch_1":1.87503,"shape_p_2_a_ch_1":1.66418,"skew_inten_ch_1":0.69026,"skew_inten_ch_3":1.5329,"skew_inten_ch_4":-0.11043,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4085,"total_inten_ch_2":22073,"total_inten_ch_3":993,"total_inten_ch_4":20447,"var_inten_ch_1":16.67563,"var_inten_ch_3":8.85,"var_inten_ch_4":87.37118,"width_ch_1":12.57974}
{"case":"Train","class":"WS","angle_ch_1":50.15826,"area_ch_1":597,"avg_inten_ch_1":34.81053,"avg_inten_ch_2":136.46491,"avg_inten_ch_3":61.51228,"avg_inten_ch_4":142.52982,"convex_hull_area_ratio_ch_1":1.13438,"convex_hull_perim_ratio_ch_1":0.84327,"diff_inten_density_ch_1":46.27648,"diff_inten_density_ch_3":59.59606,"diff_inten_density_ch_4":98.43018,"entropy_inten_ch_1":6.24823,"entropy_inten_ch_3":6.30496,"entropy_inten_ch_4":7.36406,"eq_circ_diam_ch_1":27.5811,"eq_ellipse_lwr_ch_1":1.76461,"eq_ellipse_oblate_vol_ch_1":1478.62523,"eq_ellipse_prolate_vol_ch_1":837.9335,"eq_sphere_area_ch_1":2389.86395,"eq_sphere_vol_ch_1":10985.84784,"fiber_align_2_ch_3":1.51948,"fiber_align_2_ch_4":1.20098,"fiber_length_ch_1":48.27958,"fiber_width_ch_1":12.80391,"inten_cooc_asm_ch_3":0.04173,"inten_cooc_asm_ch_4":0.01328,"inten_cooc_contrast_ch_3":9.69609,"inten_cooc_contrast_ch_4":10.03798,"inten_cooc_entropy_ch_3":6.51842,"inten_cooc_entropy_ch_4":7.21631,"inten_cooc_max_ch_3":0.19887,"inten_cooc_max_ch_4":0.09551,"kurt_inten_ch_1":1.3063,"kurt_inten_ch_3":3.617,"kurt_inten_ch_4":-0.83159,"length_ch_1":39.18989,"neighbor_avg_dist_ch_1":163.54317,"neighbor_min_dist_ch_1":34.07917,"neighbor_var_dist_ch_1":81.1238,"perim_ch_1":122.16699,"shape_bfr_ch_1":0.61227,"shape_lwr_ch_1":1.5739,"shape_p_2_a_ch_1":1.92127,"skew_inten_ch_1":1.10741,"skew_inten_ch_3":1.79174,"skew_inten_ch_4":0.45707,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":19842,"total_inten_ch_2":77216,"total_inten_ch_3":35062,"total_inten_ch_4":81242,"var_inten_ch_1":28.98032,"var_inten_ch_3":72.22934,"var_inten_ch_4":112.61113,"width_ch_1":24.89984}
{"case":"Train","class":"WS","angle_ch_1":4.99118,"area_ch_1":161,"avg_inten_ch_1":703.42857,"avg_inten_ch_2":169.62987,"avg_inten_ch_3":28.37013,"avg_inten_ch_4":12.71429,"convex_hull_area_ratio_ch_1":1.11146,"convex_hull_perim_ratio_ch_1":0.94573,"diff_inten_density_ch_1":341.23827,"diff_inten_density_ch_3":20.37906,"diff_inten_density_ch_4":13.59928,"entropy_inten_ch_1":7.1499,"entropy_inten_ch_3":5.44192,"entropy_inten_ch_4":3.84128,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.45088,"eq_ellipse_oblate_vol_ch_1":188.28591,"eq_ellipse_prolate_vol_ch_1":129.77393,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.26207,"fiber_align_2_ch_4":1.02481,"fiber_length_ch_1":17.6479,"fiber_width_ch_1":9.59219,"inten_cooc_asm_ch_3":0.00796,"inten_cooc_asm_ch_4":0.14831,"inten_cooc_contrast_ch_3":21.80409,"inten_cooc_contrast_ch_4":5.50477,"inten_cooc_entropy_ch_3":7.15803,"inten_cooc_entropy_ch_4":4.77066,"inten_cooc_max_ch_3":0.02143,"inten_cooc_max_ch_4":0.37857,"kurt_inten_ch_1":0.47497,"kurt_inten_ch_3":-0.84694,"kurt_inten_ch_4":0.18625,"length_ch_1":17.51691,"neighbor_avg_dist_ch_1":157.34053,"neighbor_min_dist_ch_1":23.36889,"neighbor_var_dist_ch_1":69.97141,"perim_ch_1":54.48018,"shape_bfr_ch_1":0.68128,"shape_lwr_ch_1":1.29503,"shape_p_2_a_ch_1":1.39526,"skew_inten_ch_1":0.4129,"skew_inten_ch_3":-0.00982,"skew_inten_ch_4":1.08802,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":108328,"total_inten_ch_2":25970,"total_inten_ch_3":4369,"total_inten_ch_4":1958,"var_inten_ch_1":332.58083,"var_inten_ch_3":16.49713,"var_inten_ch_4":16.07762,"width_ch_1":13.52628}
{"case":"Test","class":"WS","angle_ch_1":147.22823,"area_ch_1":521,"avg_inten_ch_1":17.1988,"avg_inten_ch_2":109.72289,"avg_inten_ch_3":26.53213,"avg_inten_ch_4":54.83534,"convex_hull_area_ratio_ch_1":1.24304,"convex_hull_perim_ratio_ch_1":0.85478,"diff_inten_density_ch_1":32.2351,"diff_inten_density_ch_3":25.98158,"diff_inten_density_ch_4":38.55796,"entropy_inten_ch_1":5.18024,"entropy_inten_ch_3":5.18842,"entropy_inten_ch_4":5.43239,"eq_circ_diam_ch_1":25.78036,"eq_ellipse_lwr_ch_1":1.74455,"eq_ellipse_oblate_vol_ch_1":1200.62333,"eq_ellipse_prolate_vol_ch_1":688.21534,"eq_sphere_area_ch_1":2087.98639,"eq_sphere_vol_ch_1":8971.50513,"fiber_align_2_ch_3":1.63481,"fiber_align_2_ch_4":1.42342,"fiber_length_ch_1":48.56132,"fiber_width_ch_1":11.23488,"inten_cooc_asm_ch_3":0.07274,"inten_cooc_asm_ch_4":0.10047,"inten_cooc_contrast_ch_3":9.59786,"inten_cooc_contrast_ch_4":4.8315,"inten_cooc_entropy_ch_3":6.02235,"inten_cooc_entropy_ch_4":5.51116,"inten_cooc_max_ch_3":0.26022,"inten_cooc_max_ch_4":0.31828,"kurt_inten_ch_1":0.20701,"kurt_inten_ch_3":1.37289,"kurt_inten_ch_4":-0.89473,"length_ch_1":38.13592,"neighbor_avg_dist_ch_1":237.51349,"neighbor_min_dist_ch_1":32.06666,"neighbor_var_dist_ch_1":128.91841,"perim_ch_1":119.5924,"shape_bfr_ch_1":0.5175,"shape_lwr_ch_1":1.44182,"shape_p_2_a_ch_1":2.0861,"skew_inten_ch_1":0.90313,"skew_inten_ch_3":1.32301,"skew_inten_ch_4":0.64289,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8565,"total_inten_ch_2":54145,"total_inten_ch_3":13213,"total_inten_ch_4":27308,"var_inten_ch_1":16.37066,"var_inten_ch_3":30.68286,"var_inten_ch_4":58.48407,"width_ch_1":26.44981}
{"case":"Test","class":"PS","angle_ch_1":104.31574,"area_ch_1":286,"avg_inten_ch_1":126.30403,"avg_inten_ch_2":280.83516,"avg_inten_ch_3":159.30037,"avg_inten_ch_4":401.1685,"convex_hull_area_ratio_ch_1":1.13911,"convex_hull_perim_ratio_ch_1":0.9137,"diff_inten_density_ch_1":70.96,"diff_inten_density_ch_3":103.14,"diff_inten_density_ch_4":265.144,"entropy_inten_ch_1":7.1242,"entropy_inten_ch_3":7.04972,"entropy_inten_ch_4":7.44847,"eq_circ_diam_ch_1":19.08779,"eq_ellipse_lwr_ch_1":1.91322,"eq_ellipse_oblate_vol_ch_1":510.32674,"eq_ellipse_prolate_vol_ch_1":266.73667,"eq_sphere_area_ch_1":1144.61905,"eq_sphere_vol_ch_1":3641.37383,"fiber_align_2_ch_3":1.41073,"fiber_align_2_ch_4":1.48106,"fiber_length_ch_1":28.62202,"fiber_width_ch_1":10.46464,"inten_cooc_asm_ch_3":0.01546,"inten_cooc_asm_ch_4":0.00954,"inten_cooc_contrast_ch_3":8.61159,"inten_cooc_contrast_ch_4":11.24617,"inten_cooc_entropy_ch_3":6.95415,"inten_cooc_entropy_ch_4":7.19512,"inten_cooc_max_ch_3":0.10277,"inten_cooc_max_ch_4":0.04858,"kurt_inten_ch_1":-0.19004,"kurt_inten_ch_3":0.68921,"kurt_inten_ch_4":-0.13109,"length_ch_1":27.81769,"neighbor_avg_dist_ch_1":202.04789,"neighbor_min_dist_ch_1":31.33928,"neighbor_var_dist_ch_1":100.31838,"perim_ch_1":78.17332,"shape_bfr_ch_1":0.59149,"shape_lwr_ch_1":1.59953,"shape_p_2_a_ch_1":1.6236,"skew_inten_ch_1":0.29484,"skew_inten_ch_3":1.00576,"skew_inten_ch_4":0.57747,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":34481,"total_inten_ch_2":76396,"total_inten_ch_3":43489,"total_inten_ch_4":109519,"var_inten_ch_1":63.79454,"var_inten_ch_3":133.15035,"var_inten_ch_4":300.13786,"width_ch_1":17.3912}
{"case":"Test","class":"PS","angle_ch_1":168.69906,"area_ch_1":259,"avg_inten_ch_1":30.58468,"avg_inten_ch_2":220.81048,"avg_inten_ch_3":24.65323,"avg_inten_ch_4":96.29435,"convex_hull_area_ratio_ch_1":1.17909,"convex_hull_perim_ratio_ch_1":0.91294,"diff_inten_density_ch_1":39.68874,"diff_inten_density_ch_3":27.55629,"diff_inten_density_ch_4":64.72185,"entropy_inten_ch_1":5.89836,"entropy_inten_ch_3":5.05366,"entropy_inten_ch_4":6.06374,"eq_circ_diam_ch_1":18.19282,"eq_ellipse_lwr_ch_1":1.58941,"eq_ellipse_oblate_vol_ch_1":402.73341,"eq_ellipse_prolate_vol_ch_1":253.38476,"eq_sphere_area_ch_1":1039.80045,"eq_sphere_vol_ch_1":3152.81739,"fiber_align_2_ch_3":1.72149,"fiber_align_2_ch_4":1.43177,"fiber_length_ch_1":27.76515,"fiber_width_ch_1":9.74942,"inten_cooc_asm_ch_3":0.06244,"inten_cooc_asm_ch_4":0.04256,"inten_cooc_contrast_ch_3":10.13535,"inten_cooc_contrast_ch_4":5.18711,"inten_cooc_entropy_ch_3":5.96694,"inten_cooc_entropy_ch_4":6.10169,"inten_cooc_max_ch_3":0.24123,"inten_cooc_max_ch_4":0.18667,"kurt_inten_ch_1":0.17231,"kurt_inten_ch_3":0.08751,"kurt_inten_ch_4":-0.68521,"length_ch_1":23.08861,"neighbor_avg_dist_ch_1":225.81907,"neighbor_min_dist_ch_1":23.54762,"neighbor_var_dist_ch_1":102.29003,"perim_ch_1":75.02913,"shape_bfr_ch_1":0.65207,"shape_lwr_ch_1":1.33721,"shape_p_2_a_ch_1":1.65489,"skew_inten_ch_1":0.58727,"skew_inten_ch_3":0.92597,"skew_inten_ch_4":0.64725,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7585,"total_inten_ch_2":54514,"total_inten_ch_3":6114,"total_inten_ch_4":23881,"var_inten_ch_1":19.46732,"var_inten_ch_3":25.87487,"var_inten_ch_4":93.25329,"width_ch_1":17.2663}
{"case":"Train","class":"PS","angle_ch_1":174.32905,"area_ch_1":493,"avg_inten_ch_1":37.81529,"avg_inten_ch_2":92.0276,"avg_inten_ch_3":54.5138,"avg_inten_ch_4":63.94268,"convex_hull_area_ratio_ch_1":1.38757,"convex_hull_perim_ratio_ch_1":0.75473,"diff_inten_density_ch_1":48.06061,"diff_inten_density_ch_3":59.31935,"diff_inten_density_ch_4":47.03263,"entropy_inten_ch_1":6.3217,"entropy_inten_ch_3":6.09027,"entropy_inten_ch_4":5.13043,"eq_circ_diam_ch_1":25.07175,"eq_ellipse_lwr_ch_1":2.0642,"eq_ellipse_oblate_vol_ch_1":1201.23733,"eq_ellipse_prolate_vol_ch_1":581.93838,"eq_sphere_area_ch_1":1974.78231,"eq_sphere_vol_ch_1":8251.8753,"fiber_align_2_ch_3":1.02619,"fiber_align_2_ch_4":1.29626,"fiber_length_ch_1":59.831,"fiber_width_ch_1":8.66758,"inten_cooc_asm_ch_3":0.02863,"inten_cooc_asm_ch_4":0.13749,"inten_cooc_contrast_ch_3":12.47096,"inten_cooc_contrast_ch_4":3.30681,"inten_cooc_entropy_ch_3":6.73254,"inten_cooc_entropy_ch_4":5.01385,"inten_cooc_max_ch_3":0.15349,"inten_cooc_max_ch_4":0.36279,"kurt_inten_ch_1":1.41593,"kurt_inten_ch_3":1.77143,"kurt_inten_ch_4":0.4752,"length_ch_1":37.17548,"neighbor_avg_dist_ch_1":193.27587,"neighbor_min_dist_ch_1":29.47789,"neighbor_var_dist_ch_1":82.42648,"perim_ch_1":136.99716,"shape_bfr_ch_1":0.55696,"shape_lwr_ch_1":1.5591,"shape_p_2_a_ch_1":2.87996,"skew_inten_ch_1":1.27064,"skew_inten_ch_3":1.40657,"skew_inten_ch_4":1.16299,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":10,"total_inten_ch_1":17811,"total_inten_ch_2":42875,"total_inten_ch_3":25676,"total_inten_ch_4":30117,"var_inten_ch_1":34.35406,"var_inten_ch_3":60.99542,"var_inten_ch_4":81.4264,"width_ch_1":23.84416}
{"case":"Test","class":"PS","angle_ch_1":175.50509,"area_ch_1":297,"avg_inten_ch_1":26.01761,"avg_inten_ch_2":4.12324,"avg_inten_ch_3":63.22535,"avg_inten_ch_4":5.07042,"convex_hull_area_ratio_ch_1":1.22463,"convex_hull_perim_ratio_ch_1":0.89052,"diff_inten_density_ch_1":38.74708,"diff_inten_density_ch_3":37.63035,"diff_inten_density_ch_4":10.66926,"entropy_inten_ch_1":5.79276,"entropy_inten_ch_3":6.58935,"entropy_inten_ch_4":3.34545,"eq_circ_diam_ch_1":19.46854,"eq_ellipse_lwr_ch_1":2.0464,"eq_ellipse_oblate_vol_ch_1":560.00863,"eq_ellipse_prolate_vol_ch_1":273.65501,"eq_sphere_area_ch_1":1190.73923,"eq_sphere_vol_ch_1":3863.65915,"fiber_align_2_ch_3":1.54395,"fiber_align_2_ch_4":1,"fiber_length_ch_1":34.92294,"fiber_width_ch_1":9.01928,"inten_cooc_asm_ch_3":0.00774,"inten_cooc_asm_ch_4":0.0803,"inten_cooc_contrast_ch_3":10.86979,"inten_cooc_contrast_ch_4":17.29095,"inten_cooc_entropy_ch_3":7.28624,"inten_cooc_entropy_ch_4":5.58712,"inten_cooc_max_ch_3":0.02317,"inten_cooc_max_ch_4":0.27059,"kurt_inten_ch_1":0.42348,"kurt_inten_ch_3":-0.55963,"kurt_inten_ch_4":0.42147,"length_ch_1":29.30063,"neighbor_avg_dist_ch_1":286.17524,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":122.41965,"perim_ch_1":87.88444,"shape_bfr_ch_1":0.57563,"shape_lwr_ch_1":1.66011,"shape_p_2_a_ch_1":1.95132,"skew_inten_ch_1":0.85254,"skew_inten_ch_3":0.33341,"skew_inten_ch_4":1.14213,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7389,"total_inten_ch_2":888,"total_inten_ch_3":17956,"total_inten_ch_4":1440,"var_inten_ch_1":20.79282,"var_inten_ch_3":38.51146,"var_inten_ch_4":6.34473,"width_ch_1":17.64976}
{"case":"Train","class":"WS","angle_ch_1":52.7516,"area_ch_1":257,"avg_inten_ch_1":155.58537,"avg_inten_ch_2":213.28049,"avg_inten_ch_3":174.1626,"avg_inten_ch_4":53.91057,"convex_hull_area_ratio_ch_1":1.16537,"convex_hull_perim_ratio_ch_1":0.85799,"diff_inten_density_ch_1":100.29306,"diff_inten_density_ch_3":143.06264,"diff_inten_density_ch_4":34.2528,"entropy_inten_ch_1":7.38138,"entropy_inten_ch_3":4.67542,"entropy_inten_ch_4":5.78631,"eq_circ_diam_ch_1":18.11932,"eq_ellipse_lwr_ch_1":1.43862,"eq_ellipse_oblate_vol_ch_1":378.52722,"eq_ellipse_prolate_vol_ch_1":263.11846,"eq_sphere_area_ch_1":1031.41497,"eq_sphere_vol_ch_1":3114.75546,"fiber_align_2_ch_3":1.7371,"fiber_align_2_ch_4":1.43919,"fiber_length_ch_1":29.67156,"fiber_width_ch_1":9.07885,"inten_cooc_asm_ch_3":0.19615,"inten_cooc_asm_ch_4":0.04266,"inten_cooc_contrast_ch_3":2.93706,"inten_cooc_contrast_ch_4":7.40031,"inten_cooc_entropy_ch_3":4.39103,"inten_cooc_entropy_ch_4":6.30378,"inten_cooc_max_ch_3":0.43891,"inten_cooc_max_ch_4":0.1991,"kurt_inten_ch_1":0.63883,"kurt_inten_ch_3":0.15215,"kurt_inten_ch_4":-1.19612,"length_ch_1":24.35531,"neighbor_avg_dist_ch_1":205.16336,"neighbor_min_dist_ch_1":35.83333,"neighbor_var_dist_ch_1":92.56824,"perim_ch_1":77.50083,"shape_bfr_ch_1":0.55503,"shape_lwr_ch_1":1.27682,"shape_p_2_a_ch_1":1.77431,"skew_inten_ch_1":1.08783,"skew_inten_ch_3":1.1115,"skew_inten_ch_4":0.15728,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":38274,"total_inten_ch_2":52222,"total_inten_ch_3":42844,"total_inten_ch_4":13262,"var_inten_ch_1":122.12864,"var_inten_ch_3":222.81311,"var_inten_ch_4":42.99811,"width_ch_1":19.07491}
{"case":"Train","class":"WS","angle_ch_1":111.58924,"area_ch_1":212,"avg_inten_ch_1":135.133,"avg_inten_ch_2":317.4532,"avg_inten_ch_3":175.97537,"avg_inten_ch_4":235.86207,"convex_hull_area_ratio_ch_1":1.02375,"convex_hull_perim_ratio_ch_1":0.97059,"diff_inten_density_ch_1":76.98396,"diff_inten_density_ch_3":140.21925,"diff_inten_density_ch_4":156.40107,"entropy_inten_ch_1":6.89729,"entropy_inten_ch_3":7.22744,"entropy_inten_ch_4":6.8091,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":1.14339,"eq_ellipse_oblate_vol_ch_1":252.96586,"eq_ellipse_prolate_vol_ch_1":221.24288,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.45602,"fiber_align_2_ch_4":1.45775,"fiber_length_ch_1":14.13195,"fiber_width_ch_1":14.13195,"inten_cooc_asm_ch_3":0.00757,"inten_cooc_asm_ch_4":0.01185,"inten_cooc_contrast_ch_3":16.47229,"inten_cooc_contrast_ch_4":14.35164,"inten_cooc_entropy_ch_3":7.30259,"inten_cooc_entropy_ch_4":7.02254,"inten_cooc_max_ch_3":0.03191,"inten_cooc_max_ch_4":0.07527,"kurt_inten_ch_1":0.75771,"kurt_inten_ch_3":-0.74849,"kurt_inten_ch_4":-0.44978,"length_ch_1":18.82072,"neighbor_avg_dist_ch_1":235.82288,"neighbor_min_dist_ch_1":35.49534,"neighbor_var_dist_ch_1":127.06486,"perim_ch_1":56.5278,"shape_bfr_ch_1":0.65376,"shape_lwr_ch_1":1.08831,"shape_p_2_a_ch_1":1.15245,"skew_inten_ch_1":0.92751,"skew_inten_ch_3":0.4927,"skew_inten_ch_4":0.40268,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":27432,"total_inten_ch_2":64241,"total_inten_ch_3":35723,"total_inten_ch_4":47880,"var_inten_ch_1":73.68063,"var_inten_ch_3":121.53353,"var_inten_ch_4":152.69171,"width_ch_1":17.29346}
{"case":"Test","class":"PS","angle_ch_1":88.98002,"area_ch_1":309,"avg_inten_ch_1":62.34915,"avg_inten_ch_2":140.23051,"avg_inten_ch_3":82.14237,"avg_inten_ch_4":39.81695,"convex_hull_area_ratio_ch_1":1.08942,"convex_hull_perim_ratio_ch_1":0.95213,"diff_inten_density_ch_1":56.15867,"diff_inten_density_ch_3":72.74539,"diff_inten_density_ch_4":34.60517,"entropy_inten_ch_1":6.73805,"entropy_inten_ch_3":6.82069,"entropy_inten_ch_4":4.72028,"eq_circ_diam_ch_1":19.84199,"eq_ellipse_lwr_ch_1":2.85617,"eq_ellipse_oblate_vol_ch_1":700.40135,"eq_ellipse_prolate_vol_ch_1":245.22355,"eq_sphere_area_ch_1":1236.85941,"eq_sphere_vol_ch_1":4090.29207,"fiber_align_2_ch_3":1.35296,"fiber_align_2_ch_4":1.71395,"fiber_length_ch_1":32.3287,"fiber_width_ch_1":9.88084,"inten_cooc_asm_ch_3":0.00828,"inten_cooc_asm_ch_4":0.14092,"inten_cooc_contrast_ch_3":14.82245,"inten_cooc_contrast_ch_4":4.52036,"inten_cooc_entropy_ch_3":7.34749,"inten_cooc_entropy_ch_4":4.99058,"inten_cooc_max_ch_3":0.04563,"inten_cooc_max_ch_4":0.36918,"kurt_inten_ch_1":0.20595,"kurt_inten_ch_3":1.27915,"kurt_inten_ch_4":-0.11239,"length_ch_1":32.82961,"neighbor_avg_dist_ch_1":212.64114,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":107.22479,"perim_ch_1":84.41908,"shape_bfr_ch_1":0.76112,"shape_lwr_ch_1":2.65292,"shape_p_2_a_ch_1":1.77536,"skew_inten_ch_1":0.9424,"skew_inten_ch_3":1.25397,"skew_inten_ch_4":1.02241,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":18393,"total_inten_ch_2":41074,"total_inten_ch_3":24232,"total_inten_ch_4":11746,"var_inten_ch_1":48.7825,"var_inten_ch_3":72.76426,"var_inten_ch_4":49.71294,"width_ch_1":12.37489}
{"case":"Test","class":"PS","angle_ch_1":69.77641,"area_ch_1":210,"avg_inten_ch_1":23.89055,"avg_inten_ch_2":176.91045,"avg_inten_ch_3":23.70647,"avg_inten_ch_4":44.33831,"convex_hull_area_ratio_ch_1":1.18692,"convex_hull_perim_ratio_ch_1":0.8681,"diff_inten_density_ch_1":35.49014,"diff_inten_density_ch_3":23.47887,"diff_inten_density_ch_4":26.81408,"entropy_inten_ch_1":5.60459,"entropy_inten_ch_3":5.29858,"entropy_inten_ch_4":5.0939,"eq_circ_diam_ch_1":16.37843,"eq_ellipse_lwr_ch_1":1.94815,"eq_ellipse_oblate_vol_ch_1":325.33194,"eq_ellipse_prolate_vol_ch_1":166.99542,"eq_sphere_area_ch_1":842.7415,"eq_sphere_vol_ch_1":2300.46369,"fiber_align_2_ch_3":1.17139,"fiber_align_2_ch_4":1.34694,"fiber_length_ch_1":31.82671,"fiber_width_ch_1":7.04791,"inten_cooc_asm_ch_3":0.02183,"inten_cooc_asm_ch_4":0.09005,"inten_cooc_contrast_ch_3":13.98035,"inten_cooc_contrast_ch_4":3.17319,"inten_cooc_entropy_ch_3":6.61002,"inten_cooc_entropy_ch_4":5.30888,"inten_cooc_max_ch_3":0.12155,"inten_cooc_max_ch_4":0.29885,"kurt_inten_ch_1":0.32641,"kurt_inten_ch_3":1.31319,"kurt_inten_ch_4":-0.66954,"length_ch_1":26.69682,"neighbor_avg_dist_ch_1":223.94478,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":119.81477,"perim_ch_1":77.74925,"shape_bfr_ch_1":0.53088,"shape_lwr_ch_1":1.79591,"shape_p_2_a_ch_1":2.14451,"skew_inten_ch_1":0.85947,"skew_inten_ch_3":1.19635,"skew_inten_ch_4":0.70931,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":4802,"total_inten_ch_2":35359,"total_inten_ch_3":4765,"total_inten_ch_4":8912,"var_inten_ch_1":18.32319,"var_inten_ch_3":22.42951,"var_inten_ch_4":45.97366,"width_ch_1":14.86536}
{"case":"Test","class":"PS","angle_ch_1":20.52635,"area_ch_1":150,"avg_inten_ch_1":138.51389,"avg_inten_ch_2":221.63889,"avg_inten_ch_3":7.31944,"avg_inten_ch_4":96.52778,"convex_hull_area_ratio_ch_1":1.03268,"convex_hull_perim_ratio_ch_1":0.98193,"diff_inten_density_ch_1":56.67568,"diff_inten_density_ch_3":10.46718,"diff_inten_density_ch_4":43.72587,"entropy_inten_ch_1":6.64712,"entropy_inten_ch_3":3.59575,"entropy_inten_ch_4":4.09319,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":1.24295,"eq_ellipse_oblate_vol_ch_1":157.57682,"eq_ellipse_prolate_vol_ch_1":126.77635,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.50689,"fiber_align_2_ch_4":1.21892,"fiber_length_ch_1":12.14644,"fiber_width_ch_1":12.14644,"inten_cooc_asm_ch_3":0.14085,"inten_cooc_asm_ch_4":0.22129,"inten_cooc_contrast_ch_3":9.20936,"inten_cooc_contrast_ch_4":1.3682,"inten_cooc_entropy_ch_3":4.91733,"inten_cooc_entropy_ch_4":4.00595,"inten_cooc_max_ch_3":0.375,"inten_cooc_max_ch_4":0.46875,"kurt_inten_ch_1":-0.87617,"kurt_inten_ch_3":0.06165,"kurt_inten_ch_4":-1.27218,"length_ch_1":16.77689,"neighbor_avg_dist_ch_1":265.55358,"neighbor_min_dist_ch_1":20.50177,"neighbor_var_dist_ch_1":121.12667,"perim_ch_1":48.58575,"shape_bfr_ch_1":0.64723,"shape_lwr_ch_1":1.20693,"shape_p_2_a_ch_1":1.17132,"skew_inten_ch_1":-0.18245,"skew_inten_ch_3":1.05665,"skew_inten_ch_4":0.61393,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":19946,"total_inten_ch_2":31773,"total_inten_ch_3":1054,"total_inten_ch_4":13900,"var_inten_ch_1":62.24872,"var_inten_ch_3":8.99433,"var_inten_ch_4":113.1801,"width_ch_1":13.90046}
{"case":"Train","class":"PS","angle_ch_1":163.14531,"area_ch_1":157,"avg_inten_ch_1":53.54,"avg_inten_ch_2":37.96,"avg_inten_ch_3":139.02,"avg_inten_ch_4":11.74,"convex_hull_area_ratio_ch_1":1.25891,"convex_hull_perim_ratio_ch_1":0.92609,"diff_inten_density_ch_1":48.53612,"diff_inten_density_ch_3":88.09506,"diff_inten_density_ch_4":19.6616,"entropy_inten_ch_1":6.0486,"entropy_inten_ch_3":6.60449,"entropy_inten_ch_4":2.96188,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":2.41102,"eq_ellipse_oblate_vol_ch_1":233.32374,"eq_ellipse_prolate_vol_ch_1":96.77384,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.47041,"fiber_align_2_ch_4":1.45312,"fiber_length_ch_1":23.61452,"fiber_width_ch_1":7.15746,"inten_cooc_asm_ch_3":0.00771,"inten_cooc_asm_ch_4":0.24066,"inten_cooc_contrast_ch_3":21.69393,"inten_cooc_contrast_ch_4":4.08094,"inten_cooc_entropy_ch_3":7.22188,"inten_cooc_entropy_ch_4":3.76632,"inten_cooc_max_ch_3":0.02256,"inten_cooc_max_ch_4":0.52308,"kurt_inten_ch_1":-0.2389,"kurt_inten_ch_3":-0.24213,"kurt_inten_ch_4":4.16737,"length_ch_1":21.37769,"neighbor_avg_dist_ch_1":236.67294,"neighbor_min_dist_ch_1":24.16277,"neighbor_var_dist_ch_1":117.97201,"perim_ch_1":61.54395,"shape_bfr_ch_1":0.64675,"shape_lwr_ch_1":1.87988,"shape_p_2_a_ch_1":1.78328,"skew_inten_ch_1":0.40169,"skew_inten_ch_3":-0.04937,"skew_inten_ch_4":1.99641,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8031,"total_inten_ch_2":5545,"total_inten_ch_3":20853,"total_inten_ch_4":1761,"var_inten_ch_1":27.34292,"var_inten_ch_3":66.29856,"var_inten_ch_4":19.7651,"width_ch_1":11.37183}
{"case":"Train","class":"PS","angle_ch_1":48.46059,"area_ch_1":189,"avg_inten_ch_1":21.83978,"avg_inten_ch_2":175.21547,"avg_inten_ch_3":45.33149,"avg_inten_ch_4":25.98343,"convex_hull_area_ratio_ch_1":1.42857,"convex_hull_perim_ratio_ch_1":0.86981,"diff_inten_density_ch_1":35.58786,"diff_inten_density_ch_3":37.24281,"diff_inten_density_ch_4":25.80511,"entropy_inten_ch_1":5.46924,"entropy_inten_ch_3":6.1984,"entropy_inten_ch_4":4.4241,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":1.69062,"eq_ellipse_oblate_vol_ch_1":258.9775,"eq_ellipse_prolate_vol_ch_1":153.1852,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.68788,"fiber_align_2_ch_4":1.50221,"fiber_length_ch_1":32.71996,"fiber_width_ch_1":6.27887,"inten_cooc_asm_ch_3":0.00823,"inten_cooc_asm_ch_4":0.10189,"inten_cooc_contrast_ch_3":14.69515,"inten_cooc_contrast_ch_4":5.8672,"inten_cooc_entropy_ch_3":7.20012,"inten_cooc_entropy_ch_4":5.21577,"inten_cooc_max_ch_3":0.03205,"inten_cooc_max_ch_4":0.3141,"kurt_inten_ch_1":0.69248,"kurt_inten_ch_3":0.53966,"kurt_inten_ch_4":-0.77825,"length_ch_1":24.74396,"neighbor_avg_dist_ch_1":228.18003,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":105.37511,"perim_ch_1":77.99767,"shape_bfr_ch_1":0.41538,"shape_lwr_ch_1":1.34049,"shape_p_2_a_ch_1":2.35644,"skew_inten_ch_1":0.91822,"skew_inten_ch_3":1.01243,"skew_inten_ch_4":0.80557,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3953,"total_inten_ch_2":31534,"total_inten_ch_3":8205,"total_inten_ch_4":4703,"var_inten_ch_1":17.13424,"var_inten_ch_3":36.62956,"var_inten_ch_4":30.43124,"width_ch_1":18.45885}
{"case":"Train","class":"PS","angle_ch_1":4.26239,"area_ch_1":741,"avg_inten_ch_1":62.19095,"avg_inten_ch_2":65.79208,"avg_inten_ch_3":18.99717,"avg_inten_ch_4":32.51627,"convex_hull_area_ratio_ch_1":1.34373,"convex_hull_perim_ratio_ch_1":0.82628,"diff_inten_density_ch_1":56.10739,"diff_inten_density_ch_3":24.46078,"diff_inten_density_ch_4":34.19726,"entropy_inten_ch_1":6.99823,"entropy_inten_ch_3":4.95599,"entropy_inten_ch_4":6.06166,"eq_circ_diam_ch_1":30.71736,"eq_ellipse_lwr_ch_1":3.11349,"eq_ellipse_oblate_vol_ch_1":2713.1551,"eq_ellipse_prolate_vol_ch_1":871.41839,"eq_sphere_area_ch_1":2964.26984,"eq_sphere_vol_ch_1":15175.75884,"fiber_align_2_ch_3":1.13243,"fiber_align_2_ch_4":1.44297,"fiber_length_ch_1":72.24012,"fiber_width_ch_1":10.70094,"inten_cooc_asm_ch_3":0.04736,"inten_cooc_asm_ch_4":0.00555,"inten_cooc_contrast_ch_3":14.31013,"inten_cooc_contrast_ch_4":27.15854,"inten_cooc_entropy_ch_3":6.42088,"inten_cooc_entropy_ch_4":7.92546,"inten_cooc_max_ch_3":0.2084,"inten_cooc_max_ch_4":0.03748,"kurt_inten_ch_1":-0.34404,"kurt_inten_ch_3":0.41425,"kurt_inten_ch_4":-0.28551,"length_ch_1":58.88058,"neighbor_avg_dist_ch_1":248.07852,"neighbor_min_dist_ch_1":26.42143,"neighbor_var_dist_ch_1":109.86673,"perim_ch_1":165.88211,"shape_bfr_ch_1":0.54887,"shape_lwr_ch_1":2.56777,"shape_p_2_a_ch_1":2.83261,"skew_inten_ch_1":0.55841,"skew_inten_ch_3":1.04406,"skew_inten_ch_4":0.52324,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":18,"total_inten_ch_1":43969,"total_inten_ch_2":45809,"total_inten_ch_3":13431,"total_inten_ch_4":22989,"var_inten_ch_1":40.44937,"var_inten_ch_3":20.54711,"var_inten_ch_4":23.27739,"width_ch_1":22.93065}
{"case":"Train","class":"WS","angle_ch_1":129.8764,"area_ch_1":162,"avg_inten_ch_1":17.37419,"avg_inten_ch_2":61.76129,"avg_inten_ch_3":22.66452,"avg_inten_ch_4":61.15484,"convex_hull_area_ratio_ch_1":1.10272,"convex_hull_perim_ratio_ch_1":0.93534,"diff_inten_density_ch_1":32.09818,"diff_inten_density_ch_3":19.48727,"diff_inten_density_ch_4":32.68,"entropy_inten_ch_1":5.019,"entropy_inten_ch_3":4.5859,"entropy_inten_ch_4":4.98853,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":2.2508,"eq_ellipse_oblate_vol_ch_1":236.80339,"eq_ellipse_prolate_vol_ch_1":105.20837,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.32695,"fiber_align_2_ch_4":1.42597,"fiber_length_ch_1":21.44796,"fiber_width_ch_1":8.08817,"inten_cooc_asm_ch_3":0.05618,"inten_cooc_asm_ch_4":0.08197,"inten_cooc_contrast_ch_3":8.70969,"inten_cooc_contrast_ch_4":5.15415,"inten_cooc_entropy_ch_3":5.79913,"inten_cooc_entropy_ch_4":5.50096,"inten_cooc_max_ch_3":0.22302,"inten_cooc_max_ch_4":0.27941,"kurt_inten_ch_1":1.27565,"kurt_inten_ch_3":1.22995,"kurt_inten_ch_4":-1.45378,"length_ch_1":22.14871,"neighbor_avg_dist_ch_1":253.66154,"neighbor_min_dist_ch_1":39.82343,"neighbor_var_dist_ch_1":113.88056,"perim_ch_1":59.07226,"shape_bfr_ch_1":0.64359,"shape_lwr_ch_1":1.94328,"shape_p_2_a_ch_1":1.60073,"skew_inten_ch_1":1.05266,"skew_inten_ch_3":1.4508,"skew_inten_ch_4":0.22512,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":2693,"total_inten_ch_2":9419,"total_inten_ch_3":3513,"total_inten_ch_4":9479,"var_inten_ch_1":15.58045,"var_inten_ch_3":28.85364,"var_inten_ch_4":55.95634,"width_ch_1":11.39761}
{"case":"Test","class":"WS","angle_ch_1":68.41324,"area_ch_1":350,"avg_inten_ch_1":157.30539,"avg_inten_ch_2":145.74251,"avg_inten_ch_3":103.63174,"avg_inten_ch_4":97.98503,"convex_hull_area_ratio_ch_1":1.12311,"convex_hull_perim_ratio_ch_1":0.90159,"diff_inten_density_ch_1":64.77023,"diff_inten_density_ch_3":52.83172,"diff_inten_density_ch_4":65.39482,"entropy_inten_ch_1":7.54198,"entropy_inten_ch_3":6.26516,"entropy_inten_ch_4":6.6698,"eq_circ_diam_ch_1":21.11288,"eq_ellipse_lwr_ch_1":1.5302,"eq_ellipse_oblate_vol_ch_1":617.61154,"eq_ellipse_prolate_vol_ch_1":403.61482,"eq_sphere_area_ch_1":1400.37642,"eq_sphere_vol_ch_1":4927.66297,"fiber_align_2_ch_3":1.26343,"fiber_align_2_ch_4":1.46932,"fiber_length_ch_1":31.22542,"fiber_width_ch_1":11.65661,"inten_cooc_asm_ch_3":0.04515,"inten_cooc_asm_ch_4":0.02197,"inten_cooc_contrast_ch_3":4.42667,"inten_cooc_contrast_ch_4":7.58583,"inten_cooc_entropy_ch_3":6.05696,"inten_cooc_entropy_ch_4":6.76168,"inten_cooc_max_ch_3":0.19489,"inten_cooc_max_ch_4":0.13099,"kurt_inten_ch_1":-0.60719,"kurt_inten_ch_3":-1.05035,"kurt_inten_ch_4":-0.89736,"length_ch_1":29.84739,"neighbor_avg_dist_ch_1":261.41187,"neighbor_min_dist_ch_1":30.25006,"neighbor_var_dist_ch_1":120.64673,"perim_ch_1":85.76407,"shape_bfr_ch_1":0.60968,"shape_lwr_ch_1":1.55143,"shape_p_2_a_ch_1":1.60812,"skew_inten_ch_1":0.2373,"skew_inten_ch_3":0.39243,"skew_inten_ch_4":0.57081,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":52540,"total_inten_ch_2":48345,"total_inten_ch_3":34613,"total_inten_ch_4":32727,"var_inten_ch_1":89.24153,"var_inten_ch_3":94.35736,"var_inten_ch_4":87.48367,"width_ch_1":19.23868}
{"case":"Train","class":"WS","angle_ch_1":107.80918,"area_ch_1":218,"avg_inten_ch_1":246.29808,"avg_inten_ch_2":826.52885,"avg_inten_ch_3":129.36538,"avg_inten_ch_4":115.61058,"convex_hull_area_ratio_ch_1":1.00932,"convex_hull_perim_ratio_ch_1":0.9869,"diff_inten_density_ch_1":91.75844,"diff_inten_density_ch_3":88.11169,"diff_inten_density_ch_4":92.87532,"entropy_inten_ch_1":6.94124,"entropy_inten_ch_3":6.80016,"entropy_inten_ch_4":5.77752,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":1.06139,"eq_ellipse_oblate_vol_ch_1":252.78679,"eq_ellipse_prolate_vol_ch_1":238.16543,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.42805,"fiber_align_2_ch_4":1.02585,"fiber_length_ch_1":13.91991,"fiber_width_ch_1":13.91991,"inten_cooc_asm_ch_3":0.01277,"inten_cooc_asm_ch_4":0.05806,"inten_cooc_contrast_ch_3":8.88605,"inten_cooc_contrast_ch_4":6.37709,"inten_cooc_entropy_ch_3":6.93518,"inten_cooc_entropy_ch_4":5.96671,"inten_cooc_max_ch_3":0.07812,"inten_cooc_max_ch_4":0.23438,"kurt_inten_ch_1":1.44425,"kurt_inten_ch_3":2.90987,"kurt_inten_ch_4":3.01066,"length_ch_1":18.10102,"neighbor_avg_dist_ch_1":266.58701,"neighbor_min_dist_ch_1":28.46485,"neighbor_var_dist_ch_1":125.42122,"perim_ch_1":55.67965,"shape_bfr_ch_1":0.69066,"shape_lwr_ch_1":1.03794,"shape_p_2_a_ch_1":1.09727,"skew_inten_ch_1":-0.75641,"skew_inten_ch_3":1.2791,"skew_inten_ch_4":1.58629,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":51230,"total_inten_ch_2":171711,"total_inten_ch_3":26908,"total_inten_ch_4":24047,"var_inten_ch_1":70.59451,"var_inten_ch_3":104.57492,"var_inten_ch_4":126.03005,"width_ch_1":17.4394}
{"case":"Test","class":"PS","angle_ch_1":177.31854,"area_ch_1":212,"avg_inten_ch_1":70.17241,"avg_inten_ch_2":316.99015,"avg_inten_ch_3":55.39409,"avg_inten_ch_4":56.71429,"convex_hull_area_ratio_ch_1":1.04594,"convex_hull_perim_ratio_ch_1":0.97311,"diff_inten_density_ch_1":54.01622,"diff_inten_density_ch_3":45.28649,"diff_inten_density_ch_4":47.36757,"entropy_inten_ch_1":6.58988,"entropy_inten_ch_3":4.43422,"entropy_inten_ch_4":5.41439,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":1.68179,"eq_ellipse_oblate_vol_ch_1":306.79734,"eq_ellipse_prolate_vol_ch_1":182.42301,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.32584,"fiber_align_2_ch_4":1.33973,"fiber_length_ch_1":19.59226,"fiber_width_ch_1":11.35538,"inten_cooc_asm_ch_3":0.13796,"inten_cooc_asm_ch_4":0.06065,"inten_cooc_contrast_ch_3":3.61959,"inten_cooc_contrast_ch_4":7.22398,"inten_cooc_entropy_ch_3":4.71078,"inten_cooc_entropy_ch_4":5.78605,"inten_cooc_max_ch_3":0.37368,"inten_cooc_max_ch_4":0.23684,"kurt_inten_ch_1":-0.31932,"kurt_inten_ch_3":1.71765,"kurt_inten_ch_4":0.41259,"length_ch_1":22.54704,"neighbor_avg_dist_ch_1":205.56047,"neighbor_min_dist_ch_1":58.67063,"neighbor_var_dist_ch_1":79.05924,"perim_ch_1":61.89527,"shape_bfr_ch_1":0.68042,"shape_lwr_ch_1":1.62563,"shape_p_2_a_ch_1":1.3703,"skew_inten_ch_1":0.35257,"skew_inten_ch_3":1.50316,"skew_inten_ch_4":1.14127,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":14245,"total_inten_ch_2":64147,"total_inten_ch_3":11245,"total_inten_ch_4":11513,"var_inten_ch_1":36.18732,"var_inten_ch_3":75.41238,"var_inten_ch_4":63.38052,"width_ch_1":13.86972}
{"case":"Test","class":"PS","angle_ch_1":174.55095,"area_ch_1":231,"avg_inten_ch_1":53.15837,"avg_inten_ch_2":36.8914,"avg_inten_ch_3":132.47511,"avg_inten_ch_4":122.49321,"convex_hull_area_ratio_ch_1":1.35813,"convex_hull_perim_ratio_ch_1":0.84084,"diff_inten_density_ch_1":57.87113,"diff_inten_density_ch_3":121.15979,"diff_inten_density_ch_4":82.43299,"entropy_inten_ch_1":6.5483,"entropy_inten_ch_3":7.06446,"entropy_inten_ch_4":5.39641,"eq_circ_diam_ch_1":17.17396,"eq_ellipse_lwr_ch_1":2.68627,"eq_ellipse_oblate_vol_ch_1":440.43787,"eq_ellipse_prolate_vol_ch_1":163.959,"eq_sphere_area_ch_1":926.59637,"eq_sphere_vol_ch_1":2652.22098,"fiber_align_2_ch_3":1.67938,"fiber_align_2_ch_4":1.59015,"fiber_length_ch_1":39.39414,"fiber_width_ch_1":6.25945,"inten_cooc_asm_ch_3":0.00761,"inten_cooc_asm_ch_4":0.07766,"inten_cooc_contrast_ch_3":18.72116,"inten_cooc_contrast_ch_4":5.11839,"inten_cooc_entropy_ch_3":7.31026,"inten_cooc_entropy_ch_4":5.49224,"inten_cooc_max_ch_3":0.02525,"inten_cooc_max_ch_4":0.27778,"kurt_inten_ch_1":1.63585,"kurt_inten_ch_3":2.55575,"kurt_inten_ch_4":-0.66903,"length_ch_1":31.35326,"neighbor_avg_dist_ch_1":197.042,"neighbor_min_dist_ch_1":29.28167,"neighbor_var_dist_ch_1":79.66927,"perim_ch_1":91.30719,"shape_bfr_ch_1":0.52136,"shape_lwr_ch_1":2.21244,"shape_p_2_a_ch_1":2.69048,"skew_inten_ch_1":1.21438,"skew_inten_ch_3":1.42503,"skew_inten_ch_4":0.58177,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11748,"total_inten_ch_2":7933,"total_inten_ch_3":29277,"total_inten_ch_4":27071,"var_inten_ch_1":40.57993,"var_inten_ch_3":107.69529,"var_inten_ch_4":117.59812,"width_ch_1":14.17134}
{"case":"Train","class":"PS","angle_ch_1":148.26284,"area_ch_1":512,"avg_inten_ch_1":25.85276,"avg_inten_ch_2":125.3456,"avg_inten_ch_3":38.82209,"avg_inten_ch_4":81.06748,"convex_hull_area_ratio_ch_1":1.50024,"convex_hull_perim_ratio_ch_1":0.74199,"diff_inten_density_ch_1":37.43101,"diff_inten_density_ch_3":30.98404,"diff_inten_density_ch_4":49.05245,"entropy_inten_ch_1":5.8575,"entropy_inten_ch_3":5.75645,"entropy_inten_ch_4":6.16213,"eq_circ_diam_ch_1":25.54634,"eq_ellipse_lwr_ch_1":3.53677,"eq_ellipse_oblate_vol_ch_1":1663.36663,"eq_ellipse_prolate_vol_ch_1":470.30727,"eq_sphere_area_ch_1":2050.2517,"eq_sphere_vol_ch_1":8729.40382,"fiber_align_2_ch_3":1.02486,"fiber_align_2_ch_4":1.22121,"fiber_length_ch_1":75.52226,"fiber_width_ch_1":7.20676,"inten_cooc_asm_ch_3":0.04995,"inten_cooc_asm_ch_4":0.04556,"inten_cooc_contrast_ch_3":5.99297,"inten_cooc_contrast_ch_4":6.49653,"inten_cooc_entropy_ch_3":6.19296,"inten_cooc_entropy_ch_4":6.30747,"inten_cooc_max_ch_3":0.21233,"inten_cooc_max_ch_4":0.20091,"kurt_inten_ch_1":1.91376,"kurt_inten_ch_3":2.96798,"kurt_inten_ch_4":-1.17113,"length_ch_1":51.98172,"neighbor_avg_dist_ch_1":193.99327,"neighbor_min_dist_ch_1":28.52003,"neighbor_var_dist_ch_1":71.86913,"perim_ch_1":165.45803,"shape_bfr_ch_1":0.47494,"shape_lwr_ch_1":2.50374,"shape_p_2_a_ch_1":4.00266,"skew_inten_ch_1":1.16761,"skew_inten_ch_3":1.72101,"skew_inten_ch_4":0.29974,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":14,"total_inten_ch_1":12642,"total_inten_ch_2":60806,"total_inten_ch_3":18984,"total_inten_ch_4":39642,"var_inten_ch_1":20.53116,"var_inten_ch_3":46.67031,"var_inten_ch_4":70.2907,"width_ch_1":20.76162}
{"case":"Test","class":"WS","angle_ch_1":66.83466,"area_ch_1":204,"avg_inten_ch_1":189.45641,"avg_inten_ch_2":500.43077,"avg_inten_ch_3":157.65128,"avg_inten_ch_4":440.04103,"convex_hull_area_ratio_ch_1":1.0111,"convex_hull_perim_ratio_ch_1":0.98114,"diff_inten_density_ch_1":66.84916,"diff_inten_density_ch_3":98.59777,"diff_inten_density_ch_4":238.41899,"entropy_inten_ch_1":6.69896,"entropy_inten_ch_3":7.06417,"entropy_inten_ch_4":7.33292,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":1.25268,"eq_ellipse_oblate_vol_ch_1":249.28389,"eq_ellipse_prolate_vol_ch_1":198.99984,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.34473,"fiber_align_2_ch_4":1.50025,"fiber_length_ch_1":13.876,"fiber_width_ch_1":13.876,"inten_cooc_asm_ch_3":0.00818,"inten_cooc_asm_ch_4":0.00817,"inten_cooc_contrast_ch_3":12.17722,"inten_cooc_contrast_ch_4":10.16696,"inten_cooc_entropy_ch_3":7.21766,"inten_cooc_entropy_ch_4":7.15882,"inten_cooc_max_ch_3":0.0339,"inten_cooc_max_ch_4":0.0226,"kurt_inten_ch_1":1.26668,"kurt_inten_ch_3":0.45105,"kurt_inten_ch_4":-1.07182,"length_ch_1":19.62625,"neighbor_avg_dist_ch_1":280.78912,"neighbor_min_dist_ch_1":38.59368,"neighbor_var_dist_ch_1":120.68815,"perim_ch_1":55.50399,"shape_bfr_ch_1":0.6566,"shape_lwr_ch_1":1.23738,"shape_p_2_a_ch_1":1.15355,"skew_inten_ch_1":-0.9446,"skew_inten_ch_3":0.79979,"skew_inten_ch_4":0.02627,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":36944,"total_inten_ch_2":97390,"total_inten_ch_3":30742,"total_inten_ch_4":85808,"var_inten_ch_1":54.85386,"var_inten_ch_3":108.21541,"var_inten_ch_4":270.27222,"width_ch_1":15.86119}
{"case":"Test","class":"PS","angle_ch_1":64.20664,"area_ch_1":477,"avg_inten_ch_1":43.40351,"avg_inten_ch_2":27.15132,"avg_inten_ch_3":70.93421,"avg_inten_ch_4":45.375,"convex_hull_area_ratio_ch_1":1.29744,"convex_hull_perim_ratio_ch_1":0.75164,"diff_inten_density_ch_1":51.20144,"diff_inten_density_ch_3":41.20863,"diff_inten_density_ch_4":28.13909,"entropy_inten_ch_1":6.46044,"entropy_inten_ch_3":5.52723,"entropy_inten_ch_4":4.2403,"eq_circ_diam_ch_1":24.66929,"eq_ellipse_lwr_ch_1":1.5125,"eq_ellipse_oblate_vol_ch_1":979.52633,"eq_ellipse_prolate_vol_ch_1":647.62188,"eq_sphere_area_ch_1":1911.89116,"eq_sphere_vol_ch_1":7860.83282,"fiber_align_2_ch_3":1.10251,"fiber_align_2_ch_4":1.11642,"fiber_length_ch_1":55.70394,"fiber_width_ch_1":8.99927,"inten_cooc_asm_ch_3":0.11062,"inten_cooc_asm_ch_4":0.22359,"inten_cooc_contrast_ch_3":3.10707,"inten_cooc_contrast_ch_4":1.45345,"inten_cooc_entropy_ch_3":5.26031,"inten_cooc_entropy_ch_4":4.08951,"inten_cooc_max_ch_3":0.32701,"inten_cooc_max_ch_4":0.46682,"kurt_inten_ch_1":0.57227,"kurt_inten_ch_3":3.28255,"kurt_inten_ch_4":0.22747,"length_ch_1":37.9004,"neighbor_avg_dist_ch_1":256.72212,"neighbor_min_dist_ch_1":29.97158,"neighbor_var_dist_ch_1":105.11736,"perim_ch_1":129.40642,"shape_bfr_ch_1":0.48316,"shape_lwr_ch_1":1.45202,"shape_p_2_a_ch_1":2.65831,"skew_inten_ch_1":0.87138,"skew_inten_ch_3":1.63653,"skew_inten_ch_4":1.24181,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":19792,"total_inten_ch_2":11926,"total_inten_ch_3":32346,"total_inten_ch_4":20691,"var_inten_ch_1":32.66006,"var_inten_ch_3":84.01572,"var_inten_ch_4":64.42027,"width_ch_1":26.10191}
{"case":"Train","class":"WS","angle_ch_1":147.27039,"area_ch_1":474,"avg_inten_ch_1":43.03974,"avg_inten_ch_2":166.9713,"avg_inten_ch_3":81.21854,"avg_inten_ch_4":206.04194,"convex_hull_area_ratio_ch_1":1.08529,"convex_hull_perim_ratio_ch_1":0.92932,"diff_inten_density_ch_1":48.60613,"diff_inten_density_ch_3":68.19811,"diff_inten_density_ch_4":137.50708,"entropy_inten_ch_1":6.3336,"entropy_inten_ch_3":5.53413,"entropy_inten_ch_4":6.36602,"eq_circ_diam_ch_1":24.58801,"eq_ellipse_lwr_ch_1":1.77506,"eq_ellipse_oblate_vol_ch_1":1050.69048,"eq_ellipse_prolate_vol_ch_1":591.91986,"eq_sphere_area_ch_1":1899.31293,"eq_sphere_vol_ch_1":7783.38654,"fiber_align_2_ch_3":1.64255,"fiber_align_2_ch_4":1.61127,"fiber_length_ch_1":33.78766,"fiber_width_ch_1":14.54967,"inten_cooc_asm_ch_3":0.11507,"inten_cooc_asm_ch_4":0.06877,"inten_cooc_contrast_ch_3":4.62446,"inten_cooc_contrast_ch_4":5.84055,"inten_cooc_entropy_ch_3":5.31959,"inten_cooc_entropy_ch_4":5.96614,"inten_cooc_max_ch_3":0.33255,"inten_cooc_max_ch_4":0.26841,"kurt_inten_ch_1":2.16143,"kurt_inten_ch_3":2.88372,"kurt_inten_ch_4":-0.28931,"length_ch_1":36.35524,"neighbor_avg_dist_ch_1":190.92351,"neighbor_min_dist_ch_1":47.37263,"neighbor_var_dist_ch_1":77.75177,"perim_ch_1":96.67465,"shape_bfr_ch_1":0.61899,"shape_lwr_ch_1":1.72299,"shape_p_2_a_ch_1":1.51287,"skew_inten_ch_1":1.51443,"skew_inten_ch_3":1.79611,"skew_inten_ch_4":0.69349,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":19497,"total_inten_ch_2":75186,"total_inten_ch_3":36792,"total_inten_ch_4":93337,"var_inten_ch_1":41.92207,"var_inten_ch_3":114.37286,"var_inten_ch_4":199.28919,"width_ch_1":21.10005}
{"case":"Test","class":"WS","angle_ch_1":42.53334,"area_ch_1":177,"avg_inten_ch_1":523.26627,"avg_inten_ch_2":490.01183,"avg_inten_ch_3":73.18935,"avg_inten_ch_4":407.46746,"convex_hull_area_ratio_ch_1":1.03714,"convex_hull_perim_ratio_ch_1":0.96669,"diff_inten_density_ch_1":189.10356,"diff_inten_density_ch_3":67.33657,"diff_inten_density_ch_4":222.47573,"entropy_inten_ch_1":7.24993,"entropy_inten_ch_3":4.37098,"entropy_inten_ch_4":6.84757,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":1.06349,"eq_ellipse_oblate_vol_ch_1":185.31864,"eq_ellipse_prolate_vol_ch_1":174.25454,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.8022,"fiber_align_2_ch_4":1.55083,"fiber_length_ch_1":13.04604,"fiber_width_ch_1":13.04604,"inten_cooc_asm_ch_3":0.17842,"inten_cooc_asm_ch_4":0.01161,"inten_cooc_contrast_ch_3":3.35297,"inten_cooc_contrast_ch_4":10.37269,"inten_cooc_entropy_ch_3":4.45927,"inten_cooc_entropy_ch_4":6.88928,"inten_cooc_max_ch_3":0.41935,"inten_cooc_max_ch_4":0.06494,"kurt_inten_ch_1":-0.80632,"kurt_inten_ch_3":4.47944,"kurt_inten_ch_4":-1.1228,"length_ch_1":16.72872,"neighbor_avg_dist_ch_1":216.60951,"neighbor_min_dist_ch_1":23.34645,"neighbor_var_dist_ch_1":95.17611,"perim_ch_1":52.18415,"shape_bfr_ch_1":0.66031,"shape_lwr_ch_1":1.04316,"shape_p_2_a_ch_1":1.18138,"skew_inten_ch_1":-0.1885,"skew_inten_ch_3":2.02416,"skew_inten_ch_4":-0.18046,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":88432,"total_inten_ch_2":82644,"total_inten_ch_3":12369,"total_inten_ch_4":68862,"var_inten_ch_1":243.55461,"var_inten_ch_3":109.40939,"var_inten_ch_4":252.49444,"width_ch_1":16.03661}
{"case":"Test","class":"PS","angle_ch_1":53.12063,"area_ch_1":509,"avg_inten_ch_1":20.89095,"avg_inten_ch_2":15.67901,"avg_inten_ch_3":45.49177,"avg_inten_ch_4":63.75103,"convex_hull_area_ratio_ch_1":1.19921,"convex_hull_perim_ratio_ch_1":0.85819,"diff_inten_density_ch_1":34.51214,"diff_inten_density_ch_3":30.18764,"diff_inten_density_ch_4":37.25828,"entropy_inten_ch_1":5.50726,"entropy_inten_ch_3":6.52661,"entropy_inten_ch_4":4.43161,"eq_circ_diam_ch_1":25.46785,"eq_ellipse_lwr_ch_1":1.37439,"eq_ellipse_oblate_vol_ch_1":1027.38027,"eq_ellipse_prolate_vol_ch_1":747.51633,"eq_sphere_area_ch_1":2037.67347,"eq_sphere_vol_ch_1":8649.19522,"fiber_align_2_ch_3":1.68978,"fiber_align_2_ch_4":1.14434,"fiber_length_ch_1":42.6213,"fiber_width_ch_1":12.40717,"inten_cooc_asm_ch_3":0.00616,"inten_cooc_asm_ch_4":0.22979,"inten_cooc_contrast_ch_3":14.13907,"inten_cooc_contrast_ch_4":1.49669,"inten_cooc_entropy_ch_3":7.63095,"inten_cooc_entropy_ch_4":4.06532,"inten_cooc_max_ch_3":0.01987,"inten_cooc_max_ch_4":0.47461,"kurt_inten_ch_1":0.01621,"kurt_inten_ch_3":-0.2011,"kurt_inten_ch_4":0.60564,"length_ch_1":35.83333,"neighbor_avg_dist_ch_1":265.84791,"neighbor_min_dist_ch_1":54.49322,"neighbor_var_dist_ch_1":102.49141,"perim_ch_1":110.05694,"shape_bfr_ch_1":0.54666,"shape_lwr_ch_1":1.37789,"shape_p_2_a_ch_1":1.82273,"skew_inten_ch_1":0.74752,"skew_inten_ch_3":0.63102,"skew_inten_ch_4":1.17699,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":8,"total_inten_ch_1":10153,"total_inten_ch_2":7135,"total_inten_ch_3":22109,"total_inten_ch_4":30983,"var_inten_ch_1":16.92037,"var_inten_ch_3":29.42387,"var_inten_ch_4":84.54576,"width_ch_1":26.00598}
{"case":"Test","class":"WS","angle_ch_1":108.03706,"area_ch_1":277,"avg_inten_ch_1":104.20755,"avg_inten_ch_2":236.07547,"avg_inten_ch_3":52.36226,"avg_inten_ch_4":288.77736,"convex_hull_area_ratio_ch_1":1.07286,"convex_hull_perim_ratio_ch_1":0.95358,"diff_inten_density_ch_1":66.61711,"diff_inten_density_ch_3":47.93279,"diff_inten_density_ch_4":150.47454,"entropy_inten_ch_1":7.11233,"entropy_inten_ch_3":5.10619,"entropy_inten_ch_4":7.18577,"eq_circ_diam_ch_1":18.80603,"eq_ellipse_lwr_ch_1":1.38601,"eq_ellipse_oblate_vol_ch_1":415.40664,"eq_ellipse_prolate_vol_ch_1":299.71418,"eq_sphere_area_ch_1":1111.0771,"eq_sphere_vol_ch_1":3482.49183,"fiber_align_2_ch_3":1.48127,"fiber_align_2_ch_4":1.59403,"fiber_length_ch_1":19.39919,"fiber_width_ch_1":14.83191,"inten_cooc_asm_ch_3":0.11336,"inten_cooc_asm_ch_4":0.01301,"inten_cooc_contrast_ch_3":4.76513,"inten_cooc_contrast_ch_4":9.29375,"inten_cooc_entropy_ch_3":5.27486,"inten_cooc_entropy_ch_4":6.89173,"inten_cooc_max_ch_3":0.33198,"inten_cooc_max_ch_4":0.07287,"kurt_inten_ch_1":-0.92946,"kurt_inten_ch_3":4.79282,"kurt_inten_ch_4":-0.97961,"length_ch_1":23.29645,"neighbor_avg_dist_ch_1":312.73425,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":137.04012,"perim_ch_1":68.4622,"shape_bfr_ch_1":0.68219,"shape_lwr_ch_1":1.3329,"shape_p_2_a_ch_1":1.29631,"skew_inten_ch_1":0.03367,"skew_inten_ch_3":2.14425,"skew_inten_ch_4":0.00474,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":27615,"total_inten_ch_2":62296,"total_inten_ch_3":13876,"total_inten_ch_4":76526,"var_inten_ch_1":55.93371,"var_inten_ch_3":76.30473,"var_inten_ch_4":187.8595,"width_ch_1":17.47796}
{"case":"Test","class":"PS","angle_ch_1":129.18485,"area_ch_1":158,"avg_inten_ch_1":116.39073,"avg_inten_ch_2":166.62252,"avg_inten_ch_3":245.12583,"avg_inten_ch_4":84.59603,"convex_hull_area_ratio_ch_1":1.1388,"convex_hull_perim_ratio_ch_1":0.954,"diff_inten_density_ch_1":100.99259,"diff_inten_density_ch_3":206.65185,"diff_inten_density_ch_4":44.01481,"entropy_inten_ch_1":6.48643,"entropy_inten_ch_3":6.53862,"entropy_inten_ch_4":5.01292,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":2.1674,"eq_ellipse_oblate_vol_ch_1":223.43791,"eq_ellipse_prolate_vol_ch_1":103.09013,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.40737,"fiber_align_2_ch_4":1.50447,"fiber_length_ch_1":19.92631,"fiber_width_ch_1":8.33759,"inten_cooc_asm_ch_3":0.01124,"inten_cooc_asm_ch_4":0.08349,"inten_cooc_contrast_ch_3":7.00329,"inten_cooc_contrast_ch_4":3.37582,"inten_cooc_entropy_ch_3":6.71755,"inten_cooc_entropy_ch_4":5.34054,"inten_cooc_max_ch_3":0.02941,"inten_cooc_max_ch_4":0.28676,"kurt_inten_ch_1":0.56721,"kurt_inten_ch_3":0.72543,"kurt_inten_ch_4":-1.5118,"length_ch_1":21.89991,"neighbor_avg_dist_ch_1":256.04972,"neighbor_min_dist_ch_1":46.29838,"neighbor_var_dist_ch_1":107.58364,"perim_ch_1":56.5278,"shape_bfr_ch_1":0.57312,"shape_lwr_ch_1":1.73665,"shape_p_2_a_ch_1":1.53054,"skew_inten_ch_1":1.32041,"skew_inten_ch_3":1.31216,"skew_inten_ch_4":0.31399,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":17575,"total_inten_ch_2":25010,"total_inten_ch_3":37014,"total_inten_ch_4":12774,"var_inten_ch_1":118.65856,"var_inten_ch_3":289.37565,"var_inten_ch_4":82.82753,"width_ch_1":12.61044}
{"case":"Train","class":"PS","angle_ch_1":65.51079,"area_ch_1":368,"avg_inten_ch_1":51.73011,"avg_inten_ch_2":5.05114,"avg_inten_ch_3":116.14773,"avg_inten_ch_4":10.98011,"convex_hull_area_ratio_ch_1":1.43654,"convex_hull_perim_ratio_ch_1":0.7067,"diff_inten_density_ch_1":57.89068,"diff_inten_density_ch_3":105.72669,"diff_inten_density_ch_4":16.88424,"entropy_inten_ch_1":6.58227,"entropy_inten_ch_3":7.32281,"entropy_inten_ch_4":3.17761,"eq_circ_diam_ch_1":21.67432,"eq_ellipse_lwr_ch_1":2.30103,"eq_ellipse_oblate_vol_ch_1":819.40083,"eq_ellipse_prolate_vol_ch_1":356.10223,"eq_sphere_area_ch_1":1475.8458,"eq_sphere_vol_ch_1":5331.32663,"fiber_align_2_ch_3":1.43866,"fiber_align_2_ch_4":1.384,"fiber_length_ch_1":61.14955,"fiber_width_ch_1":6.44943,"inten_cooc_asm_ch_3":0.00638,"inten_cooc_asm_ch_4":0.23305,"inten_cooc_contrast_ch_3":19.21325,"inten_cooc_contrast_ch_4":4.26772,"inten_cooc_entropy_ch_3":7.65436,"inten_cooc_entropy_ch_4":3.88359,"inten_cooc_max_ch_3":0.03618,"inten_cooc_max_ch_4":0.47697,"kurt_inten_ch_1":0.30483,"kurt_inten_ch_3":0.56123,"kurt_inten_ch_4":6.63122,"length_ch_1":39.90732,"neighbor_avg_dist_ch_1":299.16934,"neighbor_min_dist_ch_1":32.82583,"neighbor_var_dist_ch_1":119.24574,"perim_ch_1":135.19796,"shape_bfr_ch_1":0.41328,"shape_lwr_ch_1":1.78391,"shape_p_2_a_ch_1":3.68819,"skew_inten_ch_1":0.76321,"skew_inten_ch_3":0.73789,"skew_inten_ch_4":2.506,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":18209,"total_inten_ch_2":1427,"total_inten_ch_3":40884,"total_inten_ch_4":3865,"var_inten_ch_1":40.09567,"var_inten_ch_3":87.31198,"var_inten_ch_4":20.83163,"width_ch_1":22.37074}
{"case":"Test","class":"WS","angle_ch_1":1.65165,"area_ch_1":178,"avg_inten_ch_1":140.70588,"avg_inten_ch_2":310.3,"avg_inten_ch_3":97.52941,"avg_inten_ch_4":128.58824,"convex_hull_area_ratio_ch_1":1.07799,"convex_hull_perim_ratio_ch_1":0.95728,"diff_inten_density_ch_1":75.7557,"diff_inten_density_ch_3":81.30619,"diff_inten_density_ch_4":85.97068,"entropy_inten_ch_1":6.78407,"entropy_inten_ch_3":4.28875,"entropy_inten_ch_4":6.47087,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":1.65403,"eq_ellipse_oblate_vol_ch_1":233.16689,"eq_ellipse_prolate_vol_ch_1":140.96879,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.56096,"fiber_align_2_ch_4":1.70408,"fiber_length_ch_1":17.05875,"fiber_width_ch_1":11.02949,"inten_cooc_asm_ch_3":0.17836,"inten_cooc_asm_ch_4":0.0175,"inten_cooc_contrast_ch_3":2.17539,"inten_cooc_contrast_ch_4":8.49883,"inten_cooc_entropy_ch_3":4.4015,"inten_cooc_entropy_ch_4":6.6459,"inten_cooc_max_ch_3":0.42,"inten_cooc_max_ch_4":0.10191,"kurt_inten_ch_1":0.49882,"kurt_inten_ch_3":0.50296,"kurt_inten_ch_4":-1.02258,"length_ch_1":20.55621,"neighbor_avg_dist_ch_1":252.79178,"neighbor_min_dist_ch_1":28.99388,"neighbor_var_dist_ch_1":106.29894,"perim_ch_1":56.17649,"shape_bfr_ch_1":0.65013,"shape_lwr_ch_1":1.5417,"shape_p_2_a_ch_1":1.33473,"skew_inten_ch_1":0.6185,"skew_inten_ch_3":1.39387,"skew_inten_ch_4":0.4208,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":23920,"total_inten_ch_2":52582,"total_inten_ch_3":16580,"total_inten_ch_4":21860,"var_inten_ch_1":66.60442,"var_inten_ch_3":151.82925,"var_inten_ch_4":105.83309,"width_ch_1":13.3335}
{"case":"Test","class":"PS","angle_ch_1":172.39422,"area_ch_1":193,"avg_inten_ch_1":27.35135,"avg_inten_ch_2":58.12973,"avg_inten_ch_3":49.24865,"avg_inten_ch_4":79.65946,"convex_hull_area_ratio_ch_1":1.4842,"convex_hull_perim_ratio_ch_1":0.88373,"diff_inten_density_ch_1":38.77429,"diff_inten_density_ch_3":42.29154,"diff_inten_density_ch_4":65.62696,"entropy_inten_ch_1":5.69875,"entropy_inten_ch_3":6.25596,"entropy_inten_ch_4":6.0779,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":4.36938,"eq_ellipse_oblate_vol_ch_1":430.21827,"eq_ellipse_prolate_vol_ch_1":98.46218,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.84726,"fiber_align_2_ch_4":2,"fiber_length_ch_1":38.87359,"fiber_width_ch_1":5.33212,"inten_cooc_asm_ch_3":0.0083,"inten_cooc_asm_ch_4":0.01574,"inten_cooc_contrast_ch_3":13.90948,"inten_cooc_contrast_ch_4":17.89674,"inten_cooc_entropy_ch_3":7.16933,"inten_cooc_entropy_ch_4":6.80887,"inten_cooc_max_ch_3":0.0241,"inten_cooc_max_ch_4":0.12048,"kurt_inten_ch_1":-0.62464,"kurt_inten_ch_3":0.94803,"kurt_inten_ch_4":-1.24403,"length_ch_1":32.8802,"neighbor_avg_dist_ch_1":298.02599,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":131.65543,"perim_ch_1":88.41142,"shape_bfr_ch_1":0.54829,"shape_lwr_ch_1":3.05683,"shape_p_2_a_ch_1":3.00089,"skew_inten_ch_1":0.44813,"skew_inten_ch_3":1.00696,"skew_inten_ch_4":-0.03342,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":2,"total_inten_ch_1":5060,"total_inten_ch_2":10570,"total_inten_ch_3":9111,"total_inten_ch_4":14737,"var_inten_ch_1":19.04563,"var_inten_ch_3":39.69618,"var_inten_ch_4":56.61189,"width_ch_1":10.7563}
{"case":"Test","class":"PS","angle_ch_1":4.36791,"area_ch_1":256,"avg_inten_ch_1":21.63265,"avg_inten_ch_2":2.15918,"avg_inten_ch_3":40.23673,"avg_inten_ch_4":26.12245,"convex_hull_area_ratio_ch_1":1.28116,"convex_hull_perim_ratio_ch_1":0.823,"diff_inten_density_ch_1":34.54023,"diff_inten_density_ch_3":27.61609,"diff_inten_density_ch_4":20.70115,"entropy_inten_ch_1":5.53304,"entropy_inten_ch_3":6.22477,"entropy_inten_ch_4":5.00004,"eq_circ_diam_ch_1":18.08245,"eq_ellipse_lwr_ch_1":2.79491,"eq_ellipse_oblate_vol_ch_1":524.39003,"eq_ellipse_prolate_vol_ch_1":187.62337,"eq_sphere_area_ch_1":1027.22222,"eq_sphere_vol_ch_1":3095.78237,"fiber_align_2_ch_3":1.25806,"fiber_align_2_ch_4":1.01852,"fiber_length_ch_1":39.36318,"fiber_width_ch_1":6.89015,"inten_cooc_asm_ch_3":0.00797,"inten_cooc_asm_ch_4":0.05721,"inten_cooc_contrast_ch_3":12.57606,"inten_cooc_contrast_ch_4":5.35338,"inten_cooc_entropy_ch_3":7.269,"inten_cooc_entropy_ch_4":5.80588,"inten_cooc_max_ch_3":0.02791,"inten_cooc_max_ch_4":0.23636,"kurt_inten_ch_1":0.23879,"kurt_inten_ch_3":0.25434,"kurt_inten_ch_4":3.59068,"length_ch_1":30.22803,"neighbor_avg_dist_ch_1":220.89248,"neighbor_min_dist_ch_1":20.70527,"neighbor_var_dist_ch_1":85.73809,"perim_ch_1":92.50666,"shape_bfr_ch_1":0.58803,"shape_lwr_ch_1":2.09225,"shape_p_2_a_ch_1":2.51082,"skew_inten_ch_1":0.9008,"skew_inten_ch_3":0.73486,"skew_inten_ch_4":1.86767,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":5300,"total_inten_ch_2":285,"total_inten_ch_3":9858,"total_inten_ch_4":6400,"var_inten_ch_1":17.79073,"var_inten_ch_3":27.45343,"var_inten_ch_4":34.32928,"width_ch_1":14.44765}
{"case":"Test","class":"PS","angle_ch_1":63.99473,"area_ch_1":626,"avg_inten_ch_1":51.79599,"avg_inten_ch_2":3.14716,"avg_inten_ch_3":124.15385,"avg_inten_ch_4":98.03344,"convex_hull_area_ratio_ch_1":2.28246,"convex_hull_perim_ratio_ch_1":0.72044,"diff_inten_density_ch_1":48.85311,"diff_inten_density_ch_3":74,"diff_inten_density_ch_4":51.6968,"entropy_inten_ch_1":6.74573,"entropy_inten_ch_3":7.61766,"entropy_inten_ch_4":6.9682,"eq_circ_diam_ch_1":28.25041,"eq_ellipse_lwr_ch_1":2.05954,"eq_ellipse_oblate_vol_ch_1":1716.55869,"eq_ellipse_prolate_vol_ch_1":833.46621,"eq_sphere_area_ch_1":2507.26077,"eq_sphere_vol_ch_1":11805.19246,"fiber_align_2_ch_3":1.71724,"fiber_align_2_ch_4":1.54302,"fiber_length_ch_1":106.28015,"fiber_width_ch_1":6.28487,"inten_cooc_asm_ch_3":0.00677,"inten_cooc_asm_ch_4":0.01989,"inten_cooc_contrast_ch_3":14.26675,"inten_cooc_contrast_ch_4":6.28792,"inten_cooc_entropy_ch_3":7.65881,"inten_cooc_entropy_ch_4":6.78964,"inten_cooc_max_ch_3":0.04183,"inten_cooc_max_ch_4":0.11407,"kurt_inten_ch_1":-0.02586,"kurt_inten_ch_3":-0.19043,"kurt_inten_ch_4":0.69227,"length_ch_1":67.23981,"neighbor_avg_dist_ch_1":221.39293,"neighbor_min_dist_ch_1":34.41584,"neighbor_var_dist_ch_1":99.59253,"perim_ch_1":225.13003,"shape_bfr_ch_1":0.26124,"shape_lwr_ch_1":1.88428,"shape_p_2_a_ch_1":6.03818,"skew_inten_ch_1":0.55711,"skew_inten_ch_3":0.43249,"skew_inten_ch_4":0.97008,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":13,"total_inten_ch_1":30974,"total_inten_ch_2":1285,"total_inten_ch_3":74244,"total_inten_ch_4":58624,"var_inten_ch_1":32.30791,"var_inten_ch_3":74.17339,"var_inten_ch_4":87.38973,"width_ch_1":35.68466}
{"case":"Train","class":"PS","angle_ch_1":41.15948,"area_ch_1":168,"avg_inten_ch_1":24.23602,"avg_inten_ch_2":1.84472,"avg_inten_ch_3":54.48447,"avg_inten_ch_4":21.86335,"convex_hull_area_ratio_ch_1":1.40678,"convex_hull_perim_ratio_ch_1":0.79894,"diff_inten_density_ch_1":38.97048,"diff_inten_density_ch_3":44.02583,"diff_inten_density_ch_4":14.64576,"entropy_inten_ch_1":5.5428,"entropy_inten_ch_3":5.82452,"entropy_inten_ch_4":3.09644,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.91185,"eq_ellipse_oblate_vol_ch_1":231.04004,"eq_ellipse_prolate_vol_ch_1":120.84634,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.65601,"fiber_align_2_ch_4":1.04434,"fiber_length_ch_1":36.01993,"fiber_width_ch_1":5.15073,"inten_cooc_asm_ch_3":0.02527,"inten_cooc_asm_ch_4":0.32634,"inten_cooc_contrast_ch_3":7.81478,"inten_cooc_contrast_ch_4":0.68114,"inten_cooc_entropy_ch_3":6.36975,"inten_cooc_entropy_ch_4":3.10289,"inten_cooc_max_ch_3":0.1295,"inten_cooc_max_ch_4":0.58273,"kurt_inten_ch_1":1.30464,"kurt_inten_ch_3":-0.01715,"kurt_inten_ch_4":0.49987,"length_ch_1":23.98193,"neighbor_avg_dist_ch_1":264.78505,"neighbor_min_dist_ch_1":38.53932,"neighbor_var_dist_ch_1":117.05819,"perim_ch_1":82.34132,"shape_bfr_ch_1":0.51094,"shape_lwr_ch_1":1.74129,"shape_p_2_a_ch_1":2.90812,"skew_inten_ch_1":1.00086,"skew_inten_ch_3":0.84471,"skew_inten_ch_4":1.37575,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":3902,"total_inten_ch_2":137,"total_inten_ch_3":8772,"total_inten_ch_4":3520,"var_inten_ch_1":19.63123,"var_inten_ch_3":49.90514,"var_inten_ch_4":34.30399,"width_ch_1":13.77251}
{"case":"Test","class":"PS","angle_ch_1":57.64584,"area_ch_1":335,"avg_inten_ch_1":22.37187,"avg_inten_ch_2":199.51875,"avg_inten_ch_3":13.85625,"avg_inten_ch_4":103.71875,"convex_hull_area_ratio_ch_1":1.14328,"convex_hull_perim_ratio_ch_1":0.88091,"diff_inten_density_ch_1":36.89097,"diff_inten_density_ch_3":18.57411,"diff_inten_density_ch_4":71.11925,"entropy_inten_ch_1":5.54696,"entropy_inten_ch_3":4.70267,"entropy_inten_ch_4":5.73873,"eq_circ_diam_ch_1":20.66566,"eq_ellipse_lwr_ch_1":1.67068,"eq_ellipse_oblate_vol_ch_1":605.19244,"eq_ellipse_prolate_vol_ch_1":362.24262,"eq_sphere_area_ch_1":1341.678,"eq_sphere_vol_ch_1":4621.10954,"fiber_align_2_ch_3":1.46531,"fiber_align_2_ch_4":1.47506,"fiber_length_ch_1":32.15212,"fiber_width_ch_1":10.97833,"inten_cooc_asm_ch_3":0.04217,"inten_cooc_asm_ch_4":0.08619,"inten_cooc_contrast_ch_3":13.23499,"inten_cooc_contrast_ch_4":6.0765,"inten_cooc_entropy_ch_3":6.29932,"inten_cooc_entropy_ch_4":5.65422,"inten_cooc_max_ch_3":0.19048,"inten_cooc_max_ch_4":0.28912,"kurt_inten_ch_1":-0.23379,"kurt_inten_ch_3":1.20906,"kurt_inten_ch_4":-1.15662,"length_ch_1":28.97526,"neighbor_avg_dist_ch_1":200.81415,"neighbor_min_dist_ch_1":45.66007,"neighbor_var_dist_ch_1":76.17019,"perim_ch_1":86.2609,"shape_bfr_ch_1":0.56874,"shape_lwr_ch_1":1.42358,"shape_p_2_a_ch_1":1.67753,"skew_inten_ch_1":0.67426,"skew_inten_ch_3":1.22504,"skew_inten_ch_4":0.41495,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7159,"total_inten_ch_2":63527,"total_inten_ch_3":4434,"total_inten_ch_4":33190,"var_inten_ch_1":17.66889,"var_inten_ch_3":15.6919,"var_inten_ch_4":99.77529,"width_ch_1":20.35383}
{"case":"Train","class":"PS","angle_ch_1":85.72801,"area_ch_1":395,"avg_inten_ch_1":33.81698,"avg_inten_ch_2":35.67639,"avg_inten_ch_3":73.76127,"avg_inten_ch_4":94.69496,"convex_hull_area_ratio_ch_1":1.84025,"convex_hull_perim_ratio_ch_1":0.71114,"diff_inten_density_ch_1":46.1047,"diff_inten_density_ch_3":67.54021,"diff_inten_density_ch_4":76.90895,"entropy_inten_ch_1":6.13978,"entropy_inten_ch_3":6.7463,"entropy_inten_ch_4":6.0541,"eq_circ_diam_ch_1":22.43081,"eq_ellipse_lwr_ch_1":2.38747,"eq_ellipse_oblate_vol_ch_1":925.12885,"eq_ellipse_prolate_vol_ch_1":387.49395,"eq_sphere_area_ch_1":1580.6644,"eq_sphere_vol_ch_1":5909.26302,"fiber_align_2_ch_3":1.66181,"fiber_align_2_ch_4":1.55716,"fiber_length_ch_1":73.66411,"fiber_width_ch_1":5.74506,"inten_cooc_asm_ch_3":0.0077,"inten_cooc_asm_ch_4":0.04892,"inten_cooc_contrast_ch_3":21.18191,"inten_cooc_contrast_ch_4":8.16799,"inten_cooc_entropy_ch_3":7.60542,"inten_cooc_entropy_ch_4":6.25863,"inten_cooc_max_ch_3":0.04908,"inten_cooc_max_ch_4":0.20859,"kurt_inten_ch_1":3.22738,"kurt_inten_ch_3":4.05575,"kurt_inten_ch_4":-0.4479,"length_ch_1":45.22752,"neighbor_avg_dist_ch_1":282.07062,"neighbor_min_dist_ch_1":27.1068,"neighbor_var_dist_ch_1":110.44987,"perim_ch_1":158.81834,"shape_bfr_ch_1":0.383,"shape_lwr_ch_1":1.98253,"shape_p_2_a_ch_1":4.74283,"skew_inten_ch_1":1.7127,"skew_inten_ch_3":1.91716,"skew_inten_ch_4":0.70395,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":11,"total_inten_ch_1":12749,"total_inten_ch_2":13074,"total_inten_ch_3":27808,"total_inten_ch_4":35700,"var_inten_ch_1":32.42205,"var_inten_ch_3":71.21031,"var_inten_ch_4":92.56123,"width_ch_1":22.81303}
{"case":"Test","class":"PS","angle_ch_1":47.663,"area_ch_1":444,"avg_inten_ch_1":33.23821,"avg_inten_ch_2":42.12264,"avg_inten_ch_3":67.52123,"avg_inten_ch_4":85.18868,"convex_hull_area_ratio_ch_1":1.30162,"convex_hull_perim_ratio_ch_1":0.67421,"diff_inten_density_ch_1":44.07733,"diff_inten_density_ch_3":46.92136,"diff_inten_density_ch_4":46.44168,"entropy_inten_ch_1":6.17791,"entropy_inten_ch_3":6.48391,"entropy_inten_ch_4":5.7107,"eq_circ_diam_ch_1":23.78796,"eq_ellipse_lwr_ch_1":1.90374,"eq_ellipse_oblate_vol_ch_1":985.31291,"eq_ellipse_prolate_vol_ch_1":517.5669,"eq_sphere_area_ch_1":1777.72336,"eq_sphere_vol_ch_1":7048.06792,"fiber_align_2_ch_3":1.58619,"fiber_align_2_ch_4":1.46769,"fiber_length_ch_1":65.10085,"fiber_width_ch_1":7.1931,"inten_cooc_asm_ch_3":0.01586,"inten_cooc_asm_ch_4":0.0915,"inten_cooc_contrast_ch_3":11.55792,"inten_cooc_contrast_ch_4":3.09,"inten_cooc_entropy_ch_3":7.10087,"inten_cooc_entropy_ch_4":5.43063,"inten_cooc_max_ch_3":0.10417,"inten_cooc_max_ch_4":0.29288,"kurt_inten_ch_1":0.06141,"kurt_inten_ch_3":0.37979,"kurt_inten_ch_4":-0.98308,"length_ch_1":37.73891,"neighbor_avg_dist_ch_1":298.17626,"neighbor_min_dist_ch_1":32.58546,"neighbor_var_dist_ch_1":126.30521,"perim_ch_1":144.58791,"shape_bfr_ch_1":0.50017,"shape_lwr_ch_1":1.60286,"shape_p_2_a_ch_1":3.55262,"skew_inten_ch_1":0.63982,"skew_inten_ch_3":0.72381,"skew_inten_ch_4":0.57983,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":7,"total_inten_ch_1":14093,"total_inten_ch_2":17437,"total_inten_ch_3":28629,"total_inten_ch_4":36120,"var_inten_ch_1":22.3525,"var_inten_ch_3":52.1561,"var_inten_ch_4":86.45564,"width_ch_1":23.54477}
{"case":"Train","class":"PS","angle_ch_1":174.26279,"area_ch_1":283,"avg_inten_ch_1":24.68519,"avg_inten_ch_2":3.65185,"avg_inten_ch_3":55.88889,"avg_inten_ch_4":16.94815,"convex_hull_area_ratio_ch_1":1.53265,"convex_hull_perim_ratio_ch_1":0.87995,"diff_inten_density_ch_1":36.85345,"diff_inten_density_ch_3":39.76293,"diff_inten_density_ch_4":19.84052,"entropy_inten_ch_1":5.64782,"entropy_inten_ch_3":6.59728,"entropy_inten_ch_4":3.37935,"eq_circ_diam_ch_1":18.98262,"eq_ellipse_lwr_ch_1":5.60813,"eq_ellipse_oblate_vol_ch_1":859.36205,"eq_ellipse_prolate_vol_ch_1":153.23509,"eq_sphere_area_ch_1":1132.04082,"eq_sphere_vol_ch_1":3581.51638,"fiber_align_2_ch_3":1.78769,"fiber_align_2_ch_4":1.60224,"fiber_length_ch_1":58.55837,"fiber_width_ch_1":5.20886,"inten_cooc_asm_ch_3":0.00715,"inten_cooc_asm_ch_4":0.27515,"inten_cooc_contrast_ch_3":14.31719,"inten_cooc_contrast_ch_4":2.64038,"inten_cooc_entropy_ch_3":7.36902,"inten_cooc_entropy_ch_4":3.70075,"inten_cooc_max_ch_3":0.02058,"inten_cooc_max_ch_4":0.53086,"kurt_inten_ch_1":0.41145,"kurt_inten_ch_3":-0.16064,"kurt_inten_ch_4":2.72736,"length_ch_1":49.51077,"neighbor_avg_dist_ch_1":226.95638,"neighbor_min_dist_ch_1":67.60245,"neighbor_var_dist_ch_1":117.97672,"perim_ch_1":127.53446,"shape_bfr_ch_1":0.40949,"shape_lwr_ch_1":3.5468,"shape_p_2_a_ch_1":4.24337,"skew_inten_ch_1":0.82352,"skew_inten_ch_3":0.52721,"skew_inten_ch_4":1.74721,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6665,"total_inten_ch_2":717,"total_inten_ch_3":15090,"total_inten_ch_4":4576,"var_inten_ch_1":18.04257,"var_inten_ch_3":36.66822,"var_inten_ch_4":27.57973,"width_ch_1":13.95928}
{"case":"Train","class":"WS","angle_ch_1":39.43084,"area_ch_1":225,"avg_inten_ch_1":48.34419,"avg_inten_ch_2":304.38605,"avg_inten_ch_3":17.96279,"avg_inten_ch_4":169.02791,"convex_hull_area_ratio_ch_1":1.07795,"convex_hull_perim_ratio_ch_1":0.95149,"diff_inten_density_ch_1":47.71574,"diff_inten_density_ch_3":19.46701,"diff_inten_density_ch_4":94.03046,"entropy_inten_ch_1":6.37893,"entropy_inten_ch_3":4.4987,"entropy_inten_ch_4":6.20361,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.38722,"eq_ellipse_oblate_vol_ch_1":303.70457,"eq_ellipse_prolate_vol_ch_1":218.93095,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.521,"fiber_align_2_ch_4":1.29987,"fiber_length_ch_1":18.30262,"fiber_width_ch_1":12.85705,"inten_cooc_asm_ch_3":0.09509,"inten_cooc_asm_ch_4":0.04402,"inten_cooc_contrast_ch_3":10.00254,"inten_cooc_contrast_ch_4":7.86802,"inten_cooc_entropy_ch_3":5.62493,"inten_cooc_entropy_ch_4":6.26077,"inten_cooc_max_ch_3":0.30964,"inten_cooc_max_ch_4":0.19289,"kurt_inten_ch_1":-0.30627,"kurt_inten_ch_3":-0.42727,"kurt_inten_ch_4":-0.51463,"length_ch_1":21.61576,"neighbor_avg_dist_ch_1":310.08753,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":109.29658,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.65193,"shape_lwr_ch_1":1.35165,"shape_p_2_a_ch_1":1.31334,"skew_inten_ch_1":0.50424,"skew_inten_ch_3":0.80241,"skew_inten_ch_4":0.30382,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10394,"total_inten_ch_2":65229,"total_inten_ch_3":3862,"total_inten_ch_4":36341,"var_inten_ch_1":29.26451,"var_inten_ch_3":19.26845,"var_inten_ch_4":128.31632,"width_ch_1":15.99207}
{"case":"Test","class":"WS","angle_ch_1":63.15907,"area_ch_1":278,"avg_inten_ch_1":331.46241,"avg_inten_ch_2":220.99248,"avg_inten_ch_3":9.77444,"avg_inten_ch_4":62.47744,"convex_hull_area_ratio_ch_1":1.04505,"convex_hull_perim_ratio_ch_1":0.96147,"diff_inten_density_ch_1":113.84318,"diff_inten_density_ch_3":13.8391,"diff_inten_density_ch_4":39.35845,"entropy_inten_ch_1":7.67551,"entropy_inten_ch_3":2.14035,"entropy_inten_ch_4":4.34152,"eq_circ_diam_ch_1":18.84148,"eq_ellipse_lwr_ch_1":1.39205,"eq_ellipse_oblate_vol_ch_1":418.66963,"eq_ellipse_prolate_vol_ch_1":300.75756,"eq_sphere_area_ch_1":1115.26984,"eq_sphere_vol_ch_1":3502.22264,"fiber_align_2_ch_3":1.41764,"fiber_align_2_ch_4":1.62972,"fiber_length_ch_1":21.63437,"fiber_width_ch_1":13.44489,"inten_cooc_asm_ch_3":0.48685,"inten_cooc_asm_ch_4":0.24058,"inten_cooc_contrast_ch_3":0.7966,"inten_cooc_contrast_ch_4":2.1073,"inten_cooc_entropy_ch_3":2.28471,"inten_cooc_entropy_ch_4":3.98703,"inten_cooc_max_ch_3":0.70161,"inten_cooc_max_ch_4":0.48971,"kurt_inten_ch_1":-0.62451,"kurt_inten_ch_3":8.50275,"kurt_inten_ch_4":-1.01676,"length_ch_1":24.27961,"neighbor_avg_dist_ch_1":230.1834,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":92.07109,"perim_ch_1":70.15851,"shape_bfr_ch_1":0.62665,"shape_lwr_ch_1":1.32492,"shape_p_2_a_ch_1":1.34663,"skew_inten_ch_1":0.01001,"skew_inten_ch_3":2.95391,"skew_inten_ch_4":0.72158,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":88169,"total_inten_ch_2":58519,"total_inten_ch_3":2600,"total_inten_ch_4":16619,"var_inten_ch_1":146.72221,"var_inten_ch_3":24.39004,"var_inten_ch_4":75.63164,"width_ch_1":18.32527}
{"case":"Test","class":"WS","angle_ch_1":68.78765,"area_ch_1":244,"avg_inten_ch_1":321.74249,"avg_inten_ch_2":235.61803,"avg_inten_ch_3":106.76824,"avg_inten_ch_4":87.67382,"convex_hull_area_ratio_ch_1":1.03711,"convex_hull_perim_ratio_ch_1":0.96028,"diff_inten_density_ch_1":128.80465,"diff_inten_density_ch_3":85.34884,"diff_inten_density_ch_4":45.32558,"entropy_inten_ch_1":7.48099,"entropy_inten_ch_3":5.86806,"entropy_inten_ch_4":6.68206,"eq_circ_diam_ch_1":17.63405,"eq_ellipse_lwr_ch_1":1.26106,"eq_ellipse_oblate_vol_ch_1":326.68067,"eq_ellipse_prolate_vol_ch_1":259.05228,"eq_sphere_area_ch_1":976.9093,"eq_sphere_vol_ch_1":2871.14534,"fiber_align_2_ch_3":1.18445,"fiber_align_2_ch_4":1.31787,"fiber_length_ch_1":15.57984,"fiber_width_ch_1":15.57984,"inten_cooc_asm_ch_3":0.0633,"inten_cooc_asm_ch_4":0.00813,"inten_cooc_contrast_ch_3":6.70106,"inten_cooc_contrast_ch_4":11.25209,"inten_cooc_entropy_ch_3":5.99909,"inten_cooc_entropy_ch_4":7.25568,"inten_cooc_max_ch_3":0.24424,"inten_cooc_max_ch_4":0.03687,"kurt_inten_ch_1":-0.94326,"kurt_inten_ch_3":0.63813,"kurt_inten_ch_4":-0.80483,"length_ch_1":21.2548,"neighbor_avg_dist_ch_1":346.74376,"neighbor_min_dist_ch_1":58.67063,"neighbor_var_dist_ch_1":131.96082,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.67952,"shape_lwr_ch_1":1.25696,"shape_p_2_a_ch_1":1.21586,"skew_inten_ch_1":-0.04523,"skew_inten_ch_3":1.09719,"skew_inten_ch_4":-0.06904,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":74966,"total_inten_ch_2":54667,"total_inten_ch_3":24877,"total_inten_ch_4":20428,"var_inten_ch_1":169.88611,"var_inten_ch_3":116.49479,"var_inten_ch_4":48.38176,"width_ch_1":16.90972}
{"case":"Train","class":"WS","angle_ch_1":167.20256,"area_ch_1":281,"avg_inten_ch_1":124.2342,"avg_inten_ch_2":255.96654,"avg_inten_ch_3":100,"avg_inten_ch_4":286.33086,"convex_hull_area_ratio_ch_1":1.09511,"convex_hull_perim_ratio_ch_1":0.91069,"diff_inten_density_ch_1":66.26016,"diff_inten_density_ch_3":55.0122,"diff_inten_density_ch_4":143.52439,"entropy_inten_ch_1":7.28999,"entropy_inten_ch_3":6.76026,"entropy_inten_ch_4":7.30817,"eq_circ_diam_ch_1":18.94743,"eq_ellipse_lwr_ch_1":2.07421,"eq_ellipse_oblate_vol_ch_1":519.72828,"eq_ellipse_prolate_vol_ch_1":250.56684,"eq_sphere_area_ch_1":1127.84807,"eq_sphere_vol_ch_1":3561.6375,"fiber_align_2_ch_3":1.30891,"fiber_align_2_ch_4":1.22222,"fiber_length_ch_1":29.33807,"fiber_width_ch_1":10.04845,"inten_cooc_asm_ch_3":0.00773,"inten_cooc_asm_ch_4":0.00907,"inten_cooc_contrast_ch_3":16.33907,"inten_cooc_contrast_ch_4":9.07256,"inten_cooc_entropy_ch_3":7.42664,"inten_cooc_entropy_ch_4":7.21104,"inten_cooc_max_ch_3":0.03984,"inten_cooc_max_ch_4":0.05578,"kurt_inten_ch_1":-0.57759,"kurt_inten_ch_3":-0.22894,"kurt_inten_ch_4":-1.44655,"length_ch_1":29.7688,"neighbor_avg_dist_ch_1":228.45524,"neighbor_min_dist_ch_1":32.7779,"neighbor_var_dist_ch_1":108.28998,"perim_ch_1":78.77306,"shape_bfr_ch_1":0.67114,"shape_lwr_ch_1":2.10935,"shape_p_2_a_ch_1":1.67499,"skew_inten_ch_1":0.4603,"skew_inten_ch_3":0.20405,"skew_inten_ch_4":-0.09803,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":33419,"total_inten_ch_2":68587,"total_inten_ch_3":26900,"total_inten_ch_4":77023,"var_inten_ch_1":80.24753,"var_inten_ch_3":52.29115,"var_inten_ch_4":194.99812,"width_ch_1":14.1128}
{"case":"Train","class":"WS","angle_ch_1":101.86997,"area_ch_1":204,"avg_inten_ch_1":206.72821,"avg_inten_ch_2":297.64615,"avg_inten_ch_3":59.36923,"avg_inten_ch_4":455.86154,"convex_hull_area_ratio_ch_1":1.02475,"convex_hull_perim_ratio_ch_1":0.97831,"diff_inten_density_ch_1":82.71588,"diff_inten_density_ch_3":36.85515,"diff_inten_density_ch_4":177.86908,"entropy_inten_ch_1":7.05077,"entropy_inten_ch_3":4.95851,"entropy_inten_ch_4":7.30854,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":1.2139,"eq_ellipse_oblate_vol_ch_1":245.39492,"eq_ellipse_prolate_vol_ch_1":202.15355,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.43115,"fiber_align_2_ch_4":1.20671,"fiber_length_ch_1":13.76998,"fiber_width_ch_1":13.76998,"inten_cooc_asm_ch_3":0.13129,"inten_cooc_asm_ch_4":0.00912,"inten_cooc_contrast_ch_3":3.56988,"inten_cooc_contrast_ch_4":11.57218,"inten_cooc_entropy_ch_3":5.01095,"inten_cooc_entropy_ch_4":7.08637,"inten_cooc_max_ch_3":0.35912,"inten_cooc_max_ch_4":0.02809,"kurt_inten_ch_1":-0.55272,"kurt_inten_ch_3":-0.45419,"kurt_inten_ch_4":0.00056,"length_ch_1":18.29613,"neighbor_avg_dist_ch_1":326.07915,"neighbor_min_dist_ch_1":74.53446,"neighbor_var_dist_ch_1":129.98693,"perim_ch_1":55.07992,"shape_bfr_ch_1":0.73063,"shape_lwr_ch_1":1.19658,"shape_p_2_a_ch_1":1.14021,"skew_inten_ch_1":-0.13951,"skew_inten_ch_3":0.77179,"skew_inten_ch_4":0.38129,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":40312,"total_inten_ch_2":57847,"total_inten_ch_3":11577,"total_inten_ch_4":88893,"var_inten_ch_1":85.57955,"var_inten_ch_3":63.58662,"var_inten_ch_4":217.48237,"width_ch_1":15.29037}
{"case":"Test","class":"WS","angle_ch_1":157.34127,"area_ch_1":432,"avg_inten_ch_1":52.23245,"avg_inten_ch_2":291.27361,"avg_inten_ch_3":48.46247,"avg_inten_ch_4":229.82567,"convex_hull_area_ratio_ch_1":1.18377,"convex_hull_perim_ratio_ch_1":0.82807,"diff_inten_density_ch_1":46.28534,"diff_inten_density_ch_3":34.32461,"diff_inten_density_ch_4":149.40838,"entropy_inten_ch_1":6.52224,"entropy_inten_ch_3":5.38375,"entropy_inten_ch_4":7.09096,"eq_circ_diam_ch_1":23.47736,"eq_ellipse_lwr_ch_1":1.48285,"eq_ellipse_oblate_vol_ch_1":835.97953,"eq_ellipse_prolate_vol_ch_1":563.76435,"eq_sphere_area_ch_1":1731.60317,"eq_sphere_vol_ch_1":6775.57838,"fiber_align_2_ch_3":1.34456,"fiber_align_2_ch_4":1.41062,"fiber_length_ch_1":41.19655,"fiber_width_ch_1":10.97252,"inten_cooc_asm_ch_3":0.10864,"inten_cooc_asm_ch_4":0.02993,"inten_cooc_contrast_ch_3":3.98376,"inten_cooc_contrast_ch_4":7.2793,"inten_cooc_entropy_ch_3":5.39427,"inten_cooc_entropy_ch_4":6.58878,"inten_cooc_max_ch_3":0.32105,"inten_cooc_max_ch_4":0.15263,"kurt_inten_ch_1":-0.41168,"kurt_inten_ch_3":0.20346,"kurt_inten_ch_4":0.33742,"length_ch_1":30.39819,"neighbor_avg_dist_ch_1":264.56275,"neighbor_min_dist_ch_1":38.98551,"neighbor_var_dist_ch_1":101.4165,"perim_ch_1":104.33816,"shape_bfr_ch_1":0.58521,"shape_lwr_ch_1":1.24915,"shape_p_2_a_ch_1":1.91649,"skew_inten_ch_1":0.42944,"skew_inten_ch_3":1.02027,"skew_inten_ch_4":1.01951,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":21572,"total_inten_ch_2":119884,"total_inten_ch_3":20015,"total_inten_ch_4":94918,"var_inten_ch_1":29.77038,"var_inten_ch_3":54.55021,"var_inten_ch_4":221.05949,"width_ch_1":24.33505}
{"case":"Test","class":"WS","angle_ch_1":97.41944,"area_ch_1":436,"avg_inten_ch_1":44.28365,"avg_inten_ch_2":185.19231,"avg_inten_ch_3":23.38221,"avg_inten_ch_4":60.31971,"convex_hull_area_ratio_ch_1":1.2023,"convex_hull_perim_ratio_ch_1":0.8327,"diff_inten_density_ch_1":44.49805,"diff_inten_density_ch_3":15.23927,"diff_inten_density_ch_4":53.31469,"entropy_inten_ch_1":6.4968,"entropy_inten_ch_3":3.12804,"entropy_inten_ch_4":5.30246,"eq_circ_diam_ch_1":23.56247,"eq_ellipse_lwr_ch_1":1.5639,"eq_ellipse_oblate_vol_ch_1":867.89196,"eq_ellipse_prolate_vol_ch_1":554.95456,"eq_sphere_area_ch_1":1744.18141,"eq_sphere_vol_ch_1":6849.53819,"fiber_align_2_ch_3":1.05569,"fiber_align_2_ch_4":1.67881,"fiber_length_ch_1":41.3558,"fiber_width_ch_1":11.02532,"inten_cooc_asm_ch_3":0.39181,"inten_cooc_asm_ch_4":0.10285,"inten_cooc_contrast_ch_3":0.65425,"inten_cooc_contrast_ch_4":5.481,"inten_cooc_entropy_ch_3":2.82877,"inten_cooc_entropy_ch_4":5.44954,"inten_cooc_max_ch_3":0.62597,"inten_cooc_max_ch_4":0.31948,"kurt_inten_ch_1":-0.04206,"kurt_inten_ch_3":2.63388,"kurt_inten_ch_4":0.1421,"length_ch_1":32.53002,"neighbor_avg_dist_ch_1":345.4996,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":159.30442,"perim_ch_1":104.76223,"shape_bfr_ch_1":0.58397,"shape_lwr_ch_1":1.41719,"shape_p_2_a_ch_1":1.91544,"skew_inten_ch_1":0.57887,"skew_inten_ch_3":1.91594,"skew_inten_ch_4":1.12671,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":18422,"total_inten_ch_2":76625,"total_inten_ch_3":9727,"total_inten_ch_4":25093,"var_inten_ch_1":28.7756,"var_inten_ch_3":43.87965,"var_inten_ch_4":74.90216,"width_ch_1":22.95384}
{"case":"Train","class":"WS","angle_ch_1":163.61623,"area_ch_1":569,"avg_inten_ch_1":49.75875,"avg_inten_ch_2":146.1768,"avg_inten_ch_3":39.72744,"avg_inten_ch_4":148.44199,"convex_hull_area_ratio_ch_1":1.368,"convex_hull_perim_ratio_ch_1":0.8226,"diff_inten_density_ch_1":45.44886,"diff_inten_density_ch_3":34.30884,"diff_inten_density_ch_4":71.96922,"entropy_inten_ch_1":6.68199,"entropy_inten_ch_3":5.84918,"entropy_inten_ch_4":7.11337,"eq_circ_diam_ch_1":26.91994,"eq_ellipse_lwr_ch_1":2.28309,"eq_ellipse_oblate_vol_ch_1":1563.80621,"eq_ellipse_prolate_vol_ch_1":684.95124,"eq_sphere_area_ch_1":2276.65986,"eq_sphere_vol_ch_1":10214.59237,"fiber_align_2_ch_3":1.45272,"fiber_align_2_ch_4":1.1846,"fiber_length_ch_1":57.48085,"fiber_width_ch_1":10.25741,"inten_cooc_asm_ch_3":0.03076,"inten_cooc_asm_ch_4":0.02413,"inten_cooc_contrast_ch_3":8.14693,"inten_cooc_contrast_ch_4":4.97363,"inten_cooc_entropy_ch_3":6.58887,"inten_cooc_entropy_ch_4":6.64427,"inten_cooc_max_ch_3":0.15914,"inten_cooc_max_ch_4":0.13163,"kurt_inten_ch_1":-0.47443,"kurt_inten_ch_3":5.90869,"kurt_inten_ch_4":-0.77875,"length_ch_1":42.46611,"neighbor_avg_dist_ch_1":284.65237,"neighbor_min_dist_ch_1":22.14839,"neighbor_var_dist_ch_1":133.31678,"perim_ch_1":135.47652,"shape_bfr_ch_1":0.54716,"shape_lwr_ch_1":1.73365,"shape_p_2_a_ch_1":2.47716,"skew_inten_ch_1":0.42389,"skew_inten_ch_3":2.32883,"skew_inten_ch_4":0.35612,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":27019,"total_inten_ch_2":78832,"total_inten_ch_3":21572,"total_inten_ch_4":80604,"var_inten_ch_1":31.50911,"var_inten_ch_3":56.0631,"var_inten_ch_4":118.30264,"width_ch_1":24.49524}
{"case":"Test","class":"PS","angle_ch_1":3.86622,"area_ch_1":212,"avg_inten_ch_1":32.36453,"avg_inten_ch_2":4.12315,"avg_inten_ch_3":75.99015,"avg_inten_ch_4":11.94581,"convex_hull_area_ratio_ch_1":1.21205,"convex_hull_perim_ratio_ch_1":0.89496,"diff_inten_density_ch_1":40.56667,"diff_inten_density_ch_3":46.64444,"diff_inten_density_ch_4":10.7,"entropy_inten_ch_1":5.92373,"entropy_inten_ch_3":6.57189,"entropy_inten_ch_4":2.96322,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":2.76786,"eq_ellipse_oblate_vol_ch_1":393.58386,"eq_ellipse_prolate_vol_ch_1":142.19815,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.69852,"fiber_align_2_ch_4":1.00469,"fiber_length_ch_1":31.08843,"fiber_width_ch_1":7.27428,"inten_cooc_asm_ch_3":0.00886,"inten_cooc_asm_ch_4":0.33321,"inten_cooc_contrast_ch_3":12.2983,"inten_cooc_contrast_ch_4":1.15313,"inten_cooc_entropy_ch_3":7.08797,"inten_cooc_entropy_ch_4":3.21752,"inten_cooc_max_ch_3":0.02703,"inten_cooc_max_ch_4":0.57297,"kurt_inten_ch_1":0.48919,"kurt_inten_ch_3":0.73185,"kurt_inten_ch_4":1.15667,"length_ch_1":27.99414,"neighbor_avg_dist_ch_1":310.13987,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":146.47783,"perim_ch_1":76.72544,"shape_bfr_ch_1":0.60311,"shape_lwr_ch_1":2.22124,"shape_p_2_a_ch_1":2.07146,"skew_inten_ch_1":0.96036,"skew_inten_ch_3":1.04956,"skew_inten_ch_4":1.54612,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6570,"total_inten_ch_2":635,"total_inten_ch_3":15426,"total_inten_ch_4":2425,"var_inten_ch_1":24.33338,"var_inten_ch_3":50.66416,"var_inten_ch_4":19.76318,"width_ch_1":12.60292}
{"case":"Test","class":"WS","angle_ch_1":94.27313,"area_ch_1":186,"avg_inten_ch_1":1418.63483,"avg_inten_ch_2":489.88764,"avg_inten_ch_3":128.91573,"avg_inten_ch_4":629.86517,"convex_hull_area_ratio_ch_1":1.00813,"convex_hull_perim_ratio_ch_1":0.98939,"diff_inten_density_ch_1":239.64832,"diff_inten_density_ch_3":46.7737,"diff_inten_density_ch_4":280.35168,"entropy_inten_ch_1":7.08798,"entropy_inten_ch_3":6.30802,"entropy_inten_ch_4":6.81734,"eq_circ_diam_ch_1":15.4129,"eq_ellipse_lwr_ch_1":1.05697,"eq_ellipse_oblate_vol_ch_1":199.70207,"eq_ellipse_prolate_vol_ch_1":188.93854,"eq_sphere_area_ch_1":746.30839,"eq_sphere_vol_ch_1":1917.12883,"fiber_align_2_ch_3":1.52412,"fiber_align_2_ch_4":1.0374,"fiber_length_ch_1":12.8961,"fiber_width_ch_1":12.8961,"inten_cooc_asm_ch_3":0.00757,"inten_cooc_asm_ch_4":0.01167,"inten_cooc_contrast_ch_3":17.60117,"inten_cooc_contrast_ch_4":14.79193,"inten_cooc_entropy_ch_3":7.2916,"inten_cooc_entropy_ch_4":6.9437,"inten_cooc_max_ch_3":0.02439,"inten_cooc_max_ch_4":0.07362,"kurt_inten_ch_1":6.85042,"kurt_inten_ch_3":1.05491,"kurt_inten_ch_4":-0.54684,"length_ch_1":15.77216,"neighbor_avg_dist_ch_1":356.83808,"neighbor_min_dist_ch_1":70.09918,"neighbor_var_dist_ch_1":133.48639,"perim_ch_1":51.58441,"shape_bfr_ch_1":0.79373,"shape_lwr_ch_1":1.05827,"shape_p_2_a_ch_1":1.09494,"skew_inten_ch_1":-2.66571,"skew_inten_ch_3":-1.11355,"skew_inten_ch_4":-0.56324,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":252517,"total_inten_ch_2":87023,"total_inten_ch_3":22947,"total_inten_ch_4":112116,"var_inten_ch_1":338.37848,"var_inten_ch_3":47.57016,"var_inten_ch_4":332.44353,"width_ch_1":14.90377}
{"case":"Train","class":"WS","angle_ch_1":90.47943,"area_ch_1":420,"avg_inten_ch_1":19.79052,"avg_inten_ch_2":143.76309,"avg_inten_ch_3":11.6783,"avg_inten_ch_4":54.1197,"convex_hull_area_ratio_ch_1":1.09287,"convex_hull_perim_ratio_ch_1":0.86206,"diff_inten_density_ch_1":36.12903,"diff_inten_density_ch_3":10.25,"diff_inten_density_ch_4":34.91667,"entropy_inten_ch_1":5.4642,"entropy_inten_ch_3":3.42211,"entropy_inten_ch_4":4.58066,"eq_circ_diam_ch_1":23.13377,"eq_ellipse_lwr_ch_1":1.53557,"eq_ellipse_oblate_vol_ch_1":813.90426,"eq_ellipse_prolate_vol_ch_1":530.03298,"eq_sphere_area_ch_1":1681.29025,"eq_sphere_vol_ch_1":6482.43028,"fiber_align_2_ch_3":1.15684,"fiber_align_2_ch_4":1.33143,"fiber_length_ch_1":34.38041,"fiber_width_ch_1":12.72107,"inten_cooc_asm_ch_3":0.26916,"inten_cooc_asm_ch_4":0.21917,"inten_cooc_contrast_ch_3":2.61024,"inten_cooc_contrast_ch_4":2.2689,"inten_cooc_entropy_ch_3":3.85377,"inten_cooc_entropy_ch_4":4.23746,"inten_cooc_max_ch_3":0.51475,"inten_cooc_max_ch_4":0.46381,"kurt_inten_ch_1":0.37388,"kurt_inten_ch_3":-0.41479,"kurt_inten_ch_4":-0.6829,"length_ch_1":29.74084,"neighbor_avg_dist_ch_1":318.08875,"neighbor_min_dist_ch_1":34.03301,"neighbor_var_dist_ch_1":127.07264,"perim_ch_1":94.20296,"shape_bfr_ch_1":0.68822,"shape_lwr_ch_1":1.44827,"shape_p_2_a_ch_1":1.61466,"skew_inten_ch_1":0.79625,"skew_inten_ch_3":0.96762,"skew_inten_ch_4":0.83666,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7936,"total_inten_ch_2":57249,"total_inten_ch_3":4683,"total_inten_ch_4":21702,"var_inten_ch_1":15.90859,"var_inten_ch_3":15.49704,"var_inten_ch_4":67.00788,"width_ch_1":20.53544}
{"case":"Train","class":"PS","angle_ch_1":134.75394,"area_ch_1":234,"avg_inten_ch_1":38.33482,"avg_inten_ch_2":95.26786,"avg_inten_ch_3":89.77679,"avg_inten_ch_4":100.64286,"convex_hull_area_ratio_ch_1":1.21436,"convex_hull_perim_ratio_ch_1":0.90087,"diff_inten_density_ch_1":48.38579,"diff_inten_density_ch_3":91.8731,"diff_inten_density_ch_4":76.68528,"entropy_inten_ch_1":5.90293,"entropy_inten_ch_3":6.39643,"entropy_inten_ch_4":4.99585,"eq_circ_diam_ch_1":17.29013,"eq_ellipse_lwr_ch_1":2.60725,"eq_ellipse_oblate_vol_ch_1":442.77688,"eq_ellipse_prolate_vol_ch_1":169.82523,"eq_sphere_area_ch_1":939.1746,"eq_sphere_vol_ch_1":2706.40834,"fiber_align_2_ch_3":1.77331,"fiber_align_2_ch_4":1.52875,"fiber_length_ch_1":35.97746,"fiber_width_ch_1":7.10154,"inten_cooc_asm_ch_3":0.01687,"inten_cooc_asm_ch_4":0.13555,"inten_cooc_contrast_ch_3":12.74165,"inten_cooc_contrast_ch_4":5.23851,"inten_cooc_entropy_ch_3":6.79201,"inten_cooc_entropy_ch_4":5.05115,"inten_cooc_max_ch_3":0.10714,"inten_cooc_max_ch_4":0.36364,"kurt_inten_ch_1":0.81181,"kurt_inten_ch_3":0.65292,"kurt_inten_ch_4":-0.9869,"length_ch_1":31.84697,"neighbor_avg_dist_ch_1":176.40097,"neighbor_min_dist_ch_1":28.52003,"neighbor_var_dist_ch_1":101.46636,"perim_ch_1":86.158,"shape_bfr_ch_1":0.53515,"shape_lwr_ch_1":2.31168,"shape_p_2_a_ch_1":2.31204,"skew_inten_ch_1":1.04918,"skew_inten_ch_3":1.07498,"skew_inten_ch_4":0.62313,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8587,"total_inten_ch_2":21117,"total_inten_ch_3":20110,"total_inten_ch_4":22544,"var_inten_ch_1":34.25781,"var_inten_ch_3":88.70137,"var_inten_ch_4":108.34406,"width_ch_1":13.77655}
{"case":"Test","class":"PS","angle_ch_1":151.43412,"area_ch_1":1016,"avg_inten_ch_1":21.89278,"avg_inten_ch_2":26.70103,"avg_inten_ch_3":23.52062,"avg_inten_ch_4":4.24845,"convex_hull_area_ratio_ch_1":1.58622,"convex_hull_perim_ratio_ch_1":0.63895,"diff_inten_density_ch_1":38.15789,"diff_inten_density_ch_3":27.78723,"diff_inten_density_ch_4":12.0168,"entropy_inten_ch_1":5.63195,"entropy_inten_ch_3":5.66344,"entropy_inten_ch_4":3.03062,"eq_circ_diam_ch_1":35.97991,"eq_ellipse_lwr_ch_1":1.54107,"eq_ellipse_oblate_vol_ch_1":3067.54375,"eq_ellipse_prolate_vol_ch_1":1990.52455,"eq_sphere_area_ch_1":4066.96145,"eq_sphere_vol_ch_1":24388.15223,"fiber_align_2_ch_3":1.37496,"fiber_align_2_ch_4":1,"fiber_length_ch_1":116.04391,"fiber_width_ch_1":9.17945,"inten_cooc_asm_ch_3":0.00787,"inten_cooc_asm_ch_4":0.11396,"inten_cooc_contrast_ch_3":27.46265,"inten_cooc_contrast_ch_4":14.40521,"inten_cooc_entropy_ch_3":7.75235,"inten_cooc_entropy_ch_4":4.84171,"inten_cooc_max_ch_3":0.05928,"inten_cooc_max_ch_4":0.32287,"kurt_inten_ch_1":0.83477,"kurt_inten_ch_3":0.53666,"kurt_inten_ch_4":2.73833,"length_ch_1":61.28407,"neighbor_avg_dist_ch_1":165.37344,"neighbor_min_dist_ch_1":37.67285,"neighbor_var_dist_ch_1":62.10091,"perim_ch_1":250.44671,"shape_bfr_ch_1":0.36313,"shape_lwr_ch_1":1.34135,"shape_p_2_a_ch_1":4.68575,"skew_inten_ch_1":0.94783,"skew_inten_ch_3":0.7918,"skew_inten_ch_4":1.66968,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":17,"total_inten_ch_1":21236,"total_inten_ch_2":24931,"total_inten_ch_3":22815,"total_inten_ch_4":4121,"var_inten_ch_1":18.31682,"var_inten_ch_3":18.97351,"var_inten_ch_4":6.31339,"width_ch_1":45.68829}
{"case":"Train","class":"WS","angle_ch_1":26.38182,"area_ch_1":321,"avg_inten_ch_1":415.70033,"avg_inten_ch_2":173.67101,"avg_inten_ch_3":1.39088,"avg_inten_ch_4":50.72313,"convex_hull_area_ratio_ch_1":1.06416,"convex_hull_perim_ratio_ch_1":0.95772,"diff_inten_density_ch_1":137.69825,"diff_inten_density_ch_3":4.18947,"diff_inten_density_ch_4":33.27719,"entropy_inten_ch_1":7.96807,"entropy_inten_ch_3":0.41498,"entropy_inten_ch_4":5.25893,"eq_circ_diam_ch_1":20.24153,"eq_ellipse_lwr_ch_1":1.34555,"eq_ellipse_oblate_vol_ch_1":510.36212,"eq_ellipse_prolate_vol_ch_1":379.29734,"eq_sphere_area_ch_1":1287.17234,"eq_sphere_vol_ch_1":4342.39033,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.72888,"fiber_length_ch_1":22.97345,"fiber_width_ch_1":14.5775,"inten_cooc_asm_ch_3":0.8694,"inten_cooc_asm_ch_4":0.11675,"inten_cooc_contrast_ch_3":0.04915,"inten_cooc_contrast_ch_4":4.1752,"inten_cooc_entropy_ch_3":0.46761,"inten_cooc_entropy_ch_4":5.2927,"inten_cooc_max_ch_3":0.9338,"inten_cooc_max_ch_4":0.33569,"kurt_inten_ch_1":-1.0906,"kurt_inten_ch_3":62.5679,"kurt_inten_ch_4":-0.47405,"length_ch_1":26.10676,"neighbor_avg_dist_ch_1":199.02883,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":82.36274,"perim_ch_1":75.10189,"shape_bfr_ch_1":0.59846,"shape_lwr_ch_1":1.26754,"shape_p_2_a_ch_1":1.34023,"skew_inten_ch_1":0.07581,"skew_inten_ch_3":7.69872,"skew_inten_ch_4":0.80145,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":127620,"total_inten_ch_2":53011,"total_inten_ch_3":427,"total_inten_ch_4":15572,"var_inten_ch_1":228.47367,"var_inten_ch_3":9.10151,"var_inten_ch_4":53.56318,"width_ch_1":20.59634}
{"case":"Train","class":"PS","angle_ch_1":68.71239,"area_ch_1":160,"avg_inten_ch_1":61.97386,"avg_inten_ch_2":37.44444,"avg_inten_ch_3":150.86928,"avg_inten_ch_4":39.1634,"convex_hull_area_ratio_ch_1":1.45372,"convex_hull_perim_ratio_ch_1":0.85864,"diff_inten_density_ch_1":65.85171,"diff_inten_density_ch_3":137.69962,"diff_inten_density_ch_4":40.48289,"entropy_inten_ch_1":6.15351,"entropy_inten_ch_3":6.28808,"entropy_inten_ch_4":4.28546,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":1.56808,"eq_ellipse_oblate_vol_ch_1":193.83952,"eq_ellipse_prolate_vol_ch_1":123.61611,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.42303,"fiber_align_2_ch_4":1.6969,"fiber_length_ch_1":31.05406,"fiber_width_ch_1":5.5609,"inten_cooc_asm_ch_3":0.01854,"inten_cooc_asm_ch_4":0.13962,"inten_cooc_contrast_ch_3":10.28944,"inten_cooc_contrast_ch_4":6.8449,"inten_cooc_entropy_ch_3":6.65903,"inten_cooc_entropy_ch_4":4.93588,"inten_cooc_max_ch_3":0.10606,"inten_cooc_max_ch_4":0.37879,"kurt_inten_ch_1":1.05879,"kurt_inten_ch_3":0.13287,"kurt_inten_ch_4":-0.4205,"length_ch_1":23.53942,"neighbor_avg_dist_ch_1":184.12504,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":75.95219,"perim_ch_1":73.22993,"shape_bfr_ch_1":0.3859,"shape_lwr_ch_1":1.33333,"shape_p_2_a_ch_1":2.47116,"skew_inten_ch_1":1.31495,"skew_inten_ch_3":1.05814,"skew_inten_ch_4":0.90044,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9482,"total_inten_ch_2":5577,"total_inten_ch_3":23083,"total_inten_ch_4":5992,"var_inten_ch_1":64.10734,"var_inten_ch_3":155.1316,"var_inten_ch_4":46.74677,"width_ch_1":17.65457}
{"case":"Train","class":"WS","angle_ch_1":126.35356,"area_ch_1":434,"avg_inten_ch_1":298.44578,"avg_inten_ch_2":225.40482,"avg_inten_ch_3":111.38313,"avg_inten_ch_4":173.33976,"convex_hull_area_ratio_ch_1":1.15367,"convex_hull_perim_ratio_ch_1":0.89662,"diff_inten_density_ch_1":117.56,"diff_inten_density_ch_3":83.83097,"diff_inten_density_ch_4":114.24903,"entropy_inten_ch_1":8.06964,"entropy_inten_ch_3":5.6476,"entropy_inten_ch_4":5.98579,"eq_circ_diam_ch_1":23.53414,"eq_ellipse_lwr_ch_1":1.30159,"eq_ellipse_oblate_vol_ch_1":788.91467,"eq_ellipse_prolate_vol_ch_1":606.11825,"eq_sphere_area_ch_1":1739.98866,"eq_sphere_vol_ch_1":6824.85519,"fiber_align_2_ch_3":1.26272,"fiber_align_2_ch_4":1.19154,"fiber_length_ch_1":33.41764,"fiber_width_ch_1":13.4718,"inten_cooc_asm_ch_3":0.12301,"inten_cooc_asm_ch_4":0.08923,"inten_cooc_contrast_ch_3":3.45731,"inten_cooc_contrast_ch_4":5.57133,"inten_cooc_entropy_ch_3":5.18259,"inten_cooc_entropy_ch_4":5.64668,"inten_cooc_max_ch_3":0.34794,"inten_cooc_max_ch_4":0.29897,"kurt_inten_ch_1":-0.666,"kurt_inten_ch_3":4.04496,"kurt_inten_ch_4":-1.1732,"length_ch_1":28.6286,"neighbor_avg_dist_ch_1":187.60064,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":95.69907,"perim_ch_1":93.77888,"shape_bfr_ch_1":0.62559,"shape_lwr_ch_1":1.17871,"shape_p_2_a_ch_1":1.55452,"skew_inten_ch_1":0.16447,"skew_inten_ch_3":1.99808,"skew_inten_ch_4":0.43038,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":123855,"total_inten_ch_2":93129,"total_inten_ch_3":46224,"total_inten_ch_4":71936,"var_inten_ch_1":155.57026,"var_inten_ch_3":161.20637,"var_inten_ch_4":168.86261,"width_ch_1":24.28818}
{"case":"Test","class":"PS","angle_ch_1":22.15059,"area_ch_1":214,"avg_inten_ch_1":254.38049,"avg_inten_ch_2":315.2439,"avg_inten_ch_3":308.77561,"avg_inten_ch_4":115.70244,"convex_hull_area_ratio_ch_1":1.07226,"convex_hull_perim_ratio_ch_1":0.96343,"diff_inten_density_ch_1":149.10695,"diff_inten_density_ch_3":221.25134,"diff_inten_density_ch_4":130.2139,"entropy_inten_ch_1":7.27819,"entropy_inten_ch_3":4.38004,"entropy_inten_ch_4":4.20218,"eq_circ_diam_ch_1":16.5406,"eq_ellipse_lwr_ch_1":1.78419,"eq_ellipse_oblate_vol_ch_1":320.6805,"eq_ellipse_prolate_vol_ch_1":179.73478,"eq_sphere_area_ch_1":859.51247,"eq_sphere_vol_ch_1":2369.47476,"fiber_align_2_ch_3":1.3987,"fiber_align_2_ch_4":1.71353,"fiber_length_ch_1":19.81013,"fiber_width_ch_1":11.34954,"inten_cooc_asm_ch_3":0.22007,"inten_cooc_asm_ch_4":0.20827,"inten_cooc_contrast_ch_3":1.76116,"inten_cooc_contrast_ch_4":4.79402,"inten_cooc_entropy_ch_3":4.10265,"inten_cooc_entropy_ch_4":4.30316,"inten_cooc_max_ch_3":0.46597,"inten_cooc_max_ch_4":0.46995,"kurt_inten_ch_1":3.53793,"kurt_inten_ch_3":3.1486,"kurt_inten_ch_4":0.3543,"length_ch_1":24.33564,"neighbor_avg_dist_ch_1":173.28598,"neighbor_min_dist_ch_1":18.54198,"neighbor_var_dist_ch_1":72.21423,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.62856,"shape_lwr_ch_1":1.73238,"shape_p_2_a_ch_1":1.37457,"skew_inten_ch_1":1.29822,"skew_inten_ch_3":1.74189,"skew_inten_ch_4":1.22706,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":52148,"total_inten_ch_2":64421,"total_inten_ch_3":63299,"total_inten_ch_4":23719,"var_inten_ch_1":150.26036,"var_inten_ch_3":458.50591,"var_inten_ch_4":159.58634,"width_ch_1":14.04752}
{"case":"Train","class":"PS","angle_ch_1":86.91536,"area_ch_1":257,"avg_inten_ch_1":93.86179,"avg_inten_ch_2":186.59756,"avg_inten_ch_3":185.30488,"avg_inten_ch_4":349.06098,"convex_hull_area_ratio_ch_1":1.26942,"convex_hull_perim_ratio_ch_1":0.82607,"diff_inten_density_ch_1":70.96833,"diff_inten_density_ch_3":130.76471,"diff_inten_density_ch_4":267.23982,"entropy_inten_ch_1":6.99523,"entropy_inten_ch_3":6.95231,"entropy_inten_ch_4":6.24317,"eq_circ_diam_ch_1":18.11932,"eq_ellipse_lwr_ch_1":1.5117,"eq_ellipse_oblate_vol_ch_1":388.02237,"eq_ellipse_prolate_vol_ch_1":256.67978,"eq_sphere_area_ch_1":1031.41497,"eq_sphere_vol_ch_1":3114.75546,"fiber_align_2_ch_3":1.60148,"fiber_align_2_ch_4":1.37546,"fiber_length_ch_1":33.92631,"fiber_width_ch_1":8.05612,"inten_cooc_asm_ch_3":0.00923,"inten_cooc_asm_ch_4":0.0305,"inten_cooc_contrast_ch_3":11.41897,"inten_cooc_contrast_ch_4":6.55412,"inten_cooc_entropy_ch_3":7.14205,"inten_cooc_entropy_ch_4":6.33079,"inten_cooc_max_ch_3":0.04484,"inten_cooc_max_ch_4":0.16143,"kurt_inten_ch_1":0.24674,"kurt_inten_ch_3":2.17966,"kurt_inten_ch_4":2.6261,"length_ch_1":24.00933,"neighbor_avg_dist_ch_1":158.22429,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":71.30423,"perim_ch_1":83.96486,"shape_bfr_ch_1":0.59713,"shape_lwr_ch_1":1.33492,"shape_p_2_a_ch_1":2.05267,"skew_inten_ch_1":0.67042,"skew_inten_ch_3":1.24036,"skew_inten_ch_4":1.73694,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":23090,"total_inten_ch_2":45658,"total_inten_ch_3":45585,"total_inten_ch_4":85869,"var_inten_ch_1":57.33369,"var_inten_ch_3":143.74916,"var_inten_ch_4":439.14715,"width_ch_1":17.98556}
{"case":"Train","class":"PS","angle_ch_1":44.36903,"area_ch_1":175,"avg_inten_ch_1":179.23353,"avg_inten_ch_2":201.37126,"avg_inten_ch_3":380.39521,"avg_inten_ch_4":450.96407,"convex_hull_area_ratio_ch_1":1.29248,"convex_hull_perim_ratio_ch_1":0.87461,"diff_inten_density_ch_1":157.38908,"diff_inten_density_ch_3":355.32765,"diff_inten_density_ch_4":271.31399,"entropy_inten_ch_1":7.09921,"entropy_inten_ch_3":6.99437,"entropy_inten_ch_4":6.62896,"eq_circ_diam_ch_1":14.92906,"eq_ellipse_lwr_ch_1":1.84672,"eq_ellipse_oblate_vol_ch_1":239.88126,"eq_ellipse_prolate_vol_ch_1":129.89612,"eq_sphere_area_ch_1":700.18821,"eq_sphere_vol_ch_1":1742.19195,"fiber_align_2_ch_3":1.06537,"fiber_align_2_ch_4":1.15031,"fiber_length_ch_1":27.68294,"fiber_width_ch_1":6.79658,"inten_cooc_asm_ch_3":0.00891,"inten_cooc_asm_ch_4":0.01507,"inten_cooc_contrast_ch_3":12.05503,"inten_cooc_contrast_ch_4":8.00841,"inten_cooc_entropy_ch_3":7.06319,"inten_cooc_entropy_ch_4":6.64366,"inten_cooc_max_ch_3":0.03401,"inten_cooc_max_ch_4":0.08163,"kurt_inten_ch_1":1.97995,"kurt_inten_ch_3":1.95931,"kurt_inten_ch_4":-1.22737,"length_ch_1":21.03293,"neighbor_avg_dist_ch_1":239.19951,"neighbor_min_dist_ch_1":26.2423,"neighbor_var_dist_ch_1":124.68193,"perim_ch_1":68.95904,"shape_bfr_ch_1":0.52154,"shape_lwr_ch_1":1.31805,"shape_p_2_a_ch_1":2.01126,"skew_inten_ch_1":1.5101,"skew_inten_ch_3":1.54445,"skew_inten_ch_4":0.13416,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":29932,"total_inten_ch_2":33463,"total_inten_ch_3":63526,"total_inten_ch_4":75311,"var_inten_ch_1":165.91239,"var_inten_ch_3":392.9436,"var_inten_ch_4":325.20429,"width_ch_1":15.95766}
{"case":"Test","class":"PS","angle_ch_1":170.57439,"area_ch_1":240,"avg_inten_ch_1":20.0524,"avg_inten_ch_2":2.23581,"avg_inten_ch_3":46.35371,"avg_inten_ch_4":25.72052,"convex_hull_area_ratio_ch_1":1.40164,"convex_hull_perim_ratio_ch_1":0.84143,"diff_inten_density_ch_1":35.8536,"diff_inten_density_ch_3":48.21092,"diff_inten_density_ch_4":21.68486,"entropy_inten_ch_1":5.32869,"entropy_inten_ch_3":6.13474,"entropy_inten_ch_4":3.75145,"eq_circ_diam_ch_1":17.48203,"eq_ellipse_lwr_ch_1":2.67156,"eq_ellipse_oblate_vol_ch_1":463.29479,"eq_ellipse_prolate_vol_ch_1":173.41719,"eq_sphere_area_ch_1":960.13832,"eq_sphere_vol_ch_1":2797.5285,"fiber_align_2_ch_3":1.45556,"fiber_align_2_ch_4":1.32771,"fiber_length_ch_1":40.23261,"fiber_width_ch_1":6.35697,"inten_cooc_asm_ch_3":0.00986,"inten_cooc_asm_ch_4":0.25446,"inten_cooc_contrast_ch_3":18.81749,"inten_cooc_contrast_ch_4":1.92595,"inten_cooc_entropy_ch_3":7.2103,"inten_cooc_entropy_ch_4":3.82016,"inten_cooc_max_ch_3":0.06566,"inten_cooc_max_ch_4":0.5122,"kurt_inten_ch_1":0.79801,"kurt_inten_ch_3":-0.13291,"kurt_inten_ch_4":3.16394,"length_ch_1":32.14394,"neighbor_avg_dist_ch_1":248.86847,"neighbor_min_dist_ch_1":26.61905,"neighbor_var_dist_ch_1":131.94466,"perim_ch_1":93.17915,"shape_bfr_ch_1":0.49856,"shape_lwr_ch_1":2.14606,"shape_p_2_a_ch_1":2.70145,"skew_inten_ch_1":0.95235,"skew_inten_ch_3":0.78455,"skew_inten_ch_4":1.90209,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":4592,"total_inten_ch_2":284,"total_inten_ch_3":10615,"total_inten_ch_4":5890,"var_inten_ch_1":17.89408,"var_inten_ch_3":39.05378,"var_inten_ch_4":41.25944,"width_ch_1":14.97815}
{"case":"Train","class":"PS","angle_ch_1":36.45263,"area_ch_1":198,"avg_inten_ch_1":20.95238,"avg_inten_ch_2":164.4709,"avg_inten_ch_3":20.43386,"avg_inten_ch_4":68.19048,"convex_hull_area_ratio_ch_1":1.15451,"convex_hull_perim_ratio_ch_1":0.84577,"diff_inten_density_ch_1":34.56287,"diff_inten_density_ch_3":24.94611,"diff_inten_density_ch_4":36.80838,"entropy_inten_ch_1":5.31064,"entropy_inten_ch_3":5.21452,"entropy_inten_ch_4":5.15333,"eq_circ_diam_ch_1":15.882,"eq_ellipse_lwr_ch_1":1.61874,"eq_ellipse_oblate_vol_ch_1":270.39796,"eq_ellipse_prolate_vol_ch_1":167.04178,"eq_sphere_area_ch_1":792.42857,"eq_sphere_vol_ch_1":2097.55811,"fiber_align_2_ch_3":1.01093,"fiber_align_2_ch_4":1.20838,"fiber_length_ch_1":27.61426,"fiber_width_ch_1":7.67704,"inten_cooc_asm_ch_3":0.01345,"inten_cooc_asm_ch_4":0.10004,"inten_cooc_contrast_ch_3":18.74025,"inten_cooc_contrast_ch_4":4.86539,"inten_cooc_entropy_ch_3":6.85204,"inten_cooc_entropy_ch_4":5.32595,"inten_cooc_max_ch_3":0.07229,"inten_cooc_max_ch_4":0.30723,"kurt_inten_ch_1":-0.29865,"kurt_inten_ch_3":2.28271,"kurt_inten_ch_4":-1.47761,"length_ch_1":20.94332,"neighbor_avg_dist_ch_1":244.28577,"neighbor_min_dist_ch_1":28.95771,"neighbor_var_dist_ch_1":135.7222,"perim_ch_1":70.58258,"shape_bfr_ch_1":0.61746,"shape_lwr_ch_1":1.36711,"shape_p_2_a_ch_1":1.87006,"skew_inten_ch_1":0.57106,"skew_inten_ch_3":1.39889,"skew_inten_ch_4":0.16188,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":3960,"total_inten_ch_2":30897,"total_inten_ch_3":3862,"total_inten_ch_4":12888,"var_inten_ch_1":15.86527,"var_inten_ch_3":19.69777,"var_inten_ch_4":61.80834,"width_ch_1":15.31946}
{"case":"Test","class":"PS","angle_ch_1":117.72418,"area_ch_1":259,"avg_inten_ch_1":70.92339,"avg_inten_ch_2":9.58871,"avg_inten_ch_3":116.24194,"avg_inten_ch_4":92.48387,"convex_hull_area_ratio_ch_1":1.09515,"convex_hull_perim_ratio_ch_1":0.93405,"diff_inten_density_ch_1":60.46696,"diff_inten_density_ch_3":71.91189,"diff_inten_density_ch_4":66.23348,"entropy_inten_ch_1":6.62234,"entropy_inten_ch_3":6.5464,"entropy_inten_ch_4":3.27652,"eq_circ_diam_ch_1":18.19282,"eq_ellipse_lwr_ch_1":1.77464,"eq_ellipse_oblate_vol_ch_1":425.55307,"eq_ellipse_prolate_vol_ch_1":239.79737,"eq_sphere_area_ch_1":1039.80045,"eq_sphere_vol_ch_1":3152.81739,"fiber_align_2_ch_3":1.74874,"fiber_align_2_ch_4":1.37573,"fiber_length_ch_1":26.32611,"fiber_width_ch_1":10.25248,"inten_cooc_asm_ch_3":0.01856,"inten_cooc_asm_ch_4":0.35961,"inten_cooc_contrast_ch_3":16.37569,"inten_cooc_contrast_ch_4":0.78687,"inten_cooc_entropy_ch_3":6.99758,"inten_cooc_entropy_ch_4":3.01468,"inten_cooc_max_ch_3":0.11688,"inten_cooc_max_ch_4":0.5974,"kurt_inten_ch_1":5.51313,"kurt_inten_ch_3":-0.74445,"kurt_inten_ch_4":3.49958,"length_ch_1":27.94236,"neighbor_avg_dist_ch_1":249.2814,"neighbor_min_dist_ch_1":54.73313,"neighbor_var_dist_ch_1":110.73318,"perim_ch_1":73.15717,"shape_bfr_ch_1":0.53452,"shape_lwr_ch_1":1.60547,"shape_p_2_a_ch_1":1.57792,"skew_inten_ch_1":2.12539,"skew_inten_ch_3":-0.06889,"skew_inten_ch_4":2.16994,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":8,"total_inten_ch_1":17589,"total_inten_ch_2":2131,"total_inten_ch_3":28828,"total_inten_ch_4":22936,"var_inten_ch_1":56.35378,"var_inten_ch_3":73.65634,"var_inten_ch_4":188.31423,"width_ch_1":17.40444}
{"case":"Train","class":"PS","angle_ch_1":33.31738,"area_ch_1":207,"avg_inten_ch_1":51.08586,"avg_inten_ch_2":232.43434,"avg_inten_ch_3":77.64646,"avg_inten_ch_4":290.74242,"convex_hull_area_ratio_ch_1":1.34597,"convex_hull_perim_ratio_ch_1":0.7978,"diff_inten_density_ch_1":52.24855,"diff_inten_density_ch_3":72.10983,"diff_inten_density_ch_4":198.93064,"entropy_inten_ch_1":6.29392,"entropy_inten_ch_3":5.63459,"entropy_inten_ch_4":6.82108,"eq_circ_diam_ch_1":16.25574,"eq_ellipse_lwr_ch_1":2.57066,"eq_ellipse_oblate_vol_ch_1":365.37754,"eq_ellipse_prolate_vol_ch_1":142.13362,"eq_sphere_area_ch_1":830.16327,"eq_sphere_vol_ch_1":2249.15342,"fiber_align_2_ch_3":1.58141,"fiber_align_2_ch_4":1.72015,"fiber_length_ch_1":36.63254,"fiber_width_ch_1":6.03745,"inten_cooc_asm_ch_3":0.04287,"inten_cooc_asm_ch_4":0.01064,"inten_cooc_contrast_ch_3":8.1185,"inten_cooc_contrast_ch_4":13.5896,"inten_cooc_entropy_ch_3":6.12182,"inten_cooc_entropy_ch_4":7.03517,"inten_cooc_max_ch_3":0.20231,"inten_cooc_max_ch_4":0.07514,"kurt_inten_ch_1":3.84906,"kurt_inten_ch_3":3.84452,"kurt_inten_ch_4":-0.79479,"length_ch_1":27.5263,"neighbor_avg_dist_ch_1":170.88272,"neighbor_min_dist_ch_1":26.22232,"neighbor_var_dist_ch_1":84.38532,"perim_ch_1":85.33999,"shape_bfr_ch_1":0.54392,"shape_lwr_ch_1":1.98578,"shape_p_2_a_ch_1":2.62043,"skew_inten_ch_1":1.72416,"skew_inten_ch_3":1.86973,"skew_inten_ch_4":0.21384,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10115,"total_inten_ch_2":45825,"total_inten_ch_3":15374,"total_inten_ch_4":57567,"var_inten_ch_1":38.54261,"var_inten_ch_3":97.21546,"var_inten_ch_4":209.95699,"width_ch_1":13.86172}
{"case":"Train","class":"WS","angle_ch_1":148.94998,"area_ch_1":190,"avg_inten_ch_1":279.85165,"avg_inten_ch_2":424.13736,"avg_inten_ch_3":58.97802,"avg_inten_ch_4":382.64286,"convex_hull_area_ratio_ch_1":1.02625,"convex_hull_perim_ratio_ch_1":0.97356,"diff_inten_density_ch_1":104.95195,"diff_inten_density_ch_3":42.78979,"diff_inten_density_ch_4":167.10811,"entropy_inten_ch_1":7.13541,"entropy_inten_ch_3":5.61644,"entropy_inten_ch_4":7.32367,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.10364,"eq_ellipse_oblate_vol_ch_1":210.98045,"eq_ellipse_prolate_vol_ch_1":191.16794,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.53916,"fiber_align_2_ch_4":1.45605,"fiber_length_ch_1":13.32018,"fiber_width_ch_1":13.32018,"inten_cooc_asm_ch_3":0.04717,"inten_cooc_asm_ch_4":0.01066,"inten_cooc_contrast_ch_3":8.17219,"inten_cooc_contrast_ch_4":7.02756,"inten_cooc_entropy_ch_3":6.14855,"inten_cooc_entropy_ch_4":6.83743,"inten_cooc_max_ch_3":0.20359,"inten_cooc_max_ch_4":0.03593,"kurt_inten_ch_1":-0.69884,"kurt_inten_ch_3":-0.097,"kurt_inten_ch_4":-1.24637,"length_ch_1":17.56028,"neighbor_avg_dist_ch_1":164.94379,"neighbor_min_dist_ch_1":20.39926,"neighbor_var_dist_ch_1":74.0757,"perim_ch_1":53.28072,"shape_bfr_ch_1":0.68,"shape_lwr_ch_1":1.09916,"shape_p_2_a_ch_1":1.13134,"skew_inten_ch_1":-0.10741,"skew_inten_ch_3":0.75505,"skew_inten_ch_4":0.00302,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":50933,"total_inten_ch_2":77012,"total_inten_ch_3":10734,"total_inten_ch_4":69641,"var_inten_ch_1":127.15123,"var_inten_ch_3":53.18927,"var_inten_ch_4":225.64637,"width_ch_1":15.97608}
{"case":"Test","class":"PS","angle_ch_1":69.94531,"area_ch_1":284,"avg_inten_ch_1":15.35055,"avg_inten_ch_2":168.01845,"avg_inten_ch_3":11.88192,"avg_inten_ch_4":47.0738,"convex_hull_area_ratio_ch_1":1.22339,"convex_hull_perim_ratio_ch_1":0.80617,"diff_inten_density_ch_1":29.0701,"diff_inten_density_ch_3":15.34639,"diff_inten_density_ch_4":27.53196,"entropy_inten_ch_1":5.03702,"entropy_inten_ch_3":4.70414,"entropy_inten_ch_4":4.03548,"eq_circ_diam_ch_1":19.01774,"eq_ellipse_lwr_ch_1":2.35665,"eq_ellipse_oblate_vol_ch_1":560.17433,"eq_ellipse_prolate_vol_ch_1":237.69923,"eq_sphere_area_ch_1":1136.23356,"eq_sphere_vol_ch_1":3601.43211,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.12133,"fiber_length_ch_1":41.01559,"fiber_width_ch_1":7.32173,"inten_cooc_asm_ch_3":0.01121,"inten_cooc_asm_ch_4":0.22481,"inten_cooc_contrast_ch_3":25.3248,"inten_cooc_contrast_ch_4":1.73081,"inten_cooc_entropy_ch_3":7.14326,"inten_cooc_entropy_ch_4":3.94968,"inten_cooc_max_ch_3":0.06911,"inten_cooc_max_ch_4":0.47699,"kurt_inten_ch_1":-0.43629,"kurt_inten_ch_3":-0.30028,"kurt_inten_ch_4":1.13005,"length_ch_1":33.3245,"neighbor_avg_dist_ch_1":274.55685,"neighbor_min_dist_ch_1":51.41522,"neighbor_var_dist_ch_1":138.44803,"perim_ch_1":96.67465,"shape_bfr_ch_1":0.51799,"shape_lwr_ch_1":2.02508,"shape_p_2_a_ch_1":2.47657,"skew_inten_ch_1":0.63328,"skew_inten_ch_3":0.60971,"skew_inten_ch_4":1.57522,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":9,"total_inten_ch_1":4160,"total_inten_ch_2":45263,"total_inten_ch_3":3220,"total_inten_ch_4":12757,"var_inten_ch_1":13.31144,"var_inten_ch_3":9.77085,"var_inten_ch_4":78.40369,"width_ch_1":16.45592}
{"case":"Train","class":"PS","angle_ch_1":124.65757,"area_ch_1":189,"avg_inten_ch_1":112.53591,"avg_inten_ch_2":248.51381,"avg_inten_ch_3":223.1547,"avg_inten_ch_4":365.74586,"convex_hull_area_ratio_ch_1":1.35092,"convex_hull_perim_ratio_ch_1":0.87033,"diff_inten_density_ch_1":96.94357,"diff_inten_density_ch_3":201.84013,"diff_inten_density_ch_4":239.38871,"entropy_inten_ch_1":6.8388,"entropy_inten_ch_3":5.96038,"entropy_inten_ch_4":5.61877,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":1.40787,"eq_ellipse_oblate_vol_ch_1":236.33096,"eq_ellipse_prolate_vol_ch_1":167.86424,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.49637,"fiber_align_2_ch_4":1.17421,"fiber_length_ch_1":31.99368,"fiber_width_ch_1":6.20845,"inten_cooc_asm_ch_3":0.05363,"inten_cooc_asm_ch_4":0.07208,"inten_cooc_contrast_ch_3":6.41375,"inten_cooc_contrast_ch_4":5.45275,"inten_cooc_entropy_ch_3":5.89221,"inten_cooc_entropy_ch_4":5.64236,"inten_cooc_max_ch_3":0.21739,"inten_cooc_max_ch_4":0.26582,"kurt_inten_ch_1":6.7731,"kurt_inten_ch_3":4.26742,"kurt_inten_ch_4":-1.09905,"length_ch_1":23.63192,"neighbor_avg_dist_ch_1":208.63202,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":100.84503,"perim_ch_1":76.40426,"shape_bfr_ch_1":0.41739,"shape_lwr_ch_1":1.22864,"shape_p_2_a_ch_1":2.3387,"skew_inten_ch_1":2.16753,"skew_inten_ch_3":1.84448,"skew_inten_ch_4":0.49936,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":20369,"total_inten_ch_2":44801,"total_inten_ch_3":40391,"total_inten_ch_4":66200,"var_inten_ch_1":90.26979,"var_inten_ch_3":258.74553,"var_inten_ch_4":359.91126,"width_ch_1":19.23418}
{"case":"Test","class":"PS","angle_ch_1":89.57178,"area_ch_1":535,"avg_inten_ch_1":29.33072,"avg_inten_ch_2":56.27006,"avg_inten_ch_3":66.36008,"avg_inten_ch_4":71.06849,"convex_hull_area_ratio_ch_1":1.53514,"convex_hull_perim_ratio_ch_1":0.68349,"diff_inten_density_ch_1":40.66848,"diff_inten_density_ch_3":54.58561,"diff_inten_density_ch_4":59.03708,"entropy_inten_ch_1":5.96616,"entropy_inten_ch_3":6.70277,"entropy_inten_ch_4":5.34185,"eq_circ_diam_ch_1":26.11468,"eq_ellipse_lwr_ch_1":2.24196,"eq_ellipse_oblate_vol_ch_1":1414.70747,"eq_ellipse_prolate_vol_ch_1":631.01423,"eq_sphere_area_ch_1":2142.49206,"eq_sphere_vol_ch_1":9325.08171,"fiber_align_2_ch_3":1.47179,"fiber_align_2_ch_4":1.36117,"fiber_length_ch_1":78.47994,"fiber_width_ch_1":7.26906,"inten_cooc_asm_ch_3":0.01537,"inten_cooc_asm_ch_4":0.11074,"inten_cooc_contrast_ch_3":12.60711,"inten_cooc_contrast_ch_4":5.24893,"inten_cooc_entropy_ch_3":7.21637,"inten_cooc_entropy_ch_4":5.29999,"inten_cooc_max_ch_3":0.1056,"inten_cooc_max_ch_4":0.32759,"kurt_inten_ch_1":0.64839,"kurt_inten_ch_3":1.63516,"kurt_inten_ch_4":0.55226,"length_ch_1":47.11688,"neighbor_avg_dist_ch_1":175.223,"neighbor_min_dist_ch_1":34.33962,"neighbor_var_dist_ch_1":71.06633,"perim_ch_1":171.49799,"shape_bfr_ch_1":0.44576,"shape_lwr_ch_1":1.84752,"shape_p_2_a_ch_1":4.10269,"skew_inten_ch_1":0.8222,"skew_inten_ch_3":1.05344,"skew_inten_ch_4":1.21079,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":14988,"total_inten_ch_2":28244,"total_inten_ch_3":33910,"total_inten_ch_4":36316,"var_inten_ch_1":22.14934,"var_inten_ch_3":56.53293,"var_inten_ch_4":88.55894,"width_ch_1":25.5027}
{"case":"Train","class":"PS","angle_ch_1":4.88737,"area_ch_1":254,"avg_inten_ch_1":83.94239,"avg_inten_ch_2":238.59259,"avg_inten_ch_3":80.58436,"avg_inten_ch_4":145.12757,"convex_hull_area_ratio_ch_1":1.10718,"convex_hull_perim_ratio_ch_1":0.88291,"diff_inten_density_ch_1":73.50901,"diff_inten_density_ch_3":93.3018,"diff_inten_density_ch_4":91.94595,"entropy_inten_ch_1":6.99238,"entropy_inten_ch_3":6.09849,"entropy_inten_ch_4":6.76014,"eq_circ_diam_ch_1":18.00849,"eq_ellipse_lwr_ch_1":1.32581,"eq_ellipse_oblate_vol_ch_1":356.75679,"eq_ellipse_prolate_vol_ch_1":269.08512,"eq_sphere_area_ch_1":1018.83673,"eq_sphere_vol_ch_1":3057.9523,"fiber_align_2_ch_3":1.06423,"fiber_align_2_ch_4":1.719,"fiber_length_ch_1":25.39804,"fiber_width_ch_1":10.49299,"inten_cooc_asm_ch_3":0.02389,"inten_cooc_asm_ch_4":0.02292,"inten_cooc_contrast_ch_3":13.92793,"inten_cooc_contrast_ch_4":9.17793,"inten_cooc_entropy_ch_3":6.76145,"inten_cooc_entropy_ch_4":6.68608,"inten_cooc_max_ch_3":0.13514,"inten_cooc_max_ch_4":0.12613,"kurt_inten_ch_1":-0.16116,"kurt_inten_ch_3":2.10652,"kurt_inten_ch_4":-0.39685,"length_ch_1":20.83787,"neighbor_avg_dist_ch_1":187.97529,"neighbor_min_dist_ch_1":32.53718,"neighbor_var_dist_ch_1":94.28285,"perim_ch_1":71.78205,"shape_bfr_ch_1":0.71203,"shape_lwr_ch_1":1.21383,"shape_p_2_a_ch_1":1.53858,"skew_inten_ch_1":0.82409,"skew_inten_ch_3":1.58507,"skew_inten_ch_4":0.52596,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":20398,"total_inten_ch_2":57736,"total_inten_ch_3":19582,"total_inten_ch_4":35266,"var_inten_ch_1":59.43261,"var_inten_ch_3":97.1629,"var_inten_ch_4":110.11952,"width_ch_1":17.16703}
{"case":"Train","class":"WS","angle_ch_1":127.97261,"area_ch_1":595,"avg_inten_ch_1":99.37852,"avg_inten_ch_2":100.39085,"avg_inten_ch_3":84.30458,"avg_inten_ch_4":73.20246,"convex_hull_area_ratio_ch_1":1.4675,"convex_hull_perim_ratio_ch_1":0.90514,"diff_inten_density_ch_1":55.3,"diff_inten_density_ch_3":49.68846,"diff_inten_density_ch_4":41.53077,"entropy_inten_ch_1":7.52383,"entropy_inten_ch_3":6.37565,"entropy_inten_ch_4":6.42846,"eq_circ_diam_ch_1":27.53267,"eq_ellipse_lwr_ch_1":2.79679,"eq_ellipse_oblate_vol_ch_1":1851.7146,"eq_ellipse_prolate_vol_ch_1":662.08547,"eq_sphere_area_ch_1":2381.47846,"eq_sphere_vol_ch_1":10928.07833,"fiber_align_2_ch_3":1.55756,"fiber_align_2_ch_4":1.18677,"fiber_length_ch_1":68.45976,"fiber_width_ch_1":9.18659,"inten_cooc_asm_ch_3":0.05566,"inten_cooc_asm_ch_4":0.04469,"inten_cooc_contrast_ch_3":4.11285,"inten_cooc_contrast_ch_4":4.26188,"inten_cooc_entropy_ch_3":6.02344,"inten_cooc_entropy_ch_4":6.17575,"inten_cooc_max_ch_3":0.22587,"inten_cooc_max_ch_4":0.19305,"kurt_inten_ch_1":-0.79983,"kurt_inten_ch_3":0.18777,"kurt_inten_ch_4":-0.12166,"length_ch_1":61.33857,"neighbor_avg_dist_ch_1":182.02817,"neighbor_min_dist_ch_1":33.01687,"neighbor_var_dist_ch_1":89.25242,"perim_ch_1":155.2927,"shape_bfr_ch_1":0.39227,"shape_lwr_ch_1":2.47896,"shape_p_2_a_ch_1":3.05141,"skew_inten_ch_1":0.35591,"skew_inten_ch_3":1.04759,"skew_inten_ch_4":0.89636,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":14,"total_inten_ch_1":56447,"total_inten_ch_2":56455,"total_inten_ch_3":47885,"total_inten_ch_4":41579,"var_inten_ch_1":64.34206,"var_inten_ch_3":91.07042,"var_inten_ch_4":72.89941,"width_ch_1":24.74364}
{"case":"Test","class":"WS","angle_ch_1":56.33313,"area_ch_1":230,"avg_inten_ch_1":142.71818,"avg_inten_ch_2":257.72273,"avg_inten_ch_3":2.96364,"avg_inten_ch_4":41.31818,"convex_hull_area_ratio_ch_1":1.06237,"convex_hull_perim_ratio_ch_1":0.967,"diff_inten_density_ch_1":73.72,"diff_inten_density_ch_3":7.115,"diff_inten_density_ch_4":24.71,"entropy_inten_ch_1":7.03853,"entropy_inten_ch_3":1.43322,"entropy_inten_ch_4":5.02605,"eq_circ_diam_ch_1":17.13506,"eq_ellipse_lwr_ch_1":1.92803,"eq_ellipse_oblate_vol_ch_1":370.60628,"eq_ellipse_prolate_vol_ch_1":192.21991,"eq_sphere_area_ch_1":922.40363,"eq_sphere_vol_ch_1":2634.23986,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.02905,"fiber_length_ch_1":22.73767,"fiber_width_ch_1":10.71804,"inten_cooc_asm_ch_3":0.60458,"inten_cooc_asm_ch_4":0.10467,"inten_cooc_contrast_ch_3":0.70336,"inten_cooc_contrast_ch_4":3.31372,"inten_cooc_entropy_ch_3":1.64896,"inten_cooc_entropy_ch_4":5.22864,"inten_cooc_max_ch_3":0.77665,"inten_cooc_max_ch_4":0.31527,"kurt_inten_ch_1":-0.96222,"kurt_inten_ch_3":39.53002,"kurt_inten_ch_4":-1.11199,"length_ch_1":26.40884,"neighbor_avg_dist_ch_1":196.8888,"neighbor_min_dist_ch_1":33.89413,"neighbor_var_dist_ch_1":79.87682,"perim_ch_1":66.91142,"shape_bfr_ch_1":0.59137,"shape_lwr_ch_1":1.78854,"shape_p_2_a_ch_1":1.46193,"skew_inten_ch_1":0.0309,"skew_inten_ch_3":5.69566,"skew_inten_ch_4":0.5284,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":31398,"total_inten_ch_2":56480,"total_inten_ch_3":652,"total_inten_ch_4":9090,"var_inten_ch_1":75.86203,"var_inten_ch_3":10.33918,"var_inten_ch_4":41.86568,"width_ch_1":14.76559}
{"case":"Test","class":"PS","angle_ch_1":129.08711,"area_ch_1":299,"avg_inten_ch_1":32.8986,"avg_inten_ch_2":204.13287,"avg_inten_ch_3":54.50699,"avg_inten_ch_4":44.57343,"convex_hull_area_ratio_ch_1":1.22757,"convex_hull_perim_ratio_ch_1":0.85554,"diff_inten_density_ch_1":46.16763,"diff_inten_density_ch_3":56.94605,"diff_inten_density_ch_4":44.6185,"entropy_inten_ch_1":6.04881,"entropy_inten_ch_3":5.62934,"entropy_inten_ch_4":4.88979,"eq_circ_diam_ch_1":19.53697,"eq_ellipse_lwr_ch_1":1.64044,"eq_ellipse_oblate_vol_ch_1":506.69933,"eq_ellipse_prolate_vol_ch_1":308.88077,"eq_sphere_area_ch_1":1199.12472,"eq_sphere_vol_ch_1":3904.54422,"fiber_align_2_ch_3":1.04544,"fiber_align_2_ch_4":1.69227,"fiber_length_ch_1":35.70573,"fiber_width_ch_1":8.83623,"inten_cooc_asm_ch_3":0.04935,"inten_cooc_asm_ch_4":0.11487,"inten_cooc_contrast_ch_3":10.74948,"inten_cooc_contrast_ch_4":5.55579,"inten_cooc_entropy_ch_3":6.16842,"inten_cooc_entropy_ch_4":5.26682,"inten_cooc_max_ch_3":0.20849,"inten_cooc_max_ch_4":0.33977,"kurt_inten_ch_1":1.57319,"kurt_inten_ch_3":1.64789,"kurt_inten_ch_4":0.55647,"length_ch_1":27.76204,"neighbor_avg_dist_ch_1":183.05249,"neighbor_min_dist_ch_1":33.01687,"neighbor_var_dist_ch_1":94.11406,"perim_ch_1":89.08391,"shape_bfr_ch_1":0.56036,"shape_lwr_ch_1":1.44068,"shape_p_2_a_ch_1":2.00162,"skew_inten_ch_1":1.33986,"skew_inten_ch_3":1.34328,"skew_inten_ch_4":1.15433,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":9409,"total_inten_ch_2":58097,"total_inten_ch_3":15589,"total_inten_ch_4":12748,"var_inten_ch_1":31.0595,"var_inten_ch_3":60.3357,"var_inten_ch_4":53.73465,"width_ch_1":19.2701}
{"case":"Test","class":"PS","angle_ch_1":74.58355,"area_ch_1":165,"avg_inten_ch_1":52.15823,"avg_inten_ch_2":27.91139,"avg_inten_ch_3":85.44937,"avg_inten_ch_4":40.09494,"convex_hull_area_ratio_ch_1":1.16369,"convex_hull_perim_ratio_ch_1":0.89506,"diff_inten_density_ch_1":51.93907,"diff_inten_density_ch_3":85.53763,"diff_inten_density_ch_4":27.92473,"entropy_inten_ch_1":6.22066,"entropy_inten_ch_3":6.30368,"entropy_inten_ch_4":5.43195,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":1.58191,"eq_ellipse_oblate_vol_ch_1":204.31392,"eq_ellipse_prolate_vol_ch_1":129.15654,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.44846,"fiber_align_2_ch_4":1.46827,"fiber_length_ch_1":23.74293,"fiber_width_ch_1":7.41675,"inten_cooc_asm_ch_3":0.00887,"inten_cooc_asm_ch_4":0.02348,"inten_cooc_contrast_ch_3":20.31782,"inten_cooc_contrast_ch_4":11.37012,"inten_cooc_entropy_ch_3":7.1489,"inten_cooc_entropy_ch_4":6.53271,"inten_cooc_max_ch_3":0.04895,"inten_cooc_max_ch_4":0.12587,"kurt_inten_ch_1":0.17452,"kurt_inten_ch_3":-0.35158,"kurt_inten_ch_4":-0.93695,"length_ch_1":22.08722,"neighbor_avg_dist_ch_1":214.28752,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":108.32752,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.54265,"shape_lwr_ch_1":1.59848,"shape_p_2_a_ch_1":1.75503,"skew_inten_ch_1":0.65553,"skew_inten_ch_3":0.62457,"skew_inten_ch_4":0.11544,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":8241,"total_inten_ch_2":4253,"total_inten_ch_3":13501,"total_inten_ch_4":6335,"var_inten_ch_1":33.36384,"var_inten_ch_3":68.08395,"var_inten_ch_4":29.30714,"width_ch_1":13.81761}
{"case":"Test","class":"PS","angle_ch_1":5.68524,"area_ch_1":201,"avg_inten_ch_1":24.97917,"avg_inten_ch_2":4.94271,"avg_inten_ch_3":54.41667,"avg_inten_ch_4":34.58854,"convex_hull_area_ratio_ch_1":1.14806,"convex_hull_perim_ratio_ch_1":0.91143,"diff_inten_density_ch_1":38.58235,"diff_inten_density_ch_3":27.23529,"diff_inten_density_ch_4":23.62353,"entropy_inten_ch_1":5.63503,"entropy_inten_ch_3":6.11522,"entropy_inten_ch_4":4.87237,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":2.6803,"eq_ellipse_oblate_vol_ch_1":356.25851,"eq_ellipse_prolate_vol_ch_1":132.91731,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.70847,"fiber_align_2_ch_4":1.46922,"fiber_length_ch_1":28.29658,"fiber_width_ch_1":7.63083,"inten_cooc_asm_ch_3":0.00766,"inten_cooc_asm_ch_4":0.06506,"inten_cooc_contrast_ch_3":16.11593,"inten_cooc_contrast_ch_4":8.40017,"inten_cooc_entropy_ch_3":7.24949,"inten_cooc_entropy_ch_4":5.79286,"inten_cooc_max_ch_3":0.02286,"inten_cooc_max_ch_4":0.26857,"kurt_inten_ch_1":-0.37867,"kurt_inten_ch_3":-0.26569,"kurt_inten_ch_4":-0.82864,"length_ch_1":27.91257,"neighbor_avg_dist_ch_1":300.35193,"neighbor_min_dist_ch_1":37.88095,"neighbor_var_dist_ch_1":135.51527,"perim_ch_1":71.85481,"shape_bfr_ch_1":0.56628,"shape_lwr_ch_1":2.19225,"shape_p_2_a_ch_1":1.9028,"skew_inten_ch_1":0.48504,"skew_inten_ch_3":-0.25334,"skew_inten_ch_4":0.38359,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":4796,"total_inten_ch_2":758,"total_inten_ch_3":10448,"total_inten_ch_4":6641,"var_inten_ch_1":17.34664,"var_inten_ch_3":25.17632,"var_inten_ch_4":30.64961,"width_ch_1":12.73239}
{"case":"Train","class":"WS","angle_ch_1":0.03088,"area_ch_1":168,"avg_inten_ch_1":1308.47205,"avg_inten_ch_2":781.13665,"avg_inten_ch_3":116.26087,"avg_inten_ch_4":738.61491,"convex_hull_area_ratio_ch_1":1.03245,"convex_hull_perim_ratio_ch_1":0.97376,"diff_inten_density_ch_1":442.7732,"diff_inten_density_ch_3":52.81443,"diff_inten_density_ch_4":386.94502,"entropy_inten_ch_1":7.11809,"entropy_inten_ch_3":6.63745,"entropy_inten_ch_4":7.24396,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.76847,"eq_ellipse_oblate_vol_ch_1":222.20803,"eq_ellipse_prolate_vol_ch_1":125.64956,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.74714,"fiber_align_2_ch_4":1.02137,"fiber_length_ch_1":13.32018,"fiber_width_ch_1":13.32018,"inten_cooc_asm_ch_3":0.00863,"inten_cooc_asm_ch_4":0.00986,"inten_cooc_contrast_ch_3":13.16532,"inten_cooc_contrast_ch_4":13.67752,"inten_cooc_entropy_ch_3":7.1133,"inten_cooc_entropy_ch_4":6.94927,"inten_cooc_max_ch_3":0.02667,"inten_cooc_max_ch_4":0.02837,"kurt_inten_ch_1":-1.1245,"kurt_inten_ch_3":-0.73346,"kurt_inten_ch_4":-0.72301,"length_ch_1":20.47729,"neighbor_avg_dist_ch_1":253.04806,"neighbor_min_dist_ch_1":20.50177,"neighbor_var_dist_ch_1":117.51157,"perim_ch_1":53.28072,"shape_bfr_ch_1":0.73149,"shape_lwr_ch_1":1.81757,"shape_p_2_a_ch_1":1.27151,"skew_inten_ch_1":-0.57628,"skew_inten_ch_3":-0.03733,"skew_inten_ch_4":0.21837,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":210664,"total_inten_ch_2":125603,"total_inten_ch_3":18718,"total_inten_ch_4":118917,"var_inten_ch_1":642.02472,"var_inten_ch_3":49.4232,"var_inten_ch_4":371.56414,"width_ch_1":11.26632}
{"case":"Train","class":"PS","angle_ch_1":106.5157,"area_ch_1":251,"avg_inten_ch_1":91.70833,"avg_inten_ch_2":60.04583,"avg_inten_ch_3":191.7,"avg_inten_ch_4":247.57917,"convex_hull_area_ratio_ch_1":1.2763,"convex_hull_perim_ratio_ch_1":0.88595,"diff_inten_density_ch_1":80.66355,"diff_inten_density_ch_3":161.39252,"diff_inten_density_ch_4":177.17757,"entropy_inten_ch_1":6.88697,"entropy_inten_ch_3":6.9256,"entropy_inten_ch_4":6.60861,"eq_circ_diam_ch_1":17.89698,"eq_ellipse_lwr_ch_1":3.31207,"eq_ellipse_oblate_vol_ch_1":553.46264,"eq_ellipse_prolate_vol_ch_1":167.10464,"eq_sphere_area_ch_1":1006.2585,"eq_sphere_vol_ch_1":3001.49869,"fiber_align_2_ch_3":1.70049,"fiber_align_2_ch_4":1.74821,"fiber_length_ch_1":36.25529,"fiber_width_ch_1":7.35069,"inten_cooc_asm_ch_3":0.01236,"inten_cooc_asm_ch_4":0.01929,"inten_cooc_contrast_ch_3":10.6476,"inten_cooc_contrast_ch_4":8.38464,"inten_cooc_entropy_ch_3":6.93871,"inten_cooc_entropy_ch_4":6.66062,"inten_cooc_max_ch_3":0.07306,"inten_cooc_max_ch_4":0.13242,"kurt_inten_ch_1":0.77168,"kurt_inten_ch_3":1.05176,"kurt_inten_ch_4":-1.27857,"length_ch_1":32.75701,"neighbor_avg_dist_ch_1":338.09972,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":123.97736,"perim_ch_1":87.21195,"shape_bfr_ch_1":0.59178,"shape_lwr_ch_1":2.52419,"shape_p_2_a_ch_1":2.27112,"skew_inten_ch_1":1.09151,"skew_inten_ch_3":1.09141,"skew_inten_ch_4":0.19704,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":22010,"total_inten_ch_2":14172,"total_inten_ch_3":46008,"total_inten_ch_4":59419,"var_inten_ch_1":69.5284,"var_inten_ch_3":171.43311,"var_inten_ch_4":200.99652,"width_ch_1":12.97726}
{"case":"Test","class":"WS","angle_ch_1":27.24517,"area_ch_1":537,"avg_inten_ch_1":56.8577,"avg_inten_ch_2":135.05458,"avg_inten_ch_3":128.33918,"avg_inten_ch_4":146.39766,"convex_hull_area_ratio_ch_1":1.68675,"convex_hull_perim_ratio_ch_1":0.76188,"diff_inten_density_ch_1":66.59442,"diff_inten_density_ch_3":135.06867,"diff_inten_density_ch_4":111.93133,"entropy_inten_ch_1":6.70264,"entropy_inten_ch_3":7.18773,"entropy_inten_ch_4":5.90735,"eq_circ_diam_ch_1":26.16573,"eq_ellipse_lwr_ch_1":1.58003,"eq_ellipse_oblate_vol_ch_1":1194.6205,"eq_ellipse_prolate_vol_ch_1":756.07562,"eq_sphere_area_ch_1":2150.87755,"eq_sphere_vol_ch_1":9379.88132,"fiber_align_2_ch_3":1.42276,"fiber_align_2_ch_4":1.18833,"fiber_length_ch_1":71.73846,"fiber_width_ch_1":7.88275,"inten_cooc_asm_ch_3":0.01444,"inten_cooc_asm_ch_4":0.08406,"inten_cooc_contrast_ch_3":14.9718,"inten_cooc_contrast_ch_4":5.64055,"inten_cooc_entropy_ch_3":7.26422,"inten_cooc_entropy_ch_4":5.66923,"inten_cooc_max_ch_3":0.09483,"inten_cooc_max_ch_4":0.28419,"kurt_inten_ch_1":5.65919,"kurt_inten_ch_3":7.34766,"kurt_inten_ch_4":-0.00103,"length_ch_1":40.43028,"neighbor_avg_dist_ch_1":166.0368,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":69.3747,"perim_ch_1":159.24242,"shape_bfr_ch_1":0.38733,"shape_lwr_ch_1":1.17745,"shape_p_2_a_ch_1":3.56841,"skew_inten_ch_1":2.09161,"skew_inten_ch_3":2.37754,"skew_inten_ch_4":1.00226,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":29168,"total_inten_ch_2":68771,"total_inten_ch_3":65838,"total_inten_ch_4":75102,"var_inten_ch_1":59.08181,"var_inten_ch_3":156.84766,"var_inten_ch_4":168.79859,"width_ch_1":34.3372}
{"case":"Test","class":"PS","angle_ch_1":12.68311,"area_ch_1":336,"avg_inten_ch_1":26.06231,"avg_inten_ch_2":21.89097,"avg_inten_ch_3":30.98131,"avg_inten_ch_4":10.36137,"convex_hull_area_ratio_ch_1":1.17446,"convex_hull_perim_ratio_ch_1":0.86419,"diff_inten_density_ch_1":43.93559,"diff_inten_density_ch_3":34.02373,"diff_inten_density_ch_4":20.26102,"entropy_inten_ch_1":5.76266,"entropy_inten_ch_3":5.91702,"entropy_inten_ch_4":4.43388,"eq_circ_diam_ch_1":20.69792,"eq_ellipse_lwr_ch_1":1.44954,"eq_ellipse_oblate_vol_ch_1":566.36171,"eq_ellipse_prolate_vol_ch_1":390.7188,"eq_sphere_area_ch_1":1345.87075,"eq_sphere_vol_ch_1":4642.78791,"fiber_align_2_ch_3":1.44441,"fiber_align_2_ch_4":1,"fiber_length_ch_1":32.60421,"fiber_width_ch_1":10.8261,"inten_cooc_asm_ch_3":0.00696,"inten_cooc_asm_ch_4":0.01847,"inten_cooc_contrast_ch_3":21.94417,"inten_cooc_contrast_ch_4":38.91791,"inten_cooc_entropy_ch_3":7.47494,"inten_cooc_entropy_ch_4":7.00181,"inten_cooc_max_ch_3":0.03082,"inten_cooc_max_ch_4":0.11409,"kurt_inten_ch_1":-0.05781,"kurt_inten_ch_3":-0.72072,"kurt_inten_ch_4":0.57113,"length_ch_1":27.09346,"neighbor_avg_dist_ch_1":299.12123,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":131.98894,"perim_ch_1":86.86064,"shape_bfr_ch_1":0.62088,"shape_lwr_ch_1":1.35454,"shape_p_2_a_ch_1":1.70093,"skew_inten_ch_1":0.68599,"skew_inten_ch_3":0.41675,"skew_inten_ch_4":0.9151,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":11,"total_inten_ch_1":8366,"total_inten_ch_2":6707,"total_inten_ch_3":9945,"total_inten_ch_4":3326,"var_inten_ch_1":20.14687,"var_inten_ch_3":23.43998,"var_inten_ch_4":10.03577,"width_ch_1":20.00198}
{"case":"Train","class":"PS","angle_ch_1":81.92329,"area_ch_1":325,"avg_inten_ch_1":68.30868,"avg_inten_ch_2":126.90675,"avg_inten_ch_3":32.2926,"avg_inten_ch_4":51.17685,"convex_hull_area_ratio_ch_1":1.12645,"convex_hull_perim_ratio_ch_1":0.90265,"diff_inten_density_ch_1":53.2972,"diff_inten_density_ch_3":24.0979,"diff_inten_density_ch_4":30.36364,"entropy_inten_ch_1":6.81395,"entropy_inten_ch_3":2.77413,"entropy_inten_ch_4":5.75592,"eq_circ_diam_ch_1":20.37297,"eq_ellipse_lwr_ch_1":1.74394,"eq_ellipse_oblate_vol_ch_1":592.41807,"eq_ellipse_prolate_vol_ch_1":339.70033,"eq_sphere_area_ch_1":1303.94331,"eq_sphere_vol_ch_1":4427.53374,"fiber_align_2_ch_3":1.09376,"fiber_align_2_ch_4":1.49431,"fiber_length_ch_1":33.17624,"fiber_width_ch_1":10.18132,"inten_cooc_asm_ch_3":0.47668,"inten_cooc_asm_ch_4":0.05065,"inten_cooc_contrast_ch_3":0.50746,"inten_cooc_contrast_ch_4":5.75803,"inten_cooc_entropy_ch_3":2.37689,"inten_cooc_entropy_ch_4":6.16005,"inten_cooc_max_ch_3":0.69534,"inten_cooc_max_ch_4":0.21864,"kurt_inten_ch_1":-0.11144,"kurt_inten_ch_3":3.33555,"kurt_inten_ch_4":-1.10591,"length_ch_1":29.10154,"neighbor_avg_dist_ch_1":200.395,"neighbor_min_dist_ch_1":12.45518,"neighbor_var_dist_ch_1":92.73636,"perim_ch_1":86.71512,"shape_bfr_ch_1":0.67332,"shape_lwr_ch_1":1.74926,"shape_p_2_a_ch_1":1.77152,"skew_inten_ch_1":0.55798,"skew_inten_ch_3":2.04996,"skew_inten_ch_4":0.29457,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":7,"total_inten_ch_1":21244,"total_inten_ch_2":39158,"total_inten_ch_3":10043,"total_inten_ch_4":15916,"var_inten_ch_1":41.20603,"var_inten_ch_3":63.23458,"var_inten_ch_4":43.69955,"width_ch_1":16.63651}
{"case":"Train","class":"PS","angle_ch_1":107.20144,"area_ch_1":157,"avg_inten_ch_1":69.97333,"avg_inten_ch_2":339.85333,"avg_inten_ch_3":122.81333,"avg_inten_ch_4":93.84,"convex_hull_area_ratio_ch_1":1.17593,"convex_hull_perim_ratio_ch_1":0.89275,"diff_inten_density_ch_1":74.53612,"diff_inten_density_ch_3":134.26996,"diff_inten_density_ch_4":82.25475,"entropy_inten_ch_1":6.47359,"entropy_inten_ch_3":6.32576,"entropy_inten_ch_4":4.95992,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.4918,"eq_ellipse_oblate_vol_ch_1":183.53265,"eq_ellipse_prolate_vol_ch_1":123.02788,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.48192,"fiber_align_2_ch_4":1.73944,"fiber_length_ch_1":22.3691,"fiber_width_ch_1":7.5911,"inten_cooc_asm_ch_3":0.01148,"inten_cooc_asm_ch_4":0.08144,"inten_cooc_contrast_ch_3":13.35141,"inten_cooc_contrast_ch_4":6.46999,"inten_cooc_entropy_ch_3":6.88428,"inten_cooc_entropy_ch_4":5.42366,"inten_cooc_max_ch_3":0.06061,"inten_cooc_max_ch_4":0.27273,"kurt_inten_ch_1":1.2976,"kurt_inten_ch_3":3.86494,"kurt_inten_ch_4":-0.86784,"length_ch_1":19.11815,"neighbor_avg_dist_ch_1":217.77643,"neighbor_min_dist_ch_1":32.7779,"neighbor_var_dist_ch_1":109.30134,"perim_ch_1":59.92041,"shape_bfr_ch_1":0.55182,"shape_lwr_ch_1":1.28281,"shape_p_2_a_ch_1":1.68261,"skew_inten_ch_1":1.2054,"skew_inten_ch_3":1.75137,"skew_inten_ch_4":0.77207,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10496,"total_inten_ch_2":50829,"total_inten_ch_3":18422,"total_inten_ch_4":14076,"var_inten_ch_1":57.17831,"var_inten_ch_3":130.86117,"var_inten_ch_4":108.39884,"width_ch_1":14.90331}
{"case":"Train","class":"WS","angle_ch_1":25.34982,"area_ch_1":258,"avg_inten_ch_1":200.16194,"avg_inten_ch_2":227.73684,"avg_inten_ch_3":150.55061,"avg_inten_ch_4":186.37652,"convex_hull_area_ratio_ch_1":1.08155,"convex_hull_perim_ratio_ch_1":0.94471,"diff_inten_density_ch_1":95.8967,"diff_inten_density_ch_3":102.2,"diff_inten_density_ch_4":118.7978,"entropy_inten_ch_1":7.40768,"entropy_inten_ch_3":5.82138,"entropy_inten_ch_4":6.59977,"eq_circ_diam_ch_1":18.15611,"eq_ellipse_lwr_ch_1":1.43618,"eq_ellipse_oblate_vol_ch_1":380.51515,"eq_ellipse_prolate_vol_ch_1":264.94883,"eq_sphere_area_ch_1":1035.60771,"eq_sphere_vol_ch_1":3133.76716,"fiber_align_2_ch_3":1.49002,"fiber_align_2_ch_4":1.57672,"fiber_length_ch_1":20.40168,"fiber_width_ch_1":13.22969,"inten_cooc_asm_ch_3":0.0776,"inten_cooc_asm_ch_4":0.02533,"inten_cooc_contrast_ch_3":5.30691,"inten_cooc_contrast_ch_4":10.06264,"inten_cooc_entropy_ch_3":5.68108,"inten_cooc_entropy_ch_4":6.69123,"inten_cooc_max_ch_3":0.27434,"inten_cooc_max_ch_4":0.13974,"kurt_inten_ch_1":-0.77475,"kurt_inten_ch_3":0.8746,"kurt_inten_ch_4":-0.59541,"length_ch_1":22.93648,"neighbor_avg_dist_ch_1":177.42381,"neighbor_min_dist_ch_1":14.47885,"neighbor_var_dist_ch_1":85.25252,"perim_ch_1":67.26273,"shape_bfr_ch_1":0.67778,"shape_lwr_ch_1":1.37723,"shape_p_2_a_ch_1":1.33389,"skew_inten_ch_1":0.39615,"skew_inten_ch_3":1.08205,"skew_inten_ch_4":0.4226,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":49440,"total_inten_ch_2":56005,"total_inten_ch_3":37186,"total_inten_ch_4":46035,"var_inten_ch_1":106.35959,"var_inten_ch_3":157.31601,"var_inten_ch_4":145.74544,"width_ch_1":16.6541}
{"case":"Train","class":"PS","angle_ch_1":108.24501,"area_ch_1":170,"avg_inten_ch_1":61.17178,"avg_inten_ch_2":5.33129,"avg_inten_ch_3":119.6319,"avg_inten_ch_4":30.52147,"convex_hull_area_ratio_ch_1":1.13837,"convex_hull_perim_ratio_ch_1":0.90332,"diff_inten_density_ch_1":52.10035,"diff_inten_density_ch_3":72.24567,"diff_inten_density_ch_4":21.65744,"entropy_inten_ch_1":6.30392,"entropy_inten_ch_3":6.69919,"entropy_inten_ch_4":4.60976,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":1.31205,"eq_ellipse_oblate_vol_ch_1":194.97492,"eq_ellipse_prolate_vol_ch_1":148.60286,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.09538,"fiber_align_2_ch_4":1.01403,"fiber_length_ch_1":21.71156,"fiber_width_ch_1":8.46068,"inten_cooc_asm_ch_3":0.00839,"inten_cooc_asm_ch_4":0.08907,"inten_cooc_contrast_ch_3":13.1176,"inten_cooc_contrast_ch_4":3.76523,"inten_cooc_entropy_ch_3":7.10937,"inten_cooc_entropy_ch_4":5.27798,"inten_cooc_max_ch_3":0.02778,"inten_cooc_max_ch_4":0.29655,"kurt_inten_ch_1":-0.50205,"kurt_inten_ch_3":-0.92787,"kurt_inten_ch_4":-0.75397,"length_ch_1":19.75658,"neighbor_avg_dist_ch_1":197.65033,"neighbor_min_dist_ch_1":34.07917,"neighbor_var_dist_ch_1":83.03072,"perim_ch_1":60.34449,"shape_bfr_ch_1":0.56837,"shape_lwr_ch_1":1.29846,"shape_p_2_a_ch_1":1.57749,"skew_inten_ch_1":0.35358,"skew_inten_ch_3":0.04394,"skew_inten_ch_4":0.77642,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9971,"total_inten_ch_2":707,"total_inten_ch_3":19500,"total_inten_ch_4":4975,"var_inten_ch_1":35.21687,"var_inten_ch_3":67.67034,"var_inten_ch_4":33.48442,"width_ch_1":15.21542}
{"case":"Train","class":"PS","angle_ch_1":142.89571,"area_ch_1":432,"avg_inten_ch_1":36.57627,"avg_inten_ch_2":17.28571,"avg_inten_ch_3":91.3293,"avg_inten_ch_4":53.6586,"convex_hull_area_ratio_ch_1":1.66159,"convex_hull_perim_ratio_ch_1":0.67824,"diff_inten_density_ch_1":40.79253,"diff_inten_density_ch_3":65.65284,"diff_inten_density_ch_4":39.99862,"entropy_inten_ch_1":6.28315,"entropy_inten_ch_3":7.15426,"entropy_inten_ch_4":5.69346,"eq_circ_diam_ch_1":23.47736,"eq_ellipse_lwr_ch_1":1.474,"eq_ellipse_oblate_vol_ch_1":833.48072,"eq_ellipse_prolate_vol_ch_1":565.45454,"eq_sphere_area_ch_1":1731.60317,"eq_sphere_vol_ch_1":6775.57838,"fiber_align_2_ch_3":1.85884,"fiber_align_2_ch_4":1.68451,"fiber_length_ch_1":78.10412,"fiber_width_ch_1":5.94858,"inten_cooc_asm_ch_3":0.00635,"inten_cooc_asm_ch_4":0.0655,"inten_cooc_contrast_ch_3":14.6096,"inten_cooc_contrast_ch_4":7.67969,"inten_cooc_entropy_ch_3":7.5921,"inten_cooc_entropy_ch_4":6.00288,"inten_cooc_max_ch_3":0.02222,"inten_cooc_max_ch_4":0.25,"kurt_inten_ch_1":0.07225,"kurt_inten_ch_3":-0.27172,"kurt_inten_ch_4":0.21255,"length_ch_1":43.82036,"neighbor_avg_dist_ch_1":197.81669,"neighbor_min_dist_ch_1":27.1068,"neighbor_var_dist_ch_1":96.79993,"perim_ch_1":168.10539,"shape_bfr_ch_1":0.32779,"shape_lwr_ch_1":1.45398,"shape_p_2_a_ch_1":4.8402,"skew_inten_ch_1":0.63789,"skew_inten_ch_3":0.67892,"skew_inten_ch_4":0.89381,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":15106,"total_inten_ch_2":6727,"total_inten_ch_3":37719,"total_inten_ch_4":22161,"var_inten_ch_1":23.44572,"var_inten_ch_3":63.97577,"var_inten_ch_4":52.75245,"width_ch_1":30.13828}
{"case":"Test","class":"PS","angle_ch_1":67.36923,"area_ch_1":201,"avg_inten_ch_1":62.13021,"avg_inten_ch_2":6.3125,"avg_inten_ch_3":143.43229,"avg_inten_ch_4":57.60417,"convex_hull_area_ratio_ch_1":1.12515,"convex_hull_perim_ratio_ch_1":0.87897,"diff_inten_density_ch_1":49.18023,"diff_inten_density_ch_3":76.73837,"diff_inten_density_ch_4":42.15116,"entropy_inten_ch_1":6.55141,"entropy_inten_ch_3":7.01322,"entropy_inten_ch_4":4.31974,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":1.48756,"eq_ellipse_oblate_vol_ch_1":265.40637,"eq_ellipse_prolate_vol_ch_1":178.41668,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.19564,"fiber_align_2_ch_4":1.12405,"fiber_length_ch_1":25.83295,"fiber_width_ch_1":8.18612,"inten_cooc_asm_ch_3":0.00906,"inten_cooc_asm_ch_4":0.17857,"inten_cooc_contrast_ch_3":9.7027,"inten_cooc_contrast_ch_4":2.07265,"inten_cooc_entropy_ch_3":7.09241,"inten_cooc_entropy_ch_4":4.318,"inten_cooc_max_ch_3":0.02941,"inten_cooc_max_ch_4":0.41379,"kurt_inten_ch_1":0.0589,"kurt_inten_ch_3":-0.12162,"kurt_inten_ch_4":2.0716,"length_ch_1":22.68205,"neighbor_avg_dist_ch_1":282.3294,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":131.70487,"perim_ch_1":68.03813,"shape_bfr_ch_1":0.54688,"shape_lwr_ch_1":1.39803,"shape_p_2_a_ch_1":1.74197,"skew_inten_ch_1":0.74765,"skew_inten_ch_3":0.77712,"skew_inten_ch_4":1.70556,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11929,"total_inten_ch_2":1021,"total_inten_ch_3":27539,"total_inten_ch_4":11060,"var_inten_ch_1":43.51615,"var_inten_ch_3":102.95405,"var_inten_ch_4":88.86776,"width_ch_1":16.22427}
{"case":"Test","class":"PS","angle_ch_1":91.02138,"area_ch_1":229,"avg_inten_ch_1":30.96347,"avg_inten_ch_2":3.13242,"avg_inten_ch_3":54.3653,"avg_inten_ch_4":142.38356,"convex_hull_area_ratio_ch_1":1.31545,"convex_hull_perim_ratio_ch_1":0.87512,"diff_inten_density_ch_1":40.53646,"diff_inten_density_ch_3":53.76042,"diff_inten_density_ch_4":90.28646,"entropy_inten_ch_1":5.8615,"entropy_inten_ch_3":6.25104,"entropy_inten_ch_4":6.33657,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":4.06046,"eq_ellipse_oblate_vol_ch_1":534.16485,"eq_ellipse_prolate_vol_ch_1":131.55281,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.41462,"fiber_align_2_ch_4":1.7778,"fiber_length_ch_1":40.07057,"fiber_width_ch_1":6.09493,"inten_cooc_asm_ch_3":0.00961,"inten_cooc_asm_ch_4":0.01836,"inten_cooc_contrast_ch_3":17.93333,"inten_cooc_contrast_ch_4":13.56008,"inten_cooc_entropy_ch_3":7.1805,"inten_cooc_entropy_ch_4":6.83561,"inten_cooc_max_ch_3":0.04523,"inten_cooc_max_ch_4":0.12563,"kurt_inten_ch_1":1.33562,"kurt_inten_ch_3":1.84816,"kurt_inten_ch_4":-0.04142,"length_ch_1":34.78574,"neighbor_avg_dist_ch_1":195.3954,"neighbor_min_dist_ch_1":26.61905,"neighbor_var_dist_ch_1":110.25183,"perim_ch_1":92.331,"shape_bfr_ch_1":0.59473,"shape_lwr_ch_1":3.13502,"shape_p_2_a_ch_1":2.77772,"skew_inten_ch_1":0.95815,"skew_inten_ch_3":1.4004,"skew_inten_ch_4":0.37544,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6781,"total_inten_ch_2":468,"total_inten_ch_3":11906,"total_inten_ch_4":31182,"var_inten_ch_1":21.5086,"var_inten_ch_3":50.34043,"var_inten_ch_4":103.8965,"width_ch_1":11.09587}
{"case":"Test","class":"PS","angle_ch_1":35.92395,"area_ch_1":445,"avg_inten_ch_1":119.75059,"avg_inten_ch_2":142.86588,"avg_inten_ch_3":10.97647,"avg_inten_ch_4":249.02588,"convex_hull_area_ratio_ch_1":1.6029,"convex_hull_perim_ratio_ch_1":0.87632,"diff_inten_density_ch_1":65.84825,"diff_inten_density_ch_3":13.58885,"diff_inten_density_ch_4":127.43839,"entropy_inten_ch_1":7.52065,"entropy_inten_ch_3":4.12979,"entropy_inten_ch_4":6.93264,"eq_circ_diam_ch_1":23.81599,"eq_ellipse_lwr_ch_1":3.15333,"eq_ellipse_oblate_vol_ch_1":1272.59359,"eq_ellipse_prolate_vol_ch_1":403.57119,"eq_sphere_area_ch_1":1781.9161,"eq_sphere_vol_ch_1":7073.01682,"fiber_align_2_ch_3":1.44114,"fiber_align_2_ch_4":1.20802,"fiber_length_ch_1":58.55048,"fiber_width_ch_1":8.02469,"inten_cooc_asm_ch_3":0.12117,"inten_cooc_asm_ch_4":0.04877,"inten_cooc_contrast_ch_3":9.03195,"inten_cooc_contrast_ch_4":4.96774,"inten_cooc_entropy_ch_3":5.41007,"inten_cooc_entropy_ch_4":6.18873,"inten_cooc_max_ch_3":0.34115,"inten_cooc_max_ch_4":0.21189,"kurt_inten_ch_1":-0.56409,"kurt_inten_ch_3":1.75862,"kurt_inten_ch_4":-0.34018,"length_ch_1":47.86719,"neighbor_avg_dist_ch_1":297.49248,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":120.41414,"perim_ch_1":133.15034,"shape_bfr_ch_1":0.46713,"shape_lwr_ch_1":2.40261,"shape_p_2_a_ch_1":3.00271,"skew_inten_ch_1":0.361,"skew_inten_ch_3":1.25243,"skew_inten_ch_4":0.57586,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":50894,"total_inten_ch_2":60294,"total_inten_ch_3":4665,"total_inten_ch_4":105836,"var_inten_ch_1":68.76264,"var_inten_ch_3":12.96291,"var_inten_ch_4":215.45937,"width_ch_1":19.92299}
{"case":"Test","class":"PS","angle_ch_1":83.80749,"area_ch_1":1016,"avg_inten_ch_1":63.10515,"avg_inten_ch_2":87.7,"avg_inten_ch_3":106.38454,"avg_inten_ch_4":119.09897,"convex_hull_area_ratio_ch_1":1.30571,"convex_hull_perim_ratio_ch_1":0.79762,"diff_inten_density_ch_1":59.32141,"diff_inten_density_ch_3":81.02752,"diff_inten_density_ch_4":84.05559,"entropy_inten_ch_1":6.96363,"entropy_inten_ch_3":6.73291,"entropy_inten_ch_4":6.97254,"eq_circ_diam_ch_1":35.97991,"eq_ellipse_lwr_ch_1":2.19231,"eq_ellipse_oblate_vol_ch_1":3658.73182,"eq_ellipse_prolate_vol_ch_1":1668.89005,"eq_sphere_area_ch_1":4066.96145,"eq_sphere_vol_ch_1":24388.15223,"fiber_align_2_ch_3":1.46772,"fiber_align_2_ch_4":1.48238,"fiber_length_ch_1":93.07134,"fiber_width_ch_1":11.28189,"inten_cooc_asm_ch_3":0.0539,"inten_cooc_asm_ch_4":0.03235,"inten_cooc_contrast_ch_3":6.09793,"inten_cooc_contrast_ch_4":8.12978,"inten_cooc_entropy_ch_3":6.25531,"inten_cooc_entropy_ch_4":6.639,"inten_cooc_max_ch_3":0.2227,"inten_cooc_max_ch_4":0.18162,"kurt_inten_ch_1":7.49681,"kurt_inten_ch_3":8.16481,"kurt_inten_ch_4":1.43229,"length_ch_1":70.45154,"neighbor_avg_dist_ch_1":186.1067,"neighbor_min_dist_ch_1":29.761,"neighbor_var_dist_ch_1":71.82629,"perim_ch_1":208.70645,"shape_bfr_ch_1":0.45523,"shape_lwr_ch_1":2.2223,"shape_p_2_a_ch_1":3.30112,"skew_inten_ch_1":1.89384,"skew_inten_ch_3":2.24291,"skew_inten_ch_4":1.22886,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":14,"total_inten_ch_1":61212,"total_inten_ch_2":84100,"total_inten_ch_3":103193,"total_inten_ch_4":115526,"var_inten_ch_1":52.01549,"var_inten_ch_3":127.11898,"var_inten_ch_4":119.37597,"width_ch_1":31.70209}
{"case":"Test","class":"PS","angle_ch_1":162.36315,"area_ch_1":206,"avg_inten_ch_1":29.20305,"avg_inten_ch_2":5.84264,"avg_inten_ch_3":41.03046,"avg_inten_ch_4":10.19797,"convex_hull_area_ratio_ch_1":1.53461,"convex_hull_perim_ratio_ch_1":0.86714,"diff_inten_density_ch_1":39.86471,"diff_inten_density_ch_3":46.44118,"diff_inten_density_ch_4":12.92941,"entropy_inten_ch_1":5.83159,"entropy_inten_ch_3":5.96541,"entropy_inten_ch_4":4.62344,"eq_circ_diam_ch_1":16.21464,"eq_ellipse_lwr_ch_1":3.95033,"eq_ellipse_oblate_vol_ch_1":449.50813,"eq_ellipse_prolate_vol_ch_1":113.79004,"eq_sphere_area_ch_1":825.97052,"eq_sphere_vol_ch_1":2232.13591,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":2,"fiber_length_ch_1":41.8133,"fiber_width_ch_1":5.2518,"inten_cooc_asm_ch_3":0.00973,"inten_cooc_asm_ch_4":0.00953,"inten_cooc_contrast_ch_3":25.14586,"inten_cooc_contrast_ch_4":31.6417,"inten_cooc_entropy_ch_3":7.28643,"inten_cooc_entropy_ch_4":7.2302,"inten_cooc_max_ch_3":0.08046,"inten_cooc_max_ch_4":0.06322,"kurt_inten_ch_1":0.71188,"kurt_inten_ch_3":3.07124,"kurt_inten_ch_4":1.60019,"length_ch_1":33.92354,"neighbor_avg_dist_ch_1":253.21799,"neighbor_min_dist_ch_1":14.22322,"neighbor_var_dist_ch_1":96.64343,"perim_ch_1":94.1302,"shape_bfr_ch_1":0.48161,"shape_lwr_ch_1":2.68407,"shape_p_2_a_ch_1":3.21087,"skew_inten_ch_1":0.88205,"skew_inten_ch_3":1.3078,"skew_inten_ch_4":1.04883,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5753,"total_inten_ch_2":955,"total_inten_ch_3":8083,"total_inten_ch_4":2009,"var_inten_ch_1":20.09873,"var_inten_ch_3":33.78311,"var_inten_ch_4":8.57729,"width_ch_1":12.63883}
{"case":"Train","class":"PS","angle_ch_1":73.97353,"area_ch_1":266,"avg_inten_ch_1":101.42126,"avg_inten_ch_2":242.32283,"avg_inten_ch_3":40.20866,"avg_inten_ch_4":52.79134,"convex_hull_area_ratio_ch_1":1.12994,"convex_hull_perim_ratio_ch_1":0.93224,"diff_inten_density_ch_1":56.02597,"diff_inten_density_ch_3":32.25541,"diff_inten_density_ch_4":37.90909,"entropy_inten_ch_1":7.13501,"entropy_inten_ch_3":4.56657,"entropy_inten_ch_4":4.04925,"eq_circ_diam_ch_1":18.41158,"eq_ellipse_lwr_ch_1":2.38645,"eq_ellipse_oblate_vol_ch_1":511.50305,"eq_ellipse_prolate_vol_ch_1":214.33644,"eq_sphere_area_ch_1":1064.95692,"eq_sphere_vol_ch_1":3267.92342,"fiber_align_2_ch_3":1.01662,"fiber_align_2_ch_4":1.51982,"fiber_length_ch_1":29.22941,"fiber_width_ch_1":9.52101,"inten_cooc_asm_ch_3":0.16063,"inten_cooc_asm_ch_4":0.24338,"inten_cooc_contrast_ch_3":2.84236,"inten_cooc_contrast_ch_4":2.11812,"inten_cooc_entropy_ch_3":4.64388,"inten_cooc_entropy_ch_4":3.94266,"inten_cooc_max_ch_3":0.40084,"inten_cooc_max_ch_4":0.49778,"kurt_inten_ch_1":-0.91938,"kurt_inten_ch_3":5.70026,"kurt_inten_ch_4":-0.05946,"length_ch_1":29.5311,"neighbor_avg_dist_ch_1":159.17584,"neighbor_min_dist_ch_1":20.39926,"neighbor_var_dist_ch_1":71.76307,"perim_ch_1":77.50083,"shape_bfr_ch_1":0.60522,"shape_lwr_ch_1":1.98244,"shape_p_2_a_ch_1":1.7175,"skew_inten_ch_1":0.36064,"skew_inten_ch_3":2.21852,"skew_inten_ch_4":1.17186,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":25761,"total_inten_ch_2":61297,"total_inten_ch_3":10213,"total_inten_ch_4":13409,"var_inten_ch_1":63.82154,"var_inten_ch_3":62.32673,"var_inten_ch_4":74.82867,"width_ch_1":14.89633}
{"case":"Test","class":"PS","angle_ch_1":86.4323,"area_ch_1":511,"avg_inten_ch_1":26.27254,"avg_inten_ch_2":43.92008,"avg_inten_ch_3":65.83811,"avg_inten_ch_4":8.32787,"convex_hull_area_ratio_ch_1":1.30418,"convex_hull_perim_ratio_ch_1":0.7797,"diff_inten_density_ch_1":36.79418,"diff_inten_density_ch_3":52.34452,"diff_inten_density_ch_4":12.87248,"entropy_inten_ch_1":5.76275,"entropy_inten_ch_3":6.64712,"entropy_inten_ch_4":2.58559,"eq_circ_diam_ch_1":25.5202,"eq_ellipse_lwr_ch_1":2.23985,"eq_ellipse_oblate_vol_ch_1":1319.6555,"eq_ellipse_prolate_vol_ch_1":589.17186,"eq_sphere_area_ch_1":2046.05896,"eq_sphere_vol_ch_1":8702.64021,"fiber_align_2_ch_3":1.56883,"fiber_align_2_ch_4":1.68661,"fiber_length_ch_1":60.94864,"fiber_width_ch_1":8.74941,"inten_cooc_asm_ch_3":0.01132,"inten_cooc_asm_ch_4":0.37561,"inten_cooc_contrast_ch_3":17.66027,"inten_cooc_contrast_ch_4":2.084,"inten_cooc_entropy_ch_3":7.48954,"inten_cooc_entropy_ch_4":2.96154,"inten_cooc_max_ch_3":0.0859,"inten_cooc_max_ch_4":0.61233,"kurt_inten_ch_1":0.24931,"kurt_inten_ch_3":3.75555,"kurt_inten_ch_4":13.8676,"length_ch_1":39.78748,"neighbor_avg_dist_ch_1":208.04632,"neighbor_min_dist_ch_1":22.54707,"neighbor_var_dist_ch_1":111.42047,"perim_ch_1":139.3961,"shape_bfr_ch_1":0.53971,"shape_lwr_ch_1":1.6703,"shape_p_2_a_ch_1":2.89965,"skew_inten_ch_1":0.74073,"skew_inten_ch_3":1.24125,"skew_inten_ch_4":3.57867,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":12,"total_inten_ch_1":12821,"total_inten_ch_2":20946,"total_inten_ch_3":32129,"total_inten_ch_4":4064,"var_inten_ch_1":21.09273,"var_inten_ch_3":50.03241,"var_inten_ch_4":20.6157,"width_ch_1":23.82053}
{"case":"Train","class":"WS","angle_ch_1":96.50331,"area_ch_1":272,"avg_inten_ch_1":143.49615,"avg_inten_ch_2":565.78462,"avg_inten_ch_3":197.26923,"avg_inten_ch_4":470.72692,"convex_hull_area_ratio_ch_1":1.04067,"convex_hull_perim_ratio_ch_1":0.97112,"diff_inten_density_ch_1":91.34855,"diff_inten_density_ch_3":147.42324,"diff_inten_density_ch_4":206.25726,"entropy_inten_ch_1":7.2212,"entropy_inten_ch_3":5.62193,"entropy_inten_ch_4":7.05402,"eq_circ_diam_ch_1":18.62777,"eq_ellipse_lwr_ch_1":1.13784,"eq_ellipse_oblate_vol_ch_1":365.78171,"eq_ellipse_prolate_vol_ch_1":321.47052,"eq_sphere_area_ch_1":1090.11338,"eq_sphere_vol_ch_1":3384.39713,"fiber_align_2_ch_3":1.19337,"fiber_align_2_ch_4":1.26012,"fiber_length_ch_1":16.30378,"fiber_width_ch_1":16.30378,"inten_cooc_asm_ch_3":0.10656,"inten_cooc_asm_ch_4":0.02203,"inten_cooc_contrast_ch_3":3.39997,"inten_cooc_contrast_ch_4":6.38544,"inten_cooc_entropy_ch_3":5.23747,"inten_cooc_entropy_ch_4":6.59142,"inten_cooc_max_ch_3":0.32099,"inten_cooc_max_ch_4":0.11715,"kurt_inten_ch_1":5.05694,"kurt_inten_ch_3":5.1896,"kurt_inten_ch_4":-0.36756,"length_ch_1":21.47761,"neighbor_avg_dist_ch_1":200.47635,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":95.63852,"perim_ch_1":65.21512,"shape_bfr_ch_1":0.70087,"shape_lwr_ch_1":1.18632,"shape_p_2_a_ch_1":1.19365,"skew_inten_ch_1":2.08297,"skew_inten_ch_3":2.18109,"skew_inten_ch_4":0.29291,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":37309,"total_inten_ch_2":146845,"total_inten_ch_3":51290,"total_inten_ch_4":122389,"var_inten_ch_1":113.94018,"var_inten_ch_3":271.81963,"var_inten_ch_4":327.09685,"width_ch_1":18.10447}
{"case":"Test","class":"PS","angle_ch_1":108.27142,"area_ch_1":563,"avg_inten_ch_1":20.99071,"avg_inten_ch_2":62.88104,"avg_inten_ch_3":25.75279,"avg_inten_ch_4":13.38662,"convex_hull_area_ratio_ch_1":1.59504,"convex_hull_perim_ratio_ch_1":0.82908,"diff_inten_density_ch_1":36.75407,"diff_inten_density_ch_3":17.22764,"diff_inten_density_ch_4":13.78252,"entropy_inten_ch_1":5.49949,"entropy_inten_ch_3":4.84246,"entropy_inten_ch_4":2.95814,"eq_circ_diam_ch_1":26.79572,"eq_ellipse_lwr_ch_1":2.70789,"eq_ellipse_oblate_vol_ch_1":1679.61706,"eq_ellipse_prolate_vol_ch_1":620.26839,"eq_sphere_area_ch_1":2255.69615,"eq_sphere_vol_ch_1":10073.83213,"fiber_align_2_ch_3":1.00973,"fiber_align_2_ch_4":1.40411,"fiber_length_ch_1":67.93116,"fiber_width_ch_1":8.70644,"inten_cooc_asm_ch_3":0.11142,"inten_cooc_asm_ch_4":0.38661,"inten_cooc_contrast_ch_3":3.06366,"inten_cooc_contrast_ch_4":1.51466,"inten_cooc_entropy_ch_3":5.21259,"inten_cooc_entropy_ch_4":2.96292,"inten_cooc_max_ch_3":0.33806,"inten_cooc_max_ch_4":0.61837,"kurt_inten_ch_1":0.24265,"kurt_inten_ch_3":0.58968,"kurt_inten_ch_4":10.69235,"length_ch_1":50.81024,"neighbor_avg_dist_ch_1":203.2987,"neighbor_min_dist_ch_1":32.90556,"neighbor_var_dist_ch_1":91.02624,"perim_ch_1":153.27522,"shape_bfr_ch_1":0.40432,"shape_lwr_ch_1":1.85102,"shape_p_2_a_ch_1":3.16098,"skew_inten_ch_1":0.75993,"skew_inten_ch_3":1.24974,"skew_inten_ch_4":2.98601,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":15,"total_inten_ch_1":11293,"total_inten_ch_2":33293,"total_inten_ch_3":13855,"total_inten_ch_4":7202,"var_inten_ch_1":17.45866,"var_inten_ch_3":33.27351,"var_inten_ch_4":28.35016,"width_ch_1":27.44993}
{"case":"Test","class":"PS","angle_ch_1":102.41585,"area_ch_1":216,"avg_inten_ch_1":136.96135,"avg_inten_ch_2":5.43961,"avg_inten_ch_3":316.1401,"avg_inten_ch_4":40.25121,"convex_hull_area_ratio_ch_1":1.51406,"convex_hull_perim_ratio_ch_1":0.71633,"diff_inten_density_ch_1":150.52113,"diff_inten_density_ch_3":345.44507,"diff_inten_density_ch_4":46.89859,"entropy_inten_ch_1":7.07683,"entropy_inten_ch_3":7.39269,"entropy_inten_ch_4":3.88569,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":1.47119,"eq_ellipse_oblate_vol_ch_1":295.46853,"eq_ellipse_prolate_vol_ch_1":200.83662,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.06255,"fiber_align_2_ch_4":1.43259,"fiber_length_ch_1":44.99552,"fiber_width_ch_1":5.17739,"inten_cooc_asm_ch_3":0.00753,"inten_cooc_asm_ch_4":0.22959,"inten_cooc_contrast_ch_3":20.97877,"inten_cooc_contrast_ch_4":3.51244,"inten_cooc_entropy_ch_3":7.31674,"inten_cooc_entropy_ch_4":4.08488,"inten_cooc_max_ch_3":0.0339,"inten_cooc_max_ch_4":0.48023,"kurt_inten_ch_1":6.85928,"kurt_inten_ch_3":4.36557,"kurt_inten_ch_4":9.00739,"length_ch_1":25.75777,"neighbor_avg_dist_ch_1":231.81277,"neighbor_min_dist_ch_1":28.95771,"neighbor_var_dist_ch_1":133.93201,"perim_ch_1":100.34582,"shape_bfr_ch_1":0.42417,"shape_lwr_ch_1":1.29701,"shape_p_2_a_ch_1":3.43958,"skew_inten_ch_1":2.32037,"skew_inten_ch_3":1.91265,"skew_inten_ch_4":2.56434,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":28351,"total_inten_ch_2":920,"total_inten_ch_3":65441,"total_inten_ch_4":8332,"var_inten_ch_1":140.88906,"var_inten_ch_3":304.14706,"var_inten_ch_4":64.3533,"width_ch_1":19.85934}
{"case":"Train","class":"WS","angle_ch_1":30.1836,"area_ch_1":233,"avg_inten_ch_1":368.09865,"avg_inten_ch_2":345.5426,"avg_inten_ch_3":132.93274,"avg_inten_ch_4":114.99552,"convex_hull_area_ratio_ch_1":1.0194,"convex_hull_perim_ratio_ch_1":0.98182,"diff_inten_density_ch_1":135.8932,"diff_inten_density_ch_3":136.71845,"diff_inten_density_ch_4":60.77184,"entropy_inten_ch_1":7.42861,"entropy_inten_ch_3":5.66423,"entropy_inten_ch_4":6.37008,"eq_circ_diam_ch_1":17.25149,"eq_ellipse_lwr_ch_1":1.27854,"eq_ellipse_oblate_vol_ch_1":307.98932,"eq_ellipse_prolate_vol_ch_1":240.89181,"eq_sphere_area_ch_1":934.98186,"eq_sphere_vol_ch_1":2688.30531,"fiber_align_2_ch_3":1.46842,"fiber_align_2_ch_4":1.58465,"fiber_length_ch_1":14.70596,"fiber_width_ch_1":14.70596,"inten_cooc_asm_ch_3":0.05966,"inten_cooc_asm_ch_4":0.02511,"inten_cooc_contrast_ch_3":7.60607,"inten_cooc_contrast_ch_4":7.39412,"inten_cooc_entropy_ch_3":5.76458,"inten_cooc_entropy_ch_4":6.59141,"inten_cooc_max_ch_3":0.23902,"inten_cooc_max_ch_4":0.13659,"kurt_inten_ch_1":-0.15139,"kurt_inten_ch_3":3.0516,"kurt_inten_ch_4":-1.06717,"length_ch_1":20.56269,"neighbor_avg_dist_ch_1":199.42585,"neighbor_min_dist_ch_1":27.02935,"neighbor_var_dist_ch_1":86.86329,"perim_ch_1":58.82384,"shape_bfr_ch_1":0.71077,"shape_lwr_ch_1":1.28571,"shape_p_2_a_ch_1":1.13232,"skew_inten_ch_1":0.56612,"skew_inten_ch_3":1.8941,"skew_inten_ch_4":0.00518,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":82086,"total_inten_ch_2":76834,"total_inten_ch_3":29644,"total_inten_ch_4":25644,"var_inten_ch_1":193.62045,"var_inten_ch_3":192.56207,"var_inten_ch_4":78.55126,"width_ch_1":15.99321}
{"case":"Test","class":"PS","angle_ch_1":82.36912,"area_ch_1":187,"avg_inten_ch_1":307.08939,"avg_inten_ch_2":230.87709,"avg_inten_ch_3":463.43575,"avg_inten_ch_4":9.84916,"convex_hull_area_ratio_ch_1":1.09115,"convex_hull_perim_ratio_ch_1":0.96596,"diff_inten_density_ch_1":148.58025,"diff_inten_density_ch_3":297.56173,"diff_inten_density_ch_4":10.87037,"entropy_inten_ch_1":7.21144,"entropy_inten_ch_3":7.03815,"entropy_inten_ch_4":2.93181,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":1.95868,"eq_ellipse_oblate_vol_ch_1":274.14625,"eq_ellipse_prolate_vol_ch_1":139.96514,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.488,"fiber_align_2_ch_4":1.50393,"fiber_length_ch_1":21.00473,"fiber_width_ch_1":9.3068,"inten_cooc_asm_ch_3":0.0076,"inten_cooc_asm_ch_4":0.32603,"inten_cooc_contrast_ch_3":15.02697,"inten_cooc_contrast_ch_4":1.48368,"inten_cooc_entropy_ch_3":7.30001,"inten_cooc_entropy_ch_4":3.26603,"inten_cooc_max_ch_3":0.03593,"inten_cooc_max_ch_4":0.57962,"kurt_inten_ch_1":-0.23122,"kurt_inten_ch_3":-0.36168,"kurt_inten_ch_4":3.65537,"length_ch_1":22.59625,"neighbor_avg_dist_ch_1":212.93694,"neighbor_min_dist_ch_1":12.3283,"neighbor_var_dist_ch_1":107.00866,"perim_ch_1":60.62304,"shape_bfr_ch_1":0.67784,"shape_lwr_ch_1":1.84462,"shape_p_2_a_ch_1":1.49605,"skew_inten_ch_1":0.04726,"skew_inten_ch_3":0.38725,"skew_inten_ch_4":2.04004,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":54969,"total_inten_ch_2":41149,"total_inten_ch_3":82955,"total_inten_ch_4":1763,"var_inten_ch_1":135.10014,"var_inten_ch_3":290.7393,"var_inten_ch_4":17.89837,"width_ch_1":12.24979}
{"case":"Test","class":"PS","angle_ch_1":108.32159,"area_ch_1":163,"avg_inten_ch_1":56.55769,"avg_inten_ch_2":197.11538,"avg_inten_ch_3":104.87179,"avg_inten_ch_4":205.02564,"convex_hull_area_ratio_ch_1":1.20181,"convex_hull_perim_ratio_ch_1":0.87497,"diff_inten_density_ch_1":69.50909,"diff_inten_density_ch_3":116.2,"diff_inten_density_ch_4":220.09091,"entropy_inten_ch_1":6.31032,"entropy_inten_ch_3":4.96597,"entropy_inten_ch_4":5.00487,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":1.71402,"eq_ellipse_oblate_vol_ch_1":208.64931,"eq_ellipse_prolate_vol_ch_1":121.73065,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.80909,"fiber_align_2_ch_4":1.85828,"fiber_length_ch_1":23.87034,"fiber_width_ch_1":7.28933,"inten_cooc_asm_ch_3":0.10952,"inten_cooc_asm_ch_4":0.1004,"inten_cooc_contrast_ch_3":5.49326,"inten_cooc_contrast_ch_4":4.75918,"inten_cooc_entropy_ch_3":5.18756,"inten_cooc_entropy_ch_4":5.27832,"inten_cooc_max_ch_3":0.33333,"inten_cooc_max_ch_4":0.32117,"kurt_inten_ch_1":1.60316,"kurt_inten_ch_3":1.59006,"kurt_inten_ch_4":0.49943,"length_ch_1":20.07546,"neighbor_avg_dist_ch_1":279.98506,"neighbor_min_dist_ch_1":17.03959,"neighbor_var_dist_ch_1":140.08325,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.58451,"shape_lwr_ch_1":1.44065,"shape_p_2_a_ch_1":1.77618,"skew_inten_ch_1":1.44272,"skew_inten_ch_3":1.5109,"skew_inten_ch_4":1.23974,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":8823,"total_inten_ch_2":30595,"total_inten_ch_3":16360,"total_inten_ch_4":31984,"var_inten_ch_1":55.35946,"var_inten_ch_3":142.44561,"var_inten_ch_4":263.38711,"width_ch_1":13.93498}
{"case":"Train","class":"WS","angle_ch_1":69.89026,"area_ch_1":365,"avg_inten_ch_1":55.97994,"avg_inten_ch_2":183.22636,"avg_inten_ch_3":55.00573,"avg_inten_ch_4":107.44126,"convex_hull_area_ratio_ch_1":1.05784,"convex_hull_perim_ratio_ch_1":0.94139,"diff_inten_density_ch_1":51.7957,"diff_inten_density_ch_3":48.36406,"diff_inten_density_ch_4":67.54378,"entropy_inten_ch_1":6.7025,"entropy_inten_ch_3":5.95474,"entropy_inten_ch_4":6.02607,"eq_circ_diam_ch_1":21.58176,"eq_ellipse_lwr_ch_1":1.7914,"eq_ellipse_oblate_vol_ch_1":713.76702,"eq_ellipse_prolate_vol_ch_1":398.43998,"eq_sphere_area_ch_1":1463.26757,"eq_sphere_vol_ch_1":5263.31589,"fiber_align_2_ch_3":1.16517,"fiber_align_2_ch_4":1.38847,"fiber_length_ch_1":28.8964,"fiber_width_ch_1":13.01327,"inten_cooc_asm_ch_3":0.04405,"inten_cooc_asm_ch_4":0.08073,"inten_cooc_contrast_ch_3":8.8245,"inten_cooc_contrast_ch_4":4.6419,"inten_cooc_entropy_ch_3":6.37411,"inten_cooc_entropy_ch_4":5.73387,"inten_cooc_max_ch_3":0.19757,"inten_cooc_max_ch_4":0.27356,"kurt_inten_ch_1":-0.36339,"kurt_inten_ch_3":0.18179,"kurt_inten_ch_4":-0.55396,"length_ch_1":31.23772,"neighbor_avg_dist_ch_1":311.14175,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":135.46693,"perim_ch_1":83.81934,"shape_bfr_ch_1":0.64592,"shape_lwr_ch_1":1.72297,"shape_p_2_a_ch_1":1.48678,"skew_inten_ch_1":0.52394,"skew_inten_ch_3":0.92512,"skew_inten_ch_4":0.6933,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":19537,"total_inten_ch_2":63598,"total_inten_ch_3":19197,"total_inten_ch_4":37497,"var_inten_ch_1":35.98594,"var_inten_ch_3":55.92986,"var_inten_ch_4":107.75381,"width_ch_1":18.13021}
{"case":"Train","class":"PS","angle_ch_1":121.98663,"area_ch_1":238,"avg_inten_ch_1":21.95175,"avg_inten_ch_2":16.82895,"avg_inten_ch_3":32.35526,"avg_inten_ch_4":109.59211,"convex_hull_area_ratio_ch_1":1.27952,"convex_hull_perim_ratio_ch_1":0.84692,"diff_inten_density_ch_1":37.43829,"diff_inten_density_ch_3":23.9068,"diff_inten_density_ch_4":46.733,"entropy_inten_ch_1":5.52782,"entropy_inten_ch_3":5.95879,"entropy_inten_ch_4":6.51576,"eq_circ_diam_ch_1":17.44382,"eq_ellipse_lwr_ch_1":2.98174,"eq_ellipse_oblate_vol_ch_1":486.24938,"eq_ellipse_prolate_vol_ch_1":163.07545,"eq_sphere_area_ch_1":955.94558,"eq_sphere_vol_ch_1":2779.22409,"fiber_align_2_ch_3":1.73727,"fiber_align_2_ch_4":1.05328,"fiber_length_ch_1":38.56924,"fiber_width_ch_1":6.73303,"inten_cooc_asm_ch_3":0.00758,"inten_cooc_asm_ch_4":0.01583,"inten_cooc_contrast_ch_3":12.91618,"inten_cooc_contrast_ch_4":6.37218,"inten_cooc_entropy_ch_3":7.27058,"inten_cooc_entropy_ch_4":6.70761,"inten_cooc_max_ch_3":0.01741,"inten_cooc_max_ch_4":0.08673,"kurt_inten_ch_1":0.16744,"kurt_inten_ch_3":0.27035,"kurt_inten_ch_4":-1.18506,"length_ch_1":32.23296,"neighbor_avg_dist_ch_1":214.90908,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":112.01197,"perim_ch_1":90.60456,"shape_bfr_ch_1":0.51359,"shape_lwr_ch_1":2.23279,"shape_p_2_a_ch_1":2.51557,"skew_inten_ch_1":0.66865,"skew_inten_ch_3":0.93462,"skew_inten_ch_4":-0.2123,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":5005,"total_inten_ch_2":3610,"total_inten_ch_3":7377,"total_inten_ch_4":24987,"var_inten_ch_1":15.74195,"var_inten_ch_3":23.80589,"var_inten_ch_4":69.52852,"width_ch_1":14.43619}
{"case":"Test","class":"WS","angle_ch_1":45.29993,"area_ch_1":286,"avg_inten_ch_1":247.10623,"avg_inten_ch_2":190.7326,"avg_inten_ch_3":28.68498,"avg_inten_ch_4":149.53846,"convex_hull_area_ratio_ch_1":1.19863,"convex_hull_perim_ratio_ch_1":0.92526,"diff_inten_density_ch_1":104.41633,"diff_inten_density_ch_3":20.98776,"diff_inten_density_ch_4":63.32653,"entropy_inten_ch_1":7.59541,"entropy_inten_ch_3":4.90577,"entropy_inten_ch_4":6.26767,"eq_circ_diam_ch_1":19.08779,"eq_ellipse_lwr_ch_1":3.42976,"eq_ellipse_oblate_vol_ch_1":683.2784,"eq_ellipse_prolate_vol_ch_1":199.22019,"eq_sphere_area_ch_1":1144.61905,"eq_sphere_vol_ch_1":3641.37383,"fiber_align_2_ch_3":1.14783,"fiber_align_2_ch_4":1.07783,"fiber_length_ch_1":37.85253,"fiber_width_ch_1":8.08586,"inten_cooc_asm_ch_3":0.10463,"inten_cooc_asm_ch_4":0.05374,"inten_cooc_contrast_ch_3":3.6492,"inten_cooc_contrast_ch_4":3.83417,"inten_cooc_entropy_ch_3":5.26835,"inten_cooc_entropy_ch_4":5.9383,"inten_cooc_max_ch_3":0.31727,"inten_cooc_max_ch_4":0.22088,"kurt_inten_ch_1":-0.80931,"kurt_inten_ch_3":0.17965,"kurt_inten_ch_4":-1.35337,"length_ch_1":36.95468,"neighbor_avg_dist_ch_1":244.50557,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":112.56853,"perim_ch_1":91.87678,"shape_bfr_ch_1":0.62515,"shape_lwr_ch_1":2.98348,"shape_p_2_a_ch_1":2.19471,"skew_inten_ch_1":0.40097,"skew_inten_ch_3":1.09201,"skew_inten_ch_4":0.11654,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":67460,"total_inten_ch_2":51798,"total_inten_ch_3":7831,"total_inten_ch_4":40824,"var_inten_ch_1":143.48404,"var_inten_ch_3":34.63207,"var_inten_ch_4":121.89282,"width_ch_1":12.38644}
{"case":"Train","class":"WS","angle_ch_1":100.58353,"area_ch_1":168,"avg_inten_ch_1":157.10559,"avg_inten_ch_2":455.49068,"avg_inten_ch_3":62.42857,"avg_inten_ch_4":258.07453,"convex_hull_area_ratio_ch_1":1.01198,"convex_hull_perim_ratio_ch_1":0.98758,"diff_inten_density_ch_1":64.61905,"diff_inten_density_ch_3":57.18367,"diff_inten_density_ch_4":151.43537,"entropy_inten_ch_1":6.67229,"entropy_inten_ch_3":5.49123,"entropy_inten_ch_4":6.84142,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.35667,"eq_ellipse_oblate_vol_ch_1":194.62428,"eq_ellipse_prolate_vol_ch_1":143.45765,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.47152,"fiber_align_2_ch_4":1.7831,"fiber_length_ch_1":12.53413,"fiber_width_ch_1":12.53413,"inten_cooc_asm_ch_3":0.04207,"inten_cooc_asm_ch_4":0.01062,"inten_cooc_contrast_ch_3":7.46816,"inten_cooc_contrast_ch_4":13.28392,"inten_cooc_entropy_ch_3":5.91804,"inten_cooc_entropy_ch_4":6.87937,"inten_cooc_max_ch_3":0.18792,"inten_cooc_max_ch_4":0.04027,"kurt_inten_ch_1":-0.29508,"kurt_inten_ch_3":4.08919,"kurt_inten_ch_4":-0.87338,"length_ch_1":17.41858,"neighbor_avg_dist_ch_1":235.66706,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":127.48678,"perim_ch_1":50.13653,"shape_bfr_ch_1":0.73369,"shape_lwr_ch_1":1.31909,"shape_p_2_a_ch_1":1.14272,"skew_inten_ch_1":-0.5137,"skew_inten_ch_3":2.07593,"skew_inten_ch_4":-0.06273,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":25294,"total_inten_ch_2":73174,"total_inten_ch_3":10051,"total_inten_ch_4":41550,"var_inten_ch_1":63.30157,"var_inten_ch_3":86.65113,"var_inten_ch_4":151.51174,"width_ch_1":13.20496}
{"case":"Train","class":"PS","angle_ch_1":112.44575,"area_ch_1":163,"avg_inten_ch_1":59.58974,"avg_inten_ch_2":1,"avg_inten_ch_3":149.08974,"avg_inten_ch_4":8.4359,"convex_hull_area_ratio_ch_1":1.37407,"convex_hull_perim_ratio_ch_1":0.93514,"diff_inten_density_ch_1":60.16729,"diff_inten_density_ch_3":135.79554,"diff_inten_density_ch_4":13.43123,"entropy_inten_ch_1":6.40618,"entropy_inten_ch_3":6.88143,"entropy_inten_ch_4":1.85702,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":3.88382,"eq_ellipse_oblate_vol_ch_1":314.07836,"eq_ellipse_prolate_vol_ch_1":80.86841,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.73283,"fiber_align_2_ch_4":1.63323,"fiber_length_ch_1":30.93011,"fiber_width_ch_1":5.68485,"inten_cooc_asm_ch_3":0.00758,"inten_cooc_asm_ch_4":0.52429,"inten_cooc_contrast_ch_3":21.29153,"inten_cooc_contrast_ch_4":1.02032,"inten_cooc_entropy_ch_3":7.22712,"inten_cooc_entropy_ch_4":2.07271,"inten_cooc_max_ch_3":0.01786,"inten_cooc_max_ch_4":0.72857,"kurt_inten_ch_1":-0.13171,"kurt_inten_ch_3":-0.4572,"kurt_inten_ch_4":9.77527,"length_ch_1":29.45767,"neighbor_avg_dist_ch_1":231.48437,"neighbor_min_dist_ch_1":45.15221,"neighbor_var_dist_ch_1":108.17978,"perim_ch_1":73.22993,"shape_bfr_ch_1":0.55635,"shape_lwr_ch_1":2.95245,"shape_p_2_a_ch_1":2.42697,"skew_inten_ch_1":0.6867,"skew_inten_ch_3":0.66113,"skew_inten_ch_4":2.99084,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":9296,"total_inten_ch_2":1,"total_inten_ch_3":23258,"total_inten_ch_4":1316,"var_inten_ch_1":43.59368,"var_inten_ch_3":107.44136,"var_inten_ch_4":20.43476,"width_ch_1":9.97737}
{"case":"Test","class":"PS","angle_ch_1":74.05858,"area_ch_1":1969,"avg_inten_ch_1":23.24588,"avg_inten_ch_2":22.58861,"avg_inten_ch_3":24.30069,"avg_inten_ch_4":15.40021,"convex_hull_area_ratio_ch_1":1.6688,"convex_hull_perim_ratio_ch_1":0.61081,"diff_inten_density_ch_1":38.59294,"diff_inten_density_ch_3":27.77996,"diff_inten_density_ch_4":21.03587,"entropy_inten_ch_1":5.70019,"entropy_inten_ch_3":5.56886,"entropy_inten_ch_4":4.94605,"eq_circ_diam_ch_1":50.07692,"eq_ellipse_lwr_ch_1":3.07843,"eq_ellipse_oblate_vol_ch_1":11688.96466,"eq_ellipse_prolate_vol_ch_1":3797.05944,"eq_sphere_area_ch_1":7878.16553,"eq_sphere_vol_ch_1":65752.37828,"fiber_align_2_ch_3":1.08579,"fiber_align_2_ch_4":1.34279,"fiber_length_ch_1":185.06957,"fiber_width_ch_1":11.07261,"inten_cooc_asm_ch_3":0.02138,"inten_cooc_asm_ch_4":0.02947,"inten_cooc_contrast_ch_3":16.39767,"inten_cooc_contrast_ch_4":18.75021,"inten_cooc_entropy_ch_3":7.03326,"inten_cooc_entropy_ch_4":6.93369,"inten_cooc_max_ch_3":0.12472,"inten_cooc_max_ch_4":0.15661,"kurt_inten_ch_1":0.46619,"kurt_inten_ch_3":0.93456,"kurt_inten_ch_4":-0.05216,"length_ch_1":97.31633,"neighbor_avg_dist_ch_1":269.32121,"neighbor_min_dist_ch_1":41.00354,"neighbor_var_dist_ch_1":124.1329,"perim_ch_1":392.28436,"shape_bfr_ch_1":0.44418,"shape_lwr_ch_1":2.1358,"shape_p_2_a_ch_1":5.97592,"skew_inten_ch_1":0.83188,"skew_inten_ch_3":1.22351,"skew_inten_ch_4":0.85706,"spot_fiber_count_ch_3":16,"spot_fiber_count_ch_4":50,"total_inten_ch_1":43679,"total_inten_ch_2":40566,"total_inten_ch_3":45661,"total_inten_ch_4":28937,"var_inten_ch_1":19.44945,"var_inten_ch_3":26.08933,"var_inten_ch_4":15.29889,"width_ch_1":45.56426}
{"case":"Train","class":"PS","angle_ch_1":90.82372,"area_ch_1":201,"avg_inten_ch_1":86.60938,"avg_inten_ch_2":96.15625,"avg_inten_ch_3":71.75,"avg_inten_ch_4":58.25,"convex_hull_area_ratio_ch_1":1.00765,"convex_hull_perim_ratio_ch_1":0.9965,"diff_inten_density_ch_1":60.21037,"diff_inten_density_ch_3":53.58213,"diff_inten_density_ch_4":35.87032,"entropy_inten_ch_1":6.69469,"entropy_inten_ch_3":4.1462,"entropy_inten_ch_4":5.7616,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":4.05821,"eq_ellipse_oblate_vol_ch_1":438.37005,"eq_ellipse_prolate_vol_ch_1":108.02043,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.39188,"fiber_align_2_ch_4":1.51214,"fiber_length_ch_1":28.19562,"fiber_width_ch_1":7.2864,"inten_cooc_asm_ch_3":0.23427,"inten_cooc_asm_ch_4":0.0426,"inten_cooc_contrast_ch_3":2.07409,"inten_cooc_contrast_ch_4":5.45776,"inten_cooc_entropy_ch_3":4.02992,"inten_cooc_entropy_ch_4":6.13935,"inten_cooc_max_ch_3":0.48108,"inten_cooc_max_ch_4":0.19136,"kurt_inten_ch_1":-0.4593,"kurt_inten_ch_3":1.72717,"kurt_inten_ch_4":-1.19271,"length_ch_1":30.76999,"neighbor_avg_dist_ch_1":196.44619,"neighbor_min_dist_ch_1":12.45518,"neighbor_var_dist_ch_1":89.07044,"perim_ch_1":70.96403,"shape_bfr_ch_1":0.86815,"shape_lwr_ch_1":4.08421,"shape_p_2_a_ch_1":1.95061,"skew_inten_ch_1":0.23146,"skew_inten_ch_3":1.55028,"skew_inten_ch_4":0.36877,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":16629,"total_inten_ch_2":18271,"total_inten_ch_3":13776,"total_inten_ch_4":11184,"var_inten_ch_1":42.74986,"var_inten_ch_3":103.85642,"var_inten_ch_4":50.99438,"width_ch_1":7.53389}
{"case":"Test","class":"PS","angle_ch_1":130.25039,"area_ch_1":193,"avg_inten_ch_1":163.87568,"avg_inten_ch_2":282.08108,"avg_inten_ch_3":377.95135,"avg_inten_ch_4":325.1027,"convex_hull_area_ratio_ch_1":1.10479,"convex_hull_perim_ratio_ch_1":0.94885,"diff_inten_density_ch_1":126.97612,"diff_inten_density_ch_3":257.60896,"diff_inten_density_ch_4":269.7403,"entropy_inten_ch_1":7.05284,"entropy_inten_ch_3":7.2481,"entropy_inten_ch_4":6.48287,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":1.37921,"eq_ellipse_oblate_vol_ch_1":241.70974,"eq_ellipse_prolate_vol_ch_1":175.25247,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.74663,"fiber_align_2_ch_4":1.34419,"fiber_length_ch_1":20.77177,"fiber_width_ch_1":9.75179,"inten_cooc_asm_ch_3":0.00902,"inten_cooc_asm_ch_4":0.02104,"inten_cooc_contrast_ch_3":9.61268,"inten_cooc_contrast_ch_4":8.93539,"inten_cooc_entropy_ch_3":7.05644,"inten_cooc_entropy_ch_4":6.62618,"inten_cooc_max_ch_3":0.0241,"inten_cooc_max_ch_4":0.13018,"kurt_inten_ch_1":1.07786,"kurt_inten_ch_3":1.53296,"kurt_inten_ch_4":0.5401,"length_ch_1":21.22196,"neighbor_avg_dist_ch_1":179.67453,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":66.11213,"perim_ch_1":61.04712,"shape_bfr_ch_1":0.58237,"shape_lwr_ch_1":1.35257,"shape_p_2_a_ch_1":1.46406,"skew_inten_ch_1":1.13974,"skew_inten_ch_3":1.28245,"skew_inten_ch_4":1.11512,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":30317,"total_inten_ch_2":52001,"total_inten_ch_3":69921,"total_inten_ch_4":60144,"var_inten_ch_1":129.999,"var_inten_ch_3":311.25968,"var_inten_ch_4":328.82637,"width_ch_1":15.69008}
{"case":"Train","class":"PS","angle_ch_1":5.1418,"area_ch_1":243,"avg_inten_ch_1":43.96983,"avg_inten_ch_2":6.03017,"avg_inten_ch_3":4.80603,"avg_inten_ch_4":2.86638,"convex_hull_area_ratio_ch_1":1.46667,"convex_hull_perim_ratio_ch_1":0.86561,"diff_inten_density_ch_1":50.46535,"diff_inten_density_ch_3":11.4604,"diff_inten_density_ch_4":8.42574,"entropy_inten_ch_1":6.29296,"entropy_inten_ch_3":2.88797,"entropy_inten_ch_4":2.8077,"eq_circ_diam_ch_1":17.59617,"eq_ellipse_lwr_ch_1":4.43335,"eq_ellipse_oblate_vol_ch_1":608.5823,"eq_ellipse_prolate_vol_ch_1":137.27383,"eq_sphere_area_ch_1":972.71655,"eq_sphere_vol_ch_1":2852.68142,"fiber_align_2_ch_3":1.02384,"fiber_align_2_ch_4":1,"fiber_length_ch_1":44.90798,"fiber_width_ch_1":5.77684,"inten_cooc_asm_ch_3":0.10756,"inten_cooc_asm_ch_4":0.06874,"inten_cooc_contrast_ch_3":14.60999,"inten_cooc_contrast_ch_4":20.16626,"inten_cooc_entropy_ch_3":4.80176,"inten_cooc_entropy_ch_4":5.08516,"inten_cooc_max_ch_3":0.30769,"inten_cooc_max_ch_4":0.23469,"kurt_inten_ch_1":-0.02589,"kurt_inten_ch_3":41.81851,"kurt_inten_ch_4":0.76923,"length_ch_1":37.44287,"neighbor_avg_dist_ch_1":255.68819,"neighbor_min_dist_ch_1":52.46462,"neighbor_var_dist_ch_1":102.37091,"perim_ch_1":101.36963,"shape_bfr_ch_1":0.52727,"shape_lwr_ch_1":3.03978,"shape_p_2_a_ch_1":3.15203,"skew_inten_ch_1":0.84639,"skew_inten_ch_3":5.99031,"skew_inten_ch_4":1.24966,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10201,"total_inten_ch_2":1168,"total_inten_ch_3":1115,"total_inten_ch_4":665,"var_inten_ch_1":34.30145,"var_inten_ch_3":13.93524,"var_inten_ch_4":3.74676,"width_ch_1":12.31764}
{"case":"Test","class":"PS","angle_ch_1":9.14827,"area_ch_1":232,"avg_inten_ch_1":76.32883,"avg_inten_ch_2":209.7973,"avg_inten_ch_3":24.2027,"avg_inten_ch_4":26.5045,"convex_hull_area_ratio_ch_1":1.11111,"convex_hull_perim_ratio_ch_1":0.91382,"diff_inten_density_ch_1":58.79208,"diff_inten_density_ch_3":31.82673,"diff_inten_density_ch_4":24.82673,"entropy_inten_ch_1":6.76256,"entropy_inten_ch_3":4.69975,"entropy_inten_ch_4":2.02272,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":1.80646,"eq_ellipse_oblate_vol_ch_1":363.63421,"eq_ellipse_prolate_vol_ch_1":201.29699,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.48902,"fiber_align_2_ch_4":1.81218,"fiber_length_ch_1":25.04301,"fiber_width_ch_1":9.7,"inten_cooc_asm_ch_3":0.07579,"inten_cooc_asm_ch_4":0.58147,"inten_cooc_contrast_ch_3":10.6935,"inten_cooc_contrast_ch_4":0.5485,"inten_cooc_entropy_ch_3":5.66114,"inten_cooc_entropy_ch_4":1.76706,"inten_cooc_max_ch_3":0.26341,"inten_cooc_max_ch_4":0.77073,"kurt_inten_ch_1":-0.82655,"kurt_inten_ch_3":1.43452,"kurt_inten_ch_4":6.55765,"length_ch_1":23.01705,"neighbor_avg_dist_ch_1":172.70134,"neighbor_min_dist_ch_1":26.61905,"neighbor_var_dist_ch_1":81.32508,"perim_ch_1":69.48601,"shape_bfr_ch_1":0.73487,"shape_lwr_ch_1":1.67309,"shape_p_2_a_ch_1":1.5817,"skew_inten_ch_1":0.33953,"skew_inten_ch_3":1.38587,"skew_inten_ch_4":2.77037,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":16945,"total_inten_ch_2":46354,"total_inten_ch_3":5373,"total_inten_ch_4":5884,"var_inten_ch_1":47.88693,"var_inten_ch_3":29.81489,"var_inten_ch_4":68.98333,"width_ch_1":13.7572}
{"case":"Test","class":"PS","angle_ch_1":141.05838,"area_ch_1":248,"avg_inten_ch_1":50.29114,"avg_inten_ch_2":4.31646,"avg_inten_ch_3":116.52321,"avg_inten_ch_4":10.74684,"convex_hull_area_ratio_ch_1":1.06131,"convex_hull_perim_ratio_ch_1":0.94577,"diff_inten_density_ch_1":44.15935,"diff_inten_density_ch_3":62.33949,"diff_inten_density_ch_4":13.73903,"entropy_inten_ch_1":6.2679,"entropy_inten_ch_3":6.93865,"entropy_inten_ch_4":4.12842,"eq_circ_diam_ch_1":17.78478,"eq_ellipse_lwr_ch_1":1.53907,"eq_ellipse_oblate_vol_ch_1":370.23115,"eq_ellipse_prolate_vol_ch_1":240.55544,"eq_sphere_area_ch_1":993.68027,"eq_sphere_vol_ch_1":2945.39683,"fiber_align_2_ch_3":1.85905,"fiber_align_2_ch_4":1.17406,"fiber_length_ch_1":23.44721,"fiber_width_ch_1":11.12014,"inten_cooc_asm_ch_3":0.00692,"inten_cooc_asm_ch_4":0.0756,"inten_cooc_contrast_ch_3":17.73622,"inten_cooc_contrast_ch_4":11.35443,"inten_cooc_entropy_ch_3":7.43955,"inten_cooc_entropy_ch_4":5.83341,"inten_cooc_max_ch_3":0.01852,"inten_cooc_max_ch_4":0.26728,"kurt_inten_ch_1":-0.14234,"kurt_inten_ch_3":0.03062,"kurt_inten_ch_4":-0.11723,"length_ch_1":24.93501,"neighbor_avg_dist_ch_1":213.20954,"neighbor_min_dist_ch_1":21.37777,"neighbor_var_dist_ch_1":121.57654,"perim_ch_1":69.1347,"shape_bfr_ch_1":0.62429,"shape_lwr_ch_1":1.56251,"shape_p_2_a_ch_1":1.45874,"skew_inten_ch_1":0.41855,"skew_inten_ch_3":0.44763,"skew_inten_ch_4":0.99559,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":11919,"total_inten_ch_2":787,"total_inten_ch_3":27616,"total_inten_ch_4":2547,"var_inten_ch_1":27.02889,"var_inten_ch_3":58.09926,"var_inten_ch_4":12.36553,"width_ch_1":15.95835}
{"case":"Test","class":"PS","angle_ch_1":97.91241,"area_ch_1":170,"avg_inten_ch_1":72.15951,"avg_inten_ch_2":119.69939,"avg_inten_ch_3":156.58282,"avg_inten_ch_4":214.39877,"convex_hull_area_ratio_ch_1":1.3526,"convex_hull_perim_ratio_ch_1":0.84697,"diff_inten_density_ch_1":74.19718,"diff_inten_density_ch_3":125.57042,"diff_inten_density_ch_4":127.47183,"entropy_inten_ch_1":6.44128,"entropy_inten_ch_3":6.82714,"entropy_inten_ch_4":6.37347,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":2.18804,"eq_ellipse_oblate_vol_ch_1":251.78551,"eq_ellipse_prolate_vol_ch_1":115.07346,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.02333,"fiber_align_2_ch_4":1.30529,"fiber_length_ch_1":30.29256,"fiber_width_ch_1":5.98616,"inten_cooc_asm_ch_3":0.00889,"inten_cooc_asm_ch_4":0.01478,"inten_cooc_contrast_ch_3":12.89603,"inten_cooc_contrast_ch_4":6.77524,"inten_cooc_entropy_ch_3":7.02135,"inten_cooc_entropy_ch_4":6.5941,"inten_cooc_max_ch_3":0.01799,"inten_cooc_max_ch_4":0.07194,"kurt_inten_ch_1":1.54541,"kurt_inten_ch_3":2.30794,"kurt_inten_ch_4":-1.32194,"length_ch_1":23.01406,"neighbor_avg_dist_ch_1":258.66571,"neighbor_min_dist_ch_1":26.2423,"neighbor_var_dist_ch_1":128.88511,"perim_ch_1":72.55744,"shape_bfr_ch_1":0.55136,"shape_lwr_ch_1":1.70922,"shape_p_2_a_ch_1":2.31029,"skew_inten_ch_1":1.22412,"skew_inten_ch_3":1.44993,"skew_inten_ch_4":0.28602,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11762,"total_inten_ch_2":19349,"total_inten_ch_3":25523,"total_inten_ch_4":34947,"var_inten_ch_1":58.26962,"var_inten_ch_3":132.0695,"var_inten_ch_4":171.24698,"width_ch_1":13.46469}
{"case":"Test","class":"PS","angle_ch_1":99.06523,"area_ch_1":401,"avg_inten_ch_1":28.32637,"avg_inten_ch_2":3.09138,"avg_inten_ch_3":62.42559,"avg_inten_ch_4":35.1436,"convex_hull_area_ratio_ch_1":1.70956,"convex_hull_perim_ratio_ch_1":0.74924,"diff_inten_density_ch_1":39.11454,"diff_inten_density_ch_3":45.26725,"diff_inten_density_ch_4":29.86637,"entropy_inten_ch_1":5.88921,"entropy_inten_ch_3":6.73085,"entropy_inten_ch_4":5.28822,"eq_circ_diam_ch_1":22.6086,"eq_ellipse_lwr_ch_1":1.7487,"eq_ellipse_oblate_vol_ch_1":810.73242,"eq_ellipse_prolate_vol_ch_1":463.6197,"eq_sphere_area_ch_1":1605.82086,"eq_sphere_vol_ch_1":6050.89277,"fiber_align_2_ch_3":1.46502,"fiber_align_2_ch_4":1.23746,"fiber_length_ch_1":64.69625,"fiber_width_ch_1":6.61027,"inten_cooc_asm_ch_3":0.00532,"inten_cooc_asm_ch_4":0.06441,"inten_cooc_contrast_ch_3":21.74345,"inten_cooc_contrast_ch_4":5.54892,"inten_cooc_entropy_ch_3":7.79901,"inten_cooc_entropy_ch_4":5.78019,"inten_cooc_max_ch_3":0.01744,"inten_cooc_max_ch_4":0.25,"kurt_inten_ch_1":0.00942,"kurt_inten_ch_3":0.71714,"kurt_inten_ch_4":0.79313,"length_ch_1":42.05397,"neighbor_avg_dist_ch_1":177.43404,"neighbor_min_dist_ch_1":29.54892,"neighbor_var_dist_ch_1":90.58251,"perim_ch_1":142.61305,"shape_bfr_ch_1":0.38011,"shape_lwr_ch_1":1.67451,"shape_p_2_a_ch_1":3.78449,"skew_inten_ch_1":0.6165,"skew_inten_ch_3":0.79734,"skew_inten_ch_4":1.26268,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":10849,"total_inten_ch_2":802,"total_inten_ch_3":23909,"total_inten_ch_4":13460,"var_inten_ch_1":19.80995,"var_inten_ch_3":35.94003,"var_inten_ch_4":41.9657,"width_ch_1":25.11423}
{"case":"Test","class":"WS","angle_ch_1":3.63093,"area_ch_1":473,"avg_inten_ch_1":21.09956,"avg_inten_ch_2":157.13053,"avg_inten_ch_3":7.49115,"avg_inten_ch_4":97.03982,"convex_hull_area_ratio_ch_1":1.1368,"convex_hull_perim_ratio_ch_1":0.85084,"diff_inten_density_ch_1":37.07151,"diff_inten_density_ch_3":10.89511,"diff_inten_density_ch_4":56.40882,"entropy_inten_ch_1":5.52468,"entropy_inten_ch_3":3.81574,"entropy_inten_ch_4":6.38043,"eq_circ_diam_ch_1":24.56085,"eq_ellipse_lwr_ch_1":1.45845,"eq_ellipse_oblate_vol_ch_1":949.23905,"eq_ellipse_prolate_vol_ch_1":650.85285,"eq_sphere_area_ch_1":1895.12018,"eq_sphere_vol_ch_1":7757.62796,"fiber_align_2_ch_3":1.44139,"fiber_align_2_ch_4":1.37603,"fiber_length_ch_1":40.46854,"fiber_width_ch_1":12.21244,"inten_cooc_asm_ch_3":0.10337,"inten_cooc_asm_ch_4":0.04536,"inten_cooc_contrast_ch_3":11.28075,"inten_cooc_contrast_ch_4":8.60906,"inten_cooc_entropy_ch_3":5.50875,"inten_cooc_entropy_ch_4":6.46309,"inten_cooc_max_ch_3":0.31116,"inten_cooc_max_ch_4":0.20428,"kurt_inten_ch_1":0.02295,"kurt_inten_ch_3":1.51532,"kurt_inten_ch_4":-0.10972,"length_ch_1":32.82582,"neighbor_avg_dist_ch_1":227.18359,"neighbor_min_dist_ch_1":28.95771,"neighbor_var_dist_ch_1":130.94151,"perim_ch_1":105.36197,"shape_bfr_ch_1":0.63476,"shape_lwr_ch_1":1.44366,"shape_p_2_a_ch_1":1.78746,"skew_inten_ch_1":0.72617,"skew_inten_ch_3":1.35178,"skew_inten_ch_4":0.49624,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":9537,"total_inten_ch_2":70572,"total_inten_ch_3":3386,"total_inten_ch_4":43862,"var_inten_ch_1":17.18294,"var_inten_ch_3":9.53463,"var_inten_ch_4":78.10189,"width_ch_1":22.73795}
{"case":"Test","class":"WS","angle_ch_1":43.68718,"area_ch_1":216,"avg_inten_ch_1":128.56522,"avg_inten_ch_2":372.25604,"avg_inten_ch_3":29.22222,"avg_inten_ch_4":136.28986,"convex_hull_area_ratio_ch_1":1.02771,"convex_hull_perim_ratio_ch_1":0.97234,"diff_inten_density_ch_1":62.70526,"diff_inten_density_ch_3":33.22632,"diff_inten_density_ch_4":74.66842,"entropy_inten_ch_1":6.86347,"entropy_inten_ch_3":4.95804,"entropy_inten_ch_4":5.65525,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":1.2817,"eq_ellipse_oblate_vol_ch_1":275.78461,"eq_ellipse_prolate_vol_ch_1":215.17118,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.33231,"fiber_align_2_ch_4":1.73551,"fiber_length_ch_1":14.55603,"fiber_width_ch_1":14.55603,"inten_cooc_asm_ch_3":0.06688,"inten_cooc_asm_ch_4":0.08039,"inten_cooc_contrast_ch_3":9.17632,"inten_cooc_contrast_ch_4":4.85,"inten_cooc_entropy_ch_3":5.86035,"inten_cooc_entropy_ch_4":5.59017,"inten_cooc_max_ch_3":0.24737,"inten_cooc_max_ch_4":0.27368,"kurt_inten_ch_1":-0.85105,"kurt_inten_ch_3":9.94931,"kurt_inten_ch_4":-1.20563,"length_ch_1":19.62425,"neighbor_avg_dist_ch_1":202.31801,"neighbor_min_dist_ch_1":21.76649,"neighbor_var_dist_ch_1":86.59909,"perim_ch_1":58.22411,"shape_bfr_ch_1":0.69151,"shape_lwr_ch_1":1.22737,"shape_p_2_a_ch_1":1.18877,"skew_inten_ch_1":-0.35852,"skew_inten_ch_3":2.87104,"skew_inten_ch_4":0.30155,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":26613,"total_inten_ch_2":76851,"total_inten_ch_3":6049,"total_inten_ch_4":28212,"var_inten_ch_1":55.89988,"var_inten_ch_3":42.71475,"var_inten_ch_4":123.10968,"width_ch_1":15.9889}
{"case":"Train","class":"PS","angle_ch_1":1.54742,"area_ch_1":257,"avg_inten_ch_1":66.09756,"avg_inten_ch_2":4.55285,"avg_inten_ch_3":130.10163,"avg_inten_ch_4":2.06098,"convex_hull_area_ratio_ch_1":1.23254,"convex_hull_perim_ratio_ch_1":0.85537,"diff_inten_density_ch_1":90.30876,"diff_inten_density_ch_3":173.84793,"diff_inten_density_ch_4":6.59447,"entropy_inten_ch_1":6.67618,"entropy_inten_ch_3":6.63902,"entropy_inten_ch_4":2.60315,"eq_circ_diam_ch_1":18.11932,"eq_ellipse_lwr_ch_1":4.0003,"eq_ellipse_oblate_vol_ch_1":631.20526,"eq_ellipse_prolate_vol_ch_1":157.78939,"eq_sphere_area_ch_1":1031.41497,"eq_sphere_vol_ch_1":3114.75546,"fiber_align_2_ch_3":1.49895,"fiber_align_2_ch_4":1,"fiber_length_ch_1":42.74238,"fiber_width_ch_1":6.40672,"inten_cooc_asm_ch_3":0.01187,"inten_cooc_asm_ch_4":0.07791,"inten_cooc_contrast_ch_3":16.51076,"inten_cooc_contrast_ch_4":12.71017,"inten_cooc_entropy_ch_3":7.1043,"inten_cooc_entropy_ch_4":4.87622,"inten_cooc_max_ch_3":0.07623,"inten_cooc_max_ch_4":0.25561,"kurt_inten_ch_1":1.84357,"kurt_inten_ch_3":1.8086,"kurt_inten_ch_4":1.00176,"length_ch_1":34.87977,"neighbor_avg_dist_ch_1":194.0292,"neighbor_min_dist_ch_1":46.1737,"neighbor_var_dist_ch_1":83.80602,"perim_ch_1":98.2982,"shape_bfr_ch_1":0.68356,"shape_lwr_ch_1":3.22514,"shape_p_2_a_ch_1":2.80792,"skew_inten_ch_1":1.42903,"skew_inten_ch_3":1.4177,"skew_inten_ch_4":1.28652,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":16260,"total_inten_ch_2":875,"total_inten_ch_3":32005,"total_inten_ch_4":507,"var_inten_ch_1":64.58075,"var_inten_ch_3":141.52406,"var_inten_ch_4":2.6794,"width_ch_1":10.81495}
{"case":"Train","class":"WS","angle_ch_1":170.48697,"area_ch_1":542,"avg_inten_ch_1":160.29537,"avg_inten_ch_2":135.07722,"avg_inten_ch_3":52.39189,"avg_inten_ch_4":174.69884,"convex_hull_area_ratio_ch_1":1.02736,"convex_hull_perim_ratio_ch_1":0.95457,"diff_inten_density_ch_1":75.79349,"diff_inten_density_ch_3":58.81689,"diff_inten_density_ch_4":87.29908,"entropy_inten_ch_1":7.51723,"entropy_inten_ch_3":5.64749,"entropy_inten_ch_4":6.48416,"eq_circ_diam_ch_1":26.29294,"eq_ellipse_lwr_ch_1":1.27874,"eq_ellipse_oblate_vol_ch_1":1090.45601,"eq_ellipse_prolate_vol_ch_1":852.75491,"eq_sphere_area_ch_1":2171.84127,"eq_sphere_vol_ch_1":9517.34769,"fiber_align_2_ch_3":1.36868,"fiber_align_2_ch_4":1.43347,"fiber_length_ch_1":23.17058,"fiber_width_ch_1":23.17058,"inten_cooc_asm_ch_3":0.07052,"inten_cooc_asm_ch_4":0.06447,"inten_cooc_contrast_ch_3":10.9313,"inten_cooc_contrast_ch_4":6.22064,"inten_cooc_entropy_ch_3":6.07277,"inten_cooc_entropy_ch_4":6.08758,"inten_cooc_max_ch_3":0.25714,"inten_cooc_max_ch_4":0.24341,"kurt_inten_ch_1":0.03209,"kurt_inten_ch_3":1.42454,"kurt_inten_ch_4":-1.45161,"length_ch_1":29.28769,"neighbor_avg_dist_ch_1":175.99645,"neighbor_min_dist_ch_1":60.82842,"neighbor_var_dist_ch_1":86.85658,"perim_ch_1":92.68231,"shape_bfr_ch_1":0.78662,"shape_lwr_ch_1":1.2427,"shape_p_2_a_ch_1":1.23046,"skew_inten_ch_1":-0.14419,"skew_inten_ch_3":1.35086,"skew_inten_ch_4":0.0735,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":83033,"total_inten_ch_2":69453,"total_inten_ch_3":27139,"total_inten_ch_4":90494,"var_inten_ch_1":65.3192,"var_inten_ch_3":62.60761,"var_inten_ch_4":145.15942,"width_ch_1":23.56772}
{"case":"Train","class":"PS","angle_ch_1":102.86452,"area_ch_1":283,"avg_inten_ch_1":32.41111,"avg_inten_ch_2":212.5037,"avg_inten_ch_3":47.67037,"avg_inten_ch_4":152.21481,"convex_hull_area_ratio_ch_1":1.14186,"convex_hull_perim_ratio_ch_1":0.90561,"diff_inten_density_ch_1":40.82556,"diff_inten_density_ch_3":43.43813,"diff_inten_density_ch_4":101.47059,"entropy_inten_ch_1":5.98405,"entropy_inten_ch_3":6.3777,"entropy_inten_ch_4":7.12822,"eq_circ_diam_ch_1":18.98262,"eq_ellipse_lwr_ch_1":1.3863,"eq_ellipse_oblate_vol_ch_1":427.26404,"eq_ellipse_prolate_vol_ch_1":308.20384,"eq_sphere_area_ch_1":1132.04082,"eq_sphere_vol_ch_1":3581.51638,"fiber_align_2_ch_3":1.48343,"fiber_align_2_ch_4":1.82563,"fiber_length_ch_1":28.21798,"fiber_width_ch_1":10.60519,"inten_cooc_asm_ch_3":0.00643,"inten_cooc_asm_ch_4":0.00803,"inten_cooc_contrast_ch_3":21.48011,"inten_cooc_contrast_ch_4":15.69042,"inten_cooc_entropy_ch_3":7.61751,"inten_cooc_entropy_ch_4":7.36456,"inten_cooc_max_ch_3":0.03279,"inten_cooc_max_ch_4":0.04098,"kurt_inten_ch_1":0.13967,"kurt_inten_ch_3":1.01055,"kurt_inten_ch_4":-0.57737,"length_ch_1":27.54652,"neighbor_avg_dist_ch_1":193.68373,"neighbor_min_dist_ch_1":21.08153,"neighbor_var_dist_ch_1":73.5061,"perim_ch_1":77.64635,"shape_bfr_ch_1":0.51916,"shape_lwr_ch_1":1.39197,"shape_p_2_a_ch_1":1.60319,"skew_inten_ch_1":0.55259,"skew_inten_ch_3":0.95823,"skew_inten_ch_4":0.26125,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8751,"total_inten_ch_2":57107,"total_inten_ch_3":12871,"total_inten_ch_4":41098,"var_inten_ch_1":20.71244,"var_inten_ch_3":34.82866,"var_inten_ch_4":94.72845,"width_ch_1":19.78958}
{"case":"Test","class":"WS","angle_ch_1":29.52063,"area_ch_1":270,"avg_inten_ch_1":27.43023,"avg_inten_ch_2":232.5969,"avg_inten_ch_3":13.46512,"avg_inten_ch_4":79.67054,"convex_hull_area_ratio_ch_1":1.16088,"convex_hull_perim_ratio_ch_1":0.83044,"diff_inten_density_ch_1":37.55484,"diff_inten_density_ch_3":14.64301,"diff_inten_density_ch_4":56.92688,"entropy_inten_ch_1":5.8596,"entropy_inten_ch_3":3.95102,"entropy_inten_ch_4":5.47555,"eq_circ_diam_ch_1":18.55599,"eq_ellipse_lwr_ch_1":1.83016,"eq_ellipse_oblate_vol_ch_1":458.55903,"eq_ellipse_prolate_vol_ch_1":250.55725,"eq_sphere_area_ch_1":1081.72789,"eq_sphere_vol_ch_1":3345.42159,"fiber_align_2_ch_3":1.6274,"fiber_align_2_ch_4":1.65607,"fiber_length_ch_1":33.68352,"fiber_width_ch_1":8.51095,"inten_cooc_asm_ch_3":0.14285,"inten_cooc_asm_ch_4":0.10114,"inten_cooc_contrast_ch_3":5.55429,"inten_cooc_contrast_ch_4":5.22434,"inten_cooc_entropy_ch_3":4.81244,"inten_cooc_entropy_ch_4":5.39002,"inten_cooc_max_ch_3":0.37069,"inten_cooc_max_ch_4":0.31466,"kurt_inten_ch_1":-0.06291,"kurt_inten_ch_3":0.72128,"kurt_inten_ch_4":0.30601,"length_ch_1":26.66229,"neighbor_avg_dist_ch_1":220.49302,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":105.15364,"perim_ch_1":84.38894,"shape_bfr_ch_1":0.57902,"shape_lwr_ch_1":1.52206,"shape_p_2_a_ch_1":1.9768,"skew_inten_ch_1":0.60995,"skew_inten_ch_3":1.35221,"skew_inten_ch_4":1.05914,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":7077,"total_inten_ch_2":59753,"total_inten_ch_3":3474,"total_inten_ch_4":20555,"var_inten_ch_1":19.22704,"var_inten_ch_3":18.7375,"var_inten_ch_4":87.92542,"width_ch_1":17.51724}
{"case":"Test","class":"PS","angle_ch_1":109.98396,"area_ch_1":247,"avg_inten_ch_1":32.86864,"avg_inten_ch_2":122.38983,"avg_inten_ch_3":55.91949,"avg_inten_ch_4":81.54661,"convex_hull_area_ratio_ch_1":1.35992,"convex_hull_perim_ratio_ch_1":0.87026,"diff_inten_density_ch_1":44.55714,"diff_inten_density_ch_3":45.26667,"diff_inten_density_ch_4":53.0381,"entropy_inten_ch_1":5.96782,"entropy_inten_ch_3":5.51952,"entropy_inten_ch_4":5.37193,"eq_circ_diam_ch_1":17.74722,"eq_ellipse_lwr_ch_1":2.01764,"eq_ellipse_oblate_vol_ch_1":421.22275,"eq_ellipse_prolate_vol_ch_1":208.76961,"eq_sphere_area_ch_1":989.48753,"eq_sphere_vol_ch_1":2926.77475,"fiber_align_2_ch_3":1.10221,"fiber_align_2_ch_4":1.3355,"fiber_length_ch_1":36.90894,"fiber_width_ch_1":7.12111,"inten_cooc_asm_ch_3":0.05473,"inten_cooc_asm_ch_4":0.08432,"inten_cooc_contrast_ch_3":5.00263,"inten_cooc_contrast_ch_4":5.17344,"inten_cooc_entropy_ch_3":5.85132,"inten_cooc_entropy_ch_4":5.57697,"inten_cooc_max_ch_3":0.21635,"inten_cooc_max_ch_4":0.28774,"kurt_inten_ch_1":4.35704,"kurt_inten_ch_3":4.14722,"kurt_inten_ch_4":-0.81697,"length_ch_1":30.08965,"neighbor_avg_dist_ch_1":219.3298,"neighbor_min_dist_ch_1":23.54762,"neighbor_var_dist_ch_1":101.00281,"perim_ch_1":88.0601,"shape_bfr_ch_1":0.47469,"shape_lwr_ch_1":1.73736,"shape_p_2_a_ch_1":2.34783,"skew_inten_ch_1":1.92337,"skew_inten_ch_3":2.11081,"skew_inten_ch_4":0.56162,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7757,"total_inten_ch_2":28649,"total_inten_ch_3":13197,"total_inten_ch_4":19245,"var_inten_ch_1":31.18866,"var_inten_ch_3":80.40084,"var_inten_ch_4":81.18029,"width_ch_1":17.31914}
{"case":"Test","class":"PS","angle_ch_1":103.90608,"area_ch_1":169,"avg_inten_ch_1":49.50617,"avg_inten_ch_2":217.92593,"avg_inten_ch_3":33.61728,"avg_inten_ch_4":55.11728,"convex_hull_area_ratio_ch_1":1.08124,"convex_hull_perim_ratio_ch_1":0.88078,"diff_inten_density_ch_1":50.26207,"diff_inten_density_ch_3":40.21379,"diff_inten_density_ch_4":39.21379,"entropy_inten_ch_1":6.17499,"entropy_inten_ch_3":4.46362,"entropy_inten_ch_4":6.05732,"eq_circ_diam_ch_1":14.70387,"eq_ellipse_lwr_ch_1":1.35131,"eq_ellipse_oblate_vol_ch_1":196.0518,"eq_ellipse_prolate_vol_ch_1":145.08327,"eq_sphere_area_ch_1":679.22449,"eq_sphere_vol_ch_1":1664.5384,"fiber_align_2_ch_3":1.02525,"fiber_align_2_ch_4":1.43862,"fiber_length_ch_1":22.05611,"fiber_width_ch_1":8.04337,"inten_cooc_asm_ch_3":0.10536,"inten_cooc_asm_ch_4":0.01179,"inten_cooc_contrast_ch_3":7.88262,"inten_cooc_contrast_ch_4":13.63056,"inten_cooc_entropy_ch_3":5.23523,"inten_cooc_entropy_ch_4":6.98124,"inten_cooc_max_ch_3":0.31544,"inten_cooc_max_ch_4":0.07801,"kurt_inten_ch_1":3.70772,"kurt_inten_ch_3":3.73298,"kurt_inten_ch_4":0.43445,"length_ch_1":19.85687,"neighbor_avg_dist_ch_1":250.88912,"neighbor_min_dist_ch_1":15.35714,"neighbor_var_dist_ch_1":141.01881,"perim_ch_1":60.19897,"shape_bfr_ch_1":0.59443,"shape_lwr_ch_1":1.38028,"shape_p_2_a_ch_1":1.62554,"skew_inten_ch_1":1.27978,"skew_inten_ch_3":1.90557,"skew_inten_ch_4":0.54642,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8020,"total_inten_ch_2":35143,"total_inten_ch_3":5446,"total_inten_ch_4":8929,"var_inten_ch_1":31.02712,"var_inten_ch_3":46.63043,"var_inten_ch_4":40.3669,"width_ch_1":14.38616}
{"case":"Train","class":"PS","angle_ch_1":14.96582,"area_ch_1":335,"avg_inten_ch_1":203.03125,"avg_inten_ch_2":278.00625,"avg_inten_ch_3":247.22813,"avg_inten_ch_4":172.075,"convex_hull_area_ratio_ch_1":1.10677,"convex_hull_perim_ratio_ch_1":0.95046,"diff_inten_density_ch_1":113.4678,"diff_inten_density_ch_3":172.95593,"diff_inten_density_ch_4":81.94237,"entropy_inten_ch_1":7.70506,"entropy_inten_ch_3":5.26611,"entropy_inten_ch_4":6.63293,"eq_circ_diam_ch_1":20.66566,"eq_ellipse_lwr_ch_1":1.98344,"eq_ellipse_oblate_vol_ch_1":659.4112,"eq_ellipse_prolate_vol_ch_1":332.45794,"eq_sphere_area_ch_1":1341.678,"eq_sphere_vol_ch_1":4621.10954,"fiber_align_2_ch_3":1.4885,"fiber_align_2_ch_4":1.36272,"fiber_length_ch_1":32.11886,"fiber_width_ch_1":10.851,"inten_cooc_asm_ch_3":0.15122,"inten_cooc_asm_ch_4":0.0386,"inten_cooc_contrast_ch_3":2.53741,"inten_cooc_contrast_ch_4":5.5942,"inten_cooc_entropy_ch_3":4.73373,"inten_cooc_entropy_ch_4":6.24283,"inten_cooc_max_ch_3":0.38538,"inten_cooc_max_ch_4":0.17608,"kurt_inten_ch_1":0.02392,"kurt_inten_ch_3":0.80154,"kurt_inten_ch_4":-1.11968,"length_ch_1":31.85607,"neighbor_avg_dist_ch_1":228.11019,"neighbor_min_dist_ch_1":31.1884,"neighbor_var_dist_ch_1":103.56277,"perim_ch_1":85.93972,"shape_bfr_ch_1":0.55053,"shape_lwr_ch_1":1.66564,"shape_p_2_a_ch_1":1.68634,"skew_inten_ch_1":0.93615,"skew_inten_ch_3":1.3246,"skew_inten_ch_4":0.08603,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":64970,"total_inten_ch_2":88643,"total_inten_ch_3":79113,"total_inten_ch_4":55064,"var_inten_ch_1":162.32627,"var_inten_ch_3":320.01432,"var_inten_ch_4":129.6408,"width_ch_1":19.12543}
{"case":"Train","class":"WS","angle_ch_1":167.85706,"area_ch_1":220,"avg_inten_ch_1":116.26667,"avg_inten_ch_2":312.23333,"avg_inten_ch_3":15.97143,"avg_inten_ch_4":11.68571,"convex_hull_area_ratio_ch_1":1.03218,"convex_hull_perim_ratio_ch_1":0.97078,"diff_inten_density_ch_1":73.50909,"diff_inten_density_ch_3":20.63117,"diff_inten_density_ch_4":12.47013,"entropy_inten_ch_1":6.91699,"entropy_inten_ch_3":1.06993,"entropy_inten_ch_4":3.57177,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":1.88264,"eq_ellipse_oblate_vol_ch_1":341.53405,"eq_ellipse_prolate_vol_ch_1":181.4124,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.24668,"fiber_align_2_ch_4":1.5821,"fiber_length_ch_1":19.8504,"fiber_width_ch_1":11.48493,"inten_cooc_asm_ch_3":0.75027,"inten_cooc_asm_ch_4":0.22331,"inten_cooc_contrast_ch_3":0.12221,"inten_cooc_contrast_ch_4":4.72864,"inten_cooc_entropy_ch_3":1.01436,"inten_cooc_entropy_ch_4":4.26001,"inten_cooc_max_ch_3":0.86702,"inten_cooc_max_ch_4":0.47716,"kurt_inten_ch_1":-0.71476,"kurt_inten_ch_3":16.6578,"kurt_inten_ch_4":0.1055,"length_ch_1":23.9581,"neighbor_avg_dist_ch_1":289.47779,"neighbor_min_dist_ch_1":36.2839,"neighbor_var_dist_ch_1":126.94781,"perim_ch_1":62.67066,"shape_bfr_ch_1":0.64864,"shape_lwr_ch_1":1.69143,"shape_p_2_a_ch_1":1.37094,"skew_inten_ch_1":0.08004,"skew_inten_ch_3":4.02849,"skew_inten_ch_4":1.09485,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":24416,"total_inten_ch_2":65360,"total_inten_ch_3":3354,"total_inten_ch_4":2454,"var_inten_ch_1":59.55242,"var_inten_ch_3":55.15113,"var_inten_ch_4":15.45889,"width_ch_1":14.16443}
{"case":"Train","class":"PS","angle_ch_1":91.63364,"area_ch_1":196,"avg_inten_ch_1":44.53476,"avg_inten_ch_2":321.63102,"avg_inten_ch_3":9.10695,"avg_inten_ch_4":76.81818,"convex_hull_area_ratio_ch_1":1.11338,"convex_hull_perim_ratio_ch_1":0.92248,"diff_inten_density_ch_1":41.96119,"diff_inten_density_ch_3":11.12537,"diff_inten_density_ch_4":61.97313,"entropy_inten_ch_1":6.20266,"entropy_inten_ch_3":2.45981,"entropy_inten_ch_4":4.96898,"eq_circ_diam_ch_1":15.79774,"eq_ellipse_lwr_ch_1":2.47257,"eq_ellipse_oblate_vol_ch_1":328.8959,"eq_ellipse_prolate_vol_ch_1":133.01771,"eq_sphere_area_ch_1":784.04308,"eq_sphere_vol_ch_1":2064.35178,"fiber_align_2_ch_3":1.05918,"fiber_align_2_ch_4":1.76659,"fiber_length_ch_1":26.1538,"fiber_width_ch_1":7.86526,"inten_cooc_asm_ch_3":0.39336,"inten_cooc_asm_ch_4":0.12232,"inten_cooc_contrast_ch_3":1.37305,"inten_cooc_contrast_ch_4":5.3604,"inten_cooc_entropy_ch_3":2.71333,"inten_cooc_entropy_ch_4":5.12874,"inten_cooc_max_ch_3":0.62346,"inten_cooc_max_ch_4":0.34104,"kurt_inten_ch_1":-0.66642,"kurt_inten_ch_3":22.86687,"kurt_inten_ch_4":-0.86544,"length_ch_1":25.6724,"neighbor_avg_dist_ch_1":180.08363,"neighbor_min_dist_ch_1":26.57964,"neighbor_var_dist_ch_1":78.54471,"perim_ch_1":68.03813,"shape_bfr_ch_1":0.65777,"shape_lwr_ch_1":2.21169,"shape_p_2_a_ch_1":1.79079,"skew_inten_ch_1":0.355,"skew_inten_ch_3":4.38442,"skew_inten_ch_4":0.61531,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":8328,"total_inten_ch_2":59959,"total_inten_ch_3":1703,"total_inten_ch_4":14365,"var_inten_ch_1":27.99547,"var_inten_ch_3":23.78669,"var_inten_ch_4":80.76525,"width_ch_1":11.60758}
{"case":"Test","class":"WS","angle_ch_1":78.06179,"area_ch_1":228,"avg_inten_ch_1":69.30734,"avg_inten_ch_2":237.49083,"avg_inten_ch_3":62.67431,"avg_inten_ch_4":33.88991,"convex_hull_area_ratio_ch_1":1.06579,"convex_hull_perim_ratio_ch_1":0.9582,"diff_inten_density_ch_1":62.13784,"diff_inten_density_ch_3":62.3183,"diff_inten_density_ch_4":37.92231,"entropy_inten_ch_1":6.71917,"entropy_inten_ch_3":4.2697,"entropy_inten_ch_4":3.34559,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":1.4519,"eq_ellipse_oblate_vol_ch_1":317.22984,"eq_ellipse_prolate_vol_ch_1":218.49352,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.23784,"fiber_align_2_ch_4":1.50963,"fiber_length_ch_1":19.83473,"fiber_width_ch_1":12.04889,"inten_cooc_asm_ch_3":0.17366,"inten_cooc_asm_ch_4":0.32864,"inten_cooc_contrast_ch_3":3.42822,"inten_cooc_contrast_ch_4":3.07829,"inten_cooc_entropy_ch_3":4.5477,"inten_cooc_entropy_ch_4":3.38489,"inten_cooc_max_ch_3":0.42347,"inten_cooc_max_ch_4":0.57653,"kurt_inten_ch_1":0.08691,"kurt_inten_ch_3":2.0337,"kurt_inten_ch_4":2.31468,"length_ch_1":23.51912,"neighbor_avg_dist_ch_1":220.06948,"neighbor_min_dist_ch_1":33.01687,"neighbor_var_dist_ch_1":109.86632,"perim_ch_1":63.76723,"shape_bfr_ch_1":0.61212,"shape_lwr_ch_1":1.48179,"shape_p_2_a_ch_1":1.35397,"skew_inten_ch_1":0.9252,"skew_inten_ch_3":1.64339,"skew_inten_ch_4":1.70715,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":15109,"total_inten_ch_2":51556,"total_inten_ch_3":13663,"total_inten_ch_4":7388,"var_inten_ch_1":55.98216,"var_inten_ch_3":94.08843,"var_inten_ch_4":54.57515,"width_ch_1":15.87211}
{"case":"Test","class":"WS","angle_ch_1":44.68481,"area_ch_1":571,"avg_inten_ch_1":35.6055,"avg_inten_ch_2":182.7578,"avg_inten_ch_3":55.83853,"avg_inten_ch_4":159.18349,"convex_hull_area_ratio_ch_1":1.19841,"convex_hull_perim_ratio_ch_1":0.8333,"diff_inten_density_ch_1":41.85265,"diff_inten_density_ch_3":44.57957,"diff_inten_density_ch_4":74.99411,"entropy_inten_ch_1":6.20317,"entropy_inten_ch_3":5.77901,"entropy_inten_ch_4":7.41132,"eq_circ_diam_ch_1":26.96947,"eq_ellipse_lwr_ch_1":1.5902,"eq_ellipse_oblate_vol_ch_1":1312.32827,"eq_ellipse_prolate_vol_ch_1":825.25872,"eq_sphere_area_ch_1":2285.04535,"eq_sphere_vol_ch_1":10271.07852,"fiber_align_2_ch_3":1.6392,"fiber_align_2_ch_4":1.32769,"fiber_length_ch_1":47.3518,"fiber_width_ch_1":12.49585,"inten_cooc_asm_ch_3":0.0796,"inten_cooc_asm_ch_4":0.0148,"inten_cooc_contrast_ch_3":4.90951,"inten_cooc_contrast_ch_4":6.28262,"inten_cooc_entropy_ch_3":5.78271,"inten_cooc_entropy_ch_4":6.9581,"inten_cooc_max_ch_3":0.27397,"inten_cooc_max_ch_4":0.09002,"kurt_inten_ch_1":3.72892,"kurt_inten_ch_3":3.27681,"kurt_inten_ch_4":-0.86577,"length_ch_1":35.46867,"neighbor_avg_dist_ch_1":203.94781,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":90.35863,"perim_ch_1":119.6953,"shape_bfr_ch_1":0.63357,"shape_lwr_ch_1":1.39524,"shape_p_2_a_ch_1":1.92681,"skew_inten_ch_1":1.23717,"skew_inten_ch_3":1.67769,"skew_inten_ch_4":0.18409,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":19405,"total_inten_ch_2":99059,"total_inten_ch_3":30432,"total_inten_ch_4":86755,"var_inten_ch_1":25.86635,"var_inten_ch_3":69.14038,"var_inten_ch_4":110.53612,"width_ch_1":25.42124}
{"case":"Test","class":"WS","angle_ch_1":11.47871,"area_ch_1":247,"avg_inten_ch_1":768.12712,"avg_inten_ch_2":357.94915,"avg_inten_ch_3":14.17797,"avg_inten_ch_4":115.38136,"convex_hull_area_ratio_ch_1":1.04646,"convex_hull_perim_ratio_ch_1":0.96576,"diff_inten_density_ch_1":246.53917,"diff_inten_density_ch_3":16.77419,"diff_inten_density_ch_4":79.99539,"entropy_inten_ch_1":7.70995,"entropy_inten_ch_3":4.52242,"entropy_inten_ch_4":6.19392,"eq_circ_diam_ch_1":17.74722,"eq_ellipse_lwr_ch_1":1.45691,"eq_ellipse_oblate_vol_ch_1":357.93626,"eq_ellipse_prolate_vol_ch_1":245.68204,"eq_sphere_area_ch_1":989.48753,"eq_sphere_vol_ch_1":2926.77475,"fiber_align_2_ch_3":1.6367,"fiber_align_2_ch_4":1.5596,"fiber_length_ch_1":16.00391,"fiber_width_ch_1":16.00391,"inten_cooc_asm_ch_3":0.06032,"inten_cooc_asm_ch_4":0.03658,"inten_cooc_contrast_ch_3":11.45229,"inten_cooc_contrast_ch_4":7.30321,"inten_cooc_entropy_ch_3":5.86209,"inten_cooc_entropy_ch_4":6.33674,"inten_cooc_max_ch_3":0.22897,"inten_cooc_max_ch_4":0.1729,"kurt_inten_ch_1":-0.77632,"kurt_inten_ch_3":0.44132,"kurt_inten_ch_4":1.0271,"length_ch_1":23.29576,"neighbor_avg_dist_ch_1":201.38094,"neighbor_min_dist_ch_1":18.87811,"neighbor_var_dist_ch_1":79.56498,"perim_ch_1":64.01565,"shape_bfr_ch_1":0.62951,"shape_lwr_ch_1":1.38104,"shape_p_2_a_ch_1":1.25703,"skew_inten_ch_1":-0.14095,"skew_inten_ch_3":1.08567,"skew_inten_ch_4":1.12363,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":181278,"total_inten_ch_2":84241,"total_inten_ch_3":3346,"total_inten_ch_4":27230,"var_inten_ch_1":358.59376,"var_inten_ch_3":15.8393,"var_inten_ch_4":117.35546,"width_ch_1":16.86828}
{"case":"Train","class":"PS","angle_ch_1":53.20714,"area_ch_1":168,"avg_inten_ch_1":29.29814,"avg_inten_ch_2":2.31056,"avg_inten_ch_3":79.36646,"avg_inten_ch_4":40.40994,"convex_hull_area_ratio_ch_1":1.17003,"convex_hull_perim_ratio_ch_1":0.8788,"diff_inten_density_ch_1":48.92857,"diff_inten_density_ch_3":54.64286,"diff_inten_density_ch_4":45.25714,"entropy_inten_ch_1":5.81123,"entropy_inten_ch_3":6.37798,"entropy_inten_ch_4":5.50386,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.44716,"eq_ellipse_oblate_vol_ch_1":201.0106,"eq_ellipse_prolate_vol_ch_1":138.89985,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.93379,"fiber_align_2_ch_4":1.90752,"fiber_length_ch_1":28.36882,"fiber_width_ch_1":6.41057,"inten_cooc_asm_ch_3":0.00861,"inten_cooc_asm_ch_4":0.02226,"inten_cooc_contrast_ch_3":17.97064,"inten_cooc_contrast_ch_4":11.96382,"inten_cooc_entropy_ch_3":7.11068,"inten_cooc_entropy_ch_4":6.58533,"inten_cooc_max_ch_3":0.02878,"inten_cooc_max_ch_4":0.12766,"kurt_inten_ch_1":-0.23242,"kurt_inten_ch_3":0.5675,"kurt_inten_ch_4":-0.67193,"length_ch_1":23.1356,"neighbor_avg_dist_ch_1":267.41577,"neighbor_min_dist_ch_1":23.87914,"neighbor_var_dist_ch_1":143.17586,"perim_ch_1":69.55877,"shape_bfr_ch_1":0.46233,"shape_lwr_ch_1":1.46638,"shape_p_2_a_ch_1":2.11716,"skew_inten_ch_1":0.66588,"skew_inten_ch_3":0.81249,"skew_inten_ch_4":0.74119,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4717,"total_inten_ch_2":212,"total_inten_ch_3":12778,"total_inten_ch_4":6506,"var_inten_ch_1":22.57296,"var_inten_ch_3":42.85113,"var_inten_ch_4":39.76585,"width_ch_1":15.77739}
{"case":"Train","class":"PS","angle_ch_1":72.33255,"area_ch_1":219,"avg_inten_ch_1":31.0622,"avg_inten_ch_2":12.1866,"avg_inten_ch_3":65.93301,"avg_inten_ch_4":52.58373,"convex_hull_area_ratio_ch_1":1.26009,"convex_hull_perim_ratio_ch_1":0.80786,"diff_inten_density_ch_1":41.64865,"diff_inten_density_ch_3":57.75676,"diff_inten_density_ch_4":32.38919,"entropy_inten_ch_1":5.87376,"entropy_inten_ch_3":6.09115,"entropy_inten_ch_4":5.00005,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":1.94128,"eq_ellipse_oblate_vol_ch_1":344.33846,"eq_ellipse_prolate_vol_ch_1":177.37664,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.64016,"fiber_align_2_ch_4":1.1273,"fiber_length_ch_1":32.92285,"fiber_width_ch_1":7.09979,"inten_cooc_asm_ch_3":0.01578,"inten_cooc_asm_ch_4":0.09329,"inten_cooc_contrast_ch_3":9.08441,"inten_cooc_contrast_ch_4":3.34204,"inten_cooc_entropy_ch_3":6.77549,"inten_cooc_entropy_ch_4":5.27942,"inten_cooc_max_ch_3":0.09239,"inten_cooc_max_ch_4":0.29348,"kurt_inten_ch_1":1.5256,"kurt_inten_ch_3":0.56808,"kurt_inten_ch_4":-0.97222,"length_ch_1":23.63648,"neighbor_avg_dist_ch_1":288.55379,"neighbor_min_dist_ch_1":36.54297,"neighbor_var_dist_ch_1":124.65443,"perim_ch_1":80.04528,"shape_bfr_ch_1":0.58381,"shape_lwr_ch_1":1.48885,"shape_p_2_a_ch_1":2.1813,"skew_inten_ch_1":1.36374,"skew_inten_ch_3":1.24214,"skew_inten_ch_4":0.61235,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6492,"total_inten_ch_2":2339,"total_inten_ch_3":13780,"total_inten_ch_4":10990,"var_inten_ch_1":30.77455,"var_inten_ch_3":71.94386,"var_inten_ch_4":56.27763,"width_ch_1":15.87568}
{"case":"Test","class":"PS","angle_ch_1":99.70095,"area_ch_1":242,"avg_inten_ch_1":22.2987,"avg_inten_ch_2":28.11255,"avg_inten_ch_3":17.38528,"avg_inten_ch_4":23.2381,"convex_hull_area_ratio_ch_1":1.38723,"convex_hull_perim_ratio_ch_1":0.75575,"diff_inten_density_ch_1":38.202,"diff_inten_density_ch_3":23.08479,"diff_inten_density_ch_4":24.82045,"entropy_inten_ch_1":5.58885,"entropy_inten_ch_3":5.00343,"entropy_inten_ch_4":5.40254,"eq_circ_diam_ch_1":17.55821,"eq_ellipse_lwr_ch_1":1.98634,"eq_ellipse_oblate_vol_ch_1":404.73092,"eq_ellipse_prolate_vol_ch_1":203.75705,"eq_sphere_area_ch_1":968.52381,"eq_sphere_vol_ch_1":2834.25725,"fiber_align_2_ch_3":1.80669,"fiber_align_2_ch_4":1.20968,"fiber_length_ch_1":44.07647,"fiber_width_ch_1":5.95716,"inten_cooc_asm_ch_3":0.01652,"inten_cooc_asm_ch_4":0.00699,"inten_cooc_contrast_ch_3":23.36594,"inten_cooc_contrast_ch_4":27.93745,"inten_cooc_entropy_ch_3":6.90716,"inten_cooc_entropy_ch_4":7.49195,"inten_cooc_max_ch_3":0.10345,"inten_cooc_max_ch_4":0.03535,"kurt_inten_ch_1":-0.25064,"kurt_inten_ch_3":-0.51698,"kurt_inten_ch_4":-0.73159,"length_ch_1":30.64606,"neighbor_avg_dist_ch_1":201.65656,"neighbor_min_dist_ch_1":20.8817,"neighbor_var_dist_ch_1":95.04819,"perim_ch_1":100.06726,"shape_bfr_ch_1":0.48415,"shape_lwr_ch_1":1.87791,"shape_p_2_a_ch_1":3.03477,"skew_inten_ch_1":0.6092,"skew_inten_ch_3":0.67217,"skew_inten_ch_4":0.23027,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":5151,"total_inten_ch_2":6264,"total_inten_ch_3":4016,"total_inten_ch_4":5368,"var_inten_ch_1":16.25852,"var_inten_ch_3":16.19025,"var_inten_ch_4":15.56774,"width_ch_1":16.31923}
{"case":"Train","class":"WS","angle_ch_1":31.4316,"area_ch_1":221,"avg_inten_ch_1":227.27014,"avg_inten_ch_2":260.36019,"avg_inten_ch_3":0.75829,"avg_inten_ch_4":32.33175,"convex_hull_area_ratio_ch_1":1.06502,"convex_hull_perim_ratio_ch_1":0.95992,"diff_inten_density_ch_1":88.47644,"diff_inten_density_ch_3":2.62304,"diff_inten_density_ch_4":23.01571,"entropy_inten_ch_1":7.22928,"entropy_inten_ch_3":0.48677,"entropy_inten_ch_4":3.56848,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":2.39192,"eq_ellipse_oblate_vol_ch_1":387.72005,"eq_ellipse_prolate_vol_ch_1":162.09597,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.01948,"fiber_length_ch_1":24.02721,"fiber_width_ch_1":9.72836,"inten_cooc_asm_ch_3":0.86521,"inten_cooc_asm_ch_4":0.32221,"inten_cooc_contrast_ch_3":0.06307,"inten_cooc_contrast_ch_4":1.53497,"inten_cooc_entropy_ch_3":0.50087,"inten_cooc_entropy_ch_4":3.35424,"inten_cooc_max_ch_3":0.93048,"inten_cooc_max_ch_4":0.56684,"kurt_inten_ch_1":-1.15614,"kurt_inten_ch_3":77.74674,"kurt_inten_ch_4":0.59726,"length_ch_1":27.03297,"neighbor_avg_dist_ch_1":218.39581,"neighbor_min_dist_ch_1":22.54707,"neighbor_var_dist_ch_1":102.97027,"perim_ch_1":67.51115,"shape_bfr_ch_1":0.63853,"shape_lwr_ch_1":2.10985,"shape_p_2_a_ch_1":1.55166,"skew_inten_ch_1":-0.27243,"skew_inten_ch_3":8.14275,"skew_inten_ch_4":1.37409,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":47954,"total_inten_ch_2":54726,"total_inten_ch_3":160,"total_inten_ch_4":6822,"var_inten_ch_1":114.86298,"var_inten_ch_3":4.24748,"var_inten_ch_4":49.31131,"width_ch_1":12.81275}
{"case":"Test","class":"PS","angle_ch_1":103.35966,"area_ch_1":171,"avg_inten_ch_1":42.04268,"avg_inten_ch_2":2.10366,"avg_inten_ch_3":98.45122,"avg_inten_ch_4":67.14024,"convex_hull_area_ratio_ch_1":1.31259,"convex_hull_perim_ratio_ch_1":0.85699,"diff_inten_density_ch_1":48.41754,"diff_inten_density_ch_3":86.40351,"diff_inten_density_ch_4":64.36842,"entropy_inten_ch_1":6.04952,"entropy_inten_ch_3":6.46024,"entropy_inten_ch_4":4.75838,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":2.13877,"eq_ellipse_oblate_vol_ch_1":251.22896,"eq_ellipse_prolate_vol_ch_1":117.46404,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.45661,"fiber_align_2_ch_4":1.80525,"fiber_length_ch_1":29.79776,"fiber_width_ch_1":6.21748,"inten_cooc_asm_ch_3":0.00863,"inten_cooc_asm_ch_4":0.09769,"inten_cooc_contrast_ch_3":20.30794,"inten_cooc_contrast_ch_4":6.40399,"inten_cooc_entropy_ch_3":7.12971,"inten_cooc_entropy_ch_4":5.23637,"inten_cooc_max_ch_3":0.02797,"inten_cooc_max_ch_4":0.32867,"kurt_inten_ch_1":2.3828,"kurt_inten_ch_3":4.24287,"kurt_inten_ch_4":0.07411,"length_ch_1":22.62398,"neighbor_avg_dist_ch_1":272.0522,"neighbor_min_dist_ch_1":46.29838,"neighbor_var_dist_ch_1":128.87339,"perim_ch_1":72.03047,"shape_bfr_ch_1":0.56244,"shape_lwr_ch_1":1.67467,"shape_p_2_a_ch_1":2.22855,"skew_inten_ch_1":1.26198,"skew_inten_ch_3":1.48913,"skew_inten_ch_4":1.07821,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":6895,"total_inten_ch_2":182,"total_inten_ch_3":16146,"total_inten_ch_4":11011,"var_inten_ch_1":30.45335,"var_inten_ch_3":73.52951,"var_inten_ch_4":80.35037,"width_ch_1":13.50951}
{"case":"Test","class":"PS","angle_ch_1":88.46168,"area_ch_1":177,"avg_inten_ch_1":119.4142,"avg_inten_ch_2":3.63314,"avg_inten_ch_3":58.05917,"avg_inten_ch_4":18.20118,"convex_hull_area_ratio_ch_1":1.1236,"convex_hull_perim_ratio_ch_1":0.94597,"diff_inten_density_ch_1":76.47508,"diff_inten_density_ch_3":52.34219,"diff_inten_density_ch_4":23.27243,"entropy_inten_ch_1":6.81124,"entropy_inten_ch_3":4.67036,"entropy_inten_ch_4":2.84409,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":2.96201,"eq_ellipse_oblate_vol_ch_1":309.27508,"eq_ellipse_prolate_vol_ch_1":104.41389,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.34615,"fiber_align_2_ch_4":1.78889,"fiber_length_ch_1":25.02887,"fiber_width_ch_1":7.45447,"inten_cooc_asm_ch_3":0.10732,"inten_cooc_asm_ch_4":0.3551,"inten_cooc_contrast_ch_3":4.73777,"inten_cooc_contrast_ch_4":2.50243,"inten_cooc_entropy_ch_3":5.16146,"inten_cooc_entropy_ch_4":3.05994,"inten_cooc_max_ch_3":0.31847,"inten_cooc_max_ch_4":0.61146,"kurt_inten_ch_1":1.97523,"kurt_inten_ch_3":1.79291,"kurt_inten_ch_4":11.91906,"length_ch_1":25.72344,"neighbor_avg_dist_ch_1":170.64807,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":74.64929,"perim_ch_1":64.9667,"shape_bfr_ch_1":0.65528,"shape_lwr_ch_1":2.44769,"shape_p_2_a_ch_1":1.80016,"skew_inten_ch_1":1.46444,"skew_inten_ch_3":1.62779,"skew_inten_ch_4":3.23557,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":20181,"total_inten_ch_2":446,"total_inten_ch_3":9812,"total_inten_ch_4":3076,"var_inten_ch_1":100.05534,"var_inten_ch_3":81.71148,"var_inten_ch_4":39.82693,"width_ch_1":10.50925}
{"case":"Train","class":"PS","angle_ch_1":90.26321,"area_ch_1":211,"avg_inten_ch_1":73.50495,"avg_inten_ch_2":135.31683,"avg_inten_ch_3":53,"avg_inten_ch_4":84.22772,"convex_hull_area_ratio_ch_1":1.04545,"convex_hull_perim_ratio_ch_1":0.94367,"diff_inten_density_ch_1":48.9449,"diff_inten_density_ch_3":42.28926,"diff_inten_density_ch_4":60.35537,"entropy_inten_ch_1":6.44235,"entropy_inten_ch_3":2.92006,"entropy_inten_ch_4":5.6991,"eq_circ_diam_ch_1":16.41912,"eq_ellipse_lwr_ch_1":3.64537,"eq_ellipse_oblate_vol_ch_1":448.35207,"eq_ellipse_prolate_vol_ch_1":122.99233,"eq_sphere_area_ch_1":846.93424,"eq_sphere_vol_ch_1":2317.65266,"fiber_align_2_ch_3":1.0949,"fiber_align_2_ch_4":1.38042,"fiber_length_ch_1":29.67071,"fiber_width_ch_1":7.38341,"inten_cooc_asm_ch_3":0.41061,"inten_cooc_asm_ch_4":0.05849,"inten_cooc_contrast_ch_3":0.72218,"inten_cooc_contrast_ch_4":5.98737,"inten_cooc_entropy_ch_3":2.71855,"inten_cooc_entropy_ch_4":5.89387,"inten_cooc_max_ch_3":0.64368,"inten_cooc_max_ch_4":0.22751,"kurt_inten_ch_1":-0.09184,"kurt_inten_ch_3":2.60393,"kurt_inten_ch_4":-0.78716,"length_ch_1":28.68518,"neighbor_avg_dist_ch_1":196.84814,"neighbor_min_dist_ch_1":14.65872,"neighbor_var_dist_ch_1":108.19185,"perim_ch_1":74.10822,"shape_bfr_ch_1":0.88846,"shape_lwr_ch_1":3.45273,"shape_p_2_a_ch_1":1.99497,"skew_inten_ch_1":0.42491,"skew_inten_ch_3":1.93257,"skew_inten_ch_4":0.59806,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":14848,"total_inten_ch_2":27133,"total_inten_ch_3":10706,"total_inten_ch_4":17014,"var_inten_ch_1":37.08329,"var_inten_ch_3":102.56005,"var_inten_ch_4":81.22123,"width_ch_1":8.30797}
{"case":"Test","class":"PS","angle_ch_1":34.03303,"area_ch_1":200,"avg_inten_ch_1":38.1623,"avg_inten_ch_2":3.82199,"avg_inten_ch_3":89.08377,"avg_inten_ch_4":16.21466,"convex_hull_area_ratio_ch_1":1.21242,"convex_hull_perim_ratio_ch_1":0.87873,"diff_inten_density_ch_1":44.03812,"diff_inten_density_ch_3":55.07625,"diff_inten_density_ch_4":18.34897,"entropy_inten_ch_1":6.00725,"entropy_inten_ch_3":6.71786,"entropy_inten_ch_4":4.20475,"eq_circ_diam_ch_1":15.96581,"eq_ellipse_lwr_ch_1":1.71268,"eq_ellipse_oblate_vol_ch_1":282.55903,"eq_ellipse_prolate_vol_ch_1":164.98103,"eq_sphere_area_ch_1":800.81406,"eq_sphere_vol_ch_1":2130.94061,"fiber_align_2_ch_3":1.71654,"fiber_align_2_ch_4":1.47112,"fiber_length_ch_1":27.90838,"fiber_width_ch_1":7.55857,"inten_cooc_asm_ch_3":0.00689,"inten_cooc_asm_ch_4":0.08707,"inten_cooc_contrast_ch_3":19.86839,"inten_cooc_contrast_ch_4":8.92432,"inten_cooc_entropy_ch_3":7.44548,"inten_cooc_entropy_ch_4":5.47744,"inten_cooc_max_ch_3":0.02326,"inten_cooc_max_ch_4":0.29651,"kurt_inten_ch_1":0.24681,"kurt_inten_ch_3":-0.62973,"kurt_inten_ch_4":0.60052,"length_ch_1":23.86698,"neighbor_avg_dist_ch_1":227.32166,"neighbor_min_dist_ch_1":21.37777,"neighbor_var_dist_ch_1":126.24271,"perim_ch_1":70.9339,"shape_bfr_ch_1":0.54926,"shape_lwr_ch_1":1.56279,"shape_p_2_a_ch_1":1.89811,"skew_inten_ch_1":0.65166,"skew_inten_ch_3":0.13964,"skew_inten_ch_4":1.11034,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7289,"total_inten_ch_2":540,"total_inten_ch_3":17015,"total_inten_ch_4":3097,"var_inten_ch_1":22.73176,"var_inten_ch_3":44.67267,"var_inten_ch_4":18.64665,"width_ch_1":15.27203}
{"case":"Train","class":"PS","angle_ch_1":68.48215,"area_ch_1":196,"avg_inten_ch_1":30.47059,"avg_inten_ch_2":124.70053,"avg_inten_ch_3":55.96791,"avg_inten_ch_4":86.84492,"convex_hull_area_ratio_ch_1":1.31343,"convex_hull_perim_ratio_ch_1":0.87526,"diff_inten_density_ch_1":36.46626,"diff_inten_density_ch_3":39.95706,"diff_inten_density_ch_4":55.18405,"entropy_inten_ch_1":5.80145,"entropy_inten_ch_3":6.31525,"entropy_inten_ch_4":6.00804,"eq_circ_diam_ch_1":15.79774,"eq_ellipse_lwr_ch_1":2.53963,"eq_ellipse_oblate_vol_ch_1":333.3262,"eq_ellipse_prolate_vol_ch_1":131.24974,"eq_sphere_area_ch_1":784.04308,"eq_sphere_vol_ch_1":2064.35178,"fiber_align_2_ch_3":1.44815,"fiber_align_2_ch_4":1.50574,"fiber_length_ch_1":33.78694,"fiber_width_ch_1":6.23571,"inten_cooc_asm_ch_3":0.00764,"inten_cooc_asm_ch_4":0.02193,"inten_cooc_contrast_ch_3":18.34796,"inten_cooc_contrast_ch_4":7.42715,"inten_cooc_entropy_ch_3":7.24883,"inten_cooc_entropy_ch_4":6.44895,"inten_cooc_max_ch_3":0.02395,"inten_cooc_max_ch_4":0.11377,"kurt_inten_ch_1":-0.52324,"kurt_inten_ch_3":0.2185,"kurt_inten_ch_4":-0.58468,"length_ch_1":30.04841,"neighbor_avg_dist_ch_1":216.52698,"neighbor_min_dist_ch_1":27.47169,"neighbor_var_dist_ch_1":115.9668,"perim_ch_1":80.04528,"shape_bfr_ch_1":0.43886,"shape_lwr_ch_1":2.02159,"shape_p_2_a_ch_1":2.42005,"skew_inten_ch_1":0.47132,"skew_inten_ch_3":0.45919,"skew_inten_ch_4":0.51678,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5698,"total_inten_ch_2":23133,"total_inten_ch_3":10466,"total_inten_ch_4":16240,"var_inten_ch_1":19.40569,"var_inten_ch_3":32.72097,"var_inten_ch_4":73.89986,"width_ch_1":14.86373}
{"case":"Train","class":"PS","angle_ch_1":52.27756,"area_ch_1":317,"avg_inten_ch_1":32,"avg_inten_ch_2":3.73927,"avg_inten_ch_3":75.11221,"avg_inten_ch_4":32.31023,"convex_hull_area_ratio_ch_1":1.5444,"convex_hull_perim_ratio_ch_1":0.83509,"diff_inten_density_ch_1":42.17537,"diff_inten_density_ch_3":55.86194,"diff_inten_density_ch_4":36.53358,"entropy_inten_ch_1":6.08999,"entropy_inten_ch_3":6.75472,"entropy_inten_ch_4":5.53222,"eq_circ_diam_ch_1":20.10923,"eq_ellipse_lwr_ch_1":3.68902,"eq_ellipse_oblate_vol_ch_1":828.59295,"eq_ellipse_prolate_vol_ch_1":224.61034,"eq_sphere_area_ch_1":1270.40136,"eq_sphere_vol_ch_1":4257.79981,"fiber_align_2_ch_3":1.46468,"fiber_align_2_ch_4":1.071,"fiber_length_ch_1":51.55383,"fiber_width_ch_1":6.58244,"inten_cooc_asm_ch_3":0.00628,"inten_cooc_asm_ch_4":0.02476,"inten_cooc_contrast_ch_3":19.89627,"inten_cooc_contrast_ch_4":14.9685,"inten_cooc_entropy_ch_3":7.58137,"inten_cooc_entropy_ch_4":6.80155,"inten_cooc_max_ch_3":0.01832,"inten_cooc_max_ch_4":0.14652,"kurt_inten_ch_1":-0.11725,"kurt_inten_ch_3":-0.00036,"kurt_inten_ch_4":2.22906,"length_ch_1":40.94785,"neighbor_avg_dist_ch_1":226.52198,"neighbor_min_dist_ch_1":34.03301,"neighbor_var_dist_ch_1":125.20986,"perim_ch_1":116.27256,"shape_bfr_ch_1":0.48902,"shape_lwr_ch_1":2.58173,"shape_p_2_a_ch_1":3.17025,"skew_inten_ch_1":0.65433,"skew_inten_ch_3":0.40868,"skew_inten_ch_4":1.14777,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9696,"total_inten_ch_2":831,"total_inten_ch_3":22759,"total_inten_ch_4":9790,"var_inten_ch_1":22.44465,"var_inten_ch_3":43.32151,"var_inten_ch_4":31.58669,"width_ch_1":15.86059}
{"case":"Test","class":"WS","angle_ch_1":132.80497,"area_ch_1":316,"avg_inten_ch_1":97.81457,"avg_inten_ch_2":286.08609,"avg_inten_ch_3":114.50993,"avg_inten_ch_4":674.02649,"convex_hull_area_ratio_ch_1":1.12862,"convex_hull_perim_ratio_ch_1":0.93222,"diff_inten_density_ch_1":57.64643,"diff_inten_density_ch_3":66.01786,"diff_inten_density_ch_4":379.31071,"entropy_inten_ch_1":6.78338,"entropy_inten_ch_3":6.80452,"entropy_inten_ch_4":7.66855,"eq_circ_diam_ch_1":20.07602,"eq_ellipse_lwr_ch_1":1.32118,"eq_ellipse_oblate_vol_ch_1":493.41663,"eq_ellipse_prolate_vol_ch_1":373.46521,"eq_sphere_area_ch_1":1266.20862,"eq_sphere_vol_ch_1":4236.739,"fiber_align_2_ch_3":1.38696,"fiber_align_2_ch_4":1.45539,"fiber_length_ch_1":28.01312,"fiber_width_ch_1":11.6369,"inten_cooc_asm_ch_3":0.02397,"inten_cooc_asm_ch_4":0.00863,"inten_cooc_contrast_ch_3":4.7394,"inten_cooc_contrast_ch_4":15.00787,"inten_cooc_entropy_ch_3":6.5097,"inten_cooc_entropy_ch_4":7.26957,"inten_cooc_max_ch_3":0.12766,"inten_cooc_max_ch_4":0.04255,"kurt_inten_ch_1":-0.00694,"kurt_inten_ch_3":-0.07043,"kurt_inten_ch_4":-0.37985,"length_ch_1":27.656,"neighbor_avg_dist_ch_1":179.19402,"neighbor_min_dist_ch_1":24.7838,"neighbor_var_dist_ch_1":84.89068,"perim_ch_1":79.30003,"shape_bfr_ch_1":0.54632,"shape_lwr_ch_1":1.32002,"shape_p_2_a_ch_1":1.5351,"skew_inten_ch_1":0.2599,"skew_inten_ch_3":0.81658,"skew_inten_ch_4":0.15197,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":29540,"total_inten_ch_2":86097,"total_inten_ch_3":34582,"total_inten_ch_4":203556,"var_inten_ch_1":40.79458,"var_inten_ch_3":105.19294,"var_inten_ch_4":396.41017,"width_ch_1":20.9512}
{"case":"Test","class":"PS","angle_ch_1":102.02773,"area_ch_1":305,"avg_inten_ch_1":101.93471,"avg_inten_ch_2":168.1512,"avg_inten_ch_3":57.16838,"avg_inten_ch_4":144.46392,"convex_hull_area_ratio_ch_1":1.06058,"convex_hull_perim_ratio_ch_1":0.95923,"diff_inten_density_ch_1":65.78293,"diff_inten_density_ch_3":52.58442,"diff_inten_density_ch_4":76.7551,"entropy_inten_ch_1":7.17257,"entropy_inten_ch_3":4.89119,"entropy_inten_ch_4":6.18951,"eq_circ_diam_ch_1":19.70701,"eq_ellipse_lwr_ch_1":1.86133,"eq_ellipse_oblate_vol_ch_1":553.95294,"eq_ellipse_prolate_vol_ch_1":297.61115,"eq_sphere_area_ch_1":1220.08844,"eq_sphere_vol_ch_1":4007.38233,"fiber_align_2_ch_3":1.3253,"fiber_align_2_ch_4":1.52443,"fiber_length_ch_1":24.76309,"fiber_width_ch_1":12.75148,"inten_cooc_asm_ch_3":0.13163,"inten_cooc_asm_ch_4":0.055,"inten_cooc_contrast_ch_3":3.97208,"inten_cooc_contrast_ch_4":5.15804,"inten_cooc_entropy_ch_3":4.98748,"inten_cooc_entropy_ch_4":5.86423,"inten_cooc_max_ch_3":0.36604,"inten_cooc_max_ch_4":0.21898,"kurt_inten_ch_1":1.23019,"kurt_inten_ch_3":6.18971,"kurt_inten_ch_4":1.11301,"length_ch_1":27.31476,"neighbor_avg_dist_ch_1":194.99635,"neighbor_min_dist_ch_1":21.76649,"neighbor_var_dist_ch_1":82.164,"perim_ch_1":75.02913,"shape_bfr_ch_1":0.68508,"shape_lwr_ch_1":1.67574,"shape_p_2_a_ch_1":1.41867,"skew_inten_ch_1":1.33484,"skew_inten_ch_3":2.42405,"skew_inten_ch_4":1.33118,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":29663,"total_inten_ch_2":48642,"total_inten_ch_3":16636,"total_inten_ch_4":42039,"var_inten_ch_1":90.59247,"var_inten_ch_3":94.68176,"var_inten_ch_4":153.15437,"width_ch_1":16.30008}
{"case":"Train","class":"WS","angle_ch_1":178.77243,"area_ch_1":405,"avg_inten_ch_1":58.09819,"avg_inten_ch_2":5.35917,"avg_inten_ch_3":88.64599,"avg_inten_ch_4":2.05168,"convex_hull_area_ratio_ch_1":1.2908,"convex_hull_perim_ratio_ch_1":0.85307,"diff_inten_density_ch_1":74.60462,"diff_inten_density_ch_3":123.56566,"diff_inten_density_ch_4":6.07648,"entropy_inten_ch_1":6.70682,"entropy_inten_ch_3":5.41266,"entropy_inten_ch_4":2.61501,"eq_circ_diam_ch_1":22.72635,"eq_ellipse_lwr_ch_1":5.76486,"eq_ellipse_oblate_vol_ch_1":1495.14191,"eq_ellipse_prolate_vol_ch_1":259.35438,"eq_sphere_area_ch_1":1622.59184,"eq_sphere_vol_ch_1":6145.93189,"fiber_align_2_ch_3":1.6845,"fiber_align_2_ch_4":1,"fiber_length_ch_1":61.51906,"fiber_width_ch_1":6.94315,"inten_cooc_asm_ch_3":0.0784,"inten_cooc_asm_ch_4":0.06913,"inten_cooc_contrast_ch_3":8.00581,"inten_cooc_contrast_ch_4":10.65775,"inten_cooc_entropy_ch_3":5.81291,"inten_cooc_entropy_ch_4":5.03289,"inten_cooc_max_ch_3":0.28107,"inten_cooc_max_ch_4":0.23373,"kurt_inten_ch_1":4.9636,"kurt_inten_ch_3":5.75381,"kurt_inten_ch_4":0.70874,"length_ch_1":50.35256,"neighbor_avg_dist_ch_1":292.93657,"neighbor_min_dist_ch_1":72.89207,"neighbor_var_dist_ch_1":105.10065,"perim_ch_1":136.9244,"shape_bfr_ch_1":0.67642,"shape_lwr_ch_1":4.22775,"shape_p_2_a_ch_1":3.49288,"skew_inten_ch_1":2.11177,"skew_inten_ch_3":2.37348,"skew_inten_ch_4":1.19472,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":10,"total_inten_ch_1":22484,"total_inten_ch_2":1688,"total_inten_ch_3":34306,"total_inten_ch_4":794,"var_inten_ch_1":62.19068,"var_inten_ch_3":151.06966,"var_inten_ch_4":2.55228,"width_ch_1":11.91002}
{"case":"Test","class":"WS","angle_ch_1":29.83993,"area_ch_1":275,"avg_inten_ch_1":194.59316,"avg_inten_ch_2":278.88213,"avg_inten_ch_3":30.3384,"avg_inten_ch_4":95.98479,"convex_hull_area_ratio_ch_1":1.08942,"convex_hull_perim_ratio_ch_1":0.9279,"diff_inten_density_ch_1":86.90515,"diff_inten_density_ch_3":28.88866,"diff_inten_density_ch_4":74.93402,"entropy_inten_ch_1":7.54447,"entropy_inten_ch_3":3.07115,"entropy_inten_ch_4":5.23761,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.25224,"eq_ellipse_oblate_vol_ch_1":390.39063,"eq_ellipse_prolate_vol_ch_1":311.75323,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1.65399,"fiber_align_2_ch_4":1.18151,"fiber_length_ch_1":22.76081,"fiber_width_ch_1":12.61831,"inten_cooc_asm_ch_3":0.36354,"inten_cooc_asm_ch_4":0.12335,"inten_cooc_contrast_ch_3":1.42245,"inten_cooc_contrast_ch_4":5.16377,"inten_cooc_entropy_ch_3":2.99825,"inten_cooc_entropy_ch_4":5.17925,"inten_cooc_max_ch_3":0.59836,"inten_cooc_max_ch_4":0.34836,"kurt_inten_ch_1":-0.84695,"kurt_inten_ch_3":10.83747,"kurt_inten_ch_4":-0.76675,"length_ch_1":24.25319,"neighbor_avg_dist_ch_1":183.49926,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":81.56252,"perim_ch_1":70.75824,"shape_bfr_ch_1":0.61723,"shape_lwr_ch_1":1.31701,"shape_p_2_a_ch_1":1.38724,"skew_inten_ch_1":0.12995,"skew_inten_ch_3":3.26355,"skew_inten_ch_4":0.68783,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":51178,"total_inten_ch_2":73084,"total_inten_ch_3":7979,"total_inten_ch_4":25244,"var_inten_ch_1":112.34313,"var_inten_ch_3":73.12765,"var_inten_ch_4":103.71334,"width_ch_1":18.41533}
{"case":"Train","class":"PS","angle_ch_1":102.09429,"area_ch_1":253,"avg_inten_ch_1":41.19835,"avg_inten_ch_2":53.07025,"avg_inten_ch_3":100.85124,"avg_inten_ch_4":15.0124,"convex_hull_area_ratio_ch_1":1.43215,"convex_hull_perim_ratio_ch_1":0.76047,"diff_inten_density_ch_1":46.18735,"diff_inten_density_ch_3":106.59611,"diff_inten_density_ch_4":20.31387,"entropy_inten_ch_1":6.36859,"entropy_inten_ch_3":6.78862,"entropy_inten_ch_4":2.90749,"eq_circ_diam_ch_1":17.9714,"eq_ellipse_lwr_ch_1":3.67008,"eq_ellipse_oblate_vol_ch_1":589.90525,"eq_ellipse_prolate_vol_ch_1":160.7337,"eq_sphere_area_ch_1":1014.64399,"eq_sphere_vol_ch_1":3039.09548,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.81499,"fiber_length_ch_1":55.97063,"fiber_width_ch_1":4.86445,"inten_cooc_asm_ch_3":0.01071,"inten_cooc_asm_ch_4":0.32522,"inten_cooc_contrast_ch_3":14.26039,"inten_cooc_contrast_ch_4":2.14168,"inten_cooc_entropy_ch_3":6.98158,"inten_cooc_entropy_ch_4":3.32694,"inten_cooc_max_ch_3":0.05,"inten_cooc_max_ch_4":0.6,"kurt_inten_ch_1":0.81867,"kurt_inten_ch_3":1.62682,"kurt_inten_ch_4":2.52111,"length_ch_1":41.97399,"neighbor_avg_dist_ch_1":218.27515,"neighbor_min_dist_ch_1":22.54707,"neighbor_var_dist_ch_1":119.51691,"perim_ch_1":121.67016,"shape_bfr_ch_1":0.42047,"shape_lwr_ch_1":2.92041,"shape_p_2_a_ch_1":4.32675,"skew_inten_ch_1":1.03167,"skew_inten_ch_3":1.3749,"skew_inten_ch_4":1.8384,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9970,"total_inten_ch_2":12602,"total_inten_ch_3":24406,"total_inten_ch_4":3633,"var_inten_ch_1":32.24868,"var_inten_ch_3":99.264,"var_inten_ch_4":26.93556,"width_ch_1":14.37263}
{"case":"Train","class":"WS","angle_ch_1":71.00273,"area_ch_1":377,"avg_inten_ch_1":31.28889,"avg_inten_ch_2":197.28611,"avg_inten_ch_3":17.42222,"avg_inten_ch_4":68.10278,"convex_hull_area_ratio_ch_1":1.22572,"convex_hull_perim_ratio_ch_1":0.88454,"diff_inten_density_ch_1":42.65485,"diff_inten_density_ch_3":17.64715,"diff_inten_density_ch_4":37.93066,"entropy_inten_ch_1":6.01577,"entropy_inten_ch_3":4.88877,"entropy_inten_ch_4":6.18656,"eq_circ_diam_ch_1":21.91924,"eq_ellipse_lwr_ch_1":3.7807,"eq_ellipse_oblate_vol_ch_1":1086.32979,"eq_ellipse_prolate_vol_ch_1":287.33525,"eq_sphere_area_ch_1":1509.38776,"eq_sphere_vol_ch_1":5514.10519,"fiber_align_2_ch_3":1.47858,"fiber_align_2_ch_4":1.22356,"fiber_length_ch_1":51.63836,"fiber_width_ch_1":7.73376,"inten_cooc_asm_ch_3":0.04905,"inten_cooc_asm_ch_4":0.03504,"inten_cooc_contrast_ch_3":8.37494,"inten_cooc_contrast_ch_4":5.25045,"inten_cooc_entropy_ch_3":6.13759,"inten_cooc_entropy_ch_4":6.31446,"inten_cooc_max_ch_3":0.20635,"inten_cooc_max_ch_4":0.16508,"kurt_inten_ch_1":-0.59537,"kurt_inten_ch_3":2.21898,"kurt_inten_ch_4":-1.22828,"length_ch_1":48.25971,"neighbor_avg_dist_ch_1":233.72904,"neighbor_min_dist_ch_1":27.02935,"neighbor_var_dist_ch_1":118.08126,"perim_ch_1":118.74425,"shape_bfr_ch_1":0.52527,"shape_lwr_ch_1":3.24201,"shape_p_2_a_ch_1":2.80963,"skew_inten_ch_1":0.36125,"skew_inten_ch_3":1.43463,"skew_inten_ch_4":0.29933,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":11264,"total_inten_ch_2":70664,"total_inten_ch_3":6272,"total_inten_ch_4":24517,"var_inten_ch_1":20.29272,"var_inten_ch_3":19.89401,"var_inten_ch_4":58.43337,"width_ch_1":14.88575}
{"case":"Train","class":"PS","angle_ch_1":99.56409,"area_ch_1":165,"avg_inten_ch_1":33.74684,"avg_inten_ch_2":524.01899,"avg_inten_ch_3":23.08861,"avg_inten_ch_4":113.09494,"convex_hull_area_ratio_ch_1":1.10912,"convex_hull_perim_ratio_ch_1":0.89711,"diff_inten_density_ch_1":41.65714,"diff_inten_density_ch_3":26.33571,"diff_inten_density_ch_4":101.97857,"entropy_inten_ch_1":5.75956,"entropy_inten_ch_3":2.92457,"entropy_inten_ch_4":4.66477,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":1.4157,"eq_ellipse_oblate_vol_ch_1":193.28231,"eq_ellipse_prolate_vol_ch_1":136.52817,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.8008,"fiber_align_2_ch_4":1.78635,"fiber_length_ch_1":22.39599,"fiber_width_ch_1":7.8277,"inten_cooc_asm_ch_3":0.32556,"inten_cooc_asm_ch_4":0.13291,"inten_cooc_contrast_ch_3":1.84742,"inten_cooc_contrast_ch_4":4.82823,"inten_cooc_entropy_ch_3":3.20682,"inten_cooc_entropy_ch_4":4.84465,"inten_cooc_max_ch_3":0.57246,"inten_cooc_max_ch_4":0.35915,"kurt_inten_ch_1":-0.3134,"kurt_inten_ch_3":4.11573,"kurt_inten_ch_4":0.05092,"length_ch_1":19.182,"neighbor_avg_dist_ch_1":202.70304,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":99.07322,"perim_ch_1":60.44738,"shape_bfr_ch_1":0.60312,"shape_lwr_ch_1":1.33997,"shape_p_2_a_ch_1":1.65859,"skew_inten_ch_1":0.2522,"skew_inten_ch_3":2.16519,"skew_inten_ch_4":1.12233,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5332,"total_inten_ch_2":82638,"total_inten_ch_3":3648,"total_inten_ch_4":17869,"var_inten_ch_1":19.84527,"var_inten_ch_3":44.80229,"var_inten_ch_4":143.62344,"width_ch_1":14.31527}
{"case":"Train","class":"PS","angle_ch_1":21.23625,"area_ch_1":176,"avg_inten_ch_1":46.70833,"avg_inten_ch_2":116.09524,"avg_inten_ch_3":29.19643,"avg_inten_ch_4":87.05357,"convex_hull_area_ratio_ch_1":1.09348,"convex_hull_perim_ratio_ch_1":0.95637,"diff_inten_density_ch_1":43.25083,"diff_inten_density_ch_3":32.16172,"diff_inten_density_ch_4":55.18482,"entropy_inten_ch_1":6.22203,"entropy_inten_ch_3":4.6067,"entropy_inten_ch_4":6.50956,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":1.33029,"eq_ellipse_oblate_vol_ch_1":205.42756,"eq_ellipse_prolate_vol_ch_1":154.42309,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.62829,"fiber_align_2_ch_4":1.49159,"fiber_length_ch_1":18.89868,"fiber_width_ch_1":9.7893,"inten_cooc_asm_ch_3":0.07904,"inten_cooc_asm_ch_4":0.00826,"inten_cooc_contrast_ch_3":7.32618,"inten_cooc_contrast_ch_4":11.29444,"inten_cooc_entropy_ch_3":5.44567,"inten_cooc_entropy_ch_4":7.12569,"inten_cooc_max_ch_3":0.2649,"inten_cooc_max_ch_4":0.01987,"kurt_inten_ch_1":-0.66481,"kurt_inten_ch_3":1.74161,"kurt_inten_ch_4":-0.99331,"length_ch_1":18.60615,"neighbor_avg_dist_ch_1":262.73122,"neighbor_min_dist_ch_1":15.35714,"neighbor_var_dist_ch_1":143.72554,"perim_ch_1":57.37596,"shape_bfr_ch_1":0.57776,"shape_lwr_ch_1":1.13583,"shape_p_2_a_ch_1":1.416,"skew_inten_ch_1":0.39071,"skew_inten_ch_3":1.50254,"skew_inten_ch_4":0.09161,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7847,"total_inten_ch_2":19337,"total_inten_ch_3":4905,"total_inten_ch_4":14625,"var_inten_ch_1":28.61555,"var_inten_ch_3":38.41119,"var_inten_ch_4":53.27179,"width_ch_1":16.38112}
{"case":"Test","class":"WS","angle_ch_1":139.86419,"area_ch_1":376,"avg_inten_ch_1":84.30919,"avg_inten_ch_2":159.99721,"avg_inten_ch_3":35.6546,"avg_inten_ch_4":34.18663,"convex_hull_area_ratio_ch_1":1.28047,"convex_hull_perim_ratio_ch_1":0.9206,"diff_inten_density_ch_1":53.82535,"diff_inten_density_ch_3":19.46368,"diff_inten_density_ch_4":19.10201,"entropy_inten_ch_1":6.98426,"entropy_inten_ch_3":2.41411,"entropy_inten_ch_4":3.84902,"eq_circ_diam_ch_1":21.88877,"eq_ellipse_lwr_ch_1":4.73652,"eq_ellipse_oblate_vol_ch_1":1210.85672,"eq_ellipse_prolate_vol_ch_1":255.64287,"eq_sphere_area_ch_1":1505.19501,"eq_sphere_vol_ch_1":5491.14572,"fiber_align_2_ch_3":1.01281,"fiber_align_2_ch_4":1.02022,"fiber_length_ch_1":51.41961,"fiber_width_ch_1":7.77686,"inten_cooc_asm_ch_3":0.55684,"inten_cooc_asm_ch_4":0.30193,"inten_cooc_contrast_ch_3":0.21458,"inten_cooc_contrast_ch_4":1.50934,"inten_cooc_entropy_ch_3":1.90208,"inten_cooc_entropy_ch_4":3.63362,"inten_cooc_max_ch_3":0.74462,"inten_cooc_max_ch_4":0.54769,"kurt_inten_ch_1":-0.16149,"kurt_inten_ch_3":4.97691,"kurt_inten_ch_4":-0.51113,"length_ch_1":48.75917,"neighbor_avg_dist_ch_1":171.42859,"neighbor_min_dist_ch_1":21.3041,"neighbor_var_dist_ch_1":77.43124,"perim_ch_1":118.39293,"shape_bfr_ch_1":0.53954,"shape_lwr_ch_1":3.40879,"shape_p_2_a_ch_1":2.78937,"skew_inten_ch_1":0.43961,"skew_inten_ch_3":2.37736,"skew_inten_ch_4":0.94882,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":11,"total_inten_ch_1":30267,"total_inten_ch_2":57081,"total_inten_ch_3":12800,"total_inten_ch_4":12273,"var_inten_ch_1":44.5897,"var_inten_ch_3":77.61079,"var_inten_ch_4":45.35249,"width_ch_1":14.30394}
{"case":"Test","class":"PS","angle_ch_1":84.43197,"area_ch_1":168,"avg_inten_ch_1":182.85093,"avg_inten_ch_2":294.12422,"avg_inten_ch_3":191.24224,"avg_inten_ch_4":5.63354,"convex_hull_area_ratio_ch_1":1.17979,"convex_hull_perim_ratio_ch_1":0.94211,"diff_inten_density_ch_1":108.21528,"diff_inten_density_ch_3":123.05556,"diff_inten_density_ch_4":6.82639,"entropy_inten_ch_1":6.76636,"entropy_inten_ch_3":3.84856,"entropy_inten_ch_4":2.07367,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":2.10464,"eq_ellipse_oblate_vol_ch_1":242.40931,"eq_ellipse_prolate_vol_ch_1":115.17851,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.08657,"fiber_align_2_ch_4":1.19119,"fiber_length_ch_1":22.13052,"fiber_width_ch_1":7.96896,"inten_cooc_asm_ch_3":0.26052,"inten_cooc_asm_ch_4":0.45675,"inten_cooc_contrast_ch_3":1.00347,"inten_cooc_contrast_ch_4":0.71074,"inten_cooc_entropy_ch_3":3.62341,"inten_cooc_entropy_ch_4":2.27415,"inten_cooc_max_ch_3":0.50685,"inten_cooc_max_ch_4":0.67123,"kurt_inten_ch_1":0.2009,"kurt_inten_ch_3":0.75586,"kurt_inten_ch_4":9.73566,"length_ch_1":19.85729,"neighbor_avg_dist_ch_1":217.27479,"neighbor_min_dist_ch_1":12.3283,"neighbor_var_dist_ch_1":110.56925,"perim_ch_1":60.19897,"shape_bfr_ch_1":0.72603,"shape_lwr_ch_1":1.69641,"shape_p_2_a_ch_1":1.63521,"skew_inten_ch_1":0.67093,"skew_inten_ch_3":1.46039,"skew_inten_ch_4":3.0865,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":29439,"total_inten_ch_2":47194,"total_inten_ch_3":30790,"total_inten_ch_4":907,"var_inten_ch_1":107.89483,"var_inten_ch_3":299.13153,"var_inten_ch_4":13.60841,"width_ch_1":11.70546}
{"case":"Test","class":"PS","angle_ch_1":91.96651,"area_ch_1":569,"avg_inten_ch_1":23.93923,"avg_inten_ch_2":100.97422,"avg_inten_ch_3":35.50092,"avg_inten_ch_4":38.55433,"convex_hull_area_ratio_ch_1":1.59034,"convex_hull_perim_ratio_ch_1":0.60396,"diff_inten_density_ch_1":38.15822,"diff_inten_density_ch_3":31.56463,"diff_inten_density_ch_4":30.3092,"entropy_inten_ch_1":5.71382,"entropy_inten_ch_3":5.64129,"entropy_inten_ch_4":5.42112,"eq_circ_diam_ch_1":26.91994,"eq_ellipse_lwr_ch_1":1.60248,"eq_ellipse_oblate_vol_ch_1":1310.139,"eq_ellipse_prolate_vol_ch_1":817.5705,"eq_sphere_area_ch_1":2276.65986,"eq_sphere_vol_ch_1":10214.59237,"fiber_align_2_ch_3":1.54391,"fiber_align_2_ch_4":1.29333,"fiber_length_ch_1":90.54813,"fiber_width_ch_1":6.71119,"inten_cooc_asm_ch_3":0.052,"inten_cooc_asm_ch_4":0.07216,"inten_cooc_contrast_ch_3":6.2627,"inten_cooc_contrast_ch_4":5.74633,"inten_cooc_entropy_ch_3":6.17987,"inten_cooc_entropy_ch_4":5.83846,"inten_cooc_max_ch_3":0.21811,"inten_cooc_max_ch_4":0.25572,"kurt_inten_ch_1":1.26519,"kurt_inten_ch_3":2.18072,"kurt_inten_ch_4":0.18999,"length_ch_1":42.33792,"neighbor_avg_dist_ch_1":166.45482,"neighbor_min_dist_ch_1":34.03301,"neighbor_var_dist_ch_1":70.98443,"perim_ch_1":194.51864,"shape_bfr_ch_1":0.42959,"shape_lwr_ch_1":1.35293,"shape_p_2_a_ch_1":4.95485,"skew_inten_ch_1":0.93182,"skew_inten_ch_3":1.42345,"skew_inten_ch_4":1.00569,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":14,"total_inten_ch_1":12999,"total_inten_ch_2":54287,"total_inten_ch_3":19277,"total_inten_ch_4":20935,"var_inten_ch_1":18.51041,"var_inten_ch_3":40.79432,"var_inten_ch_4":42.97166,"width_ch_1":31.29345}
{"case":"Train","class":"WS","angle_ch_1":77.80349,"area_ch_1":342,"avg_inten_ch_1":73.27217,"avg_inten_ch_2":203.35474,"avg_inten_ch_3":70.6789,"avg_inten_ch_4":174.18654,"convex_hull_area_ratio_ch_1":1.06835,"convex_hull_perim_ratio_ch_1":0.95473,"diff_inten_density_ch_1":63.25574,"diff_inten_density_ch_3":60.28852,"diff_inten_density_ch_4":95.40984,"entropy_inten_ch_1":6.95818,"entropy_inten_ch_3":4.61022,"entropy_inten_ch_4":6.90802,"eq_circ_diam_ch_1":20.89046,"eq_ellipse_lwr_ch_1":1.76417,"eq_ellipse_oblate_vol_ch_1":642.41143,"eq_ellipse_prolate_vol_ch_1":364.14395,"eq_sphere_area_ch_1":1371.02721,"eq_sphere_vol_ch_1":4773.56593,"fiber_align_2_ch_3":1.26531,"fiber_align_2_ch_4":1.20307,"fiber_length_ch_1":25.53971,"fiber_width_ch_1":13.81044,"inten_cooc_asm_ch_3":0.19725,"inten_cooc_asm_ch_4":0.02636,"inten_cooc_contrast_ch_3":2.51489,"inten_cooc_contrast_ch_4":5.00892,"inten_cooc_entropy_ch_3":4.3879,"inten_cooc_entropy_ch_4":6.50789,"inten_cooc_max_ch_3":0.44516,"inten_cooc_max_ch_4":0.13667,"kurt_inten_ch_1":-0.25514,"kurt_inten_ch_3":3.88654,"kurt_inten_ch_4":-0.73305,"length_ch_1":28.53299,"neighbor_avg_dist_ch_1":321.10635,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":134.28558,"perim_ch_1":78.7003,"shape_bfr_ch_1":0.68019,"shape_lwr_ch_1":1.61561,"shape_p_2_a_ch_1":1.39739,"skew_inten_ch_1":0.39941,"skew_inten_ch_3":1.9893,"skew_inten_ch_4":0.66541,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":23960,"total_inten_ch_2":66171,"total_inten_ch_3":23112,"total_inten_ch_4":56959,"var_inten_ch_1":45.41029,"var_inten_ch_3":114.34963,"var_inten_ch_4":157.61853,"width_ch_1":17.6608}
{"case":"Test","class":"PS","angle_ch_1":106.76884,"area_ch_1":324,"avg_inten_ch_1":26.83871,"avg_inten_ch_2":3.09032,"avg_inten_ch_3":57.75806,"avg_inten_ch_4":67.99355,"convex_hull_area_ratio_ch_1":1.1142,"convex_hull_perim_ratio_ch_1":0.85688,"diff_inten_density_ch_1":38.82746,"diff_inten_density_ch_3":36.16901,"diff_inten_density_ch_4":33.21831,"entropy_inten_ch_1":5.87375,"entropy_inten_ch_3":6.50145,"entropy_inten_ch_4":6.23404,"eq_circ_diam_ch_1":20.34019,"eq_ellipse_lwr_ch_1":1.49172,"eq_ellipse_oblate_vol_ch_1":545.26503,"eq_ellipse_prolate_vol_ch_1":365.52791,"eq_sphere_area_ch_1":1299.75057,"eq_sphere_vol_ch_1":4406.19625,"fiber_align_2_ch_3":1.00328,"fiber_align_2_ch_4":1.19312,"fiber_length_ch_1":33.14888,"fiber_width_ch_1":10.24506,"inten_cooc_asm_ch_3":0.00908,"inten_cooc_asm_ch_4":0.02446,"inten_cooc_contrast_ch_3":8.89871,"inten_cooc_contrast_ch_4":5.63901,"inten_cooc_entropy_ch_3":7.23982,"inten_cooc_entropy_ch_4":6.56753,"inten_cooc_max_ch_3":0.04498,"inten_cooc_max_ch_4":0.14533,"kurt_inten_ch_1":-0.14446,"kurt_inten_ch_3":-0.35528,"kurt_inten_ch_4":0.22159,"length_ch_1":28.92456,"neighbor_avg_dist_ch_1":251.32406,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":123.72488,"perim_ch_1":86.78788,"shape_bfr_ch_1":0.56989,"shape_lwr_ch_1":1.46731,"shape_p_2_a_ch_1":1.76491,"skew_inten_ch_1":0.56941,"skew_inten_ch_3":0.45633,"skew_inten_ch_4":0.60197,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":8320,"total_inten_ch_2":649,"total_inten_ch_3":17905,"total_inten_ch_4":21078,"var_inten_ch_1":19.3987,"var_inten_ch_3":42.14556,"var_inten_ch_4":54.88046,"width_ch_1":19.71259}
{"case":"Train","class":"WS","angle_ch_1":5.84895,"area_ch_1":245,"avg_inten_ch_1":654.20513,"avg_inten_ch_2":360.81624,"avg_inten_ch_3":8.23077,"avg_inten_ch_4":86.71795,"convex_hull_area_ratio_ch_1":1.03909,"convex_hull_perim_ratio_ch_1":0.96644,"diff_inten_density_ch_1":218.87935,"diff_inten_density_ch_3":10.22042,"diff_inten_density_ch_4":51.5058,"entropy_inten_ch_1":7.66524,"entropy_inten_ch_3":3.25241,"entropy_inten_ch_4":4.8159,"eq_circ_diam_ch_1":17.67186,"eq_ellipse_lwr_ch_1":1.92472,"eq_ellipse_oblate_vol_ch_1":406.19011,"eq_ellipse_prolate_vol_ch_1":211.03832,"eq_sphere_area_ch_1":981.10204,"eq_sphere_vol_ch_1":2889.64893,"fiber_align_2_ch_3":1.49486,"fiber_align_2_ch_4":1.23899,"fiber_length_ch_1":19.25544,"fiber_width_ch_1":13.22791,"inten_cooc_asm_ch_3":0.23519,"inten_cooc_asm_ch_4":0.17174,"inten_cooc_contrast_ch_3":4.08406,"inten_cooc_contrast_ch_4":2.49175,"inten_cooc_entropy_ch_3":3.96992,"inten_cooc_entropy_ch_4":4.52184,"inten_cooc_max_ch_3":0.48571,"inten_cooc_max_ch_4":0.41429,"kurt_inten_ch_1":-0.98961,"kurt_inten_ch_3":8.18629,"kurt_inten_ch_4":0.88543,"length_ch_1":24.86084,"neighbor_avg_dist_ch_1":198.2376,"neighbor_min_dist_ch_1":18.87811,"neighbor_var_dist_ch_1":75.60461,"perim_ch_1":64.9667,"shape_bfr_ch_1":0.72238,"shape_lwr_ch_1":1.8203,"shape_p_2_a_ch_1":1.31863,"skew_inten_ch_1":-0.14774,"skew_inten_ch_3":2.75997,"skew_inten_ch_4":1.22524,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":153084,"total_inten_ch_2":84198,"total_inten_ch_3":1926,"total_inten_ch_4":20292,"var_inten_ch_1":312.46742,"var_inten_ch_3":15.65432,"var_inten_ch_4":106.48754,"width_ch_1":13.65757}
{"case":"Test","class":"PS","angle_ch_1":88.32073,"area_ch_1":150,"avg_inten_ch_1":72.42361,"avg_inten_ch_2":32.52778,"avg_inten_ch_3":135.95139,"avg_inten_ch_4":11.84028,"convex_hull_area_ratio_ch_1":1.0384,"convex_hull_perim_ratio_ch_1":0.96159,"diff_inten_density_ch_1":53.21961,"diff_inten_density_ch_3":73.5098,"diff_inten_density_ch_4":20.77255,"entropy_inten_ch_1":6.24521,"entropy_inten_ch_3":6.64177,"entropy_inten_ch_4":3.66617,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":3.41171,"eq_ellipse_oblate_vol_ch_1":261.06666,"eq_ellipse_prolate_vol_ch_1":76.52074,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.4961,"fiber_align_2_ch_4":1.73898,"fiber_length_ch_1":23.21341,"fiber_width_ch_1":6.76186,"inten_cooc_asm_ch_3":0.01107,"inten_cooc_asm_ch_4":0.11281,"inten_cooc_contrast_ch_3":7.24463,"inten_cooc_contrast_ch_4":8.8069,"inten_cooc_entropy_ch_3":6.79386,"inten_cooc_entropy_ch_4":4.87378,"inten_cooc_max_ch_3":0.04478,"inten_cooc_max_ch_4":0.34711,"kurt_inten_ch_1":-0.84405,"kurt_inten_ch_3":-0.79349,"kurt_inten_ch_4":5.56175,"length_ch_1":23.68752,"neighbor_avg_dist_ch_1":228.74823,"neighbor_min_dist_ch_1":24.16277,"neighbor_var_dist_ch_1":109.12282,"perim_ch_1":59.95055,"shape_bfr_ch_1":0.82394,"shape_lwr_ch_1":3.06292,"shape_p_2_a_ch_1":1.82209,"skew_inten_ch_1":0.05153,"skew_inten_ch_3":0.22307,"skew_inten_ch_4":2.19599,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10429,"total_inten_ch_2":4541,"total_inten_ch_3":19577,"total_inten_ch_4":1705,"var_inten_ch_1":32.82986,"var_inten_ch_3":92.77993,"var_inten_ch_4":18.74265,"width_ch_1":7.73363}
{"case":"Test","class":"PS","angle_ch_1":58.57627,"area_ch_1":189,"avg_inten_ch_1":66.75691,"avg_inten_ch_2":1,"avg_inten_ch_3":173.31492,"avg_inten_ch_4":89.72928,"convex_hull_area_ratio_ch_1":1.30691,"convex_hull_perim_ratio_ch_1":0.87127,"diff_inten_density_ch_1":74.94249,"diff_inten_density_ch_3":176.73163,"diff_inten_density_ch_4":74.91693,"entropy_inten_ch_1":6.52864,"entropy_inten_ch_3":6.93916,"entropy_inten_ch_4":5.00978,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":2.54317,"eq_ellipse_oblate_vol_ch_1":317.63417,"eq_ellipse_prolate_vol_ch_1":124.89688,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.46989,"fiber_align_2_ch_4":1.34102,"fiber_length_ch_1":33.99462,"fiber_width_ch_1":6.02802,"inten_cooc_asm_ch_3":0.00742,"inten_cooc_asm_ch_4":0.08885,"inten_cooc_contrast_ch_3":19.25002,"inten_cooc_contrast_ch_4":4.51292,"inten_cooc_entropy_ch_3":7.26212,"inten_cooc_entropy_ch_4":5.37206,"inten_cooc_max_ch_3":0.01935,"inten_cooc_max_ch_4":0.29747,"kurt_inten_ch_1":0.93715,"kurt_inten_ch_3":0.34019,"kurt_inten_ch_4":-0.57726,"length_ch_1":28.44053,"neighbor_avg_dist_ch_1":167.88903,"neighbor_min_dist_ch_1":31.80408,"neighbor_var_dist_ch_1":91.89951,"perim_ch_1":80.04528,"shape_bfr_ch_1":0.48393,"shape_lwr_ch_1":2.06322,"shape_p_2_a_ch_1":2.48814,"skew_inten_ch_1":1.13714,"skew_inten_ch_3":0.95897,"skew_inten_ch_4":0.85502,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":12083,"total_inten_ch_2":1,"total_inten_ch_3":31370,"total_inten_ch_4":16241,"var_inten_ch_1":53.97899,"var_inten_ch_3":138.08887,"var_inten_ch_4":102.97996,"width_ch_1":13.78454}
{"case":"Test","class":"PS","angle_ch_1":107.36242,"area_ch_1":314,"avg_inten_ch_1":22.27,"avg_inten_ch_2":24.25333,"avg_inten_ch_3":15.67,"avg_inten_ch_4":24.62333,"convex_hull_area_ratio_ch_1":1.60433,"convex_hull_perim_ratio_ch_1":0.72533,"diff_inten_density_ch_1":38.08812,"diff_inten_density_ch_3":21.43678,"diff_inten_density_ch_4":28.45211,"entropy_inten_ch_1":5.61857,"entropy_inten_ch_3":4.7783,"entropy_inten_ch_4":5.59756,"eq_circ_diam_ch_1":20.00944,"eq_ellipse_lwr_ch_1":2.31381,"eq_ellipse_oblate_vol_ch_1":646.49879,"eq_ellipse_prolate_vol_ch_1":279.4082,"eq_sphere_area_ch_1":1257.82313,"eq_sphere_vol_ch_1":4194.72194,"fiber_align_2_ch_3":1.52081,"fiber_align_2_ch_4":1,"fiber_length_ch_1":56.90923,"fiber_width_ch_1":5.9584,"inten_cooc_asm_ch_3":0.02877,"inten_cooc_asm_ch_4":0.00545,"inten_cooc_contrast_ch_3":21.89775,"inten_cooc_contrast_ch_4":34.63345,"inten_cooc_entropy_ch_3":6.74363,"inten_cooc_entropy_ch_4":7.7274,"inten_cooc_max_ch_3":0.1597,"inten_cooc_max_ch_4":0.01521,"kurt_inten_ch_1":-0.02142,"kurt_inten_ch_3":-0.50307,"kurt_inten_ch_4":0.01262,"length_ch_1":36.95031,"neighbor_avg_dist_ch_1":191.71915,"neighbor_min_dist_ch_1":20.8817,"neighbor_var_dist_ch_1":87.49752,"perim_ch_1":125.73526,"shape_bfr_ch_1":0.41472,"shape_lwr_ch_1":1.80066,"shape_p_2_a_ch_1":3.71013,"skew_inten_ch_1":0.66049,"skew_inten_ch_3":0.62709,"skew_inten_ch_4":0.46703,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":13,"total_inten_ch_1":6681,"total_inten_ch_2":6977,"total_inten_ch_3":4701,"total_inten_ch_4":7387,"var_inten_ch_1":17.50858,"var_inten_ch_3":14.31716,"var_inten_ch_4":15.2504,"width_ch_1":20.52038}
{"case":"Train","class":"WS","angle_ch_1":12.55721,"area_ch_1":274,"avg_inten_ch_1":236.19084,"avg_inten_ch_2":183.70992,"avg_inten_ch_3":46.68702,"avg_inten_ch_4":93.29008,"convex_hull_area_ratio_ch_1":1.02407,"convex_hull_perim_ratio_ch_1":0.97357,"diff_inten_density_ch_1":95.08197,"diff_inten_density_ch_3":57.02869,"diff_inten_density_ch_4":46.10656,"entropy_inten_ch_1":7.50944,"entropy_inten_ch_3":4.28429,"entropy_inten_ch_4":6.37795,"eq_circ_diam_ch_1":18.69928,"eq_ellipse_lwr_ch_1":1.27938,"eq_ellipse_oblate_vol_ch_1":392.34981,"eq_ellipse_prolate_vol_ch_1":306.67158,"eq_sphere_area_ch_1":1098.49887,"eq_sphere_vol_ch_1":3423.52287,"fiber_align_2_ch_3":1.10511,"fiber_align_2_ch_4":1.39708,"fiber_length_ch_1":16.02964,"fiber_width_ch_1":16.02964,"inten_cooc_asm_ch_3":0.17967,"inten_cooc_asm_ch_4":0.03047,"inten_cooc_contrast_ch_3":3.44368,"inten_cooc_contrast_ch_4":5.58006,"inten_cooc_entropy_ch_3":4.50424,"inten_cooc_entropy_ch_4":6.37052,"inten_cooc_max_ch_3":0.42975,"inten_cooc_max_ch_4":0.15041,"kurt_inten_ch_1":-0.23185,"kurt_inten_ch_3":17.15308,"kurt_inten_ch_4":-0.60704,"length_ch_1":22.2123,"neighbor_avg_dist_ch_1":214.44719,"neighbor_min_dist_ch_1":28.9758,"neighbor_var_dist_ch_1":104.37796,"perim_ch_1":64.11855,"shape_bfr_ch_1":0.69577,"shape_lwr_ch_1":1.25,"shape_p_2_a_ch_1":1.15599,"skew_inten_ch_1":0.4555,"skew_inten_ch_3":3.74713,"skew_inten_ch_4":0.40309,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":61882,"total_inten_ch_2":47871,"total_inten_ch_3":12232,"total_inten_ch_4":24442,"var_inten_ch_1":129.756,"var_inten_ch_3":97.71954,"var_inten_ch_4":74.16265,"width_ch_1":17.76984}
{"case":"Test","class":"PS","angle_ch_1":105.49315,"area_ch_1":189,"avg_inten_ch_1":49.30939,"avg_inten_ch_2":7.41436,"avg_inten_ch_3":116.25414,"avg_inten_ch_4":34.70718,"convex_hull_area_ratio_ch_1":1.14877,"convex_hull_perim_ratio_ch_1":0.87989,"diff_inten_density_ch_1":56.88125,"diff_inten_density_ch_3":101.43125,"diff_inten_density_ch_4":24.3875,"entropy_inten_ch_1":6.32989,"entropy_inten_ch_3":6.83101,"entropy_inten_ch_4":4.83008,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":2.29975,"eq_ellipse_oblate_vol_ch_1":302.05084,"eq_ellipse_prolate_vol_ch_1":131.34053,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.76359,"fiber_align_2_ch_4":1.49592,"fiber_length_ch_1":28.0767,"fiber_width_ch_1":7.21459,"inten_cooc_asm_ch_3":0.00891,"inten_cooc_asm_ch_4":0.10535,"inten_cooc_contrast_ch_3":11.07118,"inten_cooc_contrast_ch_4":4.93987,"inten_cooc_entropy_ch_3":7.05356,"inten_cooc_entropy_ch_4":5.17598,"inten_cooc_max_ch_3":0.02469,"inten_cooc_max_ch_4":0.32278,"kurt_inten_ch_1":2.89076,"kurt_inten_ch_3":2.51384,"kurt_inten_ch_4":-0.89822,"length_ch_1":25.42679,"neighbor_avg_dist_ch_1":180.29453,"neighbor_min_dist_ch_1":58.63489,"neighbor_var_dist_ch_1":61.41377,"perim_ch_1":70.58258,"shape_bfr_ch_1":0.58714,"shape_lwr_ch_1":2.00081,"shape_p_2_a_ch_1":1.95715,"skew_inten_ch_1":1.67698,"skew_inten_ch_3":1.70211,"skew_inten_ch_4":0.57545,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8925,"total_inten_ch_2":1162,"total_inten_ch_3":21042,"total_inten_ch_4":6282,"var_inten_ch_1":44.22273,"var_inten_ch_3":115.1587,"var_inten_ch_4":34.5776,"width_ch_1":12.70823}
{"case":"Train","class":"PS","angle_ch_1":75.4955,"area_ch_1":232,"avg_inten_ch_1":31.62613,"avg_inten_ch_2":3.91892,"avg_inten_ch_3":30.00901,"avg_inten_ch_4":70.6036,"convex_hull_area_ratio_ch_1":1.18008,"convex_hull_perim_ratio_ch_1":0.8783,"diff_inten_density_ch_1":39.35294,"diff_inten_density_ch_3":27.35294,"diff_inten_density_ch_4":34.38107,"entropy_inten_ch_1":5.8331,"entropy_inten_ch_3":5.17652,"entropy_inten_ch_4":6.40356,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":3.67632,"eq_ellipse_oblate_vol_ch_1":518.7493,"eq_ellipse_prolate_vol_ch_1":141.10568,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.66615,"fiber_align_2_ch_4":1.13961,"fiber_length_ch_1":37.88887,"fiber_width_ch_1":6.52888,"inten_cooc_asm_ch_3":0.04609,"inten_cooc_asm_ch_4":0.02024,"inten_cooc_contrast_ch_3":8.07756,"inten_cooc_contrast_ch_4":4.76352,"inten_cooc_entropy_ch_3":5.99639,"inten_cooc_entropy_ch_4":6.48019,"inten_cooc_max_ch_3":0.21277,"inten_cooc_max_ch_4":0.1117,"kurt_inten_ch_1":-0.32413,"kurt_inten_ch_3":1.44154,"kurt_inten_ch_4":0.22985,"length_ch_1":35.27309,"neighbor_avg_dist_ch_1":259.34839,"neighbor_min_dist_ch_1":35.84796,"neighbor_var_dist_ch_1":124.26216,"perim_ch_1":88.83549,"shape_bfr_ch_1":0.53024,"shape_lwr_ch_1":2.83512,"shape_p_2_a_ch_1":2.53869,"skew_inten_ch_1":0.42825,"skew_inten_ch_3":1.35777,"skew_inten_ch_4":0.76802,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":7021,"total_inten_ch_2":649,"total_inten_ch_3":6662,"total_inten_ch_4":15674,"var_inten_ch_1":20.39166,"var_inten_ch_3":33.58987,"var_inten_ch_4":56.19741,"width_ch_1":12.44148}
{"case":"Train","class":"WS","angle_ch_1":41.69237,"area_ch_1":181,"avg_inten_ch_1":362.46821,"avg_inten_ch_2":346.38728,"avg_inten_ch_3":175.36416,"avg_inten_ch_4":440.82081,"convex_hull_area_ratio_ch_1":1.02762,"convex_hull_perim_ratio_ch_1":0.97168,"diff_inten_density_ch_1":116.55696,"diff_inten_density_ch_3":73.39241,"diff_inten_density_ch_4":208.10127,"entropy_inten_ch_1":7.13972,"entropy_inten_ch_3":6.8427,"entropy_inten_ch_4":7.12379,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":1.03823,"eq_ellipse_oblate_vol_ch_1":189.64345,"eq_ellipse_prolate_vol_ch_1":182.66005,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.48328,"fiber_align_2_ch_4":1.70244,"fiber_length_ch_1":12.95821,"fiber_width_ch_1":12.95821,"inten_cooc_asm_ch_3":0.00748,"inten_cooc_asm_ch_4":0.00816,"inten_cooc_contrast_ch_3":16.11076,"inten_cooc_contrast_ch_4":12.88924,"inten_cooc_entropy_ch_3":7.26983,"inten_cooc_entropy_ch_4":7.15878,"inten_cooc_max_ch_3":0.02532,"inten_cooc_max_ch_4":0.03165,"kurt_inten_ch_1":-0.68375,"kurt_inten_ch_3":0.87234,"kurt_inten_ch_4":-1.14496,"length_ch_1":16.74825,"neighbor_avg_dist_ch_1":166.51008,"neighbor_min_dist_ch_1":18.54198,"neighbor_var_dist_ch_1":69.72485,"perim_ch_1":51.83283,"shape_bfr_ch_1":0.69989,"shape_lwr_ch_1":1.08264,"shape_p_2_a_ch_1":1.12689,"skew_inten_ch_1":-0.45566,"skew_inten_ch_3":1.03309,"skew_inten_ch_4":-0.29536,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":62707,"total_inten_ch_2":59753,"total_inten_ch_3":30338,"total_inten_ch_4":76262,"var_inten_ch_1":145.90743,"var_inten_ch_3":74.36669,"var_inten_ch_4":236.00643,"width_ch_1":15.46986}
{"case":"Test","class":"PS","angle_ch_1":172.19285,"area_ch_1":190,"avg_inten_ch_1":96.75824,"avg_inten_ch_2":6.31319,"avg_inten_ch_3":255.05495,"avg_inten_ch_4":1.30769,"convex_hull_area_ratio_ch_1":1.19104,"convex_hull_perim_ratio_ch_1":0.95539,"diff_inten_density_ch_1":61.11285,"diff_inten_density_ch_3":126.16614,"diff_inten_density_ch_4":2.60502,"entropy_inten_ch_1":6.79184,"entropy_inten_ch_3":7.16368,"entropy_inten_ch_4":0.53827,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":5.86666,"eq_ellipse_oblate_vol_ch_1":486.43398,"eq_ellipse_prolate_vol_ch_1":82.91505,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.71075,"fiber_align_2_ch_4":1.32645,"fiber_length_ch_1":35.45118,"fiber_width_ch_1":5.61034,"inten_cooc_asm_ch_3":0.01062,"inten_cooc_asm_ch_4":0.86784,"inten_cooc_contrast_ch_3":9.53461,"inten_cooc_contrast_ch_4":0.03444,"inten_cooc_entropy_ch_3":6.7936,"inten_cooc_entropy_ch_4":0.49007,"inten_cooc_max_ch_3":0.02924,"inten_cooc_max_ch_4":0.93567,"kurt_inten_ch_1":-0.60875,"kurt_inten_ch_3":-0.68137,"kurt_inten_ch_4":26.29706,"length_ch_1":35.46038,"neighbor_avg_dist_ch_1":188.65267,"neighbor_min_dist_ch_1":39.87603,"neighbor_var_dist_ch_1":107.40898,"perim_ch_1":82.12304,"shape_bfr_ch_1":0.69011,"shape_lwr_ch_1":4.54877,"shape_p_2_a_ch_1":2.69835,"skew_inten_ch_1":0.04579,"skew_inten_ch_3":0.05128,"skew_inten_ch_4":5.10435,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":17610,"total_inten_ch_2":968,"total_inten_ch_3":46420,"total_inten_ch_4":238,"var_inten_ch_1":54.84921,"var_inten_ch_3":147.26521,"var_inten_ch_4":6.08582,"width_ch_1":7.79561}
{"case":"Train","class":"WS","angle_ch_1":20.56087,"area_ch_1":418,"avg_inten_ch_1":145.77694,"avg_inten_ch_2":396.68421,"avg_inten_ch_3":258.83208,"avg_inten_ch_4":349.91479,"convex_hull_area_ratio_ch_1":1.02203,"convex_hull_perim_ratio_ch_1":0.97272,"diff_inten_density_ch_1":73.00265,"diff_inten_density_ch_3":116.75597,"diff_inten_density_ch_4":272.97347,"entropy_inten_ch_1":7.35985,"entropy_inten_ch_3":7.51164,"entropy_inten_ch_4":5.01612,"eq_circ_diam_ch_1":23.07601,"eq_ellipse_lwr_ch_1":1.09508,"eq_ellipse_oblate_vol_ch_1":682.18798,"eq_ellipse_prolate_vol_ch_1":622.9565,"eq_sphere_area_ch_1":1672.90476,"eq_sphere_vol_ch_1":6433.99382,"fiber_align_2_ch_3":1.32975,"fiber_align_2_ch_4":1.1705,"fiber_length_ch_1":19.67507,"fiber_width_ch_1":19.67507,"inten_cooc_asm_ch_3":0.01223,"inten_cooc_asm_ch_4":0.16863,"inten_cooc_contrast_ch_3":10.23808,"inten_cooc_contrast_ch_4":2.12677,"inten_cooc_entropy_ch_3":7.18297,"inten_cooc_entropy_ch_4":4.6221,"inten_cooc_max_ch_3":0.07713,"inten_cooc_max_ch_4":0.4127,"kurt_inten_ch_1":-0.46084,"kurt_inten_ch_3":-0.30219,"kurt_inten_ch_4":1.6285,"length_ch_1":25.64327,"neighbor_avg_dist_ch_1":176.72912,"neighbor_min_dist_ch_1":36.19713,"neighbor_var_dist_ch_1":86.71396,"perim_ch_1":78.7003,"shape_bfr_ch_1":0.68394,"shape_lwr_ch_1":1.07536,"shape_p_2_a_ch_1":1.15109,"skew_inten_ch_1":-0.23494,"skew_inten_ch_3":0.04319,"skew_inten_ch_4":1.56861,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":58165,"total_inten_ch_2":157879,"total_inten_ch_3":103274,"total_inten_ch_4":139616,"var_inten_ch_1":75.06494,"var_inten_ch_3":151.0019,"var_inten_ch_4":520.25958,"width_ch_1":23.84618}
{"case":"Test","class":"PS","angle_ch_1":109.61887,"area_ch_1":714,"avg_inten_ch_1":32.43988,"avg_inten_ch_2":36.34604,"avg_inten_ch_3":11.0088,"avg_inten_ch_4":2.79032,"convex_hull_area_ratio_ch_1":1.3338,"convex_hull_perim_ratio_ch_1":0.88237,"diff_inten_density_ch_1":43.45238,"diff_inten_density_ch_3":15.66508,"diff_inten_density_ch_4":7.14286,"entropy_inten_ch_1":6.18786,"entropy_inten_ch_3":3.37404,"entropy_inten_ch_4":2.11911,"eq_circ_diam_ch_1":30.16938,"eq_ellipse_lwr_ch_1":4.84333,"eq_ellipse_oblate_vol_ch_1":3206.0496,"eq_ellipse_prolate_vol_ch_1":661.95122,"eq_sphere_area_ch_1":2859.45125,"eq_sphere_vol_ch_1":14377.97942,"fiber_align_2_ch_3":1.73444,"fiber_align_2_ch_4":1.46324,"fiber_length_ch_1":78.67911,"fiber_width_ch_1":9.46882,"inten_cooc_asm_ch_3":0.16654,"inten_cooc_asm_ch_4":0.28373,"inten_cooc_contrast_ch_3":6.2319,"inten_cooc_contrast_ch_4":7.24393,"inten_cooc_entropy_ch_3":4.32696,"inten_cooc_entropy_ch_4":3.40382,"inten_cooc_max_ch_3":0.39502,"inten_cooc_max_ch_4":0.52674,"kurt_inten_ch_1":1.48141,"kurt_inten_ch_3":12.46724,"kurt_inten_ch_4":82.71624,"length_ch_1":71.27823,"neighbor_avg_dist_ch_1":172.75896,"neighbor_min_dist_ch_1":30.38835,"neighbor_var_dist_ch_1":87.24842,"perim_ch_1":176.29586,"shape_bfr_ch_1":0.52205,"shape_lwr_ch_1":3.71022,"shape_p_2_a_ch_1":3.31984,"skew_inten_ch_1":1.15923,"skew_inten_ch_3":3.23027,"skew_inten_ch_4":8.06901,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":13,"total_inten_ch_1":22124,"total_inten_ch_2":24107,"total_inten_ch_3":7508,"total_inten_ch_4":1903,"var_inten_ch_1":26.39137,"var_inten_ch_3":24.99718,"var_inten_ch_4":9.97262,"width_ch_1":19.21131}
{"case":"Train","class":"WS","angle_ch_1":90.56136,"area_ch_1":370,"avg_inten_ch_1":24.71671,"avg_inten_ch_2":198.48159,"avg_inten_ch_3":20.32861,"avg_inten_ch_4":92.29745,"convex_hull_area_ratio_ch_1":1.1706,"convex_hull_perim_ratio_ch_1":0.86288,"diff_inten_density_ch_1":41.06801,"diff_inten_density_ch_3":18.63215,"diff_inten_density_ch_4":59.04637,"entropy_inten_ch_1":5.69855,"entropy_inten_ch_3":4.66528,"entropy_inten_ch_4":6.01348,"eq_circ_diam_ch_1":21.70509,"eq_ellipse_lwr_ch_1":1.13062,"eq_ellipse_oblate_vol_ch_1":576.82096,"eq_ellipse_prolate_vol_ch_1":510.18324,"eq_sphere_area_ch_1":1480.03855,"eq_sphere_vol_ch_1":5354.06148,"fiber_align_2_ch_3":1.41962,"fiber_align_2_ch_4":1.43791,"fiber_length_ch_1":37.61948,"fiber_width_ch_1":10.33015,"inten_cooc_asm_ch_3":0.11578,"inten_cooc_asm_ch_4":0.06892,"inten_cooc_contrast_ch_3":6.40218,"inten_cooc_contrast_ch_4":5.0466,"inten_cooc_entropy_ch_3":5.41815,"inten_cooc_entropy_ch_4":5.87249,"inten_cooc_max_ch_3":0.33437,"inten_cooc_max_ch_4":0.25387,"kurt_inten_ch_1":-0.17437,"kurt_inten_ch_3":-0.33031,"kurt_inten_ch_4":-0.70482,"length_ch_1":28.72547,"neighbor_avg_dist_ch_1":245.98718,"neighbor_min_dist_ch_1":32.52106,"neighbor_var_dist_ch_1":136.78402,"perim_ch_1":95.89926,"shape_bfr_ch_1":0.52297,"shape_lwr_ch_1":1.16626,"shape_p_2_a_ch_1":1.88321,"skew_inten_ch_1":0.58235,"skew_inten_ch_3":0.87184,"skew_inten_ch_4":0.76925,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8725,"total_inten_ch_2":69712,"total_inten_ch_3":7176,"total_inten_ch_4":32581,"var_inten_ch_1":18.6605,"var_inten_ch_3":22.70852,"var_inten_ch_4":96.58371,"width_ch_1":24.63043}
{"case":"Train","class":"PS","angle_ch_1":87.1539,"area_ch_1":385,"avg_inten_ch_1":243.13859,"avg_inten_ch_2":431.9538,"avg_inten_ch_3":110.77989,"avg_inten_ch_4":518.73098,"convex_hull_area_ratio_ch_1":1.09091,"convex_hull_perim_ratio_ch_1":0.94538,"diff_inten_density_ch_1":104.0655,"diff_inten_density_ch_3":100.89811,"diff_inten_density_ch_4":237.52984,"entropy_inten_ch_1":7.82671,"entropy_inten_ch_3":4.64229,"entropy_inten_ch_4":8.08119,"eq_circ_diam_ch_1":22.16145,"eq_ellipse_lwr_ch_1":2.17135,"eq_ellipse_oblate_vol_ch_1":850.86048,"eq_ellipse_prolate_vol_ch_1":391.85754,"eq_sphere_area_ch_1":1542.92971,"eq_sphere_vol_ch_1":5698.92608,"fiber_align_2_ch_3":1.43506,"fiber_align_2_ch_4":1.29342,"fiber_length_ch_1":30.01823,"fiber_width_ch_1":13.2515,"inten_cooc_asm_ch_3":0.19508,"inten_cooc_asm_ch_4":0.00805,"inten_cooc_contrast_ch_3":2.37235,"inten_cooc_contrast_ch_4":7.74708,"inten_cooc_entropy_ch_3":4.3206,"inten_cooc_entropy_ch_4":7.26543,"inten_cooc_max_ch_3":0.43553,"inten_cooc_max_ch_4":0.02865,"kurt_inten_ch_1":-0.66358,"kurt_inten_ch_3":7.05288,"kurt_inten_ch_4":-0.92034,"length_ch_1":30.98141,"neighbor_avg_dist_ch_1":239.97685,"neighbor_min_dist_ch_1":26.57964,"neighbor_var_dist_ch_1":111.25327,"perim_ch_1":86.53946,"shape_bfr_ch_1":0.74935,"shape_lwr_ch_1":1.86467,"shape_p_2_a_ch_1":1.49819,"skew_inten_ch_1":0.13754,"skew_inten_ch_3":2.62551,"skew_inten_ch_4":0.31835,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":89475,"total_inten_ch_2":158592,"total_inten_ch_3":40767,"total_inten_ch_4":190893,"var_inten_ch_1":116.28729,"var_inten_ch_3":208.82752,"var_inten_ch_4":326.87775,"width_ch_1":16.61492}
{"case":"Train","class":"PS","angle_ch_1":138.79019,"area_ch_1":153,"avg_inten_ch_1":19.5411,"avg_inten_ch_2":5.55479,"avg_inten_ch_3":32.33562,"avg_inten_ch_4":3.9726,"convex_hull_area_ratio_ch_1":1.27442,"convex_hull_perim_ratio_ch_1":0.72174,"diff_inten_density_ch_1":30.71311,"diff_inten_density_ch_3":32.59836,"diff_inten_density_ch_4":8.7541,"entropy_inten_ch_1":5.18748,"entropy_inten_ch_3":5.68666,"entropy_inten_ch_4":3.46708,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.39339,"eq_ellipse_oblate_vol_ch_1":170.32841,"eq_ellipse_prolate_vol_ch_1":122.24034,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":33.0772,"fiber_width_ch_1":5.10986,"inten_cooc_asm_ch_3":0.00759,"inten_cooc_asm_ch_4":0.01935,"inten_cooc_contrast_ch_3":28.70082,"inten_cooc_contrast_ch_4":20.82377,"inten_cooc_entropy_ch_3":7.21127,"inten_cooc_entropy_ch_4":6.22652,"inten_cooc_max_ch_3":0.01639,"inten_cooc_max_ch_4":0.09016,"kurt_inten_ch_1":2.19532,"kurt_inten_ch_3":-0.3601,"kurt_inten_ch_4":0.39775,"length_ch_1":17.33662,"neighbor_avg_dist_ch_1":265.07101,"neighbor_min_dist_ch_1":14.22322,"neighbor_var_dist_ch_1":97.49733,"perim_ch_1":76.37412,"shape_bfr_ch_1":0.59523,"shape_lwr_ch_1":1.16902,"shape_p_2_a_ch_1":2.74626,"skew_inten_ch_1":1.04208,"skew_inten_ch_3":0.42992,"skew_inten_ch_4":0.91252,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":2853,"total_inten_ch_2":666,"total_inten_ch_3":4721,"total_inten_ch_4":580,"var_inten_ch_1":14.3327,"var_inten_ch_3":20.07768,"var_inten_ch_4":3.81767,"width_ch_1":14.83002}
{"case":"Test","class":"WS","angle_ch_1":24.6572,"area_ch_1":238,"avg_inten_ch_1":264.66667,"avg_inten_ch_2":333.07456,"avg_inten_ch_3":24.46491,"avg_inten_ch_4":177.00877,"convex_hull_area_ratio_ch_1":1.04832,"convex_hull_perim_ratio_ch_1":0.96251,"diff_inten_density_ch_1":104.45714,"diff_inten_density_ch_3":24.63333,"diff_inten_density_ch_4":116.89524,"entropy_inten_ch_1":7.44245,"entropy_inten_ch_3":3.60398,"entropy_inten_ch_4":6.24397,"eq_circ_diam_ch_1":17.44382,"eq_ellipse_lwr_ch_1":1.41636,"eq_ellipse_oblate_vol_ch_1":335.12847,"eq_ellipse_prolate_vol_ch_1":236.61176,"eq_sphere_area_ch_1":955.94558,"eq_sphere_vol_ch_1":2779.22409,"fiber_align_2_ch_3":1.67598,"fiber_align_2_ch_4":1.68695,"fiber_length_ch_1":15.4299,"fiber_width_ch_1":15.4299,"inten_cooc_asm_ch_3":0.25105,"inten_cooc_asm_ch_4":0.05016,"inten_cooc_contrast_ch_3":2.68823,"inten_cooc_contrast_ch_4":7.68972,"inten_cooc_entropy_ch_3":3.87501,"inten_cooc_entropy_ch_4":6.19476,"inten_cooc_max_ch_3":0.5,"inten_cooc_max_ch_4":0.21226,"kurt_inten_ch_1":-0.84322,"kurt_inten_ch_3":5.5412,"kurt_inten_ch_4":-0.82812,"length_ch_1":21.59902,"neighbor_avg_dist_ch_1":198.03499,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":85.91108,"perim_ch_1":61.71961,"shape_bfr_ch_1":0.69084,"shape_lwr_ch_1":1.34857,"shape_p_2_a_ch_1":1.21512,"skew_inten_ch_1":-0.34174,"skew_inten_ch_3":2.37873,"skew_inten_ch_4":0.38819,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":60344,"total_inten_ch_2":75714,"total_inten_ch_3":5578,"total_inten_ch_4":40358,"var_inten_ch_1":126.44423,"var_inten_ch_3":45.30069,"var_inten_ch_4":148.88165,"width_ch_1":16.01627}
{"case":"Test","class":"PS","angle_ch_1":94.63222,"area_ch_1":274,"avg_inten_ch_1":68.44656,"avg_inten_ch_2":190.32824,"avg_inten_ch_3":142.12595,"avg_inten_ch_4":293.08397,"convex_hull_area_ratio_ch_1":1.38998,"convex_hull_perim_ratio_ch_1":0.80039,"diff_inten_density_ch_1":67.41394,"diff_inten_density_ch_3":129.33551,"diff_inten_density_ch_4":200.08061,"entropy_inten_ch_1":6.78107,"entropy_inten_ch_3":6.81044,"entropy_inten_ch_4":7.24945,"eq_circ_diam_ch_1":18.69928,"eq_ellipse_lwr_ch_1":2.59974,"eq_ellipse_oblate_vol_ch_1":559.29188,"eq_ellipse_prolate_vol_ch_1":215.13371,"eq_sphere_area_ch_1":1098.49887,"eq_sphere_vol_ch_1":3423.52287,"fiber_align_2_ch_3":1.01307,"fiber_align_2_ch_4":1.10886,"fiber_length_ch_1":49.39751,"fiber_width_ch_1":5.93082,"inten_cooc_asm_ch_3":0.01118,"inten_cooc_asm_ch_4":0.0081,"inten_cooc_contrast_ch_3":12.7945,"inten_cooc_contrast_ch_4":14.91774,"inten_cooc_entropy_ch_3":7.13367,"inten_cooc_entropy_ch_4":7.27986,"inten_cooc_max_ch_3":0.06809,"inten_cooc_max_ch_4":0.0383,"kurt_inten_ch_1":5.86115,"kurt_inten_ch_3":6.90269,"kurt_inten_ch_4":-0.70199,"length_ch_1":36.9848,"neighbor_avg_dist_ch_1":205.44126,"neighbor_min_dist_ch_1":32.96921,"neighbor_var_dist_ch_1":89.57647,"perim_ch_1":110.65667,"shape_bfr_ch_1":0.46583,"shape_lwr_ch_1":2.32023,"shape_p_2_a_ch_1":3.326,"skew_inten_ch_1":1.58629,"skew_inten_ch_3":1.77071,"skew_inten_ch_4":0.15784,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":17933,"total_inten_ch_2":49605,"total_inten_ch_3":37237,"total_inten_ch_4":76788,"var_inten_ch_1":47.6741,"var_inten_ch_3":127.09381,"var_inten_ch_4":185.51793,"width_ch_1":15.94016}
{"case":"Train","class":"PS","angle_ch_1":118.04239,"area_ch_1":171,"avg_inten_ch_1":68.01829,"avg_inten_ch_2":244.92683,"avg_inten_ch_3":108.12195,"avg_inten_ch_4":79.25,"convex_hull_area_ratio_ch_1":1.10688,"convex_hull_perim_ratio_ch_1":0.94829,"diff_inten_density_ch_1":59.89865,"diff_inten_density_ch_3":67.60811,"diff_inten_density_ch_4":80.93919,"entropy_inten_ch_1":6.43263,"entropy_inten_ch_3":5.25808,"entropy_inten_ch_4":6.16134,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":1.34609,"eq_ellipse_oblate_vol_ch_1":199.30791,"eq_ellipse_prolate_vol_ch_1":148.06421,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.4622,"fiber_align_2_ch_4":1.48324,"fiber_length_ch_1":18.86387,"fiber_width_ch_1":9.48786,"inten_cooc_asm_ch_3":0.08943,"inten_cooc_asm_ch_4":0.01744,"inten_cooc_contrast_ch_3":5.42176,"inten_cooc_contrast_ch_4":19.97397,"inten_cooc_entropy_ch_3":5.44278,"inten_cooc_entropy_ch_4":6.89978,"inten_cooc_max_ch_3":0.29801,"inten_cooc_max_ch_4":0.10596,"kurt_inten_ch_1":-0.79375,"kurt_inten_ch_3":-0.95266,"kurt_inten_ch_4":0.01439,"length_ch_1":20.59692,"neighbor_avg_dist_ch_1":251.16489,"neighbor_min_dist_ch_1":26.93222,"neighbor_var_dist_ch_1":126.16296,"perim_ch_1":56.70346,"shape_bfr_ch_1":0.53307,"shape_lwr_ch_1":1.31555,"shape_p_2_a_ch_1":1.42958,"skew_inten_ch_1":0.51395,"skew_inten_ch_3":0.43225,"skew_inten_ch_4":0.66124,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":11155,"total_inten_ch_2":40005,"total_inten_ch_3":17732,"total_inten_ch_4":12997,"var_inten_ch_1":47.56939,"var_inten_ch_3":98.646,"var_inten_ch_4":63.97802,"width_ch_1":15.65655}
{"case":"Test","class":"PS","angle_ch_1":76.59935,"area_ch_1":153,"avg_inten_ch_1":59.11644,"avg_inten_ch_2":1.19178,"avg_inten_ch_3":137.23288,"avg_inten_ch_4":34.43151,"convex_hull_area_ratio_ch_1":1.15249,"convex_hull_perim_ratio_ch_1":0.88424,"diff_inten_density_ch_1":59.07812,"diff_inten_density_ch_3":125.42188,"diff_inten_density_ch_4":29.89844,"entropy_inten_ch_1":6.31819,"entropy_inten_ch_3":6.76852,"entropy_inten_ch_4":4.92018,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.86583,"eq_ellipse_oblate_vol_ch_1":197.09987,"eq_ellipse_prolate_vol_ch_1":105.63683,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.03249,"fiber_align_2_ch_4":1.46785,"fiber_length_ch_1":22.74676,"fiber_width_ch_1":7.17706,"inten_cooc_asm_ch_3":0.00868,"inten_cooc_asm_ch_4":0.07032,"inten_cooc_contrast_ch_3":17.53822,"inten_cooc_contrast_ch_4":6.47167,"inten_cooc_entropy_ch_3":7.05078,"inten_cooc_entropy_ch_4":5.6256,"inten_cooc_max_ch_3":0.02308,"inten_cooc_max_ch_4":0.26923,"kurt_inten_ch_1":1.03848,"kurt_inten_ch_3":2.68238,"kurt_inten_ch_4":-1.05845,"length_ch_1":19.87186,"neighbor_avg_dist_ch_1":178.56258,"neighbor_min_dist_ch_1":24.91036,"neighbor_var_dist_ch_1":78.64749,"perim_ch_1":59.84765,"shape_bfr_ch_1":0.64947,"shape_lwr_ch_1":1.67588,"shape_p_2_a_ch_1":1.74588,"skew_inten_ch_1":1.20365,"skew_inten_ch_3":1.59046,"skew_inten_ch_4":0.54317,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8631,"total_inten_ch_2":29,"total_inten_ch_3":20036,"total_inten_ch_4":5027,"var_inten_ch_1":50.3804,"var_inten_ch_3":117.0872,"var_inten_ch_4":34.59747,"width_ch_1":11.85756}
{"case":"Train","class":"PS","angle_ch_1":60.80756,"area_ch_1":320,"avg_inten_ch_1":105.84314,"avg_inten_ch_2":303.33987,"avg_inten_ch_3":150.20261,"avg_inten_ch_4":174.47712,"convex_hull_area_ratio_ch_1":1.20687,"convex_hull_perim_ratio_ch_1":0.8621,"diff_inten_density_ch_1":76.26916,"diff_inten_density_ch_3":130.37968,"diff_inten_density_ch_4":122.81462,"entropy_inten_ch_1":7.02862,"entropy_inten_ch_3":6.30433,"entropy_inten_ch_4":6.41526,"eq_circ_diam_ch_1":20.20854,"eq_ellipse_lwr_ch_1":1.16454,"eq_ellipse_oblate_vol_ch_1":472.47637,"eq_ellipse_prolate_vol_ch_1":405.72081,"eq_sphere_area_ch_1":1282.97959,"eq_sphere_vol_ch_1":4321.19073,"fiber_align_2_ch_3":1.43887,"fiber_align_2_ch_4":1.01702,"fiber_length_ch_1":33.19312,"fiber_width_ch_1":10.11298,"inten_cooc_asm_ch_3":0.04404,"inten_cooc_asm_ch_4":0.04006,"inten_cooc_contrast_ch_3":7.93335,"inten_cooc_contrast_ch_4":6.32458,"inten_cooc_entropy_ch_3":6.33936,"inten_cooc_entropy_ch_4":6.25963,"inten_cooc_max_ch_3":0.20072,"inten_cooc_max_ch_4":0.1828,"kurt_inten_ch_1":0.54003,"kurt_inten_ch_3":1.28071,"kurt_inten_ch_4":0.41876,"length_ch_1":27.44281,"neighbor_avg_dist_ch_1":296.51201,"neighbor_min_dist_ch_1":50.83088,"neighbor_var_dist_ch_1":141.27046,"perim_ch_1":86.61222,"shape_bfr_ch_1":0.52933,"shape_lwr_ch_1":1.24287,"shape_p_2_a_ch_1":1.77835,"skew_inten_ch_1":0.8422,"skew_inten_ch_3":1.2405,"skew_inten_ch_4":1.06092,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":32388,"total_inten_ch_2":92517,"total_inten_ch_3":45962,"total_inten_ch_4":53390,"var_inten_ch_1":83.77355,"var_inten_ch_3":160.32026,"var_inten_ch_4":181.75109,"width_ch_1":22.08018}
{"case":"Test","class":"PS","angle_ch_1":101.9222,"area_ch_1":243,"avg_inten_ch_1":35.34483,"avg_inten_ch_2":2.28879,"avg_inten_ch_3":85.55603,"avg_inten_ch_4":8.90948,"convex_hull_area_ratio_ch_1":1.24723,"convex_hull_perim_ratio_ch_1":0.90742,"diff_inten_density_ch_1":42.23114,"diff_inten_density_ch_3":50.55231,"diff_inten_density_ch_4":12.382,"entropy_inten_ch_1":6.0397,"entropy_inten_ch_3":6.81476,"entropy_inten_ch_4":3.58628,"eq_circ_diam_ch_1":17.59617,"eq_ellipse_lwr_ch_1":3.14989,"eq_ellipse_oblate_vol_ch_1":512.98068,"eq_ellipse_prolate_vol_ch_1":162.85685,"eq_sphere_area_ch_1":972.71655,"eq_sphere_vol_ch_1":2852.68142,"fiber_align_2_ch_3":1.79468,"fiber_align_2_ch_4":1.14031,"fiber_length_ch_1":37.5357,"fiber_width_ch_1":6.91843,"inten_cooc_asm_ch_3":0.00769,"inten_cooc_asm_ch_4":0.14167,"inten_cooc_contrast_ch_3":12.79126,"inten_cooc_contrast_ch_4":5.13291,"inten_cooc_entropy_ch_3":7.26918,"inten_cooc_entropy_ch_4":4.73897,"inten_cooc_max_ch_3":0.01878,"inten_cooc_max_ch_4":0.37089,"kurt_inten_ch_1":-0.18897,"kurt_inten_ch_3":0.55803,"kurt_inten_ch_4":0.88954,"length_ch_1":35.53916,"neighbor_avg_dist_ch_1":300.23056,"neighbor_min_dist_ch_1":24.76265,"neighbor_var_dist_ch_1":125.61441,"perim_ch_1":88.90825,"shape_bfr_ch_1":0.48216,"shape_lwr_ch_1":2.50426,"shape_p_2_a_ch_1":2.42225,"skew_inten_ch_1":0.53747,"skew_inten_ch_3":1.03159,"skew_inten_ch_4":1.35038,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":8200,"total_inten_ch_2":300,"total_inten_ch_3":19849,"total_inten_ch_4":2067,"var_inten_ch_1":23.34361,"var_inten_ch_3":55.84397,"var_inten_ch_4":12.40882,"width_ch_1":14.1915}
{"case":"Train","class":"WS","angle_ch_1":33.67752,"area_ch_1":182,"avg_inten_ch_1":217.02299,"avg_inten_ch_2":168.2069,"avg_inten_ch_3":438.37356,"avg_inten_ch_4":50.24713,"convex_hull_area_ratio_ch_1":1.03683,"convex_hull_perim_ratio_ch_1":0.97435,"diff_inten_density_ch_1":143.98734,"diff_inten_density_ch_3":305.34177,"diff_inten_density_ch_4":38.75949,"entropy_inten_ch_1":7.12826,"entropy_inten_ch_3":5.89074,"entropy_inten_ch_4":5.92412,"eq_circ_diam_ch_1":15.23873,"eq_ellipse_lwr_ch_1":1.12842,"eq_ellipse_oblate_vol_ch_1":199.4253,"eq_ellipse_prolate_vol_ch_1":176.73013,"eq_sphere_area_ch_1":729.53741,"eq_sphere_vol_ch_1":1852.87093,"fiber_align_2_ch_3":1.69122,"fiber_align_2_ch_4":1.51381,"fiber_length_ch_1":13.4262,"fiber_width_ch_1":13.4262,"inten_cooc_asm_ch_3":0.06457,"inten_cooc_asm_ch_4":0.01117,"inten_cooc_contrast_ch_3":7.94814,"inten_cooc_contrast_ch_4":12.64081,"inten_cooc_entropy_ch_3":5.84783,"inten_cooc_entropy_ch_4":6.96129,"inten_cooc_max_ch_3":0.24841,"inten_cooc_max_ch_4":0.06918,"kurt_inten_ch_1":-0.97001,"kurt_inten_ch_3":-1.11993,"kurt_inten_ch_4":0.01327,"length_ch_1":18.17353,"neighbor_avg_dist_ch_1":223.30119,"neighbor_min_dist_ch_1":19.42542,"neighbor_var_dist_ch_1":115.13548,"perim_ch_1":53.70479,"shape_bfr_ch_1":0.64259,"shape_lwr_ch_1":1.16366,"shape_p_2_a_ch_1":1.1949,"skew_inten_ch_1":0.31352,"skew_inten_ch_3":0.33213,"skew_inten_ch_4":0.61455,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":37762,"total_inten_ch_2":29095,"total_inten_ch_3":76277,"total_inten_ch_4":8743,"var_inten_ch_1":142.13269,"var_inten_ch_3":377.23642,"var_inten_ch_4":39.11583,"width_ch_1":15.61758}
{"case":"Test","class":"PS","angle_ch_1":78.67935,"area_ch_1":153,"avg_inten_ch_1":51.65068,"avg_inten_ch_2":39.28082,"avg_inten_ch_3":38.0137,"avg_inten_ch_4":29.70548,"convex_hull_area_ratio_ch_1":1.12721,"convex_hull_perim_ratio_ch_1":0.91507,"diff_inten_density_ch_1":48.95349,"diff_inten_density_ch_3":40.63566,"diff_inten_density_ch_4":33.97674,"entropy_inten_ch_1":6.24771,"entropy_inten_ch_3":5.76675,"entropy_inten_ch_4":4.84945,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.93267,"eq_ellipse_oblate_vol_ch_1":200.59932,"eq_ellipse_prolate_vol_ch_1":103.79399,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.47734,"fiber_align_2_ch_4":1.33623,"fiber_length_ch_1":21.23763,"fiber_width_ch_1":7.66238,"inten_cooc_asm_ch_3":0.01143,"inten_cooc_asm_ch_4":0.05737,"inten_cooc_contrast_ch_3":19.92875,"inten_cooc_contrast_ch_4":9.12482,"inten_cooc_entropy_ch_3":6.93124,"inten_cooc_entropy_ch_4":5.81278,"inten_cooc_max_ch_3":0.06818,"inten_cooc_max_ch_4":0.24603,"kurt_inten_ch_1":0.33205,"kurt_inten_ch_3":4.2022,"kurt_inten_ch_4":2.40593,"length_ch_1":20.8817,"neighbor_avg_dist_ch_1":270.39765,"neighbor_min_dist_ch_1":21.69413,"neighbor_var_dist_ch_1":123.11849,"perim_ch_1":57.80003,"shape_bfr_ch_1":0.57932,"shape_lwr_ch_1":1.65065,"shape_p_2_a_ch_1":1.63371,"skew_inten_ch_1":0.75121,"skew_inten_ch_3":1.6384,"skew_inten_ch_4":1.54213,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7541,"total_inten_ch_2":5590,"total_inten_ch_3":5550,"total_inten_ch_4":4337,"var_inten_ch_1":32.90014,"var_inten_ch_3":34.77363,"var_inten_ch_4":35.4351,"width_ch_1":12.65058}
{"case":"Train","class":"PS","angle_ch_1":114.1168,"area_ch_1":162,"avg_inten_ch_1":68.6,"avg_inten_ch_2":113.04516,"avg_inten_ch_3":76.74194,"avg_inten_ch_4":276.58065,"convex_hull_area_ratio_ch_1":1.11656,"convex_hull_perim_ratio_ch_1":0.96681,"diff_inten_density_ch_1":48.74638,"diff_inten_density_ch_3":43.15217,"diff_inten_density_ch_4":132.26812,"entropy_inten_ch_1":6.32249,"entropy_inten_ch_3":6.17113,"entropy_inten_ch_4":6.90996,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":2.27352,"eq_ellipse_oblate_vol_ch_1":237.99556,"eq_ellipse_prolate_vol_ch_1":104.68135,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.70623,"fiber_align_2_ch_4":1.53043,"fiber_length_ch_1":22.37607,"fiber_width_ch_1":7.63558,"inten_cooc_asm_ch_3":0.0084,"inten_cooc_asm_ch_4":0.00806,"inten_cooc_contrast_ch_3":21.39358,"inten_cooc_contrast_ch_4":13.83897,"inten_cooc_entropy_ch_3":7.20872,"inten_cooc_entropy_ch_4":7.16394,"inten_cooc_max_ch_3":0.04225,"inten_cooc_max_ch_4":0.02239,"kurt_inten_ch_1":-0.59163,"kurt_inten_ch_3":1.1535,"kurt_inten_ch_4":-0.99208,"length_ch_1":24.22495,"neighbor_avg_dist_ch_1":267.13114,"neighbor_min_dist_ch_1":17.61429,"neighbor_var_dist_ch_1":125.05989,"perim_ch_1":60.02331,"shape_bfr_ch_1":0.55209,"shape_lwr_ch_1":1.99419,"shape_p_2_a_ch_1":1.67804,"skew_inten_ch_1":0.21924,"skew_inten_ch_3":0.79909,"skew_inten_ch_4":-0.36418,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":10633,"total_inten_ch_2":17368,"total_inten_ch_3":11895,"total_inten_ch_4":42870,"var_inten_ch_1":32.41179,"var_inten_ch_3":37.42741,"var_inten_ch_4":132.64933,"width_ch_1":12.14779}
{"case":"Test","class":"PS","angle_ch_1":95.93097,"area_ch_1":184,"avg_inten_ch_1":37.28977,"avg_inten_ch_2":214.67614,"avg_inten_ch_3":71,"avg_inten_ch_4":61.47727,"convex_hull_area_ratio_ch_1":1.1245,"convex_hull_perim_ratio_ch_1":0.91547,"diff_inten_density_ch_1":40.67516,"diff_inten_density_ch_3":56.05096,"diff_inten_density_ch_4":44.98726,"entropy_inten_ch_1":5.99535,"entropy_inten_ch_3":5.09836,"entropy_inten_ch_4":5.16819,"eq_circ_diam_ch_1":15.32606,"eq_ellipse_lwr_ch_1":2.01894,"eq_ellipse_oblate_vol_ch_1":271.36392,"eq_ellipse_prolate_vol_ch_1":134.4092,"eq_sphere_area_ch_1":737.9229,"eq_sphere_vol_ch_1":1884.90861,"fiber_align_2_ch_3":1.54871,"fiber_align_2_ch_4":1.43553,"fiber_length_ch_1":23.90811,"fiber_width_ch_1":8.18755,"inten_cooc_asm_ch_3":0.1026,"inten_cooc_asm_ch_4":0.05811,"inten_cooc_contrast_ch_3":3.98596,"inten_cooc_contrast_ch_4":6.6987,"inten_cooc_entropy_ch_3":5.26037,"inten_cooc_entropy_ch_4":5.93409,"inten_cooc_max_ch_3":0.325,"inten_cooc_max_ch_4":0.23125,"kurt_inten_ch_1":0.69347,"kurt_inten_ch_3":0.91386,"kurt_inten_ch_4":-1.25745,"length_ch_1":22.72061,"neighbor_avg_dist_ch_1":202.21484,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":92.02518,"perim_ch_1":64.19131,"shape_bfr_ch_1":0.61642,"shape_lwr_ch_1":1.72491,"shape_p_2_a_ch_1":1.6751,"skew_inten_ch_1":0.97487,"skew_inten_ch_3":1.29316,"skew_inten_ch_4":0.35477,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":6563,"total_inten_ch_2":37608,"total_inten_ch_3":12496,"total_inten_ch_4":10820,"var_inten_ch_1":26.41089,"var_inten_ch_3":86.18064,"var_inten_ch_4":56.87266,"width_ch_1":13.17206}
{"case":"Train","class":"WS","angle_ch_1":97.92315,"area_ch_1":182,"avg_inten_ch_1":573.42529,"avg_inten_ch_2":416.02874,"avg_inten_ch_3":27.61494,"avg_inten_ch_4":173.79885,"convex_hull_area_ratio_ch_1":1.02897,"convex_hull_perim_ratio_ch_1":0.97099,"diff_inten_density_ch_1":198.80128,"diff_inten_density_ch_3":23.21154,"diff_inten_density_ch_4":97.22436,"entropy_inten_ch_1":7.29352,"entropy_inten_ch_3":5.32773,"entropy_inten_ch_4":5.67172,"eq_circ_diam_ch_1":15.23873,"eq_ellipse_lwr_ch_1":2.9427,"eq_ellipse_oblate_vol_ch_1":322.04644,"eq_ellipse_prolate_vol_ch_1":109.43906,"eq_sphere_area_ch_1":729.53741,"eq_sphere_vol_ch_1":1852.87093,"fiber_align_2_ch_3":1.52891,"fiber_align_2_ch_4":1.47549,"fiber_length_ch_1":24.34249,"fiber_width_ch_1":7.80461,"inten_cooc_asm_ch_3":0.03812,"inten_cooc_asm_ch_4":0.07307,"inten_cooc_contrast_ch_3":11.36618,"inten_cooc_contrast_ch_4":4.11866,"inten_cooc_entropy_ch_3":6.33545,"inten_cooc_entropy_ch_4":5.4429,"inten_cooc_max_ch_3":0.18919,"inten_cooc_max_ch_4":0.2622,"kurt_inten_ch_1":-0.79062,"kurt_inten_ch_3":-0.6486,"kurt_inten_ch_4":-0.58981,"length_ch_1":27.2117,"neighbor_avg_dist_ch_1":227.79922,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":103.83056,"perim_ch_1":64.2942,"shape_bfr_ch_1":0.64468,"shape_lwr_ch_1":2.6174,"shape_p_2_a_ch_1":1.73147,"skew_inten_ch_1":-0.03051,"skew_inten_ch_3":0.4962,"skew_inten_ch_4":0.73826,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":99776,"total_inten_ch_2":72216,"total_inten_ch_3":4805,"total_inten_ch_4":30241,"var_inten_ch_1":268.4266,"var_inten_ch_3":23.3953,"var_inten_ch_4":177.29503,"width_ch_1":10.39647}
{"case":"Test","class":"PS","angle_ch_1":94.04194,"area_ch_1":190,"avg_inten_ch_1":70.07143,"avg_inten_ch_2":328.28571,"avg_inten_ch_3":2.23626,"avg_inten_ch_4":16.23626,"convex_hull_area_ratio_ch_1":1.04244,"convex_hull_perim_ratio_ch_1":0.96415,"diff_inten_density_ch_1":53.26506,"diff_inten_density_ch_3":5.75904,"diff_inten_density_ch_4":19.39759,"entropy_inten_ch_1":6.34335,"entropy_inten_ch_3":1.46729,"entropy_inten_ch_4":1.4326,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.62021,"eq_ellipse_oblate_vol_ch_1":255.63108,"eq_ellipse_prolate_vol_ch_1":157.77697,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.90314,"fiber_align_2_ch_4":1.7036,"fiber_length_ch_1":17.70203,"fiber_width_ch_1":11.1616,"inten_cooc_asm_ch_3":0.5676,"inten_cooc_asm_ch_4":0.68913,"inten_cooc_contrast_ch_3":0.80914,"inten_cooc_contrast_ch_4":0.25123,"inten_cooc_entropy_ch_3":1.78106,"inten_cooc_entropy_ch_4":1.24392,"inten_cooc_max_ch_3":0.7546,"inten_cooc_max_ch_4":0.84024,"kurt_inten_ch_1":-0.30111,"kurt_inten_ch_3":13.9688,"kurt_inten_ch_4":11.18307,"length_ch_1":19.83699,"neighbor_avg_dist_ch_1":301.18058,"neighbor_min_dist_ch_1":28.52003,"neighbor_var_dist_ch_1":149.45352,"perim_ch_1":57.72727,"shape_bfr_ch_1":0.69781,"shape_lwr_ch_1":1.43938,"shape_p_2_a_ch_1":1.34215,"skew_inten_ch_1":0.0893,"skew_inten_ch_3":3.61229,"skew_inten_ch_4":3.40957,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":12753,"total_inten_ch_2":59567,"total_inten_ch_3":407,"total_inten_ch_4":2955,"var_inten_ch_1":32.15776,"var_inten_ch_3":6.50479,"var_inten_ch_4":48.76039,"width_ch_1":13.78157}
{"case":"Test","class":"PS","angle_ch_1":145.66117,"area_ch_1":242,"avg_inten_ch_1":73.71429,"avg_inten_ch_2":26.86147,"avg_inten_ch_3":174.03896,"avg_inten_ch_4":47.50649,"convex_hull_area_ratio_ch_1":1.667,"convex_hull_perim_ratio_ch_1":0.78164,"diff_inten_density_ch_1":76.53924,"diff_inten_density_ch_3":156.72658,"diff_inten_density_ch_4":44.73671,"entropy_inten_ch_1":6.84605,"entropy_inten_ch_3":7.23898,"entropy_inten_ch_4":2.76299,"eq_circ_diam_ch_1":17.55821,"eq_ellipse_lwr_ch_1":1.93145,"eq_ellipse_oblate_vol_ch_1":399.09993,"eq_ellipse_prolate_vol_ch_1":206.63191,"eq_sphere_area_ch_1":968.52381,"eq_sphere_vol_ch_1":2834.25725,"fiber_align_2_ch_3":1.43955,"fiber_align_2_ch_4":1.73737,"fiber_length_ch_1":49.64657,"fiber_width_ch_1":5.29407,"inten_cooc_asm_ch_3":0.00688,"inten_cooc_asm_ch_4":0.40901,"inten_cooc_contrast_ch_3":20.585,"inten_cooc_contrast_ch_4":0.78635,"inten_cooc_entropy_ch_3":7.44771,"inten_cooc_entropy_ch_4":2.70342,"inten_cooc_max_ch_3":0.02051,"inten_cooc_max_ch_4":0.645,"kurt_inten_ch_1":3.24693,"kurt_inten_ch_3":1.41441,"kurt_inten_ch_4":1.73957,"length_ch_1":34.10762,"neighbor_avg_dist_ch_1":183.65266,"neighbor_min_dist_ch_1":17.61429,"neighbor_var_dist_ch_1":107.24186,"perim_ch_1":109.88128,"shape_bfr_ch_1":0.37021,"shape_lwr_ch_1":1.77868,"shape_p_2_a_ch_1":3.65558,"skew_inten_ch_1":1.40705,"skew_inten_ch_3":1.18795,"skew_inten_ch_4":1.77091,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17028,"total_inten_ch_2":5975,"total_inten_ch_3":40203,"total_inten_ch_4":10974,"var_inten_ch_1":58.81077,"var_inten_ch_3":132.43148,"var_inten_ch_4":88.95151,"width_ch_1":19.17579}
{"case":"Train","class":"PS","angle_ch_1":104.9758,"area_ch_1":1099,"avg_inten_ch_1":57.46997,"avg_inten_ch_2":32.2183,"avg_inten_ch_3":7.39752,"avg_inten_ch_4":6.9552,"convex_hull_area_ratio_ch_1":1.02914,"convex_hull_perim_ratio_ch_1":0.94797,"diff_inten_density_ch_1":42.85566,"diff_inten_density_ch_3":11.53584,"diff_inten_density_ch_4":9.67425,"entropy_inten_ch_1":6.39165,"entropy_inten_ch_3":2.93912,"entropy_inten_ch_4":2.77496,"eq_circ_diam_ch_1":37.4164,"eq_ellipse_lwr_ch_1":1.14294,"eq_ellipse_oblate_vol_ch_1":2970.95592,"eq_ellipse_prolate_vol_ch_1":2599.40145,"eq_sphere_area_ch_1":4398.18821,"eq_sphere_vol_ch_1":27427.39291,"fiber_align_2_ch_3":1.00482,"fiber_align_2_ch_4":1.14181,"fiber_length_ch_1":33.17091,"fiber_width_ch_1":33.17091,"inten_cooc_asm_ch_3":0.29678,"inten_cooc_asm_ch_4":0.36351,"inten_cooc_contrast_ch_3":3.07157,"inten_cooc_contrast_ch_4":1.9647,"inten_cooc_entropy_ch_3":3.49265,"inten_cooc_entropy_ch_4":3.15981,"inten_cooc_max_ch_3":0.54134,"inten_cooc_max_ch_4":0.60138,"kurt_inten_ch_1":-0.68613,"kurt_inten_ch_3":10.62581,"kurt_inten_ch_4":5.1693,"length_ch_1":42.08095,"neighbor_avg_dist_ch_1":177.38274,"neighbor_min_dist_ch_1":39.11971,"neighbor_var_dist_ch_1":73.11617,"perim_ch_1":132.68365,"shape_bfr_ch_1":0.69735,"shape_lwr_ch_1":1.12307,"shape_p_2_a_ch_1":1.25615,"skew_inten_ch_1":0.42586,"skew_inten_ch_3":3.0635,"skew_inten_ch_4":2.23168,"spot_fiber_count_ch_3":9,"spot_fiber_count_ch_4":31,"total_inten_ch_1":60286,"total_inten_ch_2":32749,"total_inten_ch_3":7760,"total_inten_ch_4":7296,"var_inten_ch_1":47.34202,"var_inten_ch_3":15.79266,"var_inten_ch_4":13.10175,"width_ch_1":37.46955}
{"case":"Train","class":"WS","angle_ch_1":118.57843,"area_ch_1":281,"avg_inten_ch_1":179.57249,"avg_inten_ch_2":192.65056,"avg_inten_ch_3":103.03717,"avg_inten_ch_4":55.42007,"convex_hull_area_ratio_ch_1":1.16447,"convex_hull_perim_ratio_ch_1":0.9386,"diff_inten_density_ch_1":84.46091,"diff_inten_density_ch_3":59.3786,"diff_inten_density_ch_4":38.2716,"entropy_inten_ch_1":7.36167,"entropy_inten_ch_3":5.36238,"entropy_inten_ch_4":5.11921,"eq_circ_diam_ch_1":18.94743,"eq_ellipse_lwr_ch_1":3.36295,"eq_ellipse_oblate_vol_ch_1":661.77425,"eq_ellipse_prolate_vol_ch_1":196.78413,"eq_sphere_area_ch_1":1127.84807,"eq_sphere_vol_ch_1":3561.6375,"fiber_align_2_ch_3":1.53971,"fiber_align_2_ch_4":1.63118,"fiber_length_ch_1":35.28655,"fiber_width_ch_1":8.44364,"inten_cooc_asm_ch_3":0.12364,"inten_cooc_asm_ch_4":0.10292,"inten_cooc_contrast_ch_3":2.46735,"inten_cooc_contrast_ch_4":4.57397,"inten_cooc_entropy_ch_3":5.01024,"inten_cooc_entropy_ch_4":5.34221,"inten_cooc_max_ch_3":0.34677,"inten_cooc_max_ch_4":0.31092,"kurt_inten_ch_1":-0.80183,"kurt_inten_ch_3":-0.14815,"kurt_inten_ch_4":0.16944,"length_ch_1":35.78767,"neighbor_avg_dist_ch_1":284.51335,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":127.21591,"perim_ch_1":87.46037,"shape_bfr_ch_1":0.57424,"shape_lwr_ch_1":2.60839,"shape_p_2_a_ch_1":2.04301,"skew_inten_ch_1":0.62989,"skew_inten_ch_3":0.95167,"skew_inten_ch_4":0.94815,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":48305,"total_inten_ch_2":51555,"total_inten_ch_3":27717,"total_inten_ch_4":14908,"var_inten_ch_1":139.32423,"var_inten_ch_3":117.91903,"var_inten_ch_4":61.16154,"width_ch_1":13.7202}
{"case":"Test","class":"PS","angle_ch_1":89.04261,"area_ch_1":150,"avg_inten_ch_1":56.97222,"avg_inten_ch_2":4.80556,"avg_inten_ch_3":133.22917,"avg_inten_ch_4":20.11806,"convex_hull_area_ratio_ch_1":1.05843,"convex_hull_perim_ratio_ch_1":0.96821,"diff_inten_density_ch_1":60.08367,"diff_inten_density_ch_3":125.61355,"diff_inten_density_ch_4":16.45817,"entropy_inten_ch_1":6.22792,"entropy_inten_ch_3":6.78784,"entropy_inten_ch_4":3.03732,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":4.87601,"eq_ellipse_oblate_vol_ch_1":312.10274,"eq_ellipse_prolate_vol_ch_1":64.00781,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.93036,"fiber_align_2_ch_4":1.48334,"fiber_length_ch_1":27.67477,"fiber_width_ch_1":5.6718,"inten_cooc_asm_ch_3":0.01008,"inten_cooc_asm_ch_4":0.32795,"inten_cooc_contrast_ch_3":18.91884,"inten_cooc_contrast_ch_4":1.10218,"inten_cooc_entropy_ch_3":6.87387,"inten_cooc_entropy_ch_4":3.10521,"inten_cooc_max_ch_3":0.03731,"inten_cooc_max_ch_4":0.57265,"kurt_inten_ch_1":1.0472,"kurt_inten_ch_3":0.80433,"kurt_inten_ch_4":0.06273,"length_ch_1":27.70742,"neighbor_avg_dist_ch_1":272.49578,"neighbor_min_dist_ch_1":56.86522,"neighbor_var_dist_ch_1":124.34866,"perim_ch_1":66.69314,"shape_bfr_ch_1":0.83137,"shape_lwr_ch_1":4.22849,"shape_p_2_a_ch_1":2.25499,"skew_inten_ch_1":1.04475,"skew_inten_ch_3":1.08352,"skew_inten_ch_4":1.29105,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8204,"total_inten_ch_2":549,"total_inten_ch_3":19185,"total_inten_ch_4":2897,"var_inten_ch_1":40.84795,"var_inten_ch_3":103.97414,"var_inten_ch_4":32.45478,"width_ch_1":6.55256}
{"case":"Train","class":"PS","angle_ch_1":138.35284,"area_ch_1":307,"avg_inten_ch_1":241.27986,"avg_inten_ch_2":129.51195,"avg_inten_ch_3":38.55631,"avg_inten_ch_4":3.97952,"convex_hull_area_ratio_ch_1":1.08436,"convex_hull_perim_ratio_ch_1":0.92419,"diff_inten_density_ch_1":111.19224,"diff_inten_density_ch_3":30.44917,"diff_inten_density_ch_4":6.94455,"entropy_inten_ch_1":7.59819,"entropy_inten_ch_3":2.89632,"entropy_inten_ch_4":1.16146,"eq_circ_diam_ch_1":19.77461,"eq_ellipse_lwr_ch_1":1.87963,"eq_ellipse_oblate_vol_ch_1":562.41855,"eq_ellipse_prolate_vol_ch_1":299.21704,"eq_sphere_area_ch_1":1228.47392,"eq_sphere_vol_ch_1":4048.76646,"fiber_align_2_ch_3":1.14382,"fiber_align_2_ch_4":1.80947,"fiber_length_ch_1":26.10709,"fiber_width_ch_1":12.25563,"inten_cooc_asm_ch_3":0.41787,"inten_cooc_asm_ch_4":0.75034,"inten_cooc_contrast_ch_3":0.78006,"inten_cooc_contrast_ch_4":0.20695,"inten_cooc_entropy_ch_3":2.75959,"inten_cooc_entropy_ch_4":1.0317,"inten_cooc_max_ch_3":0.64706,"inten_cooc_max_ch_4":0.86617,"kurt_inten_ch_1":-0.50393,"kurt_inten_ch_3":3.81621,"kurt_inten_ch_4":26.21658,"length_ch_1":28.22778,"neighbor_avg_dist_ch_1":169.28913,"neighbor_min_dist_ch_1":24.09761,"neighbor_var_dist_ch_1":70.3942,"perim_ch_1":76.72544,"shape_bfr_ch_1":0.66299,"shape_lwr_ch_1":1.72011,"shape_p_2_a_ch_1":1.46411,"skew_inten_ch_1":-0.21095,"skew_inten_ch_3":2.07219,"skew_inten_ch_4":4.7474,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":70695,"total_inten_ch_2":37655,"total_inten_ch_3":11297,"total_inten_ch_4":1166,"var_inten_ch_1":106.1802,"var_inten_ch_3":72.68301,"var_inten_ch_4":13.87559,"width_ch_1":16.41048}
{"case":"Test","class":"PS","angle_ch_1":103.76698,"area_ch_1":168,"avg_inten_ch_1":37.82609,"avg_inten_ch_2":4.8323,"avg_inten_ch_3":51.64596,"avg_inten_ch_4":11.06211,"convex_hull_area_ratio_ch_1":1.30583,"convex_hull_perim_ratio_ch_1":0.89759,"diff_inten_density_ch_1":49.91241,"diff_inten_density_ch_3":62.10949,"diff_inten_density_ch_4":20.47445,"entropy_inten_ch_1":6.02172,"entropy_inten_ch_3":5.538,"entropy_inten_ch_4":4.00115,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":3.82111,"eq_ellipse_oblate_vol_ch_1":326.6291,"eq_ellipse_prolate_vol_ch_1":85.48026,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.91982,"fiber_align_2_ch_4":2,"fiber_length_ch_1":33.75303,"fiber_width_ch_1":5.45784,"inten_cooc_asm_ch_3":0.03162,"inten_cooc_asm_ch_4":0.08093,"inten_cooc_contrast_ch_3":13.96933,"inten_cooc_contrast_ch_4":12.03032,"inten_cooc_entropy_ch_3":6.29913,"inten_cooc_entropy_ch_4":5.34496,"inten_cooc_max_ch_3":0.17483,"inten_cooc_max_ch_4":0.27273,"kurt_inten_ch_1":-0.37141,"kurt_inten_ch_3":-0.63297,"kurt_inten_ch_4":2.73634,"length_ch_1":31.53739,"neighbor_avg_dist_ch_1":264.4675,"neighbor_min_dist_ch_1":37.54744,"neighbor_var_dist_ch_1":118.09285,"perim_ch_1":78.42174,"shape_bfr_ch_1":0.52627,"shape_lwr_ch_1":3.1017,"shape_p_2_a_ch_1":2.6566,"skew_inten_ch_1":0.62829,"skew_inten_ch_3":0.75544,"skew_inten_ch_4":1.71194,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6090,"total_inten_ch_2":618,"total_inten_ch_3":8315,"total_inten_ch_4":1781,"var_inten_ch_1":28.73472,"var_inten_ch_3":52.88455,"var_inten_ch_4":15.63786,"width_ch_1":10.16777}
{"case":"Train","class":"PS","angle_ch_1":66.89241,"area_ch_1":351,"avg_inten_ch_1":60.55522,"avg_inten_ch_2":1.62985,"avg_inten_ch_3":141.59701,"avg_inten_ch_4":92.12239,"convex_hull_area_ratio_ch_1":1.32194,"convex_hull_perim_ratio_ch_1":0.84629,"diff_inten_density_ch_1":56.78325,"diff_inten_density_ch_3":114.80296,"diff_inten_density_ch_4":59.3087,"entropy_inten_ch_1":6.80098,"entropy_inten_ch_3":7.42271,"entropy_inten_ch_4":5.98791,"eq_circ_diam_ch_1":21.14446,"eq_ellipse_lwr_ch_1":2.23445,"eq_ellipse_oblate_vol_ch_1":749.67652,"eq_ellipse_prolate_vol_ch_1":335.50857,"eq_sphere_area_ch_1":1404.56916,"eq_sphere_vol_ch_1":4949.80975,"fiber_align_2_ch_3":1.54761,"fiber_align_2_ch_4":1.54928,"fiber_length_ch_1":41.90515,"fiber_width_ch_1":8.77967,"inten_cooc_asm_ch_3":0.00647,"inten_cooc_asm_ch_4":0.05953,"inten_cooc_contrast_ch_3":16.17772,"inten_cooc_contrast_ch_4":4.58024,"inten_cooc_entropy_ch_3":7.55206,"inten_cooc_entropy_ch_4":5.91027,"inten_cooc_max_ch_3":0.01954,"inten_cooc_max_ch_4":0.2351,"kurt_inten_ch_1":0.68354,"kurt_inten_ch_3":1.86153,"kurt_inten_ch_4":0.73206,"length_ch_1":33.19738,"neighbor_avg_dist_ch_1":175.45632,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":82.25843,"perim_ch_1":101.36963,"shape_bfr_ch_1":0.5838,"shape_lwr_ch_1":1.83226,"shape_p_2_a_ch_1":2.22258,"skew_inten_ch_1":1.09398,"skew_inten_ch_3":1.47333,"skew_inten_ch_4":1.1579,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":20286,"total_inten_ch_2":212,"total_inten_ch_3":47435,"total_inten_ch_4":30861,"var_inten_ch_1":47.83787,"var_inten_ch_3":122.27003,"var_inten_ch_4":101.04903,"width_ch_1":18.1183}
{"case":"Train","class":"PS","angle_ch_1":113.47167,"area_ch_1":154,"avg_inten_ch_1":26.92517,"avg_inten_ch_2":2.30612,"avg_inten_ch_3":66.01361,"avg_inten_ch_4":65.68027,"convex_hull_area_ratio_ch_1":1.22152,"convex_hull_perim_ratio_ch_1":0.91316,"diff_inten_density_ch_1":37.84825,"diff_inten_density_ch_3":46.92996,"diff_inten_density_ch_4":40.50195,"entropy_inten_ch_1":5.5298,"entropy_inten_ch_3":6.21765,"entropy_inten_ch_4":5.1306,"eq_circ_diam_ch_1":14.00661,"eq_ellipse_lwr_ch_1":2.13348,"eq_ellipse_oblate_vol_ch_1":212.93259,"eq_ellipse_prolate_vol_ch_1":99.80515,"eq_sphere_area_ch_1":616.33333,"eq_sphere_vol_ch_1":1438.78963,"fiber_align_2_ch_3":1.71708,"fiber_align_2_ch_4":1.02514,"fiber_length_ch_1":24.53334,"fiber_width_ch_1":6.75054,"inten_cooc_asm_ch_3":0.01053,"inten_cooc_asm_ch_4":0.07105,"inten_cooc_contrast_ch_3":15.99633,"inten_cooc_contrast_ch_4":3.66276,"inten_cooc_entropy_ch_3":6.93582,"inten_cooc_entropy_ch_4":5.36918,"inten_cooc_max_ch_3":0.048,"inten_cooc_max_ch_4":0.25,"kurt_inten_ch_1":-0.60048,"kurt_inten_ch_3":-0.61523,"kurt_inten_ch_4":0.1422,"length_ch_1":23.1068,"neighbor_avg_dist_ch_1":161.59587,"neighbor_min_dist_ch_1":30.11114,"neighbor_var_dist_ch_1":69.06107,"perim_ch_1":62.56776,"shape_bfr_ch_1":0.5322,"shape_lwr_ch_1":1.84417,"shape_p_2_a_ch_1":1.88102,"skew_inten_ch_1":0.48309,"skew_inten_ch_3":0.47489,"skew_inten_ch_4":0.98522,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3958,"total_inten_ch_2":193,"total_inten_ch_3":9704,"total_inten_ch_4":9655,"var_inten_ch_1":19.05384,"var_inten_ch_3":42.70959,"var_inten_ch_4":69.57754,"width_ch_1":12.52966}
{"case":"Train","class":"PS","angle_ch_1":146.95476,"area_ch_1":156,"avg_inten_ch_1":24.91946,"avg_inten_ch_2":49.50336,"avg_inten_ch_3":39.09396,"avg_inten_ch_4":96.67785,"convex_hull_area_ratio_ch_1":1.29393,"convex_hull_perim_ratio_ch_1":0.83814,"diff_inten_density_ch_1":38.25,"diff_inten_density_ch_3":32.25,"diff_inten_density_ch_4":68.91406,"entropy_inten_ch_1":5.37963,"entropy_inten_ch_3":5.38057,"entropy_inten_ch_4":6.02869,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":2.47586,"eq_ellipse_oblate_vol_ch_1":234.07987,"eq_ellipse_prolate_vol_ch_1":94.54484,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.46662,"fiber_align_2_ch_4":1.39157,"fiber_length_ch_1":29.07125,"fiber_width_ch_1":5.79596,"inten_cooc_asm_ch_3":0.04077,"inten_cooc_asm_ch_4":0.01792,"inten_cooc_contrast_ch_3":6.88681,"inten_cooc_contrast_ch_4":14.02125,"inten_cooc_entropy_ch_3":6.00314,"inten_cooc_entropy_ch_4":6.62747,"inten_cooc_max_ch_3":0.18254,"inten_cooc_max_ch_4":0.11538,"kurt_inten_ch_1":-0.62291,"kurt_inten_ch_3":-0.01129,"kurt_inten_ch_4":-0.10598,"length_ch_1":23.26355,"neighbor_avg_dist_ch_1":267.8048,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":136.28905,"perim_ch_1":69.73443,"shape_bfr_ch_1":0.57717,"shape_lwr_ch_1":2,"shape_p_2_a_ch_1":2.29664,"skew_inten_ch_1":0.42114,"skew_inten_ch_3":0.90605,"skew_inten_ch_4":0.34415,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":3713,"total_inten_ch_2":7228,"total_inten_ch_3":5825,"total_inten_ch_4":14405,"var_inten_ch_1":18.22474,"var_inten_ch_3":40.31126,"var_inten_ch_4":67.77492,"width_ch_1":11.63178}
{"case":"Test","class":"WS","angle_ch_1":65.13958,"area_ch_1":222,"avg_inten_ch_1":245.78302,"avg_inten_ch_2":439.43396,"avg_inten_ch_3":34.07547,"avg_inten_ch_4":222.58019,"convex_hull_area_ratio_ch_1":1.03394,"convex_hull_perim_ratio_ch_1":0.96514,"diff_inten_density_ch_1":90.18252,"diff_inten_density_ch_3":32.00257,"diff_inten_density_ch_4":116.69666,"entropy_inten_ch_1":7.27028,"entropy_inten_ch_3":5.3902,"entropy_inten_ch_4":6.87662,"eq_circ_diam_ch_1":16.82063,"eq_ellipse_lwr_ch_1":1.55879,"eq_ellipse_oblate_vol_ch_1":315.22438,"eq_ellipse_prolate_vol_ch_1":202.22316,"eq_sphere_area_ch_1":888.86168,"eq_sphere_vol_ch_1":2491.86831,"fiber_align_2_ch_3":1.41134,"fiber_align_2_ch_4":1.46985,"fiber_length_ch_1":15.21786,"fiber_width_ch_1":15.21786,"inten_cooc_asm_ch_3":0.04746,"inten_cooc_asm_ch_4":0.01629,"inten_cooc_contrast_ch_3":9.35673,"inten_cooc_contrast_ch_4":8.4692,"inten_cooc_entropy_ch_3":6.22239,"inten_cooc_entropy_ch_4":6.85973,"inten_cooc_max_ch_3":0.20812,"inten_cooc_max_ch_4":0.10152,"kurt_inten_ch_1":-0.74302,"kurt_inten_ch_3":4.78054,"kurt_inten_ch_4":0.15159,"length_ch_1":22.45253,"neighbor_avg_dist_ch_1":302.75417,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":123.06107,"perim_ch_1":60.87146,"shape_bfr_ch_1":0.67205,"shape_lwr_ch_1":1.5246,"shape_p_2_a_ch_1":1.27287,"skew_inten_ch_1":0.02211,"skew_inten_ch_3":1.88292,"skew_inten_ch_4":0.28674,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":52106,"total_inten_ch_2":92949,"total_inten_ch_3":7224,"total_inten_ch_4":47187,"var_inten_ch_1":114.06263,"var_inten_ch_3":40.09545,"var_inten_ch_4":149.67622,"width_ch_1":14.72681}
{"case":"Test","class":"WS","angle_ch_1":138.10436,"area_ch_1":325,"avg_inten_ch_1":271.35691,"avg_inten_ch_2":329.06109,"avg_inten_ch_3":161.25402,"avg_inten_ch_4":841.26367,"convex_hull_area_ratio_ch_1":1.02329,"convex_hull_perim_ratio_ch_1":0.97297,"diff_inten_density_ch_1":78.85567,"diff_inten_density_ch_3":96.4055,"diff_inten_density_ch_4":486.18213,"entropy_inten_ch_1":7.53296,"entropy_inten_ch_3":6.64253,"entropy_inten_ch_4":7.31989,"eq_circ_diam_ch_1":20.37297,"eq_ellipse_lwr_ch_1":1.07915,"eq_ellipse_oblate_vol_ch_1":466.01942,"eq_ellipse_prolate_vol_ch_1":431.8374,"eq_sphere_area_ch_1":1303.94331,"eq_sphere_vol_ch_1":4427.53374,"fiber_align_2_ch_3":1.43618,"fiber_align_2_ch_4":1.54715,"fiber_length_ch_1":17.17765,"fiber_width_ch_1":17.17765,"inten_cooc_asm_ch_3":0.04208,"inten_cooc_asm_ch_4":0.01823,"inten_cooc_contrast_ch_3":4.20619,"inten_cooc_contrast_ch_4":7.93986,"inten_cooc_entropy_ch_3":6.20616,"inten_cooc_entropy_ch_4":6.86262,"inten_cooc_max_ch_3":0.189,"inten_cooc_max_ch_4":0.1134,"kurt_inten_ch_1":-0.31131,"kurt_inten_ch_3":-0.46956,"kurt_inten_ch_4":-1.12263,"length_ch_1":22.00005,"neighbor_avg_dist_ch_1":181.97463,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":71.50519,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.72366,"shape_lwr_ch_1":1.07444,"shape_p_2_a_ch_1":1.11312,"skew_inten_ch_1":-0.44715,"skew_inten_ch_3":0.76912,"skew_inten_ch_4":0.17347,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":84392,"total_inten_ch_2":102028,"total_inten_ch_3":50150,"total_inten_ch_4":261633,"var_inten_ch_1":90.87448,"var_inten_ch_3":154.92437,"var_inten_ch_4":635.00928,"width_ch_1":20.47588}
{"case":"Test","class":"WS","angle_ch_1":114.1542,"area_ch_1":263,"avg_inten_ch_1":97.71713,"avg_inten_ch_2":343.28685,"avg_inten_ch_3":1.92829,"avg_inten_ch_4":76.43825,"convex_hull_area_ratio_ch_1":1.07061,"convex_hull_perim_ratio_ch_1":0.95248,"diff_inten_density_ch_1":53.67826,"diff_inten_density_ch_3":3.36087,"diff_inten_density_ch_4":56.02174,"entropy_inten_ch_1":6.93938,"entropy_inten_ch_3":0.9567,"entropy_inten_ch_4":4.40899,"eq_circ_diam_ch_1":18.30253,"eq_ellipse_lwr_ch_1":1.94943,"eq_ellipse_oblate_vol_ch_1":454.13639,"eq_ellipse_prolate_vol_ch_1":232.95818,"eq_sphere_area_ch_1":1052.37868,"eq_sphere_vol_ch_1":3210.19843,"fiber_align_2_ch_3":1.70108,"fiber_align_2_ch_4":1.63237,"fiber_length_ch_1":25.72932,"fiber_width_ch_1":10.67361,"inten_cooc_asm_ch_3":0.72584,"inten_cooc_asm_ch_4":0.22757,"inten_cooc_contrast_ch_3":0.21341,"inten_cooc_contrast_ch_4":3.17648,"inten_cooc_entropy_ch_3":1.06657,"inten_cooc_entropy_ch_4":4.23711,"inten_cooc_max_ch_3":0.85398,"inten_cooc_max_ch_4":0.47788,"kurt_inten_ch_1":-0.81559,"kurt_inten_ch_3":30.55714,"kurt_inten_ch_4":-0.54887,"length_ch_1":27.96261,"neighbor_avg_dist_ch_1":156.72651,"neighbor_min_dist_ch_1":19.66674,"neighbor_var_dist_ch_1":76.77641,"perim_ch_1":72.80586,"shape_bfr_ch_1":0.58765,"shape_lwr_ch_1":1.74647,"shape_p_2_a_ch_1":1.53596,"skew_inten_ch_1":0.05388,"skew_inten_ch_3":5.39405,"skew_inten_ch_4":0.87588,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":24527,"total_inten_ch_2":85915,"total_inten_ch_3":484,"total_inten_ch_4":19186,"var_inten_ch_1":49.69657,"var_inten_ch_3":8.42324,"var_inten_ch_4":94.21459,"width_ch_1":16.01097}
{"case":"Test","class":"WS","angle_ch_1":145.24642,"area_ch_1":318,"avg_inten_ch_1":70.15461,"avg_inten_ch_2":194.34539,"avg_inten_ch_3":110.75658,"avg_inten_ch_4":179.35526,"convex_hull_area_ratio_ch_1":1.0207,"convex_hull_perim_ratio_ch_1":0.974,"diff_inten_density_ch_1":55.59051,"diff_inten_density_ch_3":66.40246,"diff_inten_density_ch_4":132.56063,"entropy_inten_ch_1":6.61609,"entropy_inten_ch_3":6.77204,"entropy_inten_ch_4":6.87072,"eq_circ_diam_ch_1":20.14239,"eq_ellipse_lwr_ch_1":1.11095,"eq_ellipse_oblate_vol_ch_1":456.96134,"eq_ellipse_prolate_vol_ch_1":411.32433,"eq_sphere_area_ch_1":1274.5941,"eq_sphere_vol_ch_1":4278.89541,"fiber_align_2_ch_3":1.57606,"fiber_align_2_ch_4":1.03351,"fiber_length_ch_1":16.96562,"fiber_width_ch_1":16.96562,"inten_cooc_asm_ch_3":0.02613,"inten_cooc_asm_ch_4":0.01276,"inten_cooc_contrast_ch_3":9.75288,"inten_cooc_contrast_ch_4":11.21727,"inten_cooc_entropy_ch_3":6.78727,"inten_cooc_entropy_ch_4":7.09125,"inten_cooc_max_ch_3":0.14437,"inten_cooc_max_ch_4":0.0807,"kurt_inten_ch_1":0.50943,"kurt_inten_ch_3":-0.64482,"kurt_inten_ch_4":-1.09676,"length_ch_1":22.14457,"neighbor_avg_dist_ch_1":260.8424,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":127.1968,"perim_ch_1":67.86247,"shape_bfr_ch_1":0.70322,"shape_lwr_ch_1":1.08222,"shape_p_2_a_ch_1":1.11347,"skew_inten_ch_1":0.53735,"skew_inten_ch_3":0.30633,"skew_inten_ch_4":0.16394,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":2,"total_inten_ch_1":21327,"total_inten_ch_2":58778,"total_inten_ch_3":33670,"total_inten_ch_4":54524,"var_inten_ch_1":33.22648,"var_inten_ch_3":80.75829,"var_inten_ch_4":133.37457,"width_ch_1":20.46222}
{"case":"Test","class":"PS","angle_ch_1":127.37825,"area_ch_1":307,"avg_inten_ch_1":45.07509,"avg_inten_ch_2":110.29352,"avg_inten_ch_3":77.42321,"avg_inten_ch_4":322.25256,"convex_hull_area_ratio_ch_1":1.36452,"convex_hull_perim_ratio_ch_1":0.86774,"diff_inten_density_ch_1":49.6348,"diff_inten_density_ch_3":55.00765,"diff_inten_density_ch_4":171.04589,"entropy_inten_ch_1":6.43482,"entropy_inten_ch_3":6.74871,"entropy_inten_ch_4":7.53482,"eq_circ_diam_ch_1":19.77461,"eq_ellipse_lwr_ch_1":2.91432,"eq_ellipse_oblate_vol_ch_1":700.31235,"eq_ellipse_prolate_vol_ch_1":240.30023,"eq_sphere_area_ch_1":1228.47392,"eq_sphere_vol_ch_1":4048.76646,"fiber_align_2_ch_3":1.61951,"fiber_align_2_ch_4":1.80622,"fiber_length_ch_1":46.60902,"fiber_width_ch_1":6.97156,"inten_cooc_asm_ch_3":0.01091,"inten_cooc_asm_ch_4":0.00791,"inten_cooc_contrast_ch_3":13.8653,"inten_cooc_contrast_ch_4":11.29951,"inten_cooc_entropy_ch_3":7.27168,"inten_cooc_entropy_ch_4":7.26009,"inten_cooc_max_ch_3":0.0709,"inten_cooc_max_ch_4":0.01961,"kurt_inten_ch_1":0.61722,"kurt_inten_ch_3":0.95428,"kurt_inten_ch_4":0.1085,"length_ch_1":40.52128,"neighbor_avg_dist_ch_1":191.88259,"neighbor_min_dist_ch_1":32.58546,"neighbor_var_dist_ch_1":89.20821,"perim_ch_1":107.16117,"shape_bfr_ch_1":0.46164,"shape_lwr_ch_1":2.46811,"shape_p_2_a_ch_1":2.8123,"skew_inten_ch_1":0.8276,"skew_inten_ch_3":0.99789,"skew_inten_ch_4":0.43493,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":13207,"total_inten_ch_2":32024,"total_inten_ch_3":22685,"total_inten_ch_4":94420,"var_inten_ch_1":31.30083,"var_inten_ch_3":57.85617,"var_inten_ch_4":206.78542,"width_ch_1":16.41792}
{"case":"Train","class":"WS","angle_ch_1":15.15445,"area_ch_1":211,"avg_inten_ch_1":38.5198,"avg_inten_ch_2":278.42574,"avg_inten_ch_3":40.59901,"avg_inten_ch_4":144.21287,"convex_hull_area_ratio_ch_1":1.06478,"convex_hull_perim_ratio_ch_1":0.96738,"diff_inten_density_ch_1":43.65041,"diff_inten_density_ch_3":37.85095,"diff_inten_density_ch_4":112.75068,"entropy_inten_ch_1":5.97603,"entropy_inten_ch_3":4.96808,"entropy_inten_ch_4":6.6089,"eq_circ_diam_ch_1":16.41912,"eq_ellipse_lwr_ch_1":1.08662,"eq_ellipse_oblate_vol_ch_1":244.78653,"eq_ellipse_prolate_vol_ch_1":225.27329,"eq_sphere_area_ch_1":846.93424,"eq_sphere_vol_ch_1":2317.65266,"fiber_align_2_ch_3":1.74311,"fiber_align_2_ch_4":1.70502,"fiber_length_ch_1":14.66205,"fiber_width_ch_1":14.66205,"inten_cooc_asm_ch_3":0.09643,"inten_cooc_asm_ch_4":0.01543,"inten_cooc_contrast_ch_3":4.62797,"inten_cooc_contrast_ch_4":11.01022,"inten_cooc_entropy_ch_3":5.30008,"inten_cooc_entropy_ch_4":6.85457,"inten_cooc_max_ch_3":0.29891,"inten_cooc_max_ch_4":0.09189,"kurt_inten_ch_1":-0.36404,"kurt_inten_ch_3":2.18924,"kurt_inten_ch_4":-0.44583,"length_ch_1":18.94068,"neighbor_avg_dist_ch_1":213.60308,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":105.57228,"perim_ch_1":58.64818,"shape_bfr_ch_1":0.62556,"shape_lwr_ch_1":1.05991,"shape_p_2_a_ch_1":1.2303,"skew_inten_ch_1":0.2966,"skew_inten_ch_3":1.42615,"skew_inten_ch_4":0.5776,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7781,"total_inten_ch_2":56041,"total_inten_ch_3":8201,"total_inten_ch_4":29131,"var_inten_ch_1":22.44734,"var_inten_ch_3":49.68816,"var_inten_ch_4":118.11632,"width_ch_1":17.87009}
{"case":"Test","class":"PS","angle_ch_1":148.46532,"area_ch_1":468,"avg_inten_ch_1":27.87025,"avg_inten_ch_2":116.53468,"avg_inten_ch_3":45.75615,"avg_inten_ch_4":145.84116,"convex_hull_area_ratio_ch_1":1.11219,"convex_hull_perim_ratio_ch_1":0.78414,"diff_inten_density_ch_1":38.94217,"diff_inten_density_ch_3":43.4747,"diff_inten_density_ch_4":102.64578,"entropy_inten_ch_1":5.92003,"entropy_inten_ch_3":4.86395,"entropy_inten_ch_4":6.81079,"eq_circ_diam_ch_1":24.42463,"eq_ellipse_lwr_ch_1":1.13971,"eq_ellipse_oblate_vol_ch_1":825.24092,"eq_ellipse_prolate_vol_ch_1":724.07727,"eq_sphere_area_ch_1":1874.15646,"eq_sphere_vol_ch_1":7629.2629,"fiber_align_2_ch_3":1.7837,"fiber_align_2_ch_4":1.59715,"fiber_length_ch_1":42.83952,"fiber_width_ch_1":11.34079,"inten_cooc_asm_ch_3":0.16787,"inten_cooc_asm_ch_4":0.02149,"inten_cooc_contrast_ch_3":3.87291,"inten_cooc_contrast_ch_4":8.81698,"inten_cooc_entropy_ch_3":4.7565,"inten_cooc_entropy_ch_4":6.86574,"inten_cooc_max_ch_3":0.40334,"inten_cooc_max_ch_4":0.13365,"kurt_inten_ch_1":0.7625,"kurt_inten_ch_3":1.5124,"kurt_inten_ch_4":-1.18522,"length_ch_1":30.04576,"neighbor_avg_dist_ch_1":186.19102,"neighbor_min_dist_ch_1":29.47789,"neighbor_var_dist_ch_1":74.60079,"perim_ch_1":108.36064,"shape_bfr_ch_1":0.62654,"shape_lwr_ch_1":1.20717,"shape_p_2_a_ch_1":1.92328,"skew_inten_ch_1":0.9538,"skew_inten_ch_3":1.40008,"skew_inten_ch_4":0.34932,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":12458,"total_inten_ch_2":51645,"total_inten_ch_3":20453,"total_inten_ch_4":65191,"var_inten_ch_1":22.65945,"var_inten_ch_3":61.14882,"var_inten_ch_4":123.5903,"width_ch_1":24.8894}
{"case":"Test","class":"PS","angle_ch_1":5.66247,"area_ch_1":176,"avg_inten_ch_1":76.69643,"avg_inten_ch_2":3.41071,"avg_inten_ch_3":175.93452,"avg_inten_ch_4":68.58929,"convex_hull_area_ratio_ch_1":1.09246,"convex_hull_perim_ratio_ch_1":0.95165,"diff_inten_density_ch_1":60.91419,"diff_inten_density_ch_3":118.73597,"diff_inten_density_ch_4":39.72607,"entropy_inten_ch_1":6.6286,"entropy_inten_ch_3":6.68283,"entropy_inten_ch_4":5.58475,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":1.83094,"eq_ellipse_oblate_vol_ch_1":241.00316,"eq_ellipse_prolate_vol_ch_1":131.62798,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.48507,"fiber_align_2_ch_4":1.03654,"fiber_length_ch_1":19.16211,"fiber_width_ch_1":9.61369,"inten_cooc_asm_ch_3":0.01465,"inten_cooc_asm_ch_4":0.03636,"inten_cooc_contrast_ch_3":9.53306,"inten_cooc_contrast_ch_4":7.19232,"inten_cooc_entropy_ch_3":6.7893,"inten_cooc_entropy_ch_4":6.22126,"inten_cooc_max_ch_3":0.08442,"inten_cooc_max_ch_4":0.18121,"kurt_inten_ch_1":-0.31321,"kurt_inten_ch_3":-0.68196,"kurt_inten_ch_4":-1.19652,"length_ch_1":19.96356,"neighbor_avg_dist_ch_1":172.36042,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":72.76528,"perim_ch_1":57.55161,"shape_bfr_ch_1":0.68205,"shape_lwr_ch_1":1.54363,"shape_p_2_a_ch_1":1.43077,"skew_inten_ch_1":0.51453,"skew_inten_ch_3":0.37468,"skew_inten_ch_4":0.03512,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":12885,"total_inten_ch_2":406,"total_inten_ch_3":29557,"total_inten_ch_4":11523,"var_inten_ch_1":48.29273,"var_inten_ch_3":132.55368,"var_inten_ch_4":51.91641,"width_ch_1":12.93289}
{"case":"Test","class":"WS","angle_ch_1":112.56547,"area_ch_1":226,"avg_inten_ch_1":475.52315,"avg_inten_ch_2":340.61574,"avg_inten_ch_3":128.65278,"avg_inten_ch_4":10.2037,"convex_hull_area_ratio_ch_1":1.09592,"convex_hull_perim_ratio_ch_1":0.91667,"diff_inten_density_ch_1":264.63868,"diff_inten_density_ch_3":84.80153,"diff_inten_density_ch_4":11.69211,"entropy_inten_ch_1":7.55695,"entropy_inten_ch_3":6.12338,"entropy_inten_ch_4":3.46645,"eq_circ_diam_ch_1":16.97857,"eq_ellipse_lwr_ch_1":1.47696,"eq_ellipse_oblate_vol_ch_1":315.56361,"eq_ellipse_prolate_vol_ch_1":213.65716,"eq_sphere_area_ch_1":905.63265,"eq_sphere_vol_ch_1":2562.72451,"fiber_align_2_ch_3":1.50551,"fiber_align_2_ch_4":1.06743,"fiber_length_ch_1":22.60527,"fiber_width_ch_1":10.51419,"inten_cooc_asm_ch_3":0.04072,"inten_cooc_asm_ch_4":0.21523,"inten_cooc_contrast_ch_3":6.41636,"inten_cooc_contrast_ch_4":4.65801,"inten_cooc_entropy_ch_3":6.17259,"inten_cooc_entropy_ch_4":4.28095,"inten_cooc_max_ch_3":0.19388,"inten_cooc_max_ch_4":0.46429,"kurt_inten_ch_1":1.65587,"kurt_inten_ch_3":4.94787,"kurt_inten_ch_4":0.15378,"length_ch_1":22.05157,"neighbor_avg_dist_ch_1":275.45688,"neighbor_min_dist_ch_1":31.25555,"neighbor_var_dist_ch_1":133.46615,"perim_ch_1":66.23892,"shape_bfr_ch_1":0.64523,"shape_lwr_ch_1":1.38579,"shape_p_2_a_ch_1":1.46902,"skew_inten_ch_1":1.06612,"skew_inten_ch_3":2.03145,"skew_inten_ch_4":1.14701,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":13,"total_inten_ch_1":102713,"total_inten_ch_2":73358,"total_inten_ch_3":27789,"total_inten_ch_4":2204,"var_inten_ch_1":297.70625,"var_inten_ch_3":154.2734,"var_inten_ch_4":13.83986,"width_ch_1":15.9126}
{"case":"Train","class":"WS","angle_ch_1":167.2667,"area_ch_1":340,"avg_inten_ch_1":44.61846,"avg_inten_ch_2":201.88923,"avg_inten_ch_3":61.87692,"avg_inten_ch_4":130.40923,"convex_hull_area_ratio_ch_1":1.14978,"convex_hull_perim_ratio_ch_1":0.87822,"diff_inten_density_ch_1":46.57262,"diff_inten_density_ch_3":50.42237,"diff_inten_density_ch_4":96.64608,"entropy_inten_ch_1":6.3608,"entropy_inten_ch_3":5.42361,"entropy_inten_ch_4":6.70682,"eq_circ_diam_ch_1":20.82648,"eq_ellipse_lwr_ch_1":1.2917,"eq_ellipse_oblate_vol_ch_1":544.66281,"eq_ellipse_prolate_vol_ch_1":421.66297,"eq_sphere_area_ch_1":1362.64172,"eq_sphere_vol_ch_1":4729.83877,"fiber_align_2_ch_3":1.59294,"fiber_align_2_ch_4":1.48263,"fiber_length_ch_1":31.63713,"fiber_width_ch_1":11.28128,"inten_cooc_asm_ch_3":0.11067,"inten_cooc_asm_ch_4":0.01792,"inten_cooc_contrast_ch_3":4.94761,"inten_cooc_contrast_ch_4":10.06826,"inten_cooc_entropy_ch_3":5.37851,"inten_cooc_entropy_ch_4":6.88259,"inten_cooc_max_ch_3":0.32673,"inten_cooc_max_ch_4":0.12211,"kurt_inten_ch_1":-0.1161,"kurt_inten_ch_3":0.98269,"kurt_inten_ch_4":-0.66768,"length_ch_1":27.64001,"neighbor_avg_dist_ch_1":166.52229,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":74.24658,"perim_ch_1":85.83683,"shape_bfr_ch_1":0.57276,"shape_lwr_ch_1":1.28447,"shape_p_2_a_ch_1":1.64278,"skew_inten_ch_1":0.45892,"skew_inten_ch_3":1.19115,"skew_inten_ch_4":0.52971,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":14501,"total_inten_ch_2":65290,"total_inten_ch_3":20110,"total_inten_ch_4":42383,"var_inten_ch_1":26.83171,"var_inten_ch_3":70.96853,"var_inten_ch_4":109.75349,"width_ch_1":21.51855}
{"case":"Test","class":"WS","angle_ch_1":112.7226,"area_ch_1":593,"avg_inten_ch_1":38.99823,"avg_inten_ch_2":130.9629,"avg_inten_ch_3":12.47703,"avg_inten_ch_4":73.16431,"convex_hull_area_ratio_ch_1":1.08997,"convex_hull_perim_ratio_ch_1":0.90268,"diff_inten_density_ch_1":44.03835,"diff_inten_density_ch_3":11.11787,"diff_inten_density_ch_4":37.14406,"entropy_inten_ch_1":6.28821,"entropy_inten_ch_3":3.64207,"entropy_inten_ch_4":6.27178,"eq_circ_diam_ch_1":27.48416,"eq_ellipse_lwr_ch_1":1.27525,"eq_ellipse_oblate_vol_ch_1":1243.77865,"eq_ellipse_prolate_vol_ch_1":975.32486,"eq_sphere_area_ch_1":2373.09297,"eq_sphere_vol_ch_1":10870.41045,"fiber_align_2_ch_3":1.37005,"fiber_align_2_ch_4":1.28562,"fiber_length_ch_1":36.54451,"fiber_width_ch_1":16.73621,"inten_cooc_asm_ch_3":0.26006,"inten_cooc_asm_ch_4":0.05552,"inten_cooc_contrast_ch_3":2.11916,"inten_cooc_contrast_ch_4":4.93689,"inten_cooc_entropy_ch_3":3.86538,"inten_cooc_entropy_ch_4":6.12807,"inten_cooc_max_ch_3":0.50467,"inten_cooc_max_ch_4":0.22097,"kurt_inten_ch_1":-0.40504,"kurt_inten_ch_3":0.76379,"kurt_inten_ch_4":-0.74792,"length_ch_1":34.56925,"neighbor_avg_dist_ch_1":240.49042,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":114.46123,"perim_ch_1":106.56143,"shape_bfr_ch_1":0.60389,"shape_lwr_ch_1":1.21641,"shape_p_2_a_ch_1":1.47744,"skew_inten_ch_1":0.39962,"skew_inten_ch_3":1.39774,"skew_inten_ch_4":0.43589,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":22073,"total_inten_ch_2":73560,"total_inten_ch_3":7062,"total_inten_ch_4":41411,"var_inten_ch_1":23.16033,"var_inten_ch_3":18.76134,"var_inten_ch_4":63.23113,"width_ch_1":28.41906}
{"case":"Train","class":"PS","angle_ch_1":129.17492,"area_ch_1":263,"avg_inten_ch_1":71.08765,"avg_inten_ch_2":3.62151,"avg_inten_ch_3":155.84064,"avg_inten_ch_4":121.60159,"convex_hull_area_ratio_ch_1":1.16087,"convex_hull_perim_ratio_ch_1":0.89561,"diff_inten_density_ch_1":56.9292,"diff_inten_density_ch_3":103.88053,"diff_inten_density_ch_4":62.09735,"entropy_inten_ch_1":6.75907,"entropy_inten_ch_3":7.16979,"entropy_inten_ch_4":6.66316,"eq_circ_diam_ch_1":18.30253,"eq_ellipse_lwr_ch_1":2.41444,"eq_ellipse_oblate_vol_ch_1":505.40549,"eq_ellipse_prolate_vol_ch_1":209.32655,"eq_sphere_area_ch_1":1052.37868,"eq_sphere_vol_ch_1":3210.19843,"fiber_align_2_ch_3":1.76172,"fiber_align_2_ch_4":1.71337,"fiber_length_ch_1":33.72211,"fiber_width_ch_1":8.26032,"inten_cooc_asm_ch_3":0.00778,"inten_cooc_asm_ch_4":0.01001,"inten_cooc_contrast_ch_3":9.35474,"inten_cooc_contrast_ch_4":10.44769,"inten_cooc_entropy_ch_3":7.28079,"inten_cooc_entropy_ch_4":7.15288,"inten_cooc_max_ch_3":0.02252,"inten_cooc_max_ch_4":0.06522,"kurt_inten_ch_1":-0.5038,"kurt_inten_ch_3":-0.68584,"kurt_inten_ch_4":-0.91492,"length_ch_1":31.48311,"neighbor_avg_dist_ch_1":202.33572,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":95.16395,"perim_ch_1":83.96486,"shape_bfr_ch_1":0.55307,"shape_lwr_ch_1":2.08363,"shape_p_2_a_ch_1":2.01405,"skew_inten_ch_1":0.5845,"skew_inten_ch_3":0.56979,"skew_inten_ch_4":-0.13815,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":17843,"total_inten_ch_2":659,"total_inten_ch_3":39116,"total_inten_ch_4":30522,"var_inten_ch_1":47.12998,"var_inten_ch_3":125.78825,"var_inten_ch_4":74.34833,"width_ch_1":15.10976}
{"case":"Test","class":"WS","angle_ch_1":35.23182,"area_ch_1":300,"avg_inten_ch_1":408.41812,"avg_inten_ch_2":231.74564,"avg_inten_ch_3":14.777,"avg_inten_ch_4":103.75261,"convex_hull_area_ratio_ch_1":1.06126,"convex_hull_perim_ratio_ch_1":0.96452,"diff_inten_density_ch_1":137.07561,"diff_inten_density_ch_3":13.47259,"diff_inten_density_ch_4":49.1172,"entropy_inten_ch_1":7.88524,"entropy_inten_ch_3":3.79384,"entropy_inten_ch_4":5.22167,"eq_circ_diam_ch_1":19.5711,"eq_ellipse_lwr_ch_1":1.71698,"eq_ellipse_oblate_vol_ch_1":521.10751,"eq_ellipse_prolate_vol_ch_1":303.50193,"eq_sphere_area_ch_1":1203.31746,"eq_sphere_vol_ch_1":3925.04049,"fiber_align_2_ch_3":1.41654,"fiber_align_2_ch_4":1.34503,"fiber_length_ch_1":23.74296,"fiber_width_ch_1":13.33247,"inten_cooc_asm_ch_3":0.20847,"inten_cooc_asm_ch_4":0.1439,"inten_cooc_contrast_ch_3":2.95973,"inten_cooc_contrast_ch_4":2.7416,"inten_cooc_entropy_ch_3":4.27069,"inten_cooc_entropy_ch_4":4.85303,"inten_cooc_max_ch_3":0.45283,"inten_cooc_max_ch_4":0.375,"kurt_inten_ch_1":-1.05384,"kurt_inten_ch_3":0.25239,"kurt_inten_ch_4":-1.39232,"length_ch_1":27.50298,"neighbor_avg_dist_ch_1":194.74431,"neighbor_min_dist_ch_1":22.10101,"neighbor_var_dist_ch_1":71.28415,"perim_ch_1":74.15085,"shape_bfr_ch_1":0.62451,"shape_lwr_ch_1":1.57028,"shape_p_2_a_ch_1":1.38221,"skew_inten_ch_1":0.18555,"skew_inten_ch_3":1.17738,"skew_inten_ch_4":0.36696,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":117216,"total_inten_ch_2":66225,"total_inten_ch_3":4241,"total_inten_ch_4":29777,"var_inten_ch_1":250.83781,"var_inten_ch_3":20.02731,"var_inten_ch_4":103.82559,"width_ch_1":17.51472}
{"case":"Test","class":"WS","angle_ch_1":49.90968,"area_ch_1":280,"avg_inten_ch_1":307.26866,"avg_inten_ch_2":487.08955,"avg_inten_ch_3":140.08209,"avg_inten_ch_4":494.31716,"convex_hull_area_ratio_ch_1":1.03578,"convex_hull_perim_ratio_ch_1":0.9595,"diff_inten_density_ch_1":91.30181,"diff_inten_density_ch_3":78.61771,"diff_inten_density_ch_4":342.67404,"entropy_inten_ch_1":7.3774,"entropy_inten_ch_3":7.10441,"entropy_inten_ch_4":7.1196,"eq_circ_diam_ch_1":18.91218,"eq_ellipse_lwr_ch_1":1.22574,"eq_ellipse_oblate_vol_ch_1":397.3045,"eq_ellipse_prolate_vol_ch_1":324.13356,"eq_sphere_area_ch_1":1123.65533,"eq_sphere_vol_ch_1":3541.79554,"fiber_align_2_ch_3":1.47739,"fiber_align_2_ch_4":1.17116,"fiber_length_ch_1":16.51582,"fiber_width_ch_1":16.51582,"inten_cooc_asm_ch_3":0.01103,"inten_cooc_asm_ch_4":0.02049,"inten_cooc_contrast_ch_3":5.53644,"inten_cooc_contrast_ch_4":7.80937,"inten_cooc_entropy_ch_3":6.96513,"inten_cooc_entropy_ch_4":6.80991,"inten_cooc_max_ch_3":0.05622,"inten_cooc_max_ch_4":0.12097,"kurt_inten_ch_1":0.23085,"kurt_inten_ch_3":0.01855,"kurt_inten_ch_4":-0.97878,"length_ch_1":22.13426,"neighbor_avg_dist_ch_1":259.3064,"neighbor_min_dist_ch_1":31.98483,"neighbor_var_dist_ch_1":105.19945,"perim_ch_1":66.06327,"shape_bfr_ch_1":0.68729,"shape_lwr_ch_1":1.19866,"shape_p_2_a_ch_1":1.18546,"skew_inten_ch_1":-0.90307,"skew_inten_ch_3":0.82972,"skew_inten_ch_4":0.48092,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":82348,"total_inten_ch_2":130273,"total_inten_ch_3":37542,"total_inten_ch_4":132477,"var_inten_ch_1":100.4971,"var_inten_ch_3":118.45716,"var_inten_ch_4":434.55938,"width_ch_1":18.46587}
{"case":"Test","class":"PS","angle_ch_1":148.30137,"area_ch_1":214,"avg_inten_ch_1":71.84878,"avg_inten_ch_2":1.09756,"avg_inten_ch_3":179.50732,"avg_inten_ch_4":47.8439,"convex_hull_area_ratio_ch_1":1.37246,"convex_hull_perim_ratio_ch_1":0.83622,"diff_inten_density_ch_1":68.19553,"diff_inten_density_ch_3":167.96648,"diff_inten_density_ch_4":36.07263,"entropy_inten_ch_1":6.80473,"entropy_inten_ch_3":7.08049,"entropy_inten_ch_4":4.10144,"eq_circ_diam_ch_1":16.5406,"eq_ellipse_lwr_ch_1":1.98179,"eq_ellipse_oblate_vol_ch_1":337.97241,"eq_ellipse_prolate_vol_ch_1":170.53889,"eq_sphere_area_ch_1":859.51247,"eq_sphere_vol_ch_1":2369.47476,"fiber_align_2_ch_3":1.02092,"fiber_align_2_ch_4":1.01411,"fiber_length_ch_1":36.20598,"fiber_width_ch_1":6.41256,"inten_cooc_asm_ch_3":0.00652,"inten_cooc_asm_ch_4":0.19187,"inten_cooc_contrast_ch_3":18.39199,"inten_cooc_contrast_ch_4":2.32418,"inten_cooc_entropy_ch_3":7.4394,"inten_cooc_entropy_ch_4":4.28373,"inten_cooc_max_ch_3":0.0163,"inten_cooc_max_ch_4":0.45109,"kurt_inten_ch_1":-0.36876,"kurt_inten_ch_3":-0.19907,"kurt_inten_ch_4":1.2409,"length_ch_1":27.82289,"neighbor_avg_dist_ch_1":172.96081,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":71.52918,"perim_ch_1":85.23709,"shape_bfr_ch_1":0.46449,"shape_lwr_ch_1":1.67334,"shape_p_2_a_ch_1":2.49019,"skew_inten_ch_1":0.632,"skew_inten_ch_3":0.59077,"skew_inten_ch_4":1.48331,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":14729,"total_inten_ch_2":21,"total_inten_ch_3":36799,"total_inten_ch_4":9808,"var_inten_ch_1":50.58392,"var_inten_ch_3":126.95448,"var_inten_ch_4":68.53537,"width_ch_1":16.62711}
{"case":"Train","class":"PS","angle_ch_1":107.40339,"area_ch_1":567,"avg_inten_ch_1":26.58226,"avg_inten_ch_2":21.95379,"avg_inten_ch_3":14.82255,"avg_inten_ch_4":15.30499,"convex_hull_area_ratio_ch_1":1.17516,"convex_hull_perim_ratio_ch_1":0.86402,"diff_inten_density_ch_1":42.04253,"diff_inten_density_ch_3":23.01583,"diff_inten_density_ch_4":23.70227,"entropy_inten_ch_1":5.8098,"entropy_inten_ch_3":4.97481,"entropy_inten_ch_4":5.16603,"eq_circ_diam_ch_1":26.87032,"eq_ellipse_lwr_ch_1":2.0958,"eq_ellipse_oblate_vol_ch_1":1490.02143,"eq_ellipse_prolate_vol_ch_1":710.95544,"eq_sphere_area_ch_1":2268.27438,"eq_sphere_vol_ch_1":10158.21016,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":47.9055,"fiber_width_ch_1":12.24202,"inten_cooc_asm_ch_3":0.01079,"inten_cooc_asm_ch_4":0.00451,"inten_cooc_contrast_ch_3":33.42888,"inten_cooc_contrast_ch_4":49.91885,"inten_cooc_entropy_ch_3":7.45477,"inten_cooc_entropy_ch_4":8.07059,"inten_cooc_max_ch_3":0.08448,"inten_cooc_max_ch_4":0.02191,"kurt_inten_ch_1":0.19004,"kurt_inten_ch_3":-0.1207,"kurt_inten_ch_4":-0.31213,"length_ch_1":42.63574,"neighbor_avg_dist_ch_1":234.56479,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":118.4341,"perim_ch_1":120.29503,"shape_bfr_ch_1":0.6001,"shape_lwr_ch_1":1.9237,"shape_p_2_a_ch_1":1.96356,"skew_inten_ch_1":0.73677,"skew_inten_ch_3":0.70686,"skew_inten_ch_4":0.61086,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":13,"total_inten_ch_1":14381,"total_inten_ch_2":11337,"total_inten_ch_3":8019,"total_inten_ch_4":8280,"var_inten_ch_1":20.81747,"var_inten_ch_3":12.99744,"var_inten_ch_4":11.80688,"width_ch_1":22.16345}
{"case":"Train","class":"WS","angle_ch_1":79.61627,"area_ch_1":359,"avg_inten_ch_1":131.78717,"avg_inten_ch_2":180.94461,"avg_inten_ch_3":52.60641,"avg_inten_ch_4":65.18659,"convex_hull_area_ratio_ch_1":1.09142,"convex_hull_perim_ratio_ch_1":0.96875,"diff_inten_density_ch_1":64.56113,"diff_inten_density_ch_3":44.95611,"diff_inten_density_ch_4":37.73041,"entropy_inten_ch_1":7.38378,"entropy_inten_ch_3":4.72533,"entropy_inten_ch_4":5.74882,"eq_circ_diam_ch_1":21.39544,"eq_ellipse_lwr_ch_1":2.25704,"eq_ellipse_oblate_vol_ch_1":780.60737,"eq_ellipse_prolate_vol_ch_1":345.85401,"eq_sphere_area_ch_1":1438.11111,"eq_sphere_vol_ch_1":5128.17073,"fiber_align_2_ch_3":1.20844,"fiber_align_2_ch_4":1.36505,"fiber_length_ch_1":28.63149,"fiber_width_ch_1":13.01469,"inten_cooc_asm_ch_3":0.16385,"inten_cooc_asm_ch_4":0.07359,"inten_cooc_contrast_ch_3":2.94799,"inten_cooc_contrast_ch_4":4.12681,"inten_cooc_entropy_ch_3":4.66242,"inten_cooc_entropy_ch_4":5.76731,"inten_cooc_max_ch_3":0.40705,"inten_cooc_max_ch_4":0.26282,"kurt_inten_ch_1":-0.78782,"kurt_inten_ch_3":4.23817,"kurt_inten_ch_4":-0.50038,"length_ch_1":33.06362,"neighbor_avg_dist_ch_1":220.73549,"neighbor_min_dist_ch_1":28.9758,"neighbor_var_dist_ch_1":109.73345,"perim_ch_1":83.29237,"shape_bfr_ch_1":0.62176,"shape_lwr_ch_1":1.89056,"shape_p_2_a_ch_1":1.48156,"skew_inten_ch_1":0.00109,"skew_inten_ch_3":2.08199,"skew_inten_ch_4":0.75243,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":45203,"total_inten_ch_2":61722,"total_inten_ch_3":18044,"total_inten_ch_4":22359,"var_inten_ch_1":69.00225,"var_inten_ch_3":84.23326,"var_inten_ch_4":65.37276,"width_ch_1":17.48878}
{"case":"Train","class":"PS","angle_ch_1":6.9196,"area_ch_1":320,"avg_inten_ch_1":65.11765,"avg_inten_ch_2":3.4183,"avg_inten_ch_3":168.42484,"avg_inten_ch_4":57.06209,"convex_hull_area_ratio_ch_1":1.7546,"convex_hull_perim_ratio_ch_1":0.83399,"diff_inten_density_ch_1":64.84991,"diff_inten_density_ch_3":151.76923,"diff_inten_density_ch_4":40.44465,"entropy_inten_ch_1":6.85705,"entropy_inten_ch_3":7.48892,"entropy_inten_ch_4":4.43485,"eq_circ_diam_ch_1":20.20854,"eq_ellipse_lwr_ch_1":3.26932,"eq_ellipse_oblate_vol_ch_1":791.64858,"eq_ellipse_prolate_vol_ch_1":242.14469,"eq_sphere_area_ch_1":1282.97959,"eq_sphere_vol_ch_1":4321.19073,"fiber_align_2_ch_3":1.56568,"fiber_align_2_ch_4":1.38289,"fiber_length_ch_1":62.71362,"fiber_width_ch_1":5.44871,"inten_cooc_asm_ch_3":0.0073,"inten_cooc_asm_ch_4":0.16522,"inten_cooc_contrast_ch_3":22.81464,"inten_cooc_contrast_ch_4":2.53181,"inten_cooc_entropy_ch_3":7.43328,"inten_cooc_entropy_ch_4":4.44068,"inten_cooc_max_ch_3":0.0315,"inten_cooc_max_ch_4":0.42652,"kurt_inten_ch_1":5.34581,"kurt_inten_ch_3":3.4392,"kurt_inten_ch_4":0.2776,"length_ch_1":49.64832,"neighbor_avg_dist_ch_1":197.19795,"neighbor_min_dist_ch_1":35.95015,"neighbor_var_dist_ch_1":92.31294,"perim_ch_1":136.32467,"shape_bfr_ch_1":0.36989,"shape_lwr_ch_1":2.84265,"shape_p_2_a_ch_1":4.32793,"skew_inten_ch_1":2.06485,"skew_inten_ch_3":1.64333,"skew_inten_ch_4":1.25998,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":19926,"total_inten_ch_2":741,"total_inten_ch_3":51538,"total_inten_ch_4":17461,"var_inten_ch_1":56.82009,"var_inten_ch_3":143.04646,"var_inten_ch_4":82.47958,"width_ch_1":17.46549}
{"case":"Test","class":"WS","angle_ch_1":16.36995,"area_ch_1":224,"avg_inten_ch_1":205.47196,"avg_inten_ch_2":291.71028,"avg_inten_ch_3":40.74299,"avg_inten_ch_4":206.26636,"convex_hull_area_ratio_ch_1":1.06696,"convex_hull_perim_ratio_ch_1":0.94776,"diff_inten_density_ch_1":87.1023,"diff_inten_density_ch_3":40.25831,"diff_inten_density_ch_4":120.76471,"entropy_inten_ch_1":7.28229,"entropy_inten_ch_3":3.57978,"entropy_inten_ch_4":7.09977,"eq_circ_diam_ch_1":16.89978,"eq_ellipse_lwr_ch_1":1.62154,"eq_ellipse_oblate_vol_ch_1":326.06631,"eq_ellipse_prolate_vol_ch_1":201.08445,"eq_sphere_area_ch_1":897.24717,"eq_sphere_vol_ch_1":2527.21363,"fiber_align_2_ch_3":1.58111,"fiber_align_2_ch_4":1.49331,"fiber_length_ch_1":20.3404,"fiber_width_ch_1":11.54322,"inten_cooc_asm_ch_3":0.25985,"inten_cooc_asm_ch_4":0.01048,"inten_cooc_contrast_ch_3":2.81939,"inten_cooc_contrast_ch_4":8.86245,"inten_cooc_entropy_ch_3":3.77688,"inten_cooc_entropy_ch_4":7.0353,"inten_cooc_max_ch_3":0.50505,"inten_cooc_max_ch_4":0.06061,"kurt_inten_ch_1":-0.80775,"kurt_inten_ch_3":11.33015,"kurt_inten_ch_4":-0.85672,"length_ch_1":23.22537,"neighbor_avg_dist_ch_1":226.58203,"neighbor_min_dist_ch_1":29.54892,"neighbor_var_dist_ch_1":116.78298,"perim_ch_1":63.76723,"shape_bfr_ch_1":0.6285,"shape_lwr_ch_1":1.51139,"shape_p_2_a_ch_1":1.37815,"skew_inten_ch_1":0.16169,"skew_inten_ch_3":3.13601,"skew_inten_ch_4":0.35953,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":43971,"total_inten_ch_2":62213,"total_inten_ch_3":8719,"total_inten_ch_4":44141,"var_inten_ch_1":110.65061,"var_inten_ch_3":87.38937,"var_inten_ch_4":146.2802,"width_ch_1":15.36692}
{"case":"Test","class":"PS","angle_ch_1":95.96731,"area_ch_1":175,"avg_inten_ch_1":29.03593,"avg_inten_ch_2":1.50898,"avg_inten_ch_3":98.68263,"avg_inten_ch_4":86.50299,"convex_hull_area_ratio_ch_1":1.08039,"convex_hull_perim_ratio_ch_1":0.93809,"diff_inten_density_ch_1":39.68687,"diff_inten_density_ch_3":62.13131,"diff_inten_density_ch_4":55.20202,"entropy_inten_ch_1":5.74675,"entropy_inten_ch_3":6.51215,"entropy_inten_ch_4":5.64115,"eq_circ_diam_ch_1":14.92906,"eq_ellipse_lwr_ch_1":2.27123,"eq_ellipse_oblate_vol_ch_1":266.02778,"eq_ellipse_prolate_vol_ch_1":117.12929,"eq_sphere_area_ch_1":700.18821,"eq_sphere_vol_ch_1":1742.19195,"fiber_align_2_ch_3":1.48146,"fiber_align_2_ch_4":1.39555,"fiber_length_ch_1":23.44827,"fiber_width_ch_1":7.92344,"inten_cooc_asm_ch_3":0.00722,"inten_cooc_asm_ch_4":0.03564,"inten_cooc_contrast_ch_3":21.02498,"inten_cooc_contrast_ch_4":4.87113,"inten_cooc_entropy_ch_3":7.30871,"inten_cooc_entropy_ch_4":6.10181,"inten_cooc_max_ch_3":0.02098,"inten_cooc_max_ch_4":0.19481,"kurt_inten_ch_1":-0.06605,"kurt_inten_ch_3":2.68464,"kurt_inten_ch_4":-0.86849,"length_ch_1":25.0769,"neighbor_avg_dist_ch_1":203.87022,"neighbor_min_dist_ch_1":14.65872,"neighbor_var_dist_ch_1":112.66483,"perim_ch_1":62.74342,"shape_bfr_ch_1":0.61483,"shape_lwr_ch_1":2.20875,"shape_p_2_a_ch_1":1.68616,"skew_inten_ch_1":0.59504,"skew_inten_ch_3":1.18083,"skew_inten_ch_4":0.59566,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4849,"total_inten_ch_2":86,"total_inten_ch_3":16480,"total_inten_ch_4":14446,"var_inten_ch_1":19.82495,"var_inten_ch_3":47.7644,"var_inten_ch_4":83.25186,"width_ch_1":11.35342}
{"case":"Test","class":"PS","angle_ch_1":41.10939,"area_ch_1":249,"avg_inten_ch_1":41.78151,"avg_inten_ch_2":96.58403,"avg_inten_ch_3":76.18908,"avg_inten_ch_4":176.4958,"convex_hull_area_ratio_ch_1":1.11759,"convex_hull_perim_ratio_ch_1":0.9322,"diff_inten_density_ch_1":45.78621,"diff_inten_density_ch_3":47.37701,"diff_inten_density_ch_4":87.38161,"entropy_inten_ch_1":6.25274,"entropy_inten_ch_3":6.39467,"entropy_inten_ch_4":6.82553,"eq_circ_diam_ch_1":17.82226,"eq_ellipse_lwr_ch_1":1.63497,"eq_ellipse_oblate_vol_ch_1":384.00899,"eq_ellipse_prolate_vol_ch_1":234.87272,"eq_sphere_area_ch_1":997.87302,"eq_sphere_vol_ch_1":2964.05823,"fiber_align_2_ch_3":1.46617,"fiber_align_2_ch_4":1.33147,"fiber_length_ch_1":24.54376,"fiber_width_ch_1":10.62332,"inten_cooc_asm_ch_3":0.01319,"inten_cooc_asm_ch_4":0.01232,"inten_cooc_contrast_ch_3":16.46615,"inten_cooc_contrast_ch_4":5.73519,"inten_cooc_entropy_ch_3":7.13039,"inten_cooc_entropy_ch_4":6.87129,"inten_cooc_max_ch_3":0.08756,"inten_cooc_max_ch_4":0.06452,"kurt_inten_ch_1":-0.31825,"kurt_inten_ch_3":2.39559,"kurt_inten_ch_4":-0.96737,"length_ch_1":24.85205,"neighbor_avg_dist_ch_1":160.61306,"neighbor_min_dist_ch_1":23.54762,"neighbor_var_dist_ch_1":79.95137,"perim_ch_1":70.33416,"shape_bfr_ch_1":0.58238,"shape_lwr_ch_1":1.44184,"shape_p_2_a_ch_1":1.5098,"skew_inten_ch_1":0.45505,"skew_inten_ch_3":0.99762,"skew_inten_ch_4":0.24986,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":9944,"total_inten_ch_2":22750,"total_inten_ch_3":18133,"total_inten_ch_4":42006,"var_inten_ch_1":26.23221,"var_inten_ch_3":52.25835,"var_inten_ch_4":132.11565,"width_ch_1":17.23634}
{"case":"Test","class":"PS","angle_ch_1":90.82973,"area_ch_1":202,"avg_inten_ch_1":47.89119,"avg_inten_ch_2":4.59585,"avg_inten_ch_3":113.32642,"avg_inten_ch_4":80.94819,"convex_hull_area_ratio_ch_1":1.24096,"convex_hull_perim_ratio_ch_1":0.84524,"diff_inten_density_ch_1":54.68263,"diff_inten_density_ch_3":109.85629,"diff_inten_density_ch_4":34.65269,"entropy_inten_ch_1":6.33421,"entropy_inten_ch_3":6.81634,"entropy_inten_ch_4":4.10178,"eq_circ_diam_ch_1":16.04918,"eq_ellipse_lwr_ch_1":3.73617,"eq_ellipse_oblate_vol_ch_1":423.90716,"eq_ellipse_prolate_vol_ch_1":113.46039,"eq_sphere_area_ch_1":809.19955,"eq_sphere_vol_ch_1":2164.49835,"fiber_align_2_ch_3":1.81726,"fiber_align_2_ch_4":1.04316,"fiber_length_ch_1":38.11104,"fiber_width_ch_1":5.70697,"inten_cooc_asm_ch_3":0.00696,"inten_cooc_asm_ch_4":0.22651,"inten_cooc_contrast_ch_3":20.7421,"inten_cooc_contrast_ch_4":1.28409,"inten_cooc_entropy_ch_3":7.41539,"inten_cooc_entropy_ch_4":3.89144,"inten_cooc_max_ch_3":0.03086,"inten_cooc_max_ch_4":0.47531,"kurt_inten_ch_1":2.5556,"kurt_inten_ch_3":4.94197,"kurt_inten_ch_4":-0.5532,"length_ch_1":30.72589,"neighbor_avg_dist_ch_1":177.50688,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":86.43977,"perim_ch_1":87.63603,"shape_bfr_ch_1":0.68698,"shape_lwr_ch_1":3.20597,"shape_p_2_a_ch_1":2.80994,"skew_inten_ch_1":1.40906,"skew_inten_ch_3":1.9378,"skew_inten_ch_4":0.90155,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9243,"total_inten_ch_2":695,"total_inten_ch_3":21872,"total_inten_ch_4":15623,"var_inten_ch_1":38.21189,"var_inten_ch_3":104.87823,"var_inten_ch_4":103.02385,"width_ch_1":9.58396}
{"case":"Test","class":"WS","angle_ch_1":64.03688,"area_ch_1":271,"avg_inten_ch_1":139.92278,"avg_inten_ch_2":739.74517,"avg_inten_ch_3":165.12355,"avg_inten_ch_4":701.16988,"convex_hull_area_ratio_ch_1":1.01866,"convex_hull_perim_ratio_ch_1":0.97746,"diff_inten_density_ch_1":65.6639,"diff_inten_density_ch_3":96.84647,"diff_inten_density_ch_4":479.64315,"entropy_inten_ch_1":6.73037,"entropy_inten_ch_3":7.31633,"entropy_inten_ch_4":6.18724,"eq_circ_diam_ch_1":18.59191,"eq_ellipse_lwr_ch_1":1.10312,"eq_ellipse_oblate_vol_ch_1":358.08209,"eq_ellipse_prolate_vol_ch_1":324.60843,"eq_sphere_area_ch_1":1085.92063,"eq_sphere_vol_ch_1":3364.89055,"fiber_align_2_ch_3":1.53721,"fiber_align_2_ch_4":1.12968,"fiber_length_ch_1":15.72977,"fiber_width_ch_1":15.72977,"inten_cooc_asm_ch_3":0.00808,"inten_cooc_asm_ch_4":0.03743,"inten_cooc_contrast_ch_3":17.90704,"inten_cooc_contrast_ch_4":3.9386,"inten_cooc_entropy_ch_3":7.33711,"inten_cooc_entropy_ch_4":6.12203,"inten_cooc_max_ch_3":0.0375,"inten_cooc_max_ch_4":0.17769,"kurt_inten_ch_1":1.02852,"kurt_inten_ch_3":1.06477,"kurt_inten_ch_4":-0.1421,"length_ch_1":20.62668,"neighbor_avg_dist_ch_1":190.27599,"neighbor_min_dist_ch_1":29.54892,"neighbor_var_dist_ch_1":102.16251,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.68429,"shape_lwr_ch_1":1.07241,"shape_p_2_a_ch_1":1.12145,"skew_inten_ch_1":0.30194,"skew_inten_ch_3":1.12679,"skew_inten_ch_4":1.09266,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":36240,"total_inten_ch_2":191336,"total_inten_ch_3":42767,"total_inten_ch_4":181603,"var_inten_ch_1":45.24777,"var_inten_ch_3":101.31365,"var_inten_ch_4":873.8287,"width_ch_1":19.23393}
{"case":"Train","class":"PS","angle_ch_1":122.46055,"area_ch_1":216,"avg_inten_ch_1":113.74396,"avg_inten_ch_2":374.66667,"avg_inten_ch_3":127.19324,"avg_inten_ch_4":721.94203,"convex_hull_area_ratio_ch_1":1.05607,"convex_hull_perim_ratio_ch_1":0.97314,"diff_inten_density_ch_1":79.58268,"diff_inten_density_ch_3":99.72966,"diff_inten_density_ch_4":310.38583,"entropy_inten_ch_1":6.99224,"entropy_inten_ch_3":5.64431,"entropy_inten_ch_4":7.53525,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":1.15691,"eq_ellipse_oblate_vol_ch_1":262.01596,"eq_ellipse_prolate_vol_ch_1":226.47819,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.34673,"fiber_align_2_ch_4":1.61656,"fiber_length_ch_1":14.79379,"fiber_width_ch_1":14.79379,"inten_cooc_asm_ch_3":0.07008,"inten_cooc_asm_ch_4":0.00854,"inten_cooc_contrast_ch_3":5.97516,"inten_cooc_contrast_ch_4":10.12013,"inten_cooc_entropy_ch_3":5.77686,"inten_cooc_entropy_ch_4":7.12995,"inten_cooc_max_ch_3":0.25654,"inten_cooc_max_ch_4":0.02632,"kurt_inten_ch_1":-0.41251,"kurt_inten_ch_3":-0.75564,"kurt_inten_ch_4":-0.94798,"length_ch_1":20.18044,"neighbor_avg_dist_ch_1":177.60769,"neighbor_min_dist_ch_1":24.7838,"neighbor_var_dist_ch_1":75.73897,"perim_ch_1":59.17516,"shape_bfr_ch_1":0.60321,"shape_lwr_ch_1":1.1322,"shape_p_2_a_ch_1":1.24227,"skew_inten_ch_1":0.4086,"skew_inten_ch_3":0.74758,"skew_inten_ch_4":-0.15022,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":23545,"total_inten_ch_2":77350,"total_inten_ch_3":26329,"total_inten_ch_4":149442,"var_inten_ch_1":63.69202,"var_inten_ch_3":134.21182,"var_inten_ch_4":364.43138,"width_ch_1":17.82403}
{"case":"Train","class":"PS","angle_ch_1":117.95056,"area_ch_1":156,"avg_inten_ch_1":76.73154,"avg_inten_ch_2":351.67785,"avg_inten_ch_3":29.22819,"avg_inten_ch_4":151.51678,"convex_hull_area_ratio_ch_1":1.05397,"convex_hull_perim_ratio_ch_1":0.97281,"diff_inten_density_ch_1":47.27715,"diff_inten_density_ch_3":24.69288,"diff_inten_density_ch_4":84.83521,"entropy_inten_ch_1":6.25153,"entropy_inten_ch_3":4.43938,"entropy_inten_ch_4":5.83474,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.8968,"eq_ellipse_oblate_vol_ch_1":204.88552,"eq_ellipse_prolate_vol_ch_1":108.01663,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.17929,"fiber_align_2_ch_4":1.12182,"fiber_length_ch_1":16.83271,"fiber_width_ch_1":9.80765,"inten_cooc_asm_ch_3":0.11851,"inten_cooc_asm_ch_4":0.0426,"inten_cooc_contrast_ch_3":4.82779,"inten_cooc_contrast_ch_4":5.20466,"inten_cooc_entropy_ch_3":5.00137,"inten_cooc_entropy_ch_4":6.00961,"inten_cooc_max_ch_3":0.33846,"inten_cooc_max_ch_4":0.18978,"kurt_inten_ch_1":-0.7337,"kurt_inten_ch_3":-0.16501,"kurt_inten_ch_4":-1.05548,"length_ch_1":21.50213,"neighbor_avg_dist_ch_1":212.43658,"neighbor_min_dist_ch_1":13.92532,"neighbor_var_dist_ch_1":94.33593,"perim_ch_1":53.28072,"shape_bfr_ch_1":0.58825,"shape_lwr_ch_1":1.7414,"shape_p_2_a_ch_1":1.36839,"skew_inten_ch_1":-0.17906,"skew_inten_ch_3":0.92498,"skew_inten_ch_4":0.34648,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11433,"total_inten_ch_2":52252,"total_inten_ch_3":4355,"total_inten_ch_4":22576,"var_inten_ch_1":37.15551,"var_inten_ch_3":34.01759,"var_inten_ch_4":127.77574,"width_ch_1":12.34758}
{"case":"Train","class":"WS","angle_ch_1":74.59265,"area_ch_1":179,"avg_inten_ch_1":174.26316,"avg_inten_ch_2":450.15205,"avg_inten_ch_3":62.07018,"avg_inten_ch_4":157.27485,"convex_hull_area_ratio_ch_1":1.025,"convex_hull_perim_ratio_ch_1":0.98175,"diff_inten_density_ch_1":82.19614,"diff_inten_density_ch_3":55.59164,"diff_inten_density_ch_4":118.28617,"entropy_inten_ch_1":7.0054,"entropy_inten_ch_3":4.37044,"entropy_inten_ch_4":5.28617,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":1.5172,"eq_ellipse_oblate_vol_ch_1":225.28741,"eq_ellipse_prolate_vol_ch_1":148.48908,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1.43627,"fiber_align_2_ch_4":1.70242,"fiber_length_ch_1":13.17025,"fiber_width_ch_1":13.17025,"inten_cooc_asm_ch_3":0.16267,"inten_cooc_asm_ch_4":0.10223,"inten_cooc_contrast_ch_3":3.69444,"inten_cooc_contrast_ch_4":6.09725,"inten_cooc_entropy_ch_3":4.65679,"inten_cooc_entropy_ch_4":5.30898,"inten_cooc_max_ch_3":0.40506,"inten_cooc_max_ch_4":0.31646,"kurt_inten_ch_1":-0.28623,"kurt_inten_ch_3":4.23981,"kurt_inten_ch_4":0.31639,"length_ch_1":19.39831,"neighbor_avg_dist_ch_1":226.88778,"neighbor_min_dist_ch_1":14.26002,"neighbor_var_dist_ch_1":116.99389,"perim_ch_1":52.68098,"shape_bfr_ch_1":0.66383,"shape_lwr_ch_1":1.39363,"shape_p_2_a_ch_1":1.17054,"skew_inten_ch_1":0.13837,"skew_inten_ch_3":2.06696,"skew_inten_ch_4":0.93803,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":29799,"total_inten_ch_2":76806,"total_inten_ch_3":10614,"total_inten_ch_4":26894,"var_inten_ch_1":87.40365,"var_inten_ch_3":97.62409,"var_inten_ch_4":166.74872,"width_ch_1":13.91922}
{"case":"Train","class":"WS","angle_ch_1":137.49915,"area_ch_1":327,"avg_inten_ch_1":47.66667,"avg_inten_ch_2":184.05128,"avg_inten_ch_3":76.38782,"avg_inten_ch_4":199.72436,"convex_hull_area_ratio_ch_1":1.10445,"convex_hull_perim_ratio_ch_1":0.90941,"diff_inten_density_ch_1":42.77083,"diff_inten_density_ch_3":48.36111,"diff_inten_density_ch_4":101.88194,"entropy_inten_ch_1":6.46958,"entropy_inten_ch_3":5.85968,"entropy_inten_ch_4":7.47839,"eq_circ_diam_ch_1":20.4057,"eq_ellipse_lwr_ch_1":1.25187,"eq_ellipse_oblate_vol_ch_1":504.35117,"eq_ellipse_prolate_vol_ch_1":402.87828,"eq_sphere_area_ch_1":1308.13605,"eq_sphere_vol_ch_1":4448.90556,"fiber_align_2_ch_3":1.00843,"fiber_align_2_ch_4":1.47853,"fiber_length_ch_1":28.24158,"fiber_width_ch_1":12.08093,"inten_cooc_asm_ch_3":0.05491,"inten_cooc_asm_ch_4":0.00754,"inten_cooc_contrast_ch_3":4.67228,"inten_cooc_contrast_ch_4":10.10965,"inten_cooc_entropy_ch_3":5.92801,"inten_cooc_entropy_ch_4":7.35984,"inten_cooc_max_ch_3":0.223,"inten_cooc_max_ch_4":0.03114,"kurt_inten_ch_1":-0.52568,"kurt_inten_ch_3":-0.38878,"kurt_inten_ch_4":-0.06608,"length_ch_1":26.03715,"neighbor_avg_dist_ch_1":193.74707,"neighbor_min_dist_ch_1":36.19713,"neighbor_var_dist_ch_1":91.65686,"perim_ch_1":80.64502,"shape_bfr_ch_1":0.5926,"shape_lwr_ch_1":1.22844,"shape_p_2_a_ch_1":1.51689,"skew_inten_ch_1":0.80341,"skew_inten_ch_3":0.99836,"skew_inten_ch_4":0.45212,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":14872,"total_inten_ch_2":57113,"total_inten_ch_3":23833,"total_inten_ch_4":62314,"var_inten_ch_1":43.53467,"var_inten_ch_3":91.83011,"var_inten_ch_4":113.98592,"width_ch_1":21.19534}
{"case":"Test","class":"PS","angle_ch_1":93.91686,"area_ch_1":645,"avg_inten_ch_1":34.93994,"avg_inten_ch_2":95.36039,"avg_inten_ch_3":49.07305,"avg_inten_ch_4":105.18182,"convex_hull_area_ratio_ch_1":1.34624,"convex_hull_perim_ratio_ch_1":0.75474,"diff_inten_density_ch_1":45.56614,"diff_inten_density_ch_3":49.01235,"diff_inten_density_ch_4":83.48148,"entropy_inten_ch_1":6.2294,"entropy_inten_ch_3":5.80829,"entropy_inten_ch_4":5.71723,"eq_circ_diam_ch_1":28.67244,"eq_ellipse_lwr_ch_1":1.96328,"eq_ellipse_oblate_vol_ch_1":1752.19844,"eq_ellipse_prolate_vol_ch_1":892.4871,"eq_sphere_area_ch_1":2582.73016,"eq_sphere_vol_ch_1":12342.19387,"fiber_align_2_ch_3":1.64552,"fiber_align_2_ch_4":1.60326,"fiber_length_ch_1":70.93037,"fiber_width_ch_1":9.53899,"inten_cooc_asm_ch_3":0.05856,"inten_cooc_asm_ch_4":0.11172,"inten_cooc_contrast_ch_3":8.21472,"inten_cooc_contrast_ch_4":5.06106,"inten_cooc_entropy_ch_3":6.21327,"inten_cooc_entropy_ch_4":5.37147,"inten_cooc_max_ch_3":0.23252,"inten_cooc_max_ch_4":0.33741,"kurt_inten_ch_1":10.40015,"kurt_inten_ch_3":19.65933,"kurt_inten_ch_4":1.2219,"length_ch_1":47.75452,"neighbor_avg_dist_ch_1":269.72195,"neighbor_min_dist_ch_1":39.38674,"neighbor_var_dist_ch_1":131.02845,"perim_ch_1":160.93872,"shape_bfr_ch_1":0.49228,"shape_lwr_ch_1":1.73868,"shape_p_2_a_ch_1":3.04631,"skew_inten_ch_1":2.4382,"skew_inten_ch_3":3.80306,"skew_inten_ch_4":1.45849,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":12,"total_inten_ch_1":21523,"total_inten_ch_2":58127,"total_inten_ch_3":30229,"total_inten_ch_4":64792,"var_inten_ch_1":30.34303,"var_inten_ch_3":77.24446,"var_inten_ch_4":139.40009,"width_ch_1":27.46603}
{"case":"Test","class":"PS","angle_ch_1":160.22944,"area_ch_1":310,"avg_inten_ch_1":47.11824,"avg_inten_ch_2":221.15203,"avg_inten_ch_3":66.71284,"avg_inten_ch_4":125.30405,"convex_hull_area_ratio_ch_1":1.25537,"convex_hull_perim_ratio_ch_1":0.83904,"diff_inten_density_ch_1":52.78318,"diff_inten_density_ch_3":71.5271,"diff_inten_density_ch_4":89.56449,"entropy_inten_ch_1":6.40983,"entropy_inten_ch_3":5.40557,"entropy_inten_ch_4":6.29509,"eq_circ_diam_ch_1":19.87559,"eq_ellipse_lwr_ch_1":2.11807,"eq_ellipse_oblate_vol_ch_1":606.21805,"eq_ellipse_prolate_vol_ch_1":286.21301,"eq_sphere_area_ch_1":1241.05215,"eq_sphere_vol_ch_1":4111.10778,"fiber_align_2_ch_3":1.17501,"fiber_align_2_ch_4":1.51376,"fiber_length_ch_1":37.5552,"fiber_width_ch_1":8.77089,"inten_cooc_asm_ch_3":0.0586,"inten_cooc_asm_ch_4":0.04455,"inten_cooc_contrast_ch_3":7.81273,"inten_cooc_contrast_ch_4":6.55174,"inten_cooc_entropy_ch_3":5.95248,"inten_cooc_entropy_ch_4":6.28569,"inten_cooc_max_ch_3":0.23048,"inten_cooc_max_ch_4":0.19703,"kurt_inten_ch_1":0.72129,"kurt_inten_ch_3":2.68296,"kurt_inten_ch_4":0.18493,"length_ch_1":29.74737,"neighbor_avg_dist_ch_1":173.39655,"neighbor_min_dist_ch_1":24.91036,"neighbor_var_dist_ch_1":72.96092,"perim_ch_1":92.65218,"shape_bfr_ch_1":0.56742,"shape_lwr_ch_1":1.61836,"shape_p_2_a_ch_1":2.07389,"skew_inten_ch_1":0.97067,"skew_inten_ch_3":1.81797,"skew_inten_ch_4":1.02957,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":13947,"total_inten_ch_2":65166,"total_inten_ch_3":19747,"total_inten_ch_4":37090,"var_inten_ch_1":39.46059,"var_inten_ch_3":97.01081,"var_inten_ch_4":130.35534,"width_ch_1":18.38122}
{"case":"Train","class":"PS","angle_ch_1":111.53411,"area_ch_1":221,"avg_inten_ch_1":20.63033,"avg_inten_ch_2":198.31754,"avg_inten_ch_3":7,"avg_inten_ch_4":8.36493,"convex_hull_area_ratio_ch_1":1.13191,"convex_hull_perim_ratio_ch_1":0.89592,"diff_inten_density_ch_1":36.68586,"diff_inten_density_ch_3":9.70681,"diff_inten_density_ch_4":12.30366,"entropy_inten_ch_1":5.38913,"entropy_inten_ch_3":2.46816,"entropy_inten_ch_4":1.75623,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":1.28097,"eq_ellipse_oblate_vol_ch_1":283.73658,"eq_ellipse_prolate_vol_ch_1":221.50072,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.49157,"fiber_align_2_ch_4":1.88887,"fiber_length_ch_1":24.75314,"fiber_width_ch_1":9.39013,"inten_cooc_asm_ch_3":0.42892,"inten_cooc_asm_ch_4":0.5807,"inten_cooc_contrast_ch_3":1.5733,"inten_cooc_contrast_ch_4":0.63351,"inten_cooc_entropy_ch_3":2.73633,"inten_cooc_entropy_ch_4":1.76188,"inten_cooc_max_ch_3":0.65445,"inten_cooc_max_ch_4":0.7644,"kurt_inten_ch_1":-0.02884,"kurt_inten_ch_3":5.18628,"kurt_inten_ch_4":15.51374,"length_ch_1":21.27598,"neighbor_avg_dist_ch_1":196.64719,"neighbor_min_dist_ch_1":36.31278,"neighbor_var_dist_ch_1":110.57824,"perim_ch_1":68.28654,"shape_bfr_ch_1":0.62,"shape_lwr_ch_1":1.26896,"shape_p_2_a_ch_1":1.59645,"skew_inten_ch_1":0.67735,"skew_inten_ch_3":2.24079,"skew_inten_ch_4":3.72098,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":4353,"total_inten_ch_2":41635,"total_inten_ch_3":1477,"total_inten_ch_4":1765,"var_inten_ch_1":15.98595,"var_inten_ch_3":13.3697,"var_inten_ch_4":22.67145,"width_ch_1":16.76645}
{"case":"Test","class":"WS","angle_ch_1":117.62489,"area_ch_1":662,"avg_inten_ch_1":210.95728,"avg_inten_ch_2":164.24367,"avg_inten_ch_3":46.95095,"avg_inten_ch_4":36.80696,"convex_hull_area_ratio_ch_1":2.20271,"convex_hull_perim_ratio_ch_1":0.83663,"diff_inten_density_ch_1":92.99827,"diff_inten_density_ch_3":36.05637,"diff_inten_density_ch_4":30.48656,"entropy_inten_ch_1":8.24722,"entropy_inten_ch_3":3.47454,"entropy_inten_ch_4":5.26966,"eq_circ_diam_ch_1":29.04242,"eq_ellipse_lwr_ch_1":2.64692,"eq_ellipse_oblate_vol_ch_1":2114.30633,"eq_ellipse_prolate_vol_ch_1":798.77861,"eq_sphere_area_ch_1":2649.81406,"eq_sphere_vol_ch_1":12826.16768,"fiber_align_2_ch_3":1.4072,"fiber_align_2_ch_4":1.65492,"fiber_length_ch_1":86.73268,"fiber_width_ch_1":8.01856,"inten_cooc_asm_ch_3":0.35214,"inten_cooc_asm_ch_4":0.08707,"inten_cooc_contrast_ch_3":1.2354,"inten_cooc_contrast_ch_4":5.22149,"inten_cooc_entropy_ch_3":3.12868,"inten_cooc_entropy_ch_4":5.65991,"inten_cooc_max_ch_3":0.59067,"inten_cooc_max_ch_4":0.28571,"kurt_inten_ch_1":-0.45687,"kurt_inten_ch_3":11.12888,"kurt_inten_ch_4":1.29517,"length_ch_1":58.73175,"neighbor_avg_dist_ch_1":175.72073,"neighbor_min_dist_ch_1":28.39111,"neighbor_var_dist_ch_1":74.56507,"perim_ch_1":189.50249,"shape_bfr_ch_1":0.34958,"shape_lwr_ch_1":1.82027,"shape_p_2_a_ch_1":4.10902,"skew_inten_ch_1":0.50891,"skew_inten_ch_3":3.20497,"skew_inten_ch_4":1.27355,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":11,"total_inten_ch_1":133325,"total_inten_ch_2":103171,"total_inten_ch_3":29673,"total_inten_ch_4":23262,"var_inten_ch_1":129.3899,"var_inten_ch_3":114.98258,"var_inten_ch_4":43.5063,"width_ch_1":32.26548}
{"case":"Test","class":"WS","angle_ch_1":50.15696,"area_ch_1":188,"avg_inten_ch_1":270.41667,"avg_inten_ch_2":133.58889,"avg_inten_ch_3":487.66667,"avg_inten_ch_4":16.46111,"convex_hull_area_ratio_ch_1":1.17725,"convex_hull_perim_ratio_ch_1":0.92179,"diff_inten_density_ch_1":156.77778,"diff_inten_density_ch_3":296.26543,"diff_inten_density_ch_4":18.48148,"entropy_inten_ch_1":7.16124,"entropy_inten_ch_3":6.25435,"entropy_inten_ch_4":4.65704,"eq_circ_diam_ch_1":15.49924,"eq_ellipse_lwr_ch_1":1.84202,"eq_ellipse_oblate_vol_ch_1":268.08824,"eq_ellipse_prolate_vol_ch_1":145.54016,"eq_sphere_area_ch_1":754.69388,"eq_sphere_vol_ch_1":1949.53059,"fiber_align_2_ch_3":1.47317,"fiber_align_2_ch_4":1.05856,"fiber_length_ch_1":22.75248,"fiber_width_ch_1":8.70706,"inten_cooc_asm_ch_3":0.03079,"inten_cooc_asm_ch_4":0.04717,"inten_cooc_contrast_ch_3":10.00114,"inten_cooc_contrast_ch_4":14.74631,"inten_cooc_entropy_ch_3":6.47654,"inten_cooc_entropy_ch_4":6.14011,"inten_cooc_max_ch_3":0.15528,"inten_cooc_max_ch_4":0.20245,"kurt_inten_ch_1":-1.02375,"kurt_inten_ch_3":-1.21218,"kurt_inten_ch_4":-0.79738,"length_ch_1":22.28631,"neighbor_avg_dist_ch_1":245.45202,"neighbor_min_dist_ch_1":35.53961,"neighbor_var_dist_ch_1":125.32147,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.59788,"shape_lwr_ch_1":1.5739,"shape_p_2_a_ch_1":1.5902,"skew_inten_ch_1":0.02638,"skew_inten_ch_3":-0.13563,"skew_inten_ch_4":0.51238,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":48675,"total_inten_ch_2":23867,"total_inten_ch_3":87780,"total_inten_ch_4":2963,"var_inten_ch_1":157.46301,"var_inten_ch_3":342.50588,"var_inten_ch_4":14.77098,"width_ch_1":14.15996}
{"case":"Train","class":"WS","angle_ch_1":44.10269,"area_ch_1":237,"avg_inten_ch_1":175.44493,"avg_inten_ch_2":492.03965,"avg_inten_ch_3":238.87225,"avg_inten_ch_4":510.59031,"convex_hull_area_ratio_ch_1":1.03924,"convex_hull_perim_ratio_ch_1":0.94019,"diff_inten_density_ch_1":83.4689,"diff_inten_density_ch_3":136.39234,"diff_inten_density_ch_4":279.62201,"entropy_inten_ch_1":7.22133,"entropy_inten_ch_3":6.97573,"entropy_inten_ch_4":7.61349,"eq_circ_diam_ch_1":17.40553,"eq_ellipse_lwr_ch_1":1.29306,"eq_ellipse_oblate_vol_ch_1":318.10427,"eq_ellipse_prolate_vol_ch_1":246.0091,"eq_sphere_area_ch_1":951.75283,"eq_sphere_vol_ch_1":2760.95979,"fiber_align_2_ch_3":1.43856,"fiber_align_2_ch_4":1.30716,"fiber_length_ch_1":15.62375,"fiber_width_ch_1":15.62375,"inten_cooc_asm_ch_3":0.01565,"inten_cooc_asm_ch_4":0.00955,"inten_cooc_contrast_ch_3":5.10829,"inten_cooc_contrast_ch_4":10.5206,"inten_cooc_entropy_ch_3":6.7076,"inten_cooc_entropy_ch_4":7.05806,"inten_cooc_max_ch_3":0.08654,"inten_cooc_max_ch_4":0.03365,"kurt_inten_ch_1":0.84354,"kurt_inten_ch_3":1.14812,"kurt_inten_ch_4":-0.70441,"length_ch_1":21.02577,"neighbor_avg_dist_ch_1":245.17746,"neighbor_min_dist_ch_1":27.50982,"neighbor_var_dist_ch_1":134.8996,"perim_ch_1":62.495,"shape_bfr_ch_1":0.65055,"shape_lwr_ch_1":1.20871,"shape_p_2_a_ch_1":1.25773,"skew_inten_ch_1":0.54187,"skew_inten_ch_3":1.01368,"skew_inten_ch_4":0.36203,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":39826,"total_inten_ch_2":111467,"total_inten_ch_3":54224,"total_inten_ch_4":115904,"var_inten_ch_1":96.81105,"var_inten_ch_3":202.13082,"var_inten_ch_4":332.62762,"width_ch_1":17.39517}
{"case":"Train","class":"PS","angle_ch_1":76.23787,"area_ch_1":422,"avg_inten_ch_1":45.67246,"avg_inten_ch_2":6.11911,"avg_inten_ch_3":80.83623,"avg_inten_ch_4":45.77419,"convex_hull_area_ratio_ch_1":1.21475,"convex_hull_perim_ratio_ch_1":0.79381,"diff_inten_density_ch_1":49.21196,"diff_inten_density_ch_3":52.73098,"diff_inten_density_ch_4":31.47826,"entropy_inten_ch_1":6.53216,"entropy_inten_ch_3":6.12381,"entropy_inten_ch_4":5.68043,"eq_circ_diam_ch_1":23.19139,"eq_ellipse_lwr_ch_1":2.4773,"eq_ellipse_oblate_vol_ch_1":1041.52107,"eq_ellipse_prolate_vol_ch_1":420.42659,"eq_sphere_area_ch_1":1689.67574,"eq_sphere_vol_ch_1":6530.98769,"fiber_align_2_ch_3":1.21196,"fiber_align_2_ch_4":1.19254,"fiber_length_ch_1":49.97263,"fiber_width_ch_1":8.81483,"inten_cooc_asm_ch_3":0.05953,"inten_cooc_asm_ch_4":0.04554,"inten_cooc_contrast_ch_3":3.70251,"inten_cooc_contrast_ch_4":5.88054,"inten_cooc_entropy_ch_3":5.95321,"inten_cooc_entropy_ch_4":6.06237,"inten_cooc_max_ch_3":0.23416,"inten_cooc_max_ch_4":0.20643,"kurt_inten_ch_1":1.45817,"kurt_inten_ch_3":0.58766,"kurt_inten_ch_4":0.4742,"length_ch_1":38.7419,"neighbor_avg_dist_ch_1":300.00208,"neighbor_min_dist_ch_1":37.88095,"neighbor_var_dist_ch_1":118.49333,"perim_ch_1":117.57492,"shape_bfr_ch_1":0.60097,"shape_lwr_ch_1":2.13535,"shape_p_2_a_ch_1":2.4973,"skew_inten_ch_1":1.31111,"skew_inten_ch_3":1.19404,"skew_inten_ch_4":1.26225,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":18406,"total_inten_ch_2":2064,"total_inten_ch_3":32577,"total_inten_ch_4":18447,"var_inten_ch_1":40.89752,"var_inten_ch_3":92.07877,"var_inten_ch_4":55.65492,"width_ch_1":18.14307}
{"case":"Test","class":"WS","angle_ch_1":93.60041,"area_ch_1":193,"avg_inten_ch_1":25.43784,"avg_inten_ch_2":385.84324,"avg_inten_ch_3":15.85405,"avg_inten_ch_4":84.61622,"convex_hull_area_ratio_ch_1":1.09669,"convex_hull_perim_ratio_ch_1":0.90507,"diff_inten_density_ch_1":36.02424,"diff_inten_density_ch_3":12.4303,"diff_inten_density_ch_4":53.04242,"entropy_inten_ch_1":5.56744,"entropy_inten_ch_3":3.01409,"entropy_inten_ch_4":5.21017,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":2.03826,"eq_ellipse_oblate_vol_ch_1":293.83847,"eq_ellipse_prolate_vol_ch_1":144.16161,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.04716,"fiber_align_2_ch_4":1.48591,"fiber_length_ch_1":24.03971,"fiber_width_ch_1":8.56785,"inten_cooc_asm_ch_3":0.35061,"inten_cooc_asm_ch_4":0.1009,"inten_cooc_contrast_ch_3":1.32793,"inten_cooc_contrast_ch_4":3.61938,"inten_cooc_entropy_ch_3":3.15949,"inten_cooc_entropy_ch_4":5.26407,"inten_cooc_max_ch_3":0.58929,"inten_cooc_max_ch_4":0.30864,"kurt_inten_ch_1":-0.3215,"kurt_inten_ch_3":0.3198,"kurt_inten_ch_4":-0.90025,"length_ch_1":23.75831,"neighbor_avg_dist_ch_1":204.11294,"neighbor_min_dist_ch_1":25.099,"neighbor_var_dist_ch_1":98.96783,"perim_ch_1":65.21512,"shape_bfr_ch_1":0.64865,"shape_lwr_ch_1":1.88814,"shape_p_2_a_ch_1":1.64317,"skew_inten_ch_1":0.52876,"skew_inten_ch_3":1.27319,"skew_inten_ch_4":0.61209,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":4706,"total_inten_ch_2":71197,"total_inten_ch_3":2933,"total_inten_ch_4":15654,"var_inten_ch_1":16.16161,"var_inten_ch_3":23.86777,"var_inten_ch_4":86.51042,"width_ch_1":12.58293}
{"case":"Train","class":"WS","angle_ch_1":91.02572,"area_ch_1":510,"avg_inten_ch_1":230.10062,"avg_inten_ch_2":119.40657,"avg_inten_ch_3":2.58316,"avg_inten_ch_4":40.82957,"convex_hull_area_ratio_ch_1":1.07056,"convex_hull_perim_ratio_ch_1":0.96687,"diff_inten_density_ch_1":90.29682,"diff_inten_density_ch_3":5.3965,"diff_inten_density_ch_4":24.74589,"entropy_inten_ch_1":8.07431,"entropy_inten_ch_3":1.8054,"entropy_inten_ch_4":4.08712,"eq_circ_diam_ch_1":25.49404,"eq_ellipse_lwr_ch_1":3.69877,"eq_ellipse_oblate_vol_ch_1":1690.61161,"eq_ellipse_prolate_vol_ch_1":457.0736,"eq_sphere_area_ch_1":2041.86621,"eq_sphere_vol_ch_1":8675.904,"fiber_align_2_ch_3":1.83668,"fiber_align_2_ch_4":1.1982,"fiber_length_ch_1":45.67124,"fiber_width_ch_1":11.38354,"inten_cooc_asm_ch_3":0.51591,"inten_cooc_asm_ch_4":0.27784,"inten_cooc_contrast_ch_3":1.04479,"inten_cooc_contrast_ch_4":1.07918,"inten_cooc_entropy_ch_3":2.14595,"inten_cooc_entropy_ch_4":3.63198,"inten_cooc_max_ch_3":0.71526,"inten_cooc_max_ch_4":0.52321,"kurt_inten_ch_1":-0.20323,"kurt_inten_ch_3":10.37225,"kurt_inten_ch_4":1.49632,"length_ch_1":49.24495,"neighbor_avg_dist_ch_1":253.1391,"neighbor_min_dist_ch_1":35.49534,"neighbor_var_dist_ch_1":113.25217,"perim_ch_1":114.10955,"shape_bfr_ch_1":0.76319,"shape_lwr_ch_1":3.62567,"shape_p_2_a_ch_1":1.99302,"skew_inten_ch_1":0.67321,"skew_inten_ch_3":3.11913,"skew_inten_ch_4":1.55814,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":112059,"total_inten_ch_2":57665,"total_inten_ch_3":1258,"total_inten_ch_4":19884,"var_inten_ch_1":138.58851,"var_inten_ch_3":6.44968,"var_inten_ch_4":62.84156,"width_ch_1":13.5823}
{"case":"Train","class":"PS","angle_ch_1":45.86886,"area_ch_1":331,"avg_inten_ch_1":66.9019,"avg_inten_ch_2":111.04114,"avg_inten_ch_3":107.88924,"avg_inten_ch_4":66.73418,"convex_hull_area_ratio_ch_1":1.69219,"convex_hull_perim_ratio_ch_1":0.84263,"diff_inten_density_ch_1":65.33512,"diff_inten_density_ch_3":93.68449,"diff_inten_density_ch_4":45.47415,"entropy_inten_ch_1":6.78454,"entropy_inten_ch_3":6.24879,"entropy_inten_ch_4":5.06473,"eq_circ_diam_ch_1":20.53609,"eq_ellipse_lwr_ch_1":2.28203,"eq_ellipse_oblate_vol_ch_1":694.08575,"eq_ellipse_prolate_vol_ch_1":304.15238,"eq_sphere_area_ch_1":1324.90703,"eq_sphere_vol_ch_1":4534.73507,"fiber_align_2_ch_3":1.76371,"fiber_align_2_ch_4":1.36648,"fiber_length_ch_1":55.47964,"fiber_width_ch_1":6.29142,"inten_cooc_asm_ch_3":0.03895,"inten_cooc_asm_ch_4":0.12511,"inten_cooc_contrast_ch_3":9.32209,"inten_cooc_contrast_ch_4":4.88128,"inten_cooc_entropy_ch_3":6.35349,"inten_cooc_entropy_ch_4":5.23667,"inten_cooc_max_ch_3":0.18345,"inten_cooc_max_ch_4":0.35336,"kurt_inten_ch_1":4.24817,"kurt_inten_ch_3":2.30708,"kurt_inten_ch_4":-1.02,"length_ch_1":43.45352,"neighbor_avg_dist_ch_1":222.48427,"neighbor_min_dist_ch_1":13.65932,"neighbor_var_dist_ch_1":112.01849,"perim_ch_1":123.54212,"shape_bfr_ch_1":0.34785,"shape_lwr_ch_1":1.98297,"shape_p_2_a_ch_1":3.47965,"skew_inten_ch_1":1.92246,"skew_inten_ch_3":1.62733,"skew_inten_ch_4":0.56752,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":6,"total_inten_ch_1":21141,"total_inten_ch_2":34774,"total_inten_ch_3":34093,"total_inten_ch_4":21088,"var_inten_ch_1":61.38136,"var_inten_ch_3":130.36714,"var_inten_ch_4":69.82074,"width_ch_1":21.91338}
{"case":"Train","class":"WS","angle_ch_1":117.86863,"area_ch_1":617,"avg_inten_ch_1":20.10526,"avg_inten_ch_2":104.34126,"avg_inten_ch_3":35.39898,"avg_inten_ch_4":84.50255,"convex_hull_area_ratio_ch_1":1.11276,"convex_hull_perim_ratio_ch_1":0.87046,"diff_inten_density_ch_1":34.44685,"diff_inten_density_ch_3":35.26306,"diff_inten_density_ch_4":58.04865,"entropy_inten_ch_1":5.32184,"entropy_inten_ch_3":5.51055,"entropy_inten_ch_4":6.42107,"eq_circ_diam_ch_1":28.03702,"eq_ellipse_lwr_ch_1":1.15533,"eq_ellipse_oblate_vol_ch_1":1256.744,"eq_ellipse_prolate_vol_ch_1":1087.78274,"eq_sphere_area_ch_1":2469.52608,"eq_sphere_vol_ch_1":11539.69255,"fiber_align_2_ch_3":1.73705,"fiber_align_2_ch_4":1.21815,"fiber_length_ch_1":41.86647,"fiber_width_ch_1":15.20962,"inten_cooc_asm_ch_3":0.06254,"inten_cooc_asm_ch_4":0.04317,"inten_cooc_contrast_ch_3":8.7973,"inten_cooc_contrast_ch_4":5.96036,"inten_cooc_entropy_ch_3":6.15679,"inten_cooc_entropy_ch_4":6.381,"inten_cooc_max_ch_3":0.23964,"inten_cooc_max_ch_4":0.19279,"kurt_inten_ch_1":5.17611,"kurt_inten_ch_3":10.20952,"kurt_inten_ch_4":-0.25946,"length_ch_1":34.43489,"neighbor_avg_dist_ch_1":287.36488,"neighbor_min_dist_ch_1":36.54297,"neighbor_var_dist_ch_1":122.11391,"perim_ch_1":114.15218,"shape_bfr_ch_1":0.57677,"shape_lwr_ch_1":1.10777,"shape_p_2_a_ch_1":1.62844,"skew_inten_ch_1":1.83078,"skew_inten_ch_3":2.7307,"skew_inten_ch_4":0.74824,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":6,"total_inten_ch_1":11842,"total_inten_ch_2":60869,"total_inten_ch_3":20850,"total_inten_ch_4":49772,"var_inten_ch_1":21.56104,"var_inten_ch_3":49.02612,"var_inten_ch_4":80.71957,"width_ch_1":31.08486}
{"case":"Test","class":"PS","angle_ch_1":16.9693,"area_ch_1":179,"avg_inten_ch_1":18.44444,"avg_inten_ch_2":29.09942,"avg_inten_ch_3":5.36842,"avg_inten_ch_4":9.01754,"convex_hull_area_ratio_ch_1":1.10041,"convex_hull_perim_ratio_ch_1":0.92785,"diff_inten_density_ch_1":38.02932,"diff_inten_density_ch_3":13.41694,"diff_inten_density_ch_4":20.30945,"entropy_inten_ch_1":5.12191,"entropy_inten_ch_3":3.27477,"entropy_inten_ch_4":4.29987,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":1.47318,"eq_ellipse_oblate_vol_ch_1":221.99495,"eq_ellipse_prolate_vol_ch_1":150.69135,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":18.9947,"fiber_width_ch_1":10.02952,"inten_cooc_asm_ch_3":0.088,"inten_cooc_asm_ch_4":0.01145,"inten_cooc_contrast_ch_3":17.63379,"inten_cooc_contrast_ch_4":57.63882,"inten_cooc_entropy_ch_3":4.90568,"inten_cooc_entropy_ch_4":6.97015,"inten_cooc_max_ch_3":0.27097,"inten_cooc_max_ch_4":0.06579,"kurt_inten_ch_1":-0.26242,"kurt_inten_ch_3":2.06313,"kurt_inten_ch_4":-0.63097,"length_ch_1":20.3983,"neighbor_avg_dist_ch_1":218.82428,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":113.34074,"perim_ch_1":58.04845,"shape_bfr_ch_1":0.61775,"shape_lwr_ch_1":1.43407,"shape_p_2_a_ch_1":1.40752,"skew_inten_ch_1":0.73459,"skew_inten_ch_3":1.59928,"skew_inten_ch_4":0.64922,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":3154,"total_inten_ch_2":4806,"total_inten_ch_3":918,"total_inten_ch_4":1542,"var_inten_ch_1":16.09588,"var_inten_ch_3":7.70197,"var_inten_ch_4":8.49112,"width_ch_1":14.22409}
{"case":"Test","class":"PS","angle_ch_1":0.33065,"area_ch_1":181,"avg_inten_ch_1":137.54913,"avg_inten_ch_2":252.20231,"avg_inten_ch_3":0.30636,"avg_inten_ch_4":57.31214,"convex_hull_area_ratio_ch_1":1.04033,"convex_hull_perim_ratio_ch_1":0.9694,"diff_inten_density_ch_1":68.25478,"diff_inten_density_ch_3":1.41401,"diff_inten_density_ch_4":36.08917,"entropy_inten_ch_1":6.94319,"entropy_inten_ch_3":0.30701,"entropy_inten_ch_4":4.37825,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":1.82043,"eq_ellipse_oblate_vol_ch_1":251.11776,"eq_ellipse_prolate_vol_ch_1":137.94437,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.7172,"fiber_align_2_ch_4":1.36198,"fiber_length_ch_1":17.71758,"fiber_width_ch_1":10.63415,"inten_cooc_asm_ch_3":0.92548,"inten_cooc_asm_ch_4":0.19154,"inten_cooc_contrast_ch_3":0.02221,"inten_cooc_contrast_ch_4":2.57814,"inten_cooc_entropy_ch_3":0.29316,"inten_cooc_entropy_ch_4":4.32468,"inten_cooc_max_ch_3":0.96296,"inten_cooc_max_ch_4":0.4321,"kurt_inten_ch_1":-1.03914,"kurt_inten_ch_3":58.26553,"kurt_inten_ch_4":-0.70332,"length_ch_1":20.47585,"neighbor_avg_dist_ch_1":232.62274,"neighbor_min_dist_ch_1":24.59275,"neighbor_var_dist_ch_1":112.95743,"perim_ch_1":56.70346,"shape_bfr_ch_1":0.78351,"shape_lwr_ch_1":1.81153,"shape_p_2_a_ch_1":1.358,"skew_inten_ch_1":0.13617,"skew_inten_ch_3":7.48863,"skew_inten_ch_4":0.78599,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":23796,"total_inten_ch_2":43459,"total_inten_ch_3":53,"total_inten_ch_4":9915,"var_inten_ch_1":75.72955,"var_inten_ch_3":1.99242,"var_inten_ch_4":66.84574,"width_ch_1":11.30307}
{"case":"Train","class":"PS","angle_ch_1":85.42818,"area_ch_1":317,"avg_inten_ch_1":47.28053,"avg_inten_ch_2":4.92409,"avg_inten_ch_3":113.78548,"avg_inten_ch_4":31.24752,"convex_hull_area_ratio_ch_1":1.3214,"convex_hull_perim_ratio_ch_1":0.80882,"diff_inten_density_ch_1":46.60149,"diff_inten_density_ch_3":89.26443,"diff_inten_density_ch_4":24.58659,"entropy_inten_ch_1":6.44844,"entropy_inten_ch_3":7.188,"entropy_inten_ch_4":4.20347,"eq_circ_diam_ch_1":20.10923,"eq_ellipse_lwr_ch_1":4.03555,"eq_ellipse_oblate_vol_ch_1":866.63613,"eq_ellipse_prolate_vol_ch_1":214.75051,"eq_sphere_area_ch_1":1270.40136,"eq_sphere_vol_ch_1":4257.79981,"fiber_align_2_ch_3":1.44469,"fiber_align_2_ch_4":1.38411,"fiber_length_ch_1":52.97995,"fiber_width_ch_1":6.3558,"inten_cooc_asm_ch_3":0.00576,"inten_cooc_asm_ch_4":0.18585,"inten_cooc_contrast_ch_3":21.83226,"inten_cooc_contrast_ch_4":2.19258,"inten_cooc_entropy_ch_3":7.67428,"inten_cooc_entropy_ch_4":4.35094,"inten_cooc_max_ch_3":0.01527,"inten_cooc_max_ch_4":0.42748,"kurt_inten_ch_1":0.90814,"kurt_inten_ch_3":3.07165,"kurt_inten_ch_4":1.71886,"length_ch_1":41.23011,"neighbor_avg_dist_ch_1":262.9186,"neighbor_min_dist_ch_1":38.53932,"neighbor_var_dist_ch_1":128.72875,"perim_ch_1":118.67149,"shape_bfr_ch_1":0.59908,"shape_lwr_ch_1":3.20652,"shape_p_2_a_ch_1":3.32812,"skew_inten_ch_1":0.96424,"skew_inten_ch_3":1.31075,"skew_inten_ch_4":1.61234,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":14326,"total_inten_ch_2":1190,"total_inten_ch_3":34477,"total_inten_ch_4":9468,"var_inten_ch_1":30.5403,"var_inten_ch_3":73.89032,"var_inten_ch_4":47.33897,"width_ch_1":12.8582}
{"case":"Test","class":"WS","angle_ch_1":58.7021,"area_ch_1":489,"avg_inten_ch_1":668.19272,"avg_inten_ch_2":128.82227,"avg_inten_ch_3":18.04497,"avg_inten_ch_4":81.82441,"convex_hull_area_ratio_ch_1":1.24896,"convex_hull_perim_ratio_ch_1":0.92193,"diff_inten_density_ch_1":202.2844,"diff_inten_density_ch_3":20.54358,"diff_inten_density_ch_4":41.58486,"entropy_inten_ch_1":8.45283,"entropy_inten_ch_3":3.06964,"entropy_inten_ch_4":6.42571,"eq_circ_diam_ch_1":24.96506,"eq_ellipse_lwr_ch_1":1.92464,"eq_ellipse_oblate_vol_ch_1":1145.17512,"eq_ellipse_prolate_vol_ch_1":595.00668,"eq_sphere_area_ch_1":1958.01134,"eq_sphere_vol_ch_1":8146.97937,"fiber_align_2_ch_3":1.70614,"fiber_align_2_ch_4":1.26808,"fiber_length_ch_1":42.6283,"fiber_width_ch_1":11.85188,"inten_cooc_asm_ch_3":0.37416,"inten_cooc_asm_ch_4":0.04428,"inten_cooc_contrast_ch_3":1.56474,"inten_cooc_contrast_ch_4":5.92415,"inten_cooc_entropy_ch_3":3.06533,"inten_cooc_entropy_ch_4":6.33722,"inten_cooc_max_ch_3":0.62329,"inten_cooc_max_ch_4":0.19863,"kurt_inten_ch_1":-0.96646,"kurt_inten_ch_3":9.2379,"kurt_inten_ch_4":-0.60237,"length_ch_1":38.97442,"neighbor_avg_dist_ch_1":178.70002,"neighbor_min_dist_ch_1":33.0803,"neighbor_var_dist_ch_1":76.04819,"perim_ch_1":108.96037,"shape_bfr_ch_1":0.54433,"shape_lwr_ch_1":1.68914,"shape_p_2_a_ch_1":1.86999,"skew_inten_ch_1":-0.23987,"skew_inten_ch_3":2.865,"skew_inten_ch_4":0.39113,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":312046,"total_inten_ch_2":59694,"total_inten_ch_3":8427,"total_inten_ch_4":38212,"var_inten_ch_1":336.36752,"var_inten_ch_3":37.79291,"var_inten_ch_4":65.05711,"width_ch_1":23.07354}
{"case":"Train","class":"PS","angle_ch_1":82.24723,"area_ch_1":188,"avg_inten_ch_1":30.39444,"avg_inten_ch_2":3.06111,"avg_inten_ch_3":76.16667,"avg_inten_ch_4":8.40556,"convex_hull_area_ratio_ch_1":1.10133,"convex_hull_perim_ratio_ch_1":0.95559,"diff_inten_density_ch_1":44.68944,"diff_inten_density_ch_3":68.44099,"diff_inten_density_ch_4":13.29193,"entropy_inten_ch_1":5.93104,"entropy_inten_ch_3":6.66228,"entropy_inten_ch_4":3.13486,"eq_circ_diam_ch_1":15.49924,"eq_ellipse_lwr_ch_1":3.19086,"eq_ellipse_oblate_vol_ch_1":352.84517,"eq_ellipse_prolate_vol_ch_1":110.57996,"eq_sphere_area_ch_1":754.69388,"eq_sphere_vol_ch_1":1949.53059,"fiber_align_2_ch_3":1.12861,"fiber_align_2_ch_4":1.12102,"fiber_length_ch_1":27.17441,"fiber_width_ch_1":7.23235,"inten_cooc_asm_ch_3":0.00711,"inten_cooc_asm_ch_4":0.21015,"inten_cooc_contrast_ch_3":22.09986,"inten_cooc_contrast_ch_4":3.83788,"inten_cooc_entropy_ch_3":7.35973,"inten_cooc_entropy_ch_4":4.07443,"inten_cooc_max_ch_3":0.02367,"inten_cooc_max_ch_4":0.47337,"kurt_inten_ch_1":0.09165,"kurt_inten_ch_3":0.27629,"kurt_inten_ch_4":4.93721,"length_ch_1":28.21885,"neighbor_avg_dist_ch_1":172.60278,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":69.43776,"perim_ch_1":68.81352,"shape_bfr_ch_1":0.62784,"shape_lwr_ch_1":2.64984,"shape_p_2_a_ch_1":1.91732,"skew_inten_ch_1":0.67869,"skew_inten_ch_3":0.70713,"skew_inten_ch_4":2.19898,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5471,"total_inten_ch_2":372,"total_inten_ch_3":13710,"total_inten_ch_4":1513,"var_inten_ch_1":21.158,"var_inten_ch_3":50.16213,"var_inten_ch_4":14.95018,"width_ch_1":10.64928}
{"case":"Train","class":"PS","angle_ch_1":47.69789,"area_ch_1":155,"avg_inten_ch_1":77.88514,"avg_inten_ch_2":74.86486,"avg_inten_ch_3":181.18919,"avg_inten_ch_4":180.02027,"convex_hull_area_ratio_ch_1":1.21078,"convex_hull_perim_ratio_ch_1":0.91586,"diff_inten_density_ch_1":69.29885,"diff_inten_density_ch_3":167.33716,"diff_inten_density_ch_4":117.50575,"entropy_inten_ch_1":6.48277,"entropy_inten_ch_3":6.53199,"entropy_inten_ch_4":5.49885,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":1.74599,"eq_ellipse_oblate_vol_ch_1":194.59652,"eq_ellipse_prolate_vol_ch_1":111.45337,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1.67043,"fiber_align_2_ch_4":1.69729,"fiber_length_ch_1":22.1634,"fiber_width_ch_1":7.46056,"inten_cooc_asm_ch_3":0.0112,"inten_cooc_asm_ch_4":0.04991,"inten_cooc_contrast_ch_3":13.26357,"inten_cooc_contrast_ch_4":7.59725,"inten_cooc_entropy_ch_3":6.82294,"inten_cooc_entropy_ch_4":5.93592,"inten_cooc_max_ch_3":0.04651,"inten_cooc_max_ch_4":0.22727,"kurt_inten_ch_1":2.31146,"kurt_inten_ch_3":2.27437,"kurt_inten_ch_4":-0.85889,"length_ch_1":19.62701,"neighbor_avg_dist_ch_1":156.39634,"neighbor_min_dist_ch_1":23.54762,"neighbor_var_dist_ch_1":72.77768,"perim_ch_1":59.24792,"shape_bfr_ch_1":0.59477,"shape_lwr_ch_1":1.47692,"shape_p_2_a_ch_1":1.68937,"skew_inten_ch_1":1.4401,"skew_inten_ch_3":1.57675,"skew_inten_ch_4":0.39574,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":11527,"total_inten_ch_2":10933,"total_inten_ch_3":26816,"total_inten_ch_4":26643,"var_inten_ch_1":61.78959,"var_inten_ch_3":180.93404,"var_inten_ch_4":156.29431,"width_ch_1":13.28913}
{"case":"Test","class":"WS","angle_ch_1":114.36174,"area_ch_1":162,"avg_inten_ch_1":110.3871,"avg_inten_ch_2":531.25806,"avg_inten_ch_3":170.16774,"avg_inten_ch_4":335.67742,"convex_hull_area_ratio_ch_1":1.02469,"convex_hull_perim_ratio_ch_1":0.97673,"diff_inten_density_ch_1":73.50355,"diff_inten_density_ch_3":147.80851,"diff_inten_density_ch_4":259.70922,"entropy_inten_ch_1":6.66455,"entropy_inten_ch_3":6.64148,"entropy_inten_ch_4":6.96303,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.14654,"eq_ellipse_oblate_vol_ch_1":169.01047,"eq_ellipse_prolate_vol_ch_1":147.4092,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.5531,"fiber_align_2_ch_4":1.47112,"fiber_length_ch_1":12.23427,"fiber_width_ch_1":12.23427,"inten_cooc_asm_ch_3":0.00957,"inten_cooc_asm_ch_4":0.00853,"inten_cooc_contrast_ch_3":13.97445,"inten_cooc_contrast_ch_4":19.22907,"inten_cooc_entropy_ch_3":7.07119,"inten_cooc_entropy_ch_4":7.10686,"inten_cooc_max_ch_3":0.05,"inten_cooc_max_ch_4":0.02817,"kurt_inten_ch_1":1.64321,"kurt_inten_ch_3":2.60482,"kurt_inten_ch_4":-0.87338,"length_ch_1":16.01331,"neighbor_avg_dist_ch_1":156.54251,"neighbor_min_dist_ch_1":40.60538,"neighbor_var_dist_ch_1":60.58856,"perim_ch_1":48.93706,"shape_bfr_ch_1":0.69634,"shape_lwr_ch_1":1.09904,"shape_p_2_a_ch_1":1.1223,"skew_inten_ch_1":1.33118,"skew_inten_ch_3":1.56998,"skew_inten_ch_4":0.20097,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":17110,"total_inten_ch_2":82191,"total_inten_ch_3":26376,"total_inten_ch_4":52030,"var_inten_ch_1":67.82086,"var_inten_ch_3":176.68612,"var_inten_ch_4":228.50419,"width_ch_1":14.57033}
{"case":"Train","class":"PS","angle_ch_1":149.66656,"area_ch_1":150,"avg_inten_ch_1":23.34722,"avg_inten_ch_2":2.70833,"avg_inten_ch_3":48.51389,"avg_inten_ch_4":9.15278,"convex_hull_area_ratio_ch_1":1.44849,"convex_hull_perim_ratio_ch_1":0.9059,"diff_inten_density_ch_1":37.91736,"diff_inten_density_ch_3":38.94215,"diff_inten_density_ch_4":19.80992,"entropy_inten_ch_1":5.39351,"entropy_inten_ch_3":5.9483,"entropy_inten_ch_4":1.84035,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":4.62426,"eq_ellipse_oblate_vol_ch_1":303.93901,"eq_ellipse_prolate_vol_ch_1":65.72705,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.48342,"fiber_align_2_ch_4":1.46197,"fiber_length_ch_1":33.55987,"fiber_width_ch_1":4.92705,"inten_cooc_asm_ch_3":0.00748,"inten_cooc_asm_ch_4":0.4347,"inten_cooc_contrast_ch_3":19.51125,"inten_cooc_contrast_ch_4":1.45962,"inten_cooc_entropy_ch_3":7.21372,"inten_cooc_entropy_ch_4":2.39824,"inten_cooc_max_ch_3":0.01709,"inten_cooc_max_ch_4":0.66667,"kurt_inten_ch_1":-0.30256,"kurt_inten_ch_3":-0.00165,"kurt_inten_ch_4":26.36624,"length_ch_1":31.09736,"neighbor_avg_dist_ch_1":221.3395,"neighbor_min_dist_ch_1":24.74148,"neighbor_var_dist_ch_1":122.24148,"perim_ch_1":76.97386,"shape_bfr_ch_1":0.46432,"shape_lwr_ch_1":2.97487,"shape_p_2_a_ch_1":2.85145,"skew_inten_ch_1":0.476,"skew_inten_ch_3":0.28264,"skew_inten_ch_4":4.91741,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3362,"total_inten_ch_2":247,"total_inten_ch_3":6986,"total_inten_ch_4":1318,"var_inten_ch_1":16.96333,"var_inten_ch_3":28.59875,"var_inten_ch_4":30.55944,"width_ch_1":10.45335}
{"case":"Train","class":"PS","angle_ch_1":12.51912,"area_ch_1":690,"avg_inten_ch_1":39.5129,"avg_inten_ch_2":202.72838,"avg_inten_ch_3":45.64947,"avg_inten_ch_4":78.81942,"convex_hull_area_ratio_ch_1":1.42001,"convex_hull_perim_ratio_ch_1":0.65782,"diff_inten_density_ch_1":47.35128,"diff_inten_density_ch_3":37.8633,"diff_inten_density_ch_4":56.24275,"entropy_inten_ch_1":6.39204,"entropy_inten_ch_3":5.50201,"entropy_inten_ch_4":6.08988,"eq_circ_diam_ch_1":29.6563,"eq_ellipse_lwr_ch_1":1.96334,"eq_ellipse_oblate_vol_ch_1":1938.86331,"eq_ellipse_prolate_vol_ch_1":987.53421,"eq_sphere_area_ch_1":2763.01814,"eq_sphere_vol_ch_1":13656.81473,"fiber_align_2_ch_3":1.48064,"fiber_align_2_ch_4":1.40232,"fiber_length_ch_1":88.8242,"fiber_width_ch_1":8.07757,"inten_cooc_asm_ch_3":0.10437,"inten_cooc_asm_ch_4":0.06217,"inten_cooc_contrast_ch_3":4.80179,"inten_cooc_contrast_ch_4":5.86492,"inten_cooc_entropy_ch_3":5.48923,"inten_cooc_entropy_ch_4":6.05203,"inten_cooc_max_ch_3":0.3196,"inten_cooc_max_ch_4":0.23833,"kurt_inten_ch_1":-0.04466,"kurt_inten_ch_3":2.53525,"kurt_inten_ch_4":-0.73407,"length_ch_1":48.0814,"neighbor_avg_dist_ch_1":185.63533,"neighbor_min_dist_ch_1":30.9861,"neighbor_var_dist_ch_1":98.14446,"perim_ch_1":193.80352,"shape_bfr_ch_1":0.4721,"shape_lwr_ch_1":1.58001,"shape_p_2_a_ch_1":4.16581,"skew_inten_ch_1":0.56699,"skew_inten_ch_3":1.65634,"skew_inten_ch_4":0.67483,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":17,"total_inten_ch_1":26039,"total_inten_ch_2":132940,"total_inten_ch_3":30083,"total_inten_ch_4":51942,"var_inten_ch_1":26.04055,"var_inten_ch_3":60.14356,"var_inten_ch_4":80.14866,"width_ch_1":30.43106}
{"case":"Train","class":"WS","angle_ch_1":95.07839,"area_ch_1":193,"avg_inten_ch_1":320.73514,"avg_inten_ch_2":493.89189,"avg_inten_ch_3":252.73514,"avg_inten_ch_4":768.88108,"convex_hull_area_ratio_ch_1":1.03125,"convex_hull_perim_ratio_ch_1":0.97856,"diff_inten_density_ch_1":157.46018,"diff_inten_density_ch_3":224.46313,"diff_inten_density_ch_4":458.9764,"entropy_inten_ch_1":7.1326,"entropy_inten_ch_3":4.45821,"entropy_inten_ch_4":7.03171,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":1.38631,"eq_ellipse_oblate_vol_ch_1":242.33155,"eq_ellipse_prolate_vol_ch_1":174.80278,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.51568,"fiber_align_2_ch_4":1.48987,"fiber_length_ch_1":13.76998,"fiber_width_ch_1":13.76998,"inten_cooc_asm_ch_3":0.2018,"inten_cooc_asm_ch_4":0.01302,"inten_cooc_contrast_ch_3":1.48289,"inten_cooc_contrast_ch_4":10.07823,"inten_cooc_entropy_ch_3":4.0504,"inten_cooc_entropy_ch_4":6.86555,"inten_cooc_max_ch_3":0.4491,"inten_cooc_max_ch_4":0.07784,"kurt_inten_ch_1":6.11156,"kurt_inten_ch_3":8.2731,"kurt_inten_ch_4":-1.2128,"length_ch_1":18.80936,"neighbor_avg_dist_ch_1":223.89481,"neighbor_min_dist_ch_1":26.57964,"neighbor_var_dist_ch_1":105.47481,"perim_ch_1":55.07992,"shape_bfr_ch_1":0.75695,"shape_lwr_ch_1":1.38103,"shape_p_2_a_ch_1":1.19959,"skew_inten_ch_1":1.60796,"skew_inten_ch_3":2.74469,"skew_inten_ch_4":0.07041,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":59336,"total_inten_ch_2":91186,"total_inten_ch_3":46756,"total_inten_ch_4":142243,"var_inten_ch_1":165.89841,"var_inten_ch_3":461.371,"var_inten_ch_4":535.9309,"width_ch_1":13.61978}
{"case":"Train","class":"WS","angle_ch_1":52.16471,"area_ch_1":204,"avg_inten_ch_1":100.11795,"avg_inten_ch_2":397.1641,"avg_inten_ch_3":18.60513,"avg_inten_ch_4":149.83077,"convex_hull_area_ratio_ch_1":1.05198,"convex_hull_perim_ratio_ch_1":0.9687,"diff_inten_density_ch_1":59.11732,"diff_inten_density_ch_3":27.86592,"diff_inten_density_ch_4":104.3352,"entropy_inten_ch_1":6.6707,"entropy_inten_ch_3":2.69136,"entropy_inten_ch_4":5.93068,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":1.33479,"eq_ellipse_oblate_vol_ch_1":257.32352,"eq_ellipse_prolate_vol_ch_1":192.78243,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.46982,"fiber_align_2_ch_4":1.31539,"fiber_length_ch_1":14.28188,"fiber_width_ch_1":14.28188,"inten_cooc_asm_ch_3":0.37613,"inten_cooc_asm_ch_4":0.05459,"inten_cooc_contrast_ch_3":2.34847,"inten_cooc_contrast_ch_4":6.26941,"inten_cooc_entropy_ch_3":3.00782,"inten_cooc_entropy_ch_4":6.05153,"inten_cooc_max_ch_3":0.62222,"inten_cooc_max_ch_4":0.2191,"kurt_inten_ch_1":-0.54334,"kurt_inten_ch_3":5.03593,"kurt_inten_ch_4":-1.17652,"length_ch_1":20.02587,"neighbor_avg_dist_ch_1":161.56831,"neighbor_min_dist_ch_1":25.61571,"neighbor_var_dist_ch_1":74.21201,"perim_ch_1":57.12754,"shape_bfr_ch_1":0.62448,"shape_lwr_ch_1":1.22526,"shape_p_2_a_ch_1":1.22656,"skew_inten_ch_1":0.2912,"skew_inten_ch_3":2.37193,"skew_inten_ch_4":0.47075,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":19523,"total_inten_ch_2":77253,"total_inten_ch_3":3628,"total_inten_ch_4":29217,"var_inten_ch_1":46.07587,"var_inten_ch_3":38.4368,"var_inten_ch_4":142.6029,"width_ch_1":16.34413}
{"case":"Train","class":"PS","angle_ch_1":138.55336,"area_ch_1":199,"avg_inten_ch_1":44.94211,"avg_inten_ch_2":1.33684,"avg_inten_ch_3":117.01053,"avg_inten_ch_4":13.86842,"convex_hull_area_ratio_ch_1":1.15764,"convex_hull_perim_ratio_ch_1":0.89719,"diff_inten_density_ch_1":50.49544,"diff_inten_density_ch_3":108.84195,"diff_inten_density_ch_4":17.78419,"entropy_inten_ch_1":6.15308,"entropy_inten_ch_3":6.80862,"entropy_inten_ch_4":3.35759,"eq_circ_diam_ch_1":15.92396,"eq_ellipse_lwr_ch_1":3.94841,"eq_ellipse_oblate_vol_ch_1":425.66006,"eq_ellipse_prolate_vol_ch_1":107.80552,"eq_sphere_area_ch_1":796.62132,"eq_sphere_vol_ch_1":2114.2274,"fiber_align_2_ch_3":1.91701,"fiber_align_2_ch_4":1.90584,"fiber_length_ch_1":34.0965,"fiber_width_ch_1":6.3866,"inten_cooc_asm_ch_3":0.00745,"inten_cooc_asm_ch_4":0.2361,"inten_cooc_contrast_ch_3":18.04381,"inten_cooc_contrast_ch_4":4.53912,"inten_cooc_entropy_ch_3":7.2874,"inten_cooc_entropy_ch_4":4.05015,"inten_cooc_max_ch_3":0.01829,"inten_cooc_max_ch_4":0.48485,"kurt_inten_ch_1":-0.58147,"kurt_inten_ch_3":-0.66695,"kurt_inten_ch_4":1.24905,"length_ch_1":32.6494,"neighbor_avg_dist_ch_1":193.62879,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":74.54984,"perim_ch_1":80.9662,"shape_bfr_ch_1":0.63424,"shape_lwr_ch_1":3.39479,"shape_p_2_a_ch_1":2.39561,"skew_inten_ch_1":0.43976,"skew_inten_ch_3":0.43324,"skew_inten_ch_4":1.43822,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8539,"total_inten_ch_2":65,"total_inten_ch_3":22232,"total_inten_ch_4":2635,"var_inten_ch_1":30.30567,"var_inten_ch_3":85.4933,"var_inten_ch_4":20.30267,"width_ch_1":9.6175}
{"case":"Test","class":"WS","angle_ch_1":93.92449,"area_ch_1":454,"avg_inten_ch_1":37.85945,"avg_inten_ch_2":159.78802,"avg_inten_ch_3":55.28802,"avg_inten_ch_4":196.15207,"convex_hull_area_ratio_ch_1":1.15725,"convex_hull_perim_ratio_ch_1":0.91447,"diff_inten_density_ch_1":46.00374,"diff_inten_density_ch_3":47.80199,"diff_inten_density_ch_4":97.14197,"entropy_inten_ch_1":6.15997,"entropy_inten_ch_3":5.14792,"entropy_inten_ch_4":7.14411,"eq_circ_diam_ch_1":24.06684,"eq_ellipse_lwr_ch_1":2.19339,"eq_ellipse_oblate_vol_ch_1":1095.25188,"eq_ellipse_prolate_vol_ch_1":499.34221,"eq_sphere_area_ch_1":1819.65079,"eq_sphere_vol_ch_1":7298.8744,"fiber_align_2_ch_3":1.33601,"fiber_align_2_ch_4":1.54352,"fiber_length_ch_1":42.8311,"fiber_width_ch_1":11.04935,"inten_cooc_asm_ch_3":0.10312,"inten_cooc_asm_ch_4":0.0197,"inten_cooc_contrast_ch_3":3.51061,"inten_cooc_contrast_ch_4":7.87414,"inten_cooc_entropy_ch_3":5.22811,"inten_cooc_entropy_ch_4":6.91774,"inten_cooc_max_ch_3":0.31051,"inten_cooc_max_ch_4":0.11929,"kurt_inten_ch_1":9.23554,"kurt_inten_ch_3":12.07663,"kurt_inten_ch_4":-1.21732,"length_ch_1":40.32544,"neighbor_avg_dist_ch_1":229.68018,"neighbor_min_dist_ch_1":33.89413,"neighbor_var_dist_ch_1":106.30065,"perim_ch_1":107.7609,"shape_bfr_ch_1":0.59198,"shape_lwr_ch_1":2.11611,"shape_p_2_a_ch_1":1.9526,"skew_inten_ch_1":2.81665,"skew_inten_ch_3":3.37986,"skew_inten_ch_4":-0.12426,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":16431,"total_inten_ch_2":68915,"total_inten_ch_3":23995,"total_inten_ch_4":85130,"var_inten_ch_1":40.61118,"var_inten_ch_3":113.71377,"var_inten_ch_4":133.69392,"width_ch_1":19.05641}
{"case":"Train","class":"PS","angle_ch_1":76.01766,"area_ch_1":186,"avg_inten_ch_1":227.37079,"avg_inten_ch_2":153.00562,"avg_inten_ch_3":484.38202,"avg_inten_ch_4":299.78652,"convex_hull_area_ratio_ch_1":1.26933,"convex_hull_perim_ratio_ch_1":0.87064,"diff_inten_density_ch_1":163.70032,"diff_inten_density_ch_3":370.86751,"diff_inten_density_ch_4":200.35647,"entropy_inten_ch_1":7.18635,"entropy_inten_ch_3":6.80097,"entropy_inten_ch_4":6.06432,"eq_circ_diam_ch_1":15.4129,"eq_ellipse_lwr_ch_1":1.70736,"eq_ellipse_oblate_vol_ch_1":253.81343,"eq_ellipse_prolate_vol_ch_1":148.65807,"eq_sphere_area_ch_1":746.30839,"eq_sphere_vol_ch_1":1917.12883,"fiber_align_2_ch_3":1.01928,"fiber_align_2_ch_4":1.03997,"fiber_length_ch_1":26.93427,"fiber_width_ch_1":7.29683,"inten_cooc_asm_ch_3":0.01337,"inten_cooc_asm_ch_4":0.03597,"inten_cooc_contrast_ch_3":9.20163,"inten_cooc_contrast_ch_4":7.21921,"inten_cooc_entropy_ch_3":6.90009,"inten_cooc_entropy_ch_4":6.22199,"inten_cooc_max_ch_3":0.08125,"inten_cooc_max_ch_4":0.17197,"kurt_inten_ch_1":1.65765,"kurt_inten_ch_3":1.23535,"kurt_inten_ch_4":-0.07576,"length_ch_1":20.85899,"neighbor_avg_dist_ch_1":236.26811,"neighbor_min_dist_ch_1":39.75757,"neighbor_var_dist_ch_1":115.17511,"perim_ch_1":68.4622,"shape_bfr_ch_1":0.63222,"shape_lwr_ch_1":1.47433,"shape_p_2_a_ch_1":1.8978,"skew_inten_ch_1":1.3352,"skew_inten_ch_3":1.26467,"skew_inten_ch_4":0.74672,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":40472,"total_inten_ch_2":27058,"total_inten_ch_3":86220,"total_inten_ch_4":53362,"var_inten_ch_1":181.00263,"var_inten_ch_3":471.96328,"var_inten_ch_4":273.57249,"width_ch_1":14.14807}
{"case":"Train","class":"WS","angle_ch_1":134.98501,"area_ch_1":212,"avg_inten_ch_1":161.26601,"avg_inten_ch_2":349.9064,"avg_inten_ch_3":128.72414,"avg_inten_ch_4":354.76355,"convex_hull_area_ratio_ch_1":1.06808,"convex_hull_perim_ratio_ch_1":0.9634,"diff_inten_density_ch_1":78.75741,"diff_inten_density_ch_3":102.03504,"diff_inten_density_ch_4":218.92453,"entropy_inten_ch_1":7.06788,"entropy_inten_ch_3":4.82526,"entropy_inten_ch_4":7.15515,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":1.50611,"eq_ellipse_oblate_vol_ch_1":290.33142,"eq_ellipse_prolate_vol_ch_1":192.76899,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.44743,"fiber_align_2_ch_4":1.49348,"fiber_length_ch_1":14.918,"fiber_width_ch_1":14.918,"inten_cooc_asm_ch_3":0.16587,"inten_cooc_asm_ch_4":0.00896,"inten_cooc_contrast_ch_3":1.87015,"inten_cooc_contrast_ch_4":10.93248,"inten_cooc_entropy_ch_3":4.51146,"inten_cooc_entropy_ch_4":7.08422,"inten_cooc_max_ch_3":0.4,"inten_cooc_max_ch_4":0.02703,"kurt_inten_ch_1":-0.16205,"kurt_inten_ch_3":2.17574,"kurt_inten_ch_4":-1.00067,"length_ch_1":20.99453,"neighbor_avg_dist_ch_1":199.54645,"neighbor_min_dist_ch_1":40.34641,"neighbor_var_dist_ch_1":90.30468,"perim_ch_1":59.67199,"shape_bfr_ch_1":0.69994,"shape_lwr_ch_1":1.4499,"shape_p_2_a_ch_1":1.26914,"skew_inten_ch_1":0.10251,"skew_inten_ch_3":1.76312,"skew_inten_ch_4":0.14726,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":32737,"total_inten_ch_2":70829,"total_inten_ch_3":26131,"total_inten_ch_4":72017,"var_inten_ch_1":73.13573,"var_inten_ch_3":201.71619,"var_inten_ch_4":227.13899,"width_ch_1":14.47999}
{"case":"Train","class":"PS","angle_ch_1":178.19736,"area_ch_1":318,"avg_inten_ch_1":82.32237,"avg_inten_ch_2":165.75658,"avg_inten_ch_3":20.83553,"avg_inten_ch_4":18.35855,"convex_hull_area_ratio_ch_1":1.26002,"convex_hull_perim_ratio_ch_1":0.82444,"diff_inten_density_ch_1":54.23723,"diff_inten_density_ch_3":22.13139,"diff_inten_density_ch_4":17.0219,"entropy_inten_ch_1":7.03544,"entropy_inten_ch_3":3.62764,"entropy_inten_ch_4":3.9554,"eq_circ_diam_ch_1":20.14239,"eq_ellipse_lwr_ch_1":3.05778,"eq_ellipse_oblate_vol_ch_1":758.11517,"eq_ellipse_prolate_vol_ch_1":247.92976,"eq_sphere_area_ch_1":1274.5941,"eq_sphere_vol_ch_1":4278.89541,"fiber_align_2_ch_3":1.61113,"fiber_align_2_ch_4":1.45382,"fiber_length_ch_1":45.1285,"fiber_width_ch_1":7.3919,"inten_cooc_asm_ch_3":0.24136,"inten_cooc_asm_ch_4":0.19286,"inten_cooc_contrast_ch_3":2.95608,"inten_cooc_contrast_ch_4":4.0559,"inten_cooc_entropy_ch_3":3.90714,"inten_cooc_entropy_ch_4":4.46499,"inten_cooc_max_ch_3":0.5036,"inten_cooc_max_ch_4":0.43885,"kurt_inten_ch_1":-0.66153,"kurt_inten_ch_3":2.69835,"kurt_inten_ch_4":0.29193,"length_ch_1":34.95333,"neighbor_avg_dist_ch_1":207.8448,"neighbor_min_dist_ch_1":31.13795,"neighbor_var_dist_ch_1":109.58816,"perim_ch_1":105.04079,"shape_bfr_ch_1":0.65364,"shape_lwr_ch_1":2.50614,"shape_p_2_a_ch_1":2.63207,"skew_inten_ch_1":0.23443,"skew_inten_ch_3":1.83342,"skew_inten_ch_4":1.13296,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":25026,"total_inten_ch_2":50087,"total_inten_ch_3":6334,"total_inten_ch_4":5581,"var_inten_ch_1":48.83573,"var_inten_ch_3":34.8858,"var_inten_ch_4":23.66153,"width_ch_1":13.94705}
{"case":"Train","class":"WS","angle_ch_1":9.74662,"area_ch_1":215,"avg_inten_ch_1":136.92233,"avg_inten_ch_2":351.55825,"avg_inten_ch_3":44.5,"avg_inten_ch_4":18.40777,"convex_hull_area_ratio_ch_1":1.03567,"convex_hull_perim_ratio_ch_1":0.96537,"diff_inten_density_ch_1":79.8883,"diff_inten_density_ch_3":33.84574,"diff_inten_density_ch_4":19.50532,"entropy_inten_ch_1":6.97629,"entropy_inten_ch_3":3.6256,"entropy_inten_ch_4":5.22518,"eq_circ_diam_ch_1":16.58089,"eq_ellipse_lwr_ch_1":1.56618,"eq_ellipse_oblate_vol_ch_1":302.65161,"eq_ellipse_prolate_vol_ch_1":193.24211,"eq_sphere_area_ch_1":863.70522,"eq_sphere_vol_ch_1":2386.83351,"fiber_align_2_ch_3":1.21432,"fiber_align_2_ch_4":1.20535,"fiber_length_ch_1":14.87408,"fiber_width_ch_1":14.87408,"inten_cooc_asm_ch_3":0.30317,"inten_cooc_asm_ch_4":0.0103,"inten_cooc_contrast_ch_3":1.50587,"inten_cooc_contrast_ch_4":23.0552,"inten_cooc_entropy_ch_3":3.46685,"inten_cooc_entropy_ch_4":7.09988,"inten_cooc_max_ch_3":0.55135,"inten_cooc_max_ch_4":0.05405,"kurt_inten_ch_1":-0.67362,"kurt_inten_ch_3":17.07576,"kurt_inten_ch_4":3.1957,"length_ch_1":21.88296,"neighbor_avg_dist_ch_1":253.67404,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":117.37282,"perim_ch_1":59.49633,"shape_bfr_ch_1":0.68177,"shape_lwr_ch_1":1.51198,"shape_p_2_a_ch_1":1.237,"skew_inten_ch_1":0.12716,"skew_inten_ch_3":3.50559,"skew_inten_ch_4":1.43722,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":28206,"total_inten_ch_2":72216,"total_inten_ch_3":9167,"total_inten_ch_4":3792,"var_inten_ch_1":65.491,"var_inten_ch_3":88.12952,"var_inten_ch_4":16.16086,"width_ch_1":14.47309}
{"case":"Train","class":"PS","angle_ch_1":23.48904,"area_ch_1":191,"avg_inten_ch_1":41.8306,"avg_inten_ch_2":4.15301,"avg_inten_ch_3":112.30601,"avg_inten_ch_4":9.8306,"convex_hull_area_ratio_ch_1":1.36492,"convex_hull_perim_ratio_ch_1":0.91217,"diff_inten_density_ch_1":51.34375,"diff_inten_density_ch_3":82.3375,"diff_inten_density_ch_4":14.89375,"entropy_inten_ch_1":6.13278,"entropy_inten_ch_3":6.84737,"entropy_inten_ch_4":3.18389,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":3.63247,"eq_ellipse_oblate_vol_ch_1":385.92173,"eq_ellipse_prolate_vol_ch_1":106.24222,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.60006,"fiber_align_2_ch_4":1.62591,"fiber_length_ch_1":33.22716,"fiber_width_ch_1":6.15937,"inten_cooc_asm_ch_3":0.00802,"inten_cooc_asm_ch_4":0.2589,"inten_cooc_contrast_ch_3":17.5881,"inten_cooc_contrast_ch_4":4.21091,"inten_cooc_entropy_ch_3":7.17715,"inten_cooc_entropy_ch_4":3.8316,"inten_cooc_max_ch_3":0.01829,"inten_cooc_max_ch_4":0.5122,"kurt_inten_ch_1":-0.03924,"kurt_inten_ch_3":1.73545,"kurt_inten_ch_4":2.40996,"length_ch_1":31.06516,"neighbor_avg_dist_ch_1":254.48,"neighbor_min_dist_ch_1":21.69413,"neighbor_var_dist_ch_1":118.56631,"perim_ch_1":78.77306,"shape_bfr_ch_1":0.51986,"shape_lwr_ch_1":2.61543,"shape_p_2_a_ch_1":2.41276,"skew_inten_ch_1":0.77025,"skew_inten_ch_3":1.3195,"skew_inten_ch_4":1.73378,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7655,"total_inten_ch_2":578,"total_inten_ch_3":20552,"total_inten_ch_4":1799,"var_inten_ch_1":30.6041,"var_inten_ch_3":75.1652,"var_inten_ch_4":15.86551,"width_ch_1":11.87764}
{"case":"Train","class":"PS","angle_ch_1":105.99336,"area_ch_1":220,"avg_inten_ch_1":55.81905,"avg_inten_ch_2":223.65238,"avg_inten_ch_3":51.9619,"avg_inten_ch_4":191.24762,"convex_hull_area_ratio_ch_1":1.17312,"convex_hull_perim_ratio_ch_1":0.94843,"diff_inten_density_ch_1":44.52785,"diff_inten_density_ch_3":38.93634,"diff_inten_density_ch_4":112.21485,"entropy_inten_ch_1":6.4829,"entropy_inten_ch_3":5.78281,"entropy_inten_ch_4":6.88423,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":2.92348,"eq_ellipse_oblate_vol_ch_1":425.5987,"eq_ellipse_prolate_vol_ch_1":145.57966,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.35107,"fiber_align_2_ch_4":1.78303,"fiber_length_ch_1":30.87429,"fiber_width_ch_1":7.45205,"inten_cooc_asm_ch_3":0.03317,"inten_cooc_asm_ch_4":0.01699,"inten_cooc_contrast_ch_3":6.6651,"inten_cooc_contrast_ch_4":9.4059,"inten_cooc_entropy_ch_3":6.25726,"inten_cooc_entropy_ch_4":6.76428,"inten_cooc_max_ch_3":0.16201,"inten_cooc_max_ch_4":0.09596,"kurt_inten_ch_1":-0.86262,"kurt_inten_ch_3":-0.31166,"kurt_inten_ch_4":-0.4106,"length_ch_1":32.76632,"neighbor_avg_dist_ch_1":255.45571,"neighbor_min_dist_ch_1":17.61429,"neighbor_var_dist_ch_1":120.10886,"perim_ch_1":76.65268,"shape_bfr_ch_1":0.54261,"shape_lwr_ch_1":2.64659,"shape_p_2_a_ch_1":2.03221,"skew_inten_ch_1":0.18154,"skew_inten_ch_3":0.88313,"skew_inten_ch_4":0.48123,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":11722,"total_inten_ch_2":46758,"total_inten_ch_3":10912,"total_inten_ch_4":40162,"var_inten_ch_1":33.28056,"var_inten_ch_3":53.54979,"var_inten_ch_4":134.39875,"width_ch_1":12.38059}
{"case":"Train","class":"PS","angle_ch_1":58.31331,"area_ch_1":342,"avg_inten_ch_1":29.77676,"avg_inten_ch_2":4.3945,"avg_inten_ch_3":68.47401,"avg_inten_ch_4":61.72477,"convex_hull_area_ratio_ch_1":1.30029,"convex_hull_perim_ratio_ch_1":0.86843,"diff_inten_density_ch_1":37.06745,"diff_inten_density_ch_3":37.51265,"diff_inten_density_ch_4":33.66442,"entropy_inten_ch_1":5.84219,"entropy_inten_ch_3":6.74389,"entropy_inten_ch_4":6.09525,"eq_circ_diam_ch_1":20.89046,"eq_ellipse_lwr_ch_1":2.22234,"eq_ellipse_oblate_vol_ch_1":721.022,"eq_ellipse_prolate_vol_ch_1":324.44258,"eq_sphere_area_ch_1":1371.02721,"eq_sphere_vol_ch_1":4773.56593,"fiber_align_2_ch_3":1.58533,"fiber_align_2_ch_4":1.37857,"fiber_length_ch_1":44.83833,"fiber_width_ch_1":8.01831,"inten_cooc_asm_ch_3":0.00802,"inten_cooc_asm_ch_4":0.02912,"inten_cooc_contrast_ch_3":10.77991,"inten_cooc_contrast_ch_4":5.46947,"inten_cooc_entropy_ch_3":7.3121,"inten_cooc_entropy_ch_4":6.44328,"inten_cooc_max_ch_3":0.03413,"inten_cooc_max_ch_4":0.15,"kurt_inten_ch_1":0.04049,"kurt_inten_ch_3":-0.394,"kurt_inten_ch_4":-1.09167,"length_ch_1":38.96721,"neighbor_avg_dist_ch_1":237.04024,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":116.14626,"perim_ch_1":105.71328,"shape_bfr_ch_1":0.43294,"shape_lwr_ch_1":1.91795,"shape_p_2_a_ch_1":2.47351,"skew_inten_ch_1":0.42212,"skew_inten_ch_3":0.19015,"skew_inten_ch_4":0.27938,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":9737,"total_inten_ch_2":1111,"total_inten_ch_3":22391,"total_inten_ch_4":20184,"var_inten_ch_1":19.29877,"var_inten_ch_3":40.86689,"var_inten_ch_4":49.58856,"width_ch_1":20.31714}
{"case":"Train","class":"WS","angle_ch_1":16.35365,"area_ch_1":564,"avg_inten_ch_1":444.45826,"avg_inten_ch_2":111.17996,"avg_inten_ch_3":5.4731,"avg_inten_ch_4":68.60482,"convex_hull_area_ratio_ch_1":1.04461,"convex_hull_perim_ratio_ch_1":0.92973,"diff_inten_density_ch_1":161.38198,"diff_inten_density_ch_3":10.45935,"diff_inten_density_ch_4":52.18903,"entropy_inten_ch_1":8.55955,"entropy_inten_ch_3":3.26691,"entropy_inten_ch_4":6.1599,"eq_circ_diam_ch_1":26.82061,"eq_ellipse_lwr_ch_1":1.35515,"eq_ellipse_oblate_vol_ch_1":1191.51339,"eq_ellipse_prolate_vol_ch_1":879.24614,"eq_sphere_area_ch_1":2259.88889,"eq_sphere_vol_ch_1":10101.93207,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.34405,"fiber_length_ch_1":27.06378,"fiber_width_ch_1":21.48559,"inten_cooc_asm_ch_3":0.16247,"inten_cooc_asm_ch_4":0.05063,"inten_cooc_contrast_ch_3":8.62403,"inten_cooc_contrast_ch_4":9.23687,"inten_cooc_entropy_ch_3":4.66933,"inten_cooc_entropy_ch_4":6.46098,"inten_cooc_max_ch_3":0.39453,"inten_cooc_max_ch_4":0.21484,"kurt_inten_ch_1":-1.17945,"kurt_inten_ch_3":5.70132,"kurt_inten_ch_4":3.63102,"length_ch_1":32.52503,"neighbor_avg_dist_ch_1":290.63827,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":122.9353,"perim_ch_1":97.09873,"shape_bfr_ch_1":0.71758,"shape_lwr_ch_1":1.34362,"shape_p_2_a_ch_1":1.29027,"skew_inten_ch_1":0.41043,"skew_inten_ch_3":2.08204,"skew_inten_ch_4":1.20952,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":239563,"total_inten_ch_2":59388,"total_inten_ch_3":2950,"total_inten_ch_4":36978,"var_inten_ch_1":319.94355,"var_inten_ch_3":8.63422,"var_inten_ch_4":64.29254,"width_ch_1":24.20697}
{"case":"Test","class":"PS","angle_ch_1":92.69826,"area_ch_1":197,"avg_inten_ch_1":32.95745,"avg_inten_ch_2":2.53191,"avg_inten_ch_3":63.45213,"avg_inten_ch_4":49.04255,"convex_hull_area_ratio_ch_1":1.12611,"convex_hull_perim_ratio_ch_1":0.9342,"diff_inten_density_ch_1":47.51327,"diff_inten_density_ch_3":54.9469,"diff_inten_density_ch_4":42.9115,"entropy_inten_ch_1":5.94427,"entropy_inten_ch_3":6.4134,"entropy_inten_ch_4":5.95946,"eq_circ_diam_ch_1":15.83993,"eq_ellipse_lwr_ch_1":1.96986,"eq_ellipse_oblate_vol_ch_1":295.92127,"eq_ellipse_prolate_vol_ch_1":150.2244,"eq_sphere_area_ch_1":788.23583,"eq_sphere_vol_ch_1":2080.93287,"fiber_align_2_ch_3":1.74757,"fiber_align_2_ch_4":1.7887,"fiber_length_ch_1":24.00012,"fiber_width_ch_1":8.57106,"inten_cooc_asm_ch_3":0.00755,"inten_cooc_asm_ch_4":0.01405,"inten_cooc_contrast_ch_3":16.72883,"inten_cooc_contrast_ch_4":14.99822,"inten_cooc_entropy_ch_3":7.29261,"inten_cooc_entropy_ch_4":6.9139,"inten_cooc_max_ch_3":0.02,"inten_cooc_max_ch_4":0.09714,"kurt_inten_ch_1":0.33597,"kurt_inten_ch_3":0.56123,"kurt_inten_ch_4":1.09895,"length_ch_1":23.47332,"neighbor_avg_dist_ch_1":279.27723,"neighbor_min_dist_ch_1":28.52003,"neighbor_var_dist_ch_1":145.61697,"perim_ch_1":65.14236,"shape_bfr_ch_1":0.6709,"shape_lwr_ch_1":1.8759,"shape_p_2_a_ch_1":1.6416,"skew_inten_ch_1":0.87347,"skew_inten_ch_3":0.88316,"skew_inten_ch_4":1.10062,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6196,"total_inten_ch_2":289,"total_inten_ch_3":11929,"total_inten_ch_4":9220,"var_inten_ch_1":26.22789,"var_inten_ch_3":46.70554,"var_inten_ch_4":44.4097,"width_ch_1":12.51308}
{"case":"Train","class":"PS","angle_ch_1":79.49789,"area_ch_1":165,"avg_inten_ch_1":58.10127,"avg_inten_ch_2":191.25316,"avg_inten_ch_3":135.77848,"avg_inten_ch_4":48.18987,"convex_hull_area_ratio_ch_1":1.17647,"convex_hull_perim_ratio_ch_1":0.94096,"diff_inten_density_ch_1":64.82918,"diff_inten_density_ch_3":109.08541,"diff_inten_density_ch_4":38.36655,"entropy_inten_ch_1":6.29724,"entropy_inten_ch_3":6.86632,"entropy_inten_ch_4":4.68066,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":2.42033,"eq_ellipse_oblate_vol_ch_1":252.72308,"eq_ellipse_prolate_vol_ch_1":104.41658,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.46408,"fiber_align_2_ch_4":1.34996,"fiber_length_ch_1":23.39821,"fiber_width_ch_1":7.42522,"inten_cooc_asm_ch_3":0.00774,"inten_cooc_asm_ch_4":0.09432,"inten_cooc_contrast_ch_3":20.48474,"inten_cooc_contrast_ch_4":4.42099,"inten_cooc_entropy_ch_3":7.22061,"inten_cooc_entropy_ch_4":5.15104,"inten_cooc_max_ch_3":0.02759,"inten_cooc_max_ch_4":0.31724,"kurt_inten_ch_1":6.18522,"kurt_inten_ch_3":7.85221,"kurt_inten_ch_4":1.52523,"length_ch_1":21.88628,"neighbor_avg_dist_ch_1":246.06852,"neighbor_min_dist_ch_1":27.64286,"neighbor_var_dist_ch_1":127.34329,"perim_ch_1":61.64685,"shape_bfr_ch_1":0.67203,"shape_lwr_ch_1":1.94374,"shape_p_2_a_ch_1":1.74067,"skew_inten_ch_1":1.83245,"skew_inten_ch_3":2.10212,"skew_inten_ch_4":1.42461,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9180,"total_inten_ch_2":30061,"total_inten_ch_3":21453,"total_inten_ch_4":7614,"var_inten_ch_1":43.51025,"var_inten_ch_3":104.28761,"var_inten_ch_4":62.26568,"width_ch_1":11.25986}
{"case":"Test","class":"PS","angle_ch_1":90.80971,"area_ch_1":467,"avg_inten_ch_1":51.15022,"avg_inten_ch_2":33.36547,"avg_inten_ch_3":4.27578,"avg_inten_ch_4":10.19955,"convex_hull_area_ratio_ch_1":1.3355,"convex_hull_perim_ratio_ch_1":0.85862,"diff_inten_density_ch_1":47.61818,"diff_inten_density_ch_3":10.21455,"diff_inten_density_ch_4":16.32121,"entropy_inten_ch_1":6.47635,"entropy_inten_ch_3":3.1577,"entropy_inten_ch_4":4.61291,"eq_circ_diam_ch_1":24.39729,"eq_ellipse_lwr_ch_1":2.07443,"eq_ellipse_oblate_vol_ch_1":1109.61799,"eq_ellipse_prolate_vol_ch_1":534.90196,"eq_sphere_area_ch_1":1869.96372,"eq_sphere_vol_ch_1":7603.67567,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":49.14595,"fiber_width_ch_1":9.85355,"inten_cooc_asm_ch_3":0.09767,"inten_cooc_asm_ch_4":0.00526,"inten_cooc_contrast_ch_3":15.60645,"inten_cooc_contrast_ch_4":58.00975,"inten_cooc_entropy_ch_3":5.24629,"inten_cooc_entropy_ch_4":7.94885,"inten_cooc_max_ch_3":0.30769,"inten_cooc_max_ch_4":0.03365,"kurt_inten_ch_1":-0.85601,"kurt_inten_ch_3":1.40368,"kurt_inten_ch_4":-0.57691,"length_ch_1":37.97845,"neighbor_avg_dist_ch_1":198.66461,"neighbor_min_dist_ch_1":19.45238,"neighbor_var_dist_ch_1":102.7521,"perim_ch_1":117.999,"shape_bfr_ch_1":0.59284,"shape_lwr_ch_1":1.8291,"shape_p_2_a_ch_1":2.28804,"skew_inten_ch_1":0.0405,"skew_inten_ch_3":1.40079,"skew_inten_ch_4":0.43982,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":22813,"total_inten_ch_2":14436,"total_inten_ch_3":1907,"total_inten_ch_4":4549,"var_inten_ch_1":27.72531,"var_inten_ch_3":5.75881,"var_inten_ch_4":7.56841,"width_ch_1":20.76351}
{"case":"Train","class":"WS","angle_ch_1":126.74404,"area_ch_1":330,"avg_inten_ch_1":95,"avg_inten_ch_2":162.79683,"avg_inten_ch_3":9.92698,"avg_inten_ch_4":43.69206,"convex_hull_area_ratio_ch_1":1.04489,"convex_hull_perim_ratio_ch_1":0.9669,"diff_inten_density_ch_1":56.81293,"diff_inten_density_ch_3":12.20068,"diff_inten_density_ch_4":24.9898,"entropy_inten_ch_1":6.98403,"entropy_inten_ch_3":3.38702,"entropy_inten_ch_4":4.67391,"eq_circ_diam_ch_1":20.50357,"eq_ellipse_lwr_ch_1":1.48624,"eq_ellipse_oblate_vol_ch_1":557.48354,"eq_ellipse_prolate_vol_ch_1":375.09624,"eq_sphere_area_ch_1":1320.71429,"eq_sphere_vol_ch_1":4513.22647,"fiber_align_2_ch_3":1.63338,"fiber_align_2_ch_4":1.104,"fiber_length_ch_1":24.22811,"fiber_width_ch_1":13.97402,"inten_cooc_asm_ch_3":0.2407,"inten_cooc_asm_ch_4":0.16986,"inten_cooc_contrast_ch_3":4.56176,"inten_cooc_contrast_ch_4":2.75825,"inten_cooc_entropy_ch_3":4.08254,"inten_cooc_entropy_ch_4":4.67512,"inten_cooc_max_ch_3":0.49488,"inten_cooc_max_ch_4":0.41297,"kurt_inten_ch_1":9.39601,"kurt_inten_ch_3":2.02824,"kurt_inten_ch_4":-0.89069,"length_ch_1":28.46094,"neighbor_avg_dist_ch_1":184.97367,"neighbor_min_dist_ch_1":37.26723,"neighbor_var_dist_ch_1":77.20824,"perim_ch_1":76.40426,"shape_bfr_ch_1":0.58437,"shape_lwr_ch_1":1.43363,"shape_p_2_a_ch_1":1.37209,"skew_inten_ch_1":1.90091,"skew_inten_ch_3":1.485,"skew_inten_ch_4":0.66504,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":29925,"total_inten_ch_2":50967,"total_inten_ch_3":3127,"total_inten_ch_4":13763,"var_inten_ch_1":58.45291,"var_inten_ch_3":14.25542,"var_inten_ch_4":47.83202,"width_ch_1":19.85241}
{"case":"Train","class":"PS","angle_ch_1":21.0745,"area_ch_1":254,"avg_inten_ch_1":26.02881,"avg_inten_ch_2":6.17284,"avg_inten_ch_3":61.32922,"avg_inten_ch_4":38.88066,"convex_hull_area_ratio_ch_1":1.36319,"convex_hull_perim_ratio_ch_1":0.86771,"diff_inten_density_ch_1":39.37875,"diff_inten_density_ch_3":50.04388,"diff_inten_density_ch_4":28.39954,"entropy_inten_ch_1":5.70363,"entropy_inten_ch_3":6.57859,"entropy_inten_ch_4":5.40749,"eq_circ_diam_ch_1":18.00849,"eq_ellipse_lwr_ch_1":2.94041,"eq_ellipse_oblate_vol_ch_1":531.29396,"eq_ellipse_prolate_vol_ch_1":180.68705,"eq_sphere_area_ch_1":1018.83673,"eq_sphere_vol_ch_1":3057.9523,"fiber_align_2_ch_3":1.73017,"fiber_align_2_ch_4":1.16616,"fiber_length_ch_1":38.69944,"fiber_width_ch_1":6.95415,"inten_cooc_asm_ch_3":0.00719,"inten_cooc_asm_ch_4":0.04982,"inten_cooc_contrast_ch_3":13.55073,"inten_cooc_contrast_ch_4":5.81495,"inten_cooc_entropy_ch_3":7.33829,"inten_cooc_entropy_ch_4":6.04945,"inten_cooc_max_ch_3":0.02283,"inten_cooc_max_ch_4":0.21005,"kurt_inten_ch_1":0.21092,"kurt_inten_ch_3":1.28659,"kurt_inten_ch_4":-0.60088,"length_ch_1":30.79883,"neighbor_avg_dist_ch_1":236.22742,"neighbor_min_dist_ch_1":35.83333,"neighbor_var_dist_ch_1":114.56285,"perim_ch_1":91.30719,"shape_bfr_ch_1":0.57958,"shape_lwr_ch_1":2.15841,"shape_p_2_a_ch_1":2.46518,"skew_inten_ch_1":0.79491,"skew_inten_ch_3":1.03122,"skew_inten_ch_4":0.6151,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6325,"total_inten_ch_2":1258,"total_inten_ch_3":14903,"total_inten_ch_4":9448,"var_inten_ch_1":19.88763,"var_inten_ch_3":49.31672,"var_inten_ch_4":37.08324,"width_ch_1":14.26922}
{"case":"Test","class":"WS","angle_ch_1":122.53067,"area_ch_1":440,"avg_inten_ch_1":209.53571,"avg_inten_ch_2":143.99524,"avg_inten_ch_3":13.83571,"avg_inten_ch_4":37.5381,"convex_hull_area_ratio_ch_1":1.13694,"convex_hull_perim_ratio_ch_1":0.94613,"diff_inten_density_ch_1":94.45455,"diff_inten_density_ch_3":14.67478,"diff_inten_density_ch_4":26.40077,"entropy_inten_ch_1":7.99172,"entropy_inten_ch_3":3.86466,"entropy_inten_ch_4":5.35862,"eq_circ_diam_ch_1":23.67548,"eq_ellipse_lwr_ch_1":2.15666,"eq_ellipse_oblate_vol_ch_1":1033.91797,"eq_ellipse_prolate_vol_ch_1":479.40757,"eq_sphere_area_ch_1":1760.95238,"eq_sphere_vol_ch_1":6948.56671,"fiber_align_2_ch_3":1.48916,"fiber_align_2_ch_4":1.73172,"fiber_length_ch_1":39.43589,"fiber_width_ch_1":11.54879,"inten_cooc_asm_ch_3":0.19787,"inten_cooc_asm_ch_4":0.0786,"inten_cooc_contrast_ch_3":4.53746,"inten_cooc_contrast_ch_4":5.02631,"inten_cooc_entropy_ch_3":4.53161,"inten_cooc_entropy_ch_4":5.72049,"inten_cooc_max_ch_3":0.44444,"inten_cooc_max_ch_4":0.27132,"kurt_inten_ch_1":-0.49985,"kurt_inten_ch_3":1.84468,"kurt_inten_ch_4":-1.01656,"length_ch_1":40.59706,"neighbor_avg_dist_ch_1":164.82909,"neighbor_min_dist_ch_1":35.34739,"neighbor_var_dist_ch_1":72.35036,"perim_ch_1":101.96936,"shape_bfr_ch_1":0.55708,"shape_lwr_ch_1":2.08556,"shape_p_2_a_ch_1":1.81677,"skew_inten_ch_1":0.71328,"skew_inten_ch_3":1.45108,"skew_inten_ch_4":0.55819,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":12,"total_inten_ch_1":88005,"total_inten_ch_2":60059,"total_inten_ch_3":5811,"total_inten_ch_4":15766,"var_inten_ch_1":161.70192,"var_inten_ch_3":18.47983,"var_inten_ch_4":37.56798,"width_ch_1":19.46577}
{"case":"Train","class":"WS","angle_ch_1":107.6859,"area_ch_1":675,"avg_inten_ch_1":67.93323,"avg_inten_ch_2":168.34161,"avg_inten_ch_3":4.87422,"avg_inten_ch_4":32.27019,"convex_hull_area_ratio_ch_1":1.14822,"convex_hull_perim_ratio_ch_1":0.85046,"diff_inten_density_ch_1":50.37068,"diff_inten_density_ch_3":8.9687,"diff_inten_density_ch_4":23.08237,"entropy_inten_ch_1":7.04744,"entropy_inten_ch_3":2.58238,"entropy_inten_ch_4":3.82707,"eq_circ_diam_ch_1":29.31684,"eq_ellipse_lwr_ch_1":1.50194,"eq_ellipse_oblate_vol_ch_1":1638.23512,"eq_ellipse_prolate_vol_ch_1":1090.74811,"eq_sphere_area_ch_1":2700.12698,"eq_sphere_vol_ch_1":13193.1985,"fiber_align_2_ch_3":1.52142,"fiber_align_2_ch_4":1.26289,"fiber_length_ch_1":47.28765,"fiber_width_ch_1":14.76821,"inten_cooc_asm_ch_3":0.32417,"inten_cooc_asm_ch_4":0.33122,"inten_cooc_contrast_ch_3":3.06796,"inten_cooc_contrast_ch_4":1.54383,"inten_cooc_entropy_ch_3":3.34571,"inten_cooc_entropy_ch_4":3.42098,"inten_cooc_max_ch_3":0.56436,"inten_cooc_max_ch_4":0.57237,"kurt_inten_ch_1":-0.81658,"kurt_inten_ch_3":5.13963,"kurt_inten_ch_4":1.82899,"length_ch_1":38.57881,"neighbor_avg_dist_ch_1":203.33799,"neighbor_min_dist_ch_1":35.53961,"neighbor_var_dist_ch_1":92.44883,"perim_ch_1":124.11172,"shape_bfr_ch_1":0.63967,"shape_lwr_ch_1":1.41035,"shape_p_2_a_ch_1":1.75524,"skew_inten_ch_1":0.33842,"skew_inten_ch_3":2.27881,"skew_inten_ch_4":1.53037,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":16,"total_inten_ch_1":43749,"total_inten_ch_2":107769,"total_inten_ch_3":3139,"total_inten_ch_4":20782,"var_inten_ch_1":44.3977,"var_inten_ch_3":9.44227,"var_inten_ch_4":49.12484,"width_ch_1":27.3541}
{"case":"Test","class":"PS","angle_ch_1":92.71518,"area_ch_1":213,"avg_inten_ch_1":61.89216,"avg_inten_ch_2":4.70588,"avg_inten_ch_3":156.22059,"avg_inten_ch_4":11.64706,"convex_hull_area_ratio_ch_1":1.08918,"convex_hull_perim_ratio_ch_1":0.97192,"diff_inten_density_ch_1":51,"diff_inten_density_ch_3":88.56667,"diff_inten_density_ch_4":14.13889,"entropy_inten_ch_1":6.52881,"entropy_inten_ch_3":7.03498,"entropy_inten_ch_4":3.30819,"eq_circ_diam_ch_1":16.5002,"eq_ellipse_lwr_ch_1":6.15775,"eq_ellipse_oblate_vol_ch_1":591.39522,"eq_ellipse_prolate_vol_ch_1":96.04081,"eq_sphere_area_ch_1":855.31973,"eq_sphere_vol_ch_1":2352.1583,"fiber_align_2_ch_3":1.90085,"fiber_align_2_ch_4":1.70615,"fiber_length_ch_1":39.44559,"fiber_width_ch_1":5.58696,"inten_cooc_asm_ch_3":0.00819,"inten_cooc_asm_ch_4":0.22012,"inten_cooc_contrast_ch_3":17.86597,"inten_cooc_contrast_ch_4":3.95618,"inten_cooc_entropy_ch_3":7.15172,"inten_cooc_entropy_ch_4":4.14463,"inten_cooc_max_ch_3":0.02564,"inten_cooc_max_ch_4":0.48718,"kurt_inten_ch_1":-0.83167,"kurt_inten_ch_3":-1.02553,"kurt_inten_ch_4":0.66177,"length_ch_1":40.07774,"neighbor_avg_dist_ch_1":198.25556,"neighbor_min_dist_ch_1":33.33282,"neighbor_var_dist_ch_1":113.62458,"perim_ch_1":90.0651,"shape_bfr_ch_1":0.70699,"shape_lwr_ch_1":5.31069,"shape_p_2_a_ch_1":2.92905,"skew_inten_ch_1":0.05542,"skew_inten_ch_3":-0.11584,"skew_inten_ch_4":1.27984,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":12626,"total_inten_ch_2":757,"total_inten_ch_3":31869,"total_inten_ch_4":2376,"var_inten_ch_1":31.83841,"var_inten_ch_3":79.07402,"var_inten_ch_4":16.42639,"width_ch_1":7.54661}
{"case":"Test","class":"PS","angle_ch_1":132.56087,"area_ch_1":206,"avg_inten_ch_1":122.54315,"avg_inten_ch_2":353.48223,"avg_inten_ch_3":237.52284,"avg_inten_ch_4":497.99492,"convex_hull_area_ratio_ch_1":1.14354,"convex_hull_perim_ratio_ch_1":0.90924,"diff_inten_density_ch_1":81.0226,"diff_inten_density_ch_3":163.71186,"diff_inten_density_ch_4":243.88701,"entropy_inten_ch_1":6.58329,"entropy_inten_ch_3":6.31044,"entropy_inten_ch_4":7.31096,"eq_circ_diam_ch_1":16.21464,"eq_ellipse_lwr_ch_1":2.02354,"eq_ellipse_oblate_vol_ch_1":321.71892,"eq_ellipse_prolate_vol_ch_1":158.98831,"eq_sphere_area_ch_1":825.97052,"eq_sphere_vol_ch_1":2232.13591,"fiber_align_2_ch_3":1.52063,"fiber_align_2_ch_4":1.78994,"fiber_length_ch_1":24.98882,"fiber_width_ch_1":8.76675,"inten_cooc_asm_ch_3":0.03231,"inten_cooc_asm_ch_4":0.00845,"inten_cooc_contrast_ch_3":8.05283,"inten_cooc_contrast_ch_4":13.51114,"inten_cooc_entropy_ch_3":6.44599,"inten_cooc_entropy_ch_4":7.17985,"inten_cooc_max_ch_3":0.17416,"inten_cooc_max_ch_4":0.03409,"kurt_inten_ch_1":0.2957,"kurt_inten_ch_3":0.57844,"kurt_inten_ch_4":-1.00417,"length_ch_1":22.69918,"neighbor_avg_dist_ch_1":226.94997,"neighbor_min_dist_ch_1":32.7779,"neighbor_var_dist_ch_1":115.91671,"perim_ch_1":67.51115,"shape_bfr_ch_1":0.66716,"shape_lwr_ch_1":1.66473,"shape_p_2_a_ch_1":1.65559,"skew_inten_ch_1":0.7827,"skew_inten_ch_3":0.97662,"skew_inten_ch_4":-0.18967,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":24141,"total_inten_ch_2":69440,"total_inten_ch_3":46792,"total_inten_ch_4":98105,"var_inten_ch_1":88.73484,"var_inten_ch_3":215.89224,"var_inten_ch_4":279.98989,"width_ch_1":13.63535}
{"case":"Test","class":"WS","angle_ch_1":131.84883,"area_ch_1":443,"avg_inten_ch_1":67.1513,"avg_inten_ch_2":195.93144,"avg_inten_ch_3":134.67139,"avg_inten_ch_4":199.54846,"convex_hull_area_ratio_ch_1":1.02989,"convex_hull_perim_ratio_ch_1":0.97275,"diff_inten_density_ch_1":60.68461,"diff_inten_density_ch_3":97.49312,"diff_inten_density_ch_4":140.45932,"entropy_inten_ch_1":6.9516,"entropy_inten_ch_3":7.38576,"entropy_inten_ch_4":7.25788,"eq_circ_diam_ch_1":23.75989,"eq_ellipse_lwr_ch_1":1.09966,"eq_ellipse_oblate_vol_ch_1":746.21191,"eq_ellipse_prolate_vol_ch_1":678.58152,"eq_sphere_area_ch_1":1773.53061,"eq_sphere_vol_ch_1":7023.14843,"fiber_align_2_ch_3":1.34041,"fiber_align_2_ch_4":1.45716,"fiber_length_ch_1":20.46112,"fiber_width_ch_1":20.46112,"inten_cooc_asm_ch_3":0.00879,"inten_cooc_asm_ch_4":0.01018,"inten_cooc_contrast_ch_3":14.72575,"inten_cooc_contrast_ch_4":14.79999,"inten_cooc_entropy_ch_3":7.47885,"inten_cooc_entropy_ch_4":7.34962,"inten_cooc_max_ch_3":0.0575,"inten_cooc_max_ch_4":0.075,"kurt_inten_ch_1":0.00971,"kurt_inten_ch_3":0.00449,"kurt_inten_ch_4":-0.44736,"length_ch_1":26.78517,"neighbor_avg_dist_ch_1":158.95998,"neighbor_min_dist_ch_1":25.65659,"neighbor_var_dist_ch_1":70.68747,"perim_ch_1":81.84449,"shape_bfr_ch_1":0.69049,"shape_lwr_ch_1":1.11729,"shape_p_2_a_ch_1":1.16907,"skew_inten_ch_1":0.56268,"skew_inten_ch_3":0.4973,"skew_inten_ch_4":0.33018,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":28405,"total_inten_ch_2":82457,"total_inten_ch_3":56966,"total_inten_ch_4":84409,"var_inten_ch_1":41.22069,"var_inten_ch_3":91.74166,"var_inten_ch_4":139.35221,"width_ch_1":23.97337}
{"case":"Train","class":"WS","angle_ch_1":113.64419,"area_ch_1":240,"avg_inten_ch_1":42.9738,"avg_inten_ch_2":338.51528,"avg_inten_ch_3":6.57642,"avg_inten_ch_4":144.62009,"convex_hull_area_ratio_ch_1":1.04202,"convex_hull_perim_ratio_ch_1":0.96687,"diff_inten_density_ch_1":43.96437,"diff_inten_density_ch_3":9.73634,"diff_inten_density_ch_4":83.95487,"entropy_inten_ch_1":6.0369,"entropy_inten_ch_3":2.80501,"entropy_inten_ch_4":6.07275,"eq_circ_diam_ch_1":17.48203,"eq_ellipse_lwr_ch_1":1.91162,"eq_ellipse_oblate_vol_ch_1":391.9005,"eq_ellipse_prolate_vol_ch_1":205.00938,"eq_sphere_area_ch_1":960.13832,"eq_sphere_vol_ch_1":2797.5285,"fiber_align_2_ch_3":1.03488,"fiber_align_2_ch_4":1.36642,"fiber_length_ch_1":20.02635,"fiber_width_ch_1":12.457,"inten_cooc_asm_ch_3":0.33016,"inten_cooc_asm_ch_4":0.05794,"inten_cooc_contrast_ch_3":2.86844,"inten_cooc_contrast_ch_4":5.91499,"inten_cooc_entropy_ch_3":3.38316,"inten_cooc_entropy_ch_4":5.93818,"inten_cooc_max_ch_3":0.57767,"inten_cooc_max_ch_4":0.22791,"kurt_inten_ch_1":-0.46081,"kurt_inten_ch_3":7.80289,"kurt_inten_ch_4":-1.25387,"length_ch_1":26.08753,"neighbor_avg_dist_ch_1":208.251,"neighbor_min_dist_ch_1":29.13813,"neighbor_var_dist_ch_1":120.70247,"perim_ch_1":64.9667,"shape_bfr_ch_1":0.64591,"shape_lwr_ch_1":1.83131,"shape_p_2_a_ch_1":1.34634,"skew_inten_ch_1":0.15464,"skew_inten_ch_3":2.40674,"skew_inten_ch_4":0.34331,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":9841,"total_inten_ch_2":77292,"total_inten_ch_3":1506,"total_inten_ch_4":33118,"var_inten_ch_1":22.51248,"var_inten_ch_3":11.67835,"var_inten_ch_4":130.89127,"width_ch_1":14.24526}
{"case":"Test","class":"PS","angle_ch_1":103.57943,"area_ch_1":185,"avg_inten_ch_1":31.79661,"avg_inten_ch_2":3.18079,"avg_inten_ch_3":48.36723,"avg_inten_ch_4":91.0904,"convex_hull_area_ratio_ch_1":1.20784,"convex_hull_perim_ratio_ch_1":0.76841,"diff_inten_density_ch_1":41.0918,"diff_inten_density_ch_3":38.52131,"diff_inten_density_ch_4":55.54426,"entropy_inten_ch_1":5.83505,"entropy_inten_ch_3":5.53897,"entropy_inten_ch_4":6.53335,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":2.23084,"eq_ellipse_oblate_vol_ch_1":287.68392,"eq_ellipse_prolate_vol_ch_1":128.95771,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.48282,"fiber_align_2_ch_4":1.49962,"fiber_length_ch_1":34.76889,"fiber_width_ch_1":5.76566,"inten_cooc_asm_ch_3":0.04172,"inten_cooc_asm_ch_4":0.00909,"inten_cooc_contrast_ch_3":6.39379,"inten_cooc_contrast_ch_4":12.86917,"inten_cooc_entropy_ch_3":6.09129,"inten_cooc_entropy_ch_4":7.07527,"inten_cooc_max_ch_3":0.18421,"inten_cooc_max_ch_4":0.03289,"kurt_inten_ch_1":0.17926,"kurt_inten_ch_3":0.54048,"kurt_inten_ch_4":0.32632,"length_ch_1":25.0528,"neighbor_avg_dist_ch_1":177.38254,"neighbor_min_dist_ch_1":19.69337,"neighbor_var_dist_ch_1":66.8803,"perim_ch_1":81.06909,"shape_bfr_ch_1":0.55608,"shape_lwr_ch_1":1.88123,"shape_p_2_a_ch_1":2.60891,"skew_inten_ch_1":0.75788,"skew_inten_ch_3":1.20372,"skew_inten_ch_4":0.74539,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5628,"total_inten_ch_2":387,"total_inten_ch_3":8561,"total_inten_ch_4":16123,"var_inten_ch_1":22.31828,"var_inten_ch_3":53.94102,"var_inten_ch_4":61.19177,"width_ch_1":13.31726}
{"case":"Test","class":"PS","angle_ch_1":89.21087,"area_ch_1":294,"avg_inten_ch_1":101.11744,"avg_inten_ch_2":286.40925,"avg_inten_ch_3":38.39146,"avg_inten_ch_4":129.29537,"convex_hull_area_ratio_ch_1":1.03425,"convex_hull_perim_ratio_ch_1":0.96462,"diff_inten_density_ch_1":56.83142,"diff_inten_density_ch_3":30.00766,"diff_inten_density_ch_4":78.17241,"entropy_inten_ch_1":7.03308,"entropy_inten_ch_3":3.20251,"entropy_inten_ch_4":5.8015,"eq_circ_diam_ch_1":19.36544,"eq_ellipse_lwr_ch_1":1.40658,"eq_ellipse_oblate_vol_ch_1":456.94394,"eq_ellipse_prolate_vol_ch_1":324.86217,"eq_sphere_area_ch_1":1178.161,"eq_sphere_vol_ch_1":3802.60115,"fiber_align_2_ch_3":1.18397,"fiber_align_2_ch_4":1.19356,"fiber_length_ch_1":17.17765,"fiber_width_ch_1":17.17765,"inten_cooc_asm_ch_3":0.36876,"inten_cooc_asm_ch_4":0.06331,"inten_cooc_contrast_ch_3":0.69129,"inten_cooc_contrast_ch_4":4.78176,"inten_cooc_entropy_ch_3":2.86737,"inten_cooc_entropy_ch_4":5.82793,"inten_cooc_max_ch_3":0.60465,"inten_cooc_max_ch_4":0.24806,"kurt_inten_ch_1":-0.99087,"kurt_inten_ch_3":3.4781,"kurt_inten_ch_4":-1.23199,"length_ch_1":23.61589,"neighbor_avg_dist_ch_1":159.84158,"neighbor_min_dist_ch_1":19.66674,"neighbor_var_dist_ch_1":81.72787,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.7556,"shape_lwr_ch_1":1.43072,"shape_p_2_a_ch_1":1.22748,"skew_inten_ch_1":0.11221,"skew_inten_ch_3":2.13485,"skew_inten_ch_4":0.3974,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":28414,"total_inten_ch_2":80201,"total_inten_ch_3":10788,"total_inten_ch_4":36332,"var_inten_ch_1":59.36674,"var_inten_ch_3":77.32726,"var_inten_ch_4":123.24383,"width_ch_1":16.5063}
{"case":"Test","class":"PS","angle_ch_1":77.75277,"area_ch_1":169,"avg_inten_ch_1":38.23457,"avg_inten_ch_2":398.2284,"avg_inten_ch_3":45.69753,"avg_inten_ch_4":102.62963,"convex_hull_area_ratio_ch_1":1.10819,"convex_hull_perim_ratio_ch_1":0.9116,"diff_inten_density_ch_1":47.55862,"diff_inten_density_ch_3":51.18621,"diff_inten_density_ch_4":61.01379,"entropy_inten_ch_1":5.97336,"entropy_inten_ch_3":5.42078,"entropy_inten_ch_4":6.34524,"eq_circ_diam_ch_1":14.70387,"eq_ellipse_lwr_ch_1":1.21821,"eq_ellipse_oblate_vol_ch_1":186.1466,"eq_ellipse_prolate_vol_ch_1":152.80341,"eq_sphere_area_ch_1":679.22449,"eq_sphere_vol_ch_1":1664.5384,"fiber_align_2_ch_3":1.42702,"fiber_align_2_ch_4":1.70135,"fiber_length_ch_1":19.4928,"fiber_width_ch_1":9.19518,"inten_cooc_asm_ch_3":0.02346,"inten_cooc_asm_ch_4":0.01968,"inten_cooc_contrast_ch_3":9.31697,"inten_cooc_contrast_ch_4":8.05403,"inten_cooc_entropy_ch_3":6.31558,"inten_cooc_entropy_ch_4":6.48583,"inten_cooc_max_ch_3":0.11644,"inten_cooc_max_ch_4":0.10417,"kurt_inten_ch_1":3.47936,"kurt_inten_ch_3":6.71762,"kurt_inten_ch_4":-0.96292,"length_ch_1":16.87687,"neighbor_avg_dist_ch_1":230.68412,"neighbor_min_dist_ch_1":26.32206,"neighbor_var_dist_ch_1":112.75513,"perim_ch_1":57.37596,"shape_bfr_ch_1":0.67636,"shape_lwr_ch_1":1.13451,"shape_p_2_a_ch_1":1.46155,"skew_inten_ch_1":1.71118,"skew_inten_ch_3":2.33935,"skew_inten_ch_4":0.26323,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6194,"total_inten_ch_2":64352,"total_inten_ch_3":7403,"total_inten_ch_4":16626,"var_inten_ch_1":34.28611,"var_inten_ch_3":64.78693,"var_inten_ch_4":75.73801,"width_ch_1":14.87585}
{"case":"Train","class":"PS","angle_ch_1":92.27783,"area_ch_1":212,"avg_inten_ch_1":46.93596,"avg_inten_ch_2":86.80296,"avg_inten_ch_3":80.69458,"avg_inten_ch_4":199.7734,"convex_hull_area_ratio_ch_1":1.21053,"convex_hull_perim_ratio_ch_1":0.88846,"diff_inten_density_ch_1":50.81818,"diff_inten_density_ch_3":66.42045,"diff_inten_density_ch_4":108.53977,"entropy_inten_ch_1":6.26668,"entropy_inten_ch_3":6.37544,"entropy_inten_ch_4":6.86208,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":3.98616,"eq_ellipse_oblate_vol_ch_1":472.32715,"eq_ellipse_prolate_vol_ch_1":118.4918,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.2376,"fiber_align_2_ch_4":1.53069,"fiber_length_ch_1":37.75123,"fiber_width_ch_1":6.06679,"inten_cooc_asm_ch_3":0.01652,"inten_cooc_asm_ch_4":0.016,"inten_cooc_contrast_ch_3":9.08984,"inten_cooc_contrast_ch_4":7.07238,"inten_cooc_entropy_ch_3":6.77931,"inten_cooc_entropy_ch_4":6.66175,"inten_cooc_max_ch_3":0.10929,"inten_cooc_max_ch_4":0.08743,"kurt_inten_ch_1":2.86941,"kurt_inten_ch_3":2.9674,"kurt_inten_ch_4":0.86019,"length_ch_1":33.96248,"neighbor_avg_dist_ch_1":188.25272,"neighbor_min_dist_ch_1":21.08153,"neighbor_var_dist_ch_1":84.45617,"perim_ch_1":87.63603,"shape_bfr_ch_1":0.58013,"shape_lwr_ch_1":3.14477,"shape_p_2_a_ch_1":2.66848,"skew_inten_ch_1":1.39505,"skew_inten_ch_3":1.43837,"skew_inten_ch_4":0.93707,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":9528,"total_inten_ch_2":17419,"total_inten_ch_3":16381,"total_inten_ch_4":40554,"var_inten_ch_1":32.59274,"var_inten_ch_3":76.77589,"var_inten_ch_4":156.77708,"width_ch_1":10.79969}
{"case":"Test","class":"PS","angle_ch_1":41.80474,"area_ch_1":364,"avg_inten_ch_1":29.65805,"avg_inten_ch_2":179.63793,"avg_inten_ch_3":56.27874,"avg_inten_ch_4":105.37931,"convex_hull_area_ratio_ch_1":1.23267,"convex_hull_perim_ratio_ch_1":0.85557,"diff_inten_density_ch_1":42.78717,"diff_inten_density_ch_3":58.4241,"diff_inten_density_ch_4":90.12676,"entropy_inten_ch_1":5.83872,"entropy_inten_ch_3":4.56544,"entropy_inten_ch_4":5.31346,"eq_circ_diam_ch_1":21.55082,"eq_ellipse_lwr_ch_1":1.08307,"eq_ellipse_oblate_vol_ch_1":552.60897,"eq_ellipse_prolate_vol_ch_1":510.22638,"eq_sphere_area_ch_1":1459.07483,"eq_sphere_vol_ch_1":5240.7104,"fiber_align_2_ch_3":1.75409,"fiber_align_2_ch_4":1.84714,"fiber_length_ch_1":37.28564,"fiber_width_ch_1":10.23991,"inten_cooc_asm_ch_3":0.19794,"inten_cooc_asm_ch_4":0.10603,"inten_cooc_contrast_ch_3":3.12022,"inten_cooc_contrast_ch_4":6.36521,"inten_cooc_entropy_ch_3":4.38147,"inten_cooc_entropy_ch_4":5.42009,"inten_cooc_max_ch_3":0.44548,"inten_cooc_max_ch_4":0.3239,"kurt_inten_ch_1":6.00863,"kurt_inten_ch_3":6.47912,"kurt_inten_ch_4":-0.80796,"length_ch_1":26.86529,"neighbor_avg_dist_ch_1":196.28739,"neighbor_min_dist_ch_1":24.91036,"neighbor_var_dist_ch_1":95.43907,"perim_ch_1":95.05111,"shape_bfr_ch_1":0.52744,"shape_lwr_ch_1":1.04362,"shape_p_2_a_ch_1":1.88306,"skew_inten_ch_1":1.84677,"skew_inten_ch_3":2.24194,"skew_inten_ch_4":0.66175,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":10321,"total_inten_ch_2":62167,"total_inten_ch_3":19585,"total_inten_ch_4":36672,"var_inten_ch_1":28.78878,"var_inten_ch_3":89.0701,"var_inten_ch_4":112.50673,"width_ch_1":25.74247}
{"case":"Train","class":"WS","angle_ch_1":133.24403,"area_ch_1":821,"avg_inten_ch_1":45.16964,"avg_inten_ch_2":160.04592,"avg_inten_ch_3":59.05357,"avg_inten_ch_4":93.98724,"convex_hull_area_ratio_ch_1":1.29441,"convex_hull_perim_ratio_ch_1":0.75589,"diff_inten_density_ch_1":48.15761,"diff_inten_density_ch_3":51.85734,"diff_inten_density_ch_4":62.76902,"entropy_inten_ch_1":6.58247,"entropy_inten_ch_3":6.17669,"entropy_inten_ch_4":6.73456,"eq_circ_diam_ch_1":32.34687,"eq_ellipse_lwr_ch_1":1.5058,"eq_ellipse_oblate_vol_ch_1":2203.33147,"eq_ellipse_prolate_vol_ch_1":1463.22614,"eq_sphere_area_ch_1":3287.11111,"eq_sphere_vol_ch_1":17721.29233,"fiber_align_2_ch_3":1.6893,"fiber_align_2_ch_4":1.39556,"fiber_length_ch_1":69.04767,"fiber_width_ch_1":12.28491,"inten_cooc_asm_ch_3":0.04748,"inten_cooc_asm_ch_4":0.04016,"inten_cooc_contrast_ch_3":8.16165,"inten_cooc_contrast_ch_4":6.16869,"inten_cooc_entropy_ch_3":6.4203,"inten_cooc_entropy_ch_4":6.35908,"inten_cooc_max_ch_3":0.20485,"inten_cooc_max_ch_4":0.18868,"kurt_inten_ch_1":0.45827,"kurt_inten_ch_3":4.20705,"kurt_inten_ch_4":0.30901,"length_ch_1":44.42815,"neighbor_avg_dist_ch_1":177.66742,"neighbor_min_dist_ch_1":52.46462,"neighbor_var_dist_ch_1":62.16523,"perim_ch_1":162.66516,"shape_bfr_ch_1":0.55422,"shape_lwr_ch_1":1.3312,"shape_p_2_a_ch_1":2.48231,"skew_inten_ch_1":0.77725,"skew_inten_ch_3":1.77863,"skew_inten_ch_4":1.00905,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":35413,"total_inten_ch_2":124693,"total_inten_ch_3":46298,"total_inten_ch_4":73686,"var_inten_ch_1":29.85493,"var_inten_ch_3":67.70886,"var_inten_ch_4":95.7947,"width_ch_1":33.37446}
{"case":"Train","class":"WS","angle_ch_1":83.51142,"area_ch_1":194,"avg_inten_ch_1":185.83871,"avg_inten_ch_2":284.68817,"avg_inten_ch_3":13.34409,"avg_inten_ch_4":34.20968,"convex_hull_area_ratio_ch_1":1.03856,"convex_hull_perim_ratio_ch_1":0.97068,"diff_inten_density_ch_1":79.63905,"diff_inten_density_ch_3":12.09467,"diff_inten_density_ch_4":24.14201,"entropy_inten_ch_1":7.05508,"entropy_inten_ch_3":2.48632,"entropy_inten_ch_4":3.88033,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":2.06735,"eq_ellipse_oblate_vol_ch_1":298.33081,"eq_ellipse_prolate_vol_ch_1":144.30581,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.267,"fiber_align_2_ch_4":1.39982,"fiber_length_ch_1":18.95777,"fiber_width_ch_1":10.75402,"inten_cooc_asm_ch_3":0.43593,"inten_cooc_asm_ch_4":0.2535,"inten_cooc_contrast_ch_3":0.94638,"inten_cooc_contrast_ch_4":1.99394,"inten_cooc_entropy_ch_3":2.60255,"inten_cooc_entropy_ch_4":3.87488,"inten_cooc_max_ch_3":0.65714,"inten_cooc_max_ch_4":0.5092,"kurt_inten_ch_1":-0.80607,"kurt_inten_ch_3":0.69018,"kurt_inten_ch_4":0.65936,"length_ch_1":23.62817,"neighbor_avg_dist_ch_1":172.46826,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":72.15561,"perim_ch_1":59.42357,"shape_bfr_ch_1":0.69432,"shape_lwr_ch_1":1.98824,"shape_p_2_a_ch_1":1.37831,"skew_inten_ch_1":0.13979,"skew_inten_ch_3":1.4165,"skew_inten_ch_4":1.22816,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":34566,"total_inten_ch_2":52767,"total_inten_ch_3":2482,"total_inten_ch_4":6363,"var_inten_ch_1":107.10685,"var_inten_ch_3":22.21667,"var_inten_ch_4":45.44267,"width_ch_1":11.88394}
{"case":"Train","class":"PS","angle_ch_1":117.20504,"area_ch_1":250,"avg_inten_ch_1":66.76569,"avg_inten_ch_2":54.38912,"avg_inten_ch_3":126.23431,"avg_inten_ch_4":32.50628,"convex_hull_area_ratio_ch_1":1.33797,"convex_hull_perim_ratio_ch_1":0.8394,"diff_inten_density_ch_1":62.7305,"diff_inten_density_ch_3":78.21986,"diff_inten_density_ch_4":23.89362,"entropy_inten_ch_1":6.67726,"entropy_inten_ch_3":5.72138,"entropy_inten_ch_4":5.32716,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":2.58476,"eq_ellipse_oblate_vol_ch_1":485.87897,"eq_ellipse_prolate_vol_ch_1":187.97873,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.47863,"fiber_align_2_ch_4":1.37955,"fiber_length_ch_1":41.77908,"fiber_width_ch_1":6.30983,"inten_cooc_asm_ch_3":0.07964,"inten_cooc_asm_ch_4":0.04257,"inten_cooc_contrast_ch_3":4.77491,"inten_cooc_contrast_ch_4":6.89921,"inten_cooc_entropy_ch_3":5.75601,"inten_cooc_entropy_ch_4":6.26784,"inten_cooc_max_ch_3":0.27397,"inten_cooc_max_ch_4":0.20091,"kurt_inten_ch_1":-0.49669,"kurt_inten_ch_3":-0.60933,"kurt_inten_ch_4":-0.88542,"length_ch_1":35.69052,"neighbor_avg_dist_ch_1":187.26835,"neighbor_min_dist_ch_1":14.65872,"neighbor_var_dist_ch_1":74.06697,"perim_ch_1":96.17782,"shape_bfr_ch_1":0.44827,"shape_lwr_ch_1":2.27932,"shape_p_2_a_ch_1":2.79229,"skew_inten_ch_1":0.32456,"skew_inten_ch_3":0.7043,"skew_inten_ch_4":0.53875,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":15957,"total_inten_ch_2":12761,"total_inten_ch_3":30170,"total_inten_ch_4":7769,"var_inten_ch_1":41.43518,"var_inten_ch_3":123.72136,"var_inten_ch_4":30.32762,"width_ch_1":15.65838}
{"case":"Test","class":"PS","angle_ch_1":31.0144,"area_ch_1":162,"avg_inten_ch_1":34.38065,"avg_inten_ch_2":290.09032,"avg_inten_ch_3":2.33548,"avg_inten_ch_4":46.11613,"convex_hull_area_ratio_ch_1":1.06891,"convex_hull_perim_ratio_ch_1":0.92611,"diff_inten_density_ch_1":41.53957,"diff_inten_density_ch_3":6.1295,"diff_inten_density_ch_4":42.66906,"entropy_inten_ch_1":5.77735,"entropy_inten_ch_3":2.16495,"entropy_inten_ch_4":5.98905,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.45973,"eq_ellipse_oblate_vol_ch_1":190.70218,"eq_ellipse_prolate_vol_ch_1":130.64192,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.74282,"fiber_align_2_ch_4":1.85902,"fiber_length_ch_1":17.88401,"fiber_width_ch_1":9.56812,"inten_cooc_asm_ch_3":0.30739,"inten_cooc_asm_ch_4":0.01113,"inten_cooc_contrast_ch_3":5.06108,"inten_cooc_contrast_ch_4":16.23789,"inten_cooc_entropy_ch_3":3.25808,"inten_cooc_entropy_ch_4":6.95352,"inten_cooc_max_ch_3":0.56429,"inten_cooc_max_ch_4":0.06522,"kurt_inten_ch_1":-0.42969,"kurt_inten_ch_3":10.499,"kurt_inten_ch_4":-0.86085,"length_ch_1":18.96439,"neighbor_avg_dist_ch_1":193.51732,"neighbor_min_dist_ch_1":29.10213,"neighbor_var_dist_ch_1":107.68528,"perim_ch_1":54.90426,"shape_bfr_ch_1":0.59495,"shape_lwr_ch_1":1.31701,"shape_p_2_a_ch_1":1.40187,"skew_inten_ch_1":0.37999,"skew_inten_ch_3":3.07679,"skew_inten_ch_4":0.4822,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5329,"total_inten_ch_2":44810,"total_inten_ch_3":362,"total_inten_ch_4":7148,"var_inten_ch_1":19.51419,"var_inten_ch_3":5.12964,"var_inten_ch_4":36.55468,"width_ch_1":14.39957}
{"case":"Train","class":"WS","angle_ch_1":83.19633,"area_ch_1":206,"avg_inten_ch_1":143.59391,"avg_inten_ch_2":334.65482,"avg_inten_ch_3":120.92893,"avg_inten_ch_4":243.80711,"convex_hull_area_ratio_ch_1":1.05596,"convex_hull_perim_ratio_ch_1":0.95546,"diff_inten_density_ch_1":89.16066,"diff_inten_density_ch_3":106.74515,"diff_inten_density_ch_4":101.50416,"entropy_inten_ch_1":7.05716,"entropy_inten_ch_3":5.80941,"entropy_inten_ch_4":7.18665,"eq_circ_diam_ch_1":16.21464,"eq_ellipse_lwr_ch_1":1.17094,"eq_ellipse_oblate_vol_ch_1":244.73049,"eq_ellipse_prolate_vol_ch_1":209.00356,"eq_sphere_area_ch_1":825.97052,"eq_sphere_vol_ch_1":2232.13591,"fiber_align_2_ch_3":1.00879,"fiber_align_2_ch_4":1.49132,"fiber_length_ch_1":14.34399,"fiber_width_ch_1":14.34399,"inten_cooc_asm_ch_3":0.04638,"inten_cooc_asm_ch_4":0.00797,"inten_cooc_contrast_ch_3":9.14332,"inten_cooc_contrast_ch_4":9.11974,"inten_cooc_entropy_ch_3":6.20558,"inten_cooc_entropy_ch_4":7.22232,"inten_cooc_max_ch_3":0.20112,"inten_cooc_max_ch_4":0.02198,"kurt_inten_ch_1":-0.90207,"kurt_inten_ch_3":1.91381,"kurt_inten_ch_4":-0.84536,"length_ch_1":18.78395,"neighbor_avg_dist_ch_1":202.50482,"neighbor_min_dist_ch_1":22.54707,"neighbor_var_dist_ch_1":100.42246,"perim_ch_1":57.37596,"shape_bfr_ch_1":0.7041,"shape_lwr_ch_1":1.20311,"shape_p_2_a_ch_1":1.21618,"skew_inten_ch_1":0.16385,"skew_inten_ch_3":1.39561,"skew_inten_ch_4":0.10553,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":28288,"total_inten_ch_2":65731,"total_inten_ch_3":23823,"total_inten_ch_4":48030,"var_inten_ch_1":83.5499,"var_inten_ch_3":132.93892,"var_inten_ch_4":121.23645,"width_ch_1":15.61286}
{"case":"Train","class":"WS","angle_ch_1":137.74708,"area_ch_1":156,"avg_inten_ch_1":119.30872,"avg_inten_ch_2":392.69128,"avg_inten_ch_3":146.79866,"avg_inten_ch_4":284.4698,"convex_hull_area_ratio_ch_1":1.0609,"convex_hull_perim_ratio_ch_1":0.9664,"diff_inten_density_ch_1":59.34201,"diff_inten_density_ch_3":73.37175,"diff_inten_density_ch_4":177.01487,"entropy_inten_ch_1":6.58803,"entropy_inten_ch_3":6.59626,"entropy_inten_ch_4":6.68226,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.11994,"eq_ellipse_oblate_vol_ch_1":157.43362,"eq_ellipse_prolate_vol_ch_1":140.57382,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.52659,"fiber_align_2_ch_4":1.65356,"fiber_length_ch_1":12.74617,"fiber_width_ch_1":12.74617,"inten_cooc_asm_ch_3":0.01467,"inten_cooc_asm_ch_4":0.01303,"inten_cooc_contrast_ch_3":5.88919,"inten_cooc_contrast_ch_4":7.34165,"inten_cooc_entropy_ch_3":6.60682,"inten_cooc_entropy_ch_4":6.77529,"inten_cooc_max_ch_3":0.07463,"inten_cooc_max_ch_4":0.06716,"kurt_inten_ch_1":-0.59353,"kurt_inten_ch_3":0.11611,"kurt_inten_ch_4":-0.58009,"length_ch_1":16.87442,"neighbor_avg_dist_ch_1":237.93845,"neighbor_min_dist_ch_1":20.50177,"neighbor_var_dist_ch_1":123.63468,"perim_ch_1":50.98468,"shape_bfr_ch_1":0.63692,"shape_lwr_ch_1":1.16122,"shape_p_2_a_ch_1":1.26504,"skew_inten_ch_1":-0.17418,"skew_inten_ch_3":0.76241,"skew_inten_ch_4":0.5563,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":17777,"total_inten_ch_2":58363,"total_inten_ch_3":21873,"total_inten_ch_4":42386,"var_inten_ch_1":53.94316,"var_inten_ch_3":105.61949,"var_inten_ch_4":222.31004,"width_ch_1":14.53161}
{"case":"Test","class":"WS","angle_ch_1":10.11729,"area_ch_1":327,"avg_inten_ch_1":693.25641,"avg_inten_ch_2":206.38462,"avg_inten_ch_3":24.44551,"avg_inten_ch_4":194.96795,"convex_hull_area_ratio_ch_1":1.06584,"convex_hull_perim_ratio_ch_1":0.95385,"diff_inten_density_ch_1":226.68804,"diff_inten_density_ch_3":18.92721,"diff_inten_density_ch_4":92.72964,"entropy_inten_ch_1":8.09467,"entropy_inten_ch_3":5.38691,"entropy_inten_ch_4":6.88322,"eq_circ_diam_ch_1":20.4057,"eq_ellipse_lwr_ch_1":2.56202,"eq_ellipse_oblate_vol_ch_1":721.51454,"eq_ellipse_prolate_vol_ch_1":281.6189,"eq_sphere_area_ch_1":1308.13605,"eq_sphere_vol_ch_1":4448.90556,"fiber_align_2_ch_3":1.23124,"fiber_align_2_ch_4":1.3545,"fiber_length_ch_1":30.05315,"fiber_width_ch_1":11.25679,"inten_cooc_asm_ch_3":0.0366,"inten_cooc_asm_ch_4":0.02649,"inten_cooc_contrast_ch_3":8.62419,"inten_cooc_contrast_ch_4":5.71067,"inten_cooc_entropy_ch_3":6.4169,"inten_cooc_entropy_ch_4":6.61582,"inten_cooc_max_ch_3":0.17438,"inten_cooc_max_ch_4":0.14527,"kurt_inten_ch_1":-0.83262,"kurt_inten_ch_3":-0.44234,"kurt_inten_ch_4":-0.83163,"length_ch_1":32.86319,"neighbor_avg_dist_ch_1":205.94791,"neighbor_min_dist_ch_1":23.34645,"neighbor_var_dist_ch_1":82.44259,"perim_ch_1":82.61988,"shape_bfr_ch_1":0.71435,"shape_lwr_ch_1":2.35906,"shape_p_2_a_ch_1":1.60565,"skew_inten_ch_1":0.21116,"skew_inten_ch_3":0.73492,"skew_inten_ch_4":0.29842,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":216296,"total_inten_ch_2":64081,"total_inten_ch_3":7627,"total_inten_ch_4":60830,"var_inten_ch_1":368.08628,"var_inten_ch_3":22.89476,"var_inten_ch_4":147.06517,"width_ch_1":13.93061}
{"case":"Test","class":"PS","angle_ch_1":26.15931,"area_ch_1":244,"avg_inten_ch_1":34.51073,"avg_inten_ch_2":272.07296,"avg_inten_ch_3":29.14163,"avg_inten_ch_4":12.34764,"convex_hull_area_ratio_ch_1":1.20199,"convex_hull_perim_ratio_ch_1":0.83826,"diff_inten_density_ch_1":48.39173,"diff_inten_density_ch_3":28.45012,"diff_inten_density_ch_4":10.27007,"entropy_inten_ch_1":5.96442,"entropy_inten_ch_3":2.38094,"entropy_inten_ch_4":1.23493,"eq_circ_diam_ch_1":17.63405,"eq_ellipse_lwr_ch_1":1.99136,"eq_ellipse_oblate_vol_ch_1":410.51612,"eq_ellipse_prolate_vol_ch_1":206.14872,"eq_sphere_area_ch_1":976.9093,"eq_sphere_vol_ch_1":2871.14534,"fiber_align_2_ch_3":1.58508,"fiber_align_2_ch_4":1.10664,"fiber_length_ch_1":34.84955,"fiber_width_ch_1":7.55696,"inten_cooc_asm_ch_3":0.50214,"inten_cooc_asm_ch_4":0.74872,"inten_cooc_contrast_ch_3":0.63786,"inten_cooc_contrast_ch_4":0.09968,"inten_cooc_entropy_ch_3":2.2583,"inten_cooc_entropy_ch_4":0.99953,"inten_cooc_max_ch_3":0.72195,"inten_cooc_max_ch_4":0.87805,"kurt_inten_ch_1":0.83981,"kurt_inten_ch_3":9.68811,"kurt_inten_ch_4":6.88979,"length_ch_1":28.84131,"neighbor_avg_dist_ch_1":224.10289,"neighbor_min_dist_ch_1":13.65932,"neighbor_var_dist_ch_1":115.74624,"perim_ch_1":84.81302,"shape_bfr_ch_1":0.50025,"shape_lwr_ch_1":1.70382,"shape_p_2_a_ch_1":2.17354,"skew_inten_ch_1":1.09408,"skew_inten_ch_3":2.73015,"skew_inten_ch_4":2.84677,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":8041,"total_inten_ch_2":63161,"total_inten_ch_3":6790,"total_inten_ch_4":2877,"var_inten_ch_1":30.19054,"var_inten_ch_3":61.29862,"var_inten_ch_4":34.90163,"width_ch_1":16.92748}
{"case":"Test","class":"PS","angle_ch_1":71.27362,"area_ch_1":176,"avg_inten_ch_1":47.46429,"avg_inten_ch_2":112.19048,"avg_inten_ch_3":112.55357,"avg_inten_ch_4":90.25,"convex_hull_area_ratio_ch_1":1.28513,"convex_hull_perim_ratio_ch_1":0.77818,"diff_inten_density_ch_1":60.26389,"diff_inten_density_ch_3":137.93056,"diff_inten_density_ch_4":103.71528,"entropy_inten_ch_1":5.90271,"entropy_inten_ch_3":6.02417,"entropy_inten_ch_4":4.76441,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":1.37382,"eq_ellipse_oblate_vol_ch_1":208.76161,"eq_ellipse_prolate_vol_ch_1":151.95686,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.49434,"fiber_align_2_ch_4":1.89413,"fiber_length_ch_1":32.2268,"fiber_width_ch_1":5.96026,"inten_cooc_asm_ch_3":0.02801,"inten_cooc_asm_ch_4":0.10155,"inten_cooc_contrast_ch_3":21.74686,"inten_cooc_contrast_ch_4":7.10568,"inten_cooc_entropy_ch_3":6.71753,"inten_cooc_entropy_ch_4":5.20154,"inten_cooc_max_ch_3":0.15753,"inten_cooc_max_ch_4":0.3169,"kurt_inten_ch_1":0.19233,"kurt_inten_ch_3":0.25199,"kurt_inten_ch_4":0.86274,"length_ch_1":22.67916,"neighbor_avg_dist_ch_1":163.66027,"neighbor_min_dist_ch_1":23.21137,"neighbor_var_dist_ch_1":76.72009,"perim_ch_1":76.37412,"shape_bfr_ch_1":0.4614,"shape_lwr_ch_1":1.34766,"shape_p_2_a_ch_1":2.41656,"skew_inten_ch_1":0.84027,"skew_inten_ch_3":0.87167,"skew_inten_ch_4":1.27289,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7974,"total_inten_ch_2":18681,"total_inten_ch_3":18909,"total_inten_ch_4":15162,"var_inten_ch_1":40.933,"var_inten_ch_3":100.55813,"var_inten_ch_4":113.1206,"width_ch_1":16.82856}
{"case":"Test","class":"PS","angle_ch_1":90.71342,"area_ch_1":366,"avg_inten_ch_1":46.62857,"avg_inten_ch_2":23.46286,"avg_inten_ch_3":8.94571,"avg_inten_ch_4":8.94857,"convex_hull_area_ratio_ch_1":1.27136,"convex_hull_perim_ratio_ch_1":0.88993,"diff_inten_density_ch_1":47.14688,"diff_inten_density_ch_3":15.95312,"diff_inten_density_ch_4":16.75937,"entropy_inten_ch_1":6.32861,"entropy_inten_ch_3":4.47446,"entropy_inten_ch_4":4.40144,"eq_circ_diam_ch_1":21.61266,"eq_ellipse_lwr_ch_1":2.46362,"eq_ellipse_oblate_vol_ch_1":840.64155,"eq_ellipse_prolate_vol_ch_1":341.2215,"eq_sphere_area_ch_1":1467.46032,"eq_sphere_vol_ch_1":5285.95379,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":42.62713,"fiber_width_ch_1":8.99366,"inten_cooc_asm_ch_3":0.00667,"inten_cooc_asm_ch_4":0.00728,"inten_cooc_contrast_ch_3":59.04388,"inten_cooc_contrast_ch_4":59.54571,"inten_cooc_entropy_ch_3":7.78416,"inten_cooc_entropy_ch_4":7.69627,"inten_cooc_max_ch_3":0.04601,"inten_cooc_max_ch_4":0.04777,"kurt_inten_ch_1":-0.66912,"kurt_inten_ch_3":-0.05039,"kurt_inten_ch_4":-0.12544,"length_ch_1":36.90528,"neighbor_avg_dist_ch_1":189.49884,"neighbor_min_dist_ch_1":19.45238,"neighbor_var_dist_ch_1":95.4263,"perim_ch_1":103.24159,"shape_bfr_ch_1":0.59805,"shape_lwr_ch_1":2.22028,"shape_p_2_a_ch_1":2.21245,"skew_inten_ch_1":0.16366,"skew_inten_ch_3":0.69703,"skew_inten_ch_4":0.68741,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":14,"total_inten_ch_1":16320,"total_inten_ch_2":7863,"total_inten_ch_3":3131,"total_inten_ch_4":3132,"var_inten_ch_1":24.4262,"var_inten_ch_3":7.4289,"var_inten_ch_4":7.62085,"width_ch_1":16.62189}
{"case":"Train","class":"WS","angle_ch_1":165.44742,"area_ch_1":340,"avg_inten_ch_1":271.76923,"avg_inten_ch_2":155.18462,"avg_inten_ch_3":5.96308,"avg_inten_ch_4":75.85538,"convex_hull_area_ratio_ch_1":1.04232,"convex_hull_perim_ratio_ch_1":0.96345,"diff_inten_density_ch_1":96.17219,"diff_inten_density_ch_3":7.22185,"diff_inten_density_ch_4":44.14238,"entropy_inten_ch_1":7.81765,"entropy_inten_ch_3":1.80835,"entropy_inten_ch_4":6.62114,"eq_circ_diam_ch_1":20.82648,"eq_ellipse_lwr_ch_1":2.05752,"eq_ellipse_oblate_vol_ch_1":687.41461,"eq_ellipse_prolate_vol_ch_1":334.09842,"eq_sphere_area_ch_1":1362.64172,"eq_sphere_vol_ch_1":4729.83877,"fiber_align_2_ch_3":1.67201,"fiber_align_2_ch_4":1.35995,"fiber_length_ch_1":26.2288,"fiber_width_ch_1":13.4576,"inten_cooc_asm_ch_3":0.61618,"inten_cooc_asm_ch_4":0.01536,"inten_cooc_contrast_ch_3":0.37529,"inten_cooc_contrast_ch_4":6.80777,"inten_cooc_entropy_ch_3":1.66624,"inten_cooc_entropy_ch_4":6.8838,"inten_cooc_max_ch_3":0.78644,"inten_cooc_max_ch_4":0.09492,"kurt_inten_ch_1":-1.07609,"kurt_inten_ch_3":5.44132,"kurt_inten_ch_4":-0.95608,"length_ch_1":32.3014,"neighbor_avg_dist_ch_1":187.38513,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":76.53681,"perim_ch_1":79.37279,"shape_bfr_ch_1":0.64993,"shape_lwr_ch_1":1.99062,"shape_p_2_a_ch_1":1.42032,"skew_inten_ch_1":0.09794,"skew_inten_ch_3":2.53003,"skew_inten_ch_4":0.39876,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":88325,"total_inten_ch_2":50111,"total_inten_ch_3":1938,"total_inten_ch_4":24653,"var_inten_ch_1":152.61567,"var_inten_ch_3":14.47646,"var_inten_ch_4":59.81588,"width_ch_1":16.22678}
{"case":"Test","class":"PS","angle_ch_1":96.42516,"area_ch_1":324,"avg_inten_ch_1":35.34839,"avg_inten_ch_2":31.87097,"avg_inten_ch_3":85.44516,"avg_inten_ch_4":45.18387,"convex_hull_area_ratio_ch_1":1.40503,"convex_hull_perim_ratio_ch_1":0.80138,"diff_inten_density_ch_1":41.27106,"diff_inten_density_ch_3":73.26007,"diff_inten_density_ch_4":42.79121,"entropy_inten_ch_1":6.164,"entropy_inten_ch_3":6.82679,"entropy_inten_ch_4":4.20102,"eq_circ_diam_ch_1":20.34019,"eq_ellipse_lwr_ch_1":4.4874,"eq_ellipse_oblate_vol_ch_1":945.7176,"eq_ellipse_prolate_vol_ch_1":210.74958,"eq_sphere_area_ch_1":1299.75057,"eq_sphere_vol_ch_1":4406.19625,"fiber_align_2_ch_3":1.78282,"fiber_align_2_ch_4":1.69155,"fiber_length_ch_1":58.11977,"fiber_width_ch_1":5.91095,"inten_cooc_asm_ch_3":0.0081,"inten_cooc_asm_ch_4":0.18909,"inten_cooc_contrast_ch_3":21.3397,"inten_cooc_contrast_ch_4":3.15873,"inten_cooc_entropy_ch_3":7.4161,"inten_cooc_entropy_ch_4":4.32677,"inten_cooc_max_ch_3":0.05319,"inten_cooc_max_ch_4":0.43617,"kurt_inten_ch_1":-0.17103,"kurt_inten_ch_3":-0.1254,"kurt_inten_ch_4":0.70841,"length_ch_1":44.89299,"neighbor_avg_dist_ch_1":300.20877,"neighbor_min_dist_ch_1":46.01452,"neighbor_var_dist_ch_1":135.05547,"perim_ch_1":128.06143,"shape_bfr_ch_1":0.55691,"shape_lwr_ch_1":3.45416,"shape_p_2_a_ch_1":3.79877,"skew_inten_ch_1":0.60488,"skew_inten_ch_3":0.55552,"skew_inten_ch_4":1.40974,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10958,"total_inten_ch_2":9571,"total_inten_ch_3":26488,"total_inten_ch_4":14007,"var_inten_ch_1":25.95482,"var_inten_ch_3":61.20048,"var_inten_ch_4":68.78941,"width_ch_1":12.99679}
{"case":"Train","class":"PS","angle_ch_1":140.2386,"area_ch_1":150,"avg_inten_ch_1":159.66667,"avg_inten_ch_2":248.21528,"avg_inten_ch_3":174.72917,"avg_inten_ch_4":20.70833,"convex_hull_area_ratio_ch_1":1.03151,"convex_hull_perim_ratio_ch_1":0.97153,"diff_inten_density_ch_1":107.41538,"diff_inten_density_ch_3":175.60769,"diff_inten_density_ch_4":20.53077,"entropy_inten_ch_1":6.89031,"entropy_inten_ch_3":5.22148,"entropy_inten_ch_4":2.39671,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":1.22559,"eq_ellipse_oblate_vol_ch_1":156.47221,"eq_ellipse_prolate_vol_ch_1":127.67133,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.26027,"fiber_align_2_ch_4":1.33602,"fiber_length_ch_1":12.12825,"fiber_width_ch_1":12.12825,"inten_cooc_asm_ch_3":0.05493,"inten_cooc_asm_ch_4":0.47839,"inten_cooc_contrast_ch_3":6.23846,"inten_cooc_contrast_ch_4":0.76154,"inten_cooc_entropy_ch_3":5.74443,"inten_cooc_entropy_ch_4":2.3464,"inten_cooc_max_ch_3":0.21538,"inten_cooc_max_ch_4":0.7,"kurt_inten_ch_1":0.46539,"kurt_inten_ch_3":1.14932,"kurt_inten_ch_4":3.54197,"length_ch_1":16.91163,"neighbor_avg_dist_ch_1":206.03515,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":108.02665,"perim_ch_1":48.51299,"shape_bfr_ch_1":0.63624,"shape_lwr_ch_1":1.20557,"shape_p_2_a_ch_1":1.18524,"skew_inten_ch_1":1.0583,"skew_inten_ch_3":1.44139,"skew_inten_ch_4":2.10892,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":22992,"total_inten_ch_2":35600,"total_inten_ch_3":25161,"total_inten_ch_4":2982,"var_inten_ch_1":117.43107,"var_inten_ch_3":225.49225,"var_inten_ch_4":42.28046,"width_ch_1":14.02795}
{"case":"Train","class":"PS","angle_ch_1":72.20734,"area_ch_1":156,"avg_inten_ch_1":102.39597,"avg_inten_ch_2":4.96644,"avg_inten_ch_3":246.32215,"avg_inten_ch_4":3.81208,"convex_hull_area_ratio_ch_1":1.71644,"convex_hull_perim_ratio_ch_1":0.88359,"diff_inten_density_ch_1":75.13008,"diff_inten_density_ch_3":160.29268,"diff_inten_density_ch_4":8.23577,"entropy_inten_ch_1":6.66857,"entropy_inten_ch_3":6.88689,"entropy_inten_ch_4":1.89076,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":3.66876,"eq_ellipse_oblate_vol_ch_1":284.94458,"eq_ellipse_prolate_vol_ch_1":77.66789,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.34292,"fiber_align_2_ch_4":2,"fiber_length_ch_1":38.29362,"fiber_width_ch_1":4.53697,"inten_cooc_asm_ch_3":0.0091,"inten_cooc_asm_ch_4":0.45598,"inten_cooc_contrast_ch_3":11.30695,"inten_cooc_contrast_ch_4":1.53735,"inten_cooc_entropy_ch_3":6.96707,"inten_cooc_entropy_ch_4":2.3861,"inten_cooc_max_ch_3":0.02521,"inten_cooc_max_ch_4":0.68504,"kurt_inten_ch_1":-0.96251,"kurt_inten_ch_3":-0.66454,"kurt_inten_ch_4":9.8697,"length_ch_1":32.37367,"neighbor_avg_dist_ch_1":242.72145,"neighbor_min_dist_ch_1":25.83978,"neighbor_var_dist_ch_1":127.26661,"perim_ch_1":85.66117,"shape_bfr_ch_1":0.40782,"shape_lwr_ch_1":2.7367,"shape_p_2_a_ch_1":3.36096,"skew_inten_ch_1":0.17035,"skew_inten_ch_3":0.31884,"skew_inten_ch_4":3.03233,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":15257,"total_inten_ch_2":592,"total_inten_ch_3":36702,"total_inten_ch_4":568,"var_inten_ch_1":58.72057,"var_inten_ch_3":158.95592,"var_inten_ch_4":9.26882,"width_ch_1":11.82946}
{"case":"Train","class":"PS","angle_ch_1":60.74261,"area_ch_1":220,"avg_inten_ch_1":127.76667,"avg_inten_ch_2":263.57143,"avg_inten_ch_3":252.40476,"avg_inten_ch_4":480.44286,"convex_hull_area_ratio_ch_1":1.34459,"convex_hull_perim_ratio_ch_1":0.86531,"diff_inten_density_ch_1":95.30481,"diff_inten_density_ch_3":217.26203,"diff_inten_density_ch_4":283.4385,"entropy_inten_ch_1":7.09813,"entropy_inten_ch_3":7.20204,"entropy_inten_ch_4":4.52193,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":1.96338,"eq_ellipse_oblate_vol_ch_1":348.78088,"eq_ellipse_prolate_vol_ch_1":177.64309,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.68987,"fiber_align_2_ch_4":1.36552,"fiber_length_ch_1":32.80511,"fiber_width_ch_1":7.09332,"inten_cooc_asm_ch_3":0.00819,"inten_cooc_asm_ch_4":0.18497,"inten_cooc_contrast_ch_3":12.67282,"inten_cooc_contrast_ch_4":1.3327,"inten_cooc_entropy_ch_3":7.19828,"inten_cooc_entropy_ch_4":4.18992,"inten_cooc_max_ch_3":0.02703,"inten_cooc_max_ch_4":0.43784,"kurt_inten_ch_1":2.68797,"kurt_inten_ch_3":3.48739,"kurt_inten_ch_4":-0.21261,"length_ch_1":25.94026,"neighbor_avg_dist_ch_1":190.15663,"neighbor_min_dist_ch_1":31.08742,"neighbor_var_dist_ch_1":92.34378,"perim_ch_1":79.79687,"shape_bfr_ch_1":0.46658,"shape_lwr_ch_1":1.42633,"shape_p_2_a_ch_1":2.17755,"skew_inten_ch_1":1.61369,"skew_inten_ch_3":1.78977,"skew_inten_ch_4":1.0897,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":26831,"total_inten_ch_2":55141,"total_inten_ch_3":53005,"total_inten_ch_4":100893,"var_inten_ch_1":103.31984,"var_inten_ch_3":251.83523,"var_inten_ch_4":662.78545,"width_ch_1":18.18671}
{"case":"Test","class":"PS","angle_ch_1":175.1652,"area_ch_1":310,"avg_inten_ch_1":187.62838,"avg_inten_ch_2":862.71284,"avg_inten_ch_3":294.13176,"avg_inten_ch_4":423.75,"convex_hull_area_ratio_ch_1":1.15984,"convex_hull_perim_ratio_ch_1":0.91701,"diff_inten_density_ch_1":108.11439,"diff_inten_density_ch_3":206.27306,"diff_inten_density_ch_4":286.79336,"entropy_inten_ch_1":7.59356,"entropy_inten_ch_3":7.24328,"entropy_inten_ch_4":7.58457,"eq_circ_diam_ch_1":19.87559,"eq_ellipse_lwr_ch_1":2.2584,"eq_ellipse_oblate_vol_ch_1":625.97929,"eq_ellipse_prolate_vol_ch_1":277.17769,"eq_sphere_area_ch_1":1241.05215,"eq_sphere_vol_ch_1":4111.10778,"fiber_align_2_ch_3":1.00843,"fiber_align_2_ch_4":1.48785,"fiber_length_ch_1":31.23894,"fiber_width_ch_1":10.44363,"inten_cooc_asm_ch_3":0.01928,"inten_cooc_asm_ch_4":0.00981,"inten_cooc_contrast_ch_3":9.92973,"inten_cooc_contrast_ch_4":12.56995,"inten_cooc_entropy_ch_3":6.89639,"inten_cooc_entropy_ch_4":7.20605,"inten_cooc_max_ch_3":0.11985,"inten_cooc_max_ch_4":0.05243,"kurt_inten_ch_1":-0.16654,"kurt_inten_ch_3":1.4109,"kurt_inten_ch_4":0.44601,"length_ch_1":30.27515,"neighbor_avg_dist_ch_1":251.69713,"neighbor_min_dist_ch_1":32.7779,"neighbor_var_dist_ch_1":123.82387,"perim_ch_1":83.36513,"shape_bfr_ch_1":0.62785,"shape_lwr_ch_1":1.85479,"shape_p_2_a_ch_1":1.69515,"skew_inten_ch_1":0.86646,"skew_inten_ch_3":1.03781,"skew_inten_ch_4":0.91854,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":55538,"total_inten_ch_2":255068,"total_inten_ch_3":87063,"total_inten_ch_4":125430,"var_inten_ch_1":140.8195,"var_inten_ch_3":251.83553,"var_inten_ch_4":339.06507,"width_ch_1":16.32267}
{"case":"Test","class":"PS","angle_ch_1":146.09951,"area_ch_1":254,"avg_inten_ch_1":26.66667,"avg_inten_ch_2":64.93416,"avg_inten_ch_3":47.08642,"avg_inten_ch_4":150.61317,"convex_hull_area_ratio_ch_1":1.31943,"convex_hull_perim_ratio_ch_1":0.73526,"diff_inten_density_ch_1":37.94033,"diff_inten_density_ch_3":37.58711,"diff_inten_density_ch_4":89.99761,"entropy_inten_ch_1":5.70974,"entropy_inten_ch_3":6.28119,"entropy_inten_ch_4":6.84652,"eq_circ_diam_ch_1":18.00849,"eq_ellipse_lwr_ch_1":2.41556,"eq_ellipse_oblate_vol_ch_1":481.54854,"eq_ellipse_prolate_vol_ch_1":199.35258,"eq_sphere_area_ch_1":1018.83673,"eq_sphere_vol_ch_1":3057.9523,"fiber_align_2_ch_3":1.75852,"fiber_align_2_ch_4":1.75463,"fiber_length_ch_1":47.01247,"fiber_width_ch_1":5.88055,"inten_cooc_asm_ch_3":0.00663,"inten_cooc_asm_ch_4":0.0113,"inten_cooc_contrast_ch_3":21.26565,"inten_cooc_contrast_ch_4":10.78738,"inten_cooc_entropy_ch_3":7.48953,"inten_cooc_entropy_ch_4":6.96147,"inten_cooc_max_ch_3":0.02143,"inten_cooc_max_ch_4":0.05714,"kurt_inten_ch_1":-0.20285,"kurt_inten_ch_3":3.10755,"kurt_inten_ch_4":-0.42043,"length_ch_1":30.95178,"neighbor_avg_dist_ch_1":186.47581,"neighbor_min_dist_ch_1":34.03301,"neighbor_var_dist_ch_1":97.63236,"perim_ch_1":105.78604,"shape_bfr_ch_1":0.45338,"shape_lwr_ch_1":1.70524,"shape_p_2_a_ch_1":3.22117,"skew_inten_ch_1":0.56809,"skew_inten_ch_3":1.54803,"skew_inten_ch_4":0.53562,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6480,"total_inten_ch_2":15537,"total_inten_ch_3":11442,"total_inten_ch_4":36599,"var_inten_ch_1":18.08599,"var_inten_ch_3":34.10256,"var_inten_ch_4":109.07987,"width_ch_1":18.15101}
{"case":"Train","class":"PS","angle_ch_1":91.26603,"area_ch_1":424,"avg_inten_ch_1":28.5037,"avg_inten_ch_2":175.39753,"avg_inten_ch_3":22.67654,"avg_inten_ch_4":56.20494,"convex_hull_area_ratio_ch_1":1.23815,"convex_hull_perim_ratio_ch_1":0.86581,"diff_inten_density_ch_1":38.79866,"diff_inten_density_ch_3":19.40268,"diff_inten_density_ch_4":45.59597,"entropy_inten_ch_1":5.87319,"entropy_inten_ch_3":4.59117,"entropy_inten_ch_4":5.77002,"eq_circ_diam_ch_1":23.24886,"eq_ellipse_lwr_ch_1":2.07344,"eq_ellipse_oblate_vol_ch_1":959.9528,"eq_ellipse_prolate_vol_ch_1":462.9758,"eq_sphere_area_ch_1":1698.06122,"eq_sphere_vol_ch_1":6579.66573,"fiber_align_2_ch_3":1.35046,"fiber_align_2_ch_4":1.42794,"fiber_length_ch_1":45.0954,"fiber_width_ch_1":9.80886,"inten_cooc_asm_ch_3":0.13274,"inten_cooc_asm_ch_4":0.05838,"inten_cooc_contrast_ch_3":4.5147,"inten_cooc_contrast_ch_4":6.14594,"inten_cooc_entropy_ch_3":5.05871,"inten_cooc_entropy_ch_4":6.00486,"inten_cooc_max_ch_3":0.36339,"inten_cooc_max_ch_4":0.23219,"kurt_inten_ch_1":0.25484,"kurt_inten_ch_3":3.43098,"kurt_inten_ch_4":2.24761,"length_ch_1":38.91789,"neighbor_avg_dist_ch_1":185.76734,"neighbor_min_dist_ch_1":50.83088,"neighbor_var_dist_ch_1":56.89305,"perim_ch_1":109.80852,"shape_bfr_ch_1":0.57786,"shape_lwr_ch_1":2.06171,"shape_p_2_a_ch_1":2.16925,"skew_inten_ch_1":0.76465,"skew_inten_ch_3":1.90635,"skew_inten_ch_4":1.58601,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":11544,"total_inten_ch_2":70632,"total_inten_ch_3":9184,"total_inten_ch_4":22763,"var_inten_ch_1":21.97963,"var_inten_ch_3":32.18659,"var_inten_ch_4":70.55358,"width_ch_1":18.87649}
{"case":"Test","class":"PS","angle_ch_1":87.17655,"area_ch_1":169,"avg_inten_ch_1":68.59877,"avg_inten_ch_2":187.35185,"avg_inten_ch_3":20.48148,"avg_inten_ch_4":60.96296,"convex_hull_area_ratio_ch_1":1.02102,"convex_hull_perim_ratio_ch_1":0.98354,"diff_inten_density_ch_1":47.90476,"diff_inten_density_ch_3":22.61905,"diff_inten_density_ch_4":42.7551,"entropy_inten_ch_1":6.38648,"entropy_inten_ch_3":4.82253,"entropy_inten_ch_4":2.90059,"eq_circ_diam_ch_1":14.70387,"eq_ellipse_lwr_ch_1":2.14843,"eq_ellipse_oblate_vol_ch_1":247.20353,"eq_ellipse_prolate_vol_ch_1":115.06241,"eq_sphere_area_ch_1":679.22449,"eq_sphere_vol_ch_1":1664.5384,"fiber_align_2_ch_3":1.1691,"fiber_align_2_ch_4":1.51955,"fiber_length_ch_1":18.66541,"fiber_width_ch_1":9.35007,"inten_cooc_asm_ch_3":0.04439,"inten_cooc_asm_ch_4":0.41549,"inten_cooc_contrast_ch_3":12.17056,"inten_cooc_contrast_ch_4":0.70199,"inten_cooc_entropy_ch_3":6.03261,"inten_cooc_entropy_ch_4":2.59374,"inten_cooc_max_ch_3":0.19149,"inten_cooc_max_ch_4":0.64539,"kurt_inten_ch_1":-0.53021,"kurt_inten_ch_3":1.03493,"kurt_inten_ch_4":0.9194,"length_ch_1":21.52433,"neighbor_avg_dist_ch_1":179.02489,"neighbor_min_dist_ch_1":19.69337,"neighbor_var_dist_ch_1":70.37822,"perim_ch_1":56.03097,"shape_bfr_ch_1":0.79211,"shape_lwr_ch_1":2.16117,"shape_p_2_a_ch_1":1.4315,"skew_inten_ch_1":0.12741,"skew_inten_ch_3":1.08922,"skew_inten_ch_4":1.53271,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11113,"total_inten_ch_2":30190,"total_inten_ch_3":3318,"total_inten_ch_4":9876,"var_inten_ch_1":36.17797,"var_inten_ch_3":21.21501,"var_inten_ch_4":104.99588,"width_ch_1":9.95957}
{"case":"Test","class":"WS","angle_ch_1":72.04913,"area_ch_1":220,"avg_inten_ch_1":187.75714,"avg_inten_ch_2":337.66667,"avg_inten_ch_3":56.90952,"avg_inten_ch_4":171.36667,"convex_hull_area_ratio_ch_1":1.05046,"convex_hull_perim_ratio_ch_1":0.95974,"diff_inten_density_ch_1":81.20207,"diff_inten_density_ch_3":44.54922,"diff_inten_density_ch_4":120.7513,"entropy_inten_ch_1":7.15215,"entropy_inten_ch_3":5.36677,"entropy_inten_ch_4":5.31257,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":1.50465,"eq_ellipse_oblate_vol_ch_1":305.32936,"eq_ellipse_prolate_vol_ch_1":202.92353,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.33127,"fiber_align_2_ch_4":1.48276,"fiber_length_ch_1":15.00583,"fiber_width_ch_1":15.00583,"inten_cooc_asm_ch_3":0.06051,"inten_cooc_asm_ch_4":0.1213,"inten_cooc_contrast_ch_3":4.46291,"inten_cooc_contrast_ch_4":5.79846,"inten_cooc_entropy_ch_3":5.7465,"inten_cooc_entropy_ch_4":5.17342,"inten_cooc_max_ch_3":0.24084,"inten_cooc_max_ch_4":0.34031,"kurt_inten_ch_1":-0.65396,"kurt_inten_ch_3":0.27264,"kurt_inten_ch_4":0.36784,"length_ch_1":21.02978,"neighbor_avg_dist_ch_1":217.06595,"neighbor_min_dist_ch_1":14.26002,"neighbor_var_dist_ch_1":115.57545,"perim_ch_1":60.02331,"shape_bfr_ch_1":0.70518,"shape_lwr_ch_1":1.41681,"shape_p_2_a_ch_1":1.25468,"skew_inten_ch_1":0.17352,"skew_inten_ch_3":1.12996,"skew_inten_ch_4":1,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":39429,"total_inten_ch_2":70701,"total_inten_ch_3":11951,"total_inten_ch_4":35987,"var_inten_ch_1":92.70667,"var_inten_ch_3":67.25337,"var_inten_ch_4":186.33729,"width_ch_1":14.84305}
{"case":"Test","class":"PS","angle_ch_1":84.15231,"area_ch_1":438,"avg_inten_ch_1":72.47608,"avg_inten_ch_2":79.34928,"avg_inten_ch_3":161.84211,"avg_inten_ch_4":229.16029,"convex_hull_area_ratio_ch_1":1.34585,"convex_hull_perim_ratio_ch_1":0.72395,"diff_inten_density_ch_1":69.57218,"diff_inten_density_ch_3":138.94751,"diff_inten_density_ch_4":165.02625,"entropy_inten_ch_1":6.90207,"entropy_inten_ch_3":6.7922,"entropy_inten_ch_4":6.08951,"eq_circ_diam_ch_1":23.61905,"eq_ellipse_lwr_ch_1":1.13172,"eq_ellipse_oblate_vol_ch_1":743.62674,"eq_ellipse_prolate_vol_ch_1":657.07803,"eq_sphere_area_ch_1":1752.56689,"eq_sphere_vol_ch_1":6898.99323,"fiber_align_2_ch_3":1.25753,"fiber_align_2_ch_4":1.47105,"fiber_length_ch_1":54.39916,"fiber_width_ch_1":8.46847,"inten_cooc_asm_ch_3":0.04307,"inten_cooc_asm_ch_4":0.06629,"inten_cooc_contrast_ch_3":8.91528,"inten_cooc_contrast_ch_4":8.64922,"inten_cooc_entropy_ch_3":6.52597,"inten_cooc_entropy_ch_4":6.08214,"inten_cooc_max_ch_3":0.19577,"inten_cooc_max_ch_4":0.24868,"kurt_inten_ch_1":1.31515,"kurt_inten_ch_3":1.67233,"kurt_inten_ch_4":-1.31628,"length_ch_1":28.4378,"neighbor_avg_dist_ch_1":244.82284,"neighbor_min_dist_ch_1":26.32206,"neighbor_var_dist_ch_1":122.32204,"perim_ch_1":125.73526,"shape_bfr_ch_1":0.56405,"shape_lwr_ch_1":1.04111,"shape_p_2_a_ch_1":2.73089,"skew_inten_ch_1":1.15999,"skew_inten_ch_3":1.23164,"skew_inten_ch_4":0.26383,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":30295,"total_inten_ch_2":32751,"total_inten_ch_3":67650,"total_inten_ch_4":95789,"var_inten_ch_1":63.49596,"var_inten_ch_3":164.43665,"var_inten_ch_4":208.68864,"width_ch_1":27.31501}
{"case":"Train","class":"PS","angle_ch_1":38.52272,"area_ch_1":202,"avg_inten_ch_1":43.45596,"avg_inten_ch_2":316.52332,"avg_inten_ch_3":46.43523,"avg_inten_ch_4":49.08808,"convex_hull_area_ratio_ch_1":1.20147,"convex_hull_perim_ratio_ch_1":0.88414,"diff_inten_density_ch_1":52.69096,"diff_inten_density_ch_3":66.57434,"diff_inten_density_ch_4":49.48397,"entropy_inten_ch_1":6.2146,"entropy_inten_ch_3":4.81195,"entropy_inten_ch_4":3.79787,"eq_circ_diam_ch_1":16.04918,"eq_ellipse_lwr_ch_1":2.25976,"eq_ellipse_oblate_vol_ch_1":329.67719,"eq_ellipse_prolate_vol_ch_1":145.8902,"eq_sphere_area_ch_1":809.19955,"eq_sphere_vol_ch_1":2164.49835,"fiber_align_2_ch_3":1.0232,"fiber_align_2_ch_4":1.78437,"fiber_length_ch_1":29.28691,"fiber_width_ch_1":7.32805,"inten_cooc_asm_ch_3":0.07952,"inten_cooc_asm_ch_4":0.22491,"inten_cooc_contrast_ch_3":12.28504,"inten_cooc_contrast_ch_4":2.92251,"inten_cooc_entropy_ch_3":5.73899,"inten_cooc_entropy_ch_4":3.98488,"inten_cooc_max_ch_3":0.27326,"inten_cooc_max_ch_4":0.48256,"kurt_inten_ch_1":0.22032,"kurt_inten_ch_3":-0.05626,"kurt_inten_ch_4":1.6761,"length_ch_1":27.02323,"neighbor_avg_dist_ch_1":241.83607,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":122.16497,"perim_ch_1":73.22993,"shape_bfr_ch_1":0.55041,"shape_lwr_ch_1":1.98684,"shape_p_2_a_ch_1":1.98839,"skew_inten_ch_1":0.86706,"skew_inten_ch_3":1.03718,"skew_inten_ch_4":1.67662,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8387,"total_inten_ch_2":60897,"total_inten_ch_3":8962,"total_inten_ch_4":9474,"var_inten_ch_1":32.66995,"var_inten_ch_3":55.47923,"var_inten_ch_4":78.15567,"width_ch_1":13.60113}
{"case":"Train","class":"WS","angle_ch_1":110.22051,"area_ch_1":357,"avg_inten_ch_1":54.30499,"avg_inten_ch_2":173.94428,"avg_inten_ch_3":75.36657,"avg_inten_ch_4":87.72727,"convex_hull_area_ratio_ch_1":1.22261,"convex_hull_perim_ratio_ch_1":0.90079,"diff_inten_density_ch_1":51.4871,"diff_inten_density_ch_3":62.94516,"diff_inten_density_ch_4":60.03871,"entropy_inten_ch_1":6.66947,"entropy_inten_ch_3":5.46063,"entropy_inten_ch_4":5.70547,"eq_circ_diam_ch_1":21.33297,"eq_ellipse_lwr_ch_1":3.06544,"eq_ellipse_oblate_vol_ch_1":901.77742,"eq_ellipse_prolate_vol_ch_1":294.17576,"eq_sphere_area_ch_1":1429.72562,"eq_sphere_vol_ch_1":5083.38338,"fiber_align_2_ch_3":1.42986,"fiber_align_2_ch_4":1.52575,"fiber_length_ch_1":43.39064,"fiber_width_ch_1":8.65423,"inten_cooc_asm_ch_3":0.0872,"inten_cooc_asm_ch_4":0.08509,"inten_cooc_contrast_ch_3":5.07238,"inten_cooc_contrast_ch_4":5.80289,"inten_cooc_entropy_ch_3":5.58415,"inten_cooc_entropy_ch_4":5.67086,"inten_cooc_max_ch_3":0.28904,"inten_cooc_max_ch_4":0.28213,"kurt_inten_ch_1":-0.11572,"kurt_inten_ch_3":0.3568,"kurt_inten_ch_4":-0.31988,"length_ch_1":41.00638,"neighbor_avg_dist_ch_1":264.62212,"neighbor_min_dist_ch_1":43.19457,"neighbor_var_dist_ch_1":122.26296,"perim_ch_1":104.08974,"shape_bfr_ch_1":0.57081,"shape_lwr_ch_1":2.68533,"shape_p_2_a_ch_1":2.29604,"skew_inten_ch_1":0.79056,"skew_inten_ch_3":1.10451,"skew_inten_ch_4":0.74565,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":10,"total_inten_ch_1":18518,"total_inten_ch_2":58975,"total_inten_ch_3":25700,"total_inten_ch_4":29915,"var_inten_ch_1":41.42655,"var_inten_ch_3":88.64862,"var_inten_ch_4":89.3568,"width_ch_1":15.2705}
{"case":"Train","class":"PS","angle_ch_1":110.38985,"area_ch_1":266,"avg_inten_ch_1":28.74409,"avg_inten_ch_2":3.5,"avg_inten_ch_3":68.64567,"avg_inten_ch_4":5.88583,"convex_hull_area_ratio_ch_1":1.94203,"convex_hull_perim_ratio_ch_1":0.77635,"diff_inten_density_ch_1":40.5711,"diff_inten_density_ch_3":52.09557,"diff_inten_density_ch_4":10.21678,"entropy_inten_ch_1":5.94107,"entropy_inten_ch_3":6.74142,"entropy_inten_ch_4":2.59816,"eq_circ_diam_ch_1":18.41158,"eq_ellipse_lwr_ch_1":2.69335,"eq_ellipse_oblate_vol_ch_1":543.39866,"eq_ellipse_prolate_vol_ch_1":201.75564,"eq_sphere_area_ch_1":1064.95692,"eq_sphere_vol_ch_1":3267.92342,"fiber_align_2_ch_3":1.70848,"fiber_align_2_ch_4":1.37077,"fiber_length_ch_1":61.53776,"fiber_width_ch_1":4.70117,"inten_cooc_asm_ch_3":0.00714,"inten_cooc_asm_ch_4":0.30602,"inten_cooc_contrast_ch_3":16.89015,"inten_cooc_contrast_ch_4":2.72576,"inten_cooc_entropy_ch_3":7.39508,"inten_cooc_entropy_ch_4":3.4232,"inten_cooc_max_ch_3":0.02752,"inten_cooc_max_ch_4":0.55505,"kurt_inten_ch_1":0.11384,"kurt_inten_ch_3":2.80675,"kurt_inten_ch_4":6.85274,"length_ch_1":43.24446,"neighbor_avg_dist_ch_1":180.85498,"neighbor_min_dist_ch_1":17.49486,"neighbor_var_dist_ch_1":84.8952,"perim_ch_1":132.47785,"shape_bfr_ch_1":0.31451,"shape_lwr_ch_1":2.20913,"shape_p_2_a_ch_1":4.82755,"skew_inten_ch_1":0.7386,"skew_inten_ch_3":1.09911,"skew_inten_ch_4":2.49186,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":7301,"total_inten_ch_2":636,"total_inten_ch_3":17436,"total_inten_ch_4":1495,"var_inten_ch_1":20.88988,"var_inten_ch_3":49.7052,"var_inten_ch_4":11.64124,"width_ch_1":19.5753}
{"case":"Train","class":"PS","angle_ch_1":117.62371,"area_ch_1":221,"avg_inten_ch_1":37.91943,"avg_inten_ch_2":3.93365,"avg_inten_ch_3":93.62559,"avg_inten_ch_4":36.59242,"convex_hull_area_ratio_ch_1":1.41436,"convex_hull_perim_ratio_ch_1":0.92098,"diff_inten_density_ch_1":42.15385,"diff_inten_density_ch_3":58.18681,"diff_inten_density_ch_4":27.65934,"entropy_inten_ch_1":6.1273,"entropy_inten_ch_3":6.8103,"entropy_inten_ch_4":5.75423,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":5.67956,"eq_ellipse_oblate_vol_ch_1":597.45138,"eq_ellipse_prolate_vol_ch_1":105.19326,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.6751,"fiber_align_2_ch_4":1.63526,"fiber_length_ch_1":44.54973,"fiber_width_ch_1":5.32331,"inten_cooc_asm_ch_3":0.00828,"inten_cooc_asm_ch_4":0.01236,"inten_cooc_contrast_ch_3":11.54585,"inten_cooc_contrast_ch_4":10.65849,"inten_cooc_entropy_ch_3":7.18557,"inten_cooc_entropy_ch_4":7.00488,"inten_cooc_max_ch_3":0.02604,"inten_cooc_max_ch_4":0.08333,"kurt_inten_ch_1":3.72493,"kurt_inten_ch_3":2.63843,"kurt_inten_ch_4":-1.14417,"length_ch_1":42.02302,"neighbor_avg_dist_ch_1":256.44745,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":116.42529,"perim_ch_1":99.74608,"shape_bfr_ch_1":0.51178,"shape_lwr_ch_1":4.08637,"shape_p_2_a_ch_1":3.33851,"skew_inten_ch_1":1.60356,"skew_inten_ch_3":1.40549,"skew_inten_ch_4":0.3008,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8001,"total_inten_ch_2":620,"total_inten_ch_3":19755,"total_inten_ch_4":7721,"var_inten_ch_1":30.36567,"var_inten_ch_3":71.87256,"var_inten_ch_4":29.19285,"width_ch_1":10.28369}
{"case":"Test","class":"WS","angle_ch_1":60.29494,"area_ch_1":237,"avg_inten_ch_1":329.98678,"avg_inten_ch_2":266.09692,"avg_inten_ch_3":321.14978,"avg_inten_ch_4":85.63877,"convex_hull_area_ratio_ch_1":1.01695,"convex_hull_perim_ratio_ch_1":0.97984,"diff_inten_density_ch_1":130.04286,"diff_inten_density_ch_3":206.13333,"diff_inten_density_ch_4":60.29048,"entropy_inten_ch_1":7.54461,"entropy_inten_ch_3":6.04054,"entropy_inten_ch_4":5.61299,"eq_circ_diam_ch_1":17.40553,"eq_ellipse_lwr_ch_1":1.2033,"eq_ellipse_oblate_vol_ch_1":306.86436,"eq_ellipse_prolate_vol_ch_1":255.01999,"eq_sphere_area_ch_1":951.75283,"eq_sphere_vol_ch_1":2760.95979,"fiber_align_2_ch_3":1.47567,"fiber_align_2_ch_4":1.24285,"fiber_length_ch_1":14.70596,"fiber_width_ch_1":14.70596,"inten_cooc_asm_ch_3":0.06855,"inten_cooc_asm_ch_4":0.0791,"inten_cooc_contrast_ch_3":4.80824,"inten_cooc_contrast_ch_4":5.90947,"inten_cooc_entropy_ch_3":5.74754,"inten_cooc_entropy_ch_4":5.67969,"inten_cooc_max_ch_3":0.2488,"inten_cooc_max_ch_4":0.27014,"kurt_inten_ch_1":-0.54496,"kurt_inten_ch_3":1.16983,"kurt_inten_ch_4":0.42813,"length_ch_1":20.57284,"neighbor_avg_dist_ch_1":188.92202,"neighbor_min_dist_ch_1":16.94706,"neighbor_var_dist_ch_1":85.26019,"perim_ch_1":58.82384,"shape_bfr_ch_1":0.66478,"shape_lwr_ch_1":1.1825,"shape_p_2_a_ch_1":1.11313,"skew_inten_ch_1":0.17582,"skew_inten_ch_3":1.14823,"skew_inten_ch_4":0.96946,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":74907,"total_inten_ch_2":60178,"total_inten_ch_3":72901,"total_inten_ch_4":19440,"var_inten_ch_1":163.89081,"var_inten_ch_3":330.40623,"var_inten_ch_4":86.73521,"width_ch_1":17.3977}
{"case":"Test","class":"PS","angle_ch_1":79.24147,"area_ch_1":275,"avg_inten_ch_1":90.57414,"avg_inten_ch_2":436.44867,"avg_inten_ch_3":146.1635,"avg_inten_ch_4":206.6654,"convex_hull_area_ratio_ch_1":1.08842,"convex_hull_perim_ratio_ch_1":0.92947,"diff_inten_density_ch_1":70.78099,"diff_inten_density_ch_3":116.55785,"diff_inten_density_ch_4":159.39669,"entropy_inten_ch_1":6.77044,"entropy_inten_ch_3":6.46576,"entropy_inten_ch_4":6.4147,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.49912,"eq_ellipse_oblate_vol_ch_1":427.14299,"eq_ellipse_prolate_vol_ch_1":284.92927,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1.58855,"fiber_align_2_ch_4":1.62686,"fiber_length_ch_1":23.82568,"fiber_width_ch_1":12.06534,"inten_cooc_asm_ch_3":0.03708,"inten_cooc_asm_ch_4":0.02578,"inten_cooc_contrast_ch_3":5.30929,"inten_cooc_contrast_ch_4":8.36609,"inten_cooc_entropy_ch_3":6.2516,"inten_cooc_entropy_ch_4":6.53799,"inten_cooc_max_ch_3":0.17623,"inten_cooc_max_ch_4":0.15,"kurt_inten_ch_1":1.84171,"kurt_inten_ch_3":0.95835,"kurt_inten_ch_4":-1.00491,"length_ch_1":24.47152,"neighbor_avg_dist_ch_1":230.74135,"neighbor_min_dist_ch_1":27.50982,"neighbor_var_dist_ch_1":130.80942,"perim_ch_1":71.78205,"shape_bfr_ch_1":0.63419,"shape_lwr_ch_1":1.37768,"shape_p_2_a_ch_1":1.42638,"skew_inten_ch_1":1.2804,"skew_inten_ch_3":1.2235,"skew_inten_ch_4":0.53945,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":23821,"total_inten_ch_2":114524,"total_inten_ch_3":38441,"total_inten_ch_4":54353,"var_inten_ch_1":52.46387,"var_inten_ch_3":158.09142,"var_inten_ch_4":194.78465,"width_ch_1":17.76281}
{"case":"Train","class":"PS","angle_ch_1":105.88472,"area_ch_1":248,"avg_inten_ch_1":62.14768,"avg_inten_ch_2":176.89451,"avg_inten_ch_3":3.42616,"avg_inten_ch_4":65.51899,"convex_hull_area_ratio_ch_1":1.05414,"convex_hull_perim_ratio_ch_1":0.9519,"diff_inten_density_ch_1":49.71396,"diff_inten_density_ch_3":6.46453,"diff_inten_density_ch_4":34.97254,"entropy_inten_ch_1":6.64743,"entropy_inten_ch_3":2.49172,"entropy_inten_ch_4":5.36212,"eq_circ_diam_ch_1":17.78478,"eq_ellipse_lwr_ch_1":1.44427,"eq_ellipse_oblate_vol_ch_1":358.64739,"eq_ellipse_prolate_vol_ch_1":248.32501,"eq_sphere_area_ch_1":993.68027,"eq_sphere_vol_ch_1":2945.39683,"fiber_align_2_ch_3":1.5293,"fiber_align_2_ch_4":1.47054,"fiber_length_ch_1":20.12102,"fiber_width_ch_1":12.75003,"inten_cooc_asm_ch_3":0.28004,"inten_cooc_asm_ch_4":0.09277,"inten_cooc_contrast_ch_3":3.6162,"inten_cooc_contrast_ch_4":4.68063,"inten_cooc_entropy_ch_3":3.49562,"inten_cooc_entropy_ch_4":5.45215,"inten_cooc_max_ch_3":0.53153,"inten_cooc_max_ch_4":0.2973,"kurt_inten_ch_1":-0.63329,"kurt_inten_ch_3":6.21803,"kurt_inten_ch_4":-0.41176,"length_ch_1":23.90548,"neighbor_avg_dist_ch_1":272.85931,"neighbor_min_dist_ch_1":32.71388,"neighbor_var_dist_ch_1":115.34145,"perim_ch_1":65.74209,"shape_bfr_ch_1":0.61605,"shape_lwr_ch_1":1.41717,"shape_p_2_a_ch_1":1.34064,"skew_inten_ch_1":0.35863,"skew_inten_ch_3":2.36096,"skew_inten_ch_4":0.58112,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":14729,"total_inten_ch_2":41688,"total_inten_ch_3":812,"total_inten_ch_4":15528,"var_inten_ch_1":37.27839,"var_inten_ch_3":6.38628,"var_inten_ch_4":61.27269,"width_ch_1":16.86842}
{"case":"Train","class":"PS","angle_ch_1":118.33162,"area_ch_1":237,"avg_inten_ch_1":30.29515,"avg_inten_ch_2":190.5815,"avg_inten_ch_3":32.4141,"avg_inten_ch_4":77.77533,"convex_hull_area_ratio_ch_1":1.19412,"convex_hull_perim_ratio_ch_1":0.8905,"diff_inten_density_ch_1":39.64234,"diff_inten_density_ch_3":33.50608,"diff_inten_density_ch_4":52.0073,"entropy_inten_ch_1":5.74248,"entropy_inten_ch_3":5.53249,"entropy_inten_ch_4":6.15126,"eq_circ_diam_ch_1":17.40553,"eq_ellipse_lwr_ch_1":1.39363,"eq_ellipse_oblate_vol_ch_1":330.24291,"eq_ellipse_prolate_vol_ch_1":236.96662,"eq_sphere_area_ch_1":951.75283,"eq_sphere_vol_ch_1":2760.95979,"fiber_align_2_ch_3":1.68734,"fiber_align_2_ch_4":1.70517,"fiber_length_ch_1":27.99397,"fiber_width_ch_1":8.92086,"inten_cooc_asm_ch_3":0.02759,"inten_cooc_asm_ch_4":0.02492,"inten_cooc_contrast_ch_3":12.70291,"inten_cooc_contrast_ch_4":8.39356,"inten_cooc_entropy_ch_3":6.54724,"inten_cooc_entropy_ch_4":6.57306,"inten_cooc_max_ch_3":0.14563,"inten_cooc_max_ch_4":0.14563,"kurt_inten_ch_1":-0.33312,"kurt_inten_ch_3":0.67217,"kurt_inten_ch_4":-0.68551,"length_ch_1":24.26924,"neighbor_avg_dist_ch_1":280.23798,"neighbor_min_dist_ch_1":38.47127,"neighbor_var_dist_ch_1":133.70955,"perim_ch_1":73.82967,"shape_bfr_ch_1":0.49964,"shape_lwr_ch_1":1.23682,"shape_p_2_a_ch_1":1.73691,"skew_inten_ch_1":0.43799,"skew_inten_ch_3":0.9912,"skew_inten_ch_4":0.3878,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6877,"total_inten_ch_2":43036,"total_inten_ch_3":7358,"total_inten_ch_4":17655,"var_inten_ch_1":20.24772,"var_inten_ch_3":31.45916,"var_inten_ch_4":60.17294,"width_ch_1":19.62223}
{"case":"Test","class":"PS","angle_ch_1":108.48063,"area_ch_1":375,"avg_inten_ch_1":273.32961,"avg_inten_ch_2":156.94693,"avg_inten_ch_3":4.6676,"avg_inten_ch_4":39.87151,"convex_hull_area_ratio_ch_1":1.07301,"convex_hull_perim_ratio_ch_1":0.93428,"diff_inten_density_ch_1":98.23308,"diff_inten_density_ch_3":9.06316,"diff_inten_density_ch_4":29.55338,"entropy_inten_ch_1":7.86907,"entropy_inten_ch_3":2.74848,"entropy_inten_ch_4":3.11699,"eq_circ_diam_ch_1":21.85827,"eq_ellipse_lwr_ch_1":1.54304,"eq_ellipse_oblate_vol_ch_1":688.23148,"eq_ellipse_prolate_vol_ch_1":446.02341,"eq_sphere_area_ch_1":1501.00227,"eq_sphere_vol_ch_1":5468.2182,"fiber_align_2_ch_3":1.52919,"fiber_align_2_ch_4":1.36654,"fiber_length_ch_1":29.39826,"fiber_width_ch_1":13.30811,"inten_cooc_asm_ch_3":0.28351,"inten_cooc_asm_ch_4":0.43193,"inten_cooc_contrast_ch_3":5.79572,"inten_cooc_contrast_ch_4":1.02809,"inten_cooc_entropy_ch_3":3.75311,"inten_cooc_entropy_ch_4":2.75061,"inten_cooc_max_ch_3":0.53116,"inten_cooc_max_ch_4":0.66463,"kurt_inten_ch_1":-0.78209,"kurt_inten_ch_3":1.79419,"kurt_inten_ch_4":0.43197,"length_ch_1":31.72663,"neighbor_avg_dist_ch_1":271.85995,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":120.78712,"perim_ch_1":85.41275,"shape_bfr_ch_1":0.56207,"shape_lwr_ch_1":1.50771,"shape_p_2_a_ch_1":1.48387,"skew_inten_ch_1":-0.02663,"skew_inten_ch_3":1.66477,"skew_inten_ch_4":1.42568,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":97852,"total_inten_ch_2":55830,"total_inten_ch_3":1671,"total_inten_ch_4":14274,"var_inten_ch_1":145.13449,"var_inten_ch_3":7.68541,"var_inten_ch_4":68.29835,"width_ch_1":21.04291}
{"case":"Train","class":"PS","angle_ch_1":51.39104,"area_ch_1":370,"avg_inten_ch_1":54.72238,"avg_inten_ch_2":533.57507,"avg_inten_ch_3":9.88952,"avg_inten_ch_4":62.54108,"convex_hull_area_ratio_ch_1":1.05529,"convex_hull_perim_ratio_ch_1":0.9397,"diff_inten_density_ch_1":49.06088,"diff_inten_density_ch_3":12.80518,"diff_inten_density_ch_4":52.38508,"entropy_inten_ch_1":6.53856,"entropy_inten_ch_3":2.73082,"entropy_inten_ch_4":4.16312,"eq_circ_diam_ch_1":21.70509,"eq_ellipse_lwr_ch_1":1.85556,"eq_ellipse_oblate_vol_ch_1":738.95977,"eq_ellipse_prolate_vol_ch_1":398.24142,"eq_sphere_area_ch_1":1480.03855,"eq_sphere_vol_ch_1":5354.06148,"fiber_align_2_ch_3":1.47008,"fiber_align_2_ch_4":1.54604,"fiber_length_ch_1":28.28639,"fiber_width_ch_1":13.57183,"inten_cooc_asm_ch_3":0.39193,"inten_cooc_asm_ch_4":0.27144,"inten_cooc_contrast_ch_3":1.58209,"inten_cooc_contrast_ch_4":1.95692,"inten_cooc_entropy_ch_3":2.95692,"inten_cooc_entropy_ch_4":3.79922,"inten_cooc_max_ch_3":0.63253,"inten_cooc_max_ch_4":0.51692,"kurt_inten_ch_1":-0.42839,"kurt_inten_ch_3":8.34359,"kurt_inten_ch_4":3.64473,"length_ch_1":31.50017,"neighbor_avg_dist_ch_1":241.58104,"neighbor_min_dist_ch_1":25.67701,"neighbor_var_dist_ch_1":132.82126,"perim_ch_1":83.71645,"shape_bfr_ch_1":0.63856,"shape_lwr_ch_1":1.71245,"shape_p_2_a_ch_1":1.45276,"skew_inten_ch_1":0.34306,"skew_inten_ch_3":2.77567,"skew_inten_ch_4":2.00148,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":19317,"total_inten_ch_2":188000,"total_inten_ch_3":3491,"total_inten_ch_4":22077,"var_inten_ch_1":28.97468,"var_inten_ch_3":20.84862,"var_inten_ch_4":103.9879,"width_ch_1":18.39483}
{"case":"Test","class":"PS","angle_ch_1":77.17524,"area_ch_1":220,"avg_inten_ch_1":24.09524,"avg_inten_ch_2":101.45714,"avg_inten_ch_3":46.54286,"avg_inten_ch_4":33.63333,"convex_hull_area_ratio_ch_1":1.1139,"convex_hull_perim_ratio_ch_1":0.91889,"diff_inten_density_ch_1":36.11053,"diff_inten_density_ch_3":39.31053,"diff_inten_density_ch_4":30.00526,"entropy_inten_ch_1":5.52197,"entropy_inten_ch_3":6.28997,"entropy_inten_ch_4":4.63099,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":2.21124,"eq_ellipse_oblate_vol_ch_1":370.14224,"eq_ellipse_prolate_vol_ch_1":167.39109,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.85561,"fiber_align_2_ch_4":1.74502,"fiber_length_ch_1":25.51292,"fiber_width_ch_1":9.01805,"inten_cooc_asm_ch_3":0.00766,"inten_cooc_asm_ch_4":0.10214,"inten_cooc_contrast_ch_3":18.67886,"inten_cooc_contrast_ch_4":4.70355,"inten_cooc_entropy_ch_3":7.31056,"inten_cooc_entropy_ch_4":5.25007,"inten_cooc_max_ch_3":0.03608,"inten_cooc_max_ch_4":0.30928,"kurt_inten_ch_1":-0.46156,"kurt_inten_ch_3":-0.64058,"kurt_inten_ch_4":-0.75064,"length_ch_1":25.54924,"neighbor_avg_dist_ch_1":283.5142,"neighbor_min_dist_ch_1":80.25648,"neighbor_var_dist_ch_1":117.29804,"perim_ch_1":69.06194,"shape_bfr_ch_1":0.67314,"shape_lwr_ch_1":1.99619,"shape_p_2_a_ch_1":1.64965,"skew_inten_ch_1":0.5651,"skew_inten_ch_3":0.3325,"skew_inten_ch_4":0.80596,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5060,"total_inten_ch_2":21097,"total_inten_ch_3":9774,"total_inten_ch_4":7063,"var_inten_ch_1":17.29631,"var_inten_ch_3":31.15691,"var_inten_ch_4":38.95484,"width_ch_1":12.799}
{"case":"Train","class":"PS","angle_ch_1":59.89513,"area_ch_1":1485,"avg_inten_ch_1":42.87015,"avg_inten_ch_2":40.10021,"avg_inten_ch_3":19.50953,"avg_inten_ch_4":31.05222,"convex_hull_area_ratio_ch_1":1.30074,"convex_hull_perim_ratio_ch_1":0.80477,"diff_inten_density_ch_1":46.86617,"diff_inten_density_ch_3":23.58484,"diff_inten_density_ch_4":26.72717,"entropy_inten_ch_1":6.47633,"entropy_inten_ch_3":5.43432,"entropy_inten_ch_4":5.92694,"eq_circ_diam_ch_1":43.48697,"eq_ellipse_lwr_ch_1":1.87441,"eq_ellipse_oblate_vol_ch_1":5973.21429,"eq_ellipse_prolate_vol_ch_1":3186.72477,"eq_sphere_area_ch_1":5941.11791,"eq_sphere_vol_ch_1":43060.20283,"fiber_align_2_ch_3":1.36154,"fiber_align_2_ch_4":1.26283,"fiber_length_ch_1":92.69993,"fiber_width_ch_1":16.42103,"inten_cooc_asm_ch_3":0.01141,"inten_cooc_asm_ch_4":0.01549,"inten_cooc_contrast_ch_3":26.9562,"inten_cooc_contrast_ch_4":14.95727,"inten_cooc_entropy_ch_3":7.68111,"inten_cooc_entropy_ch_4":7.4546,"inten_cooc_max_ch_3":0.0858,"inten_cooc_max_ch_4":0.10791,"kurt_inten_ch_1":-0.48747,"kurt_inten_ch_3":0.56,"kurt_inten_ch_4":-0.79473,"length_ch_1":67.29031,"neighbor_avg_dist_ch_1":207.40061,"neighbor_min_dist_ch_1":41.97619,"neighbor_var_dist_ch_1":85.62903,"perim_ch_1":218.24192,"shape_bfr_ch_1":0.55042,"shape_lwr_ch_1":1.67798,"shape_p_2_a_ch_1":2.48991,"skew_inten_ch_1":0.43533,"skew_inten_ch_3":0.90672,"skew_inten_ch_4":0.37521,"spot_fiber_count_ch_3":8,"spot_fiber_count_ch_4":29,"total_inten_ch_1":60747,"total_inten_ch_2":55406,"total_inten_ch_3":27645,"total_inten_ch_4":44001,"var_inten_ch_1":29.7732,"var_inten_ch_3":16.87494,"var_inten_ch_4":24.25093,"width_ch_1":40.10187}
{"case":"Test","class":"WS","angle_ch_1":52.65888,"area_ch_1":233,"avg_inten_ch_1":490.69058,"avg_inten_ch_2":253.56951,"avg_inten_ch_3":46.73094,"avg_inten_ch_4":198.28251,"convex_hull_area_ratio_ch_1":1.01952,"convex_hull_perim_ratio_ch_1":0.97613,"diff_inten_density_ch_1":158.63196,"diff_inten_density_ch_3":44.58838,"diff_inten_density_ch_4":78.08475,"entropy_inten_ch_1":7.45332,"entropy_inten_ch_3":2.43643,"entropy_inten_ch_4":7.30187,"eq_circ_diam_ch_1":17.25149,"eq_ellipse_lwr_ch_1":1.22619,"eq_ellipse_oblate_vol_ch_1":301.61871,"eq_ellipse_prolate_vol_ch_1":245.97978,"eq_sphere_area_ch_1":934.98186,"eq_sphere_vol_ch_1":2688.30531,"fiber_align_2_ch_3":1.38501,"fiber_align_2_ch_4":1.38586,"fiber_length_ch_1":14.64386,"fiber_width_ch_1":14.64386,"inten_cooc_asm_ch_3":0.45209,"inten_cooc_asm_ch_4":0.00904,"inten_cooc_contrast_ch_3":0.84216,"inten_cooc_contrast_ch_4":7.12722,"inten_cooc_entropy_ch_3":2.47798,"inten_cooc_entropy_ch_4":7.03309,"inten_cooc_max_ch_3":0.68932,"inten_cooc_max_ch_4":0.02899,"kurt_inten_ch_1":-0.65435,"kurt_inten_ch_3":8.34384,"kurt_inten_ch_4":-0.87382,"length_ch_1":20.28253,"neighbor_avg_dist_ch_1":284.91986,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":119.0253,"perim_ch_1":58.57542,"shape_bfr_ch_1":0.6943,"shape_lwr_ch_1":1.22194,"shape_p_2_a_ch_1":1.13008,"skew_inten_ch_1":-0.34567,"skew_inten_ch_3":2.99621,"skew_inten_ch_4":0.08564,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":109424,"total_inten_ch_2":56324,"total_inten_ch_3":10421,"total_inten_ch_4":44217,"var_inten_ch_1":207.2582,"var_inten_ch_3":118.57377,"var_inten_ch_4":96.84121,"width_ch_1":16.59863}
{"case":"Test","class":"PS","angle_ch_1":129.53519,"area_ch_1":151,"avg_inten_ch_1":26.04138,"avg_inten_ch_2":12.75172,"avg_inten_ch_3":59.21379,"avg_inten_ch_4":49.42069,"convex_hull_area_ratio_ch_1":1.24516,"convex_hull_perim_ratio_ch_1":0.90091,"diff_inten_density_ch_1":36.59055,"diff_inten_density_ch_3":44,"diff_inten_density_ch_4":44.28346,"entropy_inten_ch_1":5.52495,"entropy_inten_ch_3":6.15392,"entropy_inten_ch_4":5.26859,"eq_circ_diam_ch_1":13.911,"eq_ellipse_lwr_ch_1":1.80403,"eq_ellipse_oblate_vol_ch_1":191.82093,"eq_ellipse_prolate_vol_ch_1":106.32885,"eq_sphere_area_ch_1":607.94785,"eq_sphere_vol_ch_1":1409.52667,"fiber_align_2_ch_3":1.48771,"fiber_align_2_ch_4":1.49222,"fiber_length_ch_1":24.12548,"fiber_width_ch_1":6.73432,"inten_cooc_asm_ch_3":0.00789,"inten_cooc_asm_ch_4":0.05095,"inten_cooc_contrast_ch_3":22.46639,"inten_cooc_contrast_ch_4":7.3347,"inten_cooc_entropy_ch_3":7.15938,"inten_cooc_entropy_ch_4":5.99384,"inten_cooc_max_ch_3":0.02344,"inten_cooc_max_ch_4":0.22222,"kurt_inten_ch_1":-0.50812,"kurt_inten_ch_3":0.05446,"kurt_inten_ch_4":7.43168,"length_ch_1":20.04037,"neighbor_avg_dist_ch_1":267.39802,"neighbor_min_dist_ch_1":32.96921,"neighbor_var_dist_ch_1":124.75912,"perim_ch_1":61.71961,"shape_bfr_ch_1":0.51151,"shape_lwr_ch_1":1.35164,"shape_p_2_a_ch_1":1.86579,"skew_inten_ch_1":0.47675,"skew_inten_ch_3":0.41796,"skew_inten_ch_4":2.16932,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3776,"total_inten_ch_2":1705,"total_inten_ch_3":8586,"total_inten_ch_4":7166,"var_inten_ch_1":17.44425,"var_inten_ch_3":31.13888,"var_inten_ch_4":56.26865,"width_ch_1":14.82671}
{"case":"Train","class":"WS","angle_ch_1":126.12978,"area_ch_1":167,"avg_inten_ch_1":656.575,"avg_inten_ch_2":405.36875,"avg_inten_ch_3":16.79375,"avg_inten_ch_4":69.0625,"convex_hull_area_ratio_ch_1":1.03235,"convex_hull_perim_ratio_ch_1":0.97276,"diff_inten_density_ch_1":240.5331,"diff_inten_density_ch_3":19.29268,"diff_inten_density_ch_4":53.25087,"entropy_inten_ch_1":7.23443,"entropy_inten_ch_3":2.04954,"entropy_inten_ch_4":4.90454,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":2.24244,"eq_ellipse_oblate_vol_ch_1":247.89173,"eq_ellipse_prolate_vol_ch_1":110.54548,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.54586,"fiber_align_2_ch_4":1.65074,"fiber_length_ch_1":17.74865,"fiber_width_ch_1":10.03973,"inten_cooc_asm_ch_3":0.50531,"inten_cooc_asm_ch_4":0.10033,"inten_cooc_contrast_ch_3":0.58638,"inten_cooc_contrast_ch_4":4.80678,"inten_cooc_entropy_ch_3":2.13153,"inten_cooc_entropy_ch_4":5.1916,"inten_cooc_max_ch_3":0.71127,"inten_cooc_max_ch_4":0.31034,"kurt_inten_ch_1":-1.0285,"kurt_inten_ch_3":10.12748,"kurt_inten_ch_4":0.29529,"length_ch_1":22.73197,"neighbor_avg_dist_ch_1":222.50503,"neighbor_min_dist_ch_1":19.66674,"neighbor_var_dist_ch_1":101.175,"perim_ch_1":55.57675,"shape_bfr_ch_1":0.66681,"shape_lwr_ch_1":2.05456,"shape_p_2_a_ch_1":1.37939,"skew_inten_ch_1":0.00333,"skew_inten_ch_3":3.11653,"skew_inten_ch_4":1.07129,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":105052,"total_inten_ch_2":64700,"total_inten_ch_3":2687,"total_inten_ch_4":11050,"var_inten_ch_1":350.18118,"var_inten_ch_3":40.75017,"var_inten_ch_4":78.56778,"width_ch_1":11.06416}
{"case":"Train","class":"WS","angle_ch_1":158.80798,"area_ch_1":248,"avg_inten_ch_1":436.48101,"avg_inten_ch_2":396.41772,"avg_inten_ch_3":24.76371,"avg_inten_ch_4":46.75105,"convex_hull_area_ratio_ch_1":1.05444,"convex_hull_perim_ratio_ch_1":0.9491,"diff_inten_density_ch_1":163.42661,"diff_inten_density_ch_3":26.15138,"diff_inten_density_ch_4":43.51376,"entropy_inten_ch_1":7.55533,"entropy_inten_ch_3":1.80006,"entropy_inten_ch_4":3.11602,"eq_circ_diam_ch_1":17.78478,"eq_ellipse_lwr_ch_1":1.49966,"eq_ellipse_oblate_vol_ch_1":365.46031,"eq_ellipse_prolate_vol_ch_1":243.69573,"eq_sphere_area_ch_1":993.68027,"eq_sphere_vol_ch_1":2945.39683,"fiber_align_2_ch_3":1.65529,"fiber_align_2_ch_4":1.71996,"fiber_length_ch_1":17.15215,"fiber_width_ch_1":15.15554,"inten_cooc_asm_ch_3":0.56716,"inten_cooc_asm_ch_4":0.40061,"inten_cooc_contrast_ch_3":0.60715,"inten_cooc_contrast_ch_4":1.69335,"inten_cooc_entropy_ch_3":1.81578,"inten_cooc_entropy_ch_4":2.80556,"inten_cooc_max_ch_3":0.75,"inten_cooc_max_ch_4":0.64091,"kurt_inten_ch_1":-0.86884,"kurt_inten_ch_3":14.73745,"kurt_inten_ch_4":7.95545,"length_ch_1":22.79249,"neighbor_avg_dist_ch_1":277.74143,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":105.67653,"perim_ch_1":64.61538,"shape_bfr_ch_1":0.65899,"shape_lwr_ch_1":1.37809,"shape_p_2_a_ch_1":1.27811,"skew_inten_ch_1":-0.11657,"skew_inten_ch_3":3.87665,"skew_inten_ch_4":2.67598,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":103446,"total_inten_ch_2":93715,"total_inten_ch_3":5869,"total_inten_ch_4":11080,"var_inten_ch_1":213.26696,"var_inten_ch_3":79.62981,"var_inten_ch_4":93.75366,"width_ch_1":16.53921}
{"case":"Train","class":"WS","angle_ch_1":47.75522,"area_ch_1":270,"avg_inten_ch_1":59.14729,"avg_inten_ch_2":237.31395,"avg_inten_ch_3":120.87984,"avg_inten_ch_4":112.66667,"convex_hull_area_ratio_ch_1":1.15858,"convex_hull_perim_ratio_ch_1":0.91016,"diff_inten_density_ch_1":59.16034,"diff_inten_density_ch_3":95.24895,"diff_inten_density_ch_4":83.12658,"entropy_inten_ch_1":6.48931,"entropy_inten_ch_3":5.64509,"entropy_inten_ch_4":5.28351,"eq_circ_diam_ch_1":18.55599,"eq_ellipse_lwr_ch_1":1.2867,"eq_ellipse_oblate_vol_ch_1":384.49461,"eq_ellipse_prolate_vol_ch_1":298.82159,"eq_sphere_area_ch_1":1081.72789,"eq_sphere_vol_ch_1":3345.42159,"fiber_align_2_ch_3":1.49665,"fiber_align_2_ch_4":1.32098,"fiber_length_ch_1":26.33622,"fiber_width_ch_1":10.66645,"inten_cooc_asm_ch_3":0.08863,"inten_cooc_asm_ch_4":0.10796,"inten_cooc_contrast_ch_3":4.06356,"inten_cooc_contrast_ch_4":5.03964,"inten_cooc_entropy_ch_3":5.3998,"inten_cooc_entropy_ch_4":5.34514,"inten_cooc_max_ch_3":0.29289,"inten_cooc_max_ch_4":0.3234,"kurt_inten_ch_1":19.24633,"kurt_inten_ch_3":17.63566,"kurt_inten_ch_4":0.86333,"length_ch_1":24.516,"neighbor_avg_dist_ch_1":257.46902,"neighbor_min_dist_ch_1":16.18785,"neighbor_var_dist_ch_1":125.30721,"perim_ch_1":74.00533,"shape_bfr_ch_1":0.56199,"shape_lwr_ch_1":1.24902,"shape_p_2_a_ch_1":1.55146,"skew_inten_ch_1":3.84144,"skew_inten_ch_3":3.69381,"skew_inten_ch_4":1.13286,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":15260,"total_inten_ch_2":60970,"total_inten_ch_3":31187,"total_inten_ch_4":29068,"var_inten_ch_1":72.84486,"var_inten_ch_3":198.66862,"var_inten_ch_4":129.68231,"width_ch_1":19.62825}
{"case":"Train","class":"PS","angle_ch_1":168.54403,"area_ch_1":347,"avg_inten_ch_1":42.3012,"avg_inten_ch_2":2.68675,"avg_inten_ch_3":102.18072,"avg_inten_ch_4":73.79819,"convex_hull_area_ratio_ch_1":1.14986,"convex_hull_perim_ratio_ch_1":0.90619,"diff_inten_density_ch_1":46.05229,"diff_inten_density_ch_3":75.38562,"diff_inten_density_ch_4":41.64706,"entropy_inten_ch_1":6.42605,"entropy_inten_ch_3":7.23154,"entropy_inten_ch_4":5.5668,"eq_circ_diam_ch_1":21.04957,"eq_ellipse_lwr_ch_1":1.33589,"eq_ellipse_oblate_vol_ch_1":571.8925,"eq_ellipse_prolate_vol_ch_1":428.09775,"eq_sphere_area_ch_1":1391.99093,"eq_sphere_vol_ch_1":4883.46884,"fiber_align_2_ch_3":1.03521,"fiber_align_2_ch_4":1.45576,"fiber_length_ch_1":33.32908,"fiber_width_ch_1":10.91301,"inten_cooc_asm_ch_3":0.0062,"inten_cooc_asm_ch_4":0.06581,"inten_cooc_contrast_ch_3":17.78431,"inten_cooc_contrast_ch_4":5.43301,"inten_cooc_entropy_ch_3":7.62886,"inten_cooc_entropy_ch_4":5.93323,"inten_cooc_max_ch_3":0.01961,"inten_cooc_max_ch_4":0.25817,"kurt_inten_ch_1":0.01761,"kurt_inten_ch_3":0.3172,"kurt_inten_ch_4":-1.33532,"length_ch_1":26.50873,"neighbor_avg_dist_ch_1":199.05056,"neighbor_min_dist_ch_1":27.47169,"neighbor_var_dist_ch_1":90.58859,"perim_ch_1":88.48418,"shape_bfr_ch_1":0.54916,"shape_lwr_ch_1":1.10891,"shape_p_2_a_ch_1":1.71297,"skew_inten_ch_1":0.77689,"skew_inten_ch_3":0.9569,"skew_inten_ch_4":0.1778,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":14044,"total_inten_ch_2":561,"total_inten_ch_3":33924,"total_inten_ch_4":24501,"var_inten_ch_1":30.21578,"var_inten_ch_3":70.96103,"var_inten_ch_4":64.03697,"width_ch_1":23.90518}
{"case":"Train","class":"PS","angle_ch_1":170.37428,"area_ch_1":189,"avg_inten_ch_1":71.46961,"avg_inten_ch_2":333.98895,"avg_inten_ch_3":92.61326,"avg_inten_ch_4":546.8232,"convex_hull_area_ratio_ch_1":1.1029,"convex_hull_perim_ratio_ch_1":0.89514,"diff_inten_density_ch_1":54.23692,"diff_inten_density_ch_3":72.77846,"diff_inten_density_ch_4":261.17846,"entropy_inten_ch_1":6.63212,"entropy_inten_ch_3":5.72579,"entropy_inten_ch_4":7.27051,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":1.811,"eq_ellipse_oblate_vol_ch_1":268.0396,"eq_ellipse_prolate_vol_ch_1":148.00618,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.46602,"fiber_align_2_ch_4":1.34923,"fiber_length_ch_1":23.66626,"fiber_width_ch_1":8.39301,"inten_cooc_asm_ch_3":0.04096,"inten_cooc_asm_ch_4":0.01275,"inten_cooc_contrast_ch_3":4.97648,"inten_cooc_contrast_ch_4":6.58061,"inten_cooc_entropy_ch_3":6.00349,"inten_cooc_entropy_ch_4":6.66235,"inten_cooc_max_ch_3":0.18293,"inten_cooc_max_ch_4":0.03727,"kurt_inten_ch_1":0.64329,"kurt_inten_ch_3":2.21069,"kurt_inten_ch_4":-0.4425,"length_ch_1":21.04387,"neighbor_avg_dist_ch_1":219.82654,"neighbor_min_dist_ch_1":22.10101,"neighbor_var_dist_ch_1":109.53423,"perim_ch_1":64.11855,"shape_bfr_ch_1":0.65297,"shape_lwr_ch_1":1.52415,"shape_p_2_a_ch_1":1.64705,"skew_inten_ch_1":0.83127,"skew_inten_ch_3":1.55184,"skew_inten_ch_4":0.84614,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":12936,"total_inten_ch_2":60272,"total_inten_ch_3":16763,"total_inten_ch_4":98975,"var_inten_ch_1":43.47064,"var_inten_ch_3":107.69583,"var_inten_ch_4":446.85095,"width_ch_1":13.80691}
{"case":"Test","class":"PS","angle_ch_1":156.32666,"area_ch_1":153,"avg_inten_ch_1":61.43836,"avg_inten_ch_2":387.92466,"avg_inten_ch_3":9.43151,"avg_inten_ch_4":123.21233,"convex_hull_area_ratio_ch_1":1.05977,"convex_hull_perim_ratio_ch_1":0.96584,"diff_inten_density_ch_1":51.05344,"diff_inten_density_ch_3":9.58779,"diff_inten_density_ch_4":69.94656,"entropy_inten_ch_1":6.22367,"entropy_inten_ch_3":2.68872,"entropy_inten_ch_4":4.41236,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.26311,"eq_ellipse_oblate_vol_ch_1":162.17026,"eq_ellipse_prolate_vol_ch_1":128.38978,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.12535,"fiber_align_2_ch_4":1.1992,"fiber_length_ch_1":12.55232,"fiber_width_ch_1":12.55232,"inten_cooc_asm_ch_3":0.34673,"inten_cooc_asm_ch_4":0.17847,"inten_cooc_contrast_ch_3":1.33206,"inten_cooc_contrast_ch_4":1.9771,"inten_cooc_entropy_ch_3":3.09269,"inten_cooc_entropy_ch_4":4.2599,"inten_cooc_max_ch_3":0.58779,"inten_cooc_max_ch_4":0.41221,"kurt_inten_ch_1":-0.72035,"kurt_inten_ch_3":2.02216,"kurt_inten_ch_4":0.20494,"length_ch_1":16.9424,"neighbor_avg_dist_ch_1":287.90607,"neighbor_min_dist_ch_1":77.10584,"neighbor_var_dist_ch_1":103.05817,"perim_ch_1":50.20929,"shape_bfr_ch_1":0.62121,"shape_lwr_ch_1":1.16519,"shape_p_2_a_ch_1":1.23676,"skew_inten_ch_1":0.256,"skew_inten_ch_3":1.74471,"skew_inten_ch_4":1.10975,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":8970,"total_inten_ch_2":56492,"total_inten_ch_3":1377,"total_inten_ch_4":17989,"var_inten_ch_1":34.27547,"var_inten_ch_3":16.30359,"var_inten_ch_4":154.26219,"width_ch_1":14.54052}
{"case":"Train","class":"PS","angle_ch_1":134.80083,"area_ch_1":462,"avg_inten_ch_1":90.14286,"avg_inten_ch_2":194.78231,"avg_inten_ch_3":55.96145,"avg_inten_ch_4":208.31746,"convex_hull_area_ratio_ch_1":1.18013,"convex_hull_perim_ratio_ch_1":0.90986,"diff_inten_density_ch_1":53.60024,"diff_inten_density_ch_3":46.47509,"diff_inten_density_ch_4":102.76185,"entropy_inten_ch_1":7.24957,"entropy_inten_ch_3":5.52584,"entropy_inten_ch_4":7.83062,"eq_circ_diam_ch_1":24.26015,"eq_ellipse_lwr_ch_1":1.161,"eq_ellipse_oblate_vol_ch_1":816.19749,"eq_ellipse_prolate_vol_ch_1":703.01342,"eq_sphere_area_ch_1":1849,"eq_sphere_vol_ch_1":7476.1702,"fiber_align_2_ch_3":1.66407,"fiber_align_2_ch_4":1.56145,"fiber_length_ch_1":36.23748,"fiber_width_ch_1":13.24786,"inten_cooc_asm_ch_3":0.08696,"inten_cooc_asm_ch_4":0.00706,"inten_cooc_contrast_ch_3":5.40666,"inten_cooc_contrast_ch_4":8.36105,"inten_cooc_entropy_ch_3":5.68553,"inten_cooc_entropy_ch_4":7.43607,"inten_cooc_max_ch_3":0.29854,"inten_cooc_max_ch_4":0.0292,"kurt_inten_ch_1":-0.41934,"kurt_inten_ch_3":-0.08874,"kurt_inten_ch_4":-0.52637,"length_ch_1":29.70915,"neighbor_avg_dist_ch_1":299.96484,"neighbor_min_dist_ch_1":32.7779,"neighbor_var_dist_ch_1":130.1254,"perim_ch_1":98.97069,"shape_bfr_ch_1":0.56507,"shape_lwr_ch_1":1.07897,"shape_p_2_a_ch_1":1.62367,"skew_inten_ch_1":0.67122,"skew_inten_ch_3":0.99101,"skew_inten_ch_4":0.25142,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":11,"total_inten_ch_1":39753,"total_inten_ch_2":85459,"total_inten_ch_3":24679,"total_inten_ch_4":91868,"var_inten_ch_1":68.09031,"var_inten_ch_3":64.45207,"var_inten_ch_4":124.94831,"width_ch_1":27.53482}
{"case":"Test","class":"WS","angle_ch_1":123.82631,"area_ch_1":319,"avg_inten_ch_1":47.27869,"avg_inten_ch_2":204.87213,"avg_inten_ch_3":53.41311,"avg_inten_ch_4":169.70164,"convex_hull_area_ratio_ch_1":1.06897,"convex_hull_perim_ratio_ch_1":0.93928,"diff_inten_density_ch_1":45.91681,"diff_inten_density_ch_3":43.3115,"diff_inten_density_ch_4":123.26549,"entropy_inten_ch_1":6.28129,"entropy_inten_ch_3":6.06716,"entropy_inten_ch_4":6.90231,"eq_circ_diam_ch_1":20.17549,"eq_ellipse_lwr_ch_1":1.41775,"eq_ellipse_oblate_vol_ch_1":518.76598,"eq_ellipse_prolate_vol_ch_1":365.90735,"eq_sphere_area_ch_1":1278.78685,"eq_sphere_vol_ch_1":4300.02574,"fiber_align_2_ch_3":1.19993,"fiber_align_2_ch_4":1.49547,"fiber_length_ch_1":23.3634,"fiber_width_ch_1":14.31176,"inten_cooc_asm_ch_3":0.02936,"inten_cooc_asm_ch_4":0.01529,"inten_cooc_contrast_ch_3":11.29292,"inten_cooc_contrast_ch_4":11.3386,"inten_cooc_entropy_ch_3":6.70929,"inten_cooc_entropy_ch_4":7.03127,"inten_cooc_max_ch_3":0.15357,"inten_cooc_max_ch_4":0.09643,"kurt_inten_ch_1":-0.38182,"kurt_inten_ch_3":0.70443,"kurt_inten_ch_4":-0.51061,"length_ch_1":26.9708,"neighbor_avg_dist_ch_1":180.85372,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":83.23512,"perim_ch_1":75.35031,"shape_bfr_ch_1":0.62327,"shape_lwr_ch_1":1.41817,"shape_p_2_a_ch_1":1.35123,"skew_inten_ch_1":0.24837,"skew_inten_ch_3":0.99699,"skew_inten_ch_4":0.45198,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":14420,"total_inten_ch_2":62182,"total_inten_ch_3":16291,"total_inten_ch_4":51759,"var_inten_ch_1":24.37826,"var_inten_ch_3":48.39719,"var_inten_ch_4":133.23112,"width_ch_1":19.01809}
{"case":"Test","class":"WS","angle_ch_1":151.11123,"area_ch_1":333,"avg_inten_ch_1":104.7044,"avg_inten_ch_2":232.27044,"avg_inten_ch_3":7.17925,"avg_inten_ch_4":83.44654,"convex_hull_area_ratio_ch_1":1.06637,"convex_hull_perim_ratio_ch_1":0.95396,"diff_inten_density_ch_1":54.44501,"diff_inten_density_ch_3":12.00508,"diff_inten_density_ch_4":52.37394,"entropy_inten_ch_1":6.94552,"entropy_inten_ch_3":3.65845,"entropy_inten_ch_4":5.17594,"eq_circ_diam_ch_1":20.60098,"eq_ellipse_lwr_ch_1":1.71852,"eq_ellipse_oblate_vol_ch_1":608.04983,"eq_ellipse_prolate_vol_ch_1":353.82237,"eq_sphere_area_ch_1":1333.29252,"eq_sphere_vol_ch_1":4577.8544,"fiber_align_2_ch_3":1.5171,"fiber_align_2_ch_4":1.43376,"fiber_length_ch_1":22.60026,"fiber_width_ch_1":15.37476,"inten_cooc_asm_ch_3":0.11079,"inten_cooc_asm_ch_4":0.15026,"inten_cooc_contrast_ch_3":13.72569,"inten_cooc_contrast_ch_4":3.88489,"inten_cooc_entropy_ch_3":5.31138,"inten_cooc_entropy_ch_4":4.97008,"inten_cooc_max_ch_3":0.3255,"inten_cooc_max_ch_4":0.38255,"kurt_inten_ch_1":-0.62773,"kurt_inten_ch_3":6.97334,"kurt_inten_ch_4":-0.96225,"length_ch_1":28.84012,"neighbor_avg_dist_ch_1":281.68889,"neighbor_min_dist_ch_1":24.6566,"neighbor_var_dist_ch_1":100.69579,"perim_ch_1":75.95005,"shape_bfr_ch_1":0.67247,"shape_lwr_ch_1":1.67803,"shape_p_2_a_ch_1":1.32106,"skew_inten_ch_1":-0.15724,"skew_inten_ch_3":2.22395,"skew_inten_ch_4":0.58987,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":6,"total_inten_ch_1":33296,"total_inten_ch_2":73545,"total_inten_ch_3":2283,"total_inten_ch_4":26536,"var_inten_ch_1":45.45695,"var_inten_ch_3":10.31284,"var_inten_ch_4":88.85358,"width_ch_1":17.18684}
{"case":"Test","class":"PS","angle_ch_1":124.13599,"area_ch_1":201,"avg_inten_ch_1":87.30729,"avg_inten_ch_2":232.83333,"avg_inten_ch_3":154.67188,"avg_inten_ch_4":290.23438,"convex_hull_area_ratio_ch_1":1.07846,"convex_hull_perim_ratio_ch_1":0.95329,"diff_inten_density_ch_1":83.03438,"diff_inten_density_ch_3":143.71633,"diff_inten_density_ch_4":185.09169,"entropy_inten_ch_1":6.75719,"entropy_inten_ch_3":5.81239,"entropy_inten_ch_4":6.27438,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":1.84835,"eq_ellipse_oblate_vol_ch_1":295.84608,"eq_ellipse_prolate_vol_ch_1":160.05932,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.44366,"fiber_align_2_ch_4":1.74537,"fiber_length_ch_1":19.34795,"fiber_width_ch_1":10.87574,"inten_cooc_asm_ch_3":0.05591,"inten_cooc_asm_ch_4":0.03111,"inten_cooc_contrast_ch_3":5.15441,"inten_cooc_contrast_ch_4":7.49038,"inten_cooc_entropy_ch_3":5.82963,"inten_cooc_entropy_ch_4":6.4328,"inten_cooc_max_ch_3":0.21965,"inten_cooc_max_ch_4":0.15607,"kurt_inten_ch_1":4.53626,"kurt_inten_ch_3":4.28246,"kurt_inten_ch_4":-0.9154,"length_ch_1":22.72224,"neighbor_avg_dist_ch_1":286.36792,"neighbor_min_dist_ch_1":53.20855,"neighbor_var_dist_ch_1":104.75654,"perim_ch_1":60.44738,"shape_bfr_ch_1":0.61237,"shape_lwr_ch_1":1.571,"shape_p_2_a_ch_1":1.38181,"skew_inten_ch_1":1.97033,"skew_inten_ch_3":2.00897,"skew_inten_ch_4":0.35888,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":16763,"total_inten_ch_2":44513,"total_inten_ch_3":29697,"total_inten_ch_4":55725,"var_inten_ch_1":86.95547,"var_inten_ch_3":215.7936,"var_inten_ch_4":250.28844,"width_ch_1":14.46352}
{"case":"Test","class":"WS","angle_ch_1":102.30412,"area_ch_1":232,"avg_inten_ch_1":110.7027,"avg_inten_ch_2":552.68919,"avg_inten_ch_3":108.54054,"avg_inten_ch_4":733.48198,"convex_hull_area_ratio_ch_1":1.04679,"convex_hull_perim_ratio_ch_1":0.97091,"diff_inten_density_ch_1":60.32029,"diff_inten_density_ch_3":67.57702,"diff_inten_density_ch_4":464.38386,"entropy_inten_ch_1":6.88654,"entropy_inten_ch_3":6.48474,"entropy_inten_ch_4":6.05568,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":1.59231,"eq_ellipse_oblate_vol_ch_1":341.401,"eq_ellipse_prolate_vol_ch_1":214.40615,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.40422,"fiber_align_2_ch_4":1.35055,"fiber_length_ch_1":15.41171,"fiber_width_ch_1":15.41171,"inten_cooc_asm_ch_3":0.0175,"inten_cooc_asm_ch_4":0.05852,"inten_cooc_contrast_ch_3":5.11812,"inten_cooc_contrast_ch_4":3.4831,"inten_cooc_entropy_ch_3":6.59618,"inten_cooc_entropy_ch_4":5.77686,"inten_cooc_max_ch_3":0.09901,"inten_cooc_max_ch_4":0.23671,"kurt_inten_ch_1":0.9046,"kurt_inten_ch_3":-0.13442,"kurt_inten_ch_4":-0.54108,"length_ch_1":21.53308,"neighbor_avg_dist_ch_1":253.42311,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":119.35468,"perim_ch_1":61.64685,"shape_bfr_ch_1":0.74368,"shape_lwr_ch_1":1.48187,"shape_p_2_a_ch_1":1.25579,"skew_inten_ch_1":0.80083,"skew_inten_ch_3":0.92139,"skew_inten_ch_4":0.74417,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":24576,"total_inten_ch_2":122476,"total_inten_ch_3":24096,"total_inten_ch_4":162833,"var_inten_ch_1":55.88801,"var_inten_ch_3":107.34824,"var_inten_ch_4":756.51941,"width_ch_1":14.53103}
{"case":"Test","class":"PS","angle_ch_1":123.684,"area_ch_1":230,"avg_inten_ch_1":193.71364,"avg_inten_ch_2":269.67727,"avg_inten_ch_3":130.75455,"avg_inten_ch_4":385.85,"convex_hull_area_ratio_ch_1":1.01545,"convex_hull_perim_ratio_ch_1":0.98395,"diff_inten_density_ch_1":92.96078,"diff_inten_density_ch_3":65.48039,"diff_inten_density_ch_4":193.28922,"entropy_inten_ch_1":7.20845,"entropy_inten_ch_3":7.00114,"entropy_inten_ch_4":7.34761,"eq_circ_diam_ch_1":17.13506,"eq_ellipse_lwr_ch_1":1.02678,"eq_ellipse_oblate_vol_ch_1":270.45406,"eq_ellipse_prolate_vol_ch_1":263.40114,"eq_sphere_area_ch_1":922.40363,"eq_sphere_vol_ch_1":2634.23986,"fiber_align_2_ch_3":1.20228,"fiber_align_2_ch_4":1.51475,"fiber_length_ch_1":14.43182,"fiber_width_ch_1":14.43182,"inten_cooc_asm_ch_3":0.00816,"inten_cooc_asm_ch_4":0.00782,"inten_cooc_contrast_ch_3":9.56618,"inten_cooc_contrast_ch_4":12.73039,"inten_cooc_entropy_ch_3":7.21331,"inten_cooc_entropy_ch_4":7.2628,"inten_cooc_max_ch_3":0.02941,"inten_cooc_max_ch_4":0.02451,"kurt_inten_ch_1":-0.92379,"kurt_inten_ch_3":1.13656,"kurt_inten_ch_4":-0.67566,"length_ch_1":19.30891,"neighbor_avg_dist_ch_1":273.81052,"neighbor_min_dist_ch_1":32.7779,"neighbor_var_dist_ch_1":115.93571,"perim_ch_1":57.72727,"shape_bfr_ch_1":0.63725,"shape_lwr_ch_1":1.0303,"shape_p_2_a_ch_1":1.11697,"skew_inten_ch_1":0.03604,"skew_inten_ch_3":0.74174,"skew_inten_ch_4":-0.01472,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":42617,"total_inten_ch_2":59110,"total_inten_ch_3":28766,"total_inten_ch_4":84887,"var_inten_ch_1":105.84163,"var_inten_ch_3":71.29493,"var_inten_ch_4":193.06471,"width_ch_1":18.74109}
{"case":"Train","class":"PS","angle_ch_1":61.87747,"area_ch_1":183,"avg_inten_ch_1":72,"avg_inten_ch_2":2.95429,"avg_inten_ch_3":162.82857,"avg_inten_ch_4":4.97143,"convex_hull_area_ratio_ch_1":1.48602,"convex_hull_perim_ratio_ch_1":0.86656,"diff_inten_density_ch_1":72.49669,"diff_inten_density_ch_3":149.94702,"diff_inten_density_ch_4":10.70861,"entropy_inten_ch_1":6.46653,"entropy_inten_ch_3":6.87525,"entropy_inten_ch_4":1.94343,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":2.73527,"eq_ellipse_oblate_vol_ch_1":313.16893,"eq_ellipse_prolate_vol_ch_1":114.49291,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.44109,"fiber_align_2_ch_4":1.03366,"fiber_length_ch_1":35.60743,"fiber_width_ch_1":5.52685,"inten_cooc_asm_ch_3":0.00738,"inten_cooc_asm_ch_4":0.46974,"inten_cooc_contrast_ch_3":27.02193,"inten_cooc_contrast_ch_4":1.55667,"inten_cooc_entropy_ch_3":7.34155,"inten_cooc_entropy_ch_4":2.39538,"inten_cooc_max_ch_3":0.02667,"inten_cooc_max_ch_4":0.69079,"kurt_inten_ch_1":2.06914,"kurt_inten_ch_3":1.9353,"kurt_inten_ch_4":7.24845,"length_ch_1":28.55115,"neighbor_avg_dist_ch_1":240.1037,"neighbor_min_dist_ch_1":33.89413,"neighbor_var_dist_ch_1":93.75884,"perim_ch_1":82.26856,"shape_bfr_ch_1":0.41518,"shape_lwr_ch_1":1.84505,"shape_p_2_a_ch_1":2.73676,"skew_inten_ch_1":1.5536,"skew_inten_ch_3":1.51055,"skew_inten_ch_4":2.69652,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":12600,"total_inten_ch_2":343,"total_inten_ch_3":28495,"total_inten_ch_4":870,"var_inten_ch_1":59.91785,"var_inten_ch_3":132.12291,"var_inten_ch_4":11.64152,"width_ch_1":15.47443}
{"case":"Test","class":"PS","angle_ch_1":23.86122,"area_ch_1":305,"avg_inten_ch_1":48.67698,"avg_inten_ch_2":109.70103,"avg_inten_ch_3":105.49485,"avg_inten_ch_4":11.02749,"convex_hull_area_ratio_ch_1":1.29022,"convex_hull_perim_ratio_ch_1":0.88672,"diff_inten_density_ch_1":47.43077,"diff_inten_density_ch_3":65.76154,"diff_inten_density_ch_4":11.68462,"entropy_inten_ch_1":6.38235,"entropy_inten_ch_3":6.81504,"entropy_inten_ch_4":2.4982,"eq_circ_diam_ch_1":19.70701,"eq_ellipse_lwr_ch_1":3.54549,"eq_ellipse_oblate_vol_ch_1":764.53772,"eq_ellipse_prolate_vol_ch_1":215.63694,"eq_sphere_area_ch_1":1220.08844,"eq_sphere_vol_ch_1":4007.38233,"fiber_align_2_ch_3":1.58651,"fiber_align_2_ch_4":1.46597,"fiber_length_ch_1":43.2214,"fiber_width_ch_1":7.49979,"inten_cooc_asm_ch_3":0.01184,"inten_cooc_asm_ch_4":0.4083,"inten_cooc_contrast_ch_3":9.57279,"inten_cooc_contrast_ch_4":0.91308,"inten_cooc_entropy_ch_3":7.11345,"inten_cooc_entropy_ch_4":2.6758,"inten_cooc_max_ch_3":0.08647,"inten_cooc_max_ch_4":0.64286,"kurt_inten_ch_1":-0.15972,"kurt_inten_ch_3":-0.44547,"kurt_inten_ch_4":4.50364,"length_ch_1":38.9829,"neighbor_avg_dist_ch_1":266.22759,"neighbor_min_dist_ch_1":40.13803,"neighbor_var_dist_ch_1":115.94086,"perim_ch_1":101.44239,"shape_bfr_ch_1":0.48881,"shape_lwr_ch_1":2.43532,"shape_p_2_a_ch_1":2.52626,"skew_inten_ch_1":0.41724,"skew_inten_ch_3":0.50102,"skew_inten_ch_4":2.31848,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":14165,"total_inten_ch_2":31633,"total_inten_ch_3":30699,"total_inten_ch_4":3209,"var_inten_ch_1":27.4738,"var_inten_ch_3":78.63179,"var_inten_ch_4":23.67824,"width_ch_1":16.00731}
{"case":"Train","class":"PS","angle_ch_1":88.14515,"area_ch_1":268,"avg_inten_ch_1":34.77734,"avg_inten_ch_2":4.05078,"avg_inten_ch_3":79.57031,"avg_inten_ch_4":22.71484,"convex_hull_area_ratio_ch_1":1.20917,"convex_hull_perim_ratio_ch_1":0.82789,"diff_inten_density_ch_1":44.2854,"diff_inten_density_ch_3":69.53159,"diff_inten_density_ch_4":24.1634,"entropy_inten_ch_1":6.07522,"entropy_inten_ch_3":6.82045,"entropy_inten_ch_4":4.76392,"eq_circ_diam_ch_1":18.48393,"eq_ellipse_lwr_ch_1":2.01517,"eq_ellipse_oblate_vol_ch_1":475.59548,"eq_ellipse_prolate_vol_ch_1":236.00721,"eq_sphere_area_ch_1":1073.3424,"eq_sphere_vol_ch_1":3306.59682,"fiber_align_2_ch_3":1.40796,"fiber_align_2_ch_4":1.52185,"fiber_length_ch_1":35.62455,"fiber_width_ch_1":8.0178,"inten_cooc_asm_ch_3":0.00731,"inten_cooc_asm_ch_4":0.06941,"inten_cooc_contrast_ch_3":20.65508,"inten_cooc_contrast_ch_4":9.13219,"inten_cooc_entropy_ch_3":7.50741,"inten_cooc_entropy_ch_4":5.89735,"inten_cooc_max_ch_3":0.04741,"inten_cooc_max_ch_4":0.27155,"kurt_inten_ch_1":0.56185,"kurt_inten_ch_3":0.52482,"kurt_inten_ch_4":-0.21252,"length_ch_1":27.89348,"neighbor_avg_dist_ch_1":275.4185,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":128.43121,"perim_ch_1":87.28471,"shape_bfr_ch_1":0.61221,"shape_lwr_ch_1":1.77512,"shape_p_2_a_ch_1":2.12256,"skew_inten_ch_1":0.93176,"skew_inten_ch_3":0.93248,"skew_inten_ch_4":0.80684,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8903,"total_inten_ch_2":782,"total_inten_ch_3":20370,"total_inten_ch_4":5815,"var_inten_ch_1":27.61173,"var_inten_ch_3":58.40821,"var_inten_ch_4":24.00587,"width_ch_1":15.71362}
{"case":"Train","class":"PS","angle_ch_1":81.07477,"area_ch_1":405,"avg_inten_ch_1":43.62016,"avg_inten_ch_2":4.73385,"avg_inten_ch_3":102.43928,"avg_inten_ch_4":9.20672,"convex_hull_area_ratio_ch_1":2.119,"convex_hull_perim_ratio_ch_1":0.79104,"diff_inten_density_ch_1":46.08346,"diff_inten_density_ch_3":74.47584,"diff_inten_density_ch_4":10.48755,"entropy_inten_ch_1":6.5523,"entropy_inten_ch_3":7.30771,"entropy_inten_ch_4":2.72721,"eq_circ_diam_ch_1":22.72635,"eq_ellipse_lwr_ch_1":2.57652,"eq_ellipse_oblate_vol_ch_1":999.54991,"eq_ellipse_prolate_vol_ch_1":387.94621,"eq_sphere_area_ch_1":1622.59184,"eq_sphere_vol_ch_1":6145.93189,"fiber_align_2_ch_3":1.52493,"fiber_align_2_ch_4":1.46278,"fiber_length_ch_1":70.38122,"fiber_width_ch_1":6.13218,"inten_cooc_asm_ch_3":0.00659,"inten_cooc_asm_ch_4":0.38661,"inten_cooc_contrast_ch_3":16.62427,"inten_cooc_contrast_ch_4":1.33367,"inten_cooc_entropy_ch_3":7.60227,"inten_cooc_entropy_ch_4":2.93894,"inten_cooc_max_ch_3":0.03207,"inten_cooc_max_ch_4":0.62391,"kurt_inten_ch_1":0.11849,"kurt_inten_ch_3":0.60153,"kurt_inten_ch_4":4.4794,"length_ch_1":46.03218,"neighbor_avg_dist_ch_1":220.60629,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":103.1929,"perim_ch_1":153.0268,"shape_bfr_ch_1":0.33363,"shape_lwr_ch_1":1.74275,"shape_p_2_a_ch_1":4.31768,"skew_inten_ch_1":0.82051,"skew_inten_ch_3":0.90615,"skew_inten_ch_4":2.20199,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":16881,"total_inten_ch_2":1446,"total_inten_ch_3":39644,"total_inten_ch_4":3563,"var_inten_ch_1":31.2537,"var_inten_ch_3":70.7698,"var_inten_ch_4":17.72963,"width_ch_1":26.41349}
{"case":"Test","class":"PS","angle_ch_1":28.76958,"area_ch_1":398,"avg_inten_ch_1":41.03421,"avg_inten_ch_2":11.26316,"avg_inten_ch_3":96.42105,"avg_inten_ch_4":49.26316,"convex_hull_area_ratio_ch_1":1.28652,"convex_hull_perim_ratio_ch_1":0.89877,"diff_inten_density_ch_1":46.47626,"diff_inten_density_ch_3":55.43741,"diff_inten_density_ch_4":27.39137,"entropy_inten_ch_1":6.34483,"entropy_inten_ch_3":7.09743,"entropy_inten_ch_4":5.86265,"eq_circ_diam_ch_1":22.51988,"eq_ellipse_lwr_ch_1":2.39563,"eq_ellipse_oblate_vol_ch_1":937.79207,"eq_ellipse_prolate_vol_ch_1":391.45995,"eq_sphere_area_ch_1":1593.24263,"eq_sphere_vol_ch_1":5979.93813,"fiber_align_2_ch_3":1.89069,"fiber_align_2_ch_4":1.48369,"fiber_length_ch_1":45.81846,"fiber_width_ch_1":9.12218,"inten_cooc_asm_ch_3":0.00633,"inten_cooc_asm_ch_4":0.04062,"inten_cooc_contrast_ch_3":16.98917,"inten_cooc_contrast_ch_4":4.60118,"inten_cooc_entropy_ch_3":7.60781,"inten_cooc_entropy_ch_4":6.18257,"inten_cooc_max_ch_3":0.02609,"inten_cooc_max_ch_4":0.1942,"kurt_inten_ch_1":-0.63015,"kurt_inten_ch_3":0.57385,"kurt_inten_ch_4":-0.70657,"length_ch_1":41.35316,"neighbor_avg_dist_ch_1":215.22868,"neighbor_min_dist_ch_1":22.4539,"neighbor_var_dist_ch_1":92.20924,"perim_ch_1":109.88128,"shape_bfr_ch_1":0.49849,"shape_lwr_ch_1":2.14021,"shape_p_2_a_ch_1":2.29877,"skew_inten_ch_1":0.25563,"skew_inten_ch_3":0.71434,"skew_inten_ch_4":0.46501,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":15593,"total_inten_ch_2":3901,"total_inten_ch_3":36640,"total_inten_ch_4":18720,"var_inten_ch_1":24.47182,"var_inten_ch_3":52.08891,"var_inten_ch_4":42.73393,"width_ch_1":19.32203}
{"case":"Test","class":"PS","angle_ch_1":175.34787,"area_ch_1":198,"avg_inten_ch_1":64.71958,"avg_inten_ch_2":53.15873,"avg_inten_ch_3":140.67196,"avg_inten_ch_4":123.14815,"convex_hull_area_ratio_ch_1":1.24044,"convex_hull_perim_ratio_ch_1":0.89472,"diff_inten_density_ch_1":52.67761,"diff_inten_density_ch_3":96.3791,"diff_inten_density_ch_4":80.27761,"entropy_inten_ch_1":6.60071,"entropy_inten_ch_3":6.79074,"entropy_inten_ch_4":5.29259,"eq_circ_diam_ch_1":15.882,"eq_ellipse_lwr_ch_1":1.57639,"eq_ellipse_oblate_vol_ch_1":266.83733,"eq_ellipse_prolate_vol_ch_1":169.27075,"eq_sphere_area_ch_1":792.42857,"eq_sphere_vol_ch_1":2097.55811,"fiber_align_2_ch_3":1.35282,"fiber_align_2_ch_4":1.28855,"fiber_length_ch_1":27.75985,"fiber_width_ch_1":7.65565,"inten_cooc_asm_ch_3":0.01138,"inten_cooc_asm_ch_4":0.0854,"inten_cooc_contrast_ch_3":8.36319,"inten_cooc_contrast_ch_4":3.59403,"inten_cooc_entropy_ch_3":6.86805,"inten_cooc_entropy_ch_4":5.39245,"inten_cooc_max_ch_3":0.05882,"inten_cooc_max_ch_4":0.29091,"kurt_inten_ch_1":1.07636,"kurt_inten_ch_3":0.90168,"kurt_inten_ch_4":-0.41037,"length_ch_1":24.82263,"neighbor_avg_dist_ch_1":262.82545,"neighbor_min_dist_ch_1":48.81113,"neighbor_var_dist_ch_1":116.69511,"perim_ch_1":70.831,"shape_bfr_ch_1":0.45355,"shape_lwr_ch_1":1.41065,"shape_p_2_a_ch_1":1.8786,"skew_inten_ch_1":1.19089,"skew_inten_ch_3":1.1778,"skew_inten_ch_4":0.85562,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":12232,"total_inten_ch_2":9859,"total_inten_ch_3":26587,"total_inten_ch_4":23275,"var_inten_ch_1":49.90531,"var_inten_ch_3":131.54631,"var_inten_ch_4":133.9643,"width_ch_1":17.59653}
{"case":"Test","class":"PS","angle_ch_1":132.42285,"area_ch_1":262,"avg_inten_ch_1":29.64,"avg_inten_ch_2":55.72,"avg_inten_ch_3":63.44,"avg_inten_ch_4":86.472,"convex_hull_area_ratio_ch_1":1.53247,"convex_hull_perim_ratio_ch_1":0.84382,"diff_inten_density_ch_1":38.4508,"diff_inten_density_ch_3":58.73455,"diff_inten_density_ch_4":66.76659,"entropy_inten_ch_1":5.873,"entropy_inten_ch_3":6.40488,"entropy_inten_ch_4":5.89796,"eq_circ_diam_ch_1":18.26603,"eq_ellipse_lwr_ch_1":3.0403,"eq_ellipse_oblate_vol_ch_1":563.75425,"eq_ellipse_prolate_vol_ch_1":185.42714,"eq_sphere_area_ch_1":1048.18594,"eq_sphere_vol_ch_1":3191.0331,"fiber_align_2_ch_3":1.7446,"fiber_align_2_ch_4":1.68738,"fiber_length_ch_1":45.93103,"fiber_width_ch_1":6.15022,"inten_cooc_asm_ch_3":0.00953,"inten_cooc_asm_ch_4":0.03343,"inten_cooc_contrast_ch_3":17.58542,"inten_cooc_contrast_ch_4":9.16905,"inten_cooc_entropy_ch_3":7.23,"inten_cooc_entropy_ch_4":6.37756,"inten_cooc_max_ch_3":0.05556,"inten_cooc_max_ch_4":0.1629,"kurt_inten_ch_1":0.47501,"kurt_inten_ch_3":0.79112,"kurt_inten_ch_4":-0.32716,"length_ch_1":36.55114,"neighbor_avg_dist_ch_1":260.83851,"neighbor_min_dist_ch_1":45.66007,"neighbor_var_dist_ch_1":119.97991,"perim_ch_1":104.1625,"shape_bfr_ch_1":0.41244,"shape_lwr_ch_1":2.10275,"shape_p_2_a_ch_1":3.05642,"skew_inten_ch_1":0.83957,"skew_inten_ch_3":0.75612,"skew_inten_ch_4":0.6401,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":7410,"total_inten_ch_2":13681,"total_inten_ch_3":15860,"total_inten_ch_4":21618,"var_inten_ch_1":20.96183,"var_inten_ch_3":49.57425,"var_inten_ch_4":79.49703,"width_ch_1":17.38253}
{"case":"Train","class":"PS","angle_ch_1":93.88797,"area_ch_1":528,"avg_inten_ch_1":30.24802,"avg_inten_ch_2":151.38889,"avg_inten_ch_3":54.07937,"avg_inten_ch_4":152.73016,"convex_hull_area_ratio_ch_1":1.24811,"convex_hull_perim_ratio_ch_1":0.71912,"diff_inten_density_ch_1":43.48208,"diff_inten_density_ch_3":60.557,"diff_inten_density_ch_4":130.83496,"entropy_inten_ch_1":5.97388,"entropy_inten_ch_3":6.56255,"entropy_inten_ch_4":6.88619,"eq_circ_diam_ch_1":25.93519,"eq_ellipse_lwr_ch_1":1.10256,"eq_ellipse_oblate_vol_ch_1":971.78268,"eq_ellipse_prolate_vol_ch_1":881.3848,"eq_sphere_area_ch_1":2113.14286,"eq_sphere_vol_ch_1":9134.12815,"fiber_align_2_ch_3":1.71564,"fiber_align_2_ch_4":1.34781,"fiber_length_ch_1":60.70758,"fiber_width_ch_1":9.15106,"inten_cooc_asm_ch_3":0.00908,"inten_cooc_asm_ch_4":0.02771,"inten_cooc_contrast_ch_3":17.67223,"inten_cooc_contrast_ch_4":10.09363,"inten_cooc_entropy_ch_3":7.4848,"inten_cooc_entropy_ch_4":6.73372,"inten_cooc_max_ch_3":0.06897,"inten_cooc_max_ch_4":0.15517,"kurt_inten_ch_1":3.77475,"kurt_inten_ch_3":3.91633,"kurt_inten_ch_4":3.96397,"length_ch_1":31.01055,"neighbor_avg_dist_ch_1":266.2954,"neighbor_min_dist_ch_1":31.32255,"neighbor_var_dist_ch_1":103.96419,"perim_ch_1":139.71728,"shape_bfr_ch_1":0.59854,"shape_lwr_ch_1":1.08955,"shape_p_2_a_ch_1":2.79623,"skew_inten_ch_1":1.43028,"skew_inten_ch_3":1.84888,"skew_inten_ch_4":1.61126,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":13,"total_inten_ch_1":15245,"total_inten_ch_2":75797,"total_inten_ch_3":27256,"total_inten_ch_4":76976,"var_inten_ch_1":25.9336,"var_inten_ch_3":62.09144,"var_inten_ch_4":159.01887,"width_ch_1":28.46185}
{"case":"Test","class":"PS","angle_ch_1":23.00629,"area_ch_1":280,"avg_inten_ch_1":32.85821,"avg_inten_ch_2":2.46269,"avg_inten_ch_3":67.45896,"avg_inten_ch_4":84.60448,"convex_hull_area_ratio_ch_1":1.10339,"convex_hull_perim_ratio_ch_1":0.92763,"diff_inten_density_ch_1":41.39184,"diff_inten_density_ch_3":57.33469,"diff_inten_density_ch_4":48.28163,"entropy_inten_ch_1":6.05346,"entropy_inten_ch_3":6.23832,"entropy_inten_ch_4":5.36776,"eq_circ_diam_ch_1":18.91218,"eq_ellipse_lwr_ch_1":1.98496,"eq_ellipse_oblate_vol_ch_1":505.59126,"eq_ellipse_prolate_vol_ch_1":254.71113,"eq_sphere_area_ch_1":1123.65533,"eq_sphere_vol_ch_1":3541.79554,"fiber_align_2_ch_3":1.75602,"fiber_align_2_ch_4":1.36288,"fiber_length_ch_1":28.59116,"fiber_width_ch_1":10.28346,"inten_cooc_asm_ch_3":0.02296,"inten_cooc_asm_ch_4":0.07322,"inten_cooc_contrast_ch_3":10.33083,"inten_cooc_contrast_ch_4":2.60819,"inten_cooc_entropy_ch_3":6.74118,"inten_cooc_entropy_ch_4":5.41553,"inten_cooc_max_ch_3":0.12903,"inten_cooc_max_ch_4":0.2562,"kurt_inten_ch_1":-0.10749,"kurt_inten_ch_3":-0.64293,"kurt_inten_ch_4":-0.14443,"length_ch_1":29.16137,"neighbor_avg_dist_ch_1":323.81208,"neighbor_min_dist_ch_1":36.54297,"neighbor_var_dist_ch_1":132.34319,"perim_ch_1":77.74925,"shape_bfr_ch_1":0.55195,"shape_lwr_ch_1":1.67088,"shape_p_2_a_ch_1":1.6361,"skew_inten_ch_1":0.74856,"skew_inten_ch_3":0.70985,"skew_inten_ch_4":1.00662,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8806,"total_inten_ch_2":393,"total_inten_ch_3":18079,"total_inten_ch_4":22674,"var_inten_ch_1":25.44988,"var_inten_ch_3":63.00061,"var_inten_ch_4":99.83135,"width_ch_1":17.4527}
{"case":"Test","class":"PS","angle_ch_1":31.26194,"area_ch_1":250,"avg_inten_ch_1":29.79498,"avg_inten_ch_2":209.42678,"avg_inten_ch_3":40.05439,"avg_inten_ch_4":235.87866,"convex_hull_area_ratio_ch_1":1.20758,"convex_hull_perim_ratio_ch_1":0.8675,"diff_inten_density_ch_1":41.46868,"diff_inten_density_ch_3":31.11137,"diff_inten_density_ch_4":146.45708,"entropy_inten_ch_1":5.89715,"entropy_inten_ch_3":5.62377,"entropy_inten_ch_4":6.98101,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":2.5711,"eq_ellipse_oblate_vol_ch_1":484.59427,"eq_ellipse_prolate_vol_ch_1":188.47707,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.22009,"fiber_align_2_ch_4":1.55783,"fiber_length_ch_1":33.3486,"fiber_width_ch_1":7.87351,"inten_cooc_asm_ch_3":0.03502,"inten_cooc_asm_ch_4":0.00973,"inten_cooc_contrast_ch_3":8.67135,"inten_cooc_contrast_ch_4":9.7193,"inten_cooc_entropy_ch_3":6.43698,"inten_cooc_entropy_ch_4":7.12523,"inten_cooc_max_ch_3":0.17195,"inten_cooc_max_ch_4":0.04977,"kurt_inten_ch_1":0.19314,"kurt_inten_ch_3":1.15472,"kurt_inten_ch_4":-1.09522,"length_ch_1":29.12975,"neighbor_avg_dist_ch_1":261.40979,"neighbor_min_dist_ch_1":37.56139,"neighbor_var_dist_ch_1":142.53563,"perim_ch_1":82.44422,"shape_bfr_ch_1":0.62251,"shape_lwr_ch_1":2.10855,"shape_p_2_a_ch_1":2.05997,"skew_inten_ch_1":0.72006,"skew_inten_ch_3":1.18502,"skew_inten_ch_4":0.2092,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7121,"total_inten_ch_2":49815,"total_inten_ch_3":9573,"total_inten_ch_4":56375,"var_inten_ch_1":21.42506,"var_inten_ch_3":41.00609,"var_inten_ch_4":170.4971,"width_ch_1":13.81504}
{"case":"Test","class":"PS","angle_ch_1":166.92396,"area_ch_1":440,"avg_inten_ch_1":193.20714,"avg_inten_ch_2":375.28095,"avg_inten_ch_3":257.92143,"avg_inten_ch_4":400.60714,"convex_hull_area_ratio_ch_1":1.07176,"convex_hull_perim_ratio_ch_1":0.94848,"diff_inten_density_ch_1":120.24304,"diff_inten_density_ch_3":205.68608,"diff_inten_density_ch_4":283.18228,"entropy_inten_ch_1":7.74069,"entropy_inten_ch_3":5.54993,"entropy_inten_ch_4":7.23905,"eq_circ_diam_ch_1":23.67548,"eq_ellipse_lwr_ch_1":1.80636,"eq_ellipse_oblate_vol_ch_1":946.23247,"eq_ellipse_prolate_vol_ch_1":523.83333,"eq_sphere_area_ch_1":1760.95238,"eq_sphere_vol_ch_1":6948.56671,"fiber_align_2_ch_3":1.53276,"fiber_align_2_ch_4":1.39128,"fiber_length_ch_1":27.56859,"fiber_width_ch_1":16.42508,"inten_cooc_asm_ch_3":0.14549,"inten_cooc_asm_ch_4":0.02508,"inten_cooc_contrast_ch_3":2.80321,"inten_cooc_contrast_ch_4":9.78003,"inten_cooc_entropy_ch_3":4.83863,"inten_cooc_entropy_ch_4":6.79117,"inten_cooc_max_ch_3":0.38718,"inten_cooc_max_ch_4":0.14103,"kurt_inten_ch_1":5.65447,"kurt_inten_ch_3":5.8518,"kurt_inten_ch_4":-1.04231,"length_ch_1":32.46582,"neighbor_avg_dist_ch_1":278.01106,"neighbor_min_dist_ch_1":29.10213,"neighbor_var_dist_ch_1":132.24309,"perim_ch_1":87.98734,"shape_bfr_ch_1":0.67986,"shape_lwr_ch_1":1.62775,"shape_p_2_a_ch_1":1.36052,"skew_inten_ch_1":2.07321,"skew_inten_ch_3":2.22307,"skew_inten_ch_4":0.35158,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":81147,"total_inten_ch_2":157199,"total_inten_ch_3":108327,"total_inten_ch_4":168255,"var_inten_ch_1":160.26714,"var_inten_ch_3":398.39975,"var_inten_ch_4":330.01224,"width_ch_1":19.94526}
{"case":"Train","class":"WS","angle_ch_1":64.35372,"area_ch_1":716,"avg_inten_ch_1":46.54971,"avg_inten_ch_2":77.51023,"avg_inten_ch_3":27.09649,"avg_inten_ch_4":27.88158,"convex_hull_area_ratio_ch_1":1.72018,"convex_hull_perim_ratio_ch_1":0.80371,"diff_inten_density_ch_1":53.89793,"diff_inten_density_ch_3":21.40351,"diff_inten_density_ch_4":19.55343,"entropy_inten_ch_1":6.68451,"entropy_inten_ch_3":4.28774,"entropy_inten_ch_4":5.0707,"eq_circ_diam_ch_1":30.21359,"eq_ellipse_lwr_ch_1":2.08649,"eq_ellipse_oblate_vol_ch_1":2113.55599,"eq_ellipse_prolate_vol_ch_1":1012.97248,"eq_sphere_area_ch_1":2867.83673,"eq_sphere_vol_ch_1":14441.27201,"fiber_align_2_ch_3":1.41865,"fiber_align_2_ch_4":1.40682,"fiber_length_ch_1":86.33724,"fiber_width_ch_1":8.67749,"inten_cooc_asm_ch_3":0.22303,"inten_cooc_asm_ch_4":0.11474,"inten_cooc_contrast_ch_3":2.15906,"inten_cooc_contrast_ch_4":3.32781,"inten_cooc_entropy_ch_3":4.20118,"inten_cooc_entropy_ch_4":5.20176,"inten_cooc_max_ch_3":0.47059,"inten_cooc_max_ch_4":0.33386,"kurt_inten_ch_1":-0.09265,"kurt_inten_ch_3":1.41663,"kurt_inten_ch_4":1.38718,"length_ch_1":61.1767,"neighbor_avg_dist_ch_1":288.18686,"neighbor_min_dist_ch_1":48.99332,"neighbor_var_dist_ch_1":120.86748,"perim_ch_1":190.02946,"shape_bfr_ch_1":0.32559,"shape_lwr_ch_1":1.69959,"shape_p_2_a_ch_1":3.83563,"skew_inten_ch_1":0.76367,"skew_inten_ch_3":1.58689,"skew_inten_ch_4":1.41811,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":20,"total_inten_ch_1":31840,"total_inten_ch_2":52334,"total_inten_ch_3":18534,"total_inten_ch_4":19071,"var_inten_ch_1":36.32982,"var_inten_ch_3":42.26219,"var_inten_ch_4":35.22234,"width_ch_1":35.99494}
{"case":"Train","class":"WS","angle_ch_1":32.25867,"area_ch_1":267,"avg_inten_ch_1":212.92157,"avg_inten_ch_2":305.43922,"avg_inten_ch_3":181.11765,"avg_inten_ch_4":341.70196,"convex_hull_area_ratio_ch_1":1.09176,"convex_hull_perim_ratio_ch_1":0.96402,"diff_inten_density_ch_1":97.16631,"diff_inten_density_ch_3":124.75267,"diff_inten_density_ch_4":205.32409,"entropy_inten_ch_1":7.42949,"entropy_inten_ch_3":6.17011,"entropy_inten_ch_4":7.41842,"eq_circ_diam_ch_1":18.44779,"eq_ellipse_lwr_ch_1":1.48439,"eq_ellipse_oblate_vol_ch_1":405.79397,"eq_ellipse_prolate_vol_ch_1":273.37453,"eq_sphere_area_ch_1":1069.14966,"eq_sphere_vol_ch_1":3287.24116,"fiber_align_2_ch_3":1.42494,"fiber_align_2_ch_4":1.66072,"fiber_length_ch_1":22.13688,"fiber_width_ch_1":12.64251,"inten_cooc_asm_ch_3":0.05478,"inten_cooc_asm_ch_4":0.00892,"inten_cooc_contrast_ch_3":6.96326,"inten_cooc_contrast_ch_4":9.94198,"inten_cooc_entropy_ch_3":6.10585,"inten_cooc_entropy_ch_4":7.17235,"inten_cooc_max_ch_3":0.22881,"inten_cooc_max_ch_4":0.03814,"kurt_inten_ch_1":-0.49865,"kurt_inten_ch_3":-0.60304,"kurt_inten_ch_4":-1.03301,"length_ch_1":25.05815,"neighbor_avg_dist_ch_1":233.33675,"neighbor_min_dist_ch_1":54.27156,"neighbor_var_dist_ch_1":103.20429,"perim_ch_1":69.55877,"shape_bfr_ch_1":0.58531,"shape_lwr_ch_1":1.375,"shape_p_2_a_ch_1":1.37576,"skew_inten_ch_1":-0.02868,"skew_inten_ch_3":0.60655,"skew_inten_ch_4":0.48329,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":54295,"total_inten_ch_2":77633,"total_inten_ch_3":46185,"total_inten_ch_4":87134,"var_inten_ch_1":89.79948,"var_inten_ch_3":167.12135,"var_inten_ch_4":266.99229,"width_ch_1":18.22411}
{"case":"Test","class":"WS","angle_ch_1":103.55416,"area_ch_1":225,"avg_inten_ch_1":96.03256,"avg_inten_ch_2":272.95814,"avg_inten_ch_3":59.64651,"avg_inten_ch_4":179.77674,"convex_hull_area_ratio_ch_1":1.07453,"convex_hull_perim_ratio_ch_1":0.9343,"diff_inten_density_ch_1":60.16539,"diff_inten_density_ch_3":47.36641,"diff_inten_density_ch_4":100.43511,"entropy_inten_ch_1":6.79286,"entropy_inten_ch_3":6.5249,"entropy_inten_ch_4":7.14108,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.4166,"eq_ellipse_oblate_vol_ch_1":306.90435,"eq_ellipse_prolate_vol_ch_1":216.64838,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.01856,"fiber_align_2_ch_4":1.54951,"fiber_length_ch_1":19.73353,"fiber_width_ch_1":11.93804,"inten_cooc_asm_ch_3":0.00714,"inten_cooc_asm_ch_4":0.00804,"inten_cooc_contrast_ch_3":19.0648,"inten_cooc_contrast_ch_4":14.96224,"inten_cooc_entropy_ch_3":7.41772,"inten_cooc_entropy_ch_4":7.26067,"inten_cooc_max_ch_3":0.03077,"inten_cooc_max_ch_4":0.02564,"kurt_inten_ch_1":-0.91873,"kurt_inten_ch_3":2.25673,"kurt_inten_ch_4":-0.03033,"length_ch_1":21.58552,"neighbor_avg_dist_ch_1":276.84708,"neighbor_min_dist_ch_1":40.96518,"neighbor_var_dist_ch_1":110.31283,"perim_ch_1":63.34315,"shape_bfr_ch_1":0.63781,"shape_lwr_ch_1":1.31867,"shape_p_2_a_ch_1":1.35534,"skew_inten_ch_1":-0.00787,"skew_inten_ch_3":1.32224,"skew_inten_ch_4":0.51696,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":20647,"total_inten_ch_2":58472,"total_inten_ch_3":12824,"total_inten_ch_4":38652,"var_inten_ch_1":52.75264,"var_inten_ch_3":43.72574,"var_inten_ch_4":98.12885,"width_ch_1":16.3691}
{"case":"Test","class":"PS","angle_ch_1":167.0987,"area_ch_1":586,"avg_inten_ch_1":59.8375,"avg_inten_ch_2":3.91786,"avg_inten_ch_3":151.56786,"avg_inten_ch_4":53.64643,"convex_hull_area_ratio_ch_1":1.58985,"convex_hull_perim_ratio_ch_1":0.57875,"diff_inten_density_ch_1":56.78362,"diff_inten_density_ch_3":123.77654,"diff_inten_density_ch_4":40.18301,"entropy_inten_ch_1":6.95837,"entropy_inten_ch_3":7.71985,"entropy_inten_ch_4":4.88263,"eq_circ_diam_ch_1":27.33809,"eq_ellipse_lwr_ch_1":1.82327,"eq_ellipse_oblate_vol_ch_1":1463.62246,"eq_ellipse_prolate_vol_ch_1":802.74594,"eq_sphere_area_ch_1":2347.93651,"eq_sphere_vol_ch_1":10698.0183,"fiber_align_2_ch_3":1.78943,"fiber_align_2_ch_4":1.35378,"fiber_length_ch_1":101.89994,"fiber_width_ch_1":6.18214,"inten_cooc_asm_ch_3":0.00611,"inten_cooc_asm_ch_4":0.15828,"inten_cooc_contrast_ch_3":15.4003,"inten_cooc_contrast_ch_4":2.83643,"inten_cooc_entropy_ch_3":7.68477,"inten_cooc_entropy_ch_4":4.75066,"inten_cooc_max_ch_3":0.02982,"inten_cooc_max_ch_4":0.3996,"kurt_inten_ch_1":-0.00917,"kurt_inten_ch_3":0.56445,"kurt_inten_ch_4":0.32795,"length_ch_1":48.35948,"neighbor_avg_dist_ch_1":270.73818,"neighbor_min_dist_ch_1":37.11221,"neighbor_var_dist_ch_1":121.14068,"perim_ch_1":216.16416,"shape_bfr_ch_1":0.42705,"shape_lwr_ch_1":1.70145,"shape_p_2_a_ch_1":5.90258,"skew_inten_ch_1":0.82641,"skew_inten_ch_3":1.09921,"skew_inten_ch_4":1.22563,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":13,"total_inten_ch_1":33509,"total_inten_ch_2":1635,"total_inten_ch_3":84878,"total_inten_ch_4":30042,"var_inten_ch_1":42.39567,"var_inten_ch_3":124.30822,"var_inten_ch_4":71.72027,"width_ch_1":28.42243}
{"case":"Test","class":"WS","angle_ch_1":151.73773,"area_ch_1":162,"avg_inten_ch_1":63.05161,"avg_inten_ch_2":344.1871,"avg_inten_ch_3":4.15484,"avg_inten_ch_4":80.63226,"convex_hull_area_ratio_ch_1":1.04615,"convex_hull_perim_ratio_ch_1":0.96226,"diff_inten_density_ch_1":51.36429,"diff_inten_density_ch_3":10.35,"diff_inten_density_ch_4":56.70714,"entropy_inten_ch_1":6.1911,"entropy_inten_ch_3":1.63797,"entropy_inten_ch_4":4.54098,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.76434,"eq_ellipse_oblate_vol_ch_1":209.6576,"eq_ellipse_prolate_vol_ch_1":118.83041,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.63181,"fiber_length_ch_1":14.33009,"fiber_width_ch_1":11.88619,"inten_cooc_asm_ch_3":0.52979,"inten_cooc_asm_ch_4":0.17841,"inten_cooc_contrast_ch_3":1.72561,"inten_cooc_contrast_ch_4":3.64477,"inten_cooc_entropy_ch_3":2.06142,"inten_cooc_entropy_ch_4":4.44298,"inten_cooc_max_ch_3":0.73188,"inten_cooc_max_ch_4":0.42254,"kurt_inten_ch_1":-0.82966,"kurt_inten_ch_3":17.88329,"kurt_inten_ch_4":1.25807,"length_ch_1":20.17775,"neighbor_avg_dist_ch_1":317.71556,"neighbor_min_dist_ch_1":31.53932,"neighbor_var_dist_ch_1":128.56239,"perim_ch_1":52.43257,"shape_bfr_ch_1":0.67132,"shape_lwr_ch_1":1.68231,"shape_p_2_a_ch_1":1.28439,"skew_inten_ch_1":0.09811,"skew_inten_ch_3":3.94125,"skew_inten_ch_4":1.38996,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9773,"total_inten_ch_2":53195,"total_inten_ch_3":644,"total_inten_ch_4":12498,"var_inten_ch_1":32.35724,"var_inten_ch_3":11.4024,"var_inten_ch_4":105.01484,"width_ch_1":11.9941}
{"case":"Test","class":"PS","angle_ch_1":7.95648,"area_ch_1":307,"avg_inten_ch_1":37.09898,"avg_inten_ch_2":75.89078,"avg_inten_ch_3":54.61433,"avg_inten_ch_4":145.05802,"convex_hull_area_ratio_ch_1":1.449,"convex_hull_perim_ratio_ch_1":0.81104,"diff_inten_density_ch_1":41.21236,"diff_inten_density_ch_3":34.63707,"diff_inten_density_ch_4":73.97297,"entropy_inten_ch_1":6.12066,"entropy_inten_ch_3":6.11446,"entropy_inten_ch_4":7.13989,"eq_circ_diam_ch_1":19.77461,"eq_ellipse_lwr_ch_1":2.81505,"eq_ellipse_oblate_vol_ch_1":688.28143,"eq_ellipse_prolate_vol_ch_1":244.50059,"eq_sphere_area_ch_1":1228.47392,"eq_sphere_vol_ch_1":4048.76646,"fiber_align_2_ch_3":1.46976,"fiber_align_2_ch_4":1.55726,"fiber_length_ch_1":50.38953,"fiber_width_ch_1":6.47452,"inten_cooc_asm_ch_3":0.01762,"inten_cooc_asm_ch_4":0.00956,"inten_cooc_contrast_ch_3":11.63816,"inten_cooc_contrast_ch_4":9.33459,"inten_cooc_entropy_ch_3":6.93723,"inten_cooc_entropy_ch_4":7.18639,"inten_cooc_max_ch_3":0.11278,"inten_cooc_max_ch_4":0.05263,"kurt_inten_ch_1":-0.36548,"kurt_inten_ch_3":-0.95012,"kurt_inten_ch_4":0.03019,"length_ch_1":37.63607,"neighbor_avg_dist_ch_1":292.40671,"neighbor_min_dist_ch_1":41.15663,"neighbor_var_dist_ch_1":141.33705,"perim_ch_1":113.7281,"shape_bfr_ch_1":0.43693,"shape_lwr_ch_1":2.01518,"shape_p_2_a_ch_1":3.15483,"skew_inten_ch_1":0.43361,"skew_inten_ch_3":0.07131,"skew_inten_ch_4":0.57764,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":10870,"total_inten_ch_2":21944,"total_inten_ch_3":16002,"total_inten_ch_4":42502,"var_inten_ch_1":21.38595,"var_inten_ch_3":38.35826,"var_inten_ch_4":96.27162,"width_ch_1":18.67632}
{"case":"Train","class":"WS","angle_ch_1":59.9782,"area_ch_1":643,"avg_inten_ch_1":157.01303,"avg_inten_ch_2":145.80456,"avg_inten_ch_3":2.11564,"avg_inten_ch_4":62.37459,"convex_hull_area_ratio_ch_1":1.22375,"convex_hull_perim_ratio_ch_1":0.92762,"diff_inten_density_ch_1":69.5986,"diff_inten_density_ch_3":4.97382,"diff_inten_density_ch_4":35.72426,"entropy_inten_ch_1":7.9219,"entropy_inten_ch_3":1.82968,"entropy_inten_ch_4":5.4708,"eq_circ_diam_ch_1":28.62585,"eq_ellipse_lwr_ch_1":3.71005,"eq_ellipse_oblate_vol_ch_1":2396.97685,"eq_ellipse_prolate_vol_ch_1":646.07714,"eq_sphere_area_ch_1":2574.34467,"eq_sphere_vol_ch_1":12282.1346,"fiber_align_2_ch_3":1.41421,"fiber_align_2_ch_4":1.05758,"fiber_length_ch_1":59.31073,"fiber_width_ch_1":11.23548,"inten_cooc_asm_ch_3":0.42996,"inten_cooc_asm_ch_4":0.13627,"inten_cooc_contrast_ch_3":1.88862,"inten_cooc_contrast_ch_4":3.73525,"inten_cooc_entropy_ch_3":2.44176,"inten_cooc_entropy_ch_4":5.15777,"inten_cooc_max_ch_3":0.65187,"inten_cooc_max_ch_4":0.3659,"kurt_inten_ch_1":-0.59305,"kurt_inten_ch_3":15.55933,"kurt_inten_ch_4":2.34828,"length_ch_1":58.15305,"neighbor_avg_dist_ch_1":283.27212,"neighbor_min_dist_ch_1":34.40061,"neighbor_var_dist_ch_1":123.84454,"perim_ch_1":141.0924,"shape_bfr_ch_1":0.56919,"shape_lwr_ch_1":2.99085,"shape_p_2_a_ch_1":2.37722,"skew_inten_ch_1":0.51343,"skew_inten_ch_3":3.72044,"skew_inten_ch_4":1.33341,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":12,"total_inten_ch_1":96406,"total_inten_ch_2":88911,"total_inten_ch_3":1299,"total_inten_ch_4":38298,"var_inten_ch_1":91.6503,"var_inten_ch_3":5.63736,"var_inten_ch_4":69.07049,"width_ch_1":19.44366}
{"case":"Train","class":"WS","angle_ch_1":66.01406,"area_ch_1":338,"avg_inten_ch_1":61.41486,"avg_inten_ch_2":178.40867,"avg_inten_ch_3":19.96904,"avg_inten_ch_4":102.82353,"convex_hull_area_ratio_ch_1":1.07749,"convex_hull_perim_ratio_ch_1":0.93216,"diff_inten_density_ch_1":54.77852,"diff_inten_density_ch_3":23.4698,"diff_inten_density_ch_4":72.99329,"entropy_inten_ch_1":6.71221,"entropy_inten_ch_3":4.71743,"entropy_inten_ch_4":6.47986,"eq_circ_diam_ch_1":20.7623,"eq_ellipse_lwr_ch_1":1.63319,"eq_ellipse_oblate_vol_ch_1":606.79717,"eq_ellipse_prolate_vol_ch_1":371.54132,"eq_sphere_area_ch_1":1354.25624,"eq_sphere_vol_ch_1":4686.24596,"fiber_align_2_ch_3":1.44715,"fiber_align_2_ch_4":1.61958,"fiber_length_ch_1":26.57228,"fiber_width_ch_1":13.36253,"inten_cooc_asm_ch_3":0.07907,"inten_cooc_asm_ch_4":0.02877,"inten_cooc_contrast_ch_3":9.00203,"inten_cooc_contrast_ch_4":7.61824,"inten_cooc_entropy_ch_3":5.69137,"inten_cooc_entropy_ch_4":6.58938,"inten_cooc_max_ch_3":0.27815,"inten_cooc_max_ch_4":0.15894,"kurt_inten_ch_1":0.10096,"kurt_inten_ch_3":3.26112,"kurt_inten_ch_4":-0.69486,"length_ch_1":29.1045,"neighbor_avg_dist_ch_1":285.41596,"neighbor_min_dist_ch_1":33.15942,"neighbor_var_dist_ch_1":140.75782,"perim_ch_1":79.86963,"shape_bfr_ch_1":0.61826,"shape_lwr_ch_1":1.54687,"shape_p_2_a_ch_1":1.42966,"skew_inten_ch_1":0.52607,"skew_inten_ch_3":1.81965,"skew_inten_ch_4":0.6578,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":19837,"total_inten_ch_2":57304,"total_inten_ch_3":6450,"total_inten_ch_4":33212,"var_inten_ch_1":37.007,"var_inten_ch_3":26.68169,"var_inten_ch_4":96.22106,"width_ch_1":18.81512}
{"case":"Train","class":"PS","angle_ch_1":70.43046,"area_ch_1":198,"avg_inten_ch_1":187.8836,"avg_inten_ch_2":267.2328,"avg_inten_ch_3":430.03704,"avg_inten_ch_4":422.85714,"convex_hull_area_ratio_ch_1":1.1145,"convex_hull_perim_ratio_ch_1":0.9328,"diff_inten_density_ch_1":142.31778,"diff_inten_density_ch_3":285.77551,"diff_inten_density_ch_4":219.23324,"entropy_inten_ch_1":7.15733,"entropy_inten_ch_3":7.2746,"entropy_inten_ch_4":6.66499,"eq_circ_diam_ch_1":15.882,"eq_ellipse_lwr_ch_1":1.41813,"eq_ellipse_oblate_vol_ch_1":253.08814,"eq_ellipse_prolate_vol_ch_1":178.46651,"eq_sphere_area_ch_1":792.42857,"eq_sphere_vol_ch_1":2097.55811,"fiber_align_2_ch_3":1.55455,"fiber_align_2_ch_4":1.35778,"fiber_length_ch_1":21.95314,"fiber_width_ch_1":9.38219,"inten_cooc_asm_ch_3":0.00943,"inten_cooc_asm_ch_4":0.02088,"inten_cooc_contrast_ch_3":6.289,"inten_cooc_contrast_ch_4":5.61746,"inten_cooc_entropy_ch_3":6.94746,"inten_cooc_entropy_ch_4":6.53068,"inten_cooc_max_ch_3":0.0289,"inten_cooc_max_ch_4":0.11176,"kurt_inten_ch_1":0.35162,"kurt_inten_ch_3":-0.10459,"kurt_inten_ch_4":-0.16919,"length_ch_1":21.13624,"neighbor_avg_dist_ch_1":191.73219,"neighbor_min_dist_ch_1":17.61429,"neighbor_var_dist_ch_1":111.72837,"perim_ch_1":62.67066,"shape_bfr_ch_1":0.5671,"shape_lwr_ch_1":1.27884,"shape_p_2_a_ch_1":1.51745,"skew_inten_ch_1":1.00655,"skew_inten_ch_3":0.89324,"skew_inten_ch_4":0.49755,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":35510,"total_inten_ch_2":50319,"total_inten_ch_3":81277,"total_inten_ch_4":79920,"var_inten_ch_1":156.19784,"var_inten_ch_3":389.66943,"var_inten_ch_4":326.88863,"width_ch_1":16.5276}
{"case":"Test","class":"PS","angle_ch_1":67.82815,"area_ch_1":940,"avg_inten_ch_1":19.15831,"avg_inten_ch_2":28.85396,"avg_inten_ch_3":19.65998,"avg_inten_ch_4":13.65663,"convex_hull_area_ratio_ch_1":1.12706,"convex_hull_perim_ratio_ch_1":0.75349,"diff_inten_density_ch_1":34.15535,"diff_inten_density_ch_3":25.12286,"diff_inten_density_ch_4":21.0508,"entropy_inten_ch_1":5.27824,"entropy_inten_ch_3":5.30192,"entropy_inten_ch_4":4.91981,"eq_circ_diam_ch_1":34.59955,"eq_ellipse_lwr_ch_1":1.45438,"eq_ellipse_oblate_vol_ch_1":2650.02021,"eq_ellipse_prolate_vol_ch_1":1822.09596,"eq_sphere_area_ch_1":3760.89116,"eq_sphere_vol_ch_1":21687.52338,"fiber_align_2_ch_3":1.43503,"fiber_align_2_ch_4":1,"fiber_length_ch_1":68.93784,"fiber_width_ch_1":14.09105,"inten_cooc_asm_ch_3":0.01764,"inten_cooc_asm_ch_4":0.00884,"inten_cooc_contrast_ch_3":23.33712,"inten_cooc_contrast_ch_4":41.35966,"inten_cooc_entropy_ch_3":7.31083,"inten_cooc_entropy_ch_4":7.80909,"inten_cooc_max_ch_3":0.11667,"inten_cooc_max_ch_4":0.07143,"kurt_inten_ch_1":0.09318,"kurt_inten_ch_3":0.20363,"kurt_inten_ch_4":-0.42239,"length_ch_1":47.75885,"neighbor_avg_dist_ch_1":238.94566,"neighbor_min_dist_ch_1":41.00354,"neighbor_var_dist_ch_1":114.0897,"perim_ch_1":166.05777,"shape_bfr_ch_1":0.59766,"shape_lwr_ch_1":1.44988,"shape_p_2_a_ch_1":2.25894,"skew_inten_ch_1":0.82876,"skew_inten_ch_3":0.81912,"skew_inten_ch_4":0.49557,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":22,"total_inten_ch_1":17185,"total_inten_ch_2":24986,"total_inten_ch_3":17635,"total_inten_ch_4":12250,"var_inten_ch_1":17.83835,"var_inten_ch_3":18.00444,"var_inten_ch_4":11.01212,"width_ch_1":32.93989}
{"case":"Train","class":"WS","angle_ch_1":86.10941,"area_ch_1":321,"avg_inten_ch_1":139.58632,"avg_inten_ch_2":134.63518,"avg_inten_ch_3":163.43974,"avg_inten_ch_4":128.4658,"convex_hull_area_ratio_ch_1":1.1629,"convex_hull_perim_ratio_ch_1":0.88347,"diff_inten_density_ch_1":126.00531,"diff_inten_density_ch_3":203.42124,"diff_inten_density_ch_4":63.31504,"entropy_inten_ch_1":7.3748,"entropy_inten_ch_3":5.39141,"entropy_inten_ch_4":6.63604,"eq_circ_diam_ch_1":20.24153,"eq_ellipse_lwr_ch_1":1.48447,"eq_ellipse_oblate_vol_ch_1":536.06198,"eq_ellipse_prolate_vol_ch_1":361.11308,"eq_sphere_area_ch_1":1287.17234,"eq_sphere_vol_ch_1":4342.39033,"fiber_align_2_ch_3":1.01457,"fiber_align_2_ch_4":1.50297,"fiber_length_ch_1":30.5551,"fiber_width_ch_1":11.00326,"inten_cooc_asm_ch_3":0.08623,"inten_cooc_asm_ch_4":0.03553,"inten_cooc_contrast_ch_3":8.96285,"inten_cooc_contrast_ch_4":4.68194,"inten_cooc_entropy_ch_3":5.60084,"inten_cooc_entropy_ch_4":6.31508,"inten_cooc_max_ch_3":0.28873,"inten_cooc_max_ch_4":0.17254,"kurt_inten_ch_1":3.48203,"kurt_inten_ch_3":7.00757,"kurt_inten_ch_4":-0.8882,"length_ch_1":25.00107,"neighbor_avg_dist_ch_1":189.788,"neighbor_min_dist_ch_1":35.61327,"neighbor_var_dist_ch_1":81.34739,"perim_ch_1":83.11671,"shape_bfr_ch_1":0.66969,"shape_lwr_ch_1":1.3008,"shape_p_2_a_ch_1":1.63516,"skew_inten_ch_1":1.66667,"skew_inten_ch_3":2.38269,"skew_inten_ch_4":0.33615,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":42853,"total_inten_ch_2":41027,"total_inten_ch_3":50176,"total_inten_ch_4":39439,"var_inten_ch_1":123.11807,"var_inten_ch_3":255.58049,"var_inten_ch_4":103.74961,"width_ch_1":19.2197}
{"case":"Train","class":"PS","angle_ch_1":105.80198,"area_ch_1":162,"avg_inten_ch_1":33.7871,"avg_inten_ch_2":1.40645,"avg_inten_ch_3":88.5871,"avg_inten_ch_4":9.52258,"convex_hull_area_ratio_ch_1":1.20659,"convex_hull_perim_ratio_ch_1":0.85965,"diff_inten_density_ch_1":49.1476,"diff_inten_density_ch_3":77.64945,"diff_inten_density_ch_4":14.38745,"entropy_inten_ch_1":5.83165,"entropy_inten_ch_3":6.59858,"entropy_inten_ch_4":2.60775,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.89656,"eq_ellipse_oblate_vol_ch_1":217.37164,"eq_ellipse_prolate_vol_ch_1":114.61338,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.38227,"fiber_length_ch_1":25.00825,"fiber_width_ch_1":6.99957,"inten_cooc_asm_ch_3":0.00596,"inten_cooc_asm_ch_4":0.33672,"inten_cooc_contrast_ch_3":30.07789,"inten_cooc_contrast_ch_4":3.16019,"inten_cooc_entropy_ch_3":7.53127,"inten_cooc_entropy_ch_4":3.2616,"inten_cooc_max_ch_3":0.01481,"inten_cooc_max_ch_4":0.57778,"kurt_inten_ch_1":-0.79168,"kurt_inten_ch_3":0.01561,"kurt_inten_ch_4":3.53716,"length_ch_1":19.83244,"neighbor_avg_dist_ch_1":200.36759,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":90.83241,"perim_ch_1":64.01565,"shape_bfr_ch_1":0.61385,"shape_lwr_ch_1":1.48608,"shape_p_2_a_ch_1":1.86297,"skew_inten_ch_1":0.42266,"skew_inten_ch_3":0.46518,"skew_inten_ch_4":1.93277,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5237,"total_inten_ch_2":64,"total_inten_ch_3":13731,"total_inten_ch_4":1476,"var_inten_ch_1":24.6113,"var_inten_ch_3":48.95459,"var_inten_ch_4":16.98513,"width_ch_1":13.34548}
{"case":"Train","class":"WS","angle_ch_1":169.97384,"area_ch_1":394,"avg_inten_ch_1":338.32447,"avg_inten_ch_2":320.3484,"avg_inten_ch_3":73.32447,"avg_inten_ch_4":37.44415,"convex_hull_area_ratio_ch_1":1.04113,"convex_hull_perim_ratio_ch_1":0.93645,"diff_inten_density_ch_1":128.1392,"diff_inten_density_ch_3":69.22443,"diff_inten_density_ch_4":31.02557,"entropy_inten_ch_1":8.07837,"entropy_inten_ch_3":4.53457,"entropy_inten_ch_4":5.55328,"eq_circ_diam_ch_1":22.40104,"eq_ellipse_lwr_ch_1":1.3814,"eq_ellipse_oblate_vol_ch_1":700.91028,"eq_ellipse_prolate_vol_ch_1":507.39269,"eq_sphere_area_ch_1":1576.47166,"eq_sphere_vol_ch_1":5885.76697,"fiber_align_2_ch_3":1.73218,"fiber_align_2_ch_4":1.54591,"fiber_length_ch_1":22.50208,"fiber_width_ch_1":18.12029,"inten_cooc_asm_ch_3":0.17459,"inten_cooc_asm_ch_4":0.06158,"inten_cooc_contrast_ch_3":3.09499,"inten_cooc_contrast_ch_4":8.69261,"inten_cooc_entropy_ch_3":4.59781,"inten_cooc_entropy_ch_4":6.17924,"inten_cooc_max_ch_3":0.41972,"inten_cooc_max_ch_4":0.24225,"kurt_inten_ch_1":-0.75998,"kurt_inten_ch_3":0.47108,"kurt_inten_ch_4":0.24145,"length_ch_1":27.63848,"neighbor_avg_dist_ch_1":161.48431,"neighbor_min_dist_ch_1":34.32435,"neighbor_var_dist_ch_1":66.05245,"perim_ch_1":81.24475,"shape_bfr_ch_1":0.72421,"shape_lwr_ch_1":1.40368,"shape_p_2_a_ch_1":1.28822,"skew_inten_ch_1":0.23117,"skew_inten_ch_3":1.30224,"skew_inten_ch_4":0.94677,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":127210,"total_inten_ch_2":120076,"total_inten_ch_3":27570,"total_inten_ch_4":14079,"var_inten_ch_1":189.91259,"var_inten_ch_3":104.92693,"var_inten_ch_4":38.30299,"width_ch_1":19.69004}
{"case":"Test","class":"PS","angle_ch_1":112.97972,"area_ch_1":156,"avg_inten_ch_1":37.51678,"avg_inten_ch_2":32.75839,"avg_inten_ch_3":54.75168,"avg_inten_ch_4":45.61745,"convex_hull_area_ratio_ch_1":1.18367,"convex_hull_perim_ratio_ch_1":0.82623,"diff_inten_density_ch_1":49.95753,"diff_inten_density_ch_3":58.18919,"diff_inten_density_ch_4":36.51351,"entropy_inten_ch_1":5.81087,"entropy_inten_ch_3":6.09975,"entropy_inten_ch_4":5.35317,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.45089,"eq_ellipse_oblate_vol_ch_1":179.19159,"eq_ellipse_prolate_vol_ch_1":123.50492,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.15745,"fiber_align_2_ch_4":1.38196,"fiber_length_ch_1":26.36385,"fiber_width_ch_1":6.33153,"inten_cooc_asm_ch_3":0.00801,"inten_cooc_asm_ch_4":0.04142,"inten_cooc_contrast_ch_3":24.45426,"inten_cooc_contrast_ch_4":12.40014,"inten_cooc_entropy_ch_3":7.18872,"inten_cooc_entropy_ch_4":6.23945,"inten_cooc_max_ch_3":0.03817,"inten_cooc_max_ch_4":0.20611,"kurt_inten_ch_1":6.76131,"kurt_inten_ch_3":0.8286,"kurt_inten_ch_4":0.38084,"length_ch_1":19.07802,"neighbor_avg_dist_ch_1":164.65284,"neighbor_min_dist_ch_1":24.6566,"neighbor_var_dist_ch_1":66.26813,"perim_ch_1":65.39077,"shape_bfr_ch_1":0.49937,"shape_lwr_ch_1":1.16376,"shape_p_2_a_ch_1":2.03846,"skew_inten_ch_1":2.18039,"skew_inten_ch_3":0.85954,"skew_inten_ch_4":0.65995,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5590,"total_inten_ch_2":4733,"total_inten_ch_3":8158,"total_inten_ch_4":6797,"var_inten_ch_1":34.22441,"var_inten_ch_3":43.20016,"var_inten_ch_4":38.58775,"width_ch_1":16.39349}
{"case":"Train","class":"PS","angle_ch_1":85.10064,"area_ch_1":187,"avg_inten_ch_1":34.12849,"avg_inten_ch_2":11.80447,"avg_inten_ch_3":71.86592,"avg_inten_ch_4":67.69274,"convex_hull_area_ratio_ch_1":1.29412,"convex_hull_perim_ratio_ch_1":0.84032,"diff_inten_density_ch_1":39.23642,"diff_inten_density_ch_3":57.07668,"diff_inten_density_ch_4":45.58786,"entropy_inten_ch_1":5.88967,"entropy_inten_ch_3":6.46972,"entropy_inten_ch_4":5.06006,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":2.34788,"eq_ellipse_oblate_vol_ch_1":300.15075,"eq_ellipse_prolate_vol_ch_1":127.83882,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.66832,"fiber_align_2_ch_4":1.55755,"fiber_length_ch_1":32.12195,"fiber_width_ch_1":6.24076,"inten_cooc_asm_ch_3":0.00813,"inten_cooc_asm_ch_4":0.09919,"inten_cooc_contrast_ch_3":17.49584,"inten_cooc_contrast_ch_4":3.45061,"inten_cooc_entropy_ch_3":7.28377,"inten_cooc_entropy_ch_4":5.29532,"inten_cooc_max_ch_3":0.03797,"inten_cooc_max_ch_4":0.30968,"kurt_inten_ch_1":4.13564,"kurt_inten_ch_3":13.23098,"kurt_inten_ch_4":0.23406,"length_ch_1":24.56909,"neighbor_avg_dist_ch_1":164.50964,"neighbor_min_dist_ch_1":30.23273,"neighbor_var_dist_ch_1":70.326,"perim_ch_1":76.72544,"shape_bfr_ch_1":0.55047,"shape_lwr_ch_1":1.771,"shape_p_2_a_ch_1":2.33683,"skew_inten_ch_1":1.62537,"skew_inten_ch_3":3.24838,"skew_inten_ch_4":1.05519,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":6109,"total_inten_ch_2":1935,"total_inten_ch_3":12864,"total_inten_ch_4":12117,"var_inten_ch_1":27.7525,"var_inten_ch_3":76.81214,"var_inten_ch_4":78.21343,"width_ch_1":13.87297}
{"case":"Test","class":"PS","angle_ch_1":105.88999,"area_ch_1":221,"avg_inten_ch_1":81.50237,"avg_inten_ch_2":568.68246,"avg_inten_ch_3":143.94787,"avg_inten_ch_4":392.891,"convex_hull_area_ratio_ch_1":1.0378,"convex_hull_perim_ratio_ch_1":0.97058,"diff_inten_density_ch_1":56.47423,"diff_inten_density_ch_3":84.76804,"diff_inten_density_ch_4":194.00515,"entropy_inten_ch_1":6.68014,"entropy_inten_ch_3":6.02348,"entropy_inten_ch_4":7.12057,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":1.59436,"eq_ellipse_oblate_vol_ch_1":316.5467,"eq_ellipse_prolate_vol_ch_1":198.54213,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.35027,"fiber_align_2_ch_4":1.58166,"fiber_length_ch_1":15.04974,"fiber_width_ch_1":15.04974,"inten_cooc_asm_ch_3":0.05039,"inten_cooc_asm_ch_4":0.01076,"inten_cooc_contrast_ch_3":5.37468,"inten_cooc_contrast_ch_4":9.83557,"inten_cooc_entropy_ch_3":5.98859,"inten_cooc_entropy_ch_4":7.0607,"inten_cooc_max_ch_3":0.20918,"inten_cooc_max_ch_4":0.06633,"kurt_inten_ch_1":0.3444,"kurt_inten_ch_3":-0.55045,"kurt_inten_ch_4":-1.29774,"length_ch_1":21.51219,"neighbor_avg_dist_ch_1":190.37746,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":96.6881,"perim_ch_1":60.19897,"shape_bfr_ch_1":0.73885,"shape_lwr_ch_1":1.54597,"shape_p_2_a_ch_1":1.26059,"skew_inten_ch_1":0.6917,"skew_inten_ch_3":0.65289,"skew_inten_ch_4":-0.10153,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":17197,"total_inten_ch_2":119782,"total_inten_ch_3":30373,"total_inten_ch_4":82900,"var_inten_ch_1":54.90486,"var_inten_ch_3":134.15525,"var_inten_ch_4":257.70289,"width_ch_1":13.91499}
{"case":"Test","class":"PS","angle_ch_1":140.36981,"area_ch_1":225,"avg_inten_ch_1":35.23256,"avg_inten_ch_2":34.60465,"avg_inten_ch_3":70.90233,"avg_inten_ch_4":109.9814,"convex_hull_area_ratio_ch_1":1.32688,"convex_hull_perim_ratio_ch_1":0.86099,"diff_inten_density_ch_1":41.93369,"diff_inten_density_ch_3":56.76127,"diff_inten_density_ch_4":83.37135,"entropy_inten_ch_1":5.97547,"entropy_inten_ch_3":6.51256,"entropy_inten_ch_4":6.42701,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":2.62814,"eq_ellipse_oblate_vol_ch_1":418.02647,"eq_ellipse_prolate_vol_ch_1":159.0577,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.06619,"fiber_align_2_ch_4":1.77263,"fiber_length_ch_1":36.33561,"fiber_width_ch_1":6.70701,"inten_cooc_asm_ch_3":0.0069,"inten_cooc_asm_ch_4":0.01133,"inten_cooc_contrast_ch_3":25.30189,"inten_cooc_contrast_ch_4":11.42305,"inten_cooc_entropy_ch_3":7.47445,"inten_cooc_entropy_ch_4":7.00895,"inten_cooc_max_ch_3":0.02674,"inten_cooc_max_ch_4":0.06952,"kurt_inten_ch_1":-0.02601,"kurt_inten_ch_3":-0.11387,"kurt_inten_ch_4":-0.98849,"length_ch_1":30.81415,"neighbor_avg_dist_ch_1":158.93097,"neighbor_min_dist_ch_1":28.95771,"neighbor_var_dist_ch_1":66.42356,"perim_ch_1":86.08524,"shape_bfr_ch_1":0.52716,"shape_lwr_ch_1":2.22111,"shape_p_2_a_ch_1":2.41982,"skew_inten_ch_1":0.46366,"skew_inten_ch_3":0.46731,"skew_inten_ch_4":0.2565,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7575,"total_inten_ch_2":7226,"total_inten_ch_3":15244,"total_inten_ch_4":23646,"var_inten_ch_1":21.20776,"var_inten_ch_3":41.5941,"var_inten_ch_4":83.94095,"width_ch_1":13.87332}
{"case":"Test","class":"PS","angle_ch_1":51.38309,"area_ch_1":307,"avg_inten_ch_1":30.20137,"avg_inten_ch_2":245.79522,"avg_inten_ch_3":13.64164,"avg_inten_ch_4":84.23891,"convex_hull_area_ratio_ch_1":1.15397,"convex_hull_perim_ratio_ch_1":0.84664,"diff_inten_density_ch_1":42.91386,"diff_inten_density_ch_3":17.62921,"diff_inten_density_ch_4":61.54307,"entropy_inten_ch_1":5.92112,"entropy_inten_ch_3":3.54999,"entropy_inten_ch_4":5.93769,"eq_circ_diam_ch_1":19.77461,"eq_ellipse_lwr_ch_1":1.90444,"eq_ellipse_oblate_vol_ch_1":566.11713,"eq_ellipse_prolate_vol_ch_1":297.26218,"eq_sphere_area_ch_1":1228.47392,"eq_sphere_vol_ch_1":4048.76646,"fiber_align_2_ch_3":1.36847,"fiber_align_2_ch_4":1.45945,"fiber_length_ch_1":33.59203,"fiber_width_ch_1":9.62625,"inten_cooc_asm_ch_3":0.22706,"inten_cooc_asm_ch_4":0.06008,"inten_cooc_contrast_ch_3":3.90451,"inten_cooc_contrast_ch_4":9.3224,"inten_cooc_entropy_ch_3":4.12758,"inten_cooc_entropy_ch_4":6.12388,"inten_cooc_max_ch_3":0.47925,"inten_cooc_max_ch_4":0.23774,"kurt_inten_ch_1":1.34757,"kurt_inten_ch_3":14.82544,"kurt_inten_ch_4":-0.56637,"length_ch_1":27.81728,"neighbor_avg_dist_ch_1":225.97556,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":130.22695,"perim_ch_1":86.43656,"shape_bfr_ch_1":0.64524,"shape_lwr_ch_1":1.62571,"shape_p_2_a_ch_1":1.83861,"skew_inten_ch_1":1.01374,"skew_inten_ch_3":3.44227,"skew_inten_ch_4":0.49057,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8849,"total_inten_ch_2":71726,"total_inten_ch_3":3997,"total_inten_ch_4":24682,"var_inten_ch_1":22.51106,"var_inten_ch_3":27.74133,"var_inten_ch_4":74.76469,"width_ch_1":17.11085}
{"case":"Test","class":"PS","angle_ch_1":92.90783,"area_ch_1":416,"avg_inten_ch_1":78.30227,"avg_inten_ch_2":173.09068,"avg_inten_ch_3":32.35264,"avg_inten_ch_4":188.21411,"convex_hull_area_ratio_ch_1":1.43784,"convex_hull_perim_ratio_ch_1":0.90701,"diff_inten_density_ch_1":51.64812,"diff_inten_density_ch_3":28.03199,"diff_inten_density_ch_4":107.76773,"entropy_inten_ch_1":6.99452,"entropy_inten_ch_3":5.73403,"entropy_inten_ch_4":6.75575,"eq_circ_diam_ch_1":23.0181,"eq_ellipse_lwr_ch_1":4.13543,"eq_ellipse_oblate_vol_ch_1":1315.7322,"eq_ellipse_prolate_vol_ch_1":318.16113,"eq_sphere_area_ch_1":1664.51927,"eq_sphere_vol_ch_1":6385.6786,"fiber_align_2_ch_3":1.41039,"fiber_align_2_ch_4":1.58422,"fiber_length_ch_1":56.42199,"fiber_width_ch_1":7.73293,"inten_cooc_asm_ch_3":0.02062,"inten_cooc_asm_ch_4":0.04191,"inten_cooc_contrast_ch_3":13.77701,"inten_cooc_contrast_ch_4":4.712,"inten_cooc_entropy_ch_3":6.92967,"inten_cooc_entropy_ch_4":6.22097,"inten_cooc_max_ch_3":0.12195,"inten_cooc_max_ch_4":0.19241,"kurt_inten_ch_1":-0.8723,"kurt_inten_ch_3":5.73591,"kurt_inten_ch_4":-0.27744,"length_ch_1":48.78421,"neighbor_avg_dist_ch_1":192.02096,"neighbor_min_dist_ch_1":31.1884,"neighbor_var_dist_ch_1":83.72671,"perim_ch_1":128.30985,"shape_bfr_ch_1":0.52473,"shape_lwr_ch_1":3.001,"shape_p_2_a_ch_1":3.00272,"skew_inten_ch_1":0.20503,"skew_inten_ch_3":2.22203,"skew_inten_ch_4":0.72754,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":31086,"total_inten_ch_2":68321,"total_inten_ch_3":12844,"total_inten_ch_4":74721,"var_inten_ch_1":46.14471,"var_inten_ch_3":37.58908,"var_inten_ch_4":174.76104,"width_ch_1":16.25599}
{"case":"Test","class":"PS","angle_ch_1":112.27945,"area_ch_1":407,"avg_inten_ch_1":80.92545,"avg_inten_ch_2":209.59897,"avg_inten_ch_3":48.64524,"avg_inten_ch_4":49.92545,"convex_hull_area_ratio_ch_1":1.20568,"convex_hull_perim_ratio_ch_1":0.87167,"diff_inten_density_ch_1":65.45251,"diff_inten_density_ch_3":49.01676,"diff_inten_density_ch_4":42.31564,"entropy_inten_ch_1":7.05517,"entropy_inten_ch_3":4.71353,"entropy_inten_ch_4":5.29495,"eq_circ_diam_ch_1":22.785,"eq_ellipse_lwr_ch_1":2.21187,"eq_ellipse_oblate_vol_ch_1":933.30991,"eq_ellipse_prolate_vol_ch_1":421.95489,"eq_sphere_area_ch_1":1630.97732,"eq_sphere_vol_ch_1":6193.63628,"fiber_align_2_ch_3":1.1915,"fiber_align_2_ch_4":1.45,"fiber_length_ch_1":43.10131,"fiber_width_ch_1":9.84317,"inten_cooc_asm_ch_3":0.16389,"inten_cooc_asm_ch_4":0.10902,"inten_cooc_contrast_ch_3":4.29545,"inten_cooc_contrast_ch_4":5.34187,"inten_cooc_entropy_ch_3":4.74281,"inten_cooc_entropy_ch_4":5.43788,"inten_cooc_max_ch_3":0.41643,"inten_cooc_max_ch_4":0.32861,"kurt_inten_ch_1":-0.31088,"kurt_inten_ch_3":3.23479,"kurt_inten_ch_4":-0.14312,"length_ch_1":38.37526,"neighbor_avg_dist_ch_1":158.52168,"neighbor_min_dist_ch_1":19.55985,"neighbor_var_dist_ch_1":77.40212,"perim_ch_1":105.88894,"shape_bfr_ch_1":0.51714,"shape_lwr_ch_1":1.86776,"shape_p_2_a_ch_1":2.10312,"skew_inten_ch_1":0.35382,"skew_inten_ch_3":1.79906,"skew_inten_ch_4":0.94236,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":31480,"total_inten_ch_2":81146,"total_inten_ch_3":18923,"total_inten_ch_4":19421,"var_inten_ch_1":42.81625,"var_inten_ch_3":71.17575,"var_inten_ch_4":56.54261,"width_ch_1":20.54616}
{"case":"Train","class":"PS","angle_ch_1":127.75848,"area_ch_1":527,"avg_inten_ch_1":23.40358,"avg_inten_ch_2":52.73956,"avg_inten_ch_3":41.66203,"avg_inten_ch_4":86.32803,"convex_hull_area_ratio_ch_1":1.53623,"convex_hull_perim_ratio_ch_1":0.74007,"diff_inten_density_ch_1":34.82927,"diff_inten_density_ch_3":33.14412,"diff_inten_density_ch_4":61.00887,"entropy_inten_ch_1":5.69969,"entropy_inten_ch_3":6.3802,"entropy_inten_ch_4":6.97355,"eq_circ_diam_ch_1":25.90945,"eq_ellipse_lwr_ch_1":3.15126,"eq_ellipse_oblate_vol_ch_1":1638.00767,"eq_ellipse_prolate_vol_ch_1":519.79383,"eq_sphere_area_ch_1":2108.95011,"eq_sphere_vol_ch_1":9106.95674,"fiber_align_2_ch_3":1.16356,"fiber_align_2_ch_4":1.83997,"fiber_length_ch_1":78.48288,"fiber_width_ch_1":7.14191,"inten_cooc_asm_ch_3":0.00879,"inten_cooc_asm_ch_4":0.01043,"inten_cooc_contrast_ch_3":13.48022,"inten_cooc_contrast_ch_4":11.15531,"inten_cooc_entropy_ch_3":7.42229,"inten_cooc_entropy_ch_4":7.27992,"inten_cooc_max_ch_3":0.05519,"inten_cooc_max_ch_4":0.06682,"kurt_inten_ch_1":1.35484,"kurt_inten_ch_3":2.58129,"kurt_inten_ch_4":-0.31933,"length_ch_1":54.31889,"neighbor_avg_dist_ch_1":284.2773,"neighbor_min_dist_ch_1":45.88906,"neighbor_var_dist_ch_1":137.03802,"perim_ch_1":171.24958,"shape_bfr_ch_1":0.40315,"shape_lwr_ch_1":2.2561,"shape_p_2_a_ch_1":4.16349,"skew_inten_ch_1":0.92788,"skew_inten_ch_3":1.345,"skew_inten_ch_4":0.59635,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":11772,"total_inten_ch_2":26026,"total_inten_ch_3":20956,"total_inten_ch_4":43423,"var_inten_ch_1":18.37889,"var_inten_ch_3":36.06192,"var_inten_ch_4":67.32933,"width_ch_1":24.07644}
{"case":"Train","class":"PS","angle_ch_1":109.56473,"area_ch_1":616,"avg_inten_ch_1":97.69898,"avg_inten_ch_2":334.79082,"avg_inten_ch_3":160.43707,"avg_inten_ch_4":439.81973,"convex_hull_area_ratio_ch_1":1.12459,"convex_hull_perim_ratio_ch_1":0.91153,"diff_inten_density_ch_1":68.33874,"diff_inten_density_ch_3":114.72973,"diff_inten_density_ch_4":254.85946,"entropy_inten_ch_1":7.06989,"entropy_inten_ch_3":6.30662,"entropy_inten_ch_4":6.65339,"eq_circ_diam_ch_1":28.01321,"eq_ellipse_lwr_ch_1":1.53724,"eq_ellipse_oblate_vol_ch_1":1445.96713,"eq_ellipse_prolate_vol_ch_1":940.62531,"eq_sphere_area_ch_1":2465.33333,"eq_sphere_vol_ch_1":11510.31701,"fiber_align_2_ch_3":1.22201,"fiber_align_2_ch_4":1.38193,"fiber_length_ch_1":40.28435,"fiber_width_ch_1":15.76793,"inten_cooc_asm_ch_3":0.08088,"inten_cooc_asm_ch_4":0.07148,"inten_cooc_contrast_ch_3":4.5728,"inten_cooc_contrast_ch_4":4.64329,"inten_cooc_entropy_ch_3":5.73906,"inten_cooc_entropy_ch_4":5.80564,"inten_cooc_max_ch_3":0.27667,"inten_cooc_max_ch_4":0.25678,"kurt_inten_ch_1":1.85478,"kurt_inten_ch_3":6.16055,"kurt_inten_ch_4":-0.52639,"length_ch_1":37.25673,"neighbor_avg_dist_ch_1":212.10023,"neighbor_min_dist_ch_1":33.89413,"neighbor_var_dist_ch_1":95.9808,"perim_ch_1":112.10456,"shape_bfr_ch_1":0.641,"shape_lwr_ch_1":1.44361,"shape_p_2_a_ch_1":1.57443,"skew_inten_ch_1":1.09284,"skew_inten_ch_3":2.0172,"skew_inten_ch_4":0.85212,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":10,"total_inten_ch_1":57447,"total_inten_ch_2":196270,"total_inten_ch_3":94337,"total_inten_ch_4":258614,"var_inten_ch_1":88.45391,"var_inten_ch_3":196.75712,"var_inten_ch_4":469.30116,"width_ch_1":25.80802}
{"case":"Test","class":"PS","angle_ch_1":145.74092,"area_ch_1":283,"avg_inten_ch_1":40.54074,"avg_inten_ch_2":12.62222,"avg_inten_ch_3":86.94074,"avg_inten_ch_4":138.53704,"convex_hull_area_ratio_ch_1":1.32463,"convex_hull_perim_ratio_ch_1":0.89254,"diff_inten_density_ch_1":46.60166,"diff_inten_density_ch_3":66.97095,"diff_inten_density_ch_4":73.6888,"entropy_inten_ch_1":6.21307,"entropy_inten_ch_3":6.77789,"entropy_inten_ch_4":6.15861,"eq_circ_diam_ch_1":18.98262,"eq_ellipse_lwr_ch_1":2.85182,"eq_ellipse_oblate_vol_ch_1":612.81305,"eq_ellipse_prolate_vol_ch_1":214.88514,"eq_sphere_area_ch_1":1132.04082,"eq_sphere_vol_ch_1":3581.51638,"fiber_align_2_ch_3":1.43157,"fiber_align_2_ch_4":1.04626,"fiber_length_ch_1":40.51871,"fiber_width_ch_1":7.43092,"inten_cooc_asm_ch_3":0.0092,"inten_cooc_asm_ch_4":0.05058,"inten_cooc_contrast_ch_3":12.83829,"inten_cooc_contrast_ch_4":4.40522,"inten_cooc_entropy_ch_3":7.23122,"inten_cooc_entropy_ch_4":5.92198,"inten_cooc_max_ch_3":0.04938,"inten_cooc_max_ch_4":0.21399,"kurt_inten_ch_1":0.7177,"kurt_inten_ch_3":-0.70236,"kurt_inten_ch_4":-1.05282,"length_ch_1":36.33582,"neighbor_avg_dist_ch_1":168.32424,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":66.50678,"perim_ch_1":95.89926,"shape_bfr_ch_1":0.52105,"shape_lwr_ch_1":2.43079,"shape_p_2_a_ch_1":2.43063,"skew_inten_ch_1":0.74342,"skew_inten_ch_3":0.52939,"skew_inten_ch_4":0.50533,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10946,"total_inten_ch_2":3139,"total_inten_ch_3":23474,"total_inten_ch_4":37405,"var_inten_ch_1":25.28995,"var_inten_ch_3":67.71074,"var_inten_ch_4":131.60146,"width_ch_1":14.94816}
{"case":"Test","class":"PS","angle_ch_1":110.97614,"area_ch_1":155,"avg_inten_ch_1":21.68919,"avg_inten_ch_2":28.56081,"avg_inten_ch_3":40.37838,"avg_inten_ch_4":113.63514,"convex_hull_area_ratio_ch_1":1.19237,"convex_hull_perim_ratio_ch_1":0.93987,"diff_inten_density_ch_1":38.45385,"diff_inten_density_ch_3":38.55385,"diff_inten_density_ch_4":57.8,"entropy_inten_ch_1":5.30293,"entropy_inten_ch_3":5.74945,"entropy_inten_ch_4":5.20892,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":2.75541,"eq_ellipse_oblate_vol_ch_1":244.45979,"eq_ellipse_prolate_vol_ch_1":88.71985,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1.77449,"fiber_align_2_ch_4":1.52792,"fiber_length_ch_1":24.11163,"fiber_width_ch_1":6.83601,"inten_cooc_asm_ch_3":0.01474,"inten_cooc_asm_ch_4":0.0661,"inten_cooc_contrast_ch_3":15.01611,"inten_cooc_contrast_ch_4":3.21571,"inten_cooc_entropy_ch_3":6.72796,"inten_cooc_entropy_ch_4":5.40139,"inten_cooc_max_ch_3":0.08955,"inten_cooc_max_ch_4":0.24627,"kurt_inten_ch_1":-0.93138,"kurt_inten_ch_3":0.69589,"kurt_inten_ch_4":-1.38905,"length_ch_1":23.23016,"neighbor_avg_dist_ch_1":186.34376,"neighbor_min_dist_ch_1":22.05353,"neighbor_var_dist_ch_1":97.0992,"perim_ch_1":61.89527,"shape_bfr_ch_1":0.61818,"shape_lwr_ch_1":2.15041,"shape_p_2_a_ch_1":1.84958,"skew_inten_ch_1":0.40639,"skew_inten_ch_3":1.2011,"skew_inten_ch_4":0.43814,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":3210,"total_inten_ch_2":4080,"total_inten_ch_3":5976,"total_inten_ch_4":16818,"var_inten_ch_1":16.68664,"var_inten_ch_3":39.66658,"var_inten_ch_4":116.17706,"width_ch_1":10.80267}
{"case":"Train","class":"PS","angle_ch_1":106.68279,"area_ch_1":458,"avg_inten_ch_1":29.34554,"avg_inten_ch_2":95.56751,"avg_inten_ch_3":57.73684,"avg_inten_ch_4":14.54005,"convex_hull_area_ratio_ch_1":1.63942,"convex_hull_perim_ratio_ch_1":0.65973,"diff_inten_density_ch_1":39.80309,"diff_inten_density_ch_3":36.80438,"diff_inten_density_ch_4":13.2471,"entropy_inten_ch_1":6.01998,"entropy_inten_ch_3":5.68294,"entropy_inten_ch_4":3.49895,"eq_circ_diam_ch_1":24.14988,"eq_ellipse_lwr_ch_1":1.66803,"eq_ellipse_oblate_vol_ch_1":965.04141,"eq_ellipse_prolate_vol_ch_1":578.55075,"eq_sphere_area_ch_1":1832.22902,"eq_sphere_vol_ch_1":7374.6846,"fiber_align_2_ch_3":1.38567,"fiber_align_2_ch_4":1.24818,"fiber_length_ch_1":77.10287,"fiber_width_ch_1":6.27733,"inten_cooc_asm_ch_3":0.08363,"inten_cooc_asm_ch_4":0.24422,"inten_cooc_contrast_ch_3":3.56757,"inten_cooc_contrast_ch_4":2.1661,"inten_cooc_entropy_ch_3":5.57074,"inten_cooc_entropy_ch_4":3.81014,"inten_cooc_max_ch_3":0.27835,"inten_cooc_max_ch_4":0.48969,"kurt_inten_ch_1":0.92414,"kurt_inten_ch_3":0.24515,"kurt_inten_ch_4":12.25824,"length_ch_1":44.61798,"neighbor_avg_dist_ch_1":280.21742,"neighbor_min_dist_ch_1":24.76265,"neighbor_var_dist_ch_1":122.45799,"perim_ch_1":166.7604,"shape_bfr_ch_1":0.35491,"shape_lwr_ch_1":1.54246,"shape_p_2_a_ch_1":4.57223,"skew_inten_ch_1":0.93461,"skew_inten_ch_3":1.02108,"skew_inten_ch_4":3.15706,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":18,"total_inten_ch_1":12824,"total_inten_ch_2":41327,"total_inten_ch_3":25231,"total_inten_ch_4":6354,"var_inten_ch_1":22.30867,"var_inten_ch_3":64.25896,"var_inten_ch_4":29.08044,"width_ch_1":28.92652}
{"case":"Test","class":"PS","angle_ch_1":127.31454,"area_ch_1":168,"avg_inten_ch_1":40.2236,"avg_inten_ch_2":100.80745,"avg_inten_ch_3":21.06832,"avg_inten_ch_4":2.37888,"convex_hull_area_ratio_ch_1":1.23521,"convex_hull_perim_ratio_ch_1":0.89532,"diff_inten_density_ch_1":62.1844,"diff_inten_density_ch_3":21.60284,"diff_inten_density_ch_4":5.51064,"entropy_inten_ch_1":6.07453,"entropy_inten_ch_3":2.45244,"entropy_inten_ch_4":2.14489,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.79712,"eq_ellipse_oblate_vol_ch_1":224.00038,"eq_ellipse_prolate_vol_ch_1":124.64417,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.36849,"fiber_align_2_ch_4":1.94271,"fiber_length_ch_1":26.35257,"fiber_width_ch_1":6.8911,"inten_cooc_asm_ch_3":0.44535,"inten_cooc_asm_ch_4":0.31124,"inten_cooc_contrast_ch_3":0.63765,"inten_cooc_contrast_ch_4":3.87571,"inten_cooc_entropy_ch_3":2.45266,"inten_cooc_entropy_ch_4":3.20013,"inten_cooc_max_ch_3":0.66906,"inten_cooc_max_ch_4":0.57343,"kurt_inten_ch_1":-0.45685,"kurt_inten_ch_3":4.59789,"kurt_inten_ch_4":7.20082,"length_ch_1":23.11197,"neighbor_avg_dist_ch_1":197.28483,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":97.49064,"perim_ch_1":66.48734,"shape_bfr_ch_1":0.49417,"shape_lwr_ch_1":1.56418,"shape_p_2_a_ch_1":1.93711,"skew_inten_ch_1":0.44744,"skew_inten_ch_3":2.32128,"skew_inten_ch_4":2.53416,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6476,"total_inten_ch_2":16070,"total_inten_ch_3":3392,"total_inten_ch_4":383,"var_inten_ch_1":28.10693,"var_inten_ch_3":44.81821,"var_inten_ch_4":4.74302,"width_ch_1":14.77578}
{"case":"Train","class":"PS","angle_ch_1":52.05724,"area_ch_1":611,"avg_inten_ch_1":24.77358,"avg_inten_ch_2":104.89708,"avg_inten_ch_3":41.61235,"avg_inten_ch_4":86.24185,"convex_hull_area_ratio_ch_1":1.10376,"convex_hull_perim_ratio_ch_1":0.85477,"diff_inten_density_ch_1":36.15041,"diff_inten_density_ch_3":39.36098,"diff_inten_density_ch_4":66.64813,"entropy_inten_ch_1":5.59193,"entropy_inten_ch_3":5.75065,"entropy_inten_ch_4":6.16774,"eq_circ_diam_ch_1":27.89385,"eq_ellipse_lwr_ch_1":1.13661,"eq_ellipse_oblate_vol_ch_1":1227.52366,"eq_ellipse_prolate_vol_ch_1":1079.98791,"eq_sphere_area_ch_1":2444.36961,"eq_sphere_vol_ch_1":11363.81429,"fiber_align_2_ch_3":1.23782,"fiber_align_2_ch_4":1.01103,"fiber_length_ch_1":41.08336,"fiber_width_ch_1":15.42937,"inten_cooc_asm_ch_3":0.06262,"inten_cooc_asm_ch_4":0.07071,"inten_cooc_contrast_ch_3":9.25365,"inten_cooc_contrast_ch_4":7.1664,"inten_cooc_entropy_ch_3":6.21571,"inten_cooc_entropy_ch_4":6.06377,"inten_cooc_max_ch_3":0.24497,"inten_cooc_max_ch_4":0.2596,"kurt_inten_ch_1":0.02989,"kurt_inten_ch_3":0.3627,"kurt_inten_ch_4":-0.03223,"length_ch_1":34.21225,"neighbor_avg_dist_ch_1":166.4331,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":74.38652,"perim_ch_1":113.02547,"shape_bfr_ch_1":0.6395,"shape_lwr_ch_1":1.22489,"shape_p_2_a_ch_1":1.60371,"skew_inten_ch_1":0.80914,"skew_inten_ch_3":1.01363,"skew_inten_ch_4":0.83345,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":6,"total_inten_ch_1":14443,"total_inten_ch_2":60573,"total_inten_ch_3":24260,"total_inten_ch_4":50279,"var_inten_ch_1":22.47194,"var_inten_ch_3":43.80842,"var_inten_ch_4":86.51373,"width_ch_1":27.93092}
{"case":"Test","class":"PS","angle_ch_1":109.26666,"area_ch_1":177,"avg_inten_ch_1":22.02367,"avg_inten_ch_2":2.88166,"avg_inten_ch_3":22.60355,"avg_inten_ch_4":51.11834,"convex_hull_area_ratio_ch_1":1.1532,"convex_hull_perim_ratio_ch_1":0.85588,"diff_inten_density_ch_1":34.75251,"diff_inten_density_ch_3":18.51839,"diff_inten_density_ch_4":25.7893,"entropy_inten_ch_1":5.41733,"entropy_inten_ch_3":4.80613,"entropy_inten_ch_4":5.00125,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":1.24144,"eq_ellipse_oblate_vol_ch_1":200.22338,"eq_ellipse_prolate_vol_ch_1":161.28294,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.16222,"fiber_align_2_ch_4":1.21178,"fiber_length_ch_1":25.54081,"fiber_width_ch_1":7.36662,"inten_cooc_asm_ch_3":0.05607,"inten_cooc_asm_ch_4":0.08642,"inten_cooc_contrast_ch_3":5.26152,"inten_cooc_contrast_ch_4":2.32897,"inten_cooc_entropy_ch_3":5.55355,"inten_cooc_entropy_ch_4":5.23214,"inten_cooc_max_ch_3":0.22819,"inten_cooc_max_ch_4":0.28,"kurt_inten_ch_1":-0.66201,"kurt_inten_ch_3":0.58266,"kurt_inten_ch_4":-1.02339,"length_ch_1":19.80819,"neighbor_avg_dist_ch_1":214.00144,"neighbor_min_dist_ch_1":18.79464,"neighbor_var_dist_ch_1":102.81341,"perim_ch_1":65.81485,"shape_bfr_ch_1":0.53037,"shape_lwr_ch_1":1.17474,"shape_p_2_a_ch_1":1.83203,"skew_inten_ch_1":0.44491,"skew_inten_ch_3":1.04838,"skew_inten_ch_4":0.62901,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":3722,"total_inten_ch_2":319,"total_inten_ch_3":3820,"total_inten_ch_4":8639,"var_inten_ch_1":16.76039,"var_inten_ch_3":24.88606,"var_inten_ch_4":53.99856,"width_ch_1":16.86179}
{"case":"Train","class":"PS","angle_ch_1":55.59077,"area_ch_1":156,"avg_inten_ch_1":40.04027,"avg_inten_ch_2":3.08725,"avg_inten_ch_3":91.28188,"avg_inten_ch_4":42.96644,"convex_hull_area_ratio_ch_1":1.09295,"convex_hull_perim_ratio_ch_1":0.89974,"diff_inten_density_ch_1":40.84211,"diff_inten_density_ch_3":44.26316,"diff_inten_density_ch_4":32.46617,"entropy_inten_ch_1":5.99321,"entropy_inten_ch_3":6.45576,"entropy_inten_ch_4":4.93756,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.54063,"eq_ellipse_oblate_vol_ch_1":184.65025,"eq_ellipse_prolate_vol_ch_1":119.85385,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.4999,"fiber_align_2_ch_4":1.34081,"fiber_length_ch_1":19.41964,"fiber_width_ch_1":8.42019,"inten_cooc_asm_ch_3":0.00941,"inten_cooc_asm_ch_4":0.06541,"inten_cooc_contrast_ch_3":11.20472,"inten_cooc_contrast_ch_4":6.7881,"inten_cooc_entropy_ch_3":6.93046,"inten_cooc_entropy_ch_4":5.74972,"inten_cooc_max_ch_3":0.02273,"inten_cooc_max_ch_4":0.25373,"kurt_inten_ch_1":0.54345,"kurt_inten_ch_3":-0.36983,"kurt_inten_ch_4":0.50246,"length_ch_1":19.3002,"neighbor_avg_dist_ch_1":261.15395,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":128.89536,"perim_ch_1":55.67965,"shape_bfr_ch_1":0.59267,"shape_lwr_ch_1":1.41356,"shape_p_2_a_ch_1":1.50875,"skew_inten_ch_1":0.58541,"skew_inten_ch_3":0.114,"skew_inten_ch_4":0.98011,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5966,"total_inten_ch_2":312,"total_inten_ch_3":13601,"total_inten_ch_4":6402,"var_inten_ch_1":22.48038,"var_inten_ch_3":45.76319,"var_inten_ch_4":42.82482,"width_ch_1":13.65365}
{"case":"Test","class":"PS","angle_ch_1":62.30095,"area_ch_1":192,"avg_inten_ch_1":42.3587,"avg_inten_ch_2":3.51087,"avg_inten_ch_3":24.20652,"avg_inten_ch_4":50.79348,"convex_hull_area_ratio_ch_1":1.13222,"convex_hull_perim_ratio_ch_1":0.90473,"diff_inten_density_ch_1":46.09422,"diff_inten_density_ch_3":21.0304,"diff_inten_density_ch_4":30.37994,"entropy_inten_ch_1":6.19787,"entropy_inten_ch_3":5.48043,"entropy_inten_ch_4":5.80645,"eq_circ_diam_ch_1":15.67051,"eq_ellipse_lwr_ch_1":1.698,"eq_ellipse_oblate_vol_ch_1":266.02175,"eq_ellipse_prolate_vol_ch_1":156.66769,"eq_sphere_area_ch_1":771.46485,"eq_sphere_vol_ch_1":2014.87464,"fiber_align_2_ch_3":1.54534,"fiber_align_2_ch_4":1.53834,"fiber_length_ch_1":23.82883,"fiber_width_ch_1":8.56669,"inten_cooc_asm_ch_3":0.01145,"inten_cooc_asm_ch_4":0.01861,"inten_cooc_contrast_ch_3":16.14329,"inten_cooc_contrast_ch_4":9.62581,"inten_cooc_entropy_ch_3":6.94041,"inten_cooc_entropy_ch_4":6.78324,"inten_cooc_max_ch_3":0.06667,"inten_cooc_max_ch_4":0.12121,"kurt_inten_ch_1":-0.04304,"kurt_inten_ch_3":-0.60627,"kurt_inten_ch_4":-1.11006,"length_ch_1":23.40979,"neighbor_avg_dist_ch_1":226.28725,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":100.6997,"perim_ch_1":64.79104,"shape_bfr_ch_1":0.57615,"shape_lwr_ch_1":1.63709,"shape_p_2_a_ch_1":1.63645,"skew_inten_ch_1":0.59718,"skew_inten_ch_3":0.47232,"skew_inten_ch_4":-0.0646,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":7794,"total_inten_ch_2":463,"total_inten_ch_3":4454,"total_inten_ch_4":9346,"var_inten_ch_1":28.51509,"var_inten_ch_3":18.00002,"var_inten_ch_4":34.4852,"width_ch_1":14.29966}
{"case":"Train","class":"PS","angle_ch_1":89.21862,"area_ch_1":168,"avg_inten_ch_1":42.70807,"avg_inten_ch_2":228.93168,"avg_inten_ch_3":1.63354,"avg_inten_ch_4":86.72671,"convex_hull_area_ratio_ch_1":1.05389,"convex_hull_perim_ratio_ch_1":0.96692,"diff_inten_density_ch_1":49.5802,"diff_inten_density_ch_3":4.54266,"diff_inten_density_ch_4":62.18089,"entropy_inten_ch_1":6.04556,"entropy_inten_ch_3":1.26803,"entropy_inten_ch_4":3.45432,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.30676,"eq_ellipse_oblate_vol_ch_1":191.01118,"eq_ellipse_prolate_vol_ch_1":146.17124,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.56545,"fiber_length_ch_1":13.04604,"fiber_width_ch_1":13.04604,"inten_cooc_asm_ch_3":0.59597,"inten_cooc_asm_ch_4":0.3121,"inten_cooc_contrast_ch_3":0.74357,"inten_cooc_contrast_ch_4":1.25359,"inten_cooc_entropy_ch_3":1.55644,"inten_cooc_entropy_ch_4":3.33267,"inten_cooc_max_ch_3":0.77181,"inten_cooc_max_ch_4":0.55556,"kurt_inten_ch_1":-0.16931,"kurt_inten_ch_3":17.57736,"kurt_inten_ch_4":0.32505,"length_ch_1":17.40314,"neighbor_avg_dist_ch_1":225.63573,"neighbor_min_dist_ch_1":22.52381,"neighbor_var_dist_ch_1":121.02773,"perim_ch_1":52.18415,"shape_bfr_ch_1":0.78313,"shape_lwr_ch_1":1.40548,"shape_p_2_a_ch_1":1.23797,"skew_inten_ch_1":0.36899,"skew_inten_ch_3":3.88945,"skew_inten_ch_4":1.3001,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6876,"total_inten_ch_2":36698,"total_inten_ch_3":263,"total_inten_ch_4":13963,"var_inten_ch_1":25.16323,"var_inten_ch_3":4.94402,"var_inten_ch_4":132.29376,"width_ch_1":12.3823}
{"case":"Train","class":"PS","angle_ch_1":142.63769,"area_ch_1":155,"avg_inten_ch_1":163.57432,"avg_inten_ch_2":104.12162,"avg_inten_ch_3":356.39189,"avg_inten_ch_4":456.98649,"convex_hull_area_ratio_ch_1":1.11006,"convex_hull_perim_ratio_ch_1":0.95592,"diff_inten_density_ch_1":91.77567,"diff_inten_density_ch_3":215.1749,"diff_inten_density_ch_4":251.46388,"entropy_inten_ch_1":6.86651,"entropy_inten_ch_3":6.98304,"entropy_inten_ch_4":6.63184,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":1.55291,"eq_ellipse_oblate_vol_ch_1":183.5218,"eq_ellipse_prolate_vol_ch_1":118.17908,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1.69132,"fiber_align_2_ch_4":1.31068,"fiber_length_ch_1":17.8539,"fiber_width_ch_1":9.33474,"inten_cooc_asm_ch_3":0.00914,"inten_cooc_asm_ch_4":0.01601,"inten_cooc_contrast_ch_3":10.29681,"inten_cooc_contrast_ch_4":5.17939,"inten_cooc_entropy_ch_3":7.00441,"inten_cooc_entropy_ch_4":6.48623,"inten_cooc_max_ch_3":0.0229,"inten_cooc_max_ch_4":0.09091,"kurt_inten_ch_1":0.49165,"kurt_inten_ch_3":-0.13172,"kurt_inten_ch_4":-0.39393,"length_ch_1":18.03422,"neighbor_avg_dist_ch_1":212.86269,"neighbor_min_dist_ch_1":14.55107,"neighbor_var_dist_ch_1":120.7724,"perim_ch_1":54.37729,"shape_bfr_ch_1":0.63754,"shape_lwr_ch_1":1.33659,"shape_p_2_a_ch_1":1.41185,"skew_inten_ch_1":0.55707,"skew_inten_ch_3":0.4701,"skew_inten_ch_4":0.66972,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":24209,"total_inten_ch_2":15263,"total_inten_ch_3":52746,"total_inten_ch_4":67634,"var_inten_ch_1":97.56703,"var_inten_ch_3":234.095,"var_inten_ch_4":356.96724,"width_ch_1":13.49267}
{"case":"Test","class":"PS","angle_ch_1":94.3075,"area_ch_1":1666,"avg_inten_ch_1":28.02075,"avg_inten_ch_2":16.15409,"avg_inten_ch_3":17.51698,"avg_inten_ch_4":8.22264,"convex_hull_area_ratio_ch_1":1.24055,"convex_hull_perim_ratio_ch_1":0.66952,"diff_inten_density_ch_1":38.78349,"diff_inten_density_ch_3":21.87203,"diff_inten_density_ch_4":15.87538,"entropy_inten_ch_1":5.86262,"entropy_inten_ch_3":5.10542,"entropy_inten_ch_4":4.14707,"eq_circ_diam_ch_1":46.06518,"eq_ellipse_lwr_ch_1":3.25144,"eq_ellipse_oblate_vol_ch_1":9350.93759,"eq_ellipse_prolate_vol_ch_1":2875.93665,"eq_sphere_area_ch_1":6666.46259,"eq_sphere_vol_ch_1":51181.96816,"fiber_align_2_ch_3":1.2527,"fiber_align_2_ch_4":1,"fiber_length_ch_1":145.29039,"fiber_width_ch_1":11.83165,"inten_cooc_asm_ch_3":0.02991,"inten_cooc_asm_ch_4":0.03813,"inten_cooc_contrast_ch_3":17.37714,"inten_cooc_contrast_ch_4":30.4705,"inten_cooc_entropy_ch_3":6.94523,"inten_cooc_entropy_ch_4":6.67916,"inten_cooc_max_ch_3":0.16248,"inten_cooc_max_ch_4":0.18256,"kurt_inten_ch_1":0.22612,"kurt_inten_ch_3":0.81413,"kurt_inten_ch_4":0.65106,"length_ch_1":93.28799,"neighbor_avg_dist_ch_1":220.4071,"neighbor_min_dist_ch_1":28.11285,"neighbor_var_dist_ch_1":113.60425,"perim_ch_1":314.24408,"shape_bfr_ch_1":0.5498,"shape_lwr_ch_1":2.8709,"shape_p_2_a_ch_1":4.5713,"skew_inten_ch_1":0.79148,"skew_inten_ch_3":1.08782,"skew_inten_ch_4":1.09258,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":34,"total_inten_ch_1":44553,"total_inten_ch_2":24096,"total_inten_ch_3":27852,"total_inten_ch_4":13074,"var_inten_ch_1":23.90935,"var_inten_ch_3":17.80229,"var_inten_ch_4":9.10426,"width_ch_1":32.49432}
{"case":"Test","class":"WS","angle_ch_1":33.32936,"area_ch_1":171,"avg_inten_ch_1":170.9939,"avg_inten_ch_2":370.46341,"avg_inten_ch_3":6.70732,"avg_inten_ch_4":8.29268,"convex_hull_area_ratio_ch_1":1.02326,"convex_hull_perim_ratio_ch_1":0.98198,"diff_inten_density_ch_1":72.94631,"diff_inten_density_ch_3":6.71812,"diff_inten_density_ch_4":10.05369,"entropy_inten_ch_1":6.86652,"entropy_inten_ch_3":1.07791,"entropy_inten_ch_4":1.6221,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":1.25596,"eq_ellipse_oblate_vol_ch_1":192.51962,"eq_ellipse_prolate_vol_ch_1":153.285,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.32727,"fiber_align_2_ch_4":1.44328,"fiber_length_ch_1":12.95821,"fiber_width_ch_1":12.95821,"inten_cooc_asm_ch_3":0.75253,"inten_cooc_asm_ch_4":0.6356,"inten_cooc_contrast_ch_3":0.09374,"inten_cooc_contrast_ch_4":0.31838,"inten_cooc_entropy_ch_3":0.95858,"inten_cooc_entropy_ch_4":1.54239,"inten_cooc_max_ch_3":0.87162,"inten_cooc_max_ch_4":0.80405,"kurt_inten_ch_1":-0.7947,"kurt_inten_ch_3":15.81672,"kurt_inten_ch_4":4.82235,"length_ch_1":18.45662,"neighbor_avg_dist_ch_1":214.59646,"neighbor_min_dist_ch_1":21.98212,"neighbor_var_dist_ch_1":103.52043,"perim_ch_1":51.83283,"shape_bfr_ch_1":0.6298,"shape_lwr_ch_1":1.24804,"shape_p_2_a_ch_1":1.18585,"skew_inten_ch_1":-0.2305,"skew_inten_ch_3":3.9748,"skew_inten_ch_4":2.45619,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":28043,"total_inten_ch_2":60593,"total_inten_ch_3":1100,"total_inten_ch_4":1360,"var_inten_ch_1":79.97191,"var_inten_ch_3":22.67049,"var_inten_ch_4":20.3859,"width_ch_1":14.78854}
{"case":"Train","class":"PS","angle_ch_1":102.3236,"area_ch_1":172,"avg_inten_ch_1":68.10303,"avg_inten_ch_2":52.21818,"avg_inten_ch_3":173.72727,"avg_inten_ch_4":73.50909,"convex_hull_area_ratio_ch_1":1.4993,"convex_hull_perim_ratio_ch_1":0.83849,"diff_inten_density_ch_1":77.4911,"diff_inten_density_ch_3":175.24199,"diff_inten_density_ch_4":68.9573,"entropy_inten_ch_1":6.23193,"entropy_inten_ch_3":6.30786,"entropy_inten_ch_4":3.68775,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.78982,"eq_ellipse_oblate_vol_ch_1":231.9272,"eq_ellipse_prolate_vol_ch_1":129.58157,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.68396,"fiber_align_2_ch_4":1.78998,"fiber_length_ch_1":35.67769,"fiber_width_ch_1":5.28093,"inten_cooc_asm_ch_3":0.0238,"inten_cooc_asm_ch_4":0.23773,"inten_cooc_contrast_ch_3":10.62999,"inten_cooc_contrast_ch_4":3.01282,"inten_cooc_entropy_ch_3":6.47551,"inten_cooc_entropy_ch_4":3.91377,"inten_cooc_max_ch_3":0.12857,"inten_cooc_max_ch_4":0.49645,"kurt_inten_ch_1":3.04997,"kurt_inten_ch_3":1.90346,"kurt_inten_ch_4":0.06741,"length_ch_1":24.97166,"neighbor_avg_dist_ch_1":239.08068,"neighbor_min_dist_ch_1":28.44643,"neighbor_var_dist_ch_1":120.57734,"perim_ch_1":81.91725,"shape_bfr_ch_1":0.36509,"shape_lwr_ch_1":1.31635,"shape_p_2_a_ch_1":2.8342,"skew_inten_ch_1":1.79327,"skew_inten_ch_3":1.49999,"skew_inten_ch_4":1.19398,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11237,"total_inten_ch_2":8452,"total_inten_ch_3":28665,"total_inten_ch_4":12129,"var_inten_ch_1":74.73781,"var_inten_ch_3":189.50476,"var_inten_ch_4":105.90359,"width_ch_1":18.97035}
{"case":"Train","class":"PS","angle_ch_1":128.97995,"area_ch_1":414,"avg_inten_ch_1":716.59241,"avg_inten_ch_2":125.14177,"avg_inten_ch_3":128.5519,"avg_inten_ch_4":136.58481,"convex_hull_area_ratio_ch_1":1.18577,"convex_hull_perim_ratio_ch_1":0.95891,"diff_inten_density_ch_1":241.95592,"diff_inten_density_ch_3":135.29752,"diff_inten_density_ch_4":79.43802,"entropy_inten_ch_1":8.28322,"entropy_inten_ch_3":3.6406,"entropy_inten_ch_4":6.7596,"eq_circ_diam_ch_1":22.96005,"eq_ellipse_lwr_ch_1":2.99477,"eq_ellipse_oblate_vol_ch_1":1111.21775,"eq_ellipse_prolate_vol_ch_1":371.05238,"eq_sphere_area_ch_1":1656.13379,"eq_sphere_vol_ch_1":6337.48492,"fiber_align_2_ch_3":1.04191,"fiber_align_2_ch_4":1.69799,"fiber_length_ch_1":43.94146,"fiber_width_ch_1":9.88754,"inten_cooc_asm_ch_3":0.30362,"inten_cooc_asm_ch_4":0.02724,"inten_cooc_contrast_ch_3":1.59589,"inten_cooc_contrast_ch_4":8.38631,"inten_cooc_entropy_ch_3":3.44394,"inten_cooc_entropy_ch_4":6.67046,"inten_cooc_max_ch_3":0.5467,"inten_cooc_max_ch_4":0.14286,"kurt_inten_ch_1":-1.03044,"kurt_inten_ch_3":6.5836,"kurt_inten_ch_4":-0.40197,"length_ch_1":44.94062,"neighbor_avg_dist_ch_1":188.47975,"neighbor_min_dist_ch_1":35.76013,"neighbor_var_dist_ch_1":84.76858,"perim_ch_1":107.658,"shape_bfr_ch_1":0.52617,"shape_lwr_ch_1":2.56668,"shape_p_2_a_ch_1":2.12284,"skew_inten_ch_1":-0.06912,"skew_inten_ch_3":2.68456,"skew_inten_ch_4":0.48693,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":10,"total_inten_ch_1":283054,"total_inten_ch_2":49037,"total_inten_ch_3":50778,"total_inten_ch_4":53951,"var_inten_ch_1":328.84876,"var_inten_ch_3":293.04692,"var_inten_ch_4":108.89086,"width_ch_1":17.50925}
{"case":"Test","class":"PS","angle_ch_1":109.00059,"area_ch_1":497,"avg_inten_ch_1":71.08421,"avg_inten_ch_2":103.2,"avg_inten_ch_3":40.90105,"avg_inten_ch_4":2.11579,"convex_hull_area_ratio_ch_1":1.07387,"convex_hull_perim_ratio_ch_1":0.88933,"diff_inten_density_ch_1":60.8139,"diff_inten_density_ch_3":42.42152,"diff_inten_density_ch_4":4.75112,"entropy_inten_ch_1":6.98639,"entropy_inten_ch_3":5.16232,"entropy_inten_ch_4":1.08271,"eq_circ_diam_ch_1":25.17799,"eq_ellipse_lwr_ch_1":1.36443,"eq_ellipse_oblate_vol_ch_1":989.09245,"eq_ellipse_prolate_vol_ch_1":724.91493,"eq_sphere_area_ch_1":1991.55329,"eq_sphere_vol_ch_1":8357.2176,"fiber_align_2_ch_3":1.18553,"fiber_align_2_ch_4":1.50932,"fiber_length_ch_1":33.48909,"fiber_width_ch_1":15.36015,"inten_cooc_asm_ch_3":0.09565,"inten_cooc_asm_ch_4":0.71417,"inten_cooc_contrast_ch_3":5.80566,"inten_cooc_contrast_ch_4":0.26236,"inten_cooc_entropy_ch_3":5.52475,"inten_cooc_entropy_ch_4":1.12784,"inten_cooc_max_ch_3":0.31473,"inten_cooc_max_ch_4":0.84375,"kurt_inten_ch_1":1.98349,"kurt_inten_ch_3":3.46737,"kurt_inten_ch_4":34.07562,"length_ch_1":32.07275,"neighbor_avg_dist_ch_1":235.84626,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":111.23631,"perim_ch_1":97.69846,"shape_bfr_ch_1":0.62865,"shape_lwr_ch_1":1.29882,"shape_p_2_a_ch_1":1.47661,"skew_inten_ch_1":1.18885,"skew_inten_ch_3":1.85066,"skew_inten_ch_4":5.40323,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":11,"total_inten_ch_1":33765,"total_inten_ch_2":48546,"total_inten_ch_3":19428,"total_inten_ch_4":1005,"var_inten_ch_1":45.55419,"var_inten_ch_3":56.78136,"var_inten_ch_4":8.22533,"width_ch_1":24.69383}
{"case":"Test","class":"PS","angle_ch_1":115.55475,"area_ch_1":233,"avg_inten_ch_1":174.26457,"avg_inten_ch_2":121.52915,"avg_inten_ch_3":420.55157,"avg_inten_ch_4":65.5426,"convex_hull_area_ratio_ch_1":1.67735,"convex_hull_perim_ratio_ch_1":0.82661,"diff_inten_density_ch_1":193.03101,"diff_inten_density_ch_3":446.92248,"diff_inten_density_ch_4":65.56331,"entropy_inten_ch_1":7.31084,"entropy_inten_ch_3":7.52444,"entropy_inten_ch_4":5.36529,"eq_circ_diam_ch_1":17.25149,"eq_ellipse_lwr_ch_1":2.61411,"eq_ellipse_oblate_vol_ch_1":440.39312,"eq_ellipse_prolate_vol_ch_1":168.4679,"eq_sphere_area_ch_1":934.98186,"eq_sphere_vol_ch_1":2688.30531,"fiber_align_2_ch_3":1.43328,"fiber_align_2_ch_4":1.82116,"fiber_length_ch_1":42.88962,"fiber_width_ch_1":5.90817,"inten_cooc_asm_ch_3":0.00658,"inten_cooc_asm_ch_4":0.05982,"inten_cooc_contrast_ch_3":17.54908,"inten_cooc_contrast_ch_4":8.5711,"inten_cooc_entropy_ch_3":7.45127,"inten_cooc_entropy_ch_4":5.88075,"inten_cooc_max_ch_3":0.01554,"inten_cooc_max_ch_4":0.25773,"kurt_inten_ch_1":1.08719,"kurt_inten_ch_3":1.18864,"kurt_inten_ch_4":0.94876,"length_ch_1":31.16204,"neighbor_avg_dist_ch_1":157.90739,"neighbor_min_dist_ch_1":28.7397,"neighbor_var_dist_ch_1":72.557,"perim_ch_1":97.59557,"shape_bfr_ch_1":0.44905,"shape_lwr_ch_1":1.86553,"shape_p_2_a_ch_1":2.99118,"skew_inten_ch_1":1.18796,"skew_inten_ch_3":1.2369,"skew_inten_ch_4":1.16141,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":38861,"total_inten_ch_2":26879,"total_inten_ch_3":93783,"total_inten_ch_4":14616,"var_inten_ch_1":145.81774,"var_inten_ch_3":360.13945,"var_inten_ch_4":73.8425,"width_ch_1":16.70412}
{"case":"Test","class":"WS","angle_ch_1":74.64023,"area_ch_1":176,"avg_inten_ch_1":158.9881,"avg_inten_ch_2":450,"avg_inten_ch_3":286.81548,"avg_inten_ch_4":467.98214,"convex_hull_area_ratio_ch_1":1.03546,"convex_hull_perim_ratio_ch_1":0.9625,"diff_inten_density_ch_1":101.125,"diff_inten_density_ch_3":205.73026,"diff_inten_density_ch_4":285.40789,"entropy_inten_ch_1":6.93836,"entropy_inten_ch_3":7.01601,"entropy_inten_ch_4":6.85177,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":1.65218,"eq_ellipse_oblate_vol_ch_1":228.93634,"eq_ellipse_prolate_vol_ch_1":138.56585,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.534,"fiber_align_2_ch_4":1.01296,"fiber_length_ch_1":15.63972,"fiber_width_ch_1":11.81241,"inten_cooc_asm_ch_3":0.01031,"inten_cooc_asm_ch_4":0.01069,"inten_cooc_contrast_ch_3":8.27222,"inten_cooc_contrast_ch_4":15.48827,"inten_cooc_entropy_ch_3":6.92012,"inten_cooc_entropy_ch_4":7.02786,"inten_cooc_max_ch_3":0.04698,"inten_cooc_max_ch_4":0.05806,"kurt_inten_ch_1":4.21107,"kurt_inten_ch_3":3.97351,"kurt_inten_ch_4":0.72482,"length_ch_1":20.38469,"neighbor_avg_dist_ch_1":233.9603,"neighbor_min_dist_ch_1":27.47169,"neighbor_var_dist_ch_1":123.23638,"perim_ch_1":54.90426,"shape_bfr_ch_1":0.6543,"shape_lwr_ch_1":1.54397,"shape_p_2_a_ch_1":1.29847,"skew_inten_ch_1":2.04828,"skew_inten_ch_3":2.02749,"skew_inten_ch_4":0.7246,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":26710,"total_inten_ch_2":75433,"total_inten_ch_3":48185,"total_inten_ch_4":78621,"var_inten_ch_1":147.1732,"var_inten_ch_3":333.92587,"var_inten_ch_4":300.3312,"width_ch_1":13.20282}
{"case":"Train","class":"WS","angle_ch_1":88.31839,"area_ch_1":164,"avg_inten_ch_1":116.59236,"avg_inten_ch_2":347.69427,"avg_inten_ch_3":200.46497,"avg_inten_ch_4":493.75159,"convex_hull_area_ratio_ch_1":1.04559,"convex_hull_perim_ratio_ch_1":0.96444,"diff_inten_density_ch_1":69.16961,"diff_inten_density_ch_3":118.59011,"diff_inten_density_ch_4":217.12014,"entropy_inten_ch_1":6.59854,"entropy_inten_ch_3":6.92351,"entropy_inten_ch_4":6.60604,"eq_circ_diam_ch_1":14.47518,"eq_ellipse_lwr_ch_1":1.72351,"eq_ellipse_oblate_vol_ch_1":211.24096,"eq_ellipse_prolate_vol_ch_1":122.56428,"eq_sphere_area_ch_1":658.26077,"eq_sphere_vol_ch_1":1588.07414,"fiber_align_2_ch_3":1.04142,"fiber_align_2_ch_4":1.02986,"fiber_length_ch_1":15.08836,"fiber_width_ch_1":11.42779,"inten_cooc_asm_ch_3":0.00896,"inten_cooc_asm_ch_4":0.01887,"inten_cooc_contrast_ch_3":22.44504,"inten_cooc_contrast_ch_4":7.1831,"inten_cooc_entropy_ch_3":7.22285,"inten_cooc_entropy_ch_4":6.59749,"inten_cooc_max_ch_3":0.05556,"inten_cooc_max_ch_4":0.11511,"kurt_inten_ch_1":-0.65912,"kurt_inten_ch_3":-0.34061,"kurt_inten_ch_4":-1.25307,"length_ch_1":18.6009,"neighbor_avg_dist_ch_1":163.14534,"neighbor_min_dist_ch_1":28.95771,"neighbor_var_dist_ch_1":68.8555,"perim_ch_1":53.0323,"shape_bfr_ch_1":0.77353,"shape_lwr_ch_1":1.62633,"shape_p_2_a_ch_1":1.29797,"skew_inten_ch_1":-0.11185,"skew_inten_ch_3":0.48628,"skew_inten_ch_4":-0.16732,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":18305,"total_inten_ch_2":54432,"total_inten_ch_3":31473,"total_inten_ch_4":77519,"var_inten_ch_1":54.15488,"var_inten_ch_3":100.05123,"var_inten_ch_4":342.03677,"width_ch_1":11.43732}
{"case":"Train","class":"PS","angle_ch_1":58.89821,"area_ch_1":177,"avg_inten_ch_1":37.77515,"avg_inten_ch_2":117.09467,"avg_inten_ch_3":68.09467,"avg_inten_ch_4":72.32544,"convex_hull_area_ratio_ch_1":1.27374,"convex_hull_perim_ratio_ch_1":0.86323,"diff_inten_density_ch_1":49.61695,"diff_inten_density_ch_3":60.82373,"diff_inten_density_ch_4":65.02712,"entropy_inten_ch_1":6.00969,"entropy_inten_ch_3":5.52453,"entropy_inten_ch_4":6.03913,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":1.38703,"eq_ellipse_oblate_vol_ch_1":211.63865,"eq_ellipse_prolate_vol_ch_1":152.58373,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.57324,"fiber_align_2_ch_4":1.02986,"fiber_length_ch_1":31.31003,"fiber_width_ch_1":5.9925,"inten_cooc_asm_ch_3":0.05515,"inten_cooc_asm_ch_4":0.01179,"inten_cooc_contrast_ch_3":7.09089,"inten_cooc_contrast_ch_4":16.03007,"inten_cooc_entropy_ch_3":5.86724,"inten_cooc_entropy_ch_4":6.96783,"inten_cooc_max_ch_3":0.23026,"inten_cooc_max_ch_4":0.07692,"kurt_inten_ch_1":0.87209,"kurt_inten_ch_3":0.69966,"kurt_inten_ch_4":-0.7147,"length_ch_1":22.30687,"neighbor_avg_dist_ch_1":196.18083,"neighbor_min_dist_ch_1":29.13813,"neighbor_var_dist_ch_1":110.36821,"perim_ch_1":74.60506,"shape_bfr_ch_1":0.44794,"shape_lwr_ch_1":1.25827,"shape_p_2_a_ch_1":2.36066,"skew_inten_ch_1":1.04296,"skew_inten_ch_3":1.19696,"skew_inten_ch_4":0.45213,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6384,"total_inten_ch_2":19621,"total_inten_ch_3":11508,"total_inten_ch_4":12223,"var_inten_ch_1":29.69524,"var_inten_ch_3":77.3115,"var_inten_ch_4":55.38083,"width_ch_1":17.72822}
{"case":"Test","class":"WS","angle_ch_1":154.07088,"area_ch_1":160,"avg_inten_ch_1":124.71895,"avg_inten_ch_2":295.96732,"avg_inten_ch_3":96.05882,"avg_inten_ch_4":226.08497,"convex_hull_area_ratio_ch_1":1.04702,"convex_hull_perim_ratio_ch_1":0.97225,"diff_inten_density_ch_1":58.93502,"diff_inten_density_ch_3":53.11552,"diff_inten_density_ch_4":99.66426,"entropy_inten_ch_1":6.71305,"entropy_inten_ch_3":6.63396,"entropy_inten_ch_4":6.94687,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":1.73666,"eq_ellipse_oblate_vol_ch_1":203.99357,"eq_ellipse_prolate_vol_ch_1":117.46295,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.44846,"fiber_align_2_ch_4":1.35862,"fiber_length_ch_1":12.8961,"fiber_width_ch_1":12.8961,"inten_cooc_asm_ch_3":0.00881,"inten_cooc_asm_ch_4":0.0084,"inten_cooc_contrast_ch_3":11.70318,"inten_cooc_contrast_ch_4":11.5951,"inten_cooc_entropy_ch_3":7.07486,"inten_cooc_entropy_ch_4":7.0996,"inten_cooc_max_ch_3":0.0292,"inten_cooc_max_ch_4":0.0219,"kurt_inten_ch_1":-0.85289,"kurt_inten_ch_3":0.21435,"kurt_inten_ch_4":0.29821,"length_ch_1":19.20867,"neighbor_avg_dist_ch_1":217.87412,"neighbor_min_dist_ch_1":13.92532,"neighbor_var_dist_ch_1":97.01296,"perim_ch_1":51.58441,"shape_bfr_ch_1":0.70348,"shape_lwr_ch_1":1.61851,"shape_p_2_a_ch_1":1.26656,"skew_inten_ch_1":-0.19043,"skew_inten_ch_3":0.66038,"skew_inten_ch_4":0.7279,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":19082,"total_inten_ch_2":45131,"total_inten_ch_3":14697,"total_inten_ch_4":34591,"var_inten_ch_1":51.16799,"var_inten_ch_3":58.47152,"var_inten_ch_4":110.06848,"width_ch_1":11.86809}
{"case":"Test","class":"PS","angle_ch_1":71.01487,"area_ch_1":210,"avg_inten_ch_1":113.74129,"avg_inten_ch_2":317.84577,"avg_inten_ch_3":11.99502,"avg_inten_ch_4":76.92537,"convex_hull_area_ratio_ch_1":1.0619,"convex_hull_perim_ratio_ch_1":0.94856,"diff_inten_density_ch_1":63.58311,"diff_inten_density_ch_3":14.34605,"diff_inten_density_ch_4":61.20708,"entropy_inten_ch_1":6.87342,"entropy_inten_ch_3":1.97665,"entropy_inten_ch_4":4.19264,"eq_circ_diam_ch_1":16.37843,"eq_ellipse_lwr_ch_1":1.60213,"eq_ellipse_oblate_vol_ch_1":295.02864,"eq_ellipse_prolate_vol_ch_1":184.14804,"eq_sphere_area_ch_1":842.7415,"eq_sphere_vol_ch_1":2300.46369,"fiber_align_2_ch_3":1.78469,"fiber_align_2_ch_4":1.6349,"fiber_length_ch_1":18.60377,"fiber_width_ch_1":11.83196,"inten_cooc_asm_ch_3":0.54189,"inten_cooc_asm_ch_4":0.23015,"inten_cooc_contrast_ch_3":0.61824,"inten_cooc_contrast_ch_4":2.8697,"inten_cooc_entropy_ch_3":1.94664,"inten_cooc_entropy_ch_4":4.10638,"inten_cooc_max_ch_3":0.73333,"inten_cooc_max_ch_4":0.47778,"kurt_inten_ch_1":-0.14099,"kurt_inten_ch_3":7.14144,"kurt_inten_ch_4":1.69318,"length_ch_1":20.9966,"neighbor_avg_dist_ch_1":156.20786,"neighbor_min_dist_ch_1":16.50843,"neighbor_var_dist_ch_1":79.13365,"perim_ch_1":60.87146,"shape_bfr_ch_1":0.72097,"shape_lwr_ch_1":1.50861,"shape_p_2_a_ch_1":1.33955,"skew_inten_ch_1":0.50068,"skew_inten_ch_3":2.65509,"skew_inten_ch_4":1.43646,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":22862,"total_inten_ch_2":63687,"total_inten_ch_3":2411,"total_inten_ch_4":15462,"var_inten_ch_1":59.32022,"var_inten_ch_3":27.77334,"var_inten_ch_4":105.2022,"width_ch_1":13.9178}
{"case":"Train","class":"PS","angle_ch_1":32.25279,"area_ch_1":309,"avg_inten_ch_1":21.26441,"avg_inten_ch_2":12.02034,"avg_inten_ch_3":46.78983,"avg_inten_ch_4":53.34237,"convex_hull_area_ratio_ch_1":1.48689,"convex_hull_perim_ratio_ch_1":0.82785,"diff_inten_density_ch_1":32.58621,"diff_inten_density_ch_3":40.90805,"diff_inten_density_ch_4":41.37931,"entropy_inten_ch_1":5.49526,"entropy_inten_ch_3":6.23424,"entropy_inten_ch_4":5.08972,"eq_circ_diam_ch_1":19.84199,"eq_ellipse_lwr_ch_1":3.58819,"eq_ellipse_oblate_vol_ch_1":785.04081,"eq_ellipse_prolate_vol_ch_1":218.78468,"eq_sphere_area_ch_1":1236.85941,"eq_sphere_vol_ch_1":4090.29207,"fiber_align_2_ch_3":1.69133,"fiber_align_2_ch_4":1.44469,"fiber_length_ch_1":49.2681,"fiber_width_ch_1":6.69635,"inten_cooc_asm_ch_3":0.00915,"inten_cooc_asm_ch_4":0.10727,"inten_cooc_contrast_ch_3":18.99397,"inten_cooc_contrast_ch_4":4.41354,"inten_cooc_entropy_ch_3":7.40501,"inten_cooc_entropy_ch_4":5.34507,"inten_cooc_max_ch_3":0.06061,"inten_cooc_max_ch_4":0.32955,"kurt_inten_ch_1":-0.48754,"kurt_inten_ch_3":0.45895,"kurt_inten_ch_4":0.04339,"length_ch_1":39.49988,"neighbor_avg_dist_ch_1":233.74972,"neighbor_min_dist_ch_1":30.11114,"neighbor_var_dist_ch_1":126.72539,"perim_ch_1":111.9289,"shape_bfr_ch_1":0.48403,"shape_lwr_ch_1":2.44231,"shape_p_2_a_ch_1":3.02182,"skew_inten_ch_1":0.55698,"skew_inten_ch_3":0.79386,"skew_inten_ch_4":1.06221,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6273,"total_inten_ch_2":3252,"total_inten_ch_3":13803,"total_inten_ch_4":15736,"var_inten_ch_1":16.71104,"var_inten_ch_3":35.56255,"var_inten_ch_4":63.88078,"width_ch_1":16.17314}
{"case":"Train","class":"PS","angle_ch_1":100.31573,"area_ch_1":260,"avg_inten_ch_1":35.46185,"avg_inten_ch_2":204.01205,"avg_inten_ch_3":22.03614,"avg_inten_ch_4":111.5261,"convex_hull_area_ratio_ch_1":1.06809,"convex_hull_perim_ratio_ch_1":0.9717,"diff_inten_density_ch_1":43.80263,"diff_inten_density_ch_3":23.48684,"diff_inten_density_ch_4":76.53947,"entropy_inten_ch_1":6.04676,"entropy_inten_ch_3":4.09357,"entropy_inten_ch_4":6.95415,"eq_circ_diam_ch_1":18.22946,"eq_ellipse_lwr_ch_1":2.53618,"eq_ellipse_oblate_vol_ch_1":511.81196,"eq_ellipse_prolate_vol_ch_1":201.80444,"eq_sphere_area_ch_1":1043.9932,"eq_sphere_vol_ch_1":3171.90606,"fiber_align_2_ch_3":1.55983,"fiber_align_2_ch_4":1.73957,"fiber_length_ch_1":28.87178,"fiber_width_ch_1":9.33035,"inten_cooc_asm_ch_3":0.17398,"inten_cooc_asm_ch_4":0.00726,"inten_cooc_contrast_ch_3":3.951,"inten_cooc_contrast_ch_4":13.47592,"inten_cooc_entropy_ch_3":4.44417,"inten_cooc_entropy_ch_4":7.35699,"inten_cooc_max_ch_3":0.41102,"inten_cooc_max_ch_4":0.02119,"kurt_inten_ch_1":-0.47666,"kurt_inten_ch_3":10.54129,"kurt_inten_ch_4":-0.10082,"length_ch_1":30.49391,"neighbor_avg_dist_ch_1":189.37711,"neighbor_min_dist_ch_1":21.08153,"neighbor_var_dist_ch_1":84.60756,"perim_ch_1":76.40426,"shape_bfr_ch_1":0.5953,"shape_lwr_ch_1":2.12091,"shape_p_2_a_ch_1":1.72445,"skew_inten_ch_1":0.27775,"skew_inten_ch_3":3.01314,"skew_inten_ch_4":0.71081,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8830,"total_inten_ch_2":50551,"total_inten_ch_3":5487,"total_inten_ch_4":27770,"var_inten_ch_1":20.57759,"var_inten_ch_3":40.05822,"var_inten_ch_4":80.45838,"width_ch_1":14.37774}
{"case":"Test","class":"PS","angle_ch_1":78.91551,"area_ch_1":172,"avg_inten_ch_1":34.08485,"avg_inten_ch_2":3.06667,"avg_inten_ch_3":85.26061,"avg_inten_ch_4":5.46667,"convex_hull_area_ratio_ch_1":1.35912,"convex_hull_perim_ratio_ch_1":0.87087,"diff_inten_density_ch_1":41.48571,"diff_inten_density_ch_3":64.26429,"diff_inten_density_ch_4":7.98571,"entropy_inten_ch_1":5.8333,"entropy_inten_ch_3":6.52157,"entropy_inten_ch_4":1.55196,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":3.33096,"eq_ellipse_oblate_vol_ch_1":316.39707,"eq_ellipse_prolate_vol_ch_1":94.98663,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.89778,"fiber_align_2_ch_4":1.851,"fiber_length_ch_1":34.67551,"fiber_width_ch_1":5.47134,"inten_cooc_asm_ch_3":0.00841,"inten_cooc_asm_ch_4":0.64913,"inten_cooc_contrast_ch_3":19.70854,"inten_cooc_contrast_ch_4":0.35927,"inten_cooc_entropy_ch_3":7.14911,"inten_cooc_entropy_ch_4":1.40985,"inten_cooc_max_ch_3":0.02778,"inten_cooc_max_ch_4":0.82639,"kurt_inten_ch_1":0.27608,"kurt_inten_ch_3":0.17464,"kurt_inten_ch_4":8.15917,"length_ch_1":30.71126,"neighbor_avg_dist_ch_1":268.79587,"neighbor_min_dist_ch_1":22.89308,"neighbor_var_dist_ch_1":119.66316,"perim_ch_1":80.2937,"shape_bfr_ch_1":0.43846,"shape_lwr_ch_1":2.39112,"shape_p_2_a_ch_1":2.70417,"skew_inten_ch_1":0.61657,"skew_inten_ch_3":0.66157,"skew_inten_ch_4":2.95776,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":5624,"total_inten_ch_2":342,"total_inten_ch_3":14068,"total_inten_ch_4":902,"var_inten_ch_1":21.86887,"var_inten_ch_3":53.4015,"var_inten_ch_4":14.79416,"width_ch_1":12.84386}
{"case":"Test","class":"WS","angle_ch_1":35.89038,"area_ch_1":551,"avg_inten_ch_1":47.14449,"avg_inten_ch_2":123.31559,"avg_inten_ch_3":64.70342,"avg_inten_ch_4":65.27757,"convex_hull_area_ratio_ch_1":1.31413,"convex_hull_perim_ratio_ch_1":0.78032,"diff_inten_density_ch_1":50.19959,"diff_inten_density_ch_3":53.48765,"diff_inten_density_ch_4":39.28601,"entropy_inten_ch_1":6.54917,"entropy_inten_ch_3":5.64006,"entropy_inten_ch_4":5.53568,"eq_circ_diam_ch_1":26.49519,"eq_ellipse_lwr_ch_1":1.53321,"eq_ellipse_oblate_vol_ch_1":1221.80075,"eq_ellipse_prolate_vol_ch_1":796.89288,"eq_sphere_area_ch_1":2205.38322,"eq_sphere_vol_ch_1":9738.67588,"fiber_align_2_ch_3":1.20856,"fiber_align_2_ch_4":1.11833,"fiber_length_ch_1":57.72186,"fiber_width_ch_1":9.92857,"inten_cooc_asm_ch_3":0.0927,"inten_cooc_asm_ch_4":0.09924,"inten_cooc_contrast_ch_3":4.1853,"inten_cooc_contrast_ch_4":4.57931,"inten_cooc_entropy_ch_3":5.50616,"inten_cooc_entropy_ch_4":5.51965,"inten_cooc_max_ch_3":0.30408,"inten_cooc_max_ch_4":0.31224,"kurt_inten_ch_1":8.41629,"kurt_inten_ch_3":7.5815,"kurt_inten_ch_4":-0.87804,"length_ch_1":37.34523,"neighbor_avg_dist_ch_1":183.9179,"neighbor_min_dist_ch_1":33.5366,"neighbor_var_dist_ch_1":67.74253,"perim_ch_1":135.30086,"shape_bfr_ch_1":0.47285,"shape_lwr_ch_1":1.1961,"shape_p_2_a_ch_1":2.54192,"skew_inten_ch_1":1.98921,"skew_inten_ch_3":2.29017,"skew_inten_ch_4":0.48855,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":9,"total_inten_ch_1":24798,"total_inten_ch_2":64339,"total_inten_ch_3":34034,"total_inten_ch_4":34336,"var_inten_ch_1":37.14009,"var_inten_ch_3":89.43936,"var_inten_ch_4":63.94516,"width_ch_1":31.22248}
{"case":"Train","class":"WS","angle_ch_1":80.14108,"area_ch_1":362,"avg_inten_ch_1":618.40462,"avg_inten_ch_2":174.32659,"avg_inten_ch_3":82.10116,"avg_inten_ch_4":217.22832,"convex_hull_area_ratio_ch_1":1.02657,"convex_hull_perim_ratio_ch_1":0.97117,"diff_inten_density_ch_1":189.67488,"diff_inten_density_ch_3":74.19877,"diff_inten_density_ch_4":117.10169,"entropy_inten_ch_1":8.19687,"entropy_inten_ch_3":3.62692,"entropy_inten_ch_4":7.62843,"eq_circ_diam_ch_1":21.48881,"eq_ellipse_lwr_ch_1":1.36734,"eq_ellipse_oblate_vol_ch_1":615.56498,"eq_ellipse_prolate_vol_ch_1":450.19171,"eq_sphere_area_ch_1":1450.68934,"eq_sphere_vol_ch_1":5195.59684,"fiber_align_2_ch_3":1.75165,"fiber_align_2_ch_4":1.20826,"fiber_length_ch_1":18.56344,"fiber_width_ch_1":18.56344,"inten_cooc_asm_ch_3":0.34209,"inten_cooc_asm_ch_4":0.00713,"inten_cooc_contrast_ch_3":1.34689,"inten_cooc_contrast_ch_4":9.57697,"inten_cooc_entropy_ch_3":3.27239,"inten_cooc_entropy_ch_4":7.38276,"inten_cooc_max_ch_3":0.58537,"inten_cooc_max_ch_4":0.02025,"kurt_inten_ch_1":-0.84527,"kurt_inten_ch_3":7.95662,"kurt_inten_ch_4":-0.88584,"length_ch_1":25.91845,"neighbor_avg_dist_ch_1":228.36792,"neighbor_min_dist_ch_1":38.7563,"neighbor_var_dist_ch_1":119.22997,"perim_ch_1":74.25374,"shape_bfr_ch_1":0.73519,"shape_lwr_ch_1":1.36177,"shape_p_2_a_ch_1":1.17087,"skew_inten_ch_1":0.03372,"skew_inten_ch_3":2.63336,"skew_inten_ch_4":0.12461,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":213968,"total_inten_ch_2":59972,"total_inten_ch_3":28407,"total_inten_ch_4":75161,"var_inten_ch_1":317.92286,"var_inten_ch_3":154.22643,"var_inten_ch_4":132.38219,"width_ch_1":19.03292}
{"case":"Train","class":"WS","angle_ch_1":154.23438,"area_ch_1":218,"avg_inten_ch_1":119.32692,"avg_inten_ch_2":225.04808,"avg_inten_ch_3":57.24038,"avg_inten_ch_4":22.89423,"convex_hull_area_ratio_ch_1":1.07675,"convex_hull_perim_ratio_ch_1":0.94364,"diff_inten_density_ch_1":71.85488,"diff_inten_density_ch_3":58.62533,"diff_inten_density_ch_4":22.65699,"entropy_inten_ch_1":6.87314,"entropy_inten_ch_3":4.35572,"entropy_inten_ch_4":5.33566,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":1.74151,"eq_ellipse_oblate_vol_ch_1":323.80186,"eq_ellipse_prolate_vol_ch_1":185.93184,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.62907,"fiber_align_2_ch_4":1.73027,"fiber_length_ch_1":19.84271,"fiber_width_ch_1":11.529,"inten_cooc_asm_ch_3":0.1477,"inten_cooc_asm_ch_4":0.0203,"inten_cooc_contrast_ch_3":5.94031,"inten_cooc_contrast_ch_4":12.74909,"inten_cooc_entropy_ch_3":4.75339,"inten_cooc_entropy_ch_4":6.68364,"inten_cooc_max_ch_3":0.38298,"inten_cooc_max_ch_4":0.12042,"kurt_inten_ch_1":-0.69833,"kurt_inten_ch_3":2.59476,"kurt_inten_ch_4":-0.07095,"length_ch_1":22.89085,"neighbor_avg_dist_ch_1":185.0169,"neighbor_min_dist_ch_1":18.45699,"neighbor_var_dist_ch_1":77.88944,"perim_ch_1":62.74342,"shape_bfr_ch_1":0.64702,"shape_lwr_ch_1":1.55504,"shape_p_2_a_ch_1":1.3694,"skew_inten_ch_1":-0.05149,"skew_inten_ch_3":1.78708,"skew_inten_ch_4":0.90309,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":24820,"total_inten_ch_2":46603,"total_inten_ch_3":11906,"total_inten_ch_4":4762,"var_inten_ch_1":60.46851,"var_inten_ch_3":86.85731,"var_inten_ch_4":22.05475,"width_ch_1":14.72041}
{"case":"Train","class":"PS","angle_ch_1":154.27123,"area_ch_1":209,"avg_inten_ch_1":33.43,"avg_inten_ch_2":5.08,"avg_inten_ch_3":87.15,"avg_inten_ch_4":6.285,"convex_hull_area_ratio_ch_1":1.41475,"convex_hull_perim_ratio_ch_1":0.92339,"diff_inten_density_ch_1":42.7551,"diff_inten_density_ch_3":60.46356,"diff_inten_density_ch_4":8.59184,"entropy_inten_ch_1":5.89103,"entropy_inten_ch_3":6.71624,"entropy_inten_ch_4":1.94486,"eq_circ_diam_ch_1":16.33764,"eq_ellipse_lwr_ch_1":4.93017,"eq_ellipse_oblate_vol_ch_1":513.68559,"eq_ellipse_prolate_vol_ch_1":104.19232,"eq_sphere_area_ch_1":838.54875,"eq_sphere_vol_ch_1":2283.31742,"fiber_align_2_ch_3":1.91205,"fiber_align_2_ch_4":1.40799,"fiber_length_ch_1":42.02537,"fiber_width_ch_1":5.41236,"inten_cooc_asm_ch_3":0.00704,"inten_cooc_asm_ch_4":0.55272,"inten_cooc_contrast_ch_3":20.31,"inten_cooc_contrast_ch_4":0.5056,"inten_cooc_entropy_ch_3":7.35256,"inten_cooc_entropy_ch_4":1.91596,"inten_cooc_max_ch_3":0.02286,"inten_cooc_max_ch_4":0.74405,"kurt_inten_ch_1":-0.77565,"kurt_inten_ch_3":-0.18498,"kurt_inten_ch_4":7.05777,"length_ch_1":38.84726,"neighbor_avg_dist_ch_1":183.29681,"neighbor_min_dist_ch_1":34.33962,"neighbor_var_dist_ch_1":99.65208,"perim_ch_1":94.87545,"shape_bfr_ch_1":0.46876,"shape_lwr_ch_1":3.37446,"shape_p_2_a_ch_1":3.14918,"skew_inten_ch_1":0.34772,"skew_inten_ch_3":0.29937,"skew_inten_ch_4":2.76745,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6686,"total_inten_ch_2":817,"total_inten_ch_3":17430,"total_inten_ch_4":1257,"var_inten_ch_1":20.41581,"var_inten_ch_3":45.63242,"var_inten_ch_4":15.51592,"width_ch_1":11.51215}
{"case":"Test","class":"WS","angle_ch_1":85.70191,"area_ch_1":363,"avg_inten_ch_1":53.34582,"avg_inten_ch_2":169.54179,"avg_inten_ch_3":12.18156,"avg_inten_ch_4":60.683,"convex_hull_area_ratio_ch_1":1.08711,"convex_hull_perim_ratio_ch_1":0.94408,"diff_inten_density_ch_1":45.50633,"diff_inten_density_ch_3":16.84494,"diff_inten_density_ch_4":35.75,"entropy_inten_ch_1":6.51574,"entropy_inten_ch_3":4.40626,"entropy_inten_ch_4":5.67673,"eq_circ_diam_ch_1":21.51984,"eq_ellipse_lwr_ch_1":4.73503,"eq_ellipse_oblate_vol_ch_1":1150.47534,"eq_ellipse_prolate_vol_ch_1":242.97087,"eq_sphere_area_ch_1":1454.88209,"eq_sphere_vol_ch_1":5218.13737,"fiber_align_2_ch_3":1.01908,"fiber_align_2_ch_4":1.50957,"fiber_length_ch_1":47.41218,"fiber_width_ch_1":7.93123,"inten_cooc_asm_ch_3":0.05923,"inten_cooc_asm_ch_4":0.07165,"inten_cooc_contrast_ch_3":13.35012,"inten_cooc_contrast_ch_4":5.46161,"inten_cooc_entropy_ch_3":6.08071,"inten_cooc_entropy_ch_4":5.8177,"inten_cooc_max_ch_3":0.23193,"inten_cooc_max_ch_4":0.25904,"kurt_inten_ch_1":-0.49151,"kurt_inten_ch_3":1.09411,"kurt_inten_ch_4":-0.59724,"length_ch_1":48.4441,"neighbor_avg_dist_ch_1":196.84777,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":93.74369,"perim_ch_1":110.68681,"shape_bfr_ch_1":0.66996,"shape_lwr_ch_1":4.32274,"shape_p_2_a_ch_1":2.59268,"skew_inten_ch_1":0.31986,"skew_inten_ch_3":1.21247,"skew_inten_ch_4":0.46017,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":11,"total_inten_ch_1":18511,"total_inten_ch_2":58485,"total_inten_ch_3":4227,"total_inten_ch_4":21057,"var_inten_ch_1":29.93194,"var_inten_ch_3":14.03532,"var_inten_ch_4":55.8299,"width_ch_1":11.20679}
{"case":"Train","class":"WS","angle_ch_1":179.3868,"area_ch_1":188,"avg_inten_ch_1":17.15,"avg_inten_ch_2":163.21667,"avg_inten_ch_3":6.61111,"avg_inten_ch_4":13.61111,"convex_hull_area_ratio_ch_1":1.14894,"convex_hull_perim_ratio_ch_1":0.90145,"diff_inten_density_ch_1":33,"diff_inten_density_ch_3":12.39752,"diff_inten_density_ch_4":13.25466,"entropy_inten_ch_1":5.10299,"entropy_inten_ch_3":3.42907,"entropy_inten_ch_4":1.95,"eq_circ_diam_ch_1":15.49924,"eq_ellipse_lwr_ch_1":2.19694,"eq_ellipse_oblate_vol_ch_1":292.77898,"eq_ellipse_prolate_vol_ch_1":133.26642,"eq_sphere_area_ch_1":754.69388,"eq_sphere_vol_ch_1":1949.53059,"fiber_align_2_ch_3":1.73249,"fiber_align_2_ch_4":1.5287,"fiber_length_ch_1":25.72178,"fiber_width_ch_1":7.66117,"inten_cooc_asm_ch_3":0.11965,"inten_cooc_asm_ch_4":0.57004,"inten_cooc_contrast_ch_3":12.45994,"inten_cooc_contrast_ch_4":0.36767,"inten_cooc_entropy_ch_3":4.93484,"inten_cooc_entropy_ch_4":1.76223,"inten_cooc_max_ch_3":0.35366,"inten_cooc_max_ch_4":0.75316,"kurt_inten_ch_1":-0.59118,"kurt_inten_ch_3":1.98849,"kurt_inten_ch_4":4.42309,"length_ch_1":22.56635,"neighbor_avg_dist_ch_1":289.88075,"neighbor_min_dist_ch_1":36.91398,"neighbor_var_dist_ch_1":135.96925,"perim_ch_1":66.7659,"shape_bfr_ch_1":0.67575,"shape_lwr_ch_1":1.82389,"shape_p_2_a_ch_1":1.80012,"skew_inten_ch_1":0.50329,"skew_inten_ch_3":1.57737,"skew_inten_ch_4":2.34362,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":3087,"total_inten_ch_2":29200,"total_inten_ch_3":1190,"total_inten_ch_4":2450,"var_inten_ch_1":13.78988,"var_inten_ch_3":9.29719,"var_inten_ch_4":31.47228,"width_ch_1":12.37267}
{"case":"Train","class":"WS","angle_ch_1":135.28092,"area_ch_1":302,"avg_inten_ch_1":327.20761,"avg_inten_ch_2":245.38754,"avg_inten_ch_3":33.43599,"avg_inten_ch_4":151.08304,"convex_hull_area_ratio_ch_1":1.03333,"convex_hull_perim_ratio_ch_1":0.9615,"diff_inten_density_ch_1":114.45996,"diff_inten_density_ch_3":26.60521,"diff_inten_density_ch_4":78.62756,"entropy_inten_ch_1":7.79156,"entropy_inten_ch_3":6.08048,"entropy_inten_ch_4":7.13449,"eq_circ_diam_ch_1":19.63917,"eq_ellipse_lwr_ch_1":1.68915,"eq_ellipse_oblate_vol_ch_1":522.27855,"eq_ellipse_prolate_vol_ch_1":309.19641,"eq_sphere_area_ch_1":1211.70295,"eq_sphere_vol_ch_1":3966.14018,"fiber_align_2_ch_3":1.17695,"fiber_align_2_ch_4":1.46463,"fiber_length_ch_1":17.68956,"fiber_width_ch_1":17.68956,"inten_cooc_asm_ch_3":0.00672,"inten_cooc_asm_ch_4":0.01184,"inten_cooc_contrast_ch_3":14.33119,"inten_cooc_contrast_ch_4":8.00816,"inten_cooc_entropy_ch_3":7.48485,"inten_cooc_entropy_ch_4":7.08968,"inten_cooc_max_ch_3":0.02612,"inten_cooc_max_ch_4":0.07063,"kurt_inten_ch_1":-0.96238,"kurt_inten_ch_3":-0.49795,"kurt_inten_ch_4":-0.94254,"length_ch_1":26.7962,"neighbor_avg_dist_ch_1":210.99921,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":92.74819,"perim_ch_1":70.75824,"shape_bfr_ch_1":0.67851,"shape_lwr_ch_1":1.60831,"shape_p_2_a_ch_1":1.26702,"skew_inten_ch_1":0.1353,"skew_inten_ch_3":0.52141,"skew_inten_ch_4":0.21501,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":94563,"total_inten_ch_2":70629,"total_inten_ch_3":9663,"total_inten_ch_4":43663,"var_inten_ch_1":171.41348,"var_inten_ch_3":24.26619,"var_inten_ch_4":103.04022,"width_ch_1":16.66113}
{"case":"Train","class":"PS","angle_ch_1":52.06271,"area_ch_1":162,"avg_inten_ch_1":32.63871,"avg_inten_ch_2":3.44516,"avg_inten_ch_3":61.56129,"avg_inten_ch_4":41.72258,"convex_hull_area_ratio_ch_1":1.68328,"convex_hull_perim_ratio_ch_1":0.85936,"diff_inten_density_ch_1":46.02703,"diff_inten_density_ch_3":49.53282,"diff_inten_density_ch_4":39.18533,"entropy_inten_ch_1":5.90253,"entropy_inten_ch_3":6.22087,"entropy_inten_ch_4":5.78515,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":3.17103,"eq_ellipse_oblate_vol_ch_1":281.07315,"eq_ellipse_prolate_vol_ch_1":88.63777,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.80998,"fiber_align_2_ch_4":1.80222,"fiber_length_ch_1":37.41831,"fiber_width_ch_1":4.77616,"inten_cooc_asm_ch_3":0.00848,"inten_cooc_asm_ch_4":0.01425,"inten_cooc_contrast_ch_3":20.54028,"inten_cooc_contrast_ch_4":17.13804,"inten_cooc_entropy_ch_3":7.09577,"inten_cooc_entropy_ch_4":6.80844,"inten_cooc_max_ch_3":0.02326,"inten_cooc_max_ch_4":0.07752,"kurt_inten_ch_1":1.40897,"kurt_inten_ch_3":3.56981,"kurt_inten_ch_4":1.83178,"length_ch_1":29.90149,"neighbor_avg_dist_ch_1":252.46813,"neighbor_min_dist_ch_1":23.87914,"neighbor_var_dist_ch_1":137.52961,"perim_ch_1":84.38894,"shape_bfr_ch_1":0.39274,"shape_lwr_ch_1":2.16131,"shape_p_2_a_ch_1":3.171,"skew_inten_ch_1":1.08576,"skew_inten_ch_3":1.78106,"skew_inten_ch_4":1.31413,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5059,"total_inten_ch_2":380,"total_inten_ch_3":9542,"total_inten_ch_4":6467,"var_inten_ch_1":25.50595,"var_inten_ch_3":45.35993,"var_inten_ch_4":39.00315,"width_ch_1":13.83491}
{"case":"Train","class":"PS","angle_ch_1":114.38154,"area_ch_1":165,"avg_inten_ch_1":142.96835,"avg_inten_ch_2":50.65823,"avg_inten_ch_3":335.59494,"avg_inten_ch_4":284.93038,"convex_hull_area_ratio_ch_1":1.28446,"convex_hull_perim_ratio_ch_1":0.94451,"diff_inten_density_ch_1":107.48708,"diff_inten_density_ch_3":216.71956,"diff_inten_density_ch_4":206.32841,"entropy_inten_ch_1":6.791,"entropy_inten_ch_3":7.10125,"entropy_inten_ch_4":6.36096,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":4.96711,"eq_ellipse_oblate_vol_ch_1":362.04219,"eq_ellipse_prolate_vol_ch_1":72.88786,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.57173,"fiber_align_2_ch_4":1.68125,"fiber_length_ch_1":33.19016,"fiber_width_ch_1":5.3846,"inten_cooc_asm_ch_3":0.00753,"inten_cooc_asm_ch_4":0.01296,"inten_cooc_contrast_ch_3":21.87369,"inten_cooc_contrast_ch_4":10.15701,"inten_cooc_entropy_ch_3":7.22556,"inten_cooc_entropy_ch_4":6.67404,"inten_cooc_max_ch_3":0.02098,"inten_cooc_max_ch_4":0.06294,"kurt_inten_ch_1":-0.57963,"kurt_inten_ch_3":-0.38993,"kurt_inten_ch_4":-0.10879,"length_ch_1":32.62412,"neighbor_avg_dist_ch_1":223.15734,"neighbor_min_dist_ch_1":14.55107,"neighbor_var_dist_ch_1":123.38257,"perim_ch_1":77.14951,"shape_bfr_ch_1":0.51687,"shape_lwr_ch_1":3.32173,"shape_p_2_a_ch_1":2.65028,"skew_inten_ch_1":0.28899,"skew_inten_ch_3":0.38955,"skew_inten_ch_4":0.88516,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":22589,"total_inten_ch_2":7847,"total_inten_ch_3":53024,"total_inten_ch_4":45019,"var_inten_ch_1":77.12003,"var_inten_ch_3":174.77143,"var_inten_ch_4":271.70028,"width_ch_1":9.82142}
{"case":"Test","class":"PS","angle_ch_1":12.63865,"area_ch_1":416,"avg_inten_ch_1":19.38287,"avg_inten_ch_2":21.41058,"avg_inten_ch_3":4.42821,"avg_inten_ch_4":14.07809,"convex_hull_area_ratio_ch_1":1.34444,"convex_hull_perim_ratio_ch_1":0.84562,"diff_inten_density_ch_1":35.76257,"diff_inten_density_ch_3":12.15363,"diff_inten_density_ch_4":22.84358,"entropy_inten_ch_1":5.43225,"entropy_inten_ch_3":3.04336,"entropy_inten_ch_4":4.92284,"eq_circ_diam_ch_1":23.0181,"eq_ellipse_lwr_ch_1":3.93929,"eq_ellipse_oblate_vol_ch_1":1284.15114,"eq_ellipse_prolate_vol_ch_1":325.98565,"eq_sphere_area_ch_1":1664.51927,"eq_sphere_vol_ch_1":6385.6786,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":54.58571,"fiber_width_ch_1":8.06988,"inten_cooc_asm_ch_3":0.11575,"inten_cooc_asm_ch_4":0.01343,"inten_cooc_contrast_ch_3":16.91236,"inten_cooc_contrast_ch_4":29.76519,"inten_cooc_entropy_ch_3":4.79507,"inten_cooc_entropy_ch_4":7.26107,"inten_cooc_max_ch_3":0.33699,"inten_cooc_max_ch_4":0.09315,"kurt_inten_ch_1":0.04309,"kurt_inten_ch_3":2.56568,"kurt_inten_ch_4":0.16422,"length_ch_1":44.87023,"neighbor_avg_dist_ch_1":169.24721,"neighbor_min_dist_ch_1":41.15663,"neighbor_var_dist_ch_1":69.64755,"perim_ch_1":125.31118,"shape_bfr_ch_1":0.61173,"shape_lwr_ch_1":2.9597,"shape_p_2_a_ch_1":2.83675,"skew_inten_ch_1":0.81678,"skew_inten_ch_3":1.73321,"skew_inten_ch_4":0.88555,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":14,"total_inten_ch_1":7695,"total_inten_ch_2":8104,"total_inten_ch_3":1758,"total_inten_ch_4":5589,"var_inten_ch_1":16.76327,"var_inten_ch_3":6.77698,"var_inten_ch_4":13.53944,"width_ch_1":15.16037}
{"case":"Test","class":"WS","angle_ch_1":65.0479,"area_ch_1":268,"avg_inten_ch_1":239.46094,"avg_inten_ch_2":240.20703,"avg_inten_ch_3":223.51562,"avg_inten_ch_4":322.33203,"convex_hull_area_ratio_ch_1":1.01695,"convex_hull_perim_ratio_ch_1":0.97366,"diff_inten_density_ch_1":92.78992,"diff_inten_density_ch_3":144.65966,"diff_inten_density_ch_4":174.20588,"entropy_inten_ch_1":7.46373,"entropy_inten_ch_3":6.34113,"entropy_inten_ch_4":6.82714,"eq_circ_diam_ch_1":18.48393,"eq_ellipse_lwr_ch_1":1.18872,"eq_ellipse_oblate_vol_ch_1":365.27653,"eq_ellipse_prolate_vol_ch_1":307.28491,"eq_sphere_area_ch_1":1073.3424,"eq_sphere_vol_ch_1":3306.59682,"fiber_align_2_ch_3":1.64011,"fiber_align_2_ch_4":1.32799,"fiber_length_ch_1":15.57984,"fiber_width_ch_1":15.57984,"inten_cooc_asm_ch_3":0.05598,"inten_cooc_asm_ch_4":0.02242,"inten_cooc_contrast_ch_3":5.69804,"inten_cooc_contrast_ch_4":8.88747,"inten_cooc_entropy_ch_3":6.05576,"inten_cooc_entropy_ch_4":6.75495,"inten_cooc_max_ch_3":0.22594,"inten_cooc_max_ch_4":0.13924,"kurt_inten_ch_1":0.02106,"kurt_inten_ch_3":-0.22649,"kurt_inten_ch_4":-1.38903,"length_ch_1":20.66004,"neighbor_avg_dist_ch_1":203.13238,"neighbor_min_dist_ch_1":21.98212,"neighbor_var_dist_ch_1":95.68697,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.74185,"shape_lwr_ch_1":1.18005,"shape_p_2_a_ch_1":1.11053,"skew_inten_ch_1":0.36493,"skew_inten_ch_3":0.72649,"skew_inten_ch_4":-0.10083,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":61302,"total_inten_ch_2":61238,"total_inten_ch_3":57220,"total_inten_ch_4":82517,"var_inten_ch_1":105.81532,"var_inten_ch_3":208.28113,"var_inten_ch_4":229.02979,"width_ch_1":17.50783}
{"case":"Test","class":"PS","angle_ch_1":108.74704,"area_ch_1":220,"avg_inten_ch_1":73.34286,"avg_inten_ch_2":169.70952,"avg_inten_ch_3":153.21905,"avg_inten_ch_4":126.38095,"convex_hull_area_ratio_ch_1":1.0463,"convex_hull_perim_ratio_ch_1":0.97419,"diff_inten_density_ch_1":80,"diff_inten_density_ch_3":144.83505,"diff_inten_density_ch_4":86.24742,"entropy_inten_ch_1":6.41352,"entropy_inten_ch_3":6.28991,"entropy_inten_ch_4":6.70043,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":1.18104,"eq_ellipse_oblate_vol_ch_1":270.5099,"eq_ellipse_prolate_vol_ch_1":229.04342,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.60552,"fiber_align_2_ch_4":1.49409,"fiber_length_ch_1":14.58175,"fiber_width_ch_1":14.58175,"inten_cooc_asm_ch_3":0.01783,"inten_cooc_asm_ch_4":0.01058,"inten_cooc_contrast_ch_3":8.64253,"inten_cooc_contrast_ch_4":11.81852,"inten_cooc_entropy_ch_3":6.67021,"inten_cooc_entropy_ch_4":7.11407,"inten_cooc_max_ch_3":0.09845,"inten_cooc_max_ch_4":0.06218,"kurt_inten_ch_1":2.63911,"kurt_inten_ch_3":2.59666,"kurt_inten_ch_4":-1.0226,"length_ch_1":19.13136,"neighbor_avg_dist_ch_1":185.90075,"neighbor_min_dist_ch_1":39.33348,"neighbor_var_dist_ch_1":68.55139,"perim_ch_1":58.327,"shape_bfr_ch_1":0.69513,"shape_lwr_ch_1":1.15584,"shape_p_2_a_ch_1":1.19573,"skew_inten_ch_1":1.73027,"skew_inten_ch_3":1.78934,"skew_inten_ch_4":0.2768,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":15402,"total_inten_ch_2":35430,"total_inten_ch_3":32176,"total_inten_ch_4":26540,"var_inten_ch_1":84.11679,"var_inten_ch_3":207.06091,"var_inten_ch_4":90.94346,"width_ch_1":16.55192}
{"case":"Test","class":"PS","angle_ch_1":127.82528,"area_ch_1":192,"avg_inten_ch_1":108.48913,"avg_inten_ch_2":276.68478,"avg_inten_ch_3":65.21739,"avg_inten_ch_4":208.97826,"convex_hull_area_ratio_ch_1":1.03484,"convex_hull_perim_ratio_ch_1":0.96523,"diff_inten_density_ch_1":59.84776,"diff_inten_density_ch_3":53.1791,"diff_inten_density_ch_4":89.92537,"entropy_inten_ch_1":6.61844,"entropy_inten_ch_3":2.57547,"entropy_inten_ch_4":5.49547,"eq_circ_diam_ch_1":15.67051,"eq_ellipse_lwr_ch_1":1.25043,"eq_ellipse_oblate_vol_ch_1":228.28506,"eq_ellipse_prolate_vol_ch_1":182.56566,"eq_sphere_area_ch_1":771.46485,"eq_sphere_vol_ch_1":2014.87464,"fiber_align_2_ch_3":1.32665,"fiber_align_2_ch_4":1.17345,"fiber_length_ch_1":13.78817,"fiber_width_ch_1":13.78817,"inten_cooc_asm_ch_3":0.46813,"inten_cooc_asm_ch_4":0.10086,"inten_cooc_contrast_ch_3":0.51581,"inten_cooc_contrast_ch_4":2.05922,"inten_cooc_entropy_ch_3":2.3601,"inten_cooc_entropy_ch_4":5.13155,"inten_cooc_max_ch_3":0.68862,"inten_cooc_max_ch_4":0.30952,"kurt_inten_ch_1":1.013,"kurt_inten_ch_3":6.47789,"kurt_inten_ch_4":-1.08404,"length_ch_1":18.58977,"neighbor_avg_dist_ch_1":253.07536,"neighbor_min_dist_ch_1":35.84796,"neighbor_var_dist_ch_1":120.96917,"perim_ch_1":55.15268,"shape_bfr_ch_1":0.6678,"shape_lwr_ch_1":1.19657,"shape_p_2_a_ch_1":1.1919,"skew_inten_ch_1":0.77952,"skew_inten_ch_3":2.61208,"skew_inten_ch_4":0.48786,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":19962,"total_inten_ch_2":50727,"total_inten_ch_3":12000,"total_inten_ch_4":38452,"var_inten_ch_1":58.14908,"var_inten_ch_3":140.52679,"var_inten_ch_4":204.42392,"width_ch_1":15.53584}
{"case":"Test","class":"PS","angle_ch_1":127.18477,"area_ch_1":285,"avg_inten_ch_1":100.77574,"avg_inten_ch_2":102.05147,"avg_inten_ch_3":82.09559,"avg_inten_ch_4":29.90441,"convex_hull_area_ratio_ch_1":1.51573,"convex_hull_perim_ratio_ch_1":0.92115,"diff_inten_density_ch_1":70.18275,"diff_inten_density_ch_3":73.07803,"diff_inten_density_ch_4":31.14784,"entropy_inten_ch_1":7.05591,"entropy_inten_ch_3":6.18322,"entropy_inten_ch_4":4.52151,"eq_circ_diam_ch_1":19.05279,"eq_ellipse_lwr_ch_1":2.74018,"eq_ellipse_oblate_vol_ch_1":607.38538,"eq_ellipse_prolate_vol_ch_1":221.65906,"eq_sphere_area_ch_1":1140.4263,"eq_sphere_vol_ch_1":3621.38461,"fiber_align_2_ch_3":1.74798,"fiber_align_2_ch_4":1.8411,"fiber_length_ch_1":42.98713,"fiber_width_ch_1":6.97374,"inten_cooc_asm_ch_3":0.02719,"inten_cooc_asm_ch_4":0.13716,"inten_cooc_contrast_ch_3":10.67344,"inten_cooc_contrast_ch_4":7.2482,"inten_cooc_entropy_ch_3":6.58183,"inten_cooc_entropy_ch_4":5.16419,"inten_cooc_max_ch_3":0.14286,"inten_cooc_max_ch_4":0.36364,"kurt_inten_ch_1":-0.62962,"kurt_inten_ch_3":2.18748,"kurt_inten_ch_4":-0.5578,"length_ch_1":38.70167,"neighbor_avg_dist_ch_1":258.28111,"neighbor_min_dist_ch_1":25.83978,"neighbor_var_dist_ch_1":129.7272,"perim_ch_1":99.92174,"shape_bfr_ch_1":0.41574,"shape_lwr_ch_1":2.18413,"shape_p_2_a_ch_1":2.65035,"skew_inten_ch_1":0.40073,"skew_inten_ch_3":1.44457,"skew_inten_ch_4":0.79451,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":27411,"total_inten_ch_2":27487,"total_inten_ch_3":22330,"total_inten_ch_4":8134,"var_inten_ch_1":57.62401,"var_inten_ch_3":87.66005,"var_inten_ch_4":34.26795,"width_ch_1":17.71949}
{"case":"Test","class":"PS","angle_ch_1":129.64425,"area_ch_1":270,"avg_inten_ch_1":34.92248,"avg_inten_ch_2":68.44186,"avg_inten_ch_3":73.88372,"avg_inten_ch_4":77.9845,"convex_hull_area_ratio_ch_1":1.3624,"convex_hull_perim_ratio_ch_1":0.77918,"diff_inten_density_ch_1":44.79431,"diff_inten_density_ch_3":61.5558,"diff_inten_density_ch_4":50.43982,"entropy_inten_ch_1":6.03579,"entropy_inten_ch_3":6.65042,"entropy_inten_ch_4":5.81936,"eq_circ_diam_ch_1":18.55599,"eq_ellipse_lwr_ch_1":1.17757,"eq_ellipse_oblate_vol_ch_1":367.82717,"eq_ellipse_prolate_vol_ch_1":312.36216,"eq_sphere_area_ch_1":1081.72789,"eq_sphere_vol_ch_1":3345.42159,"fiber_align_2_ch_3":1.48626,"fiber_align_2_ch_4":1.73802,"fiber_length_ch_1":41.25631,"fiber_width_ch_1":6.99319,"inten_cooc_asm_ch_3":0.0103,"inten_cooc_asm_ch_4":0.04654,"inten_cooc_contrast_ch_3":15.01172,"inten_cooc_contrast_ch_4":5.64264,"inten_cooc_entropy_ch_3":7.22676,"inten_cooc_entropy_ch_4":6.16286,"inten_cooc_max_ch_3":0.05702,"inten_cooc_max_ch_4":0.20087,"kurt_inten_ch_1":1.37303,"kurt_inten_ch_3":2.72699,"kurt_inten_ch_4":-0.98535,"length_ch_1":24.52911,"neighbor_avg_dist_ch_1":177.1854,"neighbor_min_dist_ch_1":31.08742,"neighbor_var_dist_ch_1":82.59834,"perim_ch_1":96.499,"shape_bfr_ch_1":0.51307,"shape_lwr_ch_1":1.14151,"shape_p_2_a_ch_1":2.56843,"skew_inten_ch_1":1.10868,"skew_inten_ch_3":1.48095,"skew_inten_ch_4":0.46206,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9010,"total_inten_ch_2":17401,"total_inten_ch_3":19062,"total_inten_ch_4":20120,"var_inten_ch_1":27.76748,"var_inten_ch_3":66.99851,"var_inten_ch_4":71.09503,"width_ch_1":21.48832}
{"case":"Train","class":"PS","angle_ch_1":5.45229,"area_ch_1":327,"avg_inten_ch_1":152.33333,"avg_inten_ch_2":525.10577,"avg_inten_ch_3":254.37821,"avg_inten_ch_4":361.86859,"convex_hull_area_ratio_ch_1":1.1762,"convex_hull_perim_ratio_ch_1":0.83812,"diff_inten_density_ch_1":99.88421,"diff_inten_density_ch_3":167.85263,"diff_inten_density_ch_4":247.21754,"entropy_inten_ch_1":7.45472,"entropy_inten_ch_3":7.23876,"entropy_inten_ch_4":7.50697,"eq_circ_diam_ch_1":20.4057,"eq_ellipse_lwr_ch_1":1.53801,"eq_ellipse_oblate_vol_ch_1":559.02792,"eq_ellipse_prolate_vol_ch_1":363.47403,"eq_sphere_area_ch_1":1308.13605,"eq_sphere_vol_ch_1":4448.90556,"fiber_align_2_ch_3":1.43941,"fiber_align_2_ch_4":1.75099,"fiber_length_ch_1":35.91158,"fiber_width_ch_1":9.56636,"inten_cooc_asm_ch_3":0.01662,"inten_cooc_asm_ch_4":0.01082,"inten_cooc_contrast_ch_3":7.77315,"inten_cooc_contrast_ch_4":10.99668,"inten_cooc_entropy_ch_3":6.84047,"inten_cooc_entropy_ch_4":7.13713,"inten_cooc_max_ch_3":0.10211,"inten_cooc_max_ch_4":0.0669,"kurt_inten_ch_1":2.26894,"kurt_inten_ch_3":1.24352,"kurt_inten_ch_4":-0.02678,"length_ch_1":28.29603,"neighbor_avg_dist_ch_1":163.50998,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":68.83263,"perim_ch_1":90.95587,"shape_bfr_ch_1":0.54615,"shape_lwr_ch_1":1.33713,"shape_p_2_a_ch_1":1.91632,"skew_inten_ch_1":1.4317,"skew_inten_ch_3":1.3239,"skew_inten_ch_4":0.74202,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":47528,"total_inten_ch_2":163522,"total_inten_ch_3":79366,"total_inten_ch_4":112903,"var_inten_ch_1":115.47665,"var_inten_ch_3":246.19542,"var_inten_ch_4":292.71689,"width_ch_1":21.16178}
{"case":"Train","class":"PS","angle_ch_1":86.35613,"area_ch_1":167,"avg_inten_ch_1":26.75,"avg_inten_ch_2":4.125,"avg_inten_ch_3":55.63125,"avg_inten_ch_4":10.8375,"convex_hull_area_ratio_ch_1":1.22853,"convex_hull_perim_ratio_ch_1":0.88858,"diff_inten_density_ch_1":36.54513,"diff_inten_density_ch_3":42.45126,"diff_inten_density_ch_4":14.66787,"entropy_inten_ch_1":5.69511,"entropy_inten_ch_3":6.21878,"entropy_inten_ch_4":4.11877,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":3.17073,"eq_ellipse_oblate_vol_ch_1":294.76858,"eq_ellipse_prolate_vol_ch_1":92.96551,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.72961,"fiber_align_2_ch_4":1.03069,"fiber_length_ch_1":30.76292,"fiber_width_ch_1":5.85204,"inten_cooc_asm_ch_3":0.00801,"inten_cooc_asm_ch_4":0.06941,"inten_cooc_contrast_ch_3":18.56503,"inten_cooc_contrast_ch_4":9.04245,"inten_cooc_entropy_ch_3":7.18216,"inten_cooc_entropy_ch_4":5.5024,"inten_cooc_max_ch_3":0.02256,"inten_cooc_max_ch_4":0.24812,"kurt_inten_ch_1":-0.33035,"kurt_inten_ch_3":0.8485,"kurt_inten_ch_4":1.24347,"length_ch_1":27.97738,"neighbor_avg_dist_ch_1":259.62612,"neighbor_min_dist_ch_1":30.25006,"neighbor_var_dist_ch_1":134.27392,"perim_ch_1":73.22993,"shape_bfr_ch_1":0.54504,"shape_lwr_ch_1":2.54381,"shape_p_2_a_ch_1":2.37044,"skew_inten_ch_1":0.58381,"skew_inten_ch_3":0.88732,"skew_inten_ch_4":1.25563,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4280,"total_inten_ch_2":501,"total_inten_ch_3":8901,"total_inten_ch_4":1734,"var_inten_ch_1":19.31256,"var_inten_ch_3":34.79145,"var_inten_ch_4":12.59359,"width_ch_1":10.99821}
{"case":"Train","class":"PS","angle_ch_1":54.6624,"area_ch_1":872,"avg_inten_ch_1":206.10457,"avg_inten_ch_2":222.59615,"avg_inten_ch_3":107.00962,"avg_inten_ch_4":523.62861,"convex_hull_area_ratio_ch_1":1.13329,"convex_hull_perim_ratio_ch_1":0.91838,"diff_inten_density_ch_1":88.09377,"diff_inten_density_ch_3":71.26558,"diff_inten_density_ch_4":274.48773,"entropy_inten_ch_1":8.26463,"entropy_inten_ch_3":6.59845,"entropy_inten_ch_4":7.9052,"eq_circ_diam_ch_1":33.32237,"eq_ellipse_lwr_ch_1":1.77126,"eq_ellipse_oblate_vol_ch_1":2612.44466,"eq_ellipse_prolate_vol_ch_1":1474.91156,"eq_sphere_area_ch_1":3488.36281,"eq_sphere_vol_ch_1":19373.41962,"fiber_align_2_ch_3":1.58562,"fiber_align_2_ch_4":1.2036,"fiber_length_ch_1":45.45577,"fiber_width_ch_1":19.63514,"inten_cooc_asm_ch_3":0.06399,"inten_cooc_asm_ch_4":0.02612,"inten_cooc_contrast_ch_3":4.31804,"inten_cooc_contrast_ch_4":5.88849,"inten_cooc_entropy_ch_3":6.0043,"inten_cooc_entropy_ch_4":6.69047,"inten_cooc_max_ch_3":0.2428,"inten_cooc_max_ch_4":0.15019,"kurt_inten_ch_1":-0.2432,"kurt_inten_ch_3":4.3863,"kurt_inten_ch_4":-0.76244,"length_ch_1":45.94882,"neighbor_avg_dist_ch_1":252.10827,"neighbor_min_dist_ch_1":60.40476,"neighbor_var_dist_ch_1":103.33813,"perim_ch_1":130.18181,"shape_bfr_ch_1":0.61603,"shape_lwr_ch_1":1.49139,"shape_p_2_a_ch_1":1.511,"skew_inten_ch_1":0.29884,"skew_inten_ch_3":1.9366,"skew_inten_ch_4":0.42823,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":12,"total_inten_ch_1":171479,"total_inten_ch_2":184369,"total_inten_ch_3":89032,"total_inten_ch_4":435659,"var_inten_ch_1":115.38676,"var_inten_ch_3":129.07589,"var_inten_ch_4":433.75993,"width_ch_1":30.80943}
{"case":"Test","class":"PS","angle_ch_1":160.43453,"area_ch_1":270,"avg_inten_ch_1":123.62016,"avg_inten_ch_2":516.44574,"avg_inten_ch_3":85.9031,"avg_inten_ch_4":387,"convex_hull_area_ratio_ch_1":1.03512,"convex_hull_perim_ratio_ch_1":0.96506,"diff_inten_density_ch_1":61.65823,"diff_inten_density_ch_3":51.62869,"diff_inten_density_ch_4":192.95359,"entropy_inten_ch_1":6.79851,"entropy_inten_ch_3":6.05137,"entropy_inten_ch_4":6.82588,"eq_circ_diam_ch_1":18.55599,"eq_ellipse_lwr_ch_1":1.76271,"eq_ellipse_oblate_vol_ch_1":450.02976,"eq_ellipse_prolate_vol_ch_1":255.30598,"eq_sphere_area_ch_1":1081.72789,"eq_sphere_vol_ch_1":3345.42159,"fiber_align_2_ch_3":1.08025,"fiber_align_2_ch_4":1.29498,"fiber_length_ch_1":23.37192,"fiber_width_ch_1":12.13141,"inten_cooc_asm_ch_3":0.04459,"inten_cooc_asm_ch_4":0.02612,"inten_cooc_contrast_ch_3":4.23808,"inten_cooc_contrast_ch_4":6.09574,"inten_cooc_entropy_ch_3":6.09664,"inten_cooc_entropy_ch_4":6.52777,"inten_cooc_max_ch_3":0.19397,"inten_cooc_max_ch_4":0.14655,"kurt_inten_ch_1":0.14444,"kurt_inten_ch_3":4.3653,"kurt_inten_ch_4":-1.42465,"length_ch_1":28.16776,"neighbor_avg_dist_ch_1":236.9717,"neighbor_min_dist_ch_1":30.79949,"neighbor_var_dist_ch_1":103.39757,"perim_ch_1":71.00666,"shape_bfr_ch_1":0.59087,"shape_lwr_ch_1":1.73355,"shape_p_2_a_ch_1":1.41508,"skew_inten_ch_1":-0.2646,"skew_inten_ch_3":1.80884,"skew_inten_ch_4":0.13745,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":31894,"total_inten_ch_2":132986,"total_inten_ch_3":22163,"total_inten_ch_4":99846,"var_inten_ch_1":43.23134,"var_inten_ch_3":93.31489,"var_inten_ch_4":312.53058,"width_ch_1":16.24858}
{"case":"Test","class":"WS","angle_ch_1":76.02195,"area_ch_1":265,"avg_inten_ch_1":200.96838,"avg_inten_ch_2":303.4664,"avg_inten_ch_3":58.80237,"avg_inten_ch_4":148.58498,"convex_hull_area_ratio_ch_1":1.02029,"convex_hull_perim_ratio_ch_1":0.97551,"diff_inten_density_ch_1":98.77919,"diff_inten_density_ch_3":51.92994,"diff_inten_density_ch_4":109.32696,"entropy_inten_ch_1":7.38786,"entropy_inten_ch_3":4.33264,"entropy_inten_ch_4":5.5409,"eq_circ_diam_ch_1":18.3753,"eq_ellipse_lwr_ch_1":1.1462,"eq_ellipse_oblate_vol_ch_1":352.39702,"eq_ellipse_prolate_vol_ch_1":307.44854,"eq_sphere_area_ch_1":1060.76417,"eq_sphere_vol_ch_1":3248.64367,"fiber_align_2_ch_3":1.24201,"fiber_align_2_ch_4":1.45651,"fiber_length_ch_1":16.01145,"fiber_width_ch_1":16.01145,"inten_cooc_asm_ch_3":0.20088,"inten_cooc_asm_ch_4":0.10846,"inten_cooc_contrast_ch_3":3.40064,"inten_cooc_contrast_ch_4":5.45259,"inten_cooc_entropy_ch_3":4.39249,"inten_cooc_entropy_ch_4":5.41141,"inten_cooc_max_ch_3":0.44681,"inten_cooc_max_ch_4":0.3234,"kurt_inten_ch_1":-0.52903,"kurt_inten_ch_3":3.38579,"kurt_inten_ch_4":-0.3929,"length_ch_1":20.10429,"neighbor_avg_dist_ch_1":155.74418,"neighbor_min_dist_ch_1":16.50843,"neighbor_var_dist_ch_1":78.0243,"perim_ch_1":64.04579,"shape_bfr_ch_1":0.7279,"shape_lwr_ch_1":1.10941,"shape_p_2_a_ch_1":1.20351,"skew_inten_ch_1":0.24505,"skew_inten_ch_3":1.74942,"skew_inten_ch_4":0.74862,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":50845,"total_inten_ch_2":76525,"total_inten_ch_3":14877,"total_inten_ch_4":37592,"var_inten_ch_1":112.04145,"var_inten_ch_3":83.75666,"var_inten_ch_4":154.94341,"width_ch_1":18.1216}
{"case":"Test","class":"PS","angle_ch_1":7.08522,"area_ch_1":196,"avg_inten_ch_1":139.52941,"avg_inten_ch_2":270.87701,"avg_inten_ch_3":254.96257,"avg_inten_ch_4":833.80749,"convex_hull_area_ratio_ch_1":1.03085,"convex_hull_perim_ratio_ch_1":0.97498,"diff_inten_density_ch_1":75.82216,"diff_inten_density_ch_3":132.60933,"diff_inten_density_ch_4":326.96501,"entropy_inten_ch_1":6.97722,"entropy_inten_ch_3":7.16658,"entropy_inten_ch_4":7.34631,"eq_circ_diam_ch_1":15.79774,"eq_ellipse_lwr_ch_1":1.20612,"eq_ellipse_oblate_vol_ch_1":229.71009,"eq_ellipse_prolate_vol_ch_1":190.45301,"eq_sphere_area_ch_1":784.04308,"eq_sphere_vol_ch_1":2064.35178,"fiber_align_2_ch_3":1.66217,"fiber_align_2_ch_4":1.34704,"fiber_length_ch_1":13.62005,"fiber_width_ch_1":13.62005,"inten_cooc_asm_ch_3":0.00871,"inten_cooc_asm_ch_4":0.00873,"inten_cooc_contrast_ch_3":7.46863,"inten_cooc_contrast_ch_4":9.58484,"inten_cooc_entropy_ch_3":7.06994,"inten_cooc_entropy_ch_4":7.09575,"inten_cooc_max_ch_3":0.02941,"inten_cooc_max_ch_4":0.0289,"kurt_inten_ch_1":-0.70439,"kurt_inten_ch_3":-0.47481,"kurt_inten_ch_4":-1.24143,"length_ch_1":17.90327,"neighbor_avg_dist_ch_1":217.12887,"neighbor_min_dist_ch_1":28.9758,"neighbor_var_dist_ch_1":117.30322,"perim_ch_1":54.48018,"shape_bfr_ch_1":0.74332,"shape_lwr_ch_1":1.21551,"shape_p_2_a_ch_1":1.15853,"skew_inten_ch_1":0.33745,"skew_inten_ch_3":0.42584,"skew_inten_ch_4":-0.00956,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":26092,"total_inten_ch_2":50468,"total_inten_ch_3":47678,"total_inten_ch_4":155922,"var_inten_ch_1":76.8995,"var_inten_ch_3":162.98776,"var_inten_ch_4":409.07192,"width_ch_1":14.72901}
{"case":"Test","class":"PS","angle_ch_1":61.29243,"area_ch_1":380,"avg_inten_ch_1":104.78788,"avg_inten_ch_2":247.00551,"avg_inten_ch_3":50.14325,"avg_inten_ch_4":56.16529,"convex_hull_area_ratio_ch_1":1.23634,"convex_hull_perim_ratio_ch_1":0.85942,"diff_inten_density_ch_1":72.77177,"diff_inten_density_ch_3":46.44745,"diff_inten_density_ch_4":44.33333,"entropy_inten_ch_1":7.2726,"entropy_inten_ch_3":4.25989,"entropy_inten_ch_4":4.64779,"eq_circ_diam_ch_1":22.01038,"eq_ellipse_lwr_ch_1":2.169,"eq_ellipse_oblate_vol_ch_1":833.12718,"eq_ellipse_prolate_vol_ch_1":384.10652,"eq_sphere_area_ch_1":1521.96599,"eq_sphere_vol_ch_1":5583.17491,"fiber_align_2_ch_3":1.6166,"fiber_align_2_ch_4":1.75065,"fiber_length_ch_1":40.45873,"fiber_width_ch_1":9.83839,"inten_cooc_asm_ch_3":0.21257,"inten_cooc_asm_ch_4":0.20068,"inten_cooc_contrast_ch_3":2.64061,"inten_cooc_contrast_ch_4":2.93879,"inten_cooc_entropy_ch_3":4.25371,"inten_cooc_entropy_ch_4":4.37913,"inten_cooc_max_ch_3":0.45619,"inten_cooc_max_ch_4":0.44713,"kurt_inten_ch_1":0.0908,"kurt_inten_ch_3":2.24912,"kurt_inten_ch_4":0.1743,"length_ch_1":32.75469,"neighbor_avg_dist_ch_1":253.37561,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":125.50342,"perim_ch_1":100.59423,"shape_bfr_ch_1":0.64604,"shape_lwr_ch_1":1.82162,"shape_p_2_a_ch_1":2.02301,"skew_inten_ch_1":0.58691,"skew_inten_ch_3":1.60854,"skew_inten_ch_4":1.0977,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":12,"total_inten_ch_1":38038,"total_inten_ch_2":89301,"total_inten_ch_3":18202,"total_inten_ch_4":20388,"var_inten_ch_1":59.91819,"var_inten_ch_3":73.12031,"var_inten_ch_4":72.88434,"width_ch_1":17.98106}
{"case":"Test","class":"PS","angle_ch_1":48.84776,"area_ch_1":360,"avg_inten_ch_1":49.56395,"avg_inten_ch_2":105.14826,"avg_inten_ch_3":97.52035,"avg_inten_ch_4":36.80523,"convex_hull_area_ratio_ch_1":1.55014,"convex_hull_perim_ratio_ch_1":0.77488,"diff_inten_density_ch_1":63.9157,"diff_inten_density_ch_3":110.72231,"diff_inten_density_ch_4":31.44298,"entropy_inten_ch_1":6.59459,"entropy_inten_ch_3":7.00943,"entropy_inten_ch_4":5.8536,"eq_circ_diam_ch_1":21.42661,"eq_ellipse_lwr_ch_1":3.37483,"eq_ellipse_oblate_vol_ch_1":958.70521,"eq_ellipse_prolate_vol_ch_1":284.07521,"eq_sphere_area_ch_1":1442.30385,"eq_sphere_vol_ch_1":5150.61347,"fiber_align_2_ch_3":1.44511,"fiber_align_2_ch_4":1.57452,"fiber_length_ch_1":61.5244,"fiber_width_ch_1":6.28662,"inten_cooc_asm_ch_3":0.00636,"inten_cooc_asm_ch_4":0.02404,"inten_cooc_contrast_ch_3":20.07966,"inten_cooc_contrast_ch_4":10.00526,"inten_cooc_entropy_ch_3":7.62928,"inten_cooc_entropy_ch_4":6.77243,"inten_cooc_max_ch_3":0.0299,"inten_cooc_max_ch_4":0.13289,"kurt_inten_ch_1":1.45003,"kurt_inten_ch_3":1.56313,"kurt_inten_ch_4":0.57859,"length_ch_1":45.65132,"neighbor_avg_dist_ch_1":166.71037,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":67.46503,"perim_ch_1":135.62204,"shape_bfr_ch_1":0.45802,"shape_lwr_ch_1":2.64727,"shape_p_2_a_ch_1":3.78428,"skew_inten_ch_1":1.38721,"skew_inten_ch_3":1.39836,"skew_inten_ch_4":0.99801,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":17050,"total_inten_ch_2":35828,"total_inten_ch_3":33547,"total_inten_ch_4":12661,"var_inten_ch_1":44.92502,"var_inten_ch_3":96.8374,"var_inten_ch_4":35.0093,"width_ch_1":17.2447}
{"case":"Test","class":"PS","angle_ch_1":111.1742,"area_ch_1":388,"avg_inten_ch_1":19.42049,"avg_inten_ch_2":84.81941,"avg_inten_ch_3":25.13208,"avg_inten_ch_4":18.32615,"convex_hull_area_ratio_ch_1":1.3672,"convex_hull_perim_ratio_ch_1":0.77574,"diff_inten_density_ch_1":33.96131,"diff_inten_density_ch_3":20.87798,"diff_inten_density_ch_4":20.62798,"entropy_inten_ch_1":5.34741,"entropy_inten_ch_3":4.46915,"entropy_inten_ch_4":3.65435,"eq_circ_diam_ch_1":22.2516,"eq_ellipse_lwr_ch_1":2.17971,"eq_ellipse_oblate_vol_ch_1":862.94184,"eq_ellipse_prolate_vol_ch_1":395.89799,"eq_sphere_area_ch_1":1555.50794,"eq_sphere_vol_ch_1":5768.75587,"fiber_align_2_ch_3":1.49627,"fiber_align_2_ch_4":1.34178,"fiber_length_ch_1":52.11685,"fiber_width_ch_1":7.81863,"inten_cooc_asm_ch_3":0.18442,"inten_cooc_asm_ch_4":0.23688,"inten_cooc_contrast_ch_3":3.50132,"inten_cooc_contrast_ch_4":3.26718,"inten_cooc_entropy_ch_3":4.67571,"inten_cooc_entropy_ch_4":4.04735,"inten_cooc_max_ch_3":0.42899,"inten_cooc_max_ch_4":0.48204,"kurt_inten_ch_1":-0.57196,"kurt_inten_ch_3":0.45072,"kurt_inten_ch_4":2.78854,"length_ch_1":35.08207,"neighbor_avg_dist_ch_1":182.09479,"neighbor_min_dist_ch_1":17.49486,"neighbor_var_dist_ch_1":86.81001,"perim_ch_1":119.87096,"shape_bfr_ch_1":0.52929,"shape_lwr_ch_1":1.67514,"shape_p_2_a_ch_1":2.80612,"skew_inten_ch_1":0.53149,"skew_inten_ch_3":1.12789,"skew_inten_ch_4":1.81539,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":7205,"total_inten_ch_2":31098,"total_inten_ch_3":9324,"total_inten_ch_4":6799,"var_inten_ch_1":15.71052,"var_inten_ch_3":30.92773,"var_inten_ch_4":29.82345,"width_ch_1":20.9428}
{"case":"Test","class":"WS","angle_ch_1":63.04544,"area_ch_1":208,"avg_inten_ch_1":221.43216,"avg_inten_ch_2":271.56784,"avg_inten_ch_3":15.39698,"avg_inten_ch_4":29.17588,"convex_hull_area_ratio_ch_1":1.17661,"convex_hull_perim_ratio_ch_1":0.95446,"diff_inten_density_ch_1":110.15406,"diff_inten_density_ch_3":23.60504,"diff_inten_density_ch_4":22.96078,"entropy_inten_ch_1":7.26344,"entropy_inten_ch_3":2.5196,"entropy_inten_ch_4":3.22303,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":2.96143,"eq_ellipse_oblate_vol_ch_1":395.14108,"eq_ellipse_prolate_vol_ch_1":133.42897,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.4943,"fiber_align_2_ch_4":1.61786,"fiber_length_ch_1":27.77189,"fiber_width_ch_1":7.90709,"inten_cooc_asm_ch_3":0.38917,"inten_cooc_asm_ch_4":0.36733,"inten_cooc_contrast_ch_3":1.92637,"inten_cooc_contrast_ch_4":1.8306,"inten_cooc_entropy_ch_3":2.83649,"inten_cooc_entropy_ch_4":3.10971,"inten_cooc_max_ch_3":0.62069,"inten_cooc_max_ch_4":0.60345,"kurt_inten_ch_1":-0.83472,"kurt_inten_ch_3":22.79363,"kurt_inten_ch_4":0.644,"length_ch_1":28.84772,"neighbor_avg_dist_ch_1":165.78624,"neighbor_min_dist_ch_1":11.02677,"neighbor_var_dist_ch_1":69.77308,"perim_ch_1":71.35797,"shape_bfr_ch_1":0.60868,"shape_lwr_ch_1":2.42842,"shape_p_2_a_ch_1":1.84523,"skew_inten_ch_1":0.06893,"skew_inten_ch_3":4.00029,"skew_inten_ch_4":1.33864,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":44065,"total_inten_ch_2":53844,"total_inten_ch_3":3064,"total_inten_ch_4":5806,"var_inten_ch_1":123.31939,"var_inten_ch_3":36.74123,"var_inten_ch_4":44.38915,"width_ch_1":11.87922}
{"case":"Train","class":"WS","angle_ch_1":30.39963,"area_ch_1":170,"avg_inten_ch_1":504.42945,"avg_inten_ch_2":500.53374,"avg_inten_ch_3":387.5092,"avg_inten_ch_4":86,"convex_hull_area_ratio_ch_1":1.02346,"convex_hull_perim_ratio_ch_1":0.97375,"diff_inten_density_ch_1":169.18855,"diff_inten_density_ch_3":184.90572,"diff_inten_density_ch_4":79.08754,"entropy_inten_ch_1":7.16005,"entropy_inten_ch_3":6.50915,"entropy_inten_ch_4":5.41385,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":1.06834,"eq_ellipse_oblate_vol_ch_1":175.93702,"eq_ellipse_prolate_vol_ch_1":164.68297,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.1872,"fiber_align_2_ch_4":1.69928,"fiber_length_ch_1":12.59624,"fiber_width_ch_1":12.59624,"inten_cooc_asm_ch_3":0.02694,"inten_cooc_asm_ch_4":0.08327,"inten_cooc_contrast_ch_3":3.77948,"inten_cooc_contrast_ch_4":6.05376,"inten_cooc_entropy_ch_3":6.20057,"inten_cooc_entropy_ch_4":5.51859,"inten_cooc_max_ch_3":0.13423,"inten_cooc_max_ch_4":0.27703,"kurt_inten_ch_1":-0.44908,"kurt_inten_ch_3":-1.04731,"kurt_inten_ch_4":-0.25632,"length_ch_1":16.14238,"neighbor_avg_dist_ch_1":189.07615,"neighbor_min_dist_ch_1":16.94706,"neighbor_var_dist_ch_1":88.54331,"perim_ch_1":50.38495,"shape_bfr_ch_1":0.68412,"shape_lwr_ch_1":1.04338,"shape_p_2_a_ch_1":1.13039,"skew_inten_ch_1":-0.24711,"skew_inten_ch_3":0.46676,"skew_inten_ch_4":0.89373,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":82222,"total_inten_ch_2":81425,"total_inten_ch_3":63164,"total_inten_ch_4":14018,"var_inten_ch_1":191.35647,"var_inten_ch_3":324.34809,"var_inten_ch_4":92.41504,"width_ch_1":15.4712}
{"case":"Train","class":"PS","angle_ch_1":86.73268,"area_ch_1":193,"avg_inten_ch_1":20.55676,"avg_inten_ch_2":133.88649,"avg_inten_ch_3":17.6,"avg_inten_ch_4":114.05946,"convex_hull_area_ratio_ch_1":1.18933,"convex_hull_perim_ratio_ch_1":0.81728,"diff_inten_density_ch_1":35.73457,"diff_inten_density_ch_3":21.39506,"diff_inten_density_ch_4":78.41358,"entropy_inten_ch_1":5.27779,"entropy_inten_ch_3":3.88595,"entropy_inten_ch_4":6.06138,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":2.57816,"eq_ellipse_oblate_vol_ch_1":330.47131,"eq_ellipse_prolate_vol_ch_1":128.18126,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.75659,"fiber_align_2_ch_4":1.01316,"fiber_length_ch_1":33.53706,"fiber_width_ch_1":6.14933,"inten_cooc_asm_ch_3":0.16975,"inten_cooc_asm_ch_4":0.0269,"inten_cooc_contrast_ch_3":5.38689,"inten_cooc_contrast_ch_4":8.71872,"inten_cooc_entropy_ch_3":4.58846,"inten_cooc_entropy_ch_4":6.49861,"inten_cooc_max_ch_3":0.41317,"inten_cooc_max_ch_4":0.1465,"kurt_inten_ch_1":-0.29746,"kurt_inten_ch_3":2.804,"kurt_inten_ch_4":-0.64534,"length_ch_1":25.72869,"neighbor_avg_dist_ch_1":261.89694,"neighbor_min_dist_ch_1":35.01967,"neighbor_var_dist_ch_1":140.36074,"perim_ch_1":79.37279,"shape_bfr_ch_1":0.62191,"shape_lwr_ch_1":2.12303,"shape_p_2_a_ch_1":2.43096,"skew_inten_ch_1":0.56571,"skew_inten_ch_3":1.59086,"skew_inten_ch_4":0.35496,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3803,"total_inten_ch_2":24585,"total_inten_ch_3":3256,"total_inten_ch_4":21101,"var_inten_ch_1":16.16229,"var_inten_ch_3":24.09154,"var_inten_ch_4":89.32432,"width_ch_1":12.11887}
{"case":"Test","class":"WS","angle_ch_1":118.30295,"area_ch_1":306,"avg_inten_ch_1":144.80822,"avg_inten_ch_2":538.7089,"avg_inten_ch_3":112.94178,"avg_inten_ch_4":644.9863,"convex_hull_area_ratio_ch_1":1.01159,"convex_hull_perim_ratio_ch_1":0.98514,"diff_inten_density_ch_1":68.9304,"diff_inten_density_ch_3":71.21245,"diff_inten_density_ch_4":439.13919,"entropy_inten_ch_1":7.14063,"entropy_inten_ch_3":7.18107,"entropy_inten_ch_4":4.66975,"eq_circ_diam_ch_1":19.74084,"eq_ellipse_lwr_ch_1":1.05233,"eq_ellipse_oblate_vol_ch_1":418.67023,"eq_ellipse_prolate_vol_ch_1":397.8502,"eq_sphere_area_ch_1":1224.28118,"eq_sphere_vol_ch_1":4028.05668,"fiber_align_2_ch_3":1.4655,"fiber_align_2_ch_4":1.0085,"fiber_length_ch_1":16.45371,"fiber_width_ch_1":16.45371,"inten_cooc_asm_ch_3":0.00786,"inten_cooc_asm_ch_4":0.17571,"inten_cooc_contrast_ch_3":9.99817,"inten_cooc_contrast_ch_4":1.9707,"inten_cooc_entropy_ch_3":7.32992,"inten_cooc_entropy_ch_4":4.42792,"inten_cooc_max_ch_3":0.03297,"inten_cooc_max_ch_4":0.41026,"kurt_inten_ch_1":-0.32423,"kurt_inten_ch_3":1.61628,"kurt_inten_ch_4":-0.09368,"length_ch_1":21.98113,"neighbor_avg_dist_ch_1":299.81524,"neighbor_min_dist_ch_1":21.98212,"neighbor_var_dist_ch_1":130.14546,"perim_ch_1":65.81485,"shape_bfr_ch_1":0.69006,"shape_lwr_ch_1":1.08935,"shape_p_2_a_ch_1":1.08891,"skew_inten_ch_1":0.01516,"skew_inten_ch_3":1.23664,"skew_inten_ch_4":1.19245,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":42284,"total_inten_ch_2":157012,"total_inten_ch_3":32979,"total_inten_ch_4":188336,"var_inten_ch_1":59.63351,"var_inten_ch_3":89.90318,"var_inten_ch_4":933.52431,"width_ch_1":20.1783}
{"case":"Test","class":"PS","angle_ch_1":41.58477,"area_ch_1":214,"avg_inten_ch_1":19.9561,"avg_inten_ch_2":354.66829,"avg_inten_ch_3":4.19024,"avg_inten_ch_4":128.62439,"convex_hull_area_ratio_ch_1":1.04245,"convex_hull_perim_ratio_ch_1":0.95861,"diff_inten_density_ch_1":34.6383,"diff_inten_density_ch_3":7.85638,"diff_inten_density_ch_4":54.23936,"entropy_inten_ch_1":5.20913,"entropy_inten_ch_3":2.07115,"entropy_inten_ch_4":5.14118,"eq_circ_diam_ch_1":16.5406,"eq_ellipse_lwr_ch_1":1.1013,"eq_ellipse_oblate_vol_ch_1":251.94493,"eq_ellipse_prolate_vol_ch_1":228.76999,"eq_sphere_area_ch_1":859.51247,"eq_sphere_vol_ch_1":2369.47476,"fiber_align_2_ch_3":1.82039,"fiber_align_2_ch_4":1.02357,"fiber_length_ch_1":15.99226,"fiber_width_ch_1":13.89519,"inten_cooc_asm_ch_3":0.44033,"inten_cooc_asm_ch_4":0.1304,"inten_cooc_contrast_ch_3":1.86966,"inten_cooc_contrast_ch_4":2.4477,"inten_cooc_entropy_ch_3":2.54088,"inten_cooc_entropy_ch_4":4.90217,"inten_cooc_max_ch_3":0.67196,"inten_cooc_max_ch_4":0.3545,"kurt_inten_ch_1":-0.77066,"kurt_inten_ch_3":12.8654,"kurt_inten_ch_4":-1.55656,"length_ch_1":20.32065,"neighbor_avg_dist_ch_1":216.19029,"neighbor_min_dist_ch_1":32.3757,"neighbor_var_dist_ch_1":109.54247,"perim_ch_1":59.77489,"shape_bfr_ch_1":0.57569,"shape_lwr_ch_1":1.10629,"shape_p_2_a_ch_1":1.27953,"skew_inten_ch_1":0.44232,"skew_inten_ch_3":3.43307,"skew_inten_ch_4":0.25411,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4091,"total_inten_ch_2":72503,"total_inten_ch_3":859,"total_inten_ch_4":26368,"var_inten_ch_1":15.95307,"var_inten_ch_3":10.42033,"var_inten_ch_4":123.87673,"width_ch_1":18.36831}
{"case":"Train","class":"PS","angle_ch_1":97.12651,"area_ch_1":321,"avg_inten_ch_1":933.76873,"avg_inten_ch_2":779.61564,"avg_inten_ch_3":136.18241,"avg_inten_ch_4":519.08143,"convex_hull_area_ratio_ch_1":1.13865,"convex_hull_perim_ratio_ch_1":0.86757,"diff_inten_density_ch_1":331.91297,"diff_inten_density_ch_3":96.82238,"diff_inten_density_ch_4":341.23446,"entropy_inten_ch_1":8.03076,"entropy_inten_ch_3":7.28,"entropy_inten_ch_4":7.44652,"eq_circ_diam_ch_1":20.24153,"eq_ellipse_lwr_ch_1":1.42299,"eq_ellipse_oblate_vol_ch_1":524.84422,"eq_ellipse_prolate_vol_ch_1":368.83134,"eq_sphere_area_ch_1":1287.17234,"eq_sphere_vol_ch_1":4342.39033,"fiber_align_2_ch_3":1.24511,"fiber_align_2_ch_4":1.46583,"fiber_length_ch_1":31.752,"fiber_width_ch_1":10.65451,"inten_cooc_asm_ch_3":0.00886,"inten_cooc_asm_ch_4":0.01338,"inten_cooc_contrast_ch_3":11.69851,"inten_cooc_contrast_ch_4":10.50619,"inten_cooc_entropy_ch_3":7.27586,"inten_cooc_entropy_ch_4":7.09693,"inten_cooc_max_ch_3":0.04982,"inten_cooc_max_ch_4":0.08541,"kurt_inten_ch_1":-1.02706,"kurt_inten_ch_3":-0.10837,"kurt_inten_ch_4":-0.41616,"length_ch_1":26.28661,"neighbor_avg_dist_ch_1":269.00506,"neighbor_min_dist_ch_1":61.26625,"neighbor_var_dist_ch_1":117.4047,"perim_ch_1":84.81302,"shape_bfr_ch_1":0.59141,"shape_lwr_ch_1":1.26993,"shape_p_2_a_ch_1":1.69203,"skew_inten_ch_1":-0.2642,"skew_inten_ch_3":0.68604,"skew_inten_ch_4":0.50876,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":286667,"total_inten_ch_2":239036,"total_inten_ch_3":41808,"total_inten_ch_4":159358,"var_inten_ch_1":431.37595,"var_inten_ch_3":104.52186,"var_inten_ch_4":383.68261,"width_ch_1":20.69926}
{"case":"Train","class":"PS","angle_ch_1":1.5124,"area_ch_1":253,"avg_inten_ch_1":154.02479,"avg_inten_ch_2":330.81818,"avg_inten_ch_3":91.69421,"avg_inten_ch_4":556.90083,"convex_hull_area_ratio_ch_1":1.05295,"convex_hull_perim_ratio_ch_1":0.94359,"diff_inten_density_ch_1":74.07383,"diff_inten_density_ch_3":78.40492,"diff_inten_density_ch_4":309.80537,"entropy_inten_ch_1":7.05238,"entropy_inten_ch_3":6.27699,"entropy_inten_ch_4":7.47985,"eq_circ_diam_ch_1":17.9714,"eq_ellipse_lwr_ch_1":1.14257,"eq_ellipse_oblate_vol_ch_1":329.14433,"eq_ellipse_prolate_vol_ch_1":288.07318,"eq_sphere_area_ch_1":1014.64399,"eq_sphere_vol_ch_1":3039.09548,"fiber_align_2_ch_3":1.31612,"fiber_align_2_ch_4":1.18663,"fiber_length_ch_1":17.99201,"fiber_width_ch_1":14.57917,"inten_cooc_asm_ch_3":0.03167,"inten_cooc_asm_ch_4":0.00936,"inten_cooc_contrast_ch_3":8.88625,"inten_cooc_contrast_ch_4":8.41004,"inten_cooc_entropy_ch_3":6.47285,"inten_cooc_entropy_ch_4":7.09677,"inten_cooc_max_ch_3":0.1704,"inten_cooc_max_ch_4":0.04036,"kurt_inten_ch_1":-0.46353,"kurt_inten_ch_3":0.67415,"kurt_inten_ch_4":-1.06207,"length_ch_1":19.58071,"neighbor_avg_dist_ch_1":232.41431,"neighbor_min_dist_ch_1":18.45699,"neighbor_var_dist_ch_1":127.27042,"perim_ch_1":65.14236,"shape_bfr_ch_1":0.77701,"shape_lwr_ch_1":1.17443,"shape_p_2_a_ch_1":1.28737,"skew_inten_ch_1":-0.144,"skew_inten_ch_3":1.04704,"skew_inten_ch_4":0.18741,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":37274,"total_inten_ch_2":79817,"total_inten_ch_3":22190,"total_inten_ch_4":134770,"var_inten_ch_1":62.84271,"var_inten_ch_3":91.09235,"var_inten_ch_4":374.65346,"width_ch_1":16.67249}
{"case":"Test","class":"WS","angle_ch_1":95.016,"area_ch_1":607,"avg_inten_ch_1":39.27931,"avg_inten_ch_2":122.24828,"avg_inten_ch_3":86.58966,"avg_inten_ch_4":80.67931,"convex_hull_area_ratio_ch_1":1.1727,"convex_hull_perim_ratio_ch_1":0.86027,"diff_inten_density_ch_1":45.88257,"diff_inten_density_ch_3":70.12661,"diff_inten_density_ch_4":57.96881,"entropy_inten_ch_1":6.26087,"entropy_inten_ch_3":6.51194,"entropy_inten_ch_4":6.50428,"eq_circ_diam_ch_1":27.82199,"eq_ellipse_lwr_ch_1":2.14573,"eq_ellipse_oblate_vol_ch_1":1673.5979,"eq_ellipse_prolate_vol_ch_1":779.96652,"eq_sphere_area_ch_1":2431.79138,"eq_sphere_vol_ch_1":11276.2134,"fiber_align_2_ch_3":1.35894,"fiber_align_2_ch_4":1.69967,"fiber_length_ch_1":50.53642,"fiber_width_ch_1":12.3099,"inten_cooc_asm_ch_3":0.0447,"inten_cooc_asm_ch_4":0.03114,"inten_cooc_contrast_ch_3":6.78928,"inten_cooc_contrast_ch_4":7.55444,"inten_cooc_entropy_ch_3":6.34403,"inten_cooc_entropy_ch_4":6.5981,"inten_cooc_max_ch_3":0.20182,"inten_cooc_max_ch_4":0.17037,"kurt_inten_ch_1":1.54654,"kurt_inten_ch_3":2.4432,"kurt_inten_ch_4":1.31752,"length_ch_1":40.67082,"neighbor_avg_dist_ch_1":253.85355,"neighbor_min_dist_ch_1":22.89308,"neighbor_var_dist_ch_1":109.88626,"perim_ch_1":125.69264,"shape_bfr_ch_1":0.6775,"shape_lwr_ch_1":1.84336,"shape_p_2_a_ch_1":2.02092,"skew_inten_ch_1":1.23017,"skew_inten_ch_3":1.44653,"skew_inten_ch_4":1.08593,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":14,"total_inten_ch_1":22782,"total_inten_ch_2":70325,"total_inten_ch_3":50222,"total_inten_ch_4":46794,"var_inten_ch_1":36.81259,"var_inten_ch_3":96.17544,"var_inten_ch_4":77.91866,"width_ch_1":22.06336}
{"case":"Test","class":"PS","angle_ch_1":171.56828,"area_ch_1":916,"avg_inten_ch_1":24.28032,"avg_inten_ch_2":29.51259,"avg_inten_ch_3":17.75858,"avg_inten_ch_4":13.89588,"convex_hull_area_ratio_ch_1":1.56703,"convex_hull_perim_ratio_ch_1":0.74613,"diff_inten_density_ch_1":41.88286,"diff_inten_density_ch_3":27.62392,"diff_inten_density_ch_4":22.08878,"entropy_inten_ch_1":5.70541,"entropy_inten_ch_3":5.24038,"entropy_inten_ch_4":4.83435,"eq_circ_diam_ch_1":34.15309,"eq_ellipse_lwr_ch_1":1.89763,"eq_ellipse_oblate_vol_ch_1":2911.35004,"eq_ellipse_prolate_vol_ch_1":1534.20352,"eq_sphere_area_ch_1":3664.45805,"eq_sphere_vol_ch_1":20858.75796,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":92.78581,"fiber_width_ch_1":10.28012,"inten_cooc_asm_ch_3":0.01048,"inten_cooc_asm_ch_4":0.02213,"inten_cooc_contrast_ch_3":32.59805,"inten_cooc_contrast_ch_4":24.59173,"inten_cooc_entropy_ch_3":7.55621,"inten_cooc_entropy_ch_4":7.0475,"inten_cooc_max_ch_3":0.07911,"inten_cooc_max_ch_4":0.13161,"kurt_inten_ch_1":-0.12879,"kurt_inten_ch_3":-0.05876,"kurt_inten_ch_4":0.04029,"length_ch_1":57.57626,"neighbor_avg_dist_ch_1":171.7606,"neighbor_min_dist_ch_1":38.08792,"neighbor_var_dist_ch_1":64.57619,"perim_ch_1":206.13186,"shape_bfr_ch_1":0.42122,"shape_lwr_ch_1":1.52423,"shape_p_2_a_ch_1":3.54485,"skew_inten_ch_1":0.68739,"skew_inten_ch_3":0.78088,"skew_inten_ch_4":0.89306,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":19,"total_inten_ch_1":21221,"total_inten_ch_2":24921,"total_inten_ch_3":15521,"total_inten_ch_4":12145,"var_inten_ch_1":19.91332,"var_inten_ch_3":16.1867,"var_inten_ch_4":13.97691,"width_ch_1":37.77407}
{"case":"Train","class":"WS","angle_ch_1":77.55598,"area_ch_1":163,"avg_inten_ch_1":94.11538,"avg_inten_ch_2":186.35897,"avg_inten_ch_3":2.57051,"avg_inten_ch_4":41.28205,"convex_hull_area_ratio_ch_1":1.04733,"convex_hull_perim_ratio_ch_1":0.96576,"diff_inten_density_ch_1":45.17021,"diff_inten_density_ch_3":5.75887,"diff_inten_density_ch_4":27.91489,"entropy_inten_ch_1":6.51906,"entropy_inten_ch_3":1.03765,"entropy_inten_ch_4":4.13077,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":1.33744,"eq_ellipse_oblate_vol_ch_1":184.30837,"eq_ellipse_prolate_vol_ch_1":137.80717,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.74655,"fiber_align_2_ch_4":1.23727,"fiber_length_ch_1":12.85219,"fiber_width_ch_1":12.85219,"inten_cooc_asm_ch_3":0.68601,"inten_cooc_asm_ch_4":0.19057,"inten_cooc_contrast_ch_3":0.30453,"inten_cooc_contrast_ch_4":2.22309,"inten_cooc_entropy_ch_3":1.27319,"inten_cooc_entropy_ch_4":4.34007,"inten_cooc_max_ch_3":0.84286,"inten_cooc_max_ch_4":0.42958,"kurt_inten_ch_1":-0.52633,"kurt_inten_ch_3":14.12359,"kurt_inten_ch_4":-0.67809,"length_ch_1":17.54043,"neighbor_avg_dist_ch_1":196.64725,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":95.12447,"perim_ch_1":51.40876,"shape_bfr_ch_1":0.67739,"shape_lwr_ch_1":1.27455,"shape_p_2_a_ch_1":1.2253,"skew_inten_ch_1":-0.26484,"skew_inten_ch_3":3.64138,"skew_inten_ch_4":0.89255,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":14682,"total_inten_ch_2":28917,"total_inten_ch_3":401,"total_inten_ch_4":6440,"var_inten_ch_1":42.72406,"var_inten_ch_3":8.04245,"var_inten_ch_4":51.83984,"width_ch_1":13.76202}
{"case":"Test","class":"WS","angle_ch_1":154.87727,"area_ch_1":265,"avg_inten_ch_1":193.7668,"avg_inten_ch_2":218.7747,"avg_inten_ch_3":298.68379,"avg_inten_ch_4":361.77075,"convex_hull_area_ratio_ch_1":1.03053,"convex_hull_perim_ratio_ch_1":0.96941,"diff_inten_density_ch_1":85.37872,"diff_inten_density_ch_3":151.28936,"diff_inten_density_ch_4":206.65106,"entropy_inten_ch_1":7.15225,"entropy_inten_ch_3":6.986,"entropy_inten_ch_4":7.49377,"eq_circ_diam_ch_1":18.3753,"eq_ellipse_lwr_ch_1":1.09257,"eq_ellipse_oblate_vol_ch_1":344.05377,"eq_ellipse_prolate_vol_ch_1":314.90412,"eq_sphere_area_ch_1":1060.76417,"eq_sphere_vol_ch_1":3248.64367,"fiber_align_2_ch_3":1.56487,"fiber_align_2_ch_4":1.51269,"fiber_length_ch_1":15.72977,"fiber_width_ch_1":15.72977,"inten_cooc_asm_ch_3":0.01996,"inten_cooc_asm_ch_4":0.00797,"inten_cooc_contrast_ch_3":9.28936,"inten_cooc_contrast_ch_4":13.89149,"inten_cooc_entropy_ch_3":6.70937,"inten_cooc_entropy_ch_4":7.32072,"inten_cooc_max_ch_3":0.11489,"inten_cooc_max_ch_4":0.03404,"kurt_inten_ch_1":0.56626,"kurt_inten_ch_3":-0.40396,"kurt_inten_ch_4":-0.52858,"length_ch_1":20.10495,"neighbor_avg_dist_ch_1":208.87476,"neighbor_min_dist_ch_1":36.31278,"neighbor_var_dist_ch_1":99.80058,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.71594,"shape_lwr_ch_1":1.09124,"shape_p_2_a_ch_1":1.14713,"skew_inten_ch_1":0.71868,"skew_inten_ch_3":0.22657,"skew_inten_ch_4":0.15308,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":49023,"total_inten_ch_2":55098,"total_inten_ch_3":75567,"total_inten_ch_4":91528,"var_inten_ch_1":74.82483,"var_inten_ch_3":202.43823,"var_inten_ch_4":224.86154,"width_ch_1":18.42391}
{"case":"Test","class":"PS","angle_ch_1":169.16899,"area_ch_1":157,"avg_inten_ch_1":126.34,"avg_inten_ch_2":307.02,"avg_inten_ch_3":18.60667,"avg_inten_ch_4":41.65333,"convex_hull_area_ratio_ch_1":1.06731,"convex_hull_perim_ratio_ch_1":0.97698,"diff_inten_density_ch_1":80.22509,"diff_inten_density_ch_3":18.78598,"diff_inten_density_ch_4":45.64945,"entropy_inten_ch_1":6.71536,"entropy_inten_ch_3":3.22526,"entropy_inten_ch_4":3.6453,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.92396,"eq_ellipse_oblate_vol_ch_1":208.42833,"eq_ellipse_prolate_vol_ch_1":108.33284,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.71265,"fiber_align_2_ch_4":1.69153,"fiber_length_ch_1":15.63101,"fiber_width_ch_1":10.46107,"inten_cooc_asm_ch_3":0.27244,"inten_cooc_asm_ch_4":0.25376,"inten_cooc_contrast_ch_3":3.21,"inten_cooc_contrast_ch_4":3.55586,"inten_cooc_entropy_ch_3":3.72359,"inten_cooc_entropy_ch_4":3.88983,"inten_cooc_max_ch_3":0.51799,"inten_cooc_max_ch_4":0.5036,"kurt_inten_ch_1":0.35456,"kurt_inten_ch_3":0.17421,"kurt_inten_ch_4":5.58773,"length_ch_1":19.44699,"neighbor_avg_dist_ch_1":180.92063,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":91.54101,"perim_ch_1":52.18415,"shape_bfr_ch_1":0.73092,"shape_lwr_ch_1":1.75811,"shape_p_2_a_ch_1":1.32526,"skew_inten_ch_1":0.51392,"skew_inten_ch_3":1.15999,"skew_inten_ch_4":2.15622,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":18951,"total_inten_ch_2":45904,"total_inten_ch_3":2791,"total_inten_ch_4":6248,"var_inten_ch_1":65.23586,"var_inten_ch_3":26.0709,"var_inten_ch_4":66.9332,"width_ch_1":11.06128}
{"case":"Train","class":"PS","angle_ch_1":131.15028,"area_ch_1":470,"avg_inten_ch_1":299.32071,"avg_inten_ch_2":335.5078,"avg_inten_ch_3":169.93318,"avg_inten_ch_4":223.82851,"convex_hull_area_ratio_ch_1":1.17729,"convex_hull_perim_ratio_ch_1":0.912,"diff_inten_density_ch_1":134.93029,"diff_inten_density_ch_3":145.23077,"diff_inten_density_ch_4":128.3774,"entropy_inten_ch_1":8.20043,"entropy_inten_ch_3":5.00854,"entropy_inten_ch_4":7.20046,"eq_circ_diam_ch_1":24.47921,"eq_ellipse_lwr_ch_1":2.15453,"eq_ellipse_oblate_vol_ch_1":1142.26681,"eq_ellipse_prolate_vol_ch_1":530.16929,"eq_sphere_area_ch_1":1882.54195,"eq_sphere_vol_ch_1":7680.52323,"fiber_align_2_ch_3":1.73648,"fiber_align_2_ch_4":1.2958,"fiber_length_ch_1":43.99624,"fiber_width_ch_1":11.12006,"inten_cooc_asm_ch_3":0.18471,"inten_cooc_asm_ch_4":0.02707,"inten_cooc_contrast_ch_3":2.02772,"inten_cooc_contrast_ch_4":6.03544,"inten_cooc_entropy_ch_3":4.48956,"inten_cooc_entropy_ch_4":6.58169,"inten_cooc_max_ch_3":0.42373,"inten_cooc_max_ch_4":0.1432,"kurt_inten_ch_1":-0.22195,"kurt_inten_ch_3":3.8057,"kurt_inten_ch_4":-0.30564,"length_ch_1":41.60907,"neighbor_avg_dist_ch_1":165.89154,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":79.87612,"perim_ch_1":110.2326,"shape_bfr_ch_1":0.53855,"shape_lwr_ch_1":1.98116,"shape_p_2_a_ch_1":1.97645,"skew_inten_ch_1":0.66044,"skew_inten_ch_3":2.04671,"skew_inten_ch_4":0.72666,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":11,"total_inten_ch_1":134395,"total_inten_ch_2":150195,"total_inten_ch_3":76300,"total_inten_ch_4":100499,"var_inten_ch_1":193.27807,"var_inten_ch_3":281.26191,"var_inten_ch_4":199.11529,"width_ch_1":21.00234}
{"case":"Train","class":"PS","angle_ch_1":179.42648,"area_ch_1":197,"avg_inten_ch_1":225.69681,"avg_inten_ch_2":10.23404,"avg_inten_ch_3":556.37234,"avg_inten_ch_4":38.42553,"convex_hull_area_ratio_ch_1":1.10797,"convex_hull_perim_ratio_ch_1":0.96503,"diff_inten_density_ch_1":122.02959,"diff_inten_density_ch_3":306.36095,"diff_inten_density_ch_4":42.78107,"entropy_inten_ch_1":7.14839,"entropy_inten_ch_3":7.41629,"entropy_inten_ch_4":4.55551,"eq_circ_diam_ch_1":15.83993,"eq_ellipse_lwr_ch_1":3.55285,"eq_ellipse_oblate_vol_ch_1":397.41725,"eq_ellipse_prolate_vol_ch_1":111.85874,"eq_sphere_area_ch_1":788.23583,"eq_sphere_vol_ch_1":2080.93287,"fiber_align_2_ch_3":1.39253,"fiber_align_2_ch_4":1.03363,"fiber_length_ch_1":27.62705,"fiber_width_ch_1":7.37944,"inten_cooc_asm_ch_3":0.01219,"inten_cooc_asm_ch_4":0.11295,"inten_cooc_contrast_ch_3":4.93817,"inten_cooc_contrast_ch_4":6.38824,"inten_cooc_entropy_ch_3":6.63486,"inten_cooc_entropy_ch_4":5.15101,"inten_cooc_max_ch_3":0.03933,"inten_cooc_max_ch_4":0.3427,"kurt_inten_ch_1":-0.59607,"kurt_inten_ch_3":-0.17745,"kurt_inten_ch_4":4.76316,"length_ch_1":28.70622,"neighbor_avg_dist_ch_1":170.24395,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":90.78964,"perim_ch_1":70.01299,"shape_bfr_ch_1":0.73122,"shape_lwr_ch_1":3.05774,"shape_p_2_a_ch_1":1.91332,"skew_inten_ch_1":0.80191,"skew_inten_ch_3":1.02326,"skew_inten_ch_4":2.07438,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":42431,"total_inten_ch_2":1737,"total_inten_ch_3":104598,"total_inten_ch_4":7224,"var_inten_ch_1":195.63916,"var_inten_ch_3":524.84886,"var_inten_ch_4":56.94192,"width_ch_1":9.38804}
{"case":"Test","class":"PS","angle_ch_1":76.79895,"area_ch_1":309,"avg_inten_ch_1":88.56949,"avg_inten_ch_2":144.45763,"avg_inten_ch_3":213.86102,"avg_inten_ch_4":218.35593,"convex_hull_area_ratio_ch_1":1.50479,"convex_hull_perim_ratio_ch_1":0.76985,"diff_inten_density_ch_1":85.2824,"diff_inten_density_ch_3":195.08511,"diff_inten_density_ch_4":187.69632,"entropy_inten_ch_1":7.08054,"entropy_inten_ch_3":7.34859,"entropy_inten_ch_4":5.41562,"eq_circ_diam_ch_1":19.84199,"eq_ellipse_lwr_ch_1":2.72055,"eq_ellipse_oblate_vol_ch_1":683.56935,"eq_ellipse_prolate_vol_ch_1":251.26186,"eq_sphere_area_ch_1":1236.85941,"eq_sphere_vol_ch_1":4090.29207,"fiber_align_2_ch_3":1.00964,"fiber_align_2_ch_4":1.75882,"fiber_length_ch_1":56.70971,"fiber_width_ch_1":5.78529,"inten_cooc_asm_ch_3":0.00732,"inten_cooc_asm_ch_4":0.11028,"inten_cooc_contrast_ch_3":15.63916,"inten_cooc_contrast_ch_4":5.59717,"inten_cooc_entropy_ch_3":7.4482,"inten_cooc_entropy_ch_4":5.34469,"inten_cooc_max_ch_3":0.03788,"inten_cooc_max_ch_4":0.33712,"kurt_inten_ch_1":1.10469,"kurt_inten_ch_3":0.41936,"kurt_inten_ch_4":-0.61645,"length_ch_1":41.38378,"neighbor_avg_dist_ch_1":181.82864,"neighbor_min_dist_ch_1":19.12634,"neighbor_var_dist_ch_1":90.79296,"perim_ch_1":124.99001,"shape_bfr_ch_1":0.40615,"shape_lwr_ch_1":2.2495,"shape_p_2_a_ch_1":3.78927,"skew_inten_ch_1":1.04209,"skew_inten_ch_3":0.96976,"skew_inten_ch_4":0.80506,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":26128,"total_inten_ch_2":42321,"total_inten_ch_3":63089,"total_inten_ch_4":64415,"var_inten_ch_1":64.36302,"var_inten_ch_3":183.21599,"var_inten_ch_4":248.21202,"width_ch_1":18.39689}
{"case":"Test","class":"PS","angle_ch_1":88.99855,"area_ch_1":162,"avg_inten_ch_1":68.71613,"avg_inten_ch_2":32.70968,"avg_inten_ch_3":149.38065,"avg_inten_ch_4":243.87097,"convex_hull_area_ratio_ch_1":1.15582,"convex_hull_perim_ratio_ch_1":0.93602,"diff_inten_density_ch_1":62.99251,"diff_inten_density_ch_3":101.23221,"diff_inten_density_ch_4":128.66292,"entropy_inten_ch_1":6.34936,"entropy_inten_ch_3":6.76632,"entropy_inten_ch_4":6.67113,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":4.3399,"eq_ellipse_oblate_vol_ch_1":328.82069,"eq_ellipse_prolate_vol_ch_1":75.76682,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.01844,"fiber_align_2_ch_4":1.52754,"fiber_length_ch_1":32.12227,"fiber_width_ch_1":5.39229,"inten_cooc_asm_ch_3":0.00794,"inten_cooc_asm_ch_4":0.00899,"inten_cooc_contrast_ch_3":20.22426,"inten_cooc_contrast_ch_4":15.02264,"inten_cooc_entropy_ch_3":7.18186,"inten_cooc_entropy_ch_4":7.09132,"inten_cooc_max_ch_3":0.02419,"inten_cooc_max_ch_4":0.04196,"kurt_inten_ch_1":1.07634,"kurt_inten_ch_3":1.73877,"kurt_inten_ch_4":-0.60783,"length_ch_1":31.76904,"neighbor_avg_dist_ch_1":167.82522,"neighbor_min_dist_ch_1":16.02515,"neighbor_var_dist_ch_1":80.8991,"perim_ch_1":75.02913,"shape_bfr_ch_1":0.60983,"shape_lwr_ch_1":3.78832,"shape_p_2_a_ch_1":2.58623,"skew_inten_ch_1":1.0967,"skew_inten_ch_3":1.28556,"skew_inten_ch_4":-0.23064,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10651,"total_inten_ch_2":4916,"total_inten_ch_3":23154,"total_inten_ch_4":37800,"var_inten_ch_1":45.07939,"var_inten_ch_3":95.54707,"var_inten_ch_4":130.32538,"width_ch_1":8.38606}
{"case":"Train","class":"WS","angle_ch_1":81.23433,"area_ch_1":313,"avg_inten_ch_1":274.61873,"avg_inten_ch_2":301.74916,"avg_inten_ch_3":62.43144,"avg_inten_ch_4":239.80936,"convex_hull_area_ratio_ch_1":1.06829,"convex_hull_perim_ratio_ch_1":0.97019,"diff_inten_density_ch_1":102.88809,"diff_inten_density_ch_3":55.28159,"diff_inten_density_ch_4":125.59928,"entropy_inten_ch_1":7.66944,"entropy_inten_ch_3":3.86711,"entropy_inten_ch_4":7.4,"eq_circ_diam_ch_1":19.97606,"eq_ellipse_lwr_ch_1":2.51522,"eq_ellipse_oblate_vol_ch_1":670.68199,"eq_ellipse_prolate_vol_ch_1":266.64904,"eq_sphere_area_ch_1":1253.63039,"eq_sphere_vol_ch_1":4173.76582,"fiber_align_2_ch_3":1.29631,"fiber_align_2_ch_4":1.74894,"fiber_length_ch_1":28.73172,"fiber_width_ch_1":11.21817,"inten_cooc_asm_ch_3":0.24963,"inten_cooc_asm_ch_4":0.00853,"inten_cooc_contrast_ch_3":2.02767,"inten_cooc_contrast_ch_4":12.55332,"inten_cooc_entropy_ch_3":3.76176,"inten_cooc_entropy_ch_4":7.3366,"inten_cooc_max_ch_3":0.5,"inten_cooc_max_ch_4":0.04895,"kurt_inten_ch_1":-0.90655,"kurt_inten_ch_3":4.73309,"kurt_inten_ch_4":-0.73161,"length_ch_1":32.30352,"neighbor_avg_dist_ch_1":297.01998,"neighbor_min_dist_ch_1":36.31278,"neighbor_var_dist_ch_1":123.89166,"perim_ch_1":79.89976,"shape_bfr_ch_1":0.68102,"shape_lwr_ch_1":2.26752,"shape_p_2_a_ch_1":1.57614,"skew_inten_ch_1":0.15022,"skew_inten_ch_3":2.32426,"skew_inten_ch_4":-0.06497,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":82111,"total_inten_ch_2":89925,"total_inten_ch_3":18667,"total_inten_ch_4":71703,"var_inten_ch_1":132.81544,"var_inten_ch_3":125.59032,"var_inten_ch_4":146.79757,"width_ch_1":14.24622}
{"case":"Train","class":"PS","angle_ch_1":79.43601,"area_ch_1":433,"avg_inten_ch_1":44.16667,"avg_inten_ch_2":250.38889,"avg_inten_ch_3":30.24396,"avg_inten_ch_4":132.54589,"convex_hull_area_ratio_ch_1":1.23392,"convex_hull_perim_ratio_ch_1":0.88565,"diff_inten_density_ch_1":48.92708,"diff_inten_density_ch_3":36.51302,"diff_inten_density_ch_4":90.86719,"entropy_inten_ch_1":6.45099,"entropy_inten_ch_3":4.43346,"entropy_inten_ch_4":5.15908,"eq_circ_diam_ch_1":23.50577,"eq_ellipse_lwr_ch_1":2.30351,"eq_ellipse_oblate_vol_ch_1":1045.72352,"eq_ellipse_prolate_vol_ch_1":453.9701,"eq_sphere_area_ch_1":1735.79592,"eq_sphere_vol_ch_1":6800.2019,"fiber_align_2_ch_3":1.71582,"fiber_align_2_ch_4":1.42117,"fiber_length_ch_1":41.91843,"fiber_width_ch_1":10.6898,"inten_cooc_asm_ch_3":0.16919,"inten_cooc_asm_ch_4":0.15466,"inten_cooc_contrast_ch_3":5.40739,"inten_cooc_contrast_ch_4":2.82904,"inten_cooc_entropy_ch_3":4.78522,"inten_cooc_entropy_ch_4":4.79937,"inten_cooc_max_ch_3":0.41026,"inten_cooc_max_ch_4":0.38624,"kurt_inten_ch_1":1.01598,"kurt_inten_ch_3":1.77709,"kurt_inten_ch_4":1.232,"length_ch_1":35.90882,"neighbor_avg_dist_ch_1":187.72628,"neighbor_min_dist_ch_1":20.50177,"neighbor_var_dist_ch_1":80.19489,"perim_ch_1":105.21645,"shape_bfr_ch_1":0.66898,"shape_lwr_ch_1":1.98782,"shape_p_2_a_ch_1":1.96599,"skew_inten_ch_1":0.86319,"skew_inten_ch_3":1.56904,"skew_inten_ch_4":1.42854,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":18285,"total_inten_ch_2":103248,"total_inten_ch_3":12521,"total_inten_ch_4":54874,"var_inten_ch_1":32.37729,"var_inten_ch_3":44.35949,"var_inten_ch_4":180.65307,"width_ch_1":18.06445}
{"case":"Train","class":"WS","angle_ch_1":48.20638,"area_ch_1":324,"avg_inten_ch_1":68.61613,"avg_inten_ch_2":227.71935,"avg_inten_ch_3":12.63226,"avg_inten_ch_4":46.21613,"convex_hull_area_ratio_ch_1":1.0537,"convex_hull_perim_ratio_ch_1":0.95519,"diff_inten_density_ch_1":51.73264,"diff_inten_density_ch_3":16.00694,"diff_inten_density_ch_4":39.84722,"entropy_inten_ch_1":6.75557,"entropy_inten_ch_3":3.31681,"entropy_inten_ch_4":3.98163,"eq_circ_diam_ch_1":20.34019,"eq_ellipse_lwr_ch_1":1.62237,"eq_ellipse_oblate_vol_ch_1":568.64278,"eq_ellipse_prolate_vol_ch_1":350.50051,"eq_sphere_area_ch_1":1299.75057,"eq_sphere_vol_ch_1":4406.19625,"fiber_align_2_ch_3":1.58979,"fiber_align_2_ch_4":1.66372,"fiber_length_ch_1":23.77613,"fiber_width_ch_1":14.16251,"inten_cooc_asm_ch_3":0.28051,"inten_cooc_asm_ch_4":0.27655,"inten_cooc_contrast_ch_3":3.0761,"inten_cooc_contrast_ch_4":2.20656,"inten_cooc_entropy_ch_3":3.69072,"inten_cooc_entropy_ch_4":3.76256,"inten_cooc_max_ch_3":0.53497,"inten_cooc_max_ch_4":0.52448,"kurt_inten_ch_1":-0.53754,"kurt_inten_ch_3":5.70113,"kurt_inten_ch_4":1.90925,"length_ch_1":29.15533,"neighbor_avg_dist_ch_1":165.9125,"neighbor_min_dist_ch_1":25.61571,"neighbor_var_dist_ch_1":77.22599,"perim_ch_1":75.87729,"shape_bfr_ch_1":0.60993,"shape_lwr_ch_1":1.59557,"shape_p_2_a_ch_1":1.3606,"skew_inten_ch_1":0.34475,"skew_inten_ch_3":2.10387,"skew_inten_ch_4":1.69402,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":21271,"total_inten_ch_2":70284,"total_inten_ch_3":3916,"total_inten_ch_4":14327,"var_inten_ch_1":37.59544,"var_inten_ch_3":21.03776,"var_inten_ch_4":73.78374,"width_ch_1":18.27269}
{"case":"Train","class":"WS","angle_ch_1":106.66237,"area_ch_1":741,"avg_inten_ch_1":19.56719,"avg_inten_ch_2":82.93069,"avg_inten_ch_3":27.23762,"avg_inten_ch_4":42.60962,"convex_hull_area_ratio_ch_1":1.40217,"convex_hull_perim_ratio_ch_1":0.76135,"diff_inten_density_ch_1":33.94939,"diff_inten_density_ch_3":23.30215,"diff_inten_density_ch_4":28.96166,"entropy_inten_ch_1":5.49808,"entropy_inten_ch_3":5.92789,"entropy_inten_ch_4":5.54475,"eq_circ_diam_ch_1":30.71736,"eq_ellipse_lwr_ch_1":2.59054,"eq_ellipse_oblate_vol_ch_1":2474.83344,"eq_ellipse_prolate_vol_ch_1":955.33429,"eq_sphere_area_ch_1":2964.26984,"eq_sphere_vol_ch_1":15175.75884,"fiber_align_2_ch_3":1.51609,"fiber_align_2_ch_4":1.18613,"fiber_length_ch_1":79.6673,"fiber_width_ch_1":9.71647,"inten_cooc_asm_ch_3":0.00801,"inten_cooc_asm_ch_4":0.08199,"inten_cooc_contrast_ch_3":14.25852,"inten_cooc_contrast_ch_4":4.76346,"inten_cooc_entropy_ch_3":7.55995,"inten_cooc_entropy_ch_4":5.75296,"inten_cooc_max_ch_3":0.05199,"inten_cooc_max_ch_4":0.27676,"kurt_inten_ch_1":1.72566,"kurt_inten_ch_3":-0.03146,"kurt_inten_ch_4":-0.34009,"length_ch_1":55.59947,"neighbor_avg_dist_ch_1":188.0531,"neighbor_min_dist_ch_1":44.90779,"neighbor_var_dist_ch_1":70.53817,"perim_ch_1":178.76756,"shape_bfr_ch_1":0.46392,"shape_lwr_ch_1":1.93521,"shape_p_2_a_ch_1":3.28531,"skew_inten_ch_1":1.02382,"skew_inten_ch_3":0.66744,"skew_inten_ch_4":0.77613,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":18,"total_inten_ch_1":13834,"total_inten_ch_2":57926,"total_inten_ch_3":19257,"total_inten_ch_4":30125,"var_inten_ch_1":16.19731,"var_inten_ch_3":20.73058,"var_inten_ch_4":44.45413,"width_ch_1":28.73048}
{"case":"Train","class":"PS","angle_ch_1":54.10911,"area_ch_1":251,"avg_inten_ch_1":31.6375,"avg_inten_ch_2":200.89167,"avg_inten_ch_3":17.72083,"avg_inten_ch_4":120.575,"convex_hull_area_ratio_ch_1":1.1996,"convex_hull_perim_ratio_ch_1":0.87492,"diff_inten_density_ch_1":41.94444,"diff_inten_density_ch_3":22.00926,"diff_inten_density_ch_4":73.08796,"entropy_inten_ch_1":6.04239,"entropy_inten_ch_3":4.31659,"entropy_inten_ch_4":5.37337,"eq_circ_diam_ch_1":17.89698,"eq_ellipse_lwr_ch_1":1.5271,"eq_ellipse_oblate_vol_ch_1":375.81354,"eq_ellipse_prolate_vol_ch_1":246.09592,"eq_sphere_area_ch_1":1006.2585,"eq_sphere_vol_ch_1":3001.49869,"fiber_align_2_ch_3":1.61503,"fiber_align_2_ch_4":1.13412,"fiber_length_ch_1":33.96476,"fiber_width_ch_1":7.76925,"inten_cooc_asm_ch_3":0.08407,"inten_cooc_asm_ch_4":0.10514,"inten_cooc_contrast_ch_3":8.78533,"inten_cooc_contrast_ch_4":3.25369,"inten_cooc_entropy_ch_3":5.45721,"inten_cooc_entropy_ch_4":5.18022,"inten_cooc_max_ch_3":0.2757,"inten_cooc_max_ch_4":0.3211,"kurt_inten_ch_1":-0.10907,"kurt_inten_ch_3":9.25298,"kurt_inten_ch_4":-1.20146,"length_ch_1":26.56268,"neighbor_avg_dist_ch_1":183.77909,"neighbor_min_dist_ch_1":32.3757,"neighbor_var_dist_ch_1":74.17672,"perim_ch_1":83.46803,"shape_bfr_ch_1":0.46908,"shape_lwr_ch_1":1.31566,"shape_p_2_a_ch_1":2.10097,"skew_inten_ch_1":0.67307,"skew_inten_ch_3":2.96371,"skew_inten_ch_4":0.567,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7593,"total_inten_ch_2":47975,"total_inten_ch_3":4253,"total_inten_ch_4":28938,"var_inten_ch_1":23.06634,"var_inten_ch_3":30.85924,"var_inten_ch_4":129.2468,"width_ch_1":20.18969}
{"case":"Test","class":"PS","angle_ch_1":78.98775,"area_ch_1":187,"avg_inten_ch_1":30.03911,"avg_inten_ch_2":206.9162,"avg_inten_ch_3":40.81006,"avg_inten_ch_4":28.62011,"convex_hull_area_ratio_ch_1":1.18146,"convex_hull_perim_ratio_ch_1":0.9053,"diff_inten_density_ch_1":41.8625,"diff_inten_density_ch_3":43.75625,"diff_inten_density_ch_4":23.26875,"entropy_inten_ch_1":5.81423,"entropy_inten_ch_3":5.79518,"entropy_inten_ch_4":3.28219,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":2.13652,"eq_ellipse_oblate_vol_ch_1":286.32193,"eq_ellipse_prolate_vol_ch_1":134.0132,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.5477,"fiber_align_2_ch_4":1.3765,"fiber_length_ch_1":24.67848,"fiber_width_ch_1":8.01691,"inten_cooc_asm_ch_3":0.01387,"inten_cooc_asm_ch_4":0.33905,"inten_cooc_contrast_ch_3":17.97724,"inten_cooc_contrast_ch_4":1.76791,"inten_cooc_entropy_ch_3":6.99251,"inten_cooc_entropy_ch_4":3.31774,"inten_cooc_max_ch_3":0.09202,"inten_cooc_max_ch_4":0.59236,"kurt_inten_ch_1":1.11356,"kurt_inten_ch_3":1.90733,"kurt_inten_ch_4":0.5871,"length_ch_1":23.28247,"neighbor_avg_dist_ch_1":251.94558,"neighbor_min_dist_ch_1":22.89308,"neighbor_var_dist_ch_1":116.30885,"perim_ch_1":65.39077,"shape_bfr_ch_1":0.61812,"shape_lwr_ch_1":1.78583,"shape_p_2_a_ch_1":1.71987,"skew_inten_ch_1":1.12914,"skew_inten_ch_3":1.4233,"skew_inten_ch_4":1.36037,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5377,"total_inten_ch_2":36860,"total_inten_ch_3":7305,"total_inten_ch_4":5123,"var_inten_ch_1":22.97834,"var_inten_ch_3":41.38169,"var_inten_ch_4":43.93877,"width_ch_1":13.03732}
{"case":"Test","class":"PS","angle_ch_1":166.17867,"area_ch_1":163,"avg_inten_ch_1":62.1859,"avg_inten_ch_2":5.37821,"avg_inten_ch_3":141,"avg_inten_ch_4":16.87821,"convex_hull_area_ratio_ch_1":1.22542,"convex_hull_perim_ratio_ch_1":0.92095,"diff_inten_density_ch_1":55.88727,"diff_inten_density_ch_3":112.56364,"diff_inten_density_ch_4":16.94182,"entropy_inten_ch_1":6.30676,"entropy_inten_ch_3":6.92159,"entropy_inten_ch_4":4.12237,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":2.44454,"eq_ellipse_oblate_vol_ch_1":249.17631,"eq_ellipse_prolate_vol_ch_1":101.93191,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.00867,"fiber_align_2_ch_4":1.48407,"fiber_length_ch_1":25.05934,"fiber_width_ch_1":6.9121,"inten_cooc_asm_ch_3":0.00737,"inten_cooc_asm_ch_4":0.10617,"inten_cooc_contrast_ch_3":17.45509,"inten_cooc_contrast_ch_4":4.96282,"inten_cooc_entropy_ch_3":7.31479,"inten_cooc_entropy_ch_4":5.05306,"inten_cooc_max_ch_3":0.02239,"inten_cooc_max_ch_4":0.31343,"kurt_inten_ch_1":0.0827,"kurt_inten_ch_3":0.39813,"kurt_inten_ch_4":1.16724,"length_ch_1":23.82831,"neighbor_avg_dist_ch_1":251.45724,"neighbor_min_dist_ch_1":40.77282,"neighbor_var_dist_ch_1":125.72175,"perim_ch_1":63.94289,"shape_bfr_ch_1":0.61205,"shape_lwr_ch_1":2.12524,"shape_p_2_a_ch_1":1.87842,"skew_inten_ch_1":0.75086,"skew_inten_ch_3":0.91964,"skew_inten_ch_4":1.39491,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":9701,"total_inten_ch_2":684,"total_inten_ch_3":21996,"total_inten_ch_4":2633,"var_inten_ch_1":38.43389,"var_inten_ch_3":97.2968,"var_inten_ch_4":22.62836,"width_ch_1":11.21207}
{"case":"Test","class":"WS","angle_ch_1":148.51094,"area_ch_1":315,"avg_inten_ch_1":314.15947,"avg_inten_ch_2":316.25249,"avg_inten_ch_3":343.33887,"avg_inten_ch_4":339.08306,"convex_hull_area_ratio_ch_1":1.01278,"convex_hull_perim_ratio_ch_1":0.97997,"diff_inten_density_ch_1":106.99644,"diff_inten_density_ch_3":217.90747,"diff_inten_density_ch_4":206.90391,"entropy_inten_ch_1":7.38546,"entropy_inten_ch_3":6.51347,"entropy_inten_ch_4":6.92639,"eq_circ_diam_ch_1":20.04276,"eq_ellipse_lwr_ch_1":1.02938,"eq_ellipse_oblate_vol_ch_1":433.37119,"eq_ellipse_prolate_vol_ch_1":421.00045,"eq_sphere_area_ch_1":1262.01587,"eq_sphere_vol_ch_1":4215.71302,"fiber_align_2_ch_3":1.2174,"fiber_align_2_ch_4":1.25317,"fiber_length_ch_1":16.87779,"fiber_width_ch_1":16.87779,"inten_cooc_asm_ch_3":0.05836,"inten_cooc_asm_ch_4":0.02005,"inten_cooc_contrast_ch_3":4.87367,"inten_cooc_contrast_ch_4":8.39324,"inten_cooc_entropy_ch_3":6.01001,"inten_cooc_entropy_ch_4":6.793,"inten_cooc_max_ch_3":0.23132,"inten_cooc_max_ch_4":0.121,"kurt_inten_ch_1":2.21382,"kurt_inten_ch_3":2.15568,"kurt_inten_ch_4":-1.32938,"length_ch_1":21.40077,"neighbor_avg_dist_ch_1":228.99011,"neighbor_min_dist_ch_1":31.1884,"neighbor_var_dist_ch_1":105.99287,"perim_ch_1":67.51115,"shape_bfr_ch_1":0.72318,"shape_lwr_ch_1":1.04978,"shape_p_2_a_ch_1":1.10549,"skew_inten_ch_1":-0.25339,"skew_inten_ch_3":1.20852,"skew_inten_ch_4":-0.01954,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":94562,"total_inten_ch_2":94892,"total_inten_ch_3":103345,"total_inten_ch_4":102064,"var_inten_ch_1":101.64678,"var_inten_ch_3":328.23489,"var_inten_ch_4":249.71841,"width_ch_1":20.38596}
{"case":"Train","class":"PS","angle_ch_1":89.84398,"area_ch_1":153,"avg_inten_ch_1":94.91096,"avg_inten_ch_2":155.39041,"avg_inten_ch_3":74.06849,"avg_inten_ch_4":17.80137,"convex_hull_area_ratio_ch_1":1.02961,"convex_hull_perim_ratio_ch_1":0.97558,"diff_inten_density_ch_1":67.96552,"diff_inten_density_ch_3":80.43295,"diff_inten_density_ch_4":22.78544,"entropy_inten_ch_1":6.49945,"entropy_inten_ch_3":4.58425,"entropy_inten_ch_4":4.85936,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":2.77544,"eq_ellipse_oblate_vol_ch_1":240.39033,"eq_ellipse_prolate_vol_ch_1":86.61332,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.74867,"fiber_align_2_ch_4":1.89614,"fiber_length_ch_1":20.28566,"fiber_width_ch_1":7.85403,"inten_cooc_asm_ch_3":0.1091,"inten_cooc_asm_ch_4":0.02036,"inten_cooc_contrast_ch_3":6.59251,"inten_cooc_contrast_ch_4":16.02049,"inten_cooc_entropy_ch_3":5.09094,"inten_cooc_entropy_ch_4":6.46953,"inten_cooc_max_ch_3":0.32117,"inten_cooc_max_ch_4":0.10949,"kurt_inten_ch_1":0.3016,"kurt_inten_ch_3":1.24888,"kurt_inten_ch_4":0.68736,"length_ch_1":22.53209,"neighbor_avg_dist_ch_1":184.15254,"neighbor_min_dist_ch_1":14.65872,"neighbor_var_dist_ch_1":74.3033,"perim_ch_1":56.27939,"shape_bfr_ch_1":0.82531,"shape_lwr_ch_1":2.73797,"shape_p_2_a_ch_1":1.58199,"skew_inten_ch_1":0.36133,"skew_inten_ch_3":1.49263,"skew_inten_ch_4":1.15113,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":13857,"total_inten_ch_2":22542,"total_inten_ch_3":10814,"total_inten_ch_4":2599,"var_inten_ch_1":45.19697,"var_inten_ch_3":99.61134,"var_inten_ch_4":18.47828,"width_ch_1":8.22948}
{"case":"Train","class":"PS","angle_ch_1":45.00294,"area_ch_1":170,"avg_inten_ch_1":27.30675,"avg_inten_ch_2":5.37423,"avg_inten_ch_3":51.92638,"avg_inten_ch_4":11.08589,"convex_hull_area_ratio_ch_1":1.36338,"convex_hull_perim_ratio_ch_1":0.85568,"diff_inten_density_ch_1":41.10791,"diff_inten_density_ch_3":52.35971,"diff_inten_density_ch_4":14.19424,"entropy_inten_ch_1":5.61548,"entropy_inten_ch_3":5.95023,"entropy_inten_ch_4":2.93161,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":2.99505,"eq_ellipse_oblate_vol_ch_1":294.58142,"eq_ellipse_prolate_vol_ch_1":98.35593,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.89452,"fiber_align_2_ch_4":1.84452,"fiber_length_ch_1":34.29821,"fiber_width_ch_1":5.42457,"inten_cooc_asm_ch_3":0.0138,"inten_cooc_asm_ch_4":0.30862,"inten_cooc_contrast_ch_3":14.60999,"inten_cooc_contrast_ch_4":2.79467,"inten_cooc_entropy_ch_3":6.89532,"inten_cooc_entropy_ch_4":3.43706,"inten_cooc_max_ch_3":0.08696,"inten_cooc_max_ch_4":0.57143,"kurt_inten_ch_1":3.13483,"kurt_inten_ch_3":-0.39955,"kurt_inten_ch_4":0.76347,"length_ch_1":28.95785,"neighbor_avg_dist_ch_1":203.05777,"neighbor_min_dist_ch_1":32.96921,"neighbor_var_dist_ch_1":116.20066,"perim_ch_1":79.44555,"shape_bfr_ch_1":0.45277,"shape_lwr_ch_1":2.22222,"shape_p_2_a_ch_1":2.69954,"skew_inten_ch_1":1.36824,"skew_inten_ch_3":0.64264,"skew_inten_ch_4":1.42674,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":4451,"total_inten_ch_2":714,"total_inten_ch_3":8464,"total_inten_ch_4":1807,"var_inten_ch_1":22.84526,"var_inten_ch_3":43.58203,"var_inten_ch_4":17.60487,"width_ch_1":13.03104}
{"case":"Test","class":"PS","angle_ch_1":12.35689,"area_ch_1":316,"avg_inten_ch_1":77.82781,"avg_inten_ch_2":90.18874,"avg_inten_ch_3":58.16556,"avg_inten_ch_4":194.30795,"convex_hull_area_ratio_ch_1":1.11717,"convex_hull_perim_ratio_ch_1":0.92259,"diff_inten_density_ch_1":66.13262,"diff_inten_density_ch_3":54.55197,"diff_inten_density_ch_4":87.14337,"entropy_inten_ch_1":6.74985,"entropy_inten_ch_3":3.93786,"entropy_inten_ch_4":6.87004,"eq_circ_diam_ch_1":20.07602,"eq_ellipse_lwr_ch_1":2.02436,"eq_ellipse_oblate_vol_ch_1":610.76693,"eq_ellipse_prolate_vol_ch_1":301.7091,"eq_sphere_area_ch_1":1266.20862,"eq_sphere_vol_ch_1":4236.739,"fiber_align_2_ch_3":1.26242,"fiber_align_2_ch_4":1.37799,"fiber_length_ch_1":29.66858,"fiber_width_ch_1":11.00524,"inten_cooc_asm_ch_3":0.22087,"inten_cooc_asm_ch_4":0.01806,"inten_cooc_contrast_ch_3":2.89497,"inten_cooc_contrast_ch_4":9.76129,"inten_cooc_entropy_ch_3":4.07542,"inten_cooc_entropy_ch_4":6.87854,"inten_cooc_max_ch_3":0.46454,"inten_cooc_max_ch_4":0.10993,"kurt_inten_ch_1":9.8374,"kurt_inten_ch_3":11.97388,"kurt_inten_ch_4":-0.70994,"length_ch_1":28.63153,"neighbor_avg_dist_ch_1":229.4393,"neighbor_min_dist_ch_1":43.55705,"neighbor_var_dist_ch_1":105.69999,"perim_ch_1":81.34765,"shape_bfr_ch_1":0.66864,"shape_lwr_ch_1":1.73157,"shape_p_2_a_ch_1":1.6128,"skew_inten_ch_1":2.94646,"skew_inten_ch_3":3.49751,"skew_inten_ch_4":-0.2469,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":23504,"total_inten_ch_2":26936,"total_inten_ch_3":17566,"total_inten_ch_4":58681,"var_inten_ch_1":73.79973,"var_inten_ch_3":152.04604,"var_inten_ch_4":118.04475,"width_ch_1":16.53504}
{"case":"Test","class":"PS","angle_ch_1":88.1564,"area_ch_1":332,"avg_inten_ch_1":22.95899,"avg_inten_ch_2":80.38486,"avg_inten_ch_3":22.85174,"avg_inten_ch_4":53.91483,"convex_hull_area_ratio_ch_1":1.22064,"convex_hull_perim_ratio_ch_1":0.84299,"diff_inten_density_ch_1":33.19826,"diff_inten_density_ch_3":22.20696,"diff_inten_density_ch_4":32.83304,"entropy_inten_ch_1":5.56078,"entropy_inten_ch_3":4.48723,"entropy_inten_ch_4":5.05685,"eq_circ_diam_ch_1":20.56856,"eq_ellipse_lwr_ch_1":1.98332,"eq_ellipse_oblate_vol_ch_1":650.13923,"eq_ellipse_prolate_vol_ch_1":327.8042,"eq_sphere_area_ch_1":1329.09977,"eq_sphere_vol_ch_1":4556.27773,"fiber_align_2_ch_3":1.192,"fiber_align_2_ch_4":1.56189,"fiber_length_ch_1":38.40223,"fiber_width_ch_1":9.12333,"inten_cooc_asm_ch_3":0.11571,"inten_cooc_asm_ch_4":0.14345,"inten_cooc_contrast_ch_3":6.02134,"inten_cooc_contrast_ch_4":2.87245,"inten_cooc_entropy_ch_3":5.2058,"inten_cooc_entropy_ch_4":4.90905,"inten_cooc_max_ch_3":0.33333,"inten_cooc_max_ch_4":0.37801,"kurt_inten_ch_1":0.4359,"kurt_inten_ch_3":3.99162,"kurt_inten_ch_4":0.71539,"length_ch_1":30.76426,"neighbor_avg_dist_ch_1":244.28594,"neighbor_min_dist_ch_1":26.22232,"neighbor_var_dist_ch_1":121.89217,"perim_ch_1":95.05111,"shape_bfr_ch_1":0.60821,"shape_lwr_ch_1":1.73241,"shape_p_2_a_ch_1":2.05207,"skew_inten_ch_1":0.65313,"skew_inten_ch_3":1.98483,"skew_inten_ch_4":1.19191,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":7278,"total_inten_ch_2":25166,"total_inten_ch_3":7244,"total_inten_ch_4":17091,"var_inten_ch_1":16.49247,"var_inten_ch_3":32.98925,"var_inten_ch_4":64.38539,"width_ch_1":17.75806}
{"case":"Test","class":"WS","angle_ch_1":8.88586,"area_ch_1":318,"avg_inten_ch_1":309.68092,"avg_inten_ch_2":158.37829,"avg_inten_ch_3":10.33224,"avg_inten_ch_4":83.54605,"convex_hull_area_ratio_ch_1":1.04625,"convex_hull_perim_ratio_ch_1":0.96116,"diff_inten_density_ch_1":121.51852,"diff_inten_density_ch_3":11.74074,"diff_inten_density_ch_4":45.02469,"entropy_inten_ch_1":7.77908,"entropy_inten_ch_3":4.11545,"entropy_inten_ch_4":4.87184,"eq_circ_diam_ch_1":20.14239,"eq_ellipse_lwr_ch_1":1.45004,"eq_ellipse_oblate_vol_ch_1":522.06201,"eq_ellipse_prolate_vol_ch_1":360.03254,"eq_sphere_area_ch_1":1274.5941,"eq_sphere_vol_ch_1":4278.89541,"fiber_align_2_ch_3":1.55479,"fiber_align_2_ch_4":1.48882,"fiber_length_ch_1":18.79517,"fiber_width_ch_1":17.48355,"inten_cooc_asm_ch_3":0.10602,"inten_cooc_asm_ch_4":0.16472,"inten_cooc_contrast_ch_3":9.51921,"inten_cooc_contrast_ch_4":4.1321,"inten_cooc_entropy_ch_3":5.46861,"inten_cooc_entropy_ch_4":4.74475,"inten_cooc_max_ch_3":0.31707,"inten_cooc_max_ch_4":0.40418,"kurt_inten_ch_1":-1.014,"kurt_inten_ch_3":-0.22261,"kurt_inten_ch_4":-1.12467,"length_ch_1":25.22539,"neighbor_avg_dist_ch_1":203.08905,"neighbor_min_dist_ch_1":23.34645,"neighbor_var_dist_ch_1":81.39838,"perim_ch_1":72.55744,"shape_bfr_ch_1":0.70853,"shape_lwr_ch_1":1.4149,"shape_p_2_a_ch_1":1.2749,"skew_inten_ch_1":0.06417,"skew_inten_ch_3":0.84939,"skew_inten_ch_4":0.45597,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":94143,"total_inten_ch_2":47844,"total_inten_ch_3":3141,"total_inten_ch_4":25398,"var_inten_ch_1":172.02716,"var_inten_ch_3":11.32438,"var_inten_ch_4":85.11566,"width_ch_1":17.82845}
{"case":"Test","class":"WS","angle_ch_1":149.52668,"area_ch_1":170,"avg_inten_ch_1":178.0184,"avg_inten_ch_2":397.49693,"avg_inten_ch_3":68.71166,"avg_inten_ch_4":262.77301,"convex_hull_area_ratio_ch_1":1.01479,"convex_hull_perim_ratio_ch_1":0.98891,"diff_inten_density_ch_1":72.83893,"diff_inten_density_ch_3":50.18121,"diff_inten_density_ch_4":179.91946,"entropy_inten_ch_1":6.70883,"entropy_inten_ch_3":6.26437,"entropy_inten_ch_4":6.98364,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":1.21137,"eq_ellipse_oblate_vol_ch_1":187.34495,"eq_ellipse_prolate_vol_ch_1":154.65499,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.32816,"fiber_align_2_ch_4":1.04478,"fiber_length_ch_1":12.53413,"fiber_width_ch_1":12.53413,"inten_cooc_asm_ch_3":0.0128,"inten_cooc_asm_ch_4":0.00798,"inten_cooc_contrast_ch_3":9.55698,"inten_cooc_contrast_ch_4":15.23581,"inten_cooc_entropy_ch_3":6.88514,"inten_cooc_entropy_ch_4":7.18721,"inten_cooc_max_ch_3":0.07432,"inten_cooc_max_ch_4":0.02667,"kurt_inten_ch_1":-0.48529,"kurt_inten_ch_3":0.35546,"kurt_inten_ch_4":-0.87499,"length_ch_1":17.54552,"neighbor_avg_dist_ch_1":238.41289,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":98.36496,"perim_ch_1":50.13653,"shape_bfr_ch_1":0.64465,"shape_lwr_ch_1":1.16153,"shape_p_2_a_ch_1":1.1292,"skew_inten_ch_1":-0.27134,"skew_inten_ch_3":0.84732,"skew_inten_ch_4":0.34423,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":29017,"total_inten_ch_2":64630,"total_inten_ch_3":11200,"total_inten_ch_4":42832,"var_inten_ch_1":69.85765,"var_inten_ch_3":55.50568,"var_inten_ch_4":163.05915,"width_ch_1":15.1055}
{"case":"Train","class":"WS","angle_ch_1":69.75441,"area_ch_1":583,"avg_inten_ch_1":47.83483,"avg_inten_ch_2":175.78815,"avg_inten_ch_3":93.70018,"avg_inten_ch_4":144.91382,"convex_hull_area_ratio_ch_1":1.13739,"convex_hull_perim_ratio_ch_1":0.87699,"diff_inten_density_ch_1":48.98849,"diff_inten_density_ch_3":70.0489,"diff_inten_density_ch_4":125.11697,"entropy_inten_ch_1":6.53416,"entropy_inten_ch_3":7.10552,"entropy_inten_ch_4":6.66157,"eq_circ_diam_ch_1":27.26477,"eq_ellipse_lwr_ch_1":1.96951,"eq_ellipse_oblate_vol_ch_1":1508.97987,"eq_ellipse_prolate_vol_ch_1":766.17017,"eq_sphere_area_ch_1":2335.35828,"eq_sphere_vol_ch_1":10612.16731,"fiber_align_2_ch_3":1.31879,"fiber_align_2_ch_4":1.32738,"fiber_length_ch_1":48.82781,"fiber_width_ch_1":12.34352,"inten_cooc_asm_ch_3":0.01353,"inten_cooc_asm_ch_4":0.03753,"inten_cooc_contrast_ch_3":11.8925,"inten_cooc_contrast_ch_4":8.3024,"inten_cooc_entropy_ch_3":7.36411,"inten_cooc_entropy_ch_4":6.44299,"inten_cooc_max_ch_3":0.09506,"inten_cooc_max_ch_4":0.17871,"kurt_inten_ch_1":0.74662,"kurt_inten_ch_3":0.32332,"kurt_inten_ch_4":1.53075,"length_ch_1":43.48453,"neighbor_avg_dist_ch_1":240.07316,"neighbor_min_dist_ch_1":22.89308,"neighbor_var_dist_ch_1":103.15951,"perim_ch_1":122.34265,"shape_bfr_ch_1":0.5166,"shape_lwr_ch_1":1.67313,"shape_p_2_a_ch_1":1.97623,"skew_inten_ch_1":0.85901,"skew_inten_ch_3":0.71679,"skew_inten_ch_4":1.42363,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":10,"total_inten_ch_1":26644,"total_inten_ch_2":97358,"total_inten_ch_3":52191,"total_inten_ch_4":80717,"var_inten_ch_1":37.59022,"var_inten_ch_3":75.07491,"var_inten_ch_4":173.96208,"width_ch_1":25.98992}
{"case":"Test","class":"PS","angle_ch_1":60.92104,"area_ch_1":1458,"avg_inten_ch_1":22.34292,"avg_inten_ch_2":17.18979,"avg_inten_ch_3":24.88282,"avg_inten_ch_4":16.33861,"convex_hull_area_ratio_ch_1":1.18354,"convex_hull_perim_ratio_ch_1":0.74729,"diff_inten_density_ch_1":37.94392,"diff_inten_density_ch_3":27.95371,"diff_inten_density_ch_4":24.69665,"entropy_inten_ch_1":5.59634,"entropy_inten_ch_3":5.80028,"entropy_inten_ch_4":5.12211,"eq_circ_diam_ch_1":43.08616,"eq_ellipse_lwr_ch_1":1.40954,"eq_ellipse_oblate_vol_ch_1":5037.9193,"eq_ellipse_prolate_vol_ch_1":3574.15419,"eq_sphere_area_ch_1":5832.10658,"eq_sphere_vol_ch_1":41880.51281,"fiber_align_2_ch_3":1.45724,"fiber_align_2_ch_4":1,"fiber_length_ch_1":86.64492,"fiber_width_ch_1":17.26917,"inten_cooc_asm_ch_3":0.00705,"inten_cooc_asm_ch_4":0.01177,"inten_cooc_contrast_ch_3":24.87365,"inten_cooc_contrast_ch_4":33.90757,"inten_cooc_entropy_ch_3":7.76162,"inten_cooc_entropy_ch_4":7.62715,"inten_cooc_max_ch_3":0.04604,"inten_cooc_max_ch_4":0.08679,"kurt_inten_ch_1":0.59531,"kurt_inten_ch_3":0.42647,"kurt_inten_ch_4":-0.01616,"length_ch_1":54.49333,"neighbor_avg_dist_ch_1":177.67874,"neighbor_min_dist_ch_1":41.15663,"neighbor_var_dist_ch_1":74.14522,"perim_ch_1":207.82816,"shape_bfr_ch_1":0.61424,"shape_lwr_ch_1":1.251,"shape_p_2_a_ch_1":2.29711,"skew_inten_ch_1":0.94488,"skew_inten_ch_3":0.88937,"skew_inten_ch_4":0.7354,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":19,"total_inten_ch_1":31079,"total_inten_ch_2":22521,"total_inten_ch_3":34612,"total_inten_ch_4":22727,"var_inten_ch_1":20.20658,"var_inten_ch_3":20.88013,"var_inten_ch_4":14.4555,"width_ch_1":43.55988}
{"case":"Train","class":"WS","angle_ch_1":127.85158,"area_ch_1":331,"avg_inten_ch_1":129.60759,"avg_inten_ch_2":168.87342,"avg_inten_ch_3":10.02532,"avg_inten_ch_4":26.06962,"convex_hull_area_ratio_ch_1":1.0411,"convex_hull_perim_ratio_ch_1":0.96893,"diff_inten_density_ch_1":55.24191,"diff_inten_density_ch_3":10.34923,"diff_inten_density_ch_4":17.83475,"entropy_inten_ch_1":7.13411,"entropy_inten_ch_3":2.5616,"entropy_inten_ch_4":4.11098,"eq_circ_diam_ch_1":20.53609,"eq_ellipse_lwr_ch_1":1.78939,"eq_ellipse_oblate_vol_ch_1":614.61706,"eq_ellipse_prolate_vol_ch_1":343.47864,"eq_sphere_area_ch_1":1324.90703,"eq_sphere_vol_ch_1":4534.73507,"fiber_align_2_ch_3":1.60062,"fiber_align_2_ch_4":1.2248,"fiber_length_ch_1":24.54798,"fiber_width_ch_1":14.02678,"inten_cooc_asm_ch_3":0.44827,"inten_cooc_asm_ch_4":0.24072,"inten_cooc_contrast_ch_3":0.87876,"inten_cooc_contrast_ch_4":2.41566,"inten_cooc_entropy_ch_3":2.54391,"inten_cooc_entropy_ch_4":4.09056,"inten_cooc_max_ch_3":0.6701,"inten_cooc_max_ch_4":0.48797,"kurt_inten_ch_1":-0.53719,"kurt_inten_ch_3":3.45689,"kurt_inten_ch_4":0.59163,"length_ch_1":29.45332,"neighbor_avg_dist_ch_1":228.85933,"neighbor_min_dist_ch_1":30.54317,"neighbor_var_dist_ch_1":114.42048,"perim_ch_1":77.14951,"shape_bfr_ch_1":0.65903,"shape_lwr_ch_1":1.72603,"shape_p_2_a_ch_1":1.37556,"skew_inten_ch_1":0.12479,"skew_inten_ch_3":2.06633,"skew_inten_ch_4":1.25526,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":40956,"total_inten_ch_2":53049,"total_inten_ch_3":3168,"total_inten_ch_4":8238,"var_inten_ch_1":54.92496,"var_inten_ch_3":19.60139,"var_inten_ch_4":34.75358,"width_ch_1":17.06417}
{"case":"Train","class":"PS","angle_ch_1":77.66853,"area_ch_1":254,"avg_inten_ch_1":94.73251,"avg_inten_ch_2":336.8107,"avg_inten_ch_3":173.8107,"avg_inten_ch_4":328.76955,"convex_hull_area_ratio_ch_1":1.17613,"convex_hull_perim_ratio_ch_1":0.88815,"diff_inten_density_ch_1":63.20046,"diff_inten_density_ch_3":117.76993,"diff_inten_density_ch_4":154.43964,"entropy_inten_ch_1":6.84976,"entropy_inten_ch_3":7.16721,"entropy_inten_ch_4":7.34147,"eq_circ_diam_ch_1":18.00849,"eq_ellipse_lwr_ch_1":2.42326,"eq_ellipse_oblate_vol_ch_1":482.31565,"eq_ellipse_prolate_vol_ch_1":199.03551,"eq_sphere_area_ch_1":1018.83673,"eq_sphere_vol_ch_1":3057.9523,"fiber_align_2_ch_3":1.49114,"fiber_align_2_ch_4":1.57507,"fiber_length_ch_1":31.35797,"fiber_width_ch_1":8.54046,"inten_cooc_asm_ch_3":0.00807,"inten_cooc_asm_ch_4":0.00933,"inten_cooc_contrast_ch_3":13.90411,"inten_cooc_contrast_ch_4":8.56802,"inten_cooc_entropy_ch_3":7.26751,"inten_cooc_entropy_ch_4":7.09451,"inten_cooc_max_ch_3":0.03241,"inten_cooc_max_ch_4":0.04484,"kurt_inten_ch_1":1.11317,"kurt_inten_ch_3":1.07042,"kurt_inten_ch_4":-1.03895,"length_ch_1":28.75431,"neighbor_avg_dist_ch_1":191.14012,"neighbor_min_dist_ch_1":33.90959,"neighbor_var_dist_ch_1":76.19892,"perim_ch_1":79.79687,"shape_bfr_ch_1":0.6243,"shape_lwr_ch_1":2.02655,"shape_p_2_a_ch_1":1.89204,"skew_inten_ch_1":0.7598,"skew_inten_ch_3":0.98388,"skew_inten_ch_4":-0.16922,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":23020,"total_inten_ch_2":81603,"total_inten_ch_3":42236,"total_inten_ch_4":79891,"var_inten_ch_1":48.17448,"var_inten_ch_3":121.58266,"var_inten_ch_4":189.5243,"width_ch_1":14.18878}
{"case":"Train","class":"WS","angle_ch_1":131.64343,"area_ch_1":461,"avg_inten_ch_1":350.71364,"avg_inten_ch_2":117.91818,"avg_inten_ch_3":69.22273,"avg_inten_ch_4":51.22273,"convex_hull_area_ratio_ch_1":1.37664,"convex_hull_perim_ratio_ch_1":0.87054,"diff_inten_density_ch_1":134.7171,"diff_inten_density_ch_3":50.40959,"diff_inten_density_ch_4":37.65683,"entropy_inten_ch_1":8.1823,"entropy_inten_ch_3":4.46736,"entropy_inten_ch_4":5.35073,"eq_circ_diam_ch_1":24.23263,"eq_ellipse_lwr_ch_1":1.86003,"eq_ellipse_oblate_vol_ch_1":1029.5797,"eq_ellipse_prolate_vol_ch_1":553.52999,"eq_sphere_area_ch_1":1844.80726,"eq_sphere_vol_ch_1":7450.75547,"fiber_align_2_ch_3":1.30168,"fiber_align_2_ch_4":1.51281,"fiber_length_ch_1":47.74522,"fiber_width_ch_1":10.05481,"inten_cooc_asm_ch_3":0.20949,"inten_cooc_asm_ch_4":0.11525,"inten_cooc_contrast_ch_3":2.49502,"inten_cooc_contrast_ch_4":4.46034,"inten_cooc_entropy_ch_3":4.19205,"inten_cooc_entropy_ch_4":5.33275,"inten_cooc_max_ch_3":0.46667,"inten_cooc_max_ch_4":0.3358,"kurt_inten_ch_1":-0.76774,"kurt_inten_ch_3":10.45451,"kurt_inten_ch_4":1.2462,"length_ch_1":36.05026,"neighbor_avg_dist_ch_1":172.2985,"neighbor_min_dist_ch_1":23.16617,"neighbor_var_dist_ch_1":75.81856,"perim_ch_1":115.60006,"shape_bfr_ch_1":0.53552,"shape_lwr_ch_1":1.50905,"shape_p_2_a_ch_1":2.21513,"skew_inten_ch_1":0.37668,"skew_inten_ch_3":3.09472,"skew_inten_ch_4":1.30068,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":154314,"total_inten_ch_2":51445,"total_inten_ch_3":30458,"total_inten_ch_4":22538,"var_inten_ch_1":224.0673,"var_inten_ch_3":147.96448,"var_inten_ch_4":61.28162,"width_ch_1":23.88938}
{"case":"Train","class":"PS","angle_ch_1":151.84679,"area_ch_1":207,"avg_inten_ch_1":54.35859,"avg_inten_ch_2":212.65152,"avg_inten_ch_3":8.0101,"avg_inten_ch_4":38.12626,"convex_hull_area_ratio_ch_1":1.05405,"convex_hull_perim_ratio_ch_1":0.97644,"diff_inten_density_ch_1":44.96703,"diff_inten_density_ch_3":11.92308,"diff_inten_density_ch_4":32.35714,"entropy_inten_ch_1":6.14581,"entropy_inten_ch_3":2.16863,"entropy_inten_ch_4":5.0886,"eq_circ_diam_ch_1":16.25574,"eq_ellipse_lwr_ch_1":1.27894,"eq_ellipse_oblate_vol_ch_1":257.71799,"eq_ellipse_prolate_vol_ch_1":201.50877,"eq_sphere_area_ch_1":830.16327,"eq_sphere_vol_ch_1":2249.15342,"fiber_align_2_ch_3":1.5455,"fiber_align_2_ch_4":1.45404,"fiber_length_ch_1":16.65956,"fiber_width_ch_1":12.80381,"inten_cooc_asm_ch_3":0.45746,"inten_cooc_asm_ch_4":0.07463,"inten_cooc_contrast_ch_3":1.39286,"inten_cooc_contrast_ch_4":6.36538,"inten_cooc_entropy_ch_3":2.50535,"inten_cooc_entropy_ch_4":5.62653,"inten_cooc_max_ch_3":0.67582,"inten_cooc_max_ch_4":0.25824,"kurt_inten_ch_1":-0.01177,"kurt_inten_ch_3":20.39062,"kurt_inten_ch_4":-0.53444,"length_ch_1":20.72275,"neighbor_avg_dist_ch_1":159.38656,"neighbor_min_dist_ch_1":21.69413,"neighbor_var_dist_ch_1":68.71461,"perim_ch_1":58.92674,"shape_bfr_ch_1":0.60227,"shape_lwr_ch_1":1.24618,"shape_p_2_a_ch_1":1.29542,"skew_inten_ch_1":0.06662,"skew_inten_ch_3":4.01626,"skew_inten_ch_4":0.7557,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":10763,"total_inten_ch_2":41908,"total_inten_ch_3":1586,"total_inten_ch_4":7549,"var_inten_ch_1":25.09895,"var_inten_ch_3":20.13289,"var_inten_ch_4":40.18554,"width_ch_1":16.62896}
{"case":"Test","class":"PS","angle_ch_1":25.52101,"area_ch_1":172,"avg_inten_ch_1":179.27273,"avg_inten_ch_2":164.95152,"avg_inten_ch_3":352.10909,"avg_inten_ch_4":268.19394,"convex_hull_area_ratio_ch_1":1.15029,"convex_hull_perim_ratio_ch_1":0.91762,"diff_inten_density_ch_1":98.28378,"diff_inten_density_ch_3":186.66892,"diff_inten_density_ch_4":142.2027,"entropy_inten_ch_1":6.92378,"entropy_inten_ch_3":7.11475,"entropy_inten_ch_4":5.48497,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.56706,"eq_ellipse_oblate_vol_ch_1":217.01496,"eq_ellipse_prolate_vol_ch_1":138.48581,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.71243,"fiber_align_2_ch_4":1.50625,"fiber_length_ch_1":21.62691,"fiber_width_ch_1":8.38475,"inten_cooc_asm_ch_3":0.00904,"inten_cooc_asm_ch_4":0.0905,"inten_cooc_contrast_ch_3":9.04045,"inten_cooc_contrast_ch_4":3.87515,"inten_cooc_entropy_ch_3":7.0124,"inten_cooc_entropy_ch_4":5.34348,"inten_cooc_max_ch_3":0.02721,"inten_cooc_max_ch_4":0.30612,"kurt_inten_ch_1":-0.59775,"kurt_inten_ch_3":-0.639,"kurt_inten_ch_4":-1.14151,"length_ch_1":20.60035,"neighbor_avg_dist_ch_1":161.1712,"neighbor_min_dist_ch_1":30.23273,"neighbor_var_dist_ch_1":65.08656,"perim_ch_1":60.02331,"shape_bfr_ch_1":0.53882,"shape_lwr_ch_1":1.32211,"shape_p_2_a_ch_1":1.58104,"skew_inten_ch_1":0.39525,"skew_inten_ch_3":0.44148,"skew_inten_ch_4":0.36912,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":29580,"total_inten_ch_2":27053,"total_inten_ch_3":58098,"total_inten_ch_4":44252,"var_inten_ch_1":95.6028,"var_inten_ch_3":218.21899,"var_inten_ch_4":245.01292,"width_ch_1":15.58139}
{"case":"Test","class":"WS","angle_ch_1":83.46138,"area_ch_1":194,"avg_inten_ch_1":133.10215,"avg_inten_ch_2":450.95161,"avg_inten_ch_3":188.23656,"avg_inten_ch_4":232.95699,"convex_hull_area_ratio_ch_1":1.02338,"convex_hull_perim_ratio_ch_1":0.98068,"diff_inten_density_ch_1":69.95322,"diff_inten_density_ch_3":133.33333,"diff_inten_density_ch_4":188.45029,"entropy_inten_ch_1":6.86153,"entropy_inten_ch_3":6.88206,"entropy_inten_ch_4":5.93191,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":1.09632,"eq_ellipse_oblate_vol_ch_1":217.24958,"eq_ellipse_prolate_vol_ch_1":198.1632,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.49339,"fiber_align_2_ch_4":1.34942,"fiber_length_ch_1":13.40801,"fiber_width_ch_1":13.40801,"inten_cooc_asm_ch_3":0.01373,"inten_cooc_asm_ch_4":0.05912,"inten_cooc_contrast_ch_3":9.47452,"inten_cooc_contrast_ch_4":7.71932,"inten_cooc_entropy_ch_3":6.8283,"inten_cooc_entropy_ch_4":5.93015,"inten_cooc_max_ch_3":0.08235,"inten_cooc_max_ch_4":0.23837,"kurt_inten_ch_1":-0.33547,"kurt_inten_ch_3":0.49466,"kurt_inten_ch_4":0.17663,"length_ch_1":16.85732,"neighbor_avg_dist_ch_1":174.17199,"neighbor_min_dist_ch_1":19.12634,"neighbor_var_dist_ch_1":83.31146,"perim_ch_1":53.63203,"shape_bfr_ch_1":0.75644,"shape_lwr_ch_1":1.10255,"shape_p_2_a_ch_1":1.1344,"skew_inten_ch_1":0.28169,"skew_inten_ch_3":0.90755,"skew_inten_ch_4":0.91596,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":24757,"total_inten_ch_2":83692,"total_inten_ch_3":35012,"total_inten_ch_4":43330,"var_inten_ch_1":65.32841,"var_inten_ch_3":153.22388,"var_inten_ch_4":231.72021,"width_ch_1":15.28936}
{"case":"Test","class":"PS","angle_ch_1":138.77461,"area_ch_1":163,"avg_inten_ch_1":50.04487,"avg_inten_ch_2":83.08333,"avg_inten_ch_3":93.78846,"avg_inten_ch_4":208.54487,"convex_hull_area_ratio_ch_1":1.24545,"convex_hull_perim_ratio_ch_1":0.90225,"diff_inten_density_ch_1":53.42182,"diff_inten_density_ch_3":66.83273,"diff_inten_density_ch_4":128.04727,"entropy_inten_ch_1":6.10914,"entropy_inten_ch_3":5.96319,"entropy_inten_ch_4":5.75723,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":2.20368,"eq_ellipse_oblate_vol_ch_1":236.58269,"eq_ellipse_prolate_vol_ch_1":107.35788,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.20385,"fiber_align_2_ch_4":1.56285,"fiber_length_ch_1":25.77274,"fiber_width_ch_1":6.7106,"inten_cooc_asm_ch_3":0.03035,"inten_cooc_asm_ch_4":0.03812,"inten_cooc_contrast_ch_3":6.38377,"inten_cooc_contrast_ch_4":7.82085,"inten_cooc_entropy_ch_3":6.27213,"inten_cooc_entropy_ch_4":6.20223,"inten_cooc_max_ch_3":0.15217,"inten_cooc_max_ch_4":0.2029,"kurt_inten_ch_1":0.24163,"kurt_inten_ch_3":-0.13549,"kurt_inten_ch_4":-1.30709,"length_ch_1":23.88594,"neighbor_avg_dist_ch_1":163.19228,"neighbor_min_dist_ch_1":16.02515,"neighbor_var_dist_ch_1":76.58777,"perim_ch_1":64.9667,"shape_bfr_ch_1":0.52679,"shape_lwr_ch_1":1.83806,"shape_p_2_a_ch_1":1.94199,"skew_inten_ch_1":0.74142,"skew_inten_ch_3":0.78572,"skew_inten_ch_4":0.09468,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7807,"total_inten_ch_2":12806,"total_inten_ch_3":14631,"total_inten_ch_4":32533,"var_inten_ch_1":31.29806,"var_inten_ch_3":86.52753,"var_inten_ch_4":169.61024,"width_ch_1":12.9952}
{"case":"Train","class":"WS","angle_ch_1":83.85692,"area_ch_1":246,"avg_inten_ch_1":145.54894,"avg_inten_ch_2":349.97447,"avg_inten_ch_3":184.34894,"avg_inten_ch_4":559.66809,"convex_hull_area_ratio_ch_1":1.07377,"convex_hull_perim_ratio_ch_1":0.94791,"diff_inten_density_ch_1":73.00924,"diff_inten_density_ch_3":111.72979,"diff_inten_density_ch_4":258.38568,"entropy_inten_ch_1":7.06682,"entropy_inten_ch_3":7.18823,"entropy_inten_ch_4":6.81952,"eq_circ_diam_ch_1":17.70958,"eq_ellipse_lwr_ch_1":1.25718,"eq_ellipse_oblate_vol_ch_1":330.38624,"eq_ellipse_prolate_vol_ch_1":262.79962,"eq_sphere_area_ch_1":985.29478,"eq_sphere_vol_ch_1":2908.19209,"fiber_align_2_ch_3":1.19383,"fiber_align_2_ch_4":1.03178,"fiber_length_ch_1":19.07621,"fiber_width_ch_1":13.40713,"inten_cooc_asm_ch_3":0.00762,"inten_cooc_asm_ch_4":0.0205,"inten_cooc_contrast_ch_3":11.1351,"inten_cooc_contrast_ch_4":10.22475,"inten_cooc_entropy_ch_3":7.32446,"inten_cooc_entropy_ch_4":6.81686,"inten_cooc_max_ch_3":0.02752,"inten_cooc_max_ch_4":0.11927,"kurt_inten_ch_1":-0.67077,"kurt_inten_ch_3":1.22952,"kurt_inten_ch_4":-0.8501,"length_ch_1":20.46817,"neighbor_avg_dist_ch_1":188.38177,"neighbor_min_dist_ch_1":30.9861,"neighbor_var_dist_ch_1":96.48123,"perim_ch_1":64.9667,"shape_bfr_ch_1":0.72429,"shape_lwr_ch_1":1.23187,"shape_p_2_a_ch_1":1.31323,"skew_inten_ch_1":-0.35851,"skew_inten_ch_3":1.06117,"skew_inten_ch_4":-0.15327,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":34204,"total_inten_ch_2":82010,"total_inten_ch_3":43322,"total_inten_ch_4":131522,"var_inten_ch_1":69.04714,"var_inten_ch_3":133.90164,"var_inten_ch_4":362.02588,"width_ch_1":16.61557}
{"case":"Train","class":"PS","angle_ch_1":19.55043,"area_ch_1":412,"avg_inten_ch_1":214.09898,"avg_inten_ch_2":328.91878,"avg_inten_ch_3":238.1066,"avg_inten_ch_4":446.8731,"convex_hull_area_ratio_ch_1":1.13639,"convex_hull_perim_ratio_ch_1":0.87517,"diff_inten_density_ch_1":116.65621,"diff_inten_density_ch_3":170.58799,"diff_inten_density_ch_4":212.12688,"entropy_inten_ch_1":7.88045,"entropy_inten_ch_3":6.39056,"entropy_inten_ch_4":7.04028,"eq_circ_diam_ch_1":22.93097,"eq_ellipse_lwr_ch_1":1.41088,"eq_ellipse_oblate_vol_ch_1":759.82162,"eq_ellipse_prolate_vol_ch_1":538.54267,"eq_sphere_area_ch_1":1651.94104,"eq_sphere_vol_ch_1":6313.43376,"fiber_align_2_ch_3":1.39139,"fiber_align_2_ch_4":1.24696,"fiber_length_ch_1":34.78423,"fiber_width_ch_1":12.31725,"inten_cooc_asm_ch_3":0.06938,"inten_cooc_asm_ch_4":0.03677,"inten_cooc_contrast_ch_3":4.54828,"inten_cooc_contrast_ch_4":4.47891,"inten_cooc_entropy_ch_3":5.80782,"inten_cooc_entropy_ch_4":6.33458,"inten_cooc_max_ch_3":0.2541,"inten_cooc_max_ch_4":0.1776,"kurt_inten_ch_1":-0.25608,"kurt_inten_ch_3":2.35426,"kurt_inten_ch_4":-0.82927,"length_ch_1":28.16782,"neighbor_avg_dist_ch_1":203.84447,"neighbor_min_dist_ch_1":31.1884,"neighbor_var_dist_ch_1":95.80957,"perim_ch_1":94.20296,"shape_bfr_ch_1":0.64171,"shape_lwr_ch_1":1.23285,"shape_p_2_a_ch_1":1.64824,"skew_inten_ch_1":0.74817,"skew_inten_ch_3":1.75297,"skew_inten_ch_4":0.4674,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":84355,"total_inten_ch_2":129201,"total_inten_ch_3":93814,"total_inten_ch_4":176068,"var_inten_ch_1":164.60788,"var_inten_ch_3":321.65382,"var_inten_ch_4":376.53198,"width_ch_1":22.84778}
{"case":"Train","class":"WS","angle_ch_1":175.66425,"area_ch_1":254,"avg_inten_ch_1":172.09465,"avg_inten_ch_2":337.88477,"avg_inten_ch_3":70.33745,"avg_inten_ch_4":335.58436,"convex_hull_area_ratio_ch_1":1.11905,"convex_hull_perim_ratio_ch_1":0.9539,"diff_inten_density_ch_1":67.26244,"diff_inten_density_ch_3":63.30769,"diff_inten_density_ch_4":163.20362,"entropy_inten_ch_1":7.18334,"entropy_inten_ch_3":6.38564,"entropy_inten_ch_4":7.55848,"eq_circ_diam_ch_1":18.00849,"eq_ellipse_lwr_ch_1":2.53284,"eq_ellipse_oblate_vol_ch_1":493.09949,"eq_ellipse_prolate_vol_ch_1":194.68271,"eq_sphere_area_ch_1":1018.83673,"eq_sphere_vol_ch_1":3057.9523,"fiber_align_2_ch_3":1.70603,"fiber_align_2_ch_4":1.40882,"fiber_length_ch_1":31.1779,"fiber_width_ch_1":8.47212,"inten_cooc_asm_ch_3":0.01239,"inten_cooc_asm_ch_4":0.009,"inten_cooc_contrast_ch_3":13.30406,"inten_cooc_contrast_ch_4":8.60997,"inten_cooc_entropy_ch_3":6.99543,"inten_cooc_entropy_ch_4":7.05995,"inten_cooc_max_ch_3":0.07391,"inten_cooc_max_ch_4":0.03043,"kurt_inten_ch_1":-0.44944,"kurt_inten_ch_3":4.84842,"kurt_inten_ch_4":-1.13958,"length_ch_1":32.11167,"neighbor_avg_dist_ch_1":187.824,"neighbor_min_dist_ch_1":23.54762,"neighbor_var_dist_ch_1":107.29495,"perim_ch_1":79.30003,"shape_bfr_ch_1":0.60473,"shape_lwr_ch_1":2.44816,"shape_p_2_a_ch_1":1.8945,"skew_inten_ch_1":0.00336,"skew_inten_ch_3":2.11157,"skew_inten_ch_4":0.19705,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":41819,"total_inten_ch_2":81864,"total_inten_ch_3":17092,"total_inten_ch_4":81547,"var_inten_ch_1":75.62385,"var_inten_ch_3":87.25358,"var_inten_ch_4":217.35529,"width_ch_1":13.11663}
{"case":"Train","class":"PS","angle_ch_1":8.76202,"area_ch_1":157,"avg_inten_ch_1":18.80667,"avg_inten_ch_2":24.14667,"avg_inten_ch_3":33.07333,"avg_inten_ch_4":48.3,"convex_hull_area_ratio_ch_1":1.27216,"convex_hull_perim_ratio_ch_1":0.90175,"diff_inten_density_ch_1":30.55039,"diff_inten_density_ch_3":23.66667,"diff_inten_density_ch_4":29.13178,"entropy_inten_ch_1":5.31788,"entropy_inten_ch_3":5.4866,"entropy_inten_ch_4":4.74062,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":2.11563,"eq_ellipse_oblate_vol_ch_1":218.56373,"eq_ellipse_prolate_vol_ch_1":103.30915,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.38327,"fiber_align_2_ch_4":1.28207,"fiber_length_ch_1":26.12045,"fiber_width_ch_1":6.45073,"inten_cooc_asm_ch_3":0.00953,"inten_cooc_asm_ch_4":0.11242,"inten_cooc_contrast_ch_3":18.83284,"inten_cooc_contrast_ch_4":2.95762,"inten_cooc_entropy_ch_3":7.05123,"inten_cooc_entropy_ch_4":4.91174,"inten_cooc_max_ch_3":0.0458,"inten_cooc_max_ch_4":0.32283,"kurt_inten_ch_1":-0.54349,"kurt_inten_ch_3":-0.59406,"kurt_inten_ch_4":0.80868,"length_ch_1":22.34079,"neighbor_avg_dist_ch_1":193.69626,"neighbor_min_dist_ch_1":36.19713,"neighbor_var_dist_ch_1":90.14276,"perim_ch_1":65.14236,"shape_bfr_ch_1":0.50233,"shape_lwr_ch_1":1.59462,"shape_p_2_a_ch_1":2.00413,"skew_inten_ch_1":0.49366,"skew_inten_ch_3":-0.11546,"skew_inten_ch_4":1.20981,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":2821,"total_inten_ch_2":3473,"total_inten_ch_3":4961,"total_inten_ch_4":7245,"var_inten_ch_1":13.96505,"var_inten_ch_3":19.00635,"var_inten_ch_4":57.79928,"width_ch_1":14.0101}
{"case":"Train","class":"WS","angle_ch_1":59.40638,"area_ch_1":258,"avg_inten_ch_1":111.63968,"avg_inten_ch_2":177.96356,"avg_inten_ch_3":92.75304,"avg_inten_ch_4":24.68016,"convex_hull_area_ratio_ch_1":1.10959,"convex_hull_perim_ratio_ch_1":0.9391,"diff_inten_density_ch_1":72.52423,"diff_inten_density_ch_3":78.62555,"diff_inten_density_ch_4":29.1674,"entropy_inten_ch_1":7.03888,"entropy_inten_ch_3":5.79909,"entropy_inten_ch_4":2.95822,"eq_circ_diam_ch_1":18.15611,"eq_ellipse_lwr_ch_1":1.57395,"eq_ellipse_oblate_vol_ch_1":398.34837,"eq_ellipse_prolate_vol_ch_1":253.08763,"eq_sphere_area_ch_1":1035.60771,"eq_sphere_vol_ch_1":3133.76716,"fiber_align_2_ch_3":1.43362,"fiber_align_2_ch_4":1.57946,"fiber_length_ch_1":25.24698,"fiber_width_ch_1":10.60767,"inten_cooc_asm_ch_3":0.057,"inten_cooc_asm_ch_4":0.3881,"inten_cooc_contrast_ch_3":9.55659,"inten_cooc_contrast_ch_4":1.71421,"inten_cooc_entropy_ch_3":6.04726,"inten_cooc_entropy_ch_4":2.94783,"inten_cooc_max_ch_3":0.22807,"inten_cooc_max_ch_4":0.61947,"kurt_inten_ch_1":-0.49369,"kurt_inten_ch_3":3.99254,"kurt_inten_ch_4":7.82455,"length_ch_1":26.48395,"neighbor_avg_dist_ch_1":239.04164,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":119.66361,"perim_ch_1":71.70929,"shape_bfr_ch_1":0.59362,"shape_lwr_ch_1":1.6082,"shape_p_2_a_ch_1":1.52795,"skew_inten_ch_1":0.18418,"skew_inten_ch_3":1.75918,"skew_inten_ch_4":2.54304,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":27575,"total_inten_ch_2":43711,"total_inten_ch_3":22910,"total_inten_ch_4":6096,"var_inten_ch_1":56.21319,"var_inten_ch_3":100.90497,"var_inten_ch_4":48.1509,"width_ch_1":16.46806}
{"case":"Train","class":"PS","angle_ch_1":5.87646,"area_ch_1":193,"avg_inten_ch_1":30.41622,"avg_inten_ch_2":3.48649,"avg_inten_ch_3":84.90811,"avg_inten_ch_4":26.52973,"convex_hull_area_ratio_ch_1":1.39424,"convex_hull_perim_ratio_ch_1":0.89932,"diff_inten_density_ch_1":41.1125,"diff_inten_density_ch_3":48.6375,"diff_inten_density_ch_4":20.11875,"entropy_inten_ch_1":5.84453,"entropy_inten_ch_3":6.56606,"entropy_inten_ch_4":2.89845,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":4.16352,"eq_ellipse_oblate_vol_ch_1":419.96155,"eq_ellipse_prolate_vol_ch_1":100.86692,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.77704,"fiber_align_2_ch_4":1.36904,"fiber_length_ch_1":35.33267,"fiber_width_ch_1":5.92582,"inten_cooc_asm_ch_3":0.00811,"inten_cooc_asm_ch_4":0.38207,"inten_cooc_contrast_ch_3":13.22776,"inten_cooc_contrast_ch_4":0.97116,"inten_cooc_entropy_ch_3":7.17772,"inten_cooc_entropy_ch_4":2.7427,"inten_cooc_max_ch_3":0.02121,"inten_cooc_max_ch_4":0.64242,"kurt_inten_ch_1":-0.66215,"kurt_inten_ch_3":-0.70631,"kurt_inten_ch_4":2.43779,"length_ch_1":30.97217,"neighbor_avg_dist_ch_1":191.40304,"neighbor_min_dist_ch_1":39.98104,"neighbor_var_dist_ch_1":84.62123,"perim_ch_1":82.51698,"shape_bfr_ch_1":0.5305,"shape_lwr_ch_1":2.62434,"shape_p_2_a_ch_1":2.58791,"skew_inten_ch_1":0.41485,"skew_inten_ch_3":0.13808,"skew_inten_ch_4":1.90084,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5627,"total_inten_ch_2":461,"total_inten_ch_3":15708,"total_inten_ch_4":4908,"var_inten_ch_1":20.20716,"var_inten_ch_3":45.55326,"var_inten_ch_4":48.90786,"width_ch_1":11.80187}
{"case":"Train","class":"WS","angle_ch_1":62.79551,"area_ch_1":194,"avg_inten_ch_1":192.94624,"avg_inten_ch_2":323.84946,"avg_inten_ch_3":188.8871,"avg_inten_ch_4":420.82796,"convex_hull_area_ratio_ch_1":1.01542,"convex_hull_perim_ratio_ch_1":0.98403,"diff_inten_density_ch_1":83.96774,"diff_inten_density_ch_3":132.2434,"diff_inten_density_ch_4":211.83871,"entropy_inten_ch_1":6.95161,"entropy_inten_ch_3":7.0801,"entropy_inten_ch_4":7.02972,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":1.14879,"eq_ellipse_oblate_vol_ch_1":222.38797,"eq_ellipse_prolate_vol_ch_1":193.58452,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.52432,"fiber_align_2_ch_4":1.61723,"fiber_length_ch_1":13.32018,"fiber_width_ch_1":13.32018,"inten_cooc_asm_ch_3":0.00914,"inten_cooc_asm_ch_4":0.01206,"inten_cooc_contrast_ch_3":7.53963,"inten_cooc_contrast_ch_4":9.55277,"inten_cooc_entropy_ch_3":7.00554,"inten_cooc_entropy_ch_4":6.79327,"inten_cooc_max_ch_3":0.02339,"inten_cooc_max_ch_4":0.05882,"kurt_inten_ch_1":-0.34257,"kurt_inten_ch_3":2.04978,"kurt_inten_ch_4":-0.85538,"length_ch_1":18.31332,"neighbor_avg_dist_ch_1":209.2732,"neighbor_min_dist_ch_1":35.30288,"neighbor_var_dist_ch_1":97.15373,"perim_ch_1":53.28072,"shape_bfr_ch_1":0.66437,"shape_lwr_ch_1":1.14286,"shape_p_2_a_ch_1":1.10808,"skew_inten_ch_1":-0.0595,"skew_inten_ch_3":1.64431,"skew_inten_ch_4":0.1625,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":35888,"total_inten_ch_2":60051,"total_inten_ch_3":35133,"total_inten_ch_4":78274,"var_inten_ch_1":81.65649,"var_inten_ch_3":193.25651,"var_inten_ch_4":256.67986,"width_ch_1":16.02416}
{"case":"Test","class":"WS","angle_ch_1":150.71598,"area_ch_1":306,"avg_inten_ch_1":259.92808,"avg_inten_ch_2":226.38014,"avg_inten_ch_3":31.19521,"avg_inten_ch_4":53.60274,"convex_hull_area_ratio_ch_1":1.05805,"convex_hull_perim_ratio_ch_1":0.9526,"diff_inten_density_ch_1":114.74444,"diff_inten_density_ch_3":45.37037,"diff_inten_density_ch_4":39.78889,"entropy_inten_ch_1":7.78817,"entropy_inten_ch_3":1.92781,"entropy_inten_ch_4":5.05505,"eq_circ_diam_ch_1":19.74084,"eq_ellipse_lwr_ch_1":1.63433,"eq_ellipse_oblate_vol_ch_1":521.75327,"eq_ellipse_prolate_vol_ch_1":319.24674,"eq_sphere_area_ch_1":1224.28118,"eq_sphere_vol_ch_1":4028.05668,"fiber_align_2_ch_3":1.35704,"fiber_align_2_ch_4":1.44006,"fiber_length_ch_1":21.60683,"fiber_width_ch_1":14.83248,"inten_cooc_asm_ch_3":0.57257,"inten_cooc_asm_ch_4":0.14164,"inten_cooc_contrast_ch_3":0.37225,"inten_cooc_contrast_ch_4":4.88079,"inten_cooc_entropy_ch_3":1.79068,"inten_cooc_entropy_ch_4":5.03861,"inten_cooc_max_ch_3":0.75655,"inten_cooc_max_ch_4":0.36996,"kurt_inten_ch_1":-0.87973,"kurt_inten_ch_3":28.6276,"kurt_inten_ch_4":0.20412,"length_ch_1":26.43919,"neighbor_avg_dist_ch_1":165.71483,"neighbor_min_dist_ch_1":21.3041,"neighbor_var_dist_ch_1":73.35935,"perim_ch_1":72.87862,"shape_bfr_ch_1":0.7041,"shape_lwr_ch_1":1.60808,"shape_p_2_a_ch_1":1.31881,"skew_inten_ch_1":0.40394,"skew_inten_ch_3":5.06523,"skew_inten_ch_4":0.96763,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":75899,"total_inten_ch_2":65812,"total_inten_ch_3":9109,"total_inten_ch_4":15652,"var_inten_ch_1":165.33204,"var_inten_ch_3":112.42468,"var_inten_ch_4":59.96705,"width_ch_1":16.44151}
{"case":"Test","class":"PS","angle_ch_1":108.21562,"area_ch_1":293,"avg_inten_ch_1":452.55357,"avg_inten_ch_2":540.32857,"avg_inten_ch_3":437.98214,"avg_inten_ch_4":85.35357,"convex_hull_area_ratio_ch_1":1.13918,"convex_hull_perim_ratio_ch_1":0.92796,"diff_inten_density_ch_1":189.01163,"diff_inten_density_ch_3":279.40698,"diff_inten_density_ch_4":66.25194,"entropy_inten_ch_1":7.72973,"entropy_inten_ch_3":6.87094,"entropy_inten_ch_4":6.61382,"eq_circ_diam_ch_1":19.33095,"eq_ellipse_lwr_ch_1":2.02825,"eq_ellipse_oblate_vol_ch_1":545.78177,"eq_ellipse_prolate_vol_ch_1":269.09038,"eq_sphere_area_ch_1":1173.96825,"eq_sphere_vol_ch_1":3782.32064,"fiber_align_2_ch_3":1.34644,"fiber_align_2_ch_4":1.70297,"fiber_length_ch_1":27.26201,"fiber_width_ch_1":11.18854,"inten_cooc_asm_ch_3":0.02852,"inten_cooc_asm_ch_4":0.01768,"inten_cooc_contrast_ch_3":4.24471,"inten_cooc_contrast_ch_4":9.71616,"inten_cooc_entropy_ch_3":6.24104,"inten_cooc_entropy_ch_4":6.87678,"inten_cooc_max_ch_3":0.1451,"inten_cooc_max_ch_4":0.10588,"kurt_inten_ch_1":0.39085,"kurt_inten_ch_3":1.28323,"kurt_inten_ch_4":0.05256,"length_ch_1":27.19291,"neighbor_avg_dist_ch_1":218.35429,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":114.52225,"perim_ch_1":76.9011,"shape_bfr_ch_1":0.66674,"shape_lwr_ch_1":1.67985,"shape_p_2_a_ch_1":1.54284,"skew_inten_ch_1":0.4426,"skew_inten_ch_3":1.41232,"skew_inten_ch_4":0.89366,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":126715,"total_inten_ch_2":151013,"total_inten_ch_3":122635,"total_inten_ch_4":23899,"var_inten_ch_1":214.32275,"var_inten_ch_3":502.60249,"var_inten_ch_4":75.8531,"width_ch_1":16.18773}
{"case":"Test","class":"PS","angle_ch_1":124.64521,"area_ch_1":219,"avg_inten_ch_1":29.74163,"avg_inten_ch_2":35.64593,"avg_inten_ch_3":57.03349,"avg_inten_ch_4":77.60766,"convex_hull_area_ratio_ch_1":1.44657,"convex_hull_perim_ratio_ch_1":0.83219,"diff_inten_density_ch_1":37.44628,"diff_inten_density_ch_3":42.90634,"diff_inten_density_ch_4":53.37466,"entropy_inten_ch_1":5.86488,"entropy_inten_ch_3":6.17559,"entropy_inten_ch_4":5.93509,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":3.02637,"eq_ellipse_oblate_vol_ch_1":429.93445,"eq_ellipse_prolate_vol_ch_1":142.06259,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.32352,"fiber_align_2_ch_4":1.47143,"fiber_length_ch_1":41.68913,"fiber_width_ch_1":5.58801,"inten_cooc_asm_ch_3":0.01242,"inten_cooc_asm_ch_4":0.0436,"inten_cooc_contrast_ch_3":10.16162,"inten_cooc_contrast_ch_4":7.66754,"inten_cooc_entropy_ch_3":6.85567,"inten_cooc_entropy_ch_4":6.21315,"inten_cooc_max_ch_3":0.07065,"inten_cooc_max_ch_4":0.19565,"kurt_inten_ch_1":-0.10616,"kurt_inten_ch_3":-0.36981,"kurt_inten_ch_4":-0.23411,"length_ch_1":33.47821,"neighbor_avg_dist_ch_1":192.31868,"neighbor_min_dist_ch_1":17.88006,"neighbor_var_dist_ch_1":87.69923,"perim_ch_1":94.55428,"shape_bfr_ch_1":0.45898,"shape_lwr_ch_1":2.34817,"shape_p_2_a_ch_1":3.05401,"skew_inten_ch_1":0.6258,"skew_inten_ch_3":0.7556,"skew_inten_ch_4":0.60477,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6216,"total_inten_ch_2":7242,"total_inten_ch_3":11920,"total_inten_ch_4":16220,"var_inten_ch_1":20.53612,"var_inten_ch_3":48.99198,"var_inten_ch_4":67.71492,"width_ch_1":14.25716}
{"case":"Test","class":"PS","angle_ch_1":85.84004,"area_ch_1":158,"avg_inten_ch_1":23.23841,"avg_inten_ch_2":110.41722,"avg_inten_ch_3":21.40397,"avg_inten_ch_4":69.48344,"convex_hull_area_ratio_ch_1":1.25,"convex_hull_perim_ratio_ch_1":0.90863,"diff_inten_density_ch_1":36.70866,"diff_inten_density_ch_3":24.05512,"diff_inten_density_ch_4":40.02362,"entropy_inten_ch_1":5.53782,"entropy_inten_ch_3":4.70426,"entropy_inten_ch_4":4.25991,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":5.21421,"eq_ellipse_oblate_vol_ch_1":346.56227,"eq_ellipse_prolate_vol_ch_1":66.46495,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.60118,"fiber_align_2_ch_4":1.44794,"fiber_length_ch_1":34.9848,"fiber_width_ch_1":4.91363,"inten_cooc_asm_ch_3":0.04777,"inten_cooc_asm_ch_4":0.17005,"inten_cooc_contrast_ch_3":12.6995,"inten_cooc_contrast_ch_4":1.712,"inten_cooc_entropy_ch_3":6.01719,"inten_cooc_entropy_ch_4":4.3273,"inten_cooc_max_ch_3":0.20149,"inten_cooc_max_ch_4":0.40299,"kurt_inten_ch_1":-0.32306,"kurt_inten_ch_3":1.50667,"kurt_inten_ch_4":-0.21125,"length_ch_1":32.02582,"neighbor_avg_dist_ch_1":283.18001,"neighbor_min_dist_ch_1":21.98212,"neighbor_var_dist_ch_1":125.65485,"perim_ch_1":79.79687,"shape_bfr_ch_1":0.56398,"shape_lwr_ch_1":3.65465,"shape_p_2_a_ch_1":2.94766,"skew_inten_ch_1":0.59564,"skew_inten_ch_3":1.48753,"skew_inten_ch_4":1.05479,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":3509,"total_inten_ch_2":16523,"total_inten_ch_3":3232,"total_inten_ch_4":10492,"var_inten_ch_1":16.67719,"var_inten_ch_3":26.15926,"var_inten_ch_4":89.77557,"width_ch_1":8.76305}
{"case":"Train","class":"PS","angle_ch_1":88.45908,"area_ch_1":162,"avg_inten_ch_1":60.31613,"avg_inten_ch_2":121.9871,"avg_inten_ch_3":90.2,"avg_inten_ch_4":346.66452,"convex_hull_area_ratio_ch_1":1.06154,"convex_hull_perim_ratio_ch_1":0.97521,"diff_inten_density_ch_1":48.68459,"diff_inten_density_ch_3":64.96416,"diff_inten_density_ch_4":163.71685,"entropy_inten_ch_1":6.27906,"entropy_inten_ch_3":5.92445,"entropy_inten_ch_4":6.58859,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.54499,"eq_ellipse_oblate_vol_ch_1":196.19221,"eq_ellipse_prolate_vol_ch_1":126.98617,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.13436,"fiber_align_2_ch_4":1.90501,"fiber_length_ch_1":17.51561,"fiber_width_ch_1":9.72448,"inten_cooc_asm_ch_3":0.03373,"inten_cooc_asm_ch_4":0.01157,"inten_cooc_contrast_ch_3":7.76949,"inten_cooc_contrast_ch_4":13.67827,"inten_cooc_entropy_ch_3":6.33743,"inten_cooc_entropy_ch_4":6.98732,"inten_cooc_max_ch_3":0.17647,"inten_cooc_max_ch_4":0.07353,"kurt_inten_ch_1":-0.44408,"kurt_inten_ch_3":-0.73432,"kurt_inten_ch_4":-0.36906,"length_ch_1":19.50041,"neighbor_avg_dist_ch_1":235.57572,"neighbor_min_dist_ch_1":20.50177,"neighbor_var_dist_ch_1":119.7907,"perim_ch_1":54.48018,"shape_bfr_ch_1":0.66791,"shape_lwr_ch_1":1.56329,"shape_p_2_a_ch_1":1.38667,"skew_inten_ch_1":0.33767,"skew_inten_ch_3":0.53178,"skew_inten_ch_4":-0.53651,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":9349,"total_inten_ch_2":18754,"total_inten_ch_3":13981,"total_inten_ch_4":53733,"var_inten_ch_1":35.63647,"var_inten_ch_3":78.96005,"var_inten_ch_4":182.05707,"width_ch_1":12.47399}
{"case":"Test","class":"WS","angle_ch_1":89.97797,"area_ch_1":163,"avg_inten_ch_1":1209.54487,"avg_inten_ch_2":552.52564,"avg_inten_ch_3":116.85897,"avg_inten_ch_4":490.85897,"convex_hull_area_ratio_ch_1":1.04242,"convex_hull_perim_ratio_ch_1":0.97145,"diff_inten_density_ch_1":348.60993,"diff_inten_density_ch_3":56.56028,"diff_inten_density_ch_4":250.4539,"entropy_inten_ch_1":7.18284,"entropy_inten_ch_3":6.6355,"entropy_inten_ch_4":7.12124,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":1.16991,"eq_ellipse_oblate_vol_ch_1":172.37934,"eq_ellipse_prolate_vol_ch_1":147.34374,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.31418,"fiber_align_2_ch_4":1.01945,"fiber_length_ch_1":12.65834,"fiber_width_ch_1":12.65834,"inten_cooc_asm_ch_3":0.00879,"inten_cooc_asm_ch_4":0.00824,"inten_cooc_contrast_ch_3":11.48194,"inten_cooc_contrast_ch_4":10.62796,"inten_cooc_entropy_ch_3":7.0844,"inten_cooc_entropy_ch_4":7.11691,"inten_cooc_max_ch_3":0.03597,"inten_cooc_max_ch_4":0.02158,"kurt_inten_ch_1":-0.42032,"kurt_inten_ch_3":-1.04134,"kurt_inten_ch_4":-0.10472,"length_ch_1":17.40515,"neighbor_avg_dist_ch_1":237.14531,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":108.24527,"perim_ch_1":50.63336,"shape_bfr_ch_1":0.70574,"shape_lwr_ch_1":1.30749,"shape_p_2_a_ch_1":1.17961,"skew_inten_ch_1":-0.8564,"skew_inten_ch_3":-0.01936,"skew_inten_ch_4":0.44811,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":188689,"total_inten_ch_2":86039,"total_inten_ch_3":18230,"total_inten_ch_4":76574,"var_inten_ch_1":484.7325,"var_inten_ch_3":59.18284,"var_inten_ch_4":280.90103,"width_ch_1":13.31189}
{"case":"Train","class":"PS","angle_ch_1":78.10225,"area_ch_1":320,"avg_inten_ch_1":21.11438,"avg_inten_ch_2":120.13072,"avg_inten_ch_3":6.60458,"avg_inten_ch_4":29.29739,"convex_hull_area_ratio_ch_1":1.07874,"convex_hull_perim_ratio_ch_1":0.91518,"diff_inten_density_ch_1":40.20996,"diff_inten_density_ch_3":8.17438,"diff_inten_density_ch_4":28.64769,"entropy_inten_ch_1":5.33917,"entropy_inten_ch_3":2.57392,"entropy_inten_ch_4":4.26682,"eq_circ_diam_ch_1":20.20854,"eq_ellipse_lwr_ch_1":2.19125,"eq_ellipse_oblate_vol_ch_1":648.11105,"eq_ellipse_prolate_vol_ch_1":295.77261,"eq_sphere_area_ch_1":1282.97959,"eq_sphere_vol_ch_1":4321.19073,"fiber_align_2_ch_3":1.59388,"fiber_align_2_ch_4":1.58606,"fiber_length_ch_1":32.65396,"fiber_width_ch_1":10.19169,"inten_cooc_asm_ch_3":0.38073,"inten_cooc_asm_ch_4":0.18122,"inten_cooc_contrast_ch_3":1.7447,"inten_cooc_contrast_ch_4":4.2066,"inten_cooc_entropy_ch_3":2.90546,"inten_cooc_entropy_ch_4":4.51871,"inten_cooc_max_ch_3":0.61232,"inten_cooc_max_ch_4":0.42391,"kurt_inten_ch_1":0.50948,"kurt_inten_ch_3":4.05433,"kurt_inten_ch_4":2.27959,"length_ch_1":31.58553,"neighbor_avg_dist_ch_1":220.22724,"neighbor_min_dist_ch_1":42.38621,"neighbor_var_dist_ch_1":93.20964,"perim_ch_1":85.69131,"shape_bfr_ch_1":0.59803,"shape_lwr_ch_1":1.86011,"shape_p_2_a_ch_1":1.75582,"skew_inten_ch_1":0.93799,"skew_inten_ch_3":2.17482,"skew_inten_ch_4":1.69913,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":10,"total_inten_ch_1":6461,"total_inten_ch_2":36455,"total_inten_ch_3":2021,"total_inten_ch_4":8965,"var_inten_ch_1":18.45849,"var_inten_ch_3":12.98455,"var_inten_ch_4":44.03445,"width_ch_1":16.98045}
{"case":"Train","class":"PS","angle_ch_1":32.37614,"area_ch_1":216,"avg_inten_ch_1":50.70531,"avg_inten_ch_2":52.97101,"avg_inten_ch_3":132.04831,"avg_inten_ch_4":97.11594,"convex_hull_area_ratio_ch_1":1.10835,"convex_hull_perim_ratio_ch_1":0.91355,"diff_inten_density_ch_1":57.26882,"diff_inten_density_ch_3":128.22581,"diff_inten_density_ch_4":75.06452,"entropy_inten_ch_1":6.08794,"entropy_inten_ch_3":6.79579,"entropy_inten_ch_4":3.78416,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":1.36593,"eq_ellipse_oblate_vol_ch_1":284.703,"eq_ellipse_prolate_vol_ch_1":208.43089,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.46923,"fiber_align_2_ch_4":1.5915,"fiber_length_ch_1":23.84188,"fiber_width_ch_1":9.73804,"inten_cooc_asm_ch_3":0.01188,"inten_cooc_asm_ch_4":0.27481,"inten_cooc_contrast_ch_3":18.99715,"inten_cooc_contrast_ch_4":1.8053,"inten_cooc_entropy_ch_3":7.1154,"inten_cooc_entropy_ch_4":3.68246,"inten_cooc_max_ch_3":0.07027,"inten_cooc_max_ch_4":0.52406,"kurt_inten_ch_1":6.65052,"kurt_inten_ch_3":10.38824,"kurt_inten_ch_4":0.75165,"length_ch_1":23.32366,"neighbor_avg_dist_ch_1":167.93705,"neighbor_min_dist_ch_1":23.21137,"neighbor_var_dist_ch_1":74.15761,"perim_ch_1":67.15984,"shape_bfr_ch_1":0.54326,"shape_lwr_ch_1":1.36205,"shape_p_2_a_ch_1":1.54595,"skew_inten_ch_1":2.09995,"skew_inten_ch_3":2.56227,"skew_inten_ch_4":1.36165,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10496,"total_inten_ch_2":10759,"total_inten_ch_3":27334,"total_inten_ch_4":20103,"var_inten_ch_1":51.89561,"var_inten_ch_3":121.00664,"var_inten_ch_4":146.08619,"width_ch_1":17.1239}
{"case":"Test","class":"PS","angle_ch_1":37.70737,"area_ch_1":157,"avg_inten_ch_1":16.47333,"avg_inten_ch_2":28.89333,"avg_inten_ch_3":14.34667,"avg_inten_ch_4":6.54,"convex_hull_area_ratio_ch_1":1.15659,"convex_hull_perim_ratio_ch_1":0.93044,"diff_inten_density_ch_1":31.67424,"diff_inten_density_ch_3":19.55303,"diff_inten_density_ch_4":15.07576,"entropy_inten_ch_1":4.97247,"entropy_inten_ch_3":4.61508,"entropy_inten_ch_4":3.7149,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.22754,"eq_ellipse_oblate_vol_ch_1":166.48557,"eq_ellipse_prolate_vol_ch_1":135.62516,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.61733,"fiber_align_2_ch_4":1,"fiber_length_ch_1":22.10031,"fiber_width_ch_1":7.64786,"inten_cooc_asm_ch_3":0.02391,"inten_cooc_asm_ch_4":0.03162,"inten_cooc_contrast_ch_3":20.98548,"inten_cooc_contrast_ch_4":39.06856,"inten_cooc_entropy_ch_3":6.47223,"inten_cooc_entropy_ch_4":6.20149,"inten_cooc_max_ch_3":0.12977,"inten_cooc_max_ch_4":0.15267,"kurt_inten_ch_1":-0.15073,"kurt_inten_ch_3":-0.69128,"kurt_inten_ch_4":0.76686,"length_ch_1":18.22785,"neighbor_avg_dist_ch_1":181.8493,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":76.66342,"perim_ch_1":59.49633,"shape_bfr_ch_1":0.53359,"shape_lwr_ch_1":1.12758,"shape_p_2_a_ch_1":1.66659,"skew_inten_ch_1":0.76515,"skew_inten_ch_3":0.67776,"skew_inten_ch_4":1.14948,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":2471,"total_inten_ch_2":4185,"total_inten_ch_3":2152,"total_inten_ch_4":981,"var_inten_ch_1":14.15989,"var_inten_ch_3":13.94321,"var_inten_ch_4":7.30446,"width_ch_1":16.16548}
{"case":"Test","class":"WS","angle_ch_1":127.99194,"area_ch_1":162,"avg_inten_ch_1":507.80645,"avg_inten_ch_2":454.08387,"avg_inten_ch_3":448.6129,"avg_inten_ch_4":471.08387,"convex_hull_area_ratio_ch_1":1.01529,"convex_hull_perim_ratio_ch_1":0.98707,"diff_inten_density_ch_1":170.53025,"diff_inten_density_ch_3":268.9573,"diff_inten_density_ch_4":295.96797,"entropy_inten_ch_1":7.0519,"entropy_inten_ch_3":7.10351,"entropy_inten_ch_4":6.96645,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.1679,"eq_ellipse_oblate_vol_ch_1":170.57722,"eq_ellipse_prolate_vol_ch_1":146.05525,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.46856,"fiber_align_2_ch_4":1.04503,"fiber_length_ch_1":12.29637,"fiber_width_ch_1":12.29637,"inten_cooc_asm_ch_3":0.00817,"inten_cooc_asm_ch_4":0.00863,"inten_cooc_contrast_ch_3":19.24397,"inten_cooc_contrast_ch_4":15.79939,"inten_cooc_entropy_ch_3":7.15931,"inten_cooc_entropy_ch_4":7.10028,"inten_cooc_max_ch_3":0.02143,"inten_cooc_max_ch_4":0.02837,"kurt_inten_ch_1":-0.31188,"kurt_inten_ch_3":-0.6245,"kurt_inten_ch_4":-0.86363,"length_ch_1":16.51437,"neighbor_avg_dist_ch_1":226.17364,"neighbor_min_dist_ch_1":24.59275,"neighbor_var_dist_ch_1":110.96248,"perim_ch_1":49.18548,"shape_bfr_ch_1":0.68097,"shape_lwr_ch_1":1.14309,"shape_p_2_a_ch_1":1.12332,"skew_inten_ch_1":-0.4924,"skew_inten_ch_3":-0.06269,"skew_inten_ch_4":0.16386,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":78710,"total_inten_ch_2":70229,"total_inten_ch_3":69535,"total_inten_ch_4":73018,"var_inten_ch_1":188.71245,"var_inten_ch_3":240.46311,"var_inten_ch_4":296.43986,"width_ch_1":14.4471}
{"case":"Test","class":"PS","angle_ch_1":112.12699,"area_ch_1":228,"avg_inten_ch_1":53.3578,"avg_inten_ch_2":3.36697,"avg_inten_ch_3":125.27523,"avg_inten_ch_4":42.79817,"convex_hull_area_ratio_ch_1":1.51225,"convex_hull_perim_ratio_ch_1":0.89858,"diff_inten_density_ch_1":62.6455,"diff_inten_density_ch_3":139.80423,"diff_inten_density_ch_4":35.42328,"entropy_inten_ch_1":6.40569,"entropy_inten_ch_3":6.92725,"entropy_inten_ch_4":4.46334,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":3.42374,"eq_ellipse_oblate_vol_ch_1":487.14316,"eq_ellipse_prolate_vol_ch_1":142.28397,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.53918,"fiber_align_2_ch_4":1.28438,"fiber_length_ch_1":39.91267,"fiber_width_ch_1":6.165,"inten_cooc_asm_ch_3":0.00799,"inten_cooc_asm_ch_4":0.13162,"inten_cooc_contrast_ch_3":20.80143,"inten_cooc_contrast_ch_4":4.37684,"inten_cooc_entropy_ch_3":7.34871,"inten_cooc_entropy_ch_4":4.87052,"inten_cooc_max_ch_3":0.04103,"inten_cooc_max_ch_4":0.36923,"kurt_inten_ch_1":2.51781,"kurt_inten_ch_3":2.09351,"kurt_inten_ch_4":2.22516,"length_ch_1":34.38247,"neighbor_avg_dist_ch_1":227.81247,"neighbor_min_dist_ch_1":28.44643,"neighbor_var_dist_ch_1":114.06904,"perim_ch_1":92.15534,"shape_bfr_ch_1":0.45034,"shape_lwr_ch_1":2.32982,"shape_p_2_a_ch_1":2.74653,"skew_inten_ch_1":1.63119,"skew_inten_ch_3":1.58687,"skew_inten_ch_4":1.74245,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11632,"total_inten_ch_2":517,"total_inten_ch_3":27310,"total_inten_ch_4":9330,"var_inten_ch_1":52.23764,"var_inten_ch_3":132.19425,"var_inten_ch_4":65.03877,"width_ch_1":14.75756}
{"case":"Train","class":"PS","angle_ch_1":83.5458,"area_ch_1":229,"avg_inten_ch_1":84.43379,"avg_inten_ch_2":202.26941,"avg_inten_ch_3":38.55251,"avg_inten_ch_4":53.10046,"convex_hull_area_ratio_ch_1":1.09934,"convex_hull_perim_ratio_ch_1":0.91936,"diff_inten_density_ch_1":67.31234,"diff_inten_density_ch_3":59.04534,"diff_inten_density_ch_4":38.17884,"entropy_inten_ch_1":6.82943,"entropy_inten_ch_3":2.73446,"entropy_inten_ch_4":4.80412,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":2.13886,"eq_ellipse_oblate_vol_ch_1":387.68526,"eq_ellipse_prolate_vol_ch_1":181.25757,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.05291,"fiber_align_2_ch_4":1.46488,"fiber_length_ch_1":28.39234,"fiber_width_ch_1":8.36191,"inten_cooc_asm_ch_3":0.40121,"inten_cooc_asm_ch_4":0.1356,"inten_cooc_contrast_ch_3":2.1743,"inten_cooc_contrast_ch_4":5.2609,"inten_cooc_entropy_ch_3":2.87173,"inten_cooc_entropy_ch_4":5.09274,"inten_cooc_max_ch_3":0.63107,"inten_cooc_max_ch_4":0.36649,"kurt_inten_ch_1":1.69642,"kurt_inten_ch_3":6.1426,"kurt_inten_ch_4":-1.2479,"length_ch_1":26.91068,"neighbor_avg_dist_ch_1":203.80014,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":105.77793,"perim_ch_1":73.50849,"shape_bfr_ch_1":0.65549,"shape_lwr_ch_1":2.06791,"shape_p_2_a_ch_1":1.81116,"skew_inten_ch_1":1.15185,"skew_inten_ch_3":2.51536,"skew_inten_ch_4":0.494,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":18491,"total_inten_ch_2":44079,"total_inten_ch_3":8443,"total_inten_ch_4":11629,"var_inten_ch_1":57.21975,"var_inten_ch_3":82.38422,"var_inten_ch_4":55.60016,"width_ch_1":13.01345}
{"case":"Test","class":"PS","angle_ch_1":84.36325,"area_ch_1":272,"avg_inten_ch_1":42.80769,"avg_inten_ch_2":146.72692,"avg_inten_ch_3":29.35769,"avg_inten_ch_4":37.57692,"convex_hull_area_ratio_ch_1":1.05937,"convex_hull_perim_ratio_ch_1":0.92414,"diff_inten_density_ch_1":47.20877,"diff_inten_density_ch_3":28.83716,"diff_inten_density_ch_4":31.43424,"entropy_inten_ch_1":6.31472,"entropy_inten_ch_3":4.18882,"entropy_inten_ch_4":4.74442,"eq_circ_diam_ch_1":18.62777,"eq_ellipse_lwr_ch_1":1.30973,"eq_ellipse_oblate_vol_ch_1":392.43856,"eq_ellipse_prolate_vol_ch_1":299.63426,"eq_sphere_area_ch_1":1090.11338,"eq_sphere_vol_ch_1":3384.39713,"fiber_align_2_ch_3":1.81042,"fiber_align_2_ch_4":1.73822,"fiber_length_ch_1":23.56958,"fiber_width_ch_1":11.9852,"inten_cooc_asm_ch_3":0.20849,"inten_cooc_asm_ch_4":0.10401,"inten_cooc_contrast_ch_3":4.04921,"inten_cooc_contrast_ch_4":5.44056,"inten_cooc_entropy_ch_3":4.36529,"inten_cooc_entropy_ch_4":5.31339,"inten_cooc_max_ch_3":0.45378,"inten_cooc_max_ch_4":0.3112,"kurt_inten_ch_1":0.26589,"kurt_inten_ch_3":6.09496,"kurt_inten_ch_4":-1.11021,"length_ch_1":21.9994,"neighbor_avg_dist_ch_1":158.31854,"neighbor_min_dist_ch_1":14.47885,"neighbor_var_dist_ch_1":64.70316,"perim_ch_1":71.10955,"shape_bfr_ch_1":0.73776,"shape_lwr_ch_1":1.31017,"shape_p_2_a_ch_1":1.42445,"skew_inten_ch_1":0.73868,"skew_inten_ch_3":2.12062,"skew_inten_ch_4":0.53391,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11130,"total_inten_ch_2":37890,"total_inten_ch_3":7633,"total_inten_ch_4":9770,"var_inten_ch_1":27.91997,"var_inten_ch_3":42.81668,"var_inten_ch_4":39.09827,"width_ch_1":16.79128}
{"case":"Test","class":"PS","angle_ch_1":40.97895,"area_ch_1":167,"avg_inten_ch_1":25.78125,"avg_inten_ch_2":321.08125,"avg_inten_ch_3":39.68125,"avg_inten_ch_4":91.40625,"convex_hull_area_ratio_ch_1":1.22628,"convex_hull_perim_ratio_ch_1":0.86445,"diff_inten_density_ch_1":39.23656,"diff_inten_density_ch_3":31.43728,"diff_inten_density_ch_4":52.4552,"entropy_inten_ch_1":5.55584,"entropy_inten_ch_3":3.94375,"entropy_inten_ch_4":5.3495,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":2.20312,"eq_ellipse_oblate_vol_ch_1":245.70856,"eq_ellipse_prolate_vol_ch_1":111.5277,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.50221,"fiber_align_2_ch_4":1.56121,"fiber_length_ch_1":27.65175,"fiber_width_ch_1":6.49152,"inten_cooc_asm_ch_3":0.20614,"inten_cooc_asm_ch_4":0.05827,"inten_cooc_contrast_ch_3":2.18718,"inten_cooc_contrast_ch_4":3.58345,"inten_cooc_entropy_ch_3":4.04832,"inten_cooc_entropy_ch_4":5.554,"inten_cooc_max_ch_3":0.45324,"inten_cooc_max_ch_4":0.22143,"kurt_inten_ch_1":2.49351,"kurt_inten_ch_3":0.3595,"kurt_inten_ch_4":-1.27842,"length_ch_1":23.88206,"neighbor_avg_dist_ch_1":187.03109,"neighbor_min_dist_ch_1":21.88655,"neighbor_var_dist_ch_1":103.54994,"perim_ch_1":68.28654,"shape_bfr_ch_1":0.54283,"shape_lwr_ch_1":1.84607,"shape_p_2_a_ch_1":2.06723,"skew_inten_ch_1":1.21102,"skew_inten_ch_3":1.1857,"skew_inten_ch_4":0.5024,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":4125,"total_inten_ch_2":51214,"total_inten_ch_3":6349,"total_inten_ch_4":14625,"var_inten_ch_1":19.45593,"var_inten_ch_3":54.20463,"var_inten_ch_4":94.40785,"width_ch_1":12.93668}
{"case":"Test","class":"PS","angle_ch_1":94.86583,"area_ch_1":200,"avg_inten_ch_1":69.62827,"avg_inten_ch_2":268.95812,"avg_inten_ch_3":133.64398,"avg_inten_ch_4":171.54974,"convex_hull_area_ratio_ch_1":1.15698,"convex_hull_perim_ratio_ch_1":0.90849,"diff_inten_density_ch_1":64.99412,"diff_inten_density_ch_3":101.61765,"diff_inten_density_ch_4":130.94706,"entropy_inten_ch_1":6.57074,"entropy_inten_ch_3":6.60763,"entropy_inten_ch_4":6.23114,"eq_circ_diam_ch_1":15.96581,"eq_ellipse_lwr_ch_1":2.43634,"eq_ellipse_oblate_vol_ch_1":337.00859,"eq_ellipse_prolate_vol_ch_1":138.32549,"eq_sphere_area_ch_1":800.81406,"eq_sphere_vol_ch_1":2130.94061,"fiber_align_2_ch_3":1.54849,"fiber_align_2_ch_4":1.61095,"fiber_length_ch_1":28.43578,"fiber_width_ch_1":7.45524,"inten_cooc_asm_ch_3":0.01275,"inten_cooc_asm_ch_4":0.02599,"inten_cooc_contrast_ch_3":10.5055,"inten_cooc_contrast_ch_4":9.32561,"inten_cooc_entropy_ch_3":6.90592,"inten_cooc_entropy_ch_4":6.5077,"inten_cooc_max_ch_3":0.07229,"inten_cooc_max_ch_4":0.13855,"kurt_inten_ch_1":0.71642,"kurt_inten_ch_3":0.53479,"kurt_inten_ch_4":-0.89579,"length_ch_1":25.26445,"neighbor_avg_dist_ch_1":195.61137,"neighbor_min_dist_ch_1":31.98483,"neighbor_var_dist_ch_1":95.80371,"perim_ch_1":71.78205,"shape_bfr_ch_1":0.62838,"shape_lwr_ch_1":2.0034,"shape_p_2_a_ch_1":1.93416,"skew_inten_ch_1":0.65525,"skew_inten_ch_3":0.85594,"skew_inten_ch_4":0.46942,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":13299,"total_inten_ch_2":51181,"total_inten_ch_3":25526,"total_inten_ch_4":32766,"var_inten_ch_1":39.25848,"var_inten_ch_3":113.05917,"var_inten_ch_4":148.97818,"width_ch_1":12.61079}
{"case":"Test","class":"PS","angle_ch_1":89.9574,"area_ch_1":541,"avg_inten_ch_1":44.62669,"avg_inten_ch_2":4.40039,"avg_inten_ch_3":103.88975,"avg_inten_ch_4":7.61315,"convex_hull_area_ratio_ch_1":1.47291,"convex_hull_perim_ratio_ch_1":0.81133,"diff_inten_density_ch_1":48.08596,"diff_inten_density_ch_3":73.57236,"diff_inten_density_ch_4":12.16213,"entropy_inten_ch_1":6.51719,"entropy_inten_ch_3":7.39676,"entropy_inten_ch_4":3.34668,"eq_circ_diam_ch_1":26.26755,"eq_ellipse_lwr_ch_1":6.76538,"eq_ellipse_oblate_vol_ch_1":2500.9415,"eq_ellipse_prolate_vol_ch_1":369.66744,"eq_sphere_area_ch_1":2167.64853,"eq_sphere_vol_ch_1":9489.80111,"fiber_align_2_ch_3":1.43966,"fiber_align_2_ch_4":1.70407,"fiber_length_ch_1":92.93215,"fiber_width_ch_1":6.14144,"inten_cooc_asm_ch_3":0.0058,"inten_cooc_asm_ch_4":0.21571,"inten_cooc_contrast_ch_3":23.3299,"inten_cooc_contrast_ch_4":6.20664,"inten_cooc_entropy_ch_3":7.86322,"inten_cooc_entropy_ch_4":4.34185,"inten_cooc_max_ch_3":0.03975,"inten_cooc_max_ch_4":0.46653,"kurt_inten_ch_1":0.04788,"kurt_inten_ch_3":0.06554,"kurt_inten_ch_4":2.27356,"length_ch_1":72.69046,"neighbor_avg_dist_ch_1":275.66432,"neighbor_min_dist_ch_1":30.25006,"neighbor_var_dist_ch_1":135.52553,"perim_ch_1":198.14718,"shape_bfr_ch_1":0.60422,"shape_lwr_ch_1":5.89148,"shape_p_2_a_ch_1":5.47428,"skew_inten_ch_1":0.60017,"skew_inten_ch_3":0.58742,"skew_inten_ch_4":1.70034,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":13,"total_inten_ch_1":23072,"total_inten_ch_2":1759,"total_inten_ch_3":53711,"total_inten_ch_4":3936,"var_inten_ch_1":27.96436,"var_inten_ch_3":59.95983,"var_inten_ch_4":11.88685,"width_ch_1":12.33824}
{"case":"Test","class":"PS","angle_ch_1":131.96408,"area_ch_1":289,"avg_inten_ch_1":18.93116,"avg_inten_ch_2":220.12319,"avg_inten_ch_3":14.57246,"avg_inten_ch_4":40.01087,"convex_hull_area_ratio_ch_1":1.2093,"convex_hull_perim_ratio_ch_1":0.8154,"diff_inten_density_ch_1":35.74148,"diff_inten_density_ch_3":14.75551,"diff_inten_density_ch_4":28.53507,"entropy_inten_ch_1":5.22724,"entropy_inten_ch_3":4.188,"entropy_inten_ch_4":4.84741,"eq_circ_diam_ch_1":19.19238,"eq_ellipse_lwr_ch_1":1.25935,"eq_ellipse_oblate_vol_ch_1":420.87927,"eq_ellipse_prolate_vol_ch_1":334.2049,"eq_sphere_area_ch_1":1157.19728,"eq_sphere_vol_ch_1":3701.56107,"fiber_align_2_ch_3":1.37341,"fiber_align_2_ch_4":1.4851,"fiber_length_ch_1":36.23317,"fiber_width_ch_1":8.39661,"inten_cooc_asm_ch_3":0.13588,"inten_cooc_asm_ch_4":0.11252,"inten_cooc_contrast_ch_3":4.96556,"inten_cooc_contrast_ch_4":3.54148,"inten_cooc_entropy_ch_3":5.0887,"inten_cooc_entropy_ch_4":5.09189,"inten_cooc_max_ch_3":0.37052,"inten_cooc_max_ch_4":0.32661,"kurt_inten_ch_1":0.62337,"kurt_inten_ch_3":0.21121,"kurt_inten_ch_4":-0.14485,"length_ch_1":25.26409,"neighbor_avg_dist_ch_1":182.05553,"neighbor_min_dist_ch_1":34.64351,"neighbor_var_dist_ch_1":69.24202,"perim_ch_1":89.25957,"shape_bfr_ch_1":0.53365,"shape_lwr_ch_1":1.17739,"shape_p_2_a_ch_1":2.08395,"skew_inten_ch_1":0.87608,"skew_inten_ch_3":1.1501,"skew_inten_ch_4":1.00308,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5225,"total_inten_ch_2":60479,"total_inten_ch_3":4022,"total_inten_ch_4":11043,"var_inten_ch_1":15.98388,"var_inten_ch_3":18.51376,"var_inten_ch_4":49.13627,"width_ch_1":21.45775}
{"case":"Test","class":"WS","angle_ch_1":80.0819,"area_ch_1":223,"avg_inten_ch_1":47.20657,"avg_inten_ch_2":326.12676,"avg_inten_ch_3":17.62441,"avg_inten_ch_4":85.38967,"convex_hull_area_ratio_ch_1":1.10714,"convex_hull_perim_ratio_ch_1":0.95825,"diff_inten_density_ch_1":44.7772,"diff_inten_density_ch_3":19.88601,"diff_inten_density_ch_4":63.74093,"entropy_inten_ch_1":6.21031,"entropy_inten_ch_3":2.97088,"entropy_inten_ch_4":4.52484,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":2.1869,"eq_ellipse_oblate_vol_ch_1":376.01491,"eq_ellipse_prolate_vol_ch_1":171.93997,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":1.77141,"fiber_align_2_ch_4":1.65876,"fiber_length_ch_1":24.94156,"fiber_width_ch_1":9.41375,"inten_cooc_asm_ch_3":0.34978,"inten_cooc_asm_ch_4":0.19112,"inten_cooc_contrast_ch_3":1.85202,"inten_cooc_contrast_ch_4":4.30468,"inten_cooc_entropy_ch_3":3.03109,"inten_cooc_entropy_ch_4":4.40444,"inten_cooc_max_ch_3":0.59,"inten_cooc_max_ch_4":0.435,"kurt_inten_ch_1":-0.48454,"kurt_inten_ch_3":4.80751,"kurt_inten_ch_4":0.2001,"length_ch_1":28.11144,"neighbor_avg_dist_ch_1":192.98456,"neighbor_min_dist_ch_1":20.50177,"neighbor_var_dist_ch_1":83.58168,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.55365,"shape_lwr_ch_1":1.95967,"shape_p_2_a_ch_1":1.60011,"skew_inten_ch_1":0.2231,"skew_inten_ch_3":2.26156,"skew_inten_ch_4":1.01674,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10055,"total_inten_ch_2":69253,"total_inten_ch_3":3754,"total_inten_ch_4":18188,"var_inten_ch_1":27.50868,"var_inten_ch_3":34.46165,"var_inten_ch_4":102.96329,"width_ch_1":14.345}
{"case":"Test","class":"WS","angle_ch_1":21.73845,"area_ch_1":210,"avg_inten_ch_1":151.31343,"avg_inten_ch_2":345.48756,"avg_inten_ch_3":11.04975,"avg_inten_ch_4":121.52239,"convex_hull_area_ratio_ch_1":1.01909,"convex_hull_perim_ratio_ch_1":0.98129,"diff_inten_density_ch_1":74.31165,"diff_inten_density_ch_3":19.23306,"diff_inten_density_ch_4":87.83469,"entropy_inten_ch_1":6.8636,"entropy_inten_ch_3":2.66028,"entropy_inten_ch_4":6.6056,"eq_circ_diam_ch_1":16.37843,"eq_ellipse_lwr_ch_1":1.32177,"eq_ellipse_oblate_vol_ch_1":267.97439,"eq_ellipse_prolate_vol_ch_1":202.73932,"eq_sphere_area_ch_1":842.7415,"eq_sphere_vol_ch_1":2300.46369,"fiber_align_2_ch_3":1.74272,"fiber_align_2_ch_4":1.34639,"fiber_length_ch_1":14.34399,"fiber_width_ch_1":14.34399,"inten_cooc_asm_ch_3":0.35852,"inten_cooc_asm_ch_4":0.0115,"inten_cooc_contrast_ch_3":2.92918,"inten_cooc_contrast_ch_4":10.36506,"inten_cooc_entropy_ch_3":3.03837,"inten_cooc_entropy_ch_4":6.96136,"inten_cooc_max_ch_3":0.59677,"inten_cooc_max_ch_4":0.06452,"kurt_inten_ch_1":-0.15267,"kurt_inten_ch_3":4.24451,"kurt_inten_ch_4":-0.49762,"length_ch_1":20.15152,"neighbor_avg_dist_ch_1":160.33309,"neighbor_min_dist_ch_1":19.55985,"neighbor_var_dist_ch_1":80.84121,"perim_ch_1":57.37596,"shape_bfr_ch_1":0.64693,"shape_lwr_ch_1":1.24693,"shape_p_2_a_ch_1":1.19296,"skew_inten_ch_1":0.1592,"skew_inten_ch_3":2.15829,"skew_inten_ch_4":0.72247,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":30414,"total_inten_ch_2":69243,"total_inten_ch_3":2221,"total_inten_ch_4":24426,"var_inten_ch_1":63.49957,"var_inten_ch_3":20.96141,"var_inten_ch_4":103.21075,"width_ch_1":16.16095}
{"case":"Train","class":"PS","angle_ch_1":141.13119,"area_ch_1":162,"avg_inten_ch_1":33.4129,"avg_inten_ch_2":1.16129,"avg_inten_ch_3":40.1871,"avg_inten_ch_4":9.98065,"convex_hull_area_ratio_ch_1":1.05505,"convex_hull_perim_ratio_ch_1":0.93986,"diff_inten_density_ch_1":45.70968,"diff_inten_density_ch_3":42.16129,"diff_inten_density_ch_4":13.09319,"entropy_inten_ch_1":5.85156,"entropy_inten_ch_3":5.86001,"entropy_inten_ch_4":2.88925,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.05529,"eq_ellipse_oblate_vol_ch_1":162.14562,"eq_ellipse_prolate_vol_ch_1":153.65014,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.34457,"fiber_align_2_ch_4":1.73569,"fiber_length_ch_1":12.95821,"fiber_width_ch_1":12.95821,"inten_cooc_asm_ch_3":0.01097,"inten_cooc_asm_ch_4":0.29868,"inten_cooc_contrast_ch_3":16.63259,"inten_cooc_contrast_ch_4":2.66667,"inten_cooc_entropy_ch_3":7.00185,"inten_cooc_entropy_ch_4":3.47953,"inten_cooc_max_ch_3":0.05674,"inten_cooc_max_ch_4":0.54348,"kurt_inten_ch_1":-0.00995,"kurt_inten_ch_3":1.36262,"kurt_inten_ch_4":2.0154,"length_ch_1":16.14492,"neighbor_avg_dist_ch_1":262.8479,"neighbor_min_dist_ch_1":44.10706,"neighbor_var_dist_ch_1":134.5425,"perim_ch_1":51.83283,"shape_bfr_ch_1":0.65567,"shape_lwr_ch_1":1.05194,"shape_p_2_a_ch_1":1.2475,"skew_inten_ch_1":0.79872,"skew_inten_ch_3":1.34218,"skew_inten_ch_4":1.75644,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5179,"total_inten_ch_2":26,"total_inten_ch_3":6229,"total_inten_ch_4":1547,"var_inten_ch_1":24.29066,"var_inten_ch_3":39.47098,"var_inten_ch_4":17.05115,"width_ch_1":15.3478}
{"case":"Test","class":"PS","angle_ch_1":86.94998,"area_ch_1":250,"avg_inten_ch_1":62.14226,"avg_inten_ch_2":98.79498,"avg_inten_ch_3":111.67782,"avg_inten_ch_4":165.06695,"convex_hull_area_ratio_ch_1":1.12893,"convex_hull_perim_ratio_ch_1":0.94582,"diff_inten_density_ch_1":64.82569,"diff_inten_density_ch_3":103.29358,"diff_inten_density_ch_4":95.66514,"entropy_inten_ch_1":6.63605,"entropy_inten_ch_3":6.3088,"entropy_inten_ch_4":5.33071,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":2.80679,"eq_ellipse_oblate_vol_ch_1":506.3182,"eq_ellipse_prolate_vol_ch_1":180.39034,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.77335,"fiber_align_2_ch_4":1.31822,"fiber_length_ch_1":29.55721,"fiber_width_ch_1":8.73275,"inten_cooc_asm_ch_3":0.02502,"inten_cooc_asm_ch_4":0.11,"inten_cooc_contrast_ch_3":9.87524,"inten_cooc_contrast_ch_4":3.32748,"inten_cooc_entropy_ch_3":6.65355,"inten_cooc_entropy_ch_4":5.21287,"inten_cooc_max_ch_3":0.13717,"inten_cooc_max_ch_4":0.32857,"kurt_inten_ch_1":0.33036,"kurt_inten_ch_3":1.6228,"kurt_inten_ch_4":-1.11248,"length_ch_1":28.73501,"neighbor_avg_dist_ch_1":200.57053,"neighbor_min_dist_ch_1":37.49156,"neighbor_var_dist_ch_1":83.43757,"perim_ch_1":76.57992,"shape_bfr_ch_1":0.74284,"shape_lwr_ch_1":2.4484,"shape_p_2_a_ch_1":1.80802,"skew_inten_ch_1":0.95868,"skew_inten_ch_3":1.49093,"skew_inten_ch_4":0.53626,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":14852,"total_inten_ch_2":23374,"total_inten_ch_3":26691,"total_inten_ch_4":39451,"var_inten_ch_1":51.96825,"var_inten_ch_3":129.82344,"var_inten_ch_4":172.8579,"width_ch_1":11.73622}
{"case":"Train","class":"PS","angle_ch_1":64.87909,"area_ch_1":470,"avg_inten_ch_1":54.40535,"avg_inten_ch_2":186.12918,"avg_inten_ch_3":95.89978,"avg_inten_ch_4":171.51448,"convex_hull_area_ratio_ch_1":1.17389,"convex_hull_perim_ratio_ch_1":0.85803,"diff_inten_density_ch_1":54.28279,"diff_inten_density_ch_3":72.6077,"diff_inten_density_ch_4":131.38026,"entropy_inten_ch_1":6.68887,"entropy_inten_ch_3":6.5962,"entropy_inten_ch_4":3.33005,"eq_circ_diam_ch_1":24.47921,"eq_ellipse_lwr_ch_1":1.83077,"eq_ellipse_oblate_vol_ch_1":1052.95135,"eq_ellipse_prolate_vol_ch_1":575.14033,"eq_sphere_area_ch_1":1882.54195,"eq_sphere_vol_ch_1":7680.52323,"fiber_align_2_ch_3":1.55798,"fiber_align_2_ch_4":1.53252,"fiber_length_ch_1":45.89208,"fiber_width_ch_1":10.6721,"inten_cooc_asm_ch_3":0.0285,"inten_cooc_asm_ch_4":0.39654,"inten_cooc_contrast_ch_3":8.4843,"inten_cooc_contrast_ch_4":0.72026,"inten_cooc_entropy_ch_3":6.67992,"inten_cooc_entropy_ch_4":2.84747,"inten_cooc_max_ch_3":0.15738,"inten_cooc_max_ch_4":0.62954,"kurt_inten_ch_1":0.27105,"kurt_inten_ch_3":1.38157,"kurt_inten_ch_4":4.70651,"length_ch_1":38.73278,"neighbor_avg_dist_ch_1":193.82701,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":93.43082,"perim_ch_1":113.12837,"shape_bfr_ch_1":0.5357,"shape_lwr_ch_1":1.70765,"shape_p_2_a_ch_1":2.07942,"skew_inten_ch_1":0.65562,"skew_inten_ch_3":1.1169,"skew_inten_ch_4":2.20053,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":24428,"total_inten_ch_2":83124,"total_inten_ch_3":43059,"total_inten_ch_4":77010,"var_inten_ch_1":37.38651,"var_inten_ch_3":90.10657,"var_inten_ch_4":333.47052,"width_ch_1":22.68195}
{"case":"Train","class":"WS","angle_ch_1":118.60982,"area_ch_1":286,"avg_inten_ch_1":111.9011,"avg_inten_ch_2":482.15018,"avg_inten_ch_3":64.56044,"avg_inten_ch_4":127.72161,"convex_hull_area_ratio_ch_1":1.1115,"convex_hull_perim_ratio_ch_1":0.91446,"diff_inten_density_ch_1":65.35743,"diff_inten_density_ch_3":57.20482,"diff_inten_density_ch_4":88.29719,"entropy_inten_ch_1":6.97941,"entropy_inten_ch_3":3.45573,"entropy_inten_ch_4":5.00748,"eq_circ_diam_ch_1":19.08779,"eq_ellipse_lwr_ch_1":2.32983,"eq_ellipse_oblate_vol_ch_1":563.15426,"eq_ellipse_prolate_vol_ch_1":241.71504,"eq_sphere_area_ch_1":1144.61905,"eq_sphere_vol_ch_1":3641.37383,"fiber_align_2_ch_3":1.75214,"fiber_align_2_ch_4":1.46891,"fiber_length_ch_1":29.99248,"fiber_width_ch_1":10.03016,"inten_cooc_asm_ch_3":0.3374,"inten_cooc_asm_ch_4":0.15274,"inten_cooc_contrast_ch_3":1.42325,"inten_cooc_contrast_ch_4":3.27904,"inten_cooc_entropy_ch_3":3.28461,"inten_cooc_entropy_ch_4":4.8523,"inten_cooc_max_ch_3":0.57724,"inten_cooc_max_ch_4":0.38618,"kurt_inten_ch_1":1.82279,"kurt_inten_ch_3":8.8034,"kurt_inten_ch_4":0.3579,"length_ch_1":30.64085,"neighbor_avg_dist_ch_1":197.46036,"neighbor_min_dist_ch_1":24.91036,"neighbor_var_dist_ch_1":109.79385,"perim_ch_1":80.04528,"shape_bfr_ch_1":0.64574,"shape_lwr_ch_1":2.11864,"shape_p_2_a_ch_1":1.69488,"skew_inten_ch_1":1.13331,"skew_inten_ch_3":2.65732,"skew_inten_ch_4":1.0154,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":30549,"total_inten_ch_2":131355,"total_inten_ch_3":17625,"total_inten_ch_4":34868,"var_inten_ch_1":64.30423,"var_inten_ch_3":121.13425,"var_inten_ch_4":151.25229,"width_ch_1":14.46254}
{"case":"Test","class":"WS","angle_ch_1":116.12647,"area_ch_1":194,"avg_inten_ch_1":572.84409,"avg_inten_ch_2":402.42473,"avg_inten_ch_3":241.09677,"avg_inten_ch_4":216.55914,"convex_hull_area_ratio_ch_1":1.12626,"convex_hull_perim_ratio_ch_1":0.94254,"diff_inten_density_ch_1":248.18563,"diff_inten_density_ch_3":211.22156,"diff_inten_density_ch_4":143.71856,"entropy_inten_ch_1":7.35636,"entropy_inten_ch_3":3.92461,"entropy_inten_ch_4":6.42234,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":1.62754,"eq_ellipse_oblate_vol_ch_1":264.7018,"eq_ellipse_prolate_vol_ch_1":162.63913,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.68898,"fiber_align_2_ch_4":1.58756,"fiber_length_ch_1":22.47273,"fiber_width_ch_1":9.23523,"inten_cooc_asm_ch_3":0.2714,"inten_cooc_asm_ch_4":0.02743,"inten_cooc_contrast_ch_3":1.71198,"inten_cooc_contrast_ch_4":8.26395,"inten_cooc_entropy_ch_3":3.69256,"inten_cooc_entropy_ch_4":6.50552,"inten_cooc_max_ch_3":0.52439,"inten_cooc_max_ch_4":0.15244,"kurt_inten_ch_1":-0.97502,"kurt_inten_ch_3":5.25107,"kurt_inten_ch_4":-0.84582,"length_ch_1":23.37829,"neighbor_avg_dist_ch_1":164.27216,"neighbor_min_dist_ch_1":11.02677,"neighbor_var_dist_ch_1":69.69109,"perim_ch_1":63.41591,"shape_bfr_ch_1":0.58496,"shape_lwr_ch_1":1.63985,"shape_p_2_a_ch_1":1.54199,"skew_inten_ch_1":-0.02398,"skew_inten_ch_3":2.28868,"skew_inten_ch_4":0.37006,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":106549,"total_inten_ch_2":74666,"total_inten_ch_3":44844,"total_inten_ch_4":40280,"var_inten_ch_1":282.71663,"var_inten_ch_3":415.61564,"var_inten_ch_4":175.8597,"width_ch_1":14.25638}
{"case":"Test","class":"WS","angle_ch_1":122.68939,"area_ch_1":185,"avg_inten_ch_1":121.81356,"avg_inten_ch_2":319.78531,"avg_inten_ch_3":64.92655,"avg_inten_ch_4":9.29944,"convex_hull_area_ratio_ch_1":1.064,"convex_hull_perim_ratio_ch_1":0.96498,"diff_inten_density_ch_1":72.47664,"diff_inten_density_ch_3":40.1838,"diff_inten_density_ch_4":13.15576,"entropy_inten_ch_1":6.70527,"entropy_inten_ch_3":3.09088,"entropy_inten_ch_4":3.49438,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.19908,"eq_ellipse_oblate_vol_ch_1":210.91392,"eq_ellipse_prolate_vol_ch_1":175.89669,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.16319,"fiber_align_2_ch_4":1.37912,"fiber_length_ch_1":13.74426,"fiber_width_ch_1":13.74426,"inten_cooc_asm_ch_3":0.36837,"inten_cooc_asm_ch_4":0.16308,"inten_cooc_contrast_ch_3":0.91497,"inten_cooc_contrast_ch_4":7.72902,"inten_cooc_entropy_ch_3":2.88702,"inten_cooc_entropy_ch_4":4.65225,"inten_cooc_max_ch_3":0.6125,"inten_cooc_max_ch_4":0.40373,"kurt_inten_ch_1":-0.50379,"kurt_inten_ch_3":2.45356,"kurt_inten_ch_4":2.13581,"length_ch_1":17.9657,"neighbor_avg_dist_ch_1":248.05665,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":117.05598,"perim_ch_1":54.97702,"shape_bfr_ch_1":0.66861,"shape_lwr_ch_1":1.16319,"shape_p_2_a_ch_1":1.2238,"skew_inten_ch_1":-0.29097,"skew_inten_ch_3":1.95603,"skew_inten_ch_4":1.57742,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":21561,"total_inten_ch_2":56426,"total_inten_ch_3":11492,"total_inten_ch_4":1646,"var_inten_ch_1":50.66411,"var_inten_ch_3":128.4861,"var_inten_ch_4":13.32495,"width_ch_1":15.44522}
{"case":"Train","class":"PS","angle_ch_1":80.21194,"area_ch_1":243,"avg_inten_ch_1":25.53448,"avg_inten_ch_2":181.94828,"avg_inten_ch_3":22.25431,"avg_inten_ch_4":51.74569,"convex_hull_area_ratio_ch_1":1.02804,"convex_hull_perim_ratio_ch_1":0.96288,"diff_inten_density_ch_1":40.16038,"diff_inten_density_ch_3":23.44811,"diff_inten_density_ch_4":43.53302,"entropy_inten_ch_1":5.53291,"entropy_inten_ch_3":4.46906,"entropy_inten_ch_4":4.97199,"eq_circ_diam_ch_1":17.59617,"eq_ellipse_lwr_ch_1":1.97426,"eq_ellipse_oblate_vol_ch_1":406.12174,"eq_ellipse_prolate_vol_ch_1":205.70783,"eq_sphere_area_ch_1":972.71655,"eq_sphere_vol_ch_1":2852.68142,"fiber_align_2_ch_3":1.74555,"fiber_align_2_ch_4":1.7286,"fiber_length_ch_1":24.18432,"fiber_width_ch_1":10.43448,"inten_cooc_asm_ch_3":0.1097,"inten_cooc_asm_ch_4":0.11919,"inten_cooc_contrast_ch_3":7.65543,"inten_cooc_contrast_ch_4":5.11584,"inten_cooc_entropy_ch_3":5.28743,"inten_cooc_entropy_ch_4":5.15937,"inten_cooc_max_ch_3":0.32524,"inten_cooc_max_ch_4":0.34951,"kurt_inten_ch_1":-0.38917,"kurt_inten_ch_3":2.69649,"kurt_inten_ch_4":-0.71833,"length_ch_1":26.44102,"neighbor_avg_dist_ch_1":185.71465,"neighbor_min_dist_ch_1":17.88006,"neighbor_var_dist_ch_1":83.22804,"perim_ch_1":69.23759,"shape_bfr_ch_1":0.64004,"shape_lwr_ch_1":1.84007,"shape_p_2_a_ch_1":1.5117,"skew_inten_ch_1":0.49343,"skew_inten_ch_3":1.72129,"skew_inten_ch_4":0.81924,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5924,"total_inten_ch_2":41981,"total_inten_ch_3":5163,"total_inten_ch_4":12005,"var_inten_ch_1":18.30415,"var_inten_ch_3":30.19634,"var_inten_ch_4":59.98182,"width_ch_1":14.36955}
{"case":"Train","class":"PS","angle_ch_1":133.58796,"area_ch_1":210,"avg_inten_ch_1":43.0597,"avg_inten_ch_2":221.24378,"avg_inten_ch_3":1.83582,"avg_inten_ch_4":30,"convex_hull_area_ratio_ch_1":1.08213,"convex_hull_perim_ratio_ch_1":0.94818,"diff_inten_density_ch_1":43.69377,"diff_inten_density_ch_3":4.5664,"diff_inten_density_ch_4":21.35772,"entropy_inten_ch_1":6.1531,"entropy_inten_ch_3":1.35433,"entropy_inten_ch_4":3.60655,"eq_circ_diam_ch_1":16.37843,"eq_ellipse_lwr_ch_1":1.17043,"eq_ellipse_oblate_vol_ch_1":252.16661,"eq_ellipse_prolate_vol_ch_1":215.44861,"eq_sphere_area_ch_1":842.7415,"eq_sphere_vol_ch_1":2300.46369,"fiber_align_2_ch_3":1.83937,"fiber_align_2_ch_4":1.29322,"fiber_length_ch_1":18.38667,"fiber_width_ch_1":11.80064,"inten_cooc_asm_ch_3":0.59327,"inten_cooc_asm_ch_4":0.29142,"inten_cooc_contrast_ch_3":0.65878,"inten_cooc_contrast_ch_4":1.16574,"inten_cooc_entropy_ch_3":1.66984,"inten_cooc_entropy_ch_4":3.484,"inten_cooc_max_ch_3":0.77049,"inten_cooc_max_ch_4":0.54098,"kurt_inten_ch_1":-0.61185,"kurt_inten_ch_3":32.97989,"kurt_inten_ch_4":0.35312,"length_ch_1":20.29992,"neighbor_avg_dist_ch_1":206.41528,"neighbor_min_dist_ch_1":18.79464,"neighbor_var_dist_ch_1":98.18968,"perim_ch_1":60.37462,"shape_bfr_ch_1":0.59876,"shape_lwr_ch_1":1.17113,"shape_p_2_a_ch_1":1.33687,"skew_inten_ch_1":0.1987,"skew_inten_ch_3":4.95083,"skew_inten_ch_4":1.32703,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8655,"total_inten_ch_2":44270,"total_inten_ch_3":369,"total_inten_ch_4":6030,"var_inten_ch_1":25.11935,"var_inten_ch_3":5.72573,"var_inten_ch_4":45.62643,"width_ch_1":17.33367}
{"case":"Test","class":"PS","angle_ch_1":88.80624,"area_ch_1":168,"avg_inten_ch_1":65.90062,"avg_inten_ch_2":1.04348,"avg_inten_ch_3":173.00621,"avg_inten_ch_4":39.31056,"convex_hull_area_ratio_ch_1":1.28799,"convex_hull_perim_ratio_ch_1":0.84715,"diff_inten_density_ch_1":55.06452,"diff_inten_density_ch_3":104.21864,"diff_inten_density_ch_4":39.55914,"entropy_inten_ch_1":6.33767,"entropy_inten_ch_3":6.8097,"entropy_inten_ch_4":4.53315,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.81706,"eq_ellipse_oblate_vol_ch_1":225.23957,"eq_ellipse_prolate_vol_ch_1":123.95842,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.15739,"fiber_align_2_ch_4":1.55293,"fiber_length_ch_1":28.90197,"fiber_width_ch_1":6.26511,"inten_cooc_asm_ch_3":0.01233,"inten_cooc_asm_ch_4":0.11186,"inten_cooc_contrast_ch_3":8.67996,"inten_cooc_contrast_ch_4":6.78687,"inten_cooc_entropy_ch_3":6.71923,"inten_cooc_entropy_ch_4":5.08594,"inten_cooc_max_ch_3":0.04317,"inten_cooc_max_ch_4":0.33813,"kurt_inten_ch_1":2.20921,"kurt_inten_ch_3":2.9304,"kurt_inten_ch_4":5.84557,"length_ch_1":21.43135,"neighbor_avg_dist_ch_1":253.73523,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":126.27886,"perim_ch_1":70.33416,"shape_bfr_ch_1":0.54543,"shape_lwr_ch_1":1.48449,"shape_p_2_a_ch_1":2.17402,"skew_inten_ch_1":1.70155,"skew_inten_ch_3":1.8478,"skew_inten_ch_4":2.32035,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10610,"total_inten_ch_2":8,"total_inten_ch_3":27854,"total_inten_ch_4":6329,"var_inten_ch_1":70.45198,"var_inten_ch_3":175.18099,"var_inten_ch_4":60.60044,"width_ch_1":14.43687}
{"case":"Train","class":"WS","angle_ch_1":52.84369,"area_ch_1":154,"avg_inten_ch_1":678.71429,"avg_inten_ch_2":630.80272,"avg_inten_ch_3":10.21769,"avg_inten_ch_4":72.85034,"convex_hull_area_ratio_ch_1":1.03226,"convex_hull_perim_ratio_ch_1":0.97857,"diff_inten_density_ch_1":220.96981,"diff_inten_density_ch_3":16.78113,"diff_inten_density_ch_4":64.53962,"entropy_inten_ch_1":7.10443,"entropy_inten_ch_3":4.0644,"entropy_inten_ch_4":4.84407,"eq_circ_diam_ch_1":14.00661,"eq_ellipse_lwr_ch_1":1.16573,"eq_ellipse_oblate_vol_ch_1":157.39715,"eq_ellipse_prolate_vol_ch_1":135.02004,"eq_sphere_area_ch_1":616.33333,"eq_sphere_vol_ch_1":1438.78963,"fiber_align_2_ch_3":1.13736,"fiber_align_2_ch_4":1.34254,"fiber_length_ch_1":12.4463,"fiber_width_ch_1":12.4463,"inten_cooc_asm_ch_3":0.06925,"inten_cooc_asm_ch_4":0.12167,"inten_cooc_contrast_ch_3":16.68424,"inten_cooc_contrast_ch_4":6.03321,"inten_cooc_entropy_ch_3":5.58937,"inten_cooc_entropy_ch_4":5.10631,"inten_cooc_max_ch_3":0.25,"inten_cooc_max_ch_4":0.34091,"kurt_inten_ch_1":-0.80071,"kurt_inten_ch_3":7.98533,"kurt_inten_ch_4":-0.54521,"length_ch_1":16.79129,"neighbor_avg_dist_ch_1":221.02711,"neighbor_min_dist_ch_1":19.42542,"neighbor_var_dist_ch_1":101.23972,"perim_ch_1":49.78521,"shape_bfr_ch_1":0.64988,"shape_lwr_ch_1":1.18917,"shape_p_2_a_ch_1":1.214,"skew_inten_ch_1":-0.37318,"skew_inten_ch_3":2.38047,"skew_inten_ch_4":0.80414,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":99771,"total_inten_ch_2":92582,"total_inten_ch_3":1502,"total_inten_ch_4":10709,"var_inten_ch_1":296.7469,"var_inten_ch_3":13.97837,"var_inten_ch_4":79.78537,"width_ch_1":14.12021}
{"case":"Train","class":"WS","angle_ch_1":176.43272,"area_ch_1":167,"avg_inten_ch_1":151.15625,"avg_inten_ch_2":342.5,"avg_inten_ch_3":124.85,"avg_inten_ch_4":603.89375,"convex_hull_area_ratio_ch_1":1.0509,"convex_hull_perim_ratio_ch_1":0.96664,"diff_inten_density_ch_1":72.88966,"diff_inten_density_ch_3":98.96552,"diff_inten_density_ch_4":404.17931,"entropy_inten_ch_1":6.77884,"entropy_inten_ch_3":4.63476,"entropy_inten_ch_4":6.44454,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":1.64872,"eq_ellipse_oblate_vol_ch_1":212.55673,"eq_ellipse_prolate_vol_ch_1":128.92234,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.70958,"fiber_align_2_ch_4":1.62611,"fiber_length_ch_1":14.11218,"fiber_width_ch_1":12.40397,"inten_cooc_asm_ch_3":0.16477,"inten_cooc_asm_ch_4":0.02467,"inten_cooc_contrast_ch_3":2.6201,"inten_cooc_contrast_ch_4":8.51137,"inten_cooc_entropy_ch_3":4.5102,"inten_cooc_entropy_ch_4":6.42348,"inten_cooc_max_ch_3":0.40845,"inten_cooc_max_ch_4":0.1338,"kurt_inten_ch_1":0.53884,"kurt_inten_ch_3":2.70474,"kurt_inten_ch_4":-0.70203,"length_ch_1":18.58397,"neighbor_avg_dist_ch_1":227.99935,"neighbor_min_dist_ch_1":18.45699,"neighbor_var_dist_ch_1":124.17564,"perim_ch_1":53.0323,"shape_bfr_ch_1":0.76391,"shape_lwr_ch_1":1.57313,"shape_p_2_a_ch_1":1.27854,"skew_inten_ch_1":0.65468,"skew_inten_ch_3":1.82545,"skew_inten_ch_4":0.33196,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":24185,"total_inten_ch_2":54641,"total_inten_ch_3":19976,"total_inten_ch_4":96623,"var_inten_ch_1":78.6034,"var_inten_ch_3":189.43172,"var_inten_ch_4":462.00461,"width_ch_1":11.8134}
{"case":"Train","class":"PS","angle_ch_1":84.61913,"area_ch_1":272,"avg_inten_ch_1":24.93077,"avg_inten_ch_2":2.18077,"avg_inten_ch_3":54.08462,"avg_inten_ch_4":22.35769,"convex_hull_area_ratio_ch_1":1.22049,"convex_hull_perim_ratio_ch_1":0.90091,"diff_inten_density_ch_1":40.02784,"diff_inten_density_ch_3":50.03212,"diff_inten_density_ch_4":26.14775,"entropy_inten_ch_1":5.71912,"entropy_inten_ch_3":6.38731,"entropy_inten_ch_4":4.18421,"eq_circ_diam_ch_1":18.62777,"eq_ellipse_lwr_ch_1":3.50107,"eq_ellipse_oblate_vol_ch_1":641.626,"eq_ellipse_prolate_vol_ch_1":183.2657,"eq_sphere_area_ch_1":1090.11338,"eq_sphere_vol_ch_1":3384.39713,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.77039,"fiber_length_ch_1":37.61511,"fiber_width_ch_1":7.61441,"inten_cooc_asm_ch_3":0.00694,"inten_cooc_asm_ch_4":0.10674,"inten_cooc_contrast_ch_3":21.80985,"inten_cooc_contrast_ch_4":6.18835,"inten_cooc_entropy_ch_3":7.44236,"inten_cooc_entropy_ch_4":5.09734,"inten_cooc_max_ch_3":0.02917,"inten_cooc_max_ch_4":0.3375,"kurt_inten_ch_1":0.32235,"kurt_inten_ch_3":0.86804,"kurt_inten_ch_4":6.76789,"length_ch_1":34.11688,"neighbor_avg_dist_ch_1":190.77737,"neighbor_min_dist_ch_1":29.81378,"neighbor_var_dist_ch_1":107.29551,"perim_ch_1":90.45904,"shape_bfr_ch_1":0.65504,"shape_lwr_ch_1":2.79766,"shape_p_2_a_ch_1":2.27349,"skew_inten_ch_1":0.96592,"skew_inten_ch_3":1.0417,"skew_inten_ch_4":2.55691,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6482,"total_inten_ch_2":308,"total_inten_ch_3":14062,"total_inten_ch_4":5813,"var_inten_ch_1":19.46484,"var_inten_ch_3":39.91337,"var_inten_ch_4":39.34384,"width_ch_1":12.19478}
{"case":"Test","class":"PS","angle_ch_1":135.47709,"area_ch_1":266,"avg_inten_ch_1":17.31102,"avg_inten_ch_2":19.15748,"avg_inten_ch_3":18.05906,"avg_inten_ch_4":11.34646,"convex_hull_area_ratio_ch_1":1.49131,"convex_hull_perim_ratio_ch_1":0.75096,"diff_inten_density_ch_1":34.91403,"diff_inten_density_ch_3":25.15837,"diff_inten_density_ch_4":19.64253,"entropy_inten_ch_1":5.21872,"entropy_inten_ch_3":5.05214,"entropy_inten_ch_4":4.47042,"eq_circ_diam_ch_1":18.41158,"eq_ellipse_lwr_ch_1":2.17354,"eq_ellipse_oblate_vol_ch_1":488.15251,"eq_ellipse_prolate_vol_ch_1":224.58913,"eq_sphere_area_ch_1":1064.95692,"eq_sphere_vol_ch_1":3267.92342,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":47.45753,"fiber_width_ch_1":6.03522,"inten_cooc_asm_ch_3":0.01001,"inten_cooc_asm_ch_4":0.01626,"inten_cooc_contrast_ch_3":42.40724,"inten_cooc_contrast_ch_4":29.61086,"inten_cooc_entropy_ch_3":7.4147,"inten_cooc_entropy_ch_4":6.86082,"inten_cooc_max_ch_3":0.07692,"inten_cooc_max_ch_4":0.09502,"kurt_inten_ch_1":0.00077,"kurt_inten_ch_3":-0.60406,"kurt_inten_ch_4":-0.63602,"length_ch_1":31.08626,"neighbor_avg_dist_ch_1":237.57156,"neighbor_min_dist_ch_1":42.08841,"neighbor_var_dist_ch_1":110.04108,"perim_ch_1":106.98551,"shape_bfr_ch_1":0.45474,"shape_lwr_ch_1":1.65055,"shape_p_2_a_ch_1":3.18009,"skew_inten_ch_1":0.80762,"skew_inten_ch_3":0.41152,"skew_inten_ch_4":0.58777,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":4397,"total_inten_ch_2":4613,"total_inten_ch_3":4587,"total_inten_ch_4":2882,"var_inten_ch_1":14.82077,"var_inten_ch_3":13.6774,"var_inten_ch_4":10.27793,"width_ch_1":18.83391}
{"case":"Train","class":"PS","angle_ch_1":38.13593,"area_ch_1":177,"avg_inten_ch_1":84.79882,"avg_inten_ch_2":173.56805,"avg_inten_ch_3":134.04142,"avg_inten_ch_4":73.13609,"convex_hull_area_ratio_ch_1":1.08169,"convex_hull_perim_ratio_ch_1":0.94589,"diff_inten_density_ch_1":86.42484,"diff_inten_density_ch_3":128.19608,"diff_inten_density_ch_4":43.49673,"entropy_inten_ch_1":6.61065,"entropy_inten_ch_3":3.70779,"entropy_inten_ch_4":5.21692,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":1.2117,"eq_ellipse_oblate_vol_ch_1":197.81033,"eq_ellipse_prolate_vol_ch_1":163.2504,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.5081,"fiber_align_2_ch_4":1.71469,"fiber_length_ch_1":16.1285,"fiber_width_ch_1":11.53566,"inten_cooc_asm_ch_3":0.25348,"inten_cooc_asm_ch_4":0.07278,"inten_cooc_contrast_ch_3":1.93791,"inten_cooc_contrast_ch_4":5.6634,"inten_cooc_entropy_ch_3":3.76166,"inten_cooc_entropy_ch_4":5.65218,"inten_cooc_max_ch_3":0.50327,"inten_cooc_max_ch_4":0.28105,"kurt_inten_ch_1":1.52565,"kurt_inten_ch_3":2.07245,"kurt_inten_ch_4":-1.32725,"length_ch_1":17.42313,"neighbor_avg_dist_ch_1":188.48161,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":88.17817,"perim_ch_1":55.32834,"shape_bfr_ch_1":0.68262,"shape_lwr_ch_1":1.16979,"shape_p_2_a_ch_1":1.30932,"skew_inten_ch_1":1.27841,"skew_inten_ch_3":1.64837,"skew_inten_ch_4":0.22292,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":14331,"total_inten_ch_2":29165,"total_inten_ch_3":22653,"total_inten_ch_4":12360,"var_inten_ch_1":65.63171,"var_inten_ch_3":211.07901,"var_inten_ch_4":64.76685,"width_ch_1":14.8942}
{"case":"Test","class":"PS","angle_ch_1":162.1003,"area_ch_1":289,"avg_inten_ch_1":60.31159,"avg_inten_ch_2":20.80435,"avg_inten_ch_3":150.09058,"avg_inten_ch_4":36.18116,"convex_hull_area_ratio_ch_1":1.14286,"convex_hull_perim_ratio_ch_1":0.88387,"diff_inten_density_ch_1":69.59036,"diff_inten_density_ch_3":161.74699,"diff_inten_density_ch_4":33.92771,"entropy_inten_ch_1":6.50855,"entropy_inten_ch_3":6.65393,"entropy_inten_ch_4":4.86645,"eq_circ_diam_ch_1":19.19238,"eq_ellipse_lwr_ch_1":2.60582,"eq_ellipse_oblate_vol_ch_1":605.42065,"eq_ellipse_prolate_vol_ch_1":232.33419,"eq_sphere_area_ch_1":1157.19728,"eq_sphere_vol_ch_1":3701.56107,"fiber_align_2_ch_3":1.79699,"fiber_align_2_ch_4":1.77873,"fiber_length_ch_1":34.97043,"fiber_width_ch_1":8.75975,"inten_cooc_asm_ch_3":0.01559,"inten_cooc_asm_ch_4":0.108,"inten_cooc_contrast_ch_3":12.84361,"inten_cooc_contrast_ch_4":6.7457,"inten_cooc_entropy_ch_3":6.95266,"inten_cooc_entropy_ch_4":5.38558,"inten_cooc_max_ch_3":0.09717,"inten_cooc_max_ch_4":0.33068,"kurt_inten_ch_1":4.13705,"kurt_inten_ch_3":4.58794,"kurt_inten_ch_4":-0.01014,"length_ch_1":31.02488,"neighbor_avg_dist_ch_1":209.55533,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":96.8175,"perim_ch_1":87.46037,"shape_bfr_ch_1":0.61173,"shape_lwr_ch_1":2.03533,"shape_p_2_a_ch_1":1.98709,"skew_inten_ch_1":2.039,"skew_inten_ch_3":2.09729,"skew_inten_ch_4":1.01252,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":16646,"total_inten_ch_2":5467,"total_inten_ch_3":41425,"total_inten_ch_4":9986,"var_inten_ch_1":70.46274,"var_inten_ch_3":193.41164,"var_inten_ch_4":42.18511,"width_ch_1":15.24313}
{"case":"Test","class":"WS","angle_ch_1":68.13469,"area_ch_1":189,"avg_inten_ch_1":1220.77348,"avg_inten_ch_2":349.35912,"avg_inten_ch_3":287.50276,"avg_inten_ch_4":243.8232,"convex_hull_area_ratio_ch_1":1.01061,"convex_hull_perim_ratio_ch_1":0.98609,"diff_inten_density_ch_1":276.88554,"diff_inten_density_ch_3":195.14458,"diff_inten_density_ch_4":159.22892,"entropy_inten_ch_1":7.23736,"entropy_inten_ch_3":5.9959,"entropy_inten_ch_4":6.03914,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":1.22734,"eq_ellipse_oblate_vol_ch_1":220.65895,"eq_ellipse_prolate_vol_ch_1":179.78658,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.69551,"fiber_align_2_ch_4":1.48459,"fiber_length_ch_1":13.10814,"fiber_width_ch_1":13.10814,"inten_cooc_asm_ch_3":0.0353,"inten_cooc_asm_ch_4":0.03461,"inten_cooc_contrast_ch_3":8.24589,"inten_cooc_contrast_ch_4":9.93197,"inten_cooc_entropy_ch_3":6.1442,"inten_cooc_entropy_ch_4":6.37554,"inten_cooc_max_ch_3":0.1697,"inten_cooc_max_ch_4":0.1697,"kurt_inten_ch_1":0.41989,"kurt_inten_ch_3":-0.93818,"kurt_inten_ch_4":-0.63063,"length_ch_1":18.25288,"neighbor_avg_dist_ch_1":161.82503,"neighbor_min_dist_ch_1":35.65739,"neighbor_var_dist_ch_1":65.44141,"perim_ch_1":52.43257,"shape_bfr_ch_1":0.701,"shape_lwr_ch_1":1.23102,"shape_p_2_a_ch_1":1.10724,"skew_inten_ch_1":-1.4176,"skew_inten_ch_3":0.33689,"skew_inten_ch_4":0.30599,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":220960,"total_inten_ch_2":63054,"total_inten_ch_3":52038,"total_inten_ch_4":44132,"var_inten_ch_1":480.9297,"var_inten_ch_3":241.61059,"var_inten_ch_4":186.67904,"width_ch_1":14.82739}
{"case":"Test","class":"WS","angle_ch_1":71.68879,"area_ch_1":292,"avg_inten_ch_1":87.65591,"avg_inten_ch_2":219.51254,"avg_inten_ch_3":38.48029,"avg_inten_ch_4":108.36201,"convex_hull_area_ratio_ch_1":1.05546,"convex_hull_perim_ratio_ch_1":0.94898,"diff_inten_density_ch_1":57.08108,"diff_inten_density_ch_3":39.46332,"diff_inten_density_ch_4":65.59846,"entropy_inten_ch_1":6.7957,"entropy_inten_ch_3":4.03261,"entropy_inten_ch_4":5.81974,"eq_circ_diam_ch_1":19.2964,"eq_ellipse_lwr_ch_1":1.06258,"eq_ellipse_oblate_vol_ch_1":392.92482,"eq_ellipse_prolate_vol_ch_1":369.78241,"eq_sphere_area_ch_1":1169.77551,"eq_sphere_vol_ch_1":3762.07631,"fiber_align_2_ch_3":1.36349,"fiber_align_2_ch_4":1.35248,"fiber_length_ch_1":17.26548,"fiber_width_ch_1":17.26548,"inten_cooc_asm_ch_3":0.231,"inten_cooc_asm_ch_4":0.08014,"inten_cooc_contrast_ch_3":3.38224,"inten_cooc_contrast_ch_4":4.31467,"inten_cooc_entropy_ch_3":4.14003,"inten_cooc_entropy_ch_4":5.6076,"inten_cooc_max_ch_3":0.49035,"inten_cooc_max_ch_4":0.27413,"kurt_inten_ch_1":-0.53113,"kurt_inten_ch_3":1.56821,"kurt_inten_ch_4":-0.36353,"length_ch_1":20.71201,"neighbor_avg_dist_ch_1":187.37849,"neighbor_min_dist_ch_1":26.22232,"neighbor_var_dist_ch_1":101.77819,"perim_ch_1":69.06194,"shape_bfr_ch_1":0.70332,"shape_lwr_ch_1":1.0317,"shape_p_2_a_ch_1":1.25511,"skew_inten_ch_1":0.20856,"skew_inten_ch_3":1.56192,"skew_inten_ch_4":0.97215,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":24456,"total_inten_ch_2":60966,"total_inten_ch_3":10736,"total_inten_ch_4":30233,"var_inten_ch_1":45.53021,"var_inten_ch_3":58.49025,"var_inten_ch_4":125.27318,"width_ch_1":20.07568}
{"case":"Test","class":"PS","angle_ch_1":49.026,"area_ch_1":180,"avg_inten_ch_1":37.69767,"avg_inten_ch_2":79.46512,"avg_inten_ch_3":86.06977,"avg_inten_ch_4":62.91279,"convex_hull_area_ratio_ch_1":1.27945,"convex_hull_perim_ratio_ch_1":0.86699,"diff_inten_density_ch_1":42.16,"diff_inten_density_ch_3":74.6,"diff_inten_density_ch_4":45.74,"entropy_inten_ch_1":5.98864,"entropy_inten_ch_3":6.30777,"entropy_inten_ch_4":5.77416,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":2.28446,"eq_ellipse_oblate_vol_ch_1":278.87288,"eq_ellipse_prolate_vol_ch_1":122.07371,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.0879,"fiber_align_2_ch_4":1.46821,"fiber_length_ch_1":32.05966,"fiber_width_ch_1":5.96681,"inten_cooc_asm_ch_3":0.00915,"inten_cooc_asm_ch_4":0.03739,"inten_cooc_contrast_ch_3":23.22093,"inten_cooc_contrast_ch_4":7.81703,"inten_cooc_entropy_ch_3":7.12931,"inten_cooc_entropy_ch_4":6.25398,"inten_cooc_max_ch_3":0.03378,"inten_cooc_max_ch_4":0.18243,"kurt_inten_ch_1":3.75606,"kurt_inten_ch_3":3.64872,"kurt_inten_ch_4":-1.11797,"length_ch_1":26.97392,"neighbor_avg_dist_ch_1":199.16549,"neighbor_min_dist_ch_1":21.88655,"neighbor_var_dist_ch_1":111.10732,"perim_ch_1":76.05294,"shape_bfr_ch_1":0.48037,"shape_lwr_ch_1":1.93866,"shape_p_2_a_ch_1":2.40613,"skew_inten_ch_1":1.57686,"skew_inten_ch_3":1.78293,"skew_inten_ch_4":0.36991,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":6484,"total_inten_ch_2":13497,"total_inten_ch_3":14804,"total_inten_ch_4":10821,"var_inten_ch_1":27.60438,"var_inten_ch_3":74.95111,"var_inten_ch_4":55.8457,"width_ch_1":13.9137}
{"case":"Test","class":"PS","angle_ch_1":122.07041,"area_ch_1":281,"avg_inten_ch_1":87.95911,"avg_inten_ch_2":77.8513,"avg_inten_ch_3":212.34201,"avg_inten_ch_4":112.65799,"convex_hull_area_ratio_ch_1":1.3081,"convex_hull_perim_ratio_ch_1":0.83888,"diff_inten_density_ch_1":90.62062,"diff_inten_density_ch_3":209.33402,"diff_inten_density_ch_4":68.47629,"entropy_inten_ch_1":6.90149,"entropy_inten_ch_3":7.44734,"entropy_inten_ch_4":4.89337,"eq_circ_diam_ch_1":18.94743,"eq_ellipse_lwr_ch_1":1.81123,"eq_ellipse_oblate_vol_ch_1":485.66507,"eq_ellipse_prolate_vol_ch_1":268.1409,"eq_sphere_area_ch_1":1127.84807,"eq_sphere_vol_ch_1":3561.6375,"fiber_align_2_ch_3":1.71796,"fiber_align_2_ch_4":1.38834,"fiber_length_ch_1":36.3533,"fiber_width_ch_1":8.18866,"inten_cooc_asm_ch_3":0.00658,"inten_cooc_asm_ch_4":0.15418,"inten_cooc_contrast_ch_3":16.15489,"inten_cooc_contrast_ch_4":2.17063,"inten_cooc_entropy_ch_3":7.48448,"inten_cooc_entropy_ch_4":4.65929,"inten_cooc_max_ch_3":0.0166,"inten_cooc_max_ch_4":0.38934,"kurt_inten_ch_1":2.59597,"kurt_inten_ch_3":2.5877,"kurt_inten_ch_4":-0.82948,"length_ch_1":26.81233,"neighbor_avg_dist_ch_1":222.79813,"neighbor_min_dist_ch_1":28.55676,"neighbor_var_dist_ch_1":117.17692,"perim_ch_1":89.08391,"shape_bfr_ch_1":0.53857,"shape_lwr_ch_1":1.37317,"shape_p_2_a_ch_1":2.12143,"skew_inten_ch_1":1.6756,"skew_inten_ch_3":1.55313,"skew_inten_ch_4":0.76215,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":23661,"total_inten_ch_2":20674,"total_inten_ch_3":57120,"total_inten_ch_4":30305,"var_inten_ch_1":81.50309,"var_inten_ch_3":195.53329,"var_inten_ch_4":131.58932,"width_ch_1":19.52586}
{"case":"Train","class":"PS","angle_ch_1":144.88419,"area_ch_1":441,"avg_inten_ch_1":33.42043,"avg_inten_ch_2":24.53682,"avg_inten_ch_3":72.04751,"avg_inten_ch_4":15.87411,"convex_hull_area_ratio_ch_1":1.75778,"convex_hull_perim_ratio_ch_1":0.74763,"diff_inten_density_ch_1":42.63855,"diff_inten_density_ch_3":57.88889,"diff_inten_density_ch_4":24.62517,"entropy_inten_ch_1":6.1355,"entropy_inten_ch_3":6.98647,"entropy_inten_ch_4":4.45117,"eq_circ_diam_ch_1":23.70365,"eq_ellipse_lwr_ch_1":2.27447,"eq_ellipse_oblate_vol_ch_1":1065.57684,"eq_ellipse_prolate_vol_ch_1":468.49463,"eq_sphere_area_ch_1":1765.14512,"eq_sphere_vol_ch_1":6973.39779,"fiber_align_2_ch_3":1.82381,"fiber_align_2_ch_4":1.10454,"fiber_length_ch_1":71.8576,"fiber_width_ch_1":6.56414,"inten_cooc_asm_ch_3":0.00704,"inten_cooc_asm_ch_4":0.0884,"inten_cooc_contrast_ch_3":17.45748,"inten_cooc_contrast_ch_4":11.57908,"inten_cooc_entropy_ch_3":7.5789,"inten_cooc_entropy_ch_4":5.67085,"inten_cooc_max_ch_3":0.03504,"inten_cooc_max_ch_4":0.30319,"kurt_inten_ch_1":0.11682,"kurt_inten_ch_3":0.17715,"kurt_inten_ch_4":1.59292,"length_ch_1":47.63293,"neighbor_avg_dist_ch_1":225.22326,"neighbor_min_dist_ch_1":39.82343,"neighbor_var_dist_ch_1":116.42812,"perim_ch_1":156.84348,"shape_bfr_ch_1":0.32835,"shape_lwr_ch_1":1.68824,"shape_p_2_a_ch_1":4.15021,"skew_inten_ch_1":0.68019,"skew_inten_ch_3":0.76935,"skew_inten_ch_4":1.42704,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":12,"total_inten_ch_1":14070,"total_inten_ch_2":9910,"total_inten_ch_3":30332,"total_inten_ch_4":6683,"var_inten_ch_1":24.14281,"var_inten_ch_3":52.65491,"var_inten_ch_4":20.39878,"width_ch_1":28.21449}
{"case":"Train","class":"PS","angle_ch_1":163.57103,"area_ch_1":242,"avg_inten_ch_1":102.93074,"avg_inten_ch_2":466.35498,"avg_inten_ch_3":153.19048,"avg_inten_ch_4":484.19048,"convex_hull_area_ratio_ch_1":1.15345,"convex_hull_perim_ratio_ch_1":0.92854,"diff_inten_density_ch_1":67.57416,"diff_inten_density_ch_3":92.79904,"diff_inten_density_ch_4":217.95694,"entropy_inten_ch_1":6.94527,"entropy_inten_ch_3":6.55877,"entropy_inten_ch_4":7.47655,"eq_circ_diam_ch_1":17.55821,"eq_ellipse_lwr_ch_1":2.0621,"eq_ellipse_oblate_vol_ch_1":412.37723,"eq_ellipse_prolate_vol_ch_1":199.97899,"eq_sphere_area_ch_1":968.52381,"eq_sphere_vol_ch_1":2834.25725,"fiber_align_2_ch_3":1.47276,"fiber_align_2_ch_4":1.25097,"fiber_length_ch_1":28.80549,"fiber_width_ch_1":8.83329,"inten_cooc_asm_ch_3":0.02062,"inten_cooc_asm_ch_4":0.00815,"inten_cooc_contrast_ch_3":5.69164,"inten_cooc_contrast_ch_4":11.58038,"inten_cooc_entropy_ch_3":6.50572,"inten_cooc_entropy_ch_4":7.21381,"inten_cooc_max_ch_3":0.1122,"inten_cooc_max_ch_4":0.02439,"kurt_inten_ch_1":-0.10556,"kurt_inten_ch_3":0.01733,"kurt_inten_ch_4":-0.76545,"length_ch_1":28.13826,"neighbor_avg_dist_ch_1":251.96524,"neighbor_min_dist_ch_1":34.76433,"neighbor_var_dist_ch_1":136.21387,"perim_ch_1":75.27755,"shape_bfr_ch_1":0.51701,"shape_lwr_ch_1":1.69062,"shape_p_2_a_ch_1":1.77223,"skew_inten_ch_1":0.57514,"skew_inten_ch_3":0.84863,"skew_inten_ch_4":0.2659,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":23777,"total_inten_ch_2":107498,"total_inten_ch_3":35387,"total_inten_ch_4":111848,"var_inten_ch_1":55.81567,"var_inten_ch_3":143.86278,"var_inten_ch_4":249.74907,"width_ch_1":16.64372}
{"case":"Train","class":"PS","angle_ch_1":114.94184,"area_ch_1":176,"avg_inten_ch_1":43.30357,"avg_inten_ch_2":182.90476,"avg_inten_ch_3":7.48214,"avg_inten_ch_4":102.06548,"convex_hull_area_ratio_ch_1":1.07692,"convex_hull_perim_ratio_ch_1":0.96348,"diff_inten_density_ch_1":41.92105,"diff_inten_density_ch_3":14.27632,"diff_inten_density_ch_4":61.88816,"entropy_inten_ch_1":6.04691,"entropy_inten_ch_3":3.64674,"entropy_inten_ch_4":6.47384,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":1.06038,"eq_ellipse_oblate_vol_ch_1":183.40705,"eq_ellipse_prolate_vol_ch_1":172.96368,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.49161,"fiber_align_2_ch_4":1.45104,"fiber_length_ch_1":18.10126,"fiber_width_ch_1":10.16264,"inten_cooc_asm_ch_3":0.08687,"inten_cooc_asm_ch_4":0.00913,"inten_cooc_contrast_ch_3":16.24257,"inten_cooc_contrast_ch_4":13.5667,"inten_cooc_entropy_ch_3":5.32571,"inten_cooc_entropy_ch_4":7.10612,"inten_cooc_max_ch_3":0.31373,"inten_cooc_max_ch_4":0.03974,"kurt_inten_ch_1":-0.64697,"kurt_inten_ch_3":5.78355,"kurt_inten_ch_4":-0.61873,"length_ch_1":17.44364,"neighbor_avg_dist_ch_1":182.06185,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":74.6377,"perim_ch_1":56.5278,"shape_bfr_ch_1":0.58089,"shape_lwr_ch_1":1.00373,"shape_p_2_a_ch_1":1.38228,"skew_inten_ch_1":0.36626,"skew_inten_ch_3":2.13747,"skew_inten_ch_4":0.04668,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7275,"total_inten_ch_2":30561,"total_inten_ch_3":1257,"total_inten_ch_4":17147,"var_inten_ch_1":27.75804,"var_inten_ch_3":10.99078,"var_inten_ch_4":58.31709,"width_ch_1":17.37879}
{"case":"Train","class":"PS","angle_ch_1":71.38651,"area_ch_1":373,"avg_inten_ch_1":435.51124,"avg_inten_ch_2":414.50281,"avg_inten_ch_3":131.73596,"avg_inten_ch_4":379.78371,"convex_hull_area_ratio_ch_1":1.09508,"convex_hull_perim_ratio_ch_1":0.92405,"diff_inten_density_ch_1":153.84418,"diff_inten_density_ch_3":98.67322,"diff_inten_density_ch_4":209.07564,"entropy_inten_ch_1":8.09922,"entropy_inten_ch_3":6.34185,"entropy_inten_ch_4":7.87032,"eq_circ_diam_ch_1":21.79713,"eq_ellipse_lwr_ch_1":2.09422,"eq_ellipse_oblate_vol_ch_1":795.07474,"eq_ellipse_prolate_vol_ch_1":379.65152,"eq_sphere_area_ch_1":1492.61678,"eq_sphere_vol_ch_1":5422.4592,"fiber_align_2_ch_3":1.4392,"fiber_align_2_ch_4":1.02208,"fiber_length_ch_1":30.09202,"fiber_width_ch_1":12.91422,"inten_cooc_asm_ch_3":0.04946,"inten_cooc_asm_ch_4":0.00754,"inten_cooc_contrast_ch_3":4.92221,"inten_cooc_contrast_ch_4":9.34288,"inten_cooc_entropy_ch_3":6.11927,"inten_cooc_entropy_ch_4":7.373,"inten_cooc_max_ch_3":0.20795,"inten_cooc_max_ch_4":0.02752,"kurt_inten_ch_1":-0.26089,"kurt_inten_ch_3":4.70759,"kurt_inten_ch_4":0.55707,"length_ch_1":32.05885,"neighbor_avg_dist_ch_1":205.95392,"neighbor_min_dist_ch_1":66.16852,"neighbor_var_dist_ch_1":82.30726,"perim_ch_1":86.01248,"shape_bfr_ch_1":0.67798,"shape_lwr_ch_1":1.86735,"shape_p_2_a_ch_1":1.51492,"skew_inten_ch_1":0.50797,"skew_inten_ch_3":2.08997,"skew_inten_ch_4":0.852,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":155042,"total_inten_ch_2":147208,"total_inten_ch_3":46898,"total_inten_ch_4":135203,"var_inten_ch_1":236.22134,"var_inten_ch_3":178.16941,"var_inten_ch_4":273.47792,"width_ch_1":17.16812}
{"case":"Train","class":"PS","angle_ch_1":92.92546,"area_ch_1":329,"avg_inten_ch_1":50.44904,"avg_inten_ch_2":252.59873,"avg_inten_ch_3":81.08599,"avg_inten_ch_4":231.76752,"convex_hull_area_ratio_ch_1":1.01398,"convex_hull_perim_ratio_ch_1":0.97231,"diff_inten_density_ch_1":53.19761,"diff_inten_density_ch_3":69.08177,"diff_inten_density_ch_4":140.44804,"entropy_inten_ch_1":6.52354,"entropy_inten_ch_3":5.94035,"entropy_inten_ch_4":7.18553,"eq_circ_diam_ch_1":20.471,"eq_ellipse_lwr_ch_1":1.53661,"eq_ellipse_oblate_vol_ch_1":564.15428,"eq_ellipse_prolate_vol_ch_1":367.14207,"eq_sphere_area_ch_1":1316.52154,"eq_sphere_vol_ch_1":4491.75198,"fiber_align_2_ch_3":1.24886,"fiber_align_2_ch_4":1.72096,"fiber_length_ch_1":18.22719,"fiber_width_ch_1":18.22719,"inten_cooc_asm_ch_3":0.05325,"inten_cooc_asm_ch_4":0.01493,"inten_cooc_contrast_ch_3":5.69636,"inten_cooc_contrast_ch_4":8.49016,"inten_cooc_entropy_ch_3":6.06325,"inten_cooc_entropy_ch_4":6.99337,"inten_cooc_max_ch_3":0.22337,"inten_cooc_max_ch_4":0.09278,"kurt_inten_ch_1":2.81361,"kurt_inten_ch_3":3.01343,"kurt_inten_ch_4":-0.57699,"length_ch_1":24.03945,"neighbor_avg_dist_ch_1":199.15714,"neighbor_min_dist_ch_1":35.65739,"neighbor_var_dist_ch_1":80.14397,"perim_ch_1":72.90876,"shape_bfr_ch_1":0.84382,"shape_lwr_ch_1":1.48159,"shape_p_2_a_ch_1":1.25329,"skew_inten_ch_1":1.52193,"skew_inten_ch_3":1.85159,"skew_inten_ch_4":0.49939,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":15841,"total_inten_ch_2":79003,"total_inten_ch_3":25461,"total_inten_ch_4":72775,"var_inten_ch_1":44.54575,"var_inten_ch_3":114.30943,"var_inten_ch_4":180.85137,"width_ch_1":16.22541}
{"case":"Test","class":"WS","angle_ch_1":7.55367,"area_ch_1":279,"avg_inten_ch_1":144.82022,"avg_inten_ch_2":195.9176,"avg_inten_ch_3":133.08989,"avg_inten_ch_4":251.6367,"convex_hull_area_ratio_ch_1":1.03342,"convex_hull_perim_ratio_ch_1":0.96273,"diff_inten_density_ch_1":71.33065,"diff_inten_density_ch_3":109.49194,"diff_inten_density_ch_4":164.86694,"entropy_inten_ch_1":6.96795,"entropy_inten_ch_3":5.50185,"entropy_inten_ch_4":6.63474,"eq_circ_diam_ch_1":18.87686,"eq_ellipse_lwr_ch_1":1.14892,"eq_ellipse_oblate_vol_ch_1":382.50176,"eq_ellipse_prolate_vol_ch_1":332.92273,"eq_sphere_area_ch_1":1119.46259,"eq_sphere_vol_ch_1":3521.99056,"fiber_align_2_ch_3":1.55097,"fiber_align_2_ch_4":1.32665,"fiber_length_ch_1":16.34769,"fiber_width_ch_1":16.34769,"inten_cooc_asm_ch_3":0.11855,"inten_cooc_asm_ch_4":0.03034,"inten_cooc_contrast_ch_3":3.8484,"inten_cooc_contrast_ch_4":8.82431,"inten_cooc_entropy_ch_3":5.19748,"inten_cooc_entropy_ch_4":6.56231,"inten_cooc_max_ch_3":0.34413,"inten_cooc_max_ch_4":0.16194,"kurt_inten_ch_1":1.62832,"kurt_inten_ch_3":2.36375,"kurt_inten_ch_4":-1.13075,"length_ch_1":21.10601,"neighbor_avg_dist_ch_1":288.63112,"neighbor_min_dist_ch_1":43.2067,"neighbor_var_dist_ch_1":132.49545,"perim_ch_1":65.39077,"shape_bfr_ch_1":0.72874,"shape_lwr_ch_1":1.15994,"shape_p_2_a_ch_1":1.17299,"skew_inten_ch_1":0.31781,"skew_inten_ch_3":1.60096,"skew_inten_ch_4":0.22947,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":38667,"total_inten_ch_2":52044,"total_inten_ch_3":35535,"total_inten_ch_4":67187,"var_inten_ch_1":53.624,"var_inten_ch_3":170.74604,"var_inten_ch_4":203.74975,"width_ch_1":18.19582}
{"case":"Test","class":"PS","angle_ch_1":2.77437,"area_ch_1":637,"avg_inten_ch_1":762.01809,"avg_inten_ch_2":379.53618,"avg_inten_ch_3":50.33717,"avg_inten_ch_4":311.29605,"convex_hull_area_ratio_ch_1":1.29576,"convex_hull_perim_ratio_ch_1":0.88021,"diff_inten_density_ch_1":246.15863,"diff_inten_density_ch_3":37.97458,"diff_inten_density_ch_4":197.44698,"entropy_inten_ch_1":8.86854,"entropy_inten_ch_3":6.4548,"entropy_inten_ch_4":7.87734,"eq_circ_diam_ch_1":28.48564,"eq_ellipse_lwr_ch_1":2.39951,"eq_ellipse_oblate_vol_ch_1":1899.49507,"eq_ellipse_prolate_vol_ch_1":791.61801,"eq_sphere_area_ch_1":2549.18821,"eq_sphere_vol_ch_1":12102.54385,"fiber_align_2_ch_3":1.27237,"fiber_align_2_ch_4":1.46829,"fiber_length_ch_1":54.19188,"fiber_width_ch_1":12.0985,"inten_cooc_asm_ch_3":0.01361,"inten_cooc_asm_ch_4":0.01342,"inten_cooc_contrast_ch_3":13.64822,"inten_cooc_contrast_ch_4":9.86131,"inten_cooc_entropy_ch_3":7.2722,"inten_cooc_entropy_ch_4":7.17198,"inten_cooc_max_ch_3":0.08808,"inten_cooc_max_ch_4":0.08981,"kurt_inten_ch_1":0.02808,"kurt_inten_ch_3":1.36109,"kurt_inten_ch_4":-0.22291,"length_ch_1":46.16609,"neighbor_avg_dist_ch_1":215.34166,"neighbor_min_dist_ch_1":43.6532,"neighbor_var_dist_ch_1":101.27807,"perim_ch_1":132.58075,"shape_bfr_ch_1":0.53479,"shape_lwr_ch_1":1.78848,"shape_p_2_a_ch_1":2.13345,"skew_inten_ch_1":0.18887,"skew_inten_ch_3":1.15816,"skew_inten_ch_4":0.69092,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":12,"total_inten_ch_1":463307,"total_inten_ch_2":230151,"total_inten_ch_3":30605,"total_inten_ch_4":189268,"var_inten_ch_1":346.50832,"var_inten_ch_3":43.54221,"var_inten_ch_4":251.53782,"width_ch_1":25.81302}
{"case":"Test","class":"PS","angle_ch_1":162.23621,"area_ch_1":308,"avg_inten_ch_1":106.91837,"avg_inten_ch_2":337.13946,"avg_inten_ch_3":171.30952,"avg_inten_ch_4":146.18027,"convex_hull_area_ratio_ch_1":1.35766,"convex_hull_perim_ratio_ch_1":0.86939,"diff_inten_density_ch_1":98.01873,"diff_inten_density_ch_3":166.06742,"diff_inten_density_ch_4":132.96255,"entropy_inten_ch_1":6.96928,"entropy_inten_ch_3":4.96429,"entropy_inten_ch_4":5.00149,"eq_circ_diam_ch_1":19.80833,"eq_ellipse_lwr_ch_1":2.08795,"eq_ellipse_oblate_vol_ch_1":595.80284,"eq_ellipse_prolate_vol_ch_1":285.35305,"eq_sphere_area_ch_1":1232.66667,"eq_sphere_vol_ch_1":4069.51161,"fiber_align_2_ch_3":1.36074,"fiber_align_2_ch_4":1.48586,"fiber_length_ch_1":37.83854,"fiber_width_ch_1":8.539,"inten_cooc_asm_ch_3":0.15076,"inten_cooc_asm_ch_4":0.14339,"inten_cooc_contrast_ch_3":4.03525,"inten_cooc_contrast_ch_4":5.3474,"inten_cooc_entropy_ch_3":4.83463,"inten_cooc_entropy_ch_4":4.97584,"inten_cooc_max_ch_3":0.39033,"inten_cooc_max_ch_4":0.37918,"kurt_inten_ch_1":5.89631,"kurt_inten_ch_3":6.51058,"kurt_inten_ch_4":0.38971,"length_ch_1":31.36056,"neighbor_avg_dist_ch_1":208.14547,"neighbor_min_dist_ch_1":24.91036,"neighbor_var_dist_ch_1":119.81992,"perim_ch_1":92.75507,"shape_bfr_ch_1":0.50491,"shape_lwr_ch_1":1.61137,"shape_p_2_a_ch_1":2.11895,"skew_inten_ch_1":2.13472,"skew_inten_ch_3":2.447,"skew_inten_ch_4":1.05633,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":31434,"total_inten_ch_2":98826,"total_inten_ch_3":50365,"total_inten_ch_4":42977,"var_inten_ch_1":108.24176,"var_inten_ch_3":298.39822,"var_inten_ch_4":177.77929,"width_ch_1":19.46201}
{"case":"Test","class":"PS","angle_ch_1":106.29602,"area_ch_1":232,"avg_inten_ch_1":111.78378,"avg_inten_ch_2":5.65766,"avg_inten_ch_3":220.01351,"avg_inten_ch_4":64.15766,"convex_hull_area_ratio_ch_1":1.37057,"convex_hull_perim_ratio_ch_1":0.93369,"diff_inten_density_ch_1":64.49618,"diff_inten_density_ch_3":113.44784,"diff_inten_density_ch_4":37.25445,"entropy_inten_ch_1":7.03465,"entropy_inten_ch_3":7.34039,"entropy_inten_ch_4":5.94316,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":3.66466,"eq_ellipse_oblate_vol_ch_1":517.92616,"eq_ellipse_prolate_vol_ch_1":141.32994,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.73417,"fiber_align_2_ch_4":1.31669,"fiber_length_ch_1":39.17809,"fiber_width_ch_1":6.22708,"inten_cooc_asm_ch_3":0.01059,"inten_cooc_asm_ch_4":0.02968,"inten_cooc_contrast_ch_3":10.20579,"inten_cooc_contrast_ch_4":4.9116,"inten_cooc_entropy_ch_3":6.8535,"inten_cooc_entropy_ch_4":6.21063,"inten_cooc_max_ch_3":0.02927,"inten_cooc_max_ch_4":0.17561,"kurt_inten_ch_1":-0.82684,"kurt_inten_ch_3":-0.60443,"kurt_inten_ch_4":-0.75988,"length_ch_1":37.1457,"neighbor_avg_dist_ch_1":188.08795,"neighbor_min_dist_ch_1":28.68494,"neighbor_var_dist_ch_1":83.64611,"perim_ch_1":90.81035,"shape_bfr_ch_1":0.44749,"shape_lwr_ch_1":2.65342,"shape_p_2_a_ch_1":2.68986,"skew_inten_ch_1":0.45324,"skew_inten_ch_3":0.63026,"skew_inten_ch_4":0.51177,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":24816,"total_inten_ch_2":1035,"total_inten_ch_3":48843,"total_inten_ch_4":14243,"var_inten_ch_1":67.90221,"var_inten_ch_3":141.60437,"var_inten_ch_4":56.542,"width_ch_1":13.99916}
{"case":"Test","class":"WS","angle_ch_1":106.78328,"area_ch_1":186,"avg_inten_ch_1":380.11798,"avg_inten_ch_2":236.12921,"avg_inten_ch_3":627.26966,"avg_inten_ch_4":31.41573,"convex_hull_area_ratio_ch_1":1.36815,"convex_hull_perim_ratio_ch_1":0.87856,"diff_inten_density_ch_1":230.62821,"diff_inten_density_ch_3":411.24359,"diff_inten_density_ch_4":32.44872,"entropy_inten_ch_1":7.29596,"entropy_inten_ch_3":6.53213,"entropy_inten_ch_4":3.48222,"eq_circ_diam_ch_1":15.4129,"eq_ellipse_lwr_ch_1":1.30179,"eq_ellipse_oblate_vol_ch_1":221.62665,"eq_ellipse_prolate_vol_ch_1":170.24765,"eq_sphere_area_ch_1":746.30839,"eq_sphere_vol_ch_1":1917.12883,"fiber_align_2_ch_3":1.81028,"fiber_align_2_ch_4":1.7004,"fiber_length_ch_1":30.33396,"fiber_width_ch_1":6.61726,"inten_cooc_asm_ch_3":0.0227,"inten_cooc_asm_ch_4":0.28617,"inten_cooc_contrast_ch_3":11.69947,"inten_cooc_contrast_ch_4":2.15798,"inten_cooc_entropy_ch_3":6.64541,"inten_cooc_entropy_ch_4":3.54421,"inten_cooc_max_ch_3":0.12903,"inten_cooc_max_ch_4":0.54777,"kurt_inten_ch_1":-0.84496,"kurt_inten_ch_3":-0.96894,"kurt_inten_ch_4":2.60604,"length_ch_1":22.46694,"neighbor_avg_dist_ch_1":232.1132,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":121.49866,"perim_ch_1":73.90243,"shape_bfr_ch_1":0.4343,"shape_lwr_ch_1":1.17494,"shape_p_2_a_ch_1":2.1652,"skew_inten_ch_1":0.58293,"skew_inten_ch_3":0.33605,"skew_inten_ch_4":1.83182,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":67661,"total_inten_ch_2":41854,"total_inten_ch_3":111654,"total_inten_ch_4":5592,"var_inten_ch_1":282.51235,"var_inten_ch_3":489.74166,"var_inten_ch_4":52.69977,"width_ch_1":19.12172}
{"case":"Test","class":"PS","angle_ch_1":25.4775,"area_ch_1":203,"avg_inten_ch_1":16.5,"avg_inten_ch_2":24.11856,"avg_inten_ch_3":9.93299,"avg_inten_ch_4":55.24742,"convex_hull_area_ratio_ch_1":1.24396,"convex_hull_perim_ratio_ch_1":0.8876,"diff_inten_density_ch_1":34.23392,"diff_inten_density_ch_3":15.85965,"diff_inten_density_ch_4":42.4152,"entropy_inten_ch_1":5.08225,"entropy_inten_ch_3":4.09609,"entropy_inten_ch_4":6.38483,"eq_circ_diam_ch_1":16.09071,"eq_ellipse_lwr_ch_1":2.84317,"eq_ellipse_oblate_vol_ch_1":372.67125,"eq_ellipse_prolate_vol_ch_1":131.07576,"eq_sphere_area_ch_1":813.39229,"eq_sphere_vol_ch_1":2181.34265,"fiber_align_2_ch_3":1.82173,"fiber_align_2_ch_4":1.69739,"fiber_length_ch_1":31.73842,"fiber_width_ch_1":6.83634,"inten_cooc_asm_ch_3":0.0652,"inten_cooc_asm_ch_4":0.00849,"inten_cooc_contrast_ch_3":19.52305,"inten_cooc_contrast_ch_4":19.21875,"inten_cooc_entropy_ch_3":5.85418,"inten_cooc_entropy_ch_4":7.23787,"inten_cooc_max_ch_3":0.25749,"inten_cooc_max_ch_4":0.04571,"kurt_inten_ch_1":0.59866,"kurt_inten_ch_3":2.72191,"kurt_inten_ch_4":0.59229,"length_ch_1":29.27179,"neighbor_avg_dist_ch_1":173.58272,"neighbor_min_dist_ch_1":36.54297,"neighbor_var_dist_ch_1":86.00389,"perim_ch_1":77.14951,"shape_bfr_ch_1":0.50584,"shape_lwr_ch_1":2.13143,"shape_p_2_a_ch_1":2.18296,"skew_inten_ch_1":0.93074,"skew_inten_ch_3":1.58433,"skew_inten_ch_4":0.81393,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3201,"total_inten_ch_2":4486,"total_inten_ch_3":1927,"total_inten_ch_4":10718,"var_inten_ch_1":14.43908,"var_inten_ch_3":12.31756,"var_inten_ch_4":37.53858,"width_ch_1":13.73337}
{"case":"Test","class":"PS","angle_ch_1":33.60386,"area_ch_1":189,"avg_inten_ch_1":70.1326,"avg_inten_ch_2":269.10497,"avg_inten_ch_3":49.0442,"avg_inten_ch_4":95.8232,"convex_hull_area_ratio_ch_1":1.07692,"convex_hull_perim_ratio_ch_1":0.95644,"diff_inten_density_ch_1":60.87195,"diff_inten_density_ch_3":57.39024,"diff_inten_density_ch_4":47.11585,"entropy_inten_ch_1":6.62941,"entropy_inten_ch_3":4.04669,"entropy_inten_ch_4":5.99048,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":1.36275,"eq_ellipse_oblate_vol_ch_1":232.51319,"eq_ellipse_prolate_vol_ch_1":170.6205,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.32866,"fiber_align_2_ch_4":1.48788,"fiber_length_ch_1":20.82268,"fiber_width_ch_1":9.48884,"inten_cooc_asm_ch_3":0.19162,"inten_cooc_asm_ch_4":0.04234,"inten_cooc_contrast_ch_3":3.02672,"inten_cooc_contrast_ch_4":3.90495,"inten_cooc_entropy_ch_3":4.3253,"inten_cooc_entropy_ch_4":5.99148,"inten_cooc_max_ch_3":0.43636,"inten_cooc_max_ch_4":0.18405,"kurt_inten_ch_1":0.52772,"kurt_inten_ch_3":5.5709,"kurt_inten_ch_4":-0.84501,"length_ch_1":21.58174,"neighbor_avg_dist_ch_1":205.7372,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":99.02334,"perim_ch_1":60.62304,"shape_bfr_ch_1":0.55273,"shape_lwr_ch_1":1.35697,"shape_p_2_a_ch_1":1.48018,"skew_inten_ch_1":1.02374,"skew_inten_ch_3":2.29788,"skew_inten_ch_4":0.4025,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":12694,"total_inten_ch_2":48528,"total_inten_ch_3":8877,"total_inten_ch_4":17344,"var_inten_ch_1":56.31074,"var_inten_ch_3":83.20266,"var_inten_ch_4":80.2828,"width_ch_1":15.90438}
{"case":"Train","class":"PS","angle_ch_1":87.10486,"area_ch_1":168,"avg_inten_ch_1":32.95031,"avg_inten_ch_2":41.36646,"avg_inten_ch_3":67.61491,"avg_inten_ch_4":108.8882,"convex_hull_area_ratio_ch_1":1.33714,"convex_hull_perim_ratio_ch_1":0.84142,"diff_inten_density_ch_1":39.13768,"diff_inten_density_ch_3":61.73913,"diff_inten_density_ch_4":79.8913,"entropy_inten_ch_1":5.7023,"entropy_inten_ch_3":6.18547,"entropy_inten_ch_4":6.324,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.50009,"eq_ellipse_oblate_vol_ch_1":204.65372,"eq_ellipse_prolate_vol_ch_1":136.42724,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.48873,"fiber_align_2_ch_4":1.64782,"fiber_length_ch_1":32.29514,"fiber_width_ch_1":5.67988,"inten_cooc_asm_ch_3":0.00951,"inten_cooc_asm_ch_4":0.01645,"inten_cooc_contrast_ch_3":19.87912,"inten_cooc_contrast_ch_4":8.86879,"inten_cooc_entropy_ch_3":7.02589,"inten_cooc_entropy_ch_4":6.66782,"inten_cooc_max_ch_3":0.04255,"inten_cooc_max_ch_4":0.0922,"kurt_inten_ch_1":-0.3447,"kurt_inten_ch_3":-0.19008,"kurt_inten_ch_4":-0.61664,"length_ch_1":23.62099,"neighbor_avg_dist_ch_1":200.47732,"neighbor_min_dist_ch_1":25.61571,"neighbor_var_dist_ch_1":90.57948,"perim_ch_1":75.95005,"shape_bfr_ch_1":0.45209,"shape_lwr_ch_1":1.49472,"shape_p_2_a_ch_1":2.50246,"skew_inten_ch_1":0.44108,"skew_inten_ch_3":0.46202,"skew_inten_ch_4":0.48162,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5305,"total_inten_ch_2":6500,"total_inten_ch_3":10886,"total_inten_ch_4":17531,"var_inten_ch_1":19.24855,"var_inten_ch_3":44.39351,"var_inten_ch_4":85.78689,"width_ch_1":15.80294}
{"case":"Train","class":"WS","angle_ch_1":176.87105,"area_ch_1":297,"avg_inten_ch_1":524.64437,"avg_inten_ch_2":271.78521,"avg_inten_ch_3":21.28873,"avg_inten_ch_4":164.11268,"convex_hull_area_ratio_ch_1":1.30354,"convex_hull_perim_ratio_ch_1":0.93341,"diff_inten_density_ch_1":195.60971,"diff_inten_density_ch_3":17.00777,"diff_inten_density_ch_4":74.02136,"entropy_inten_ch_1":7.92346,"entropy_inten_ch_3":5.36548,"entropy_inten_ch_4":7.12961,"eq_circ_diam_ch_1":19.46854,"eq_ellipse_lwr_ch_1":3.09976,"eq_ellipse_oblate_vol_ch_1":689.22793,"eq_ellipse_prolate_vol_ch_1":222.34904,"eq_sphere_area_ch_1":1190.73923,"eq_sphere_vol_ch_1":3863.65915,"fiber_align_2_ch_3":1.22336,"fiber_align_2_ch_4":1.15628,"fiber_length_ch_1":38.74359,"fiber_width_ch_1":8.02164,"inten_cooc_asm_ch_3":0.0199,"inten_cooc_asm_ch_4":0.01668,"inten_cooc_contrast_ch_3":9.69607,"inten_cooc_contrast_ch_4":5.27198,"inten_cooc_entropy_ch_3":6.74442,"inten_cooc_entropy_ch_4":6.7139,"inten_cooc_max_ch_3":0.11647,"inten_cooc_max_ch_4":0.09023,"kurt_inten_ch_1":-1.11536,"kurt_inten_ch_3":0.1037,"kurt_inten_ch_4":-0.51237,"length_ch_1":36.22698,"neighbor_avg_dist_ch_1":193.25403,"neighbor_min_dist_ch_1":49.53588,"neighbor_var_dist_ch_1":69.67566,"perim_ch_1":93.53047,"shape_bfr_ch_1":0.57127,"shape_lwr_ch_1":2.51852,"shape_p_2_a_ch_1":2.23991,"skew_inten_ch_1":0.30944,"skew_inten_ch_3":0.77623,"skew_inten_ch_4":0.37556,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":148999,"total_inten_ch_2":76904,"total_inten_ch_3":6046,"total_inten_ch_4":46608,"var_inten_ch_1":346.03505,"var_inten_ch_3":18.81716,"var_inten_ch_4":117.36587,"width_ch_1":14.38424}
{"case":"Train","class":"WS","angle_ch_1":23.21452,"area_ch_1":311,"avg_inten_ch_1":128.51852,"avg_inten_ch_2":378.9596,"avg_inten_ch_3":70.49495,"avg_inten_ch_4":140.49495,"convex_hull_area_ratio_ch_1":1.11669,"convex_hull_perim_ratio_ch_1":0.9343,"diff_inten_density_ch_1":65.45818,"diff_inten_density_ch_3":61.51636,"diff_inten_density_ch_4":102.62909,"entropy_inten_ch_1":7.23716,"entropy_inten_ch_3":5.9866,"entropy_inten_ch_4":5.73821,"eq_circ_diam_ch_1":19.90914,"eq_ellipse_lwr_ch_1":1.4455,"eq_ellipse_oblate_vol_ch_1":503.34385,"eq_ellipse_prolate_vol_ch_1":348.21517,"eq_sphere_area_ch_1":1245.2449,"eq_sphere_vol_ch_1":4131.95868,"fiber_align_2_ch_3":1.83485,"fiber_align_2_ch_4":1.73737,"fiber_length_ch_1":25.43956,"fiber_width_ch_1":12.71112,"inten_cooc_asm_ch_3":0.04035,"inten_cooc_asm_ch_4":0.09666,"inten_cooc_contrast_ch_3":12.26091,"inten_cooc_contrast_ch_4":5.64201,"inten_cooc_entropy_ch_3":6.48193,"inten_cooc_entropy_ch_4":5.6101,"inten_cooc_max_ch_3":0.19784,"inten_cooc_max_ch_4":0.30515,"kurt_inten_ch_1":-0.76908,"kurt_inten_ch_3":0.31588,"kurt_inten_ch_4":-0.84139,"length_ch_1":27.15497,"neighbor_avg_dist_ch_1":285.85003,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":144.44461,"perim_ch_1":76.30136,"shape_bfr_ch_1":0.5881,"shape_lwr_ch_1":1.393,"shape_p_2_a_ch_1":1.43271,"skew_inten_ch_1":0.26719,"skew_inten_ch_3":0.86478,"skew_inten_ch_4":0.69259,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":38170,"total_inten_ch_2":112255,"total_inten_ch_3":20937,"total_inten_ch_4":41727,"var_inten_ch_1":67.06116,"var_inten_ch_3":66.05661,"var_inten_ch_4":150.77761,"width_ch_1":19.49384}
{"case":"Train","class":"PS","angle_ch_1":99.99828,"area_ch_1":229,"avg_inten_ch_1":94.01826,"avg_inten_ch_2":14.0274,"avg_inten_ch_3":234.50228,"avg_inten_ch_4":107.96347,"convex_hull_area_ratio_ch_1":1.22609,"convex_hull_perim_ratio_ch_1":0.8845,"diff_inten_density_ch_1":70.68798,"diff_inten_density_ch_3":152.4578,"diff_inten_density_ch_4":87.39386,"entropy_inten_ch_1":6.86372,"entropy_inten_ch_3":7.23114,"entropy_inten_ch_4":5.99511,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":2.69656,"eq_ellipse_oblate_vol_ch_1":435.30378,"eq_ellipse_prolate_vol_ch_1":161.42954,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.57983,"fiber_align_2_ch_4":1.72075,"fiber_length_ch_1":34.54271,"fiber_width_ch_1":6.97927,"inten_cooc_asm_ch_3":0.00754,"inten_cooc_asm_ch_4":0.03004,"inten_cooc_contrast_ch_3":21.55085,"inten_cooc_contrast_ch_4":9.15926,"inten_cooc_entropy_ch_3":7.41167,"inten_cooc_entropy_ch_4":6.36959,"inten_cooc_max_ch_3":0.04433,"inten_cooc_max_ch_4":0.17734,"kurt_inten_ch_1":-0.57458,"kurt_inten_ch_3":-0.58616,"kurt_inten_ch_4":-0.77379,"length_ch_1":31.01709,"neighbor_avg_dist_ch_1":252.76091,"neighbor_min_dist_ch_1":27.64286,"neighbor_var_dist_ch_1":127.86673,"perim_ch_1":83.04395,"shape_bfr_ch_1":0.54501,"shape_lwr_ch_1":2.28413,"shape_p_2_a_ch_1":2.27634,"skew_inten_ch_1":0.21388,"skew_inten_ch_3":0.14897,"skew_inten_ch_4":0.6476,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":20590,"total_inten_ch_2":2854,"total_inten_ch_3":51356,"total_inten_ch_4":23644,"var_inten_ch_1":50.12395,"var_inten_ch_3":136.94236,"var_inten_ch_4":105.59809,"width_ch_1":13.5794}
{"case":"Test","class":"PS","angle_ch_1":85.10288,"area_ch_1":635,"avg_inten_ch_1":39.38449,"avg_inten_ch_2":49.62376,"avg_inten_ch_3":45.10726,"avg_inten_ch_4":18.69472,"convex_hull_area_ratio_ch_1":1.30393,"convex_hull_perim_ratio_ch_1":0.79907,"diff_inten_density_ch_1":48.36879,"diff_inten_density_ch_3":38.00355,"diff_inten_density_ch_4":27.2039,"entropy_inten_ch_1":6.38656,"entropy_inten_ch_3":6.5211,"entropy_inten_ch_4":5.33661,"eq_circ_diam_ch_1":28.43875,"eq_ellipse_lwr_ch_1":1.78635,"eq_ellipse_oblate_vol_ch_1":1630.8492,"eq_ellipse_prolate_vol_ch_1":912.95037,"eq_sphere_area_ch_1":2540.80272,"eq_sphere_vol_ch_1":12042.87648,"fiber_align_2_ch_3":1.33689,"fiber_align_2_ch_4":1,"fiber_length_ch_1":59.97236,"fiber_width_ch_1":10.99792,"inten_cooc_asm_ch_3":0.00572,"inten_cooc_asm_ch_4":0.0078,"inten_cooc_contrast_ch_3":24.57781,"inten_cooc_contrast_ch_4":33.71847,"inten_cooc_entropy_ch_3":7.8527,"inten_cooc_entropy_ch_4":7.72856,"inten_cooc_max_ch_3":0.03047,"inten_cooc_max_ch_4":0.05914,"kurt_inten_ch_1":-0.40447,"kurt_inten_ch_3":1.19604,"kurt_inten_ch_4":-0.47981,"length_ch_1":42.60955,"neighbor_avg_dist_ch_1":183.29507,"neighbor_min_dist_ch_1":38.08792,"neighbor_var_dist_ch_1":74.15068,"perim_ch_1":141.94055,"shape_bfr_ch_1":0.52354,"shape_lwr_ch_1":1.4964,"shape_p_2_a_ch_1":2.43074,"skew_inten_ch_1":0.4328,"skew_inten_ch_3":1.08541,"skew_inten_ch_4":0.59168,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":12,"total_inten_ch_1":23867,"total_inten_ch_2":29467,"total_inten_ch_3":27335,"total_inten_ch_4":11329,"var_inten_ch_1":25.31164,"var_inten_ch_3":33.22118,"var_inten_ch_4":15.62718,"width_ch_1":28.47462}
{"case":"Test","class":"WS","angle_ch_1":72.45718,"area_ch_1":429,"avg_inten_ch_1":216.07073,"avg_inten_ch_2":148.8122,"avg_inten_ch_3":208.75854,"avg_inten_ch_4":238.62683,"convex_hull_area_ratio_ch_1":1.13577,"convex_hull_perim_ratio_ch_1":0.91271,"diff_inten_density_ch_1":112.17647,"diff_inten_density_ch_3":161.9281,"diff_inten_density_ch_4":143.00523,"entropy_inten_ch_1":8.05794,"entropy_inten_ch_3":5.20416,"entropy_inten_ch_4":7.1446,"eq_circ_diam_ch_1":23.39194,"eq_ellipse_lwr_ch_1":1.91602,"eq_ellipse_oblate_vol_ch_1":939.93442,"eq_ellipse_prolate_vol_ch_1":490.56563,"eq_sphere_area_ch_1":1719.02494,"eq_sphere_vol_ch_1":6701.88669,"fiber_align_2_ch_3":1.29353,"fiber_align_2_ch_4":1.3499,"fiber_length_ch_1":35.82063,"fiber_width_ch_1":12.39249,"inten_cooc_asm_ch_3":0.16432,"inten_cooc_asm_ch_4":0.02996,"inten_cooc_contrast_ch_3":2.25793,"inten_cooc_contrast_ch_4":6.05381,"inten_cooc_entropy_ch_3":4.63358,"inten_cooc_entropy_ch_4":6.50172,"inten_cooc_max_ch_3":0.40263,"inten_cooc_max_ch_4":0.15263,"kurt_inten_ch_1":-0.6698,"kurt_inten_ch_3":1.95445,"kurt_inten_ch_4":-0.53246,"length_ch_1":33.86434,"neighbor_avg_dist_ch_1":180.34407,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":79.47278,"perim_ch_1":96.42624,"shape_bfr_ch_1":0.61905,"shape_lwr_ch_1":1.65191,"shape_p_2_a_ch_1":1.66681,"skew_inten_ch_1":0.46479,"skew_inten_ch_3":1.59433,"skew_inten_ch_4":0.71023,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":9,"total_inten_ch_1":88589,"total_inten_ch_2":60604,"total_inten_ch_3":85591,"total_inten_ch_4":97837,"var_inten_ch_1":152.29998,"var_inten_ch_3":295.39736,"var_inten_ch_4":227.06473,"width_ch_1":20.50008}
{"case":"Test","class":"PS","angle_ch_1":75.0734,"area_ch_1":310,"avg_inten_ch_1":56.65541,"avg_inten_ch_2":144.61486,"avg_inten_ch_3":121.87162,"avg_inten_ch_4":105.44595,"convex_hull_area_ratio_ch_1":1.22694,"convex_hull_perim_ratio_ch_1":0.79822,"diff_inten_density_ch_1":56.20298,"diff_inten_density_ch_3":108.24767,"diff_inten_density_ch_4":92.59404,"entropy_inten_ch_1":6.57131,"entropy_inten_ch_3":6.62588,"entropy_inten_ch_4":5.8762,"eq_circ_diam_ch_1":19.87559,"eq_ellipse_lwr_ch_1":1.26566,"eq_ellipse_oblate_vol_ch_1":468.61638,"eq_ellipse_prolate_vol_ch_1":370.25486,"eq_sphere_area_ch_1":1241.05215,"eq_sphere_vol_ch_1":4111.10778,"fiber_align_2_ch_3":1.51549,"fiber_align_2_ch_4":1.53814,"fiber_length_ch_1":37.87384,"fiber_width_ch_1":8.62791,"inten_cooc_asm_ch_3":0.02048,"inten_cooc_asm_ch_4":0.05286,"inten_cooc_contrast_ch_3":14.57696,"inten_cooc_contrast_ch_4":9.23162,"inten_cooc_entropy_ch_3":7.0412,"inten_cooc_entropy_ch_4":6.13204,"inten_cooc_max_ch_3":0.13011,"inten_cooc_max_ch_4":0.23048,"kurt_inten_ch_1":0.31656,"kurt_inten_ch_3":0.04568,"kurt_inten_ch_4":-0.58868,"length_ch_1":27.105,"neighbor_avg_dist_ch_1":243.71502,"neighbor_min_dist_ch_1":35.83333,"neighbor_var_dist_ch_1":115.21139,"perim_ch_1":93.00349,"shape_bfr_ch_1":0.52437,"shape_lwr_ch_1":1.24168,"shape_p_2_a_ch_1":2.1064,"skew_inten_ch_1":0.8554,"skew_inten_ch_3":0.76075,"skew_inten_ch_4":0.6835,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":16770,"total_inten_ch_2":42511,"total_inten_ch_3":36074,"total_inten_ch_4":31212,"var_inten_ch_1":47.24987,"var_inten_ch_3":103.54456,"var_inten_ch_4":105.08714,"width_ch_1":21.82937}
{"case":"Test","class":"WS","angle_ch_1":73.80891,"area_ch_1":250,"avg_inten_ch_1":216.57741,"avg_inten_ch_2":293.32636,"avg_inten_ch_3":92.20084,"avg_inten_ch_4":140.13389,"convex_hull_area_ratio_ch_1":1.02621,"convex_hull_perim_ratio_ch_1":0.96914,"diff_inten_density_ch_1":82.26862,"diff_inten_density_ch_3":63.31151,"diff_inten_density_ch_4":81.4605,"entropy_inten_ch_1":7.30024,"entropy_inten_ch_3":5.43833,"entropy_inten_ch_4":7.05971,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":1.09045,"eq_ellipse_oblate_vol_ch_1":315.5887,"eq_ellipse_prolate_vol_ch_1":289.41122,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.47096,"fiber_align_2_ch_4":1.52352,"fiber_length_ch_1":15.21786,"fiber_width_ch_1":15.21786,"inten_cooc_asm_ch_3":0.10183,"inten_cooc_asm_ch_4":0.00745,"inten_cooc_contrast_ch_3":4.44258,"inten_cooc_contrast_ch_4":11.83084,"inten_cooc_entropy_ch_3":5.43042,"inten_cooc_entropy_ch_4":7.3674,"inten_cooc_max_ch_3":0.31222,"inten_cooc_max_ch_4":0.03167,"kurt_inten_ch_1":-0.49312,"kurt_inten_ch_3":-0.14251,"kurt_inten_ch_4":-0.85383,"length_ch_1":19.12504,"neighbor_avg_dist_ch_1":191.72047,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":99.34541,"perim_ch_1":60.87146,"shape_bfr_ch_1":0.73357,"shape_lwr_ch_1":1.07105,"shape_p_2_a_ch_1":1.13429,"skew_inten_ch_1":-0.46386,"skew_inten_ch_3":0.88614,"skew_inten_ch_4":0.13351,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":51762,"total_inten_ch_2":69867,"total_inten_ch_3":22036,"total_inten_ch_4":33492,"var_inten_ch_1":89.97611,"var_inten_ch_3":98.32749,"var_inten_ch_4":88.02747,"width_ch_1":17.85636}
{"case":"Train","class":"PS","angle_ch_1":76.34199,"area_ch_1":165,"avg_inten_ch_1":38.38608,"avg_inten_ch_2":1.77215,"avg_inten_ch_3":80.56962,"avg_inten_ch_4":28.74051,"convex_hull_area_ratio_ch_1":1.08555,"convex_hull_perim_ratio_ch_1":0.93987,"diff_inten_density_ch_1":48.26165,"diff_inten_density_ch_3":58.35484,"diff_inten_density_ch_4":25.55197,"entropy_inten_ch_1":5.96156,"entropy_inten_ch_3":6.36448,"entropy_inten_ch_4":5.01513,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":2.26723,"eq_ellipse_oblate_vol_ch_1":244.59929,"eq_ellipse_prolate_vol_ch_1":107.88453,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.70321,"fiber_align_2_ch_4":1.47774,"fiber_length_ch_1":22.28898,"fiber_width_ch_1":7.97109,"inten_cooc_asm_ch_3":0.00987,"inten_cooc_asm_ch_4":0.02671,"inten_cooc_contrast_ch_3":11.43038,"inten_cooc_contrast_ch_4":9.38639,"inten_cooc_entropy_ch_3":6.95859,"inten_cooc_entropy_ch_4":6.31024,"inten_cooc_max_ch_3":0.03676,"inten_cooc_max_ch_4":0.13287,"kurt_inten_ch_1":0.54558,"kurt_inten_ch_3":1.12386,"kurt_inten_ch_4":-0.02418,"length_ch_1":23.57913,"neighbor_avg_dist_ch_1":159.83811,"neighbor_min_dist_ch_1":14.47885,"neighbor_var_dist_ch_1":65.47634,"perim_ch_1":60.52014,"shape_bfr_ch_1":0.57798,"shape_lwr_ch_1":1.94032,"shape_p_2_a_ch_1":1.64051,"skew_inten_ch_1":0.92654,"skew_inten_ch_3":1.25782,"skew_inten_ch_4":1.02519,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6065,"total_inten_ch_2":123,"total_inten_ch_3":12730,"total_inten_ch_4":4541,"var_inten_ch_1":28.2766,"var_inten_ch_3":69.14582,"var_inten_ch_4":31.33692,"width_ch_1":12.15219}
{"case":"Train","class":"PS","angle_ch_1":98.11606,"area_ch_1":273,"avg_inten_ch_1":79.41762,"avg_inten_ch_2":1.01916,"avg_inten_ch_3":201.89272,"avg_inten_ch_4":59.13793,"convex_hull_area_ratio_ch_1":1.47945,"convex_hull_perim_ratio_ch_1":0.88504,"diff_inten_density_ch_1":67.58495,"diff_inten_density_ch_3":148.32043,"diff_inten_density_ch_4":38.04946,"entropy_inten_ch_1":6.84532,"entropy_inten_ch_3":7.49425,"entropy_inten_ch_4":6.06814,"eq_circ_diam_ch_1":18.66356,"eq_ellipse_lwr_ch_1":3.44312,"eq_ellipse_oblate_vol_ch_1":639.96791,"eq_ellipse_prolate_vol_ch_1":185.86877,"eq_sphere_area_ch_1":1094.30612,"eq_sphere_vol_ch_1":3403.94126,"fiber_align_2_ch_3":1.83456,"fiber_align_2_ch_4":1.47231,"fiber_length_ch_1":42.94267,"fiber_width_ch_1":6.68195,"inten_cooc_asm_ch_3":0.00801,"inten_cooc_asm_ch_4":0.02678,"inten_cooc_contrast_ch_3":15.15389,"inten_cooc_contrast_ch_4":5.63292,"inten_cooc_entropy_ch_3":7.26372,"inten_cooc_entropy_ch_4":6.29407,"inten_cooc_max_ch_3":0.02917,"inten_cooc_max_ch_4":0.15833,"kurt_inten_ch_1":-0.21629,"kurt_inten_ch_3":-0.07947,"kurt_inten_ch_4":-0.76418,"length_ch_1":35.6172,"neighbor_avg_dist_ch_1":197.30424,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":94.53798,"perim_ch_1":99.24925,"shape_bfr_ch_1":0.49121,"shape_lwr_ch_1":2.27776,"shape_p_2_a_ch_1":2.7318,"skew_inten_ch_1":0.73273,"skew_inten_ch_3":0.87769,"skew_inten_ch_4":0.64312,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":20728,"total_inten_ch_2":6,"total_inten_ch_3":52694,"total_inten_ch_4":15435,"var_inten_ch_1":57.13651,"var_inten_ch_3":153.08782,"var_inten_ch_4":54.8547,"width_ch_1":15.63695}
{"case":"Test","class":"PS","angle_ch_1":67.62723,"area_ch_1":183,"avg_inten_ch_1":37.62857,"avg_inten_ch_2":82.45714,"avg_inten_ch_3":98.13143,"avg_inten_ch_4":1.85143,"convex_hull_area_ratio_ch_1":1.52139,"convex_hull_perim_ratio_ch_1":0.8709,"diff_inten_density_ch_1":44.72185,"diff_inten_density_ch_3":72.59603,"diff_inten_density_ch_4":5.48344,"entropy_inten_ch_1":6.00009,"entropy_inten_ch_3":6.58802,"entropy_inten_ch_4":1.03761,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":2.3999,"eq_ellipse_oblate_vol_ch_1":293.34265,"eq_ellipse_prolate_vol_ch_1":122.23119,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.06814,"fiber_align_2_ch_4":1,"fiber_length_ch_1":35.73735,"fiber_width_ch_1":5.48476,"inten_cooc_asm_ch_3":0.00686,"inten_cooc_asm_ch_4":0.68322,"inten_cooc_contrast_ch_3":23.76524,"inten_cooc_contrast_ch_4":0.4031,"inten_cooc_entropy_ch_3":7.38911,"inten_cooc_entropy_ch_4":1.2811,"inten_cooc_max_ch_3":0.02564,"inten_cooc_max_ch_4":0.82877,"kurt_inten_ch_1":3.04203,"kurt_inten_ch_3":7.63034,"kurt_inten_ch_4":23.03264,"length_ch_1":30.40578,"neighbor_avg_dist_ch_1":168.87199,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":69.94671,"perim_ch_1":82.44422,"shape_bfr_ch_1":0.43164,"shape_lwr_ch_1":2.17551,"shape_p_2_a_ch_1":2.75949,"skew_inten_ch_1":1.27514,"skew_inten_ch_3":1.8144,"skew_inten_ch_4":4.52917,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6585,"total_inten_ch_2":14256,"total_inten_ch_3":17173,"total_inten_ch_4":324,"var_inten_ch_1":27.9079,"var_inten_ch_3":56.74152,"var_inten_ch_4":6.24735,"width_ch_1":13.97641}
{"case":"Test","class":"PS","angle_ch_1":105.8115,"area_ch_1":626,"avg_inten_ch_1":49.05853,"avg_inten_ch_2":150.18896,"avg_inten_ch_3":86.55184,"avg_inten_ch_4":212.93144,"convex_hull_area_ratio_ch_1":1.11327,"convex_hull_perim_ratio_ch_1":0.87416,"diff_inten_density_ch_1":50.24645,"diff_inten_density_ch_3":51.96986,"diff_inten_density_ch_4":119.39539,"entropy_inten_ch_1":6.68619,"entropy_inten_ch_3":6.24042,"entropy_inten_ch_4":6.82149,"eq_circ_diam_ch_1":28.25041,"eq_ellipse_lwr_ch_1":1.51782,"eq_ellipse_oblate_vol_ch_1":1473.61332,"eq_ellipse_prolate_vol_ch_1":970.87454,"eq_sphere_area_ch_1":2507.26077,"eq_sphere_vol_ch_1":11805.19246,"fiber_align_2_ch_3":1.34242,"fiber_align_2_ch_4":1.43122,"fiber_length_ch_1":41.16382,"fiber_width_ch_1":15.73661,"inten_cooc_asm_ch_3":0.06739,"inten_cooc_asm_ch_4":0.04978,"inten_cooc_contrast_ch_3":3.55751,"inten_cooc_contrast_ch_4":6.8859,"inten_cooc_entropy_ch_3":5.88964,"inten_cooc_entropy_ch_4":6.32744,"inten_cooc_max_ch_3":0.24956,"inten_cooc_max_ch_4":0.21492,"kurt_inten_ch_1":0.58136,"kurt_inten_ch_3":0.2863,"kurt_inten_ch_4":-0.94368,"length_ch_1":36.41283,"neighbor_avg_dist_ch_1":165.60745,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":75.27269,"perim_ch_1":113.80086,"shape_bfr_ch_1":0.65779,"shape_lwr_ch_1":1.39141,"shape_p_2_a_ch_1":1.59093,"skew_inten_ch_1":0.96367,"skew_inten_ch_3":0.96472,"skew_inten_ch_4":0.25891,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":29337,"total_inten_ch_2":89216,"total_inten_ch_3":51758,"total_inten_ch_4":127333,"var_inten_ch_1":39.41531,"var_inten_ch_3":89.45648,"var_inten_ch_4":172.31198,"width_ch_1":26.16979}
{"case":"Test","class":"PS","angle_ch_1":59.57783,"area_ch_1":189,"avg_inten_ch_1":126.14917,"avg_inten_ch_2":473.1105,"avg_inten_ch_3":214.24309,"avg_inten_ch_4":452.14917,"convex_hull_area_ratio_ch_1":1.05026,"convex_hull_perim_ratio_ch_1":0.9613,"diff_inten_density_ch_1":81.47879,"diff_inten_density_ch_3":146.33333,"diff_inten_density_ch_4":278.28485,"entropy_inten_ch_1":6.85889,"entropy_inten_ch_3":7.02123,"entropy_inten_ch_4":6.86942,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":1.47191,"eq_ellipse_oblate_vol_ch_1":241.64631,"eq_ellipse_prolate_vol_ch_1":164.17184,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.45754,"fiber_align_2_ch_4":1.07491,"fiber_length_ch_1":13.98202,"fiber_width_ch_1":13.98202,"inten_cooc_asm_ch_3":0.00953,"inten_cooc_asm_ch_4":0.01376,"inten_cooc_contrast_ch_3":10.27432,"inten_cooc_contrast_ch_4":11.21349,"inten_cooc_entropy_ch_3":6.99729,"inten_cooc_entropy_ch_4":6.8498,"inten_cooc_max_ch_3":0.03049,"inten_cooc_max_ch_4":0.07927,"kurt_inten_ch_1":3.71404,"kurt_inten_ch_3":3.73217,"kurt_inten_ch_4":-0.72878,"length_ch_1":19.82825,"neighbor_avg_dist_ch_1":230.40229,"neighbor_min_dist_ch_1":34.76433,"neighbor_var_dist_ch_1":128.63272,"perim_ch_1":55.92807,"shape_bfr_ch_1":0.68009,"shape_lwr_ch_1":1.40934,"shape_p_2_a_ch_1":1.25646,"skew_inten_ch_1":1.80028,"skew_inten_ch_3":1.97691,"skew_inten_ch_4":0.18207,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":22833,"total_inten_ch_2":85453,"total_inten_ch_3":38778,"total_inten_ch_4":81839,"var_inten_ch_1":97.5691,"var_inten_ch_3":226.79773,"var_inten_ch_4":298.84715,"width_ch_1":14.06916}
{"case":"Train","class":"PS","angle_ch_1":98.97483,"area_ch_1":219,"avg_inten_ch_1":53.98565,"avg_inten_ch_2":195.311,"avg_inten_ch_3":38.22488,"avg_inten_ch_4":48.75598,"convex_hull_area_ratio_ch_1":1.03456,"convex_hull_perim_ratio_ch_1":0.94599,"diff_inten_density_ch_1":55.61619,"diff_inten_density_ch_3":23.57441,"diff_inten_density_ch_4":46.63969,"entropy_inten_ch_1":6.38653,"entropy_inten_ch_3":3.73613,"entropy_inten_ch_4":5.39775,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":1.08811,"eq_ellipse_oblate_vol_ch_1":257.79727,"eq_ellipse_prolate_vol_ch_1":236.92105,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.12975,"fiber_align_2_ch_4":1.84814,"fiber_length_ch_1":16.65267,"fiber_width_ch_1":13.65886,"inten_cooc_asm_ch_3":0.27444,"inten_cooc_asm_ch_4":0.05272,"inten_cooc_contrast_ch_3":1.2978,"inten_cooc_contrast_ch_4":8.87011,"inten_cooc_entropy_ch_3":3.56614,"inten_cooc_entropy_ch_4":6.05132,"inten_cooc_max_ch_3":0.52105,"inten_cooc_max_ch_4":0.21762,"kurt_inten_ch_1":-0.40269,"kurt_inten_ch_3":1.54886,"kurt_inten_ch_4":0.6961,"length_ch_1":17.93726,"neighbor_avg_dist_ch_1":243.1631,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":117.07138,"perim_ch_1":60.62304,"shape_bfr_ch_1":0.73544,"shape_lwr_ch_1":1.08013,"shape_p_2_a_ch_1":1.28577,"skew_inten_ch_1":0.47168,"skew_inten_ch_3":1.73749,"skew_inten_ch_4":0.99295,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":11283,"total_inten_ch_2":40612,"total_inten_ch_3":7989,"total_inten_ch_4":10190,"var_inten_ch_1":31.98497,"var_inten_ch_3":67.3806,"var_inten_ch_4":50.82565,"width_ch_1":16.60656}
{"case":"Test","class":"PS","angle_ch_1":2.05582,"area_ch_1":221,"avg_inten_ch_1":77.49763,"avg_inten_ch_2":169.70616,"avg_inten_ch_3":69.45024,"avg_inten_ch_4":135.54502,"convex_hull_area_ratio_ch_1":1.1573,"convex_hull_perim_ratio_ch_1":0.91731,"diff_inten_density_ch_1":56.83467,"diff_inten_density_ch_3":62.792,"diff_inten_density_ch_4":84.40267,"entropy_inten_ch_1":6.59612,"entropy_inten_ch_3":5.60879,"entropy_inten_ch_4":6.24878,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":3.23995,"eq_ellipse_oblate_vol_ch_1":451.24676,"eq_ellipse_prolate_vol_ch_1":139.27603,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.49021,"fiber_align_2_ch_4":1.56348,"fiber_length_ch_1":33.54585,"fiber_width_ch_1":6.95232,"inten_cooc_asm_ch_3":0.06402,"inten_cooc_asm_ch_4":0.02586,"inten_cooc_contrast_ch_3":8.11881,"inten_cooc_contrast_ch_4":10.79198,"inten_cooc_entropy_ch_3":5.91792,"inten_cooc_entropy_ch_4":6.64914,"inten_cooc_max_ch_3":0.24022,"inten_cooc_max_ch_4":0.14286,"kurt_inten_ch_1":-0.35514,"kurt_inten_ch_3":1.46104,"kurt_inten_ch_4":-0.93754,"length_ch_1":32.851,"neighbor_avg_dist_ch_1":201.07571,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":116.54184,"perim_ch_1":80.99633,"shape_bfr_ch_1":0.58297,"shape_lwr_ch_1":2.84462,"shape_p_2_a_ch_1":2.23846,"skew_inten_ch_1":0.30478,"skew_inten_ch_3":1.37793,"skew_inten_ch_4":0.11188,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":16352,"total_inten_ch_2":35598,"total_inten_ch_3":14654,"total_inten_ch_4":28600,"var_inten_ch_1":38.09123,"var_inten_ch_3":80.04081,"var_inten_ch_4":97.29703,"width_ch_1":11.54847}
{"case":"Test","class":"PS","angle_ch_1":159.615,"area_ch_1":178,"avg_inten_ch_1":42.75882,"avg_inten_ch_2":75.88235,"avg_inten_ch_3":93.51176,"avg_inten_ch_4":110.86471,"convex_hull_area_ratio_ch_1":1.24354,"convex_hull_perim_ratio_ch_1":0.83771,"diff_inten_density_ch_1":49.68475,"diff_inten_density_ch_3":99.21017,"diff_inten_density_ch_4":82.34915,"entropy_inten_ch_1":5.97872,"entropy_inten_ch_3":5.88134,"entropy_inten_ch_4":5.63202,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":2.30923,"eq_ellipse_oblate_vol_ch_1":275.50444,"eq_ellipse_prolate_vol_ch_1":119.30572,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.68718,"fiber_align_2_ch_4":1.78917,"fiber_length_ch_1":30.40444,"fiber_width_ch_1":6.33474,"inten_cooc_asm_ch_3":0.03144,"inten_cooc_asm_ch_4":0.04434,"inten_cooc_contrast_ch_3":8.25957,"inten_cooc_contrast_ch_4":9.08775,"inten_cooc_entropy_ch_3":6.3279,"inten_cooc_entropy_ch_4":6.08339,"inten_cooc_max_ch_3":0.16556,"inten_cooc_max_ch_4":0.21854,"kurt_inten_ch_1":1.5676,"kurt_inten_ch_3":1.07059,"kurt_inten_ch_4":-1.25324,"length_ch_1":25.88556,"neighbor_avg_dist_ch_1":243.62233,"neighbor_min_dist_ch_1":29.69048,"neighbor_var_dist_ch_1":123.73124,"perim_ch_1":73.47835,"shape_bfr_ch_1":0.50409,"shape_lwr_ch_1":1.89554,"shape_p_2_a_ch_1":2.2307,"skew_inten_ch_1":1.43598,"skew_inten_ch_3":1.38577,"skew_inten_ch_4":0.22244,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":7269,"total_inten_ch_2":12731,"total_inten_ch_3":15897,"total_inten_ch_4":18847,"var_inten_ch_1":40.23366,"var_inten_ch_3":114.43741,"var_inten_ch_4":92.28625,"width_ch_1":13.65602}
{"case":"Test","class":"PS","angle_ch_1":80.00549,"area_ch_1":212,"avg_inten_ch_1":46.65517,"avg_inten_ch_2":129.96059,"avg_inten_ch_3":61.36946,"avg_inten_ch_4":91.12315,"convex_hull_area_ratio_ch_1":1.28289,"convex_hull_perim_ratio_ch_1":0.83125,"diff_inten_density_ch_1":50.56497,"diff_inten_density_ch_3":57.67232,"diff_inten_density_ch_4":53.18079,"entropy_inten_ch_1":6.13513,"entropy_inten_ch_3":5.58224,"entropy_inten_ch_4":6.15841,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":3.22282,"eq_ellipse_oblate_vol_ch_1":424.70143,"eq_ellipse_prolate_vol_ch_1":131.77939,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.37611,"fiber_align_2_ch_4":1.58816,"fiber_length_ch_1":40.23462,"fiber_width_ch_1":5.59463,"inten_cooc_asm_ch_3":0.04889,"inten_cooc_asm_ch_4":0.03181,"inten_cooc_contrast_ch_3":5.36084,"inten_cooc_contrast_ch_4":6.75988,"inten_cooc_entropy_ch_3":5.87691,"inten_cooc_entropy_ch_4":6.26448,"inten_cooc_max_ch_3":0.20652,"inten_cooc_max_ch_4":0.15761,"kurt_inten_ch_1":2.74149,"kurt_inten_ch_3":5.7699,"kurt_inten_ch_4":-0.05179,"length_ch_1":33.33084,"neighbor_avg_dist_ch_1":184.35689,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":73.58942,"perim_ch_1":91.65851,"shape_bfr_ch_1":0.49835,"shape_lwr_ch_1":2.60194,"shape_p_2_a_ch_1":2.97004,"skew_inten_ch_1":1.72898,"skew_inten_ch_3":2.39132,"skew_inten_ch_4":0.57416,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9471,"total_inten_ch_2":26180,"total_inten_ch_3":12458,"total_inten_ch_4":18498,"var_inten_ch_1":39.64919,"var_inten_ch_3":93.61848,"var_inten_ch_4":71.79946,"width_ch_1":12.81002}
{"case":"Test","class":"PS","angle_ch_1":87.76496,"area_ch_1":178,"avg_inten_ch_1":45.76471,"avg_inten_ch_2":203.7,"avg_inten_ch_3":82.35882,"avg_inten_ch_4":76.7,"convex_hull_area_ratio_ch_1":1.19342,"convex_hull_perim_ratio_ch_1":0.87469,"diff_inten_density_ch_1":49.03333,"diff_inten_density_ch_3":74.04,"diff_inten_density_ch_4":83.19333,"entropy_inten_ch_1":6.23647,"entropy_inten_ch_3":6.26199,"entropy_inten_ch_4":3.57297,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":1.19671,"eq_ellipse_oblate_vol_ch_1":198.33039,"eq_ellipse_prolate_vol_ch_1":165.7298,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.83744,"fiber_align_2_ch_4":1.84237,"fiber_length_ch_1":24.8244,"fiber_width_ch_1":7.69533,"inten_cooc_asm_ch_3":0.01469,"inten_cooc_asm_ch_4":0.26952,"inten_cooc_contrast_ch_3":15.16333,"inten_cooc_contrast_ch_4":2.40667,"inten_cooc_entropy_ch_3":6.81821,"inten_cooc_entropy_ch_4":3.7215,"inten_cooc_max_ch_3":0.09333,"inten_cooc_max_ch_4":0.52,"kurt_inten_ch_1":-0.40667,"kurt_inten_ch_3":0.19733,"kurt_inten_ch_4":0.28692,"length_ch_1":18.69404,"neighbor_avg_dist_ch_1":166.00644,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":65.72216,"perim_ch_1":65.03946,"shape_bfr_ch_1":0.54064,"shape_lwr_ch_1":1.06029,"shape_p_2_a_ch_1":1.76212,"skew_inten_ch_1":0.63888,"skew_inten_ch_3":0.95175,"skew_inten_ch_4":1.3023,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7780,"total_inten_ch_2":34460,"total_inten_ch_3":14001,"total_inten_ch_4":13039,"var_inten_ch_1":32.11144,"var_inten_ch_3":71.42067,"var_inten_ch_4":117.31039,"width_ch_1":17.63109}
{"case":"Test","class":"PS","angle_ch_1":129.21557,"area_ch_1":200,"avg_inten_ch_1":222.09948,"avg_inten_ch_2":427.31937,"avg_inten_ch_3":206.49215,"avg_inten_ch_4":385.11518,"convex_hull_area_ratio_ch_1":1.01256,"convex_hull_perim_ratio_ch_1":0.98506,"diff_inten_density_ch_1":79.02849,"diff_inten_density_ch_3":100.77208,"diff_inten_density_ch_4":218.90883,"entropy_inten_ch_1":6.84404,"entropy_inten_ch_3":6.98688,"entropy_inten_ch_4":7.10172,"eq_circ_diam_ch_1":15.96581,"eq_ellipse_lwr_ch_1":1.17877,"eq_ellipse_oblate_vol_ch_1":234.41576,"eq_ellipse_prolate_vol_ch_1":198.8641,"eq_sphere_area_ch_1":800.81406,"eq_sphere_vol_ch_1":2130.94061,"fiber_align_2_ch_3":1.35859,"fiber_align_2_ch_4":1.3559,"fiber_length_ch_1":13.47011,"fiber_width_ch_1":13.47011,"inten_cooc_asm_ch_3":0.01004,"inten_cooc_asm_ch_4":0.00818,"inten_cooc_contrast_ch_3":9.2542,"inten_cooc_contrast_ch_4":14.0083,"inten_cooc_entropy_ch_3":6.99433,"inten_cooc_entropy_ch_4":7.25598,"inten_cooc_max_ch_3":0.04545,"inten_cooc_max_ch_4":0.04545,"kurt_inten_ch_1":0.56971,"kurt_inten_ch_3":-0.22121,"kurt_inten_ch_4":-1.10086,"length_ch_1":18.37123,"neighbor_avg_dist_ch_1":227.05285,"neighbor_min_dist_ch_1":35.30288,"neighbor_var_dist_ch_1":110.66291,"perim_ch_1":53.88045,"shape_bfr_ch_1":0.69695,"shape_lwr_ch_1":1.17492,"shape_p_2_a_ch_1":1.10754,"skew_inten_ch_1":-0.85408,"skew_inten_ch_3":0.32104,"skew_inten_ch_4":-0.31916,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":42421,"total_inten_ch_2":81428,"total_inten_ch_3":39440,"total_inten_ch_4":73557,"var_inten_ch_1":69.44813,"var_inten_ch_3":128.74748,"var_inten_ch_4":220.7749,"width_ch_1":15.63613}
{"case":"Train","class":"PS","angle_ch_1":85.02714,"area_ch_1":254,"avg_inten_ch_1":214.1893,"avg_inten_ch_2":168.15638,"avg_inten_ch_3":66.2428,"avg_inten_ch_4":109.23457,"convex_hull_area_ratio_ch_1":1.07723,"convex_hull_perim_ratio_ch_1":0.9614,"diff_inten_density_ch_1":105.61161,"diff_inten_density_ch_3":78.32143,"diff_inten_density_ch_4":65.71429,"entropy_inten_ch_1":7.41344,"entropy_inten_ch_3":4.68128,"entropy_inten_ch_4":5.64367,"eq_circ_diam_ch_1":18.00849,"eq_ellipse_lwr_ch_1":1.31769,"eq_ellipse_oblate_vol_ch_1":355.66191,"eq_ellipse_prolate_vol_ch_1":269.91347,"eq_sphere_area_ch_1":1018.83673,"eq_sphere_vol_ch_1":3057.9523,"fiber_align_2_ch_3":1.48191,"fiber_align_2_ch_4":1.48714,"fiber_length_ch_1":19.9224,"fiber_width_ch_1":13.2849,"inten_cooc_asm_ch_3":0.13399,"inten_cooc_asm_ch_4":0.08467,"inten_cooc_contrast_ch_3":5.79483,"inten_cooc_contrast_ch_4":2.98091,"inten_cooc_entropy_ch_3":5.01436,"inten_cooc_entropy_ch_4":5.39888,"inten_cooc_max_ch_3":0.36036,"inten_cooc_max_ch_4":0.29279,"kurt_inten_ch_1":-0.44105,"kurt_inten_ch_3":4.39663,"kurt_inten_ch_4":-0.68752,"length_ch_1":22.12905,"neighbor_avg_dist_ch_1":194.13543,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":104.66437,"perim_ch_1":66.41458,"shape_bfr_ch_1":0.6505,"shape_lwr_ch_1":1.25064,"shape_p_2_a_ch_1":1.32622,"skew_inten_ch_1":0.71028,"skew_inten_ch_3":2.05314,"skew_inten_ch_4":0.73813,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":52048,"total_inten_ch_2":40620,"total_inten_ch_3":16097,"total_inten_ch_4":26544,"var_inten_ch_1":117.9372,"var_inten_ch_3":98.96827,"var_inten_ch_4":114.12032,"width_ch_1":17.69424}
{"case":"Train","class":"WS","angle_ch_1":136.70978,"area_ch_1":158,"avg_inten_ch_1":120.82781,"avg_inten_ch_2":292.95364,"avg_inten_ch_3":43.68212,"avg_inten_ch_4":3.01325,"convex_hull_area_ratio_ch_1":1.04403,"convex_hull_perim_ratio_ch_1":0.96332,"diff_inten_density_ch_1":79.09524,"diff_inten_density_ch_3":52.45055,"diff_inten_density_ch_4":7.67399,"entropy_inten_ch_1":6.6986,"entropy_inten_ch_3":4.35285,"entropy_inten_ch_4":2.37189,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":1.20849,"eq_ellipse_oblate_vol_ch_1":166.84297,"eq_ellipse_prolate_vol_ch_1":138.05941,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.00571,"fiber_align_2_ch_4":1,"fiber_length_ch_1":12.4463,"fiber_width_ch_1":12.4463,"inten_cooc_asm_ch_3":0.1193,"inten_cooc_asm_ch_4":0.23436,"inten_cooc_contrast_ch_3":6.1206,"inten_cooc_contrast_ch_4":5.97381,"inten_cooc_entropy_ch_3":5.01585,"inten_cooc_entropy_ch_4":3.66718,"inten_cooc_max_ch_3":0.36029,"inten_cooc_max_ch_4":0.47794,"kurt_inten_ch_1":-0.76877,"kurt_inten_ch_3":4.85696,"kurt_inten_ch_4":2.48177,"length_ch_1":16.09245,"neighbor_avg_dist_ch_1":180.58496,"neighbor_min_dist_ch_1":18.45699,"neighbor_var_dist_ch_1":76.67646,"perim_ch_1":49.78521,"shape_bfr_ch_1":0.70759,"shape_lwr_ch_1":1.15773,"shape_p_2_a_ch_1":1.18346,"skew_inten_ch_1":0.01978,"skew_inten_ch_3":1.95255,"skew_inten_ch_4":1.82567,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":18245,"total_inten_ch_2":44086,"total_inten_ch_3":6596,"total_inten_ch_4":455,"var_inten_ch_1":57.18238,"var_inten_ch_3":61.52073,"var_inten_ch_4":5.19167,"width_ch_1":13.89999}
{"case":"Test","class":"WS","angle_ch_1":64.55856,"area_ch_1":701,"avg_inten_ch_1":25.63827,"avg_inten_ch_2":91.0583,"avg_inten_ch_3":26.0299,"avg_inten_ch_4":94.65919,"convex_hull_area_ratio_ch_1":1.38215,"convex_hull_perim_ratio_ch_1":0.80387,"diff_inten_density_ch_1":37.53627,"diff_inten_density_ch_3":25.80848,"diff_inten_density_ch_4":61.1304,"entropy_inten_ch_1":5.82368,"entropy_inten_ch_3":4.97572,"entropy_inten_ch_4":6.60375,"eq_circ_diam_ch_1":29.88046,"eq_ellipse_lwr_ch_1":3.7804,"eq_ellipse_oblate_vol_ch_1":2751.88104,"eq_ellipse_prolate_vol_ch_1":727.93365,"eq_sphere_area_ch_1":2804.94558,"eq_sphere_vol_ch_1":13968.84417,"fiber_align_2_ch_3":1.65624,"fiber_align_2_ch_4":1.55371,"fiber_length_ch_1":82.33974,"fiber_width_ch_1":8.95238,"inten_cooc_asm_ch_3":0.09807,"inten_cooc_asm_ch_4":0.03823,"inten_cooc_contrast_ch_3":5.52052,"inten_cooc_contrast_ch_4":9.46027,"inten_cooc_entropy_ch_3":5.50291,"inten_cooc_entropy_ch_4":6.62828,"inten_cooc_max_ch_3":0.30906,"inten_cooc_max_ch_4":0.18391,"kurt_inten_ch_1":0.53722,"kurt_inten_ch_3":3.7968,"kurt_inten_ch_4":0.05885,"length_ch_1":65.45263,"neighbor_avg_dist_ch_1":213.27404,"neighbor_min_dist_ch_1":32.14827,"neighbor_var_dist_ch_1":119.82263,"perim_ch_1":182.58424,"shape_bfr_ch_1":0.44012,"shape_lwr_ch_1":2.68879,"shape_p_2_a_ch_1":3.59887,"skew_inten_ch_1":0.83357,"skew_inten_ch_3":1.94172,"skew_inten_ch_4":0.74948,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":9,"total_inten_ch_1":17152,"total_inten_ch_2":60250,"total_inten_ch_3":17414,"total_inten_ch_4":63327,"var_inten_ch_1":20.18985,"var_inten_ch_3":37.20744,"var_inten_ch_4":81.82555,"width_ch_1":24.3428}
{"case":"Test","class":"WS","angle_ch_1":17.59299,"area_ch_1":153,"avg_inten_ch_1":229.15753,"avg_inten_ch_2":693.83562,"avg_inten_ch_3":190.85616,"avg_inten_ch_4":425.07534,"convex_hull_area_ratio_ch_1":1.01639,"convex_hull_perim_ratio_ch_1":0.9866,"diff_inten_density_ch_1":81.04528,"diff_inten_density_ch_3":106.41887,"diff_inten_density_ch_4":263.1434,"entropy_inten_ch_1":6.70339,"entropy_inten_ch_3":6.21139,"entropy_inten_ch_4":6.87811,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.03021,"eq_ellipse_oblate_vol_ch_1":146.45823,"eq_ellipse_prolate_vol_ch_1":142.16343,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.50006,"fiber_align_2_ch_4":1.0373,"fiber_length_ch_1":11.87229,"fiber_width_ch_1":11.87229,"inten_cooc_asm_ch_3":0.0298,"inten_cooc_asm_ch_4":0.00955,"inten_cooc_contrast_ch_3":5.06314,"inten_cooc_contrast_ch_4":14.02199,"inten_cooc_entropy_ch_3":6.20937,"inten_cooc_entropy_ch_4":6.94372,"inten_cooc_max_ch_3":0.15152,"inten_cooc_max_ch_4":0.02273,"kurt_inten_ch_1":0.08315,"kurt_inten_ch_3":-0.55145,"kurt_inten_ch_4":-0.90802,"length_ch_1":14.90073,"neighbor_avg_dist_ch_1":195.79703,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":94.48369,"perim_ch_1":47.48918,"shape_bfr_ch_1":0.69146,"shape_lwr_ch_1":1.0032,"shape_p_2_a_ch_1":1.01044,"skew_inten_ch_1":-0.21655,"skew_inten_ch_3":0.62477,"skew_inten_ch_4":0.39051,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":33457,"total_inten_ch_2":101155,"total_inten_ch_3":27865,"total_inten_ch_4":62061,"var_inten_ch_1":74.69772,"var_inten_ch_3":160.89569,"var_inten_ch_4":272.34064,"width_ch_1":14.85315}
{"case":"Test","class":"PS","angle_ch_1":94.74749,"area_ch_1":470,"avg_inten_ch_1":20.66147,"avg_inten_ch_2":94.80401,"avg_inten_ch_3":35.53229,"avg_inten_ch_4":44.2049,"convex_hull_area_ratio_ch_1":1.19185,"convex_hull_perim_ratio_ch_1":0.83212,"diff_inten_density_ch_1":31.52048,"diff_inten_density_ch_3":24.13012,"diff_inten_density_ch_4":28.55181,"entropy_inten_ch_1":5.3616,"entropy_inten_ch_3":5.55438,"entropy_inten_ch_4":4.16349,"eq_circ_diam_ch_1":24.47921,"eq_ellipse_lwr_ch_1":2.31039,"eq_ellipse_oblate_vol_ch_1":1182.86114,"eq_ellipse_prolate_vol_ch_1":511.97453,"eq_sphere_area_ch_1":1882.54195,"eq_sphere_vol_ch_1":7680.52323,"fiber_align_2_ch_3":1.24302,"fiber_align_2_ch_4":1.56001,"fiber_length_ch_1":48.26961,"fiber_width_ch_1":10.13016,"inten_cooc_asm_ch_3":0.06411,"inten_cooc_asm_ch_4":0.25048,"inten_cooc_contrast_ch_3":4.57456,"inten_cooc_contrast_ch_4":1.43952,"inten_cooc_entropy_ch_3":5.89637,"inten_cooc_entropy_ch_4":3.84115,"inten_cooc_max_ch_3":0.24146,"inten_cooc_max_ch_4":0.49762,"kurt_inten_ch_1":2.13749,"kurt_inten_ch_3":0.63232,"kurt_inten_ch_4":1.3723,"length_ch_1":39.36443,"neighbor_avg_dist_ch_1":267.80736,"neighbor_min_dist_ch_1":22.36034,"neighbor_var_dist_ch_1":131.98719,"perim_ch_1":116.79953,"shape_bfr_ch_1":0.63932,"shape_lwr_ch_1":2.10496,"shape_p_2_a_ch_1":2.22014,"skew_inten_ch_1":1.28422,"skew_inten_ch_3":1.06026,"skew_inten_ch_4":1.5522,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":10,"total_inten_ch_1":9277,"total_inten_ch_2":42119,"total_inten_ch_3":15954,"total_inten_ch_4":19848,"var_inten_ch_1":20.38234,"var_inten_ch_3":37.20119,"var_inten_ch_4":67.63401,"width_ch_1":18.70081}
{"case":"Test","class":"WS","angle_ch_1":62.37654,"area_ch_1":177,"avg_inten_ch_1":286.10651,"avg_inten_ch_2":520.61538,"avg_inten_ch_3":23.04734,"avg_inten_ch_4":149.23669,"convex_hull_area_ratio_ch_1":1.03922,"convex_hull_perim_ratio_ch_1":0.9761,"diff_inten_density_ch_1":111.89836,"diff_inten_density_ch_3":20.6918,"diff_inten_density_ch_4":74.76393,"entropy_inten_ch_1":7.14789,"entropy_inten_ch_3":4.59131,"entropy_inten_ch_4":5.61463,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":2.00252,"eq_ellipse_oblate_vol_ch_1":254.29612,"eq_ellipse_prolate_vol_ch_1":126.98824,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.35496,"fiber_align_2_ch_4":1.0741,"fiber_length_ch_1":17.22786,"fiber_width_ch_1":10.86039,"inten_cooc_asm_ch_3":0.09678,"inten_cooc_asm_ch_4":0.07652,"inten_cooc_contrast_ch_3":5.71538,"inten_cooc_contrast_ch_4":2.98634,"inten_cooc_entropy_ch_3":5.32156,"inten_cooc_entropy_ch_4":5.51299,"inten_cooc_max_ch_3":0.3,"inten_cooc_max_ch_4":0.26452,"kurt_inten_ch_1":-0.88035,"kurt_inten_ch_3":-0.43127,"kurt_inten_ch_4":-1.13902,"length_ch_1":21.98206,"neighbor_avg_dist_ch_1":230.40693,"neighbor_min_dist_ch_1":19.42542,"neighbor_var_dist_ch_1":106.73772,"perim_ch_1":56.17649,"shape_bfr_ch_1":0.67609,"shape_lwr_ch_1":1.84424,"shape_p_2_a_ch_1":1.34221,"skew_inten_ch_1":-0.26648,"skew_inten_ch_3":0.82564,"skew_inten_ch_4":0.56515,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":48352,"total_inten_ch_2":87816,"total_inten_ch_3":3895,"total_inten_ch_4":25221,"var_inten_ch_1":140.20497,"var_inten_ch_3":25.03201,"var_inten_ch_4":151.22773,"width_ch_1":11.91928}
{"case":"Test","class":"PS","angle_ch_1":159.62263,"area_ch_1":648,"avg_inten_ch_1":167.05331,"avg_inten_ch_2":341.89338,"avg_inten_ch_3":125.83683,"avg_inten_ch_4":375.80775,"convex_hull_area_ratio_ch_1":1.26201,"convex_hull_perim_ratio_ch_1":0.80727,"diff_inten_density_ch_1":86.19274,"diff_inten_density_ch_3":101.19706,"diff_inten_density_ch_4":193.17113,"entropy_inten_ch_1":8.01878,"entropy_inten_ch_3":6.38725,"entropy_inten_ch_4":8.19292,"eq_circ_diam_ch_1":28.74217,"eq_ellipse_lwr_ch_1":1.81911,"eq_ellipse_oblate_vol_ch_1":1698.97583,"eq_ellipse_prolate_vol_ch_1":933.95908,"eq_sphere_area_ch_1":2595.30839,"eq_sphere_vol_ch_1":12432.46569,"fiber_align_2_ch_3":1.02984,"fiber_align_2_ch_4":1.1795,"fiber_length_ch_1":57.40836,"fiber_width_ch_1":11.68995,"inten_cooc_asm_ch_3":0.06349,"inten_cooc_asm_ch_4":0.00935,"inten_cooc_contrast_ch_3":4.89458,"inten_cooc_contrast_ch_4":8.2811,"inten_cooc_entropy_ch_3":5.96759,"inten_cooc_entropy_ch_4":7.31751,"inten_cooc_max_ch_3":0.23917,"inten_cooc_max_ch_4":0.05893,"kurt_inten_ch_1":-0.01472,"kurt_inten_ch_3":4.03935,"kurt_inten_ch_4":-0.70364,"length_ch_1":43.84669,"neighbor_avg_dist_ch_1":307.68044,"neighbor_min_dist_ch_1":49.92581,"neighbor_var_dist_ch_1":113.72895,"perim_ch_1":138.19663,"shape_bfr_ch_1":0.50434,"shape_lwr_ch_1":1.49439,"shape_p_2_a_ch_1":2.26462,"skew_inten_ch_1":0.72531,"skew_inten_ch_3":1.84879,"skew_inten_ch_4":0.27922,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":14,"total_inten_ch_1":103406,"total_inten_ch_2":211014,"total_inten_ch_3":77893,"total_inten_ch_4":232625,"var_inten_ch_1":109.75185,"var_inten_ch_3":162.88348,"var_inten_ch_4":259.50355,"width_ch_1":29.34086}
{"case":"Train","class":"WS","angle_ch_1":114.40338,"area_ch_1":198,"avg_inten_ch_1":156.75661,"avg_inten_ch_2":331.09524,"avg_inten_ch_3":203.02116,"avg_inten_ch_4":409.18519,"convex_hull_area_ratio_ch_1":1.01523,"convex_hull_perim_ratio_ch_1":0.97969,"diff_inten_density_ch_1":78.18732,"diff_inten_density_ch_3":114.37752,"diff_inten_density_ch_4":228.84438,"entropy_inten_ch_1":6.82529,"entropy_inten_ch_3":6.82293,"entropy_inten_ch_4":7.28571,"eq_circ_diam_ch_1":15.882,"eq_ellipse_lwr_ch_1":1.11008,"eq_ellipse_oblate_vol_ch_1":223.91898,"eq_ellipse_prolate_vol_ch_1":201.71473,"eq_sphere_area_ch_1":792.42857,"eq_sphere_vol_ch_1":2097.55811,"fiber_align_2_ch_3":1.45084,"fiber_align_2_ch_4":1.01584,"fiber_length_ch_1":13.47011,"fiber_width_ch_1":13.47011,"inten_cooc_asm_ch_3":0.01363,"inten_cooc_asm_ch_4":0.00882,"inten_cooc_contrast_ch_3":9.70788,"inten_cooc_contrast_ch_4":12.03307,"inten_cooc_entropy_ch_3":6.88485,"inten_cooc_entropy_ch_4":7.10545,"inten_cooc_max_ch_3":0.08046,"inten_cooc_max_ch_4":0.02874,"kurt_inten_ch_1":-0.58357,"kurt_inten_ch_3":-0.39663,"kurt_inten_ch_4":-0.68629,"length_ch_1":17.87843,"neighbor_avg_dist_ch_1":199.20023,"neighbor_min_dist_ch_1":34.94477,"neighbor_var_dist_ch_1":82.64224,"perim_ch_1":53.88045,"shape_bfr_ch_1":0.68824,"shape_lwr_ch_1":1.11045,"shape_p_2_a_ch_1":1.11878,"skew_inten_ch_1":0.58738,"skew_inten_ch_3":0.30992,"skew_inten_ch_4":0.16547,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":29627,"total_inten_ch_2":62389,"total_inten_ch_3":38371,"total_inten_ch_4":77336,"var_inten_ch_1":81.61209,"var_inten_ch_3":138.28775,"var_inten_ch_4":246.23504,"width_ch_1":16.1001}
{"case":"Train","class":"PS","angle_ch_1":79.55419,"area_ch_1":180,"avg_inten_ch_1":30.76744,"avg_inten_ch_2":18.15116,"avg_inten_ch_3":10.06395,"avg_inten_ch_4":14.72674,"convex_hull_area_ratio_ch_1":1.10373,"convex_hull_perim_ratio_ch_1":0.9083,"diff_inten_density_ch_1":47.76471,"diff_inten_density_ch_3":19.77124,"diff_inten_density_ch_4":22.35948,"entropy_inten_ch_1":5.80544,"entropy_inten_ch_3":4.30339,"entropy_inten_ch_4":4.90097,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":2.13771,"eq_ellipse_oblate_vol_ch_1":269.76693,"eq_ellipse_prolate_vol_ch_1":126.1943,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":24.98966,"fiber_width_ch_1":7.58152,"inten_cooc_asm_ch_3":0.0198,"inten_cooc_asm_ch_4":0.00665,"inten_cooc_contrast_ch_3":36.16295,"inten_cooc_contrast_ch_4":61.55833,"inten_cooc_entropy_ch_3":6.58803,"inten_cooc_entropy_ch_4":7.42492,"inten_cooc_max_ch_3":0.11333,"inten_cooc_max_ch_4":0.01923,"kurt_inten_ch_1":-0.1231,"kurt_inten_ch_3":-0.07204,"kurt_inten_ch_4":-0.29137,"length_ch_1":22.70739,"neighbor_avg_dist_ch_1":239.37297,"neighbor_min_dist_ch_1":28.11285,"neighbor_var_dist_ch_1":120.61514,"perim_ch_1":65.14236,"shape_bfr_ch_1":0.60168,"shape_lwr_ch_1":1.7208,"shape_p_2_a_ch_1":1.78237,"skew_inten_ch_1":0.48382,"skew_inten_ch_3":0.9047,"skew_inten_ch_4":0.38913,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":5292,"total_inten_ch_2":2951,"total_inten_ch_3":1731,"total_inten_ch_4":2533,"var_inten_ch_1":20.66633,"var_inten_ch_3":10.48928,"var_inten_ch_4":9.99539,"width_ch_1":13.19583}
{"case":"Train","class":"WS","angle_ch_1":71.53517,"area_ch_1":215,"avg_inten_ch_1":151.87379,"avg_inten_ch_2":296.4466,"avg_inten_ch_3":109.80583,"avg_inten_ch_4":243.79126,"convex_hull_area_ratio_ch_1":1.02093,"convex_hull_perim_ratio_ch_1":0.97778,"diff_inten_density_ch_1":62.04485,"diff_inten_density_ch_3":52.30343,"diff_inten_density_ch_4":127.42744,"entropy_inten_ch_1":6.9236,"entropy_inten_ch_3":6.65156,"entropy_inten_ch_4":7.28954,"eq_circ_diam_ch_1":16.58089,"eq_ellipse_lwr_ch_1":1.25383,"eq_ellipse_oblate_vol_ch_1":270.79612,"eq_ellipse_prolate_vol_ch_1":215.97443,"eq_sphere_area_ch_1":863.70522,"eq_sphere_vol_ch_1":2386.83351,"fiber_align_2_ch_3":1.48867,"fiber_align_2_ch_4":1.54108,"fiber_length_ch_1":14.19406,"fiber_width_ch_1":14.19406,"inten_cooc_asm_ch_3":0.00791,"inten_cooc_asm_ch_4":0.00909,"inten_cooc_contrast_ch_3":13.91755,"inten_cooc_contrast_ch_4":6.81234,"inten_cooc_entropy_ch_3":7.23572,"inten_cooc_entropy_ch_4":7.02913,"inten_cooc_max_ch_3":0.0266,"inten_cooc_max_ch_4":0.0266,"kurt_inten_ch_1":-0.37685,"kurt_inten_ch_3":0.25339,"kurt_inten_ch_4":0.31576,"length_ch_1":19.42542,"neighbor_avg_dist_ch_1":276.73705,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":126.65393,"perim_ch_1":56.77622,"shape_bfr_ch_1":0.68667,"shape_lwr_ch_1":1.2,"shape_p_2_a_ch_1":1.13827,"skew_inten_ch_1":-0.50799,"skew_inten_ch_3":0.58794,"skew_inten_ch_4":1.1115,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":31286,"total_inten_ch_2":60863,"total_inten_ch_3":22620,"total_inten_ch_4":50221,"var_inten_ch_1":59.25167,"var_inten_ch_3":48.78486,"var_inten_ch_4":190.99329,"width_ch_1":16.18785}
{"case":"Train","class":"PS","angle_ch_1":63.86932,"area_ch_1":161,"avg_inten_ch_1":24.04545,"avg_inten_ch_2":41.87662,"avg_inten_ch_3":49.44156,"avg_inten_ch_4":46.61039,"convex_hull_area_ratio_ch_1":1.22289,"convex_hull_perim_ratio_ch_1":0.92396,"diff_inten_density_ch_1":37.75093,"diff_inten_density_ch_3":37.11152,"diff_inten_density_ch_4":43.86989,"entropy_inten_ch_1":5.38604,"entropy_inten_ch_3":5.91526,"entropy_inten_ch_4":4.56008,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.62724,"eq_ellipse_oblate_vol_ch_1":199.40153,"eq_ellipse_prolate_vol_ch_1":122.53969,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.40404,"fiber_align_2_ch_4":1.76406,"fiber_length_ch_1":25.06627,"fiber_width_ch_1":6.94155,"inten_cooc_asm_ch_3":0.0216,"inten_cooc_asm_ch_4":0.12107,"inten_cooc_contrast_ch_3":8.55345,"inten_cooc_contrast_ch_4":5.31702,"inten_cooc_entropy_ch_3":6.52119,"inten_cooc_entropy_ch_4":5.06661,"inten_cooc_max_ch_3":0.12409,"inten_cooc_max_ch_4":0.35036,"kurt_inten_ch_1":0.29948,"kurt_inten_ch_3":-0.05609,"kurt_inten_ch_4":-0.29307,"length_ch_1":22.87506,"neighbor_avg_dist_ch_1":202.64318,"neighbor_min_dist_ch_1":33.90959,"neighbor_var_dist_ch_1":89.63274,"perim_ch_1":64.01565,"shape_bfr_ch_1":0.495,"shape_lwr_ch_1":1.60462,"shape_p_2_a_ch_1":1.87419,"skew_inten_ch_1":0.92697,"skew_inten_ch_3":0.83162,"skew_inten_ch_4":0.91899,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3703,"total_inten_ch_2":6296,"total_inten_ch_3":7614,"total_inten_ch_4":7178,"var_inten_ch_1":22.13194,"var_inten_ch_3":44.74894,"var_inten_ch_4":53.60102,"width_ch_1":14.25578}
{"case":"Train","class":"PS","angle_ch_1":99.20424,"area_ch_1":400,"avg_inten_ch_1":225.69372,"avg_inten_ch_2":257.87435,"avg_inten_ch_3":298.25916,"avg_inten_ch_4":258.23037,"convex_hull_area_ratio_ch_1":1.21581,"convex_hull_perim_ratio_ch_1":0.8241,"diff_inten_density_ch_1":139.01707,"diff_inten_density_ch_3":232.27169,"diff_inten_density_ch_4":159.73115,"entropy_inten_ch_1":7.81401,"entropy_inten_ch_3":6.10865,"entropy_inten_ch_4":6.9739,"eq_circ_diam_ch_1":22.57906,"eq_ellipse_lwr_ch_1":1.44029,"eq_ellipse_oblate_vol_ch_1":732.89455,"eq_ellipse_prolate_vol_ch_1":508.85225,"eq_sphere_area_ch_1":1601.62812,"eq_sphere_vol_ch_1":6027.21023,"fiber_align_2_ch_3":1.46224,"fiber_align_2_ch_4":1.06937,"fiber_length_ch_1":41.85249,"fiber_width_ch_1":9.98034,"inten_cooc_asm_ch_3":0.08445,"inten_cooc_asm_ch_4":0.03208,"inten_cooc_contrast_ch_3":4.38348,"inten_cooc_contrast_ch_4":6.91045,"inten_cooc_entropy_ch_3":5.55267,"inten_cooc_entropy_ch_4":6.44181,"inten_cooc_max_ch_3":0.27966,"inten_cooc_max_ch_4":0.16046,"kurt_inten_ch_1":0.85346,"kurt_inten_ch_3":2.7758,"kurt_inten_ch_4":0.24111,"length_ch_1":32.63955,"neighbor_avg_dist_ch_1":176.30816,"neighbor_min_dist_ch_1":22.66299,"neighbor_var_dist_ch_1":86.70108,"perim_ch_1":103.66566,"shape_bfr_ch_1":0.50695,"shape_lwr_ch_1":1.3488,"shape_p_2_a_ch_1":2.04734,"skew_inten_ch_1":0.89392,"skew_inten_ch_3":1.6882,"skew_inten_ch_4":0.93823,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":86215,"total_inten_ch_2":98127,"total_inten_ch_3":113935,"total_inten_ch_4":98644,"var_inten_ch_1":146.00833,"var_inten_ch_3":381.26211,"var_inten_ch_4":248.98337,"width_ch_1":24.19895}
{"case":"Test","class":"PS","angle_ch_1":91.0214,"area_ch_1":256,"avg_inten_ch_1":58.11837,"avg_inten_ch_2":97.33469,"avg_inten_ch_3":7.12653,"avg_inten_ch_4":0.56327,"convex_hull_area_ratio_ch_1":1.01603,"convex_hull_perim_ratio_ch_1":0.98748,"diff_inten_density_ch_1":51.27815,"diff_inten_density_ch_3":15.10596,"diff_inten_density_ch_4":2.30684,"entropy_inten_ch_1":6.33234,"entropy_inten_ch_3":3.05178,"entropy_inten_ch_4":0.37345,"eq_circ_diam_ch_1":18.08245,"eq_ellipse_lwr_ch_1":2.5458,"eq_ellipse_oblate_vol_ch_1":500.47528,"eq_ellipse_prolate_vol_ch_1":196.58878,"eq_sphere_area_ch_1":1027.22222,"eq_sphere_vol_ch_1":3095.78237,"fiber_align_2_ch_3":1.0102,"fiber_align_2_ch_4":1,"fiber_length_ch_1":24.51376,"fiber_width_ch_1":10.66839,"inten_cooc_asm_ch_3":0.205,"inten_cooc_asm_ch_4":0.88185,"inten_cooc_contrast_ch_3":6.08955,"inten_cooc_contrast_ch_4":0.05305,"inten_cooc_entropy_ch_3":4.18873,"inten_cooc_entropy_ch_4":0.42199,"inten_cooc_max_ch_3":0.45872,"inten_cooc_max_ch_4":0.94037,"kurt_inten_ch_1":0.16044,"kurt_inten_ch_3":4.10007,"kurt_inten_ch_4":45.20511,"length_ch_1":27.72972,"neighbor_avg_dist_ch_1":247.63464,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":118.11883,"perim_ch_1":70.3643,"shape_bfr_ch_1":0.87206,"shape_lwr_ch_1":2.61115,"shape_p_2_a_ch_1":1.50655,"skew_inten_ch_1":0.5654,"skew_inten_ch_3":2.07518,"skew_inten_ch_4":6.59539,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":14239,"total_inten_ch_2":23603,"total_inten_ch_3":1746,"total_inten_ch_4":138,"var_inten_ch_1":32.07679,"var_inten_ch_3":12.46793,"var_inten_ch_4":3.26407,"width_ch_1":10.61973}
{"case":"Train","class":"PS","angle_ch_1":88.89942,"area_ch_1":181,"avg_inten_ch_1":82.13873,"avg_inten_ch_2":92.63584,"avg_inten_ch_3":178.91908,"avg_inten_ch_4":89.91329,"convex_hull_area_ratio_ch_1":1.15118,"convex_hull_perim_ratio_ch_1":0.96354,"diff_inten_density_ch_1":60.76393,"diff_inten_density_ch_3":119.90492,"diff_inten_density_ch_4":73.03279,"entropy_inten_ch_1":6.57244,"entropy_inten_ch_3":6.7942,"entropy_inten_ch_4":6.17508,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":4.47872,"eq_ellipse_oblate_vol_ch_1":393.88341,"eq_ellipse_prolate_vol_ch_1":87.94552,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.71512,"fiber_align_2_ch_4":1.78293,"fiber_length_ch_1":31.21306,"fiber_width_ch_1":6.05309,"inten_cooc_asm_ch_3":0.00798,"inten_cooc_asm_ch_4":0.01724,"inten_cooc_contrast_ch_3":17.0904,"inten_cooc_contrast_ch_4":15.45133,"inten_cooc_entropy_ch_3":7.18966,"inten_cooc_entropy_ch_4":6.81399,"inten_cooc_max_ch_3":0.02454,"inten_cooc_max_ch_4":0.13497,"kurt_inten_ch_1":0.39517,"kurt_inten_ch_3":0.79411,"kurt_inten_ch_4":-1.35332,"length_ch_1":31.79123,"neighbor_avg_dist_ch_1":222.65862,"neighbor_min_dist_ch_1":10.68889,"neighbor_var_dist_ch_1":120.33096,"perim_ch_1":74.5323,"shape_bfr_ch_1":0.66922,"shape_lwr_ch_1":3.72993,"shape_p_2_a_ch_1":2.33972,"skew_inten_ch_1":0.69908,"skew_inten_ch_3":0.6879,"skew_inten_ch_4":0.04671,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":14210,"total_inten_ch_2":15854,"total_inten_ch_3":30953,"total_inten_ch_4":15555,"var_inten_ch_1":45.21744,"var_inten_ch_3":112.81062,"var_inten_ch_4":67.305,"width_ch_1":8.52327}
{"case":"Train","class":"PS","angle_ch_1":76.30028,"area_ch_1":670,"avg_inten_ch_1":51.01406,"avg_inten_ch_2":81.09375,"avg_inten_ch_3":117.025,"avg_inten_ch_4":49.28281,"convex_hull_area_ratio_ch_1":1.6107,"convex_hull_perim_ratio_ch_1":0.57401,"diff_inten_density_ch_1":57.05825,"diff_inten_density_ch_3":115.31068,"diff_inten_density_ch_4":42.63989,"entropy_inten_ch_1":6.76146,"entropy_inten_ch_3":7.44864,"entropy_inten_ch_4":5.6667,"eq_circ_diam_ch_1":29.22565,"eq_ellipse_lwr_ch_1":2.84567,"eq_ellipse_oblate_vol_ch_1":2234.00417,"eq_ellipse_prolate_vol_ch_1":785.05312,"eq_sphere_area_ch_1":2683.35601,"eq_sphere_vol_ch_1":13070.47157,"fiber_align_2_ch_3":1.44444,"fiber_align_2_ch_4":1.63257,"fiber_length_ch_1":116.26695,"fiber_width_ch_1":6.14846,"inten_cooc_asm_ch_3":0.00637,"inten_cooc_asm_ch_4":0.06542,"inten_cooc_contrast_ch_3":21.74965,"inten_cooc_contrast_ch_4":7.87398,"inten_cooc_entropy_ch_3":7.7683,"inten_cooc_entropy_ch_4":6.12273,"inten_cooc_max_ch_3":0.04586,"inten_cooc_max_ch_4":0.24691,"kurt_inten_ch_1":0.67251,"kurt_inten_ch_3":0.98942,"kurt_inten_ch_4":-0.35098,"length_ch_1":55.0933,"neighbor_avg_dist_ch_1":209.73918,"neighbor_min_dist_ch_1":40.95238,"neighbor_var_dist_ch_1":107.80671,"perim_ch_1":244.83083,"shape_bfr_ch_1":0.43457,"shape_lwr_ch_1":1.96627,"shape_p_2_a_ch_1":6.67263,"skew_inten_ch_1":0.91059,"skew_inten_ch_3":1.05437,"skew_inten_ch_4":0.73066,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":16,"total_inten_ch_1":32649,"total_inten_ch_2":51261,"total_inten_ch_3":74896,"total_inten_ch_4":31541,"var_inten_ch_1":37.51285,"var_inten_ch_3":94.37584,"var_inten_ch_4":49.44792,"width_ch_1":28.0192}
{"case":"Test","class":"PS","angle_ch_1":99.91016,"area_ch_1":200,"avg_inten_ch_1":38.72775,"avg_inten_ch_2":1.87958,"avg_inten_ch_3":104.79581,"avg_inten_ch_4":36.6178,"convex_hull_area_ratio_ch_1":1.78999,"convex_hull_perim_ratio_ch_1":0.8656,"diff_inten_density_ch_1":42.07121,"diff_inten_density_ch_3":90.13932,"diff_inten_density_ch_4":28.28793,"entropy_inten_ch_1":6.09703,"entropy_inten_ch_3":6.8638,"entropy_inten_ch_4":3.30023,"eq_circ_diam_ch_1":15.96581,"eq_ellipse_lwr_ch_1":3.58895,"eq_ellipse_oblate_vol_ch_1":409.03007,"eq_ellipse_prolate_vol_ch_1":113.96932,"eq_sphere_area_ch_1":800.81406,"eq_sphere_vol_ch_1":2130.94061,"fiber_align_2_ch_3":1.89632,"fiber_align_2_ch_4":1.5242,"fiber_length_ch_1":45.64691,"fiber_width_ch_1":4.70166,"inten_cooc_asm_ch_3":0.00809,"inten_cooc_asm_ch_4":0.2833,"inten_cooc_contrast_ch_3":23.70864,"inten_cooc_contrast_ch_4":1.81166,"inten_cooc_entropy_ch_3":7.22709,"inten_cooc_entropy_ch_4":3.52666,"inten_cooc_max_ch_3":0.03571,"inten_cooc_max_ch_4":0.53571,"kurt_inten_ch_1":1.54482,"kurt_inten_ch_3":1.5995,"kurt_inten_ch_4":-0.25234,"length_ch_1":36.05214,"neighbor_avg_dist_ch_1":272.22652,"neighbor_min_dist_ch_1":54.60851,"neighbor_var_dist_ch_1":128.23304,"perim_ch_1":100.69713,"shape_bfr_ch_1":0.38372,"shape_lwr_ch_1":2.49119,"shape_p_2_a_ch_1":3.75975,"skew_inten_ch_1":1.10018,"skew_inten_ch_3":1.29198,"skew_inten_ch_4":1.15495,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7397,"total_inten_ch_2":169,"total_inten_ch_3":20016,"total_inten_ch_4":6994,"var_inten_ch_1":27.76998,"var_inten_ch_3":74.6056,"var_inten_ch_4":55.40697,"width_ch_1":14.47187}
{"case":"Test","class":"PS","angle_ch_1":46.56657,"area_ch_1":216,"avg_inten_ch_1":30.17874,"avg_inten_ch_2":78.52657,"avg_inten_ch_3":50.70531,"avg_inten_ch_4":51.63285,"convex_hull_area_ratio_ch_1":1.21107,"convex_hull_perim_ratio_ch_1":0.89627,"diff_inten_density_ch_1":46.65147,"diff_inten_density_ch_3":40.62466,"diff_inten_density_ch_4":50.10992,"entropy_inten_ch_1":5.73635,"entropy_inten_ch_3":6.16805,"entropy_inten_ch_4":5.35423,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":1.93858,"eq_ellipse_oblate_vol_ch_1":339.17076,"eq_ellipse_prolate_vol_ch_1":174.95877,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.85213,"fiber_align_2_ch_4":1.37684,"fiber_length_ch_1":27.50744,"fiber_width_ch_1":8.25938,"inten_cooc_asm_ch_3":0.00834,"inten_cooc_asm_ch_4":0.05603,"inten_cooc_contrast_ch_3":18.99549,"inten_cooc_contrast_ch_4":11.12644,"inten_cooc_entropy_ch_3":7.23031,"inten_cooc_entropy_ch_4":6.08663,"inten_cooc_max_ch_3":0.04278,"inten_cooc_max_ch_4":0.22995,"kurt_inten_ch_1":-0.54521,"kurt_inten_ch_3":-0.94289,"kurt_inten_ch_4":-0.57133,"length_ch_1":25.34831,"neighbor_avg_dist_ch_1":205.52553,"neighbor_min_dist_ch_1":34.80952,"neighbor_var_dist_ch_1":111.0988,"perim_ch_1":71.53363,"shape_bfr_ch_1":0.53104,"shape_lwr_ch_1":1.5726,"shape_p_2_a_ch_1":1.7923,"skew_inten_ch_1":0.47491,"skew_inten_ch_3":0.04425,"skew_inten_ch_4":0.622,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6247,"total_inten_ch_2":16049,"total_inten_ch_3":10496,"total_inten_ch_4":10688,"var_inten_ch_1":20.76535,"var_inten_ch_3":32.2551,"var_inten_ch_4":48.76653,"width_ch_1":16.1187}
{"case":"Test","class":"PS","angle_ch_1":120.88063,"area_ch_1":400,"avg_inten_ch_1":173.09686,"avg_inten_ch_2":277.47382,"avg_inten_ch_3":27.5,"avg_inten_ch_4":22.35079,"convex_hull_area_ratio_ch_1":1.36397,"convex_hull_perim_ratio_ch_1":0.84898,"diff_inten_density_ch_1":101.40936,"diff_inten_density_ch_3":21.13743,"diff_inten_density_ch_4":24.88304,"entropy_inten_ch_1":7.75839,"entropy_inten_ch_3":5.78637,"entropy_inten_ch_4":5.38533,"eq_circ_diam_ch_1":22.57906,"eq_ellipse_lwr_ch_1":3.97255,"eq_ellipse_oblate_vol_ch_1":1217.17087,"eq_ellipse_prolate_vol_ch_1":306.39497,"eq_sphere_area_ch_1":1601.62812,"eq_sphere_vol_ch_1":6027.21023,"fiber_align_2_ch_3":1.56564,"fiber_align_2_ch_4":1.86242,"fiber_length_ch_1":59.07205,"fiber_width_ch_1":7.23963,"inten_cooc_asm_ch_3":0.00991,"inten_cooc_asm_ch_4":0.01895,"inten_cooc_contrast_ch_3":14.10317,"inten_cooc_contrast_ch_4":14.51785,"inten_cooc_entropy_ch_3":7.35942,"inten_cooc_entropy_ch_4":7.03411,"inten_cooc_max_ch_3":0.06805,"inten_cooc_max_ch_4":0.11538,"kurt_inten_ch_1":-0.33413,"kurt_inten_ch_3":-0.47513,"kurt_inten_ch_4":7.03465,"length_ch_1":51.44518,"neighbor_avg_dist_ch_1":215.23553,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":94.31239,"perim_ch_1":132.62337,"shape_bfr_ch_1":0.47156,"shape_lwr_ch_1":3.11691,"shape_p_2_a_ch_1":3.27287,"skew_inten_ch_1":0.58464,"skew_inten_ch_3":0.4461,"skew_inten_ch_4":2.22448,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":14,"total_inten_ch_1":66123,"total_inten_ch_2":105614,"total_inten_ch_3":10505,"total_inten_ch_4":8538,"var_inten_ch_1":114.86531,"var_inten_ch_3":19.61778,"var_inten_ch_4":24.54801,"width_ch_1":16.50519}
{"case":"Test","class":"WS","angle_ch_1":76.76704,"area_ch_1":676,"avg_inten_ch_1":218.97364,"avg_inten_ch_2":189.34884,"avg_inten_ch_3":156.93488,"avg_inten_ch_4":313.02636,"convex_hull_area_ratio_ch_1":1.0828,"convex_hull_perim_ratio_ch_1":0.92288,"diff_inten_density_ch_1":105.68679,"diff_inten_density_ch_3":109.19576,"diff_inten_density_ch_4":176.07504,"entropy_inten_ch_1":8.16948,"entropy_inten_ch_3":6.32275,"entropy_inten_ch_4":7.09615,"eq_circ_diam_ch_1":29.33959,"eq_ellipse_lwr_ch_1":1.33436,"eq_ellipse_oblate_vol_ch_1":1547.73883,"eq_ellipse_prolate_vol_ch_1":1159.91073,"eq_sphere_area_ch_1":2704.31973,"eq_sphere_vol_ch_1":13223.93993,"fiber_align_2_ch_3":1.43966,"fiber_align_2_ch_4":1.44229,"fiber_length_ch_1":36.34665,"fiber_width_ch_1":19.06951,"inten_cooc_asm_ch_3":0.08922,"inten_cooc_asm_ch_4":0.05287,"inten_cooc_contrast_ch_3":3.84401,"inten_cooc_contrast_ch_4":6.48077,"inten_cooc_entropy_ch_3":5.62486,"inten_cooc_entropy_ch_4":6.189,"inten_cooc_max_ch_3":0.28964,"inten_cooc_max_ch_4":0.21521,"kurt_inten_ch_1":0.06243,"kurt_inten_ch_3":7.25353,"kurt_inten_ch_4":1.41114,"length_ch_1":36.05367,"neighbor_avg_dist_ch_1":174.12886,"neighbor_min_dist_ch_1":47.9554,"neighbor_var_dist_ch_1":94.6476,"perim_ch_1":110.83233,"shape_bfr_ch_1":0.67062,"shape_lwr_ch_1":1.28937,"shape_p_2_a_ch_1":1.41032,"skew_inten_ch_1":0.43125,"skew_inten_ch_3":2.46686,"skew_inten_ch_4":1.14839,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":10,"total_inten_ch_1":141238,"total_inten_ch_2":121486,"total_inten_ch_3":101223,"total_inten_ch_4":201902,"var_inten_ch_1":109.77936,"var_inten_ch_3":227.78183,"var_inten_ch_4":299.99735,"width_ch_1":27.96231}
{"case":"Test","class":"PS","angle_ch_1":170.10485,"area_ch_1":202,"avg_inten_ch_1":27.01036,"avg_inten_ch_2":1.89637,"avg_inten_ch_3":67.1658,"avg_inten_ch_4":21.66321,"convex_hull_area_ratio_ch_1":1.33091,"convex_hull_perim_ratio_ch_1":0.82849,"diff_inten_density_ch_1":33.85546,"diff_inten_density_ch_3":57.34808,"diff_inten_density_ch_4":22.65782,"entropy_inten_ch_1":5.63963,"entropy_inten_ch_3":6.33691,"entropy_inten_ch_4":3.78144,"eq_circ_diam_ch_1":16.04918,"eq_ellipse_lwr_ch_1":2.08633,"eq_ellipse_oblate_vol_ch_1":316.77349,"eq_ellipse_prolate_vol_ch_1":151.83301,"eq_sphere_area_ch_1":809.19955,"eq_sphere_vol_ch_1":2164.49835,"fiber_align_2_ch_3":1.44133,"fiber_align_2_ch_4":1.18659,"fiber_length_ch_1":33.32293,"fiber_width_ch_1":6.48768,"inten_cooc_asm_ch_3":0.00886,"inten_cooc_asm_ch_4":0.19724,"inten_cooc_contrast_ch_3":14.81711,"inten_cooc_contrast_ch_4":3.29774,"inten_cooc_entropy_ch_3":7.1427,"inten_cooc_entropy_ch_4":4.29772,"inten_cooc_max_ch_3":0.04142,"inten_cooc_max_ch_4":0.44706,"kurt_inten_ch_1":-0.43207,"kurt_inten_ch_3":0.54511,"kurt_inten_ch_4":1.88569,"length_ch_1":25.6134,"neighbor_avg_dist_ch_1":206.61156,"neighbor_min_dist_ch_1":28.9758,"neighbor_var_dist_ch_1":106.77452,"perim_ch_1":79.62121,"shape_bfr_ch_1":0.50866,"shape_lwr_ch_1":1.64954,"shape_p_2_a_ch_1":2.33353,"skew_inten_ch_1":0.49785,"skew_inten_ch_3":0.94173,"skew_inten_ch_4":1.55814,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5213,"total_inten_ch_2":174,"total_inten_ch_3":12963,"total_inten_ch_4":4181,"var_inten_ch_1":19.58084,"var_inten_ch_3":56.50011,"var_inten_ch_4":31.54264,"width_ch_1":15.52761}
{"case":"Train","class":"PS","angle_ch_1":146.3504,"area_ch_1":176,"avg_inten_ch_1":41.6131,"avg_inten_ch_2":168.52976,"avg_inten_ch_3":69.51786,"avg_inten_ch_4":59.42857,"convex_hull_area_ratio_ch_1":1.11608,"convex_hull_perim_ratio_ch_1":0.9234,"diff_inten_density_ch_1":47.8495,"diff_inten_density_ch_3":48.08361,"diff_inten_density_ch_4":42.27759,"entropy_inten_ch_1":6.04526,"entropy_inten_ch_3":5.64738,"entropy_inten_ch_4":4.84812,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":2.39112,"eq_ellipse_oblate_vol_ch_1":275.41398,"eq_ellipse_prolate_vol_ch_1":115.18209,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.18495,"fiber_align_2_ch_4":1.38891,"fiber_length_ch_1":22.8845,"fiber_width_ch_1":8.18734,"inten_cooc_asm_ch_3":0.03357,"inten_cooc_asm_ch_4":0.08697,"inten_cooc_contrast_ch_3":10.76548,"inten_cooc_contrast_ch_4":3.84057,"inten_cooc_entropy_ch_3":6.35081,"inten_cooc_entropy_ch_4":5.21176,"inten_cooc_max_ch_3":0.16892,"inten_cooc_max_ch_4":0.29054,"kurt_inten_ch_1":-0.30543,"kurt_inten_ch_3":-1.27601,"kurt_inten_ch_4":-0.3057,"length_ch_1":22.71569,"neighbor_avg_dist_ch_1":191.39759,"neighbor_min_dist_ch_1":19.77305,"neighbor_var_dist_ch_1":82.18786,"perim_ch_1":62.14369,"shape_bfr_ch_1":0.69969,"shape_lwr_ch_1":2.05026,"shape_p_2_a_ch_1":1.6402,"skew_inten_ch_1":0.50699,"skew_inten_ch_3":0.02965,"skew_inten_ch_4":0.93822,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":6991,"total_inten_ch_2":28146,"total_inten_ch_3":11679,"total_inten_ch_4":9984,"var_inten_ch_1":29.07603,"var_inten_ch_3":53.6148,"var_inten_ch_4":67.95662,"width_ch_1":11.07941}
{"case":"Test","class":"WS","angle_ch_1":106.35451,"area_ch_1":417,"avg_inten_ch_1":216.31407,"avg_inten_ch_2":487.04271,"avg_inten_ch_3":323.10804,"avg_inten_ch_4":409.6809,"convex_hull_area_ratio_ch_1":1.2393,"convex_hull_perim_ratio_ch_1":0.85225,"diff_inten_density_ch_1":91.67211,"diff_inten_density_ch_3":143.4,"diff_inten_density_ch_4":153.72381,"entropy_inten_ch_1":7.83519,"entropy_inten_ch_3":8.0128,"entropy_inten_ch_4":7.97887,"eq_circ_diam_ch_1":23.04707,"eq_ellipse_lwr_ch_1":1.88122,"eq_ellipse_oblate_vol_ch_1":890.77091,"eq_ellipse_prolate_vol_ch_1":473.50688,"eq_sphere_area_ch_1":1668.71202,"eq_sphere_vol_ch_1":6409.82103,"fiber_align_2_ch_3":1.38104,"fiber_align_2_ch_4":1.32796,"fiber_length_ch_1":41.59266,"fiber_width_ch_1":10.45221,"inten_cooc_asm_ch_3":0.00821,"inten_cooc_asm_ch_4":0.00694,"inten_cooc_contrast_ch_3":7.27505,"inten_cooc_contrast_ch_4":13.61628,"inten_cooc_entropy_ch_3":7.30082,"inten_cooc_entropy_ch_4":7.49923,"inten_cooc_max_ch_3":0.03523,"inten_cooc_max_ch_4":0.02732,"kurt_inten_ch_1":-0.64617,"kurt_inten_ch_3":-0.54725,"kurt_inten_ch_4":-0.25353,"length_ch_1":32.23683,"neighbor_avg_dist_ch_1":181.43814,"neighbor_min_dist_ch_1":31.7876,"neighbor_var_dist_ch_1":83.1068,"perim_ch_1":104.08974,"shape_bfr_ch_1":0.56422,"shape_lwr_ch_1":1.40549,"shape_p_2_a_ch_1":1.98326,"skew_inten_ch_1":-0.01394,"skew_inten_ch_3":0.31154,"skew_inten_ch_4":-0.24907,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":86093,"total_inten_ch_2":193446,"total_inten_ch_3":128597,"total_inten_ch_4":163053,"var_inten_ch_1":107.80116,"var_inten_ch_3":195.53563,"var_inten_ch_4":171.01709,"width_ch_1":22.93634}
{"case":"Train","class":"PS","angle_ch_1":112.32135,"area_ch_1":171,"avg_inten_ch_1":30.7439,"avg_inten_ch_2":153.35366,"avg_inten_ch_3":70.65244,"avg_inten_ch_4":31.5122,"convex_hull_area_ratio_ch_1":1.22837,"convex_hull_perim_ratio_ch_1":0.89827,"diff_inten_density_ch_1":43.52632,"diff_inten_density_ch_3":49.94035,"diff_inten_density_ch_4":39.15439,"entropy_inten_ch_1":5.78373,"entropy_inten_ch_3":4.83368,"entropy_inten_ch_4":3.52565,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":2.70787,"eq_ellipse_oblate_vol_ch_1":282.68385,"eq_ellipse_prolate_vol_ch_1":104.39355,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.50486,"fiber_align_2_ch_4":1.88459,"fiber_length_ch_1":30.19723,"fiber_width_ch_1":6.11787,"inten_cooc_asm_ch_3":0.1341,"inten_cooc_asm_ch_4":0.22776,"inten_cooc_contrast_ch_3":6.50177,"inten_cooc_contrast_ch_4":3.38983,"inten_cooc_entropy_ch_3":4.99513,"inten_cooc_entropy_ch_4":3.95726,"inten_cooc_max_ch_3":0.36232,"inten_cooc_max_ch_4":0.47619,"kurt_inten_ch_1":-0.17492,"kurt_inten_ch_3":-1.1517,"kurt_inten_ch_4":0.54251,"length_ch_1":27.73519,"neighbor_avg_dist_ch_1":276.48254,"neighbor_min_dist_ch_1":40.77282,"neighbor_var_dist_ch_1":133.6971,"perim_ch_1":72.6302,"shape_bfr_ch_1":0.52286,"shape_lwr_ch_1":2.33973,"shape_p_2_a_ch_1":2.27224,"skew_inten_ch_1":0.6154,"skew_inten_ch_3":0.38228,"skew_inten_ch_4":1.35863,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5042,"total_inten_ch_2":24987,"total_inten_ch_3":11587,"total_inten_ch_4":5168,"var_inten_ch_1":22.3087,"var_inten_ch_3":68.13156,"var_inten_ch_4":47.65175,"width_ch_1":11.85403}
{"case":"Train","class":"WS","angle_ch_1":147.3523,"area_ch_1":312,"avg_inten_ch_1":325.71812,"avg_inten_ch_2":236.42953,"avg_inten_ch_3":299.80872,"avg_inten_ch_4":98.57047,"convex_hull_area_ratio_ch_1":1.1401,"convex_hull_perim_ratio_ch_1":0.93753,"diff_inten_density_ch_1":155.10545,"diff_inten_density_ch_3":189.87636,"diff_inten_density_ch_4":77.45091,"entropy_inten_ch_1":7.8432,"entropy_inten_ch_3":4.31314,"entropy_inten_ch_4":6.28918,"eq_circ_diam_ch_1":19.94263,"eq_ellipse_lwr_ch_1":1.65933,"eq_ellipse_oblate_vol_ch_1":542.01692,"eq_ellipse_prolate_vol_ch_1":326.64728,"eq_sphere_area_ch_1":1249.43764,"eq_sphere_vol_ch_1":4152.84471,"fiber_align_2_ch_3":1.57309,"fiber_align_2_ch_4":1.56177,"fiber_length_ch_1":27.95709,"fiber_width_ch_1":11.64147,"inten_cooc_asm_ch_3":0.26819,"inten_cooc_asm_ch_4":0.02643,"inten_cooc_contrast_ch_3":1.38988,"inten_cooc_contrast_ch_4":9.18453,"inten_cooc_entropy_ch_3":3.7953,"inten_cooc_entropy_ch_4":6.67648,"inten_cooc_max_ch_3":0.51825,"inten_cooc_max_ch_4":0.14964,"kurt_inten_ch_1":-0.27417,"kurt_inten_ch_3":0.38267,"kurt_inten_ch_4":0.26494,"length_ch_1":27.86935,"neighbor_avg_dist_ch_1":173.59154,"neighbor_min_dist_ch_1":23.34645,"neighbor_var_dist_ch_1":87.8807,"perim_ch_1":79.19713,"shape_bfr_ch_1":0.60079,"shape_lwr_ch_1":1.4939,"shape_p_2_a_ch_1":1.53358,"skew_inten_ch_1":0.58948,"skew_inten_ch_3":1.26477,"skew_inten_ch_4":0.82907,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":97064,"total_inten_ch_2":70159,"total_inten_ch_3":89343,"total_inten_ch_4":29374,"var_inten_ch_1":194.19785,"var_inten_ch_3":433.14278,"var_inten_ch_4":89.78062,"width_ch_1":18.65539}
{"case":"Test","class":"WS","angle_ch_1":29.01485,"area_ch_1":384,"avg_inten_ch_1":341.03815,"avg_inten_ch_2":336.23978,"avg_inten_ch_3":374.77657,"avg_inten_ch_4":142.50954,"convex_hull_area_ratio_ch_1":1.1232,"convex_hull_perim_ratio_ch_1":0.9386,"diff_inten_density_ch_1":168.91801,"diff_inten_density_ch_3":282.74231,"diff_inten_density_ch_4":91.51245,"entropy_inten_ch_1":7.95479,"entropy_inten_ch_3":5.36668,"entropy_inten_ch_4":7.14795,"eq_circ_diam_ch_1":22.13132,"eq_ellipse_lwr_ch_1":2.10205,"eq_ellipse_oblate_vol_ch_1":833.76287,"eq_ellipse_prolate_vol_ch_1":396.64204,"eq_sphere_area_ch_1":1538.73696,"eq_sphere_vol_ch_1":5675.71255,"fiber_align_2_ch_3":1.65774,"fiber_align_2_ch_4":1.02494,"fiber_length_ch_1":30.33662,"fiber_width_ch_1":13.18153,"inten_cooc_asm_ch_3":0.1518,"inten_cooc_asm_ch_4":0.01454,"inten_cooc_contrast_ch_3":2.64142,"inten_cooc_contrast_ch_4":8.08025,"inten_cooc_entropy_ch_3":4.7539,"inten_cooc_entropy_ch_4":7.00029,"inten_cooc_max_ch_3":0.38348,"inten_cooc_max_ch_4":0.0944,"kurt_inten_ch_1":2.42665,"kurt_inten_ch_3":3.21027,"kurt_inten_ch_4":-0.43407,"length_ch_1":31.22355,"neighbor_avg_dist_ch_1":191.99817,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":95.56192,"perim_ch_1":87.03629,"shape_bfr_ch_1":0.68861,"shape_lwr_ch_1":1.74514,"shape_p_2_a_ch_1":1.50749,"skew_inten_ch_1":1.35055,"skew_inten_ch_3":2.02124,"skew_inten_ch_4":0.66237,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":125161,"total_inten_ch_2":123034,"total_inten_ch_3":137543,"total_inten_ch_4":52301,"var_inten_ch_1":206.56592,"var_inten_ch_3":629.13742,"var_inten_ch_4":117.45957,"width_ch_1":17.89168}
{"case":"Test","class":"WS","angle_ch_1":44.63374,"area_ch_1":581,"avg_inten_ch_1":25.09189,"avg_inten_ch_2":96.83964,"avg_inten_ch_3":17.87928,"avg_inten_ch_4":77.16036,"convex_hull_area_ratio_ch_1":1.12244,"convex_hull_perim_ratio_ch_1":0.91378,"diff_inten_density_ch_1":40.85029,"diff_inten_density_ch_3":19.02687,"diff_inten_density_ch_4":50.1382,"entropy_inten_ch_1":5.7794,"entropy_inten_ch_3":4.7021,"entropy_inten_ch_4":6.0205,"eq_circ_diam_ch_1":27.21578,"eq_ellipse_lwr_ch_1":1.70744,"eq_ellipse_oblate_vol_ch_1":1397.44147,"eq_ellipse_prolate_vol_ch_1":818.44297,"eq_sphere_area_ch_1":2326.97279,"eq_sphere_vol_ch_1":10555.06156,"fiber_align_2_ch_3":1.45489,"fiber_align_2_ch_4":1.15834,"fiber_length_ch_1":44.49646,"fiber_width_ch_1":13.51561,"inten_cooc_asm_ch_3":0.08883,"inten_cooc_asm_ch_4":0.07927,"inten_cooc_contrast_ch_3":8.74964,"inten_cooc_contrast_ch_4":7.79098,"inten_cooc_entropy_ch_3":5.71266,"inten_cooc_entropy_ch_4":6.07201,"inten_cooc_max_ch_3":0.29038,"inten_cooc_max_ch_4":0.27692,"kurt_inten_ch_1":-0.39895,"kurt_inten_ch_3":3.50405,"kurt_inten_ch_4":-0.7541,"length_ch_1":41.29628,"neighbor_avg_dist_ch_1":186.23097,"neighbor_min_dist_ch_1":33.15942,"neighbor_var_dist_ch_1":99.48153,"perim_ch_1":116.02414,"shape_bfr_ch_1":0.59002,"shape_lwr_ch_1":1.72963,"shape_p_2_a_ch_1":1.78124,"skew_inten_ch_1":0.4966,"skew_inten_ch_3":1.83627,"skew_inten_ch_4":0.42567,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":13926,"total_inten_ch_2":53192,"total_inten_ch_3":9923,"total_inten_ch_4":42824,"var_inten_ch_1":18.18971,"var_inten_ch_3":24.06197,"var_inten_ch_4":67.91387,"width_ch_1":23.87574}
{"case":"Test","class":"PS","angle_ch_1":35.45241,"area_ch_1":194,"avg_inten_ch_1":70.00538,"avg_inten_ch_2":220.58065,"avg_inten_ch_3":29.99462,"avg_inten_ch_4":125.1129,"convex_hull_area_ratio_ch_1":1.04922,"convex_hull_perim_ratio_ch_1":0.9636,"diff_inten_density_ch_1":49.55294,"diff_inten_density_ch_3":28.05294,"diff_inten_density_ch_4":67.39412,"entropy_inten_ch_1":6.25396,"entropy_inten_ch_3":5.2663,"entropy_inten_ch_4":6.74005,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":1.60256,"eq_ellipse_oblate_vol_ch_1":262.66281,"eq_ellipse_prolate_vol_ch_1":163.90166,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.82163,"fiber_align_2_ch_4":1.63526,"fiber_length_ch_1":15.57507,"fiber_width_ch_1":12.9887,"inten_cooc_asm_ch_3":0.03755,"inten_cooc_asm_ch_4":0.01003,"inten_cooc_contrast_ch_3":14.12059,"inten_cooc_contrast_ch_4":9.00882,"inten_cooc_entropy_ch_3":6.40837,"inten_cooc_entropy_ch_4":7.00161,"inten_cooc_max_ch_3":0.17647,"inten_cooc_max_ch_4":0.04706,"kurt_inten_ch_1":-0.31498,"kurt_inten_ch_3":0.81826,"kurt_inten_ch_4":-0.90768,"length_ch_1":21.06376,"neighbor_avg_dist_ch_1":195.32268,"neighbor_min_dist_ch_1":22.54707,"neighbor_var_dist_ch_1":94.04342,"perim_ch_1":57.12754,"shape_bfr_ch_1":0.66471,"shape_lwr_ch_1":1.5127,"shape_p_2_a_ch_1":1.28376,"skew_inten_ch_1":0.03136,"skew_inten_ch_3":0.92925,"skew_inten_ch_4":0.09871,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":13021,"total_inten_ch_2":40843,"total_inten_ch_3":5579,"total_inten_ch_4":23271,"var_inten_ch_1":29.82755,"var_inten_ch_3":27.07566,"var_inten_ch_4":79.63845,"width_ch_1":13.92461}
{"case":"Test","class":"WS","angle_ch_1":126.88979,"area_ch_1":290,"avg_inten_ch_1":500.9639,"avg_inten_ch_2":318.54513,"avg_inten_ch_3":45.83032,"avg_inten_ch_4":239.38267,"convex_hull_area_ratio_ch_1":1.02265,"convex_hull_perim_ratio_ch_1":0.96812,"diff_inten_density_ch_1":143.45736,"diff_inten_density_ch_3":24.62791,"diff_inten_density_ch_4":93.52713,"entropy_inten_ch_1":7.62889,"entropy_inten_ch_3":5.66536,"entropy_inten_ch_4":7.39512,"eq_circ_diam_ch_1":19.22711,"eq_ellipse_lwr_ch_1":1.29471,"eq_ellipse_oblate_vol_ch_1":429.06905,"eq_ellipse_prolate_vol_ch_1":331.40207,"eq_sphere_area_ch_1":1161.39002,"eq_sphere_vol_ch_1":3721.69646,"fiber_align_2_ch_3":1.3714,"fiber_align_2_ch_4":1.38675,"fiber_length_ch_1":16.45371,"fiber_width_ch_1":16.45371,"inten_cooc_asm_ch_3":0.0119,"inten_cooc_asm_ch_4":0.00705,"inten_cooc_contrast_ch_3":36.10317,"inten_cooc_contrast_ch_4":15.61574,"inten_cooc_entropy_ch_3":7.50891,"inten_cooc_entropy_ch_4":7.45538,"inten_cooc_max_ch_3":0.0888,"inten_cooc_max_ch_4":0.02724,"kurt_inten_ch_1":-0.6729,"kurt_inten_ch_3":5.5706,"kurt_inten_ch_4":1.10103,"length_ch_1":22.93269,"neighbor_avg_dist_ch_1":198.01111,"neighbor_min_dist_ch_1":52.77338,"neighbor_var_dist_ch_1":77.86992,"perim_ch_1":65.81485,"shape_bfr_ch_1":0.69474,"shape_lwr_ch_1":1.25838,"shape_p_2_a_ch_1":1.14582,"skew_inten_ch_1":-0.54813,"skew_inten_ch_3":1.63962,"skew_inten_ch_4":0.5905,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":138767,"total_inten_ch_2":87961,"total_inten_ch_3":12695,"total_inten_ch_4":66309,"var_inten_ch_1":200.14969,"var_inten_ch_3":18.26609,"var_inten_ch_4":89.52376,"width_ch_1":18.22395}
{"case":"Train","class":"PS","angle_ch_1":168.23148,"area_ch_1":341,"avg_inten_ch_1":39.79755,"avg_inten_ch_2":291.98466,"avg_inten_ch_3":28.84356,"avg_inten_ch_4":54.43865,"convex_hull_area_ratio_ch_1":1.14539,"convex_hull_perim_ratio_ch_1":0.91938,"diff_inten_density_ch_1":44.53897,"diff_inten_density_ch_3":25.6335,"diff_inten_density_ch_4":47.0199,"entropy_inten_ch_1":6.22094,"entropy_inten_ch_3":4.33452,"entropy_inten_ch_4":3.8662,"eq_circ_diam_ch_1":20.8585,"eq_ellipse_lwr_ch_1":1.79405,"eq_ellipse_oblate_vol_ch_1":644.86038,"eq_ellipse_prolate_vol_ch_1":359.44314,"eq_sphere_area_ch_1":1366.83447,"eq_sphere_vol_ch_1":4751.68558,"fiber_align_2_ch_3":1.4889,"fiber_align_2_ch_4":1.56008,"fiber_length_ch_1":30.52643,"fiber_width_ch_1":11.63166,"inten_cooc_asm_ch_3":0.19122,"inten_cooc_asm_ch_4":0.30248,"inten_cooc_contrast_ch_3":3.64569,"inten_cooc_contrast_ch_4":2.1187,"inten_cooc_entropy_ch_3":4.51716,"inten_cooc_entropy_ch_4":3.61896,"inten_cooc_max_ch_3":0.43564,"inten_cooc_max_ch_4":0.54785,"kurt_inten_ch_1":0.00567,"kurt_inten_ch_3":0.46271,"kurt_inten_ch_4":0.84678,"length_ch_1":28.77409,"neighbor_avg_dist_ch_1":211.64856,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":101.18628,"perim_ch_1":84.31618,"shape_bfr_ch_1":0.63191,"shape_lwr_ch_1":1.53111,"shape_p_2_a_ch_1":1.59328,"skew_inten_ch_1":0.46506,"skew_inten_ch_3":1.17025,"skew_inten_ch_4":1.43821,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":12974,"total_inten_ch_2":94862,"total_inten_ch_3":9403,"total_inten_ch_4":17747,"var_inten_ch_1":23.06663,"var_inten_ch_3":37.1246,"var_inten_ch_4":83.92515,"width_ch_1":18.79299}
{"case":"Train","class":"PS","angle_ch_1":151.52899,"area_ch_1":161,"avg_inten_ch_1":74.61039,"avg_inten_ch_2":247.07792,"avg_inten_ch_3":158,"avg_inten_ch_4":159.5,"convex_hull_area_ratio_ch_1":1.30723,"convex_hull_perim_ratio_ch_1":0.84458,"diff_inten_density_ch_1":71.91386,"diff_inten_density_ch_3":133.97378,"diff_inten_density_ch_4":153.34457,"entropy_inten_ch_1":6.58884,"entropy_inten_ch_3":6.68212,"entropy_inten_ch_4":5.90452,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.6479,"eq_ellipse_oblate_vol_ch_1":200.66348,"eq_ellipse_prolate_vol_ch_1":121.76905,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.78922,"fiber_align_2_ch_4":1.42824,"fiber_length_ch_1":28.72118,"fiber_width_ch_1":6.05821,"inten_cooc_asm_ch_3":0.0096,"inten_cooc_asm_ch_4":0.01946,"inten_cooc_contrast_ch_3":18.67934,"inten_cooc_contrast_ch_4":13.18259,"inten_cooc_entropy_ch_3":7.02117,"inten_cooc_entropy_ch_4":6.54649,"inten_cooc_max_ch_3":0.0292,"inten_cooc_max_ch_4":0.12409,"kurt_inten_ch_1":0.27299,"kurt_inten_ch_3":1.25303,"kurt_inten_ch_4":-0.70545,"length_ch_1":21.5685,"neighbor_avg_dist_ch_1":185.95936,"neighbor_min_dist_ch_1":34.53745,"neighbor_var_dist_ch_1":73.47613,"perim_ch_1":69.55877,"shape_bfr_ch_1":0.53504,"shape_lwr_ch_1":1.54194,"shape_p_2_a_ch_1":2.21281,"skew_inten_ch_1":0.65203,"skew_inten_ch_3":0.99491,"skew_inten_ch_4":0.63959,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":11490,"total_inten_ch_2":37897,"total_inten_ch_3":24332,"total_inten_ch_4":24563,"var_inten_ch_1":49.80916,"var_inten_ch_3":124.98992,"var_inten_ch_4":153.27677,"width_ch_1":13.98789}
{"case":"Test","class":"PS","angle_ch_1":47.41235,"area_ch_1":159,"avg_inten_ch_1":17.11842,"avg_inten_ch_2":38.42105,"avg_inten_ch_3":7.88158,"avg_inten_ch_4":7.64474,"convex_hull_area_ratio_ch_1":1.08783,"convex_hull_perim_ratio_ch_1":0.85405,"diff_inten_density_ch_1":32.70149,"diff_inten_density_ch_3":16.51493,"diff_inten_density_ch_4":18.93284,"entropy_inten_ch_1":4.8936,"entropy_inten_ch_3":3.73487,"entropy_inten_ch_4":3.92576,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":1.23808,"eq_ellipse_oblate_vol_ch_1":170.55354,"eq_ellipse_prolate_vol_ch_1":137.75682,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":21.83527,"fiber_width_ch_1":7.78869,"inten_cooc_asm_ch_3":0.05408,"inten_cooc_asm_ch_4":0.02668,"inten_cooc_contrast_ch_3":21.31283,"inten_cooc_contrast_ch_4":40.47048,"inten_cooc_entropy_ch_3":5.70231,"inten_cooc_entropy_ch_4":6.16395,"inten_cooc_max_ch_3":0.22059,"inten_cooc_max_ch_4":0.13235,"kurt_inten_ch_1":0.46016,"kurt_inten_ch_3":1.14595,"kurt_inten_ch_4":-0.38714,"length_ch_1":17.48111,"neighbor_avg_dist_ch_1":190.88881,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":82.61818,"perim_ch_1":59.24792,"shape_bfr_ch_1":0.61704,"shape_lwr_ch_1":1.1835,"shape_p_2_a_ch_1":1.64252,"skew_inten_ch_1":0.88609,"skew_inten_ch_3":1.34982,"skew_inten_ch_4":0.84528,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":2602,"total_inten_ch_2":5689,"total_inten_ch_3":1198,"total_inten_ch_4":1162,"var_inten_ch_1":15.1053,"var_inten_ch_3":9.94851,"var_inten_ch_4":8.30932,"width_ch_1":14.77074}
{"case":"Train","class":"WS","angle_ch_1":119.97984,"area_ch_1":213,"avg_inten_ch_1":106.7598,"avg_inten_ch_2":268.37255,"avg_inten_ch_3":64.54412,"avg_inten_ch_4":143.70588,"convex_hull_area_ratio_ch_1":1.05951,"convex_hull_perim_ratio_ch_1":0.95911,"diff_inten_density_ch_1":54.20643,"diff_inten_density_ch_3":31.91689,"diff_inten_density_ch_4":58.98928,"entropy_inten_ch_1":6.59053,"entropy_inten_ch_3":5.69477,"entropy_inten_ch_4":6.84415,"eq_circ_diam_ch_1":16.5002,"eq_ellipse_lwr_ch_1":1.0635,"eq_ellipse_oblate_vol_ch_1":245.77434,"eq_ellipse_prolate_vol_ch_1":231.09846,"eq_sphere_area_ch_1":855.31973,"eq_sphere_vol_ch_1":2352.1583,"fiber_align_2_ch_3":1.03398,"fiber_align_2_ch_4":1.17189,"fiber_length_ch_1":14.66205,"fiber_width_ch_1":14.66205,"inten_cooc_asm_ch_3":0.05121,"inten_cooc_asm_ch_4":0.01494,"inten_cooc_contrast_ch_3":3.69813,"inten_cooc_contrast_ch_4":3.64293,"inten_cooc_entropy_ch_3":5.81409,"inten_cooc_entropy_ch_4":6.54469,"inten_cooc_max_ch_3":0.21505,"inten_cooc_max_ch_4":0.06989,"kurt_inten_ch_1":-0.1565,"kurt_inten_ch_3":-1.15757,"kurt_inten_ch_4":-0.6254,"length_ch_1":18.79354,"neighbor_avg_dist_ch_1":258.04524,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":122.59587,"perim_ch_1":58.64818,"shape_bfr_ch_1":0.6354,"shape_lwr_ch_1":1.04952,"shape_p_2_a_ch_1":1.21881,"skew_inten_ch_1":-0.24978,"skew_inten_ch_3":0.33263,"skew_inten_ch_4":0.46986,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":21779,"total_inten_ch_2":54545,"total_inten_ch_3":13167,"total_inten_ch_4":29316,"var_inten_ch_1":41.18616,"var_inten_ch_3":57.70694,"var_inten_ch_4":107.45251,"width_ch_1":17.90671}
{"case":"Test","class":"PS","angle_ch_1":65.23522,"area_ch_1":248,"avg_inten_ch_1":195.92827,"avg_inten_ch_2":74.23207,"avg_inten_ch_3":446.02954,"avg_inten_ch_4":156.43882,"convex_hull_area_ratio_ch_1":1.28128,"convex_hull_perim_ratio_ch_1":0.85852,"diff_inten_density_ch_1":150.10329,"diff_inten_density_ch_3":303.40845,"diff_inten_density_ch_4":112.06103,"entropy_inten_ch_1":7.34006,"entropy_inten_ch_3":7.60071,"entropy_inten_ch_4":6.48547,"eq_circ_diam_ch_1":17.78478,"eq_ellipse_lwr_ch_1":1.47578,"eq_ellipse_oblate_vol_ch_1":362.53942,"eq_ellipse_prolate_vol_ch_1":245.65913,"eq_sphere_area_ch_1":993.68027,"eq_sphere_vol_ch_1":2945.39683,"fiber_align_2_ch_3":1.041,"fiber_align_2_ch_4":1.48175,"fiber_length_ch_1":33.2645,"fiber_width_ch_1":7.86979,"inten_cooc_asm_ch_3":0.00677,"inten_cooc_asm_ch_4":0.02545,"inten_cooc_contrast_ch_3":19.51017,"inten_cooc_contrast_ch_4":11.08082,"inten_cooc_entropy_ch_3":7.48158,"inten_cooc_entropy_ch_4":6.76713,"inten_cooc_max_ch_3":0.0237,"inten_cooc_max_ch_4":0.15166,"kurt_inten_ch_1":0.23415,"kurt_inten_ch_3":0.02171,"kurt_inten_ch_4":-1.21544,"length_ch_1":24.59725,"neighbor_avg_dist_ch_1":192.95962,"neighbor_min_dist_ch_1":39.33348,"neighbor_var_dist_ch_1":70.34902,"perim_ch_1":82.26856,"shape_bfr_ch_1":0.5081,"shape_lwr_ch_1":1.23747,"shape_p_2_a_ch_1":2.05737,"skew_inten_ch_1":0.57708,"skew_inten_ch_3":0.53849,"skew_inten_ch_4":0.21223,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":46435,"total_inten_ch_2":17357,"total_inten_ch_3":105709,"total_inten_ch_4":37076,"var_inten_ch_1":115.39958,"var_inten_ch_3":260.01507,"var_inten_ch_4":124.97048,"width_ch_1":19.87705}
{"case":"Train","class":"PS","angle_ch_1":142.4948,"area_ch_1":860,"avg_inten_ch_1":519.5944,"avg_inten_ch_2":362.96224,"avg_inten_ch_3":217.676,"avg_inten_ch_4":111.743,"convex_hull_area_ratio_ch_1":1.3,"convex_hull_perim_ratio_ch_1":0.82302,"diff_inten_density_ch_1":193.24627,"diff_inten_density_ch_3":167.2022,"diff_inten_density_ch_4":88.02528,"entropy_inten_ch_1":8.97398,"entropy_inten_ch_3":5.88223,"entropy_inten_ch_4":6.75686,"eq_circ_diam_ch_1":33.10136,"eq_ellipse_lwr_ch_1":2.16139,"eq_ellipse_oblate_vol_ch_1":2828.80686,"eq_ellipse_prolate_vol_ch_1":1308.78791,"eq_sphere_area_ch_1":3442.24263,"eq_sphere_vol_ch_1":18990.48391,"fiber_align_2_ch_3":1.20401,"fiber_align_2_ch_4":1.03286,"fiber_length_ch_1":69.7419,"fiber_width_ch_1":12.77507,"inten_cooc_asm_ch_3":0.13322,"inten_cooc_asm_ch_4":0.04642,"inten_cooc_contrast_ch_3":3.54596,"inten_cooc_contrast_ch_4":8.13844,"inten_cooc_entropy_ch_3":5.12251,"inten_cooc_entropy_ch_4":6.41745,"inten_cooc_max_ch_3":0.3634,"inten_cooc_max_ch_4":0.20392,"kurt_inten_ch_1":-0.49997,"kurt_inten_ch_3":2.37232,"kurt_inten_ch_4":0.43949,"length_ch_1":53.75598,"neighbor_avg_dist_ch_1":157.02343,"neighbor_min_dist_ch_1":40.96518,"neighbor_var_dist_ch_1":60.87964,"perim_ch_1":165.03396,"shape_bfr_ch_1":0.51304,"shape_lwr_ch_1":1.72275,"shape_p_2_a_ch_1":2.43263,"skew_inten_ch_1":0.52732,"skew_inten_ch_3":1.50959,"skew_inten_ch_4":1.06017,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":12,"total_inten_ch_1":426587,"total_inten_ch_2":297172,"total_inten_ch_3":178712,"total_inten_ch_4":91741,"var_inten_ch_1":315.28939,"var_inten_ch_3":281.13872,"var_inten_ch_4":116.87406,"width_ch_1":31.20363}
{"case":"Test","class":"PS","angle_ch_1":97.47133,"area_ch_1":183,"avg_inten_ch_1":116.62286,"avg_inten_ch_2":4.97143,"avg_inten_ch_3":260.65143,"avg_inten_ch_4":14.93714,"convex_hull_area_ratio_ch_1":1.26711,"convex_hull_perim_ratio_ch_1":0.91265,"diff_inten_density_ch_1":92.78431,"diff_inten_density_ch_3":211.23529,"diff_inten_density_ch_4":12.57516,"entropy_inten_ch_1":6.92247,"entropy_inten_ch_3":7.16341,"entropy_inten_ch_4":3.77585,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":3.58311,"eq_ellipse_oblate_vol_ch_1":358.43333,"eq_ellipse_prolate_vol_ch_1":100.03428,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.73326,"fiber_align_2_ch_4":1.06431,"fiber_length_ch_1":31.79939,"fiber_width_ch_1":6.13926,"inten_cooc_asm_ch_3":0.00754,"inten_cooc_asm_ch_4":0.19299,"inten_cooc_contrast_ch_3":16.66513,"inten_cooc_contrast_ch_4":2.72776,"inten_cooc_entropy_ch_3":7.25512,"inten_cooc_entropy_ch_4":4.2758,"inten_cooc_max_ch_3":0.01887,"inten_cooc_max_ch_4":0.45283,"kurt_inten_ch_1":-0.42344,"kurt_inten_ch_3":-0.24199,"kurt_inten_ch_4":0.34262,"length_ch_1":29.22204,"neighbor_avg_dist_ch_1":181.13224,"neighbor_min_dist_ch_1":28.68494,"neighbor_var_dist_ch_1":82.61437,"perim_ch_1":75.87729,"shape_bfr_ch_1":0.55966,"shape_lwr_ch_1":2.60535,"shape_p_2_a_ch_1":2.3468,"skew_inten_ch_1":0.66931,"skew_inten_ch_3":0.7838,"skew_inten_ch_4":1.18297,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":20409,"total_inten_ch_2":696,"total_inten_ch_3":45614,"total_inten_ch_4":2614,"var_inten_ch_1":82.93767,"var_inten_ch_3":190.82892,"var_inten_ch_4":19.90726,"width_ch_1":11.21618}
{"case":"Train","class":"PS","angle_ch_1":62.08616,"area_ch_1":159,"avg_inten_ch_1":38.26316,"avg_inten_ch_2":2.01974,"avg_inten_ch_3":92.84211,"avg_inten_ch_4":0.63158,"convex_hull_area_ratio_ch_1":1.25767,"convex_hull_perim_ratio_ch_1":0.90297,"diff_inten_density_ch_1":41.33208,"diff_inten_density_ch_3":61.81509,"diff_inten_density_ch_4":2.80377,"entropy_inten_ch_1":5.83555,"entropy_inten_ch_3":6.48774,"entropy_inten_ch_4":0.512,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":2.19744,"eq_ellipse_oblate_vol_ch_1":227.21952,"eq_ellipse_prolate_vol_ch_1":103.40183,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.40324,"fiber_align_2_ch_4":1,"fiber_length_ch_1":26.04846,"fiber_width_ch_1":6.55909,"inten_cooc_asm_ch_3":0.00704,"inten_cooc_asm_ch_4":0.82309,"inten_cooc_contrast_ch_3":20.4745,"inten_cooc_contrast_ch_4":0.09459,"inten_cooc_entropy_ch_3":7.29202,"inten_cooc_entropy_ch_4":0.61978,"inten_cooc_max_ch_3":0.02222,"inten_cooc_max_ch_4":0.91111,"kurt_inten_ch_1":-0.42463,"kurt_inten_ch_3":-0.55426,"kurt_inten_ch_4":31.49487,"length_ch_1":23.31214,"neighbor_avg_dist_ch_1":166.43294,"neighbor_min_dist_ch_1":20.11467,"neighbor_var_dist_ch_1":78.01104,"perim_ch_1":65.21512,"shape_bfr_ch_1":0.49966,"shape_lwr_ch_1":1.70433,"shape_p_2_a_ch_1":1.98088,"skew_inten_ch_1":0.31394,"skew_inten_ch_3":0.15643,"skew_inten_ch_4":5.47207,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5816,"total_inten_ch_2":156,"total_inten_ch_3":14112,"total_inten_ch_4":96,"var_inten_ch_1":22.02353,"var_inten_ch_3":49.78944,"var_inten_ch_4":2.99272,"width_ch_1":13.67815}
{"case":"Train","class":"PS","angle_ch_1":92.41284,"area_ch_1":218,"avg_inten_ch_1":38.48558,"avg_inten_ch_2":17.625,"avg_inten_ch_3":77.75481,"avg_inten_ch_4":102.97596,"convex_hull_area_ratio_ch_1":1.13557,"convex_hull_perim_ratio_ch_1":0.95341,"diff_inten_density_ch_1":44.69272,"diff_inten_density_ch_3":56.99461,"diff_inten_density_ch_4":46.49326,"entropy_inten_ch_1":6.05981,"entropy_inten_ch_3":6.66467,"entropy_inten_ch_4":5.82174,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":4.37348,"eq_ellipse_oblate_vol_ch_1":513.13333,"eq_ellipse_prolate_vol_ch_1":117.32833,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.82421,"fiber_align_2_ch_4":1.04848,"fiber_length_ch_1":34.5081,"fiber_width_ch_1":6.55342,"inten_cooc_asm_ch_3":0.00724,"inten_cooc_asm_ch_4":0.03799,"inten_cooc_contrast_ch_3":21.27537,"inten_cooc_contrast_ch_4":4.33667,"inten_cooc_entropy_ch_3":7.35741,"inten_cooc_entropy_ch_4":5.97551,"inten_cooc_max_ch_3":0.02538,"inten_cooc_max_ch_4":0.18782,"kurt_inten_ch_1":-0.44945,"kurt_inten_ch_3":2.17545,"kurt_inten_ch_4":0.65386,"length_ch_1":34.86487,"neighbor_avg_dist_ch_1":173.96869,"neighbor_min_dist_ch_1":38.37579,"neighbor_var_dist_ch_1":71.34456,"perim_ch_1":82.12304,"shape_bfr_ch_1":0.65474,"shape_lwr_ch_1":3.65041,"shape_p_2_a_ch_1":2.37317,"skew_inten_ch_1":0.49889,"skew_inten_ch_3":1.26914,"skew_inten_ch_4":0.7791,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":8005,"total_inten_ch_2":3459,"total_inten_ch_3":16173,"total_inten_ch_4":21419,"var_inten_ch_1":24.03503,"var_inten_ch_3":51.60773,"var_inten_ch_4":87.79048,"width_ch_1":9.55093}
{"case":"Train","class":"WS","angle_ch_1":41.73912,"area_ch_1":381,"avg_inten_ch_1":62.17308,"avg_inten_ch_2":233.34615,"avg_inten_ch_3":124.04396,"avg_inten_ch_4":285.42308,"convex_hull_area_ratio_ch_1":1.09163,"convex_hull_perim_ratio_ch_1":0.94484,"diff_inten_density_ch_1":56.09118,"diff_inten_density_ch_3":103.71471,"diff_inten_density_ch_4":175.45588,"entropy_inten_ch_1":5.90091,"entropy_inten_ch_3":5.5596,"entropy_inten_ch_4":7.20145,"eq_circ_diam_ch_1":22.04068,"eq_ellipse_lwr_ch_1":1.64215,"eq_ellipse_oblate_vol_ch_1":727.91494,"eq_ellipse_prolate_vol_ch_1":443.26824,"eq_sphere_area_ch_1":1526.15873,"eq_sphere_vol_ch_1":5606.26176,"fiber_align_2_ch_3":1.52104,"fiber_align_2_ch_4":1.47664,"fiber_length_ch_1":27.06482,"fiber_width_ch_1":14.58136,"inten_cooc_asm_ch_3":0.11989,"inten_cooc_asm_ch_4":0.02125,"inten_cooc_contrast_ch_3":4.66702,"inten_cooc_contrast_ch_4":8.84437,"inten_cooc_entropy_ch_3":5.20519,"inten_cooc_entropy_ch_4":6.83518,"inten_cooc_max_ch_3":0.3432,"inten_cooc_max_ch_4":0.13018,"kurt_inten_ch_1":3.15719,"kurt_inten_ch_3":3.04784,"kurt_inten_ch_4":-0.89216,"length_ch_1":30.76816,"neighbor_avg_dist_ch_1":182.77139,"neighbor_min_dist_ch_1":41.32185,"neighbor_var_dist_ch_1":83.82179,"perim_ch_1":83.29237,"shape_bfr_ch_1":0.62102,"shape_lwr_ch_1":1.54089,"shape_p_2_a_ch_1":1.39893,"skew_inten_ch_1":1.68425,"skew_inten_ch_3":1.83488,"skew_inten_ch_4":0.2305,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":22631,"total_inten_ch_2":84575,"total_inten_ch_3":45152,"total_inten_ch_4":103894,"var_inten_ch_1":74.04391,"var_inten_ch_3":179.20311,"var_inten_ch_4":218.75013,"width_ch_1":19.96778}
{"case":"Train","class":"PS","angle_ch_1":77.00715,"area_ch_1":253,"avg_inten_ch_1":23.7438,"avg_inten_ch_2":54.85124,"avg_inten_ch_3":41.52893,"avg_inten_ch_4":63.66116,"convex_hull_area_ratio_ch_1":1.29264,"convex_hull_perim_ratio_ch_1":0.86154,"diff_inten_density_ch_1":40.17757,"diff_inten_density_ch_3":40.75234,"diff_inten_density_ch_4":43.4486,"entropy_inten_ch_1":5.66963,"entropy_inten_ch_3":6.25509,"entropy_inten_ch_4":5.60056,"eq_circ_diam_ch_1":17.9714,"eq_ellipse_lwr_ch_1":2.94502,"eq_ellipse_oblate_vol_ch_1":528.43196,"eq_ellipse_prolate_vol_ch_1":179.43209,"eq_sphere_area_ch_1":1014.64399,"eq_sphere_vol_ch_1":3039.09548,"fiber_align_2_ch_3":1.07304,"fiber_align_2_ch_4":1.4047,"fiber_length_ch_1":40.30382,"fiber_width_ch_1":6.70984,"inten_cooc_asm_ch_3":0.00811,"inten_cooc_asm_ch_4":0.05027,"inten_cooc_contrast_ch_3":14.77862,"inten_cooc_contrast_ch_4":4.00747,"inten_cooc_entropy_ch_3":7.24912,"inten_cooc_entropy_ch_4":5.78577,"inten_cooc_max_ch_3":0.02381,"inten_cooc_max_ch_4":0.2156,"kurt_inten_ch_1":0.03577,"kurt_inten_ch_3":5.80363,"kurt_inten_ch_4":-0.30028,"length_ch_1":34.68533,"neighbor_avg_dist_ch_1":189.85349,"neighbor_min_dist_ch_1":34.64351,"neighbor_var_dist_ch_1":73.0035,"perim_ch_1":94.0273,"shape_bfr_ch_1":0.51237,"shape_lwr_ch_1":2.43006,"shape_p_2_a_ch_1":2.60158,"skew_inten_ch_1":0.77477,"skew_inten_ch_3":2.05085,"skew_inten_ch_4":0.9227,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5746,"total_inten_ch_2":13033,"total_inten_ch_3":10050,"total_inten_ch_4":15406,"var_inten_ch_1":19.14819,"var_inten_ch_3":41.42215,"var_inten_ch_4":70.39646,"width_ch_1":14.27342}
{"case":"Test","class":"PS","angle_ch_1":9.67227,"area_ch_1":263,"avg_inten_ch_1":68.60558,"avg_inten_ch_2":340.07968,"avg_inten_ch_3":49.77689,"avg_inten_ch_4":174.13546,"convex_hull_area_ratio_ch_1":1.13602,"convex_hull_perim_ratio_ch_1":0.89692,"diff_inten_density_ch_1":50.84749,"diff_inten_density_ch_3":44.62527,"diff_inten_density_ch_4":85.3878,"entropy_inten_ch_1":6.6605,"entropy_inten_ch_3":5.6939,"entropy_inten_ch_4":6.7767,"eq_circ_diam_ch_1":18.30253,"eq_ellipse_lwr_ch_1":1.21328,"eq_ellipse_oblate_vol_ch_1":358.27223,"eq_ellipse_prolate_vol_ch_1":295.29162,"eq_sphere_area_ch_1":1052.37868,"eq_sphere_vol_ch_1":3210.19843,"fiber_align_2_ch_3":1.51478,"fiber_align_2_ch_4":1.34962,"fiber_length_ch_1":28.39016,"fiber_width_ch_1":9.63632,"inten_cooc_asm_ch_3":0.04061,"inten_cooc_asm_ch_4":0.01881,"inten_cooc_contrast_ch_3":8.79901,"inten_cooc_contrast_ch_4":5.63975,"inten_cooc_entropy_ch_3":6.37477,"inten_cooc_entropy_ch_4":6.63746,"inten_cooc_max_ch_3":0.1886,"inten_cooc_max_ch_4":0.10823,"kurt_inten_ch_1":0.49344,"kurt_inten_ch_3":0.90412,"kurt_inten_ch_4":-1.21931,"length_ch_1":22.07726,"neighbor_avg_dist_ch_1":246.95986,"neighbor_min_dist_ch_1":33.92504,"neighbor_var_dist_ch_1":104.21483,"perim_ch_1":76.05294,"shape_bfr_ch_1":0.57092,"shape_lwr_ch_1":1.05769,"shape_p_2_a_ch_1":1.68244,"skew_inten_ch_1":0.53961,"skew_inten_ch_3":1.24716,"skew_inten_ch_4":0.26932,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":17220,"total_inten_ch_2":85110,"total_inten_ch_3":12494,"total_inten_ch_4":43708,"var_inten_ch_1":37.23458,"var_inten_ch_3":55.2322,"var_inten_ch_4":138.64325,"width_ch_1":20.87317}
{"case":"Train","class":"PS","angle_ch_1":77.49736,"area_ch_1":213,"avg_inten_ch_1":48.93137,"avg_inten_ch_2":3.37255,"avg_inten_ch_3":64.2402,"avg_inten_ch_4":157.90686,"convex_hull_area_ratio_ch_1":1.13679,"convex_hull_perim_ratio_ch_1":0.92119,"diff_inten_density_ch_1":57.1186,"diff_inten_density_ch_3":57.22642,"diff_inten_density_ch_4":111.7062,"entropy_inten_ch_1":6.40678,"entropy_inten_ch_3":6.02952,"entropy_inten_ch_4":6.589,"eq_circ_diam_ch_1":16.5002,"eq_ellipse_lwr_ch_1":1.67843,"eq_ellipse_oblate_vol_ch_1":308.75805,"eq_ellipse_prolate_vol_ch_1":183.95658,"eq_sphere_area_ch_1":855.31973,"eq_sphere_vol_ch_1":2352.1583,"fiber_align_2_ch_3":1.36956,"fiber_align_2_ch_4":1.63575,"fiber_length_ch_1":23.71142,"fiber_width_ch_1":9.37166,"inten_cooc_asm_ch_3":0.02311,"inten_cooc_asm_ch_4":0.01822,"inten_cooc_contrast_ch_3":11.72721,"inten_cooc_contrast_ch_4":7.79284,"inten_cooc_entropy_ch_3":6.75808,"inten_cooc_entropy_ch_4":6.68726,"inten_cooc_max_ch_3":0.13228,"inten_cooc_max_ch_4":0.11538,"kurt_inten_ch_1":-0.08588,"kurt_inten_ch_3":0.06594,"kurt_inten_ch_4":-0.0521,"length_ch_1":21.98968,"neighbor_avg_dist_ch_1":223.49655,"neighbor_min_dist_ch_1":16.66641,"neighbor_var_dist_ch_1":126.74763,"perim_ch_1":66.16617,"shape_bfr_ch_1":0.67357,"shape_lwr_ch_1":1.52318,"shape_p_2_a_ch_1":1.56778,"skew_inten_ch_1":0.75332,"skew_inten_ch_3":0.87161,"skew_inten_ch_4":0.87476,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9982,"total_inten_ch_2":485,"total_inten_ch_3":13105,"total_inten_ch_4":32213,"var_inten_ch_1":35.96247,"var_inten_ch_3":57.45899,"var_inten_ch_4":142.03896,"width_ch_1":14.43671}
{"case":"Test","class":"PS","angle_ch_1":126.95353,"area_ch_1":362,"avg_inten_ch_1":61.80347,"avg_inten_ch_2":92.45376,"avg_inten_ch_3":135.99133,"avg_inten_ch_4":100.30925,"convex_hull_area_ratio_ch_1":1.39298,"convex_hull_perim_ratio_ch_1":0.75831,"diff_inten_density_ch_1":59.63023,"diff_inten_density_ch_3":101.84887,"diff_inten_density_ch_4":69.01608,"entropy_inten_ch_1":6.84417,"entropy_inten_ch_3":7.23853,"entropy_inten_ch_4":7.01859,"eq_circ_diam_ch_1":21.48881,"eq_ellipse_lwr_ch_1":2.44717,"eq_ellipse_oblate_vol_ch_1":823.50846,"eq_ellipse_prolate_vol_ch_1":336.51415,"eq_sphere_area_ch_1":1450.68934,"eq_sphere_vol_ch_1":5195.59684,"fiber_align_2_ch_3":1.43914,"fiber_align_2_ch_4":1.69634,"fiber_length_ch_1":53.89449,"fiber_width_ch_1":7.06479,"inten_cooc_asm_ch_3":0.00897,"inten_cooc_asm_ch_4":0.00674,"inten_cooc_contrast_ch_3":9.82859,"inten_cooc_contrast_ch_4":15.85648,"inten_cooc_entropy_ch_3":7.23394,"inten_cooc_entropy_ch_4":7.51722,"inten_cooc_max_ch_3":0.04673,"inten_cooc_max_ch_4":0.02804,"kurt_inten_ch_1":0.65759,"kurt_inten_ch_3":0.29894,"kurt_inten_ch_4":0.46258,"length_ch_1":37.87493,"neighbor_avg_dist_ch_1":232.7951,"neighbor_min_dist_ch_1":40.95238,"neighbor_var_dist_ch_1":122.41803,"perim_ch_1":121.91858,"shape_bfr_ch_1":0.46323,"shape_lwr_ch_1":1.83224,"shape_p_2_a_ch_1":3.10659,"skew_inten_ch_1":1.13344,"skew_inten_ch_3":1.05087,"skew_inten_ch_4":0.56425,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":21384,"total_inten_ch_2":31644,"total_inten_ch_3":47053,"total_inten_ch_4":34707,"var_inten_ch_1":51.70634,"var_inten_ch_3":126.17012,"var_inten_ch_4":62.2998,"width_ch_1":20.67137}
{"case":"Train","class":"PS","angle_ch_1":141.7942,"area_ch_1":186,"avg_inten_ch_1":101.53933,"avg_inten_ch_2":248.38202,"avg_inten_ch_3":159.48876,"avg_inten_ch_4":426.06742,"convex_hull_area_ratio_ch_1":1.03893,"convex_hull_perim_ratio_ch_1":0.97168,"diff_inten_density_ch_1":79.61111,"diff_inten_density_ch_3":134.02469,"diff_inten_density_ch_4":184.32099,"entropy_inten_ch_1":6.87301,"entropy_inten_ch_3":5.62428,"entropy_inten_ch_4":6.973,"eq_circ_diam_ch_1":15.4129,"eq_ellipse_lwr_ch_1":1.39693,"eq_ellipse_oblate_vol_ch_1":229.58283,"eq_ellipse_prolate_vol_ch_1":164.34773,"eq_sphere_area_ch_1":746.30839,"eq_sphere_vol_ch_1":1917.12883,"fiber_align_2_ch_3":1.70734,"fiber_align_2_ch_4":1.43107,"fiber_length_ch_1":13.72607,"fiber_width_ch_1":13.72607,"inten_cooc_asm_ch_3":0.07215,"inten_cooc_asm_ch_4":0.01353,"inten_cooc_contrast_ch_3":7.8062,"inten_cooc_contrast_ch_4":7.15858,"inten_cooc_entropy_ch_3":5.79154,"inten_cooc_entropy_ch_4":6.78114,"inten_cooc_max_ch_3":0.26708,"inten_cooc_max_ch_4":0.07453,"kurt_inten_ch_1":0.91012,"kurt_inten_ch_3":0.80884,"kurt_inten_ch_4":-0.92313,"length_ch_1":19.66612,"neighbor_avg_dist_ch_1":184.40398,"neighbor_min_dist_ch_1":38.37579,"neighbor_var_dist_ch_1":66.21855,"perim_ch_1":54.90426,"shape_bfr_ch_1":0.63711,"shape_lwr_ch_1":1.32067,"shape_p_2_a_ch_1":1.22875,"skew_inten_ch_1":0.99627,"skew_inten_ch_3":1.02293,"skew_inten_ch_4":-0.02349,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":18074,"total_inten_ch_2":44035,"total_inten_ch_3":28389,"total_inten_ch_4":75840,"var_inten_ch_1":73.79543,"var_inten_ch_3":163.93244,"var_inten_ch_4":267.03772,"width_ch_1":14.89104}
{"case":"Test","class":"WS","angle_ch_1":172.13267,"area_ch_1":220,"avg_inten_ch_1":124.78571,"avg_inten_ch_2":799.04762,"avg_inten_ch_3":129.47143,"avg_inten_ch_4":117.81429,"convex_hull_area_ratio_ch_1":1.02982,"convex_hull_perim_ratio_ch_1":0.97836,"diff_inten_density_ch_1":73.68734,"diff_inten_density_ch_3":89.56331,"diff_inten_density_ch_4":108.68992,"entropy_inten_ch_1":7.08549,"entropy_inten_ch_3":6.76868,"entropy_inten_ch_4":5.74856,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":1.06124,"eq_ellipse_oblate_vol_ch_1":256.42271,"eq_ellipse_prolate_vol_ch_1":241.62646,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.46523,"fiber_align_2_ch_4":1.01876,"fiber_length_ch_1":14.49392,"fiber_width_ch_1":14.49392,"inten_cooc_asm_ch_3":0.01242,"inten_cooc_asm_ch_4":0.04439,"inten_cooc_contrast_ch_3":7.68264,"inten_cooc_contrast_ch_4":7.59869,"inten_cooc_entropy_ch_3":6.81276,"inten_cooc_entropy_ch_4":6.1196,"inten_cooc_max_ch_3":0.05699,"inten_cooc_max_ch_4":0.19171,"kurt_inten_ch_1":-0.83057,"kurt_inten_ch_3":0.1889,"kurt_inten_ch_4":2.14222,"length_ch_1":17.94164,"neighbor_avg_dist_ch_1":236.21006,"neighbor_min_dist_ch_1":32.3757,"neighbor_var_dist_ch_1":114.43813,"perim_ch_1":57.97569,"shape_bfr_ch_1":0.70721,"shape_lwr_ch_1":1.03423,"shape_p_2_a_ch_1":1.17054,"skew_inten_ch_1":0.40113,"skew_inten_ch_3":0.85598,"skew_inten_ch_4":1.56138,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":26205,"total_inten_ch_2":167591,"total_inten_ch_3":27189,"total_inten_ch_4":24741,"var_inten_ch_1":77.94624,"var_inten_ch_3":112.36379,"var_inten_ch_4":142.63683,"width_ch_1":17.34788}
{"case":"Test","class":"PS","angle_ch_1":98.35717,"area_ch_1":283,"avg_inten_ch_1":147.82963,"avg_inten_ch_2":346.13333,"avg_inten_ch_3":182.93333,"avg_inten_ch_4":136.83333,"convex_hull_area_ratio_ch_1":1.51347,"convex_hull_perim_ratio_ch_1":0.75014,"diff_inten_density_ch_1":111.88235,"diff_inten_density_ch_3":166.09664,"diff_inten_density_ch_4":95.7437,"entropy_inten_ch_1":7.30714,"entropy_inten_ch_3":5.26907,"entropy_inten_ch_4":5.11487,"eq_circ_diam_ch_1":18.98262,"eq_ellipse_lwr_ch_1":1.9563,"eq_ellipse_oblate_vol_ch_1":507.55738,"eq_ellipse_prolate_vol_ch_1":259.44735,"eq_sphere_area_ch_1":1132.04082,"eq_sphere_vol_ch_1":3581.51638,"fiber_align_2_ch_3":1.57556,"fiber_align_2_ch_4":1.49817,"fiber_length_ch_1":48.26777,"fiber_width_ch_1":6.2488,"inten_cooc_asm_ch_3":0.11621,"inten_cooc_asm_ch_4":0.13976,"inten_cooc_contrast_ch_3":3.91801,"inten_cooc_contrast_ch_4":3.66455,"inten_cooc_entropy_ch_3":5.1249,"inten_cooc_entropy_ch_4":4.9959,"inten_cooc_max_ch_3":0.33898,"inten_cooc_max_ch_4":0.37712,"kurt_inten_ch_1":5.36954,"kurt_inten_ch_3":6.58998,"kurt_inten_ch_4":0.03773,"length_ch_1":31.13216,"neighbor_avg_dist_ch_1":231.37873,"neighbor_min_dist_ch_1":41.46113,"neighbor_var_dist_ch_1":131.86622,"perim_ch_1":109.03313,"shape_bfr_ch_1":0.47234,"shape_lwr_ch_1":1.61761,"shape_p_2_a_ch_1":3.13654,"skew_inten_ch_1":1.96765,"skew_inten_ch_3":2.40453,"skew_inten_ch_4":0.88672,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":39914,"total_inten_ch_2":93187,"total_inten_ch_3":49392,"total_inten_ch_4":36945,"var_inten_ch_1":109.94659,"var_inten_ch_3":286.37581,"var_inten_ch_4":153.53858,"width_ch_1":19.24582}
{"case":"Train","class":"WS","angle_ch_1":128.05464,"area_ch_1":300,"avg_inten_ch_1":145.84321,"avg_inten_ch_2":252.66202,"avg_inten_ch_3":4.12892,"avg_inten_ch_4":32.3101,"convex_hull_area_ratio_ch_1":1.05281,"convex_hull_perim_ratio_ch_1":0.96865,"diff_inten_density_ch_1":59.19392,"diff_inten_density_ch_3":7.21673,"diff_inten_density_ch_4":22.44867,"entropy_inten_ch_1":7.29,"entropy_inten_ch_3":1.77343,"entropy_inten_ch_4":5.15924,"eq_circ_diam_ch_1":19.5711,"eq_ellipse_lwr_ch_1":2.74994,"eq_ellipse_oblate_vol_ch_1":659.48654,"eq_ellipse_prolate_vol_ch_1":239.81859,"eq_sphere_area_ch_1":1203.31746,"eq_sphere_vol_ch_1":3925.04049,"fiber_align_2_ch_3":1.91191,"fiber_align_2_ch_4":1.29948,"fiber_length_ch_1":28.34055,"fiber_width_ch_1":11.20657,"inten_cooc_asm_ch_3":0.56503,"inten_cooc_asm_ch_4":0.07743,"inten_cooc_contrast_ch_3":0.78061,"inten_cooc_contrast_ch_4":5.75661,"inten_cooc_entropy_ch_3":1.89244,"inten_cooc_entropy_ch_4":5.75621,"inten_cooc_max_ch_3":0.75385,"inten_cooc_max_ch_4":0.27068,"kurt_inten_ch_1":-0.89903,"kurt_inten_ch_3":10.52025,"kurt_inten_ch_4":-1.15152,"length_ch_1":32.95115,"neighbor_avg_dist_ch_1":177.01901,"neighbor_min_dist_ch_1":28.68494,"neighbor_var_dist_ch_1":76.9368,"perim_ch_1":79.09423,"shape_bfr_ch_1":0.6927,"shape_lwr_ch_1":2.50015,"shape_p_2_a_ch_1":1.56746,"skew_inten_ch_1":-0.18883,"skew_inten_ch_3":3.16586,"skew_inten_ch_4":0.48181,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":41857,"total_inten_ch_2":72228,"total_inten_ch_3":1185,"total_inten_ch_4":9273,"var_inten_ch_1":68.52935,"var_inten_ch_3":10.63887,"var_inten_ch_4":31.10897,"width_ch_1":13.17967}
{"case":"Train","class":"WS","angle_ch_1":128.90832,"area_ch_1":158,"avg_inten_ch_1":269.37748,"avg_inten_ch_2":348.21192,"avg_inten_ch_3":213.15232,"avg_inten_ch_4":42.6755,"convex_hull_area_ratio_ch_1":1.03481,"convex_hull_perim_ratio_ch_1":0.97578,"diff_inten_density_ch_1":120.71533,"diff_inten_density_ch_3":174.77372,"diff_inten_density_ch_4":37.0292,"entropy_inten_ch_1":6.89728,"entropy_inten_ch_3":5.77564,"entropy_inten_ch_4":5.22543,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":1.14436,"eq_ellipse_oblate_vol_ch_1":162.35565,"eq_ellipse_prolate_vol_ch_1":141.87522,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.56055,"fiber_align_2_ch_4":1.51372,"fiber_length_ch_1":12.23427,"fiber_width_ch_1":12.23427,"inten_cooc_asm_ch_3":0.05505,"inten_cooc_asm_ch_4":0.06616,"inten_cooc_contrast_ch_3":4.94161,"inten_cooc_contrast_ch_4":9.17883,"inten_cooc_entropy_ch_3":5.75544,"inten_cooc_entropy_ch_4":5.86353,"inten_cooc_max_ch_3":0.21898,"inten_cooc_max_ch_4":0.24818,"kurt_inten_ch_1":-0.84468,"kurt_inten_ch_3":1.67461,"kurt_inten_ch_4":0.5256,"length_ch_1":15.83681,"neighbor_avg_dist_ch_1":214.91432,"neighbor_min_dist_ch_1":16.79172,"neighbor_var_dist_ch_1":98.50348,"perim_ch_1":48.93706,"shape_bfr_ch_1":0.69418,"shape_lwr_ch_1":1.1,"shape_p_2_a_ch_1":1.15072,"skew_inten_ch_1":0.26003,"skew_inten_ch_3":1.54129,"skew_inten_ch_4":0.95895,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":40676,"total_inten_ch_2":52430,"total_inten_ch_3":32186,"total_inten_ch_4":6444,"var_inten_ch_1":139.21082,"var_inten_ch_3":273.43602,"var_inten_ch_4":43.6407,"width_ch_1":14.3971}
{"case":"Train","class":"PS","angle_ch_1":74.78186,"area_ch_1":194,"avg_inten_ch_1":25.4086,"avg_inten_ch_2":314,"avg_inten_ch_3":8.25806,"avg_inten_ch_4":29.27957,"convex_hull_area_ratio_ch_1":1.12051,"convex_hull_perim_ratio_ch_1":0.88399,"diff_inten_density_ch_1":39.96096,"diff_inten_density_ch_3":11.37838,"diff_inten_density_ch_4":31.15616,"entropy_inten_ch_1":5.59478,"entropy_inten_ch_3":2.55896,"entropy_inten_ch_4":4.00751,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":1.88028,"eq_ellipse_oblate_vol_ch_1":284.51334,"eq_ellipse_prolate_vol_ch_1":151.31406,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.06119,"fiber_align_2_ch_4":1.50619,"fiber_length_ch_1":25.92196,"fiber_width_ch_1":7.88506,"inten_cooc_asm_ch_3":0.41892,"inten_cooc_asm_ch_4":0.22596,"inten_cooc_contrast_ch_3":1.29716,"inten_cooc_contrast_ch_4":3.7435,"inten_cooc_entropy_ch_3":2.67651,"inten_cooc_entropy_ch_4":4.11369,"inten_cooc_max_ch_3":0.65,"inten_cooc_max_ch_4":0.48125,"kurt_inten_ch_1":-0.5436,"kurt_inten_ch_3":11.62177,"kurt_inten_ch_4":0.72799,"length_ch_1":24.33435,"neighbor_avg_dist_ch_1":198.52042,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":90.5672,"perim_ch_1":67.61405,"shape_bfr_ch_1":0.57207,"shape_lwr_ch_1":1.73757,"shape_p_2_a_ch_1":1.77987,"skew_inten_ch_1":0.4968,"skew_inten_ch_3":3.02205,"skew_inten_ch_4":1.3692,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":4726,"total_inten_ch_2":58219,"total_inten_ch_3":1536,"total_inten_ch_4":5446,"var_inten_ch_1":18.12426,"var_inten_ch_3":17.38768,"var_inten_ch_4":42.0767,"width_ch_1":14.00485}
{"case":"Train","class":"WS","angle_ch_1":163.66568,"area_ch_1":321,"avg_inten_ch_1":92.14984,"avg_inten_ch_2":237.44625,"avg_inten_ch_3":19.34853,"avg_inten_ch_4":50.66124,"convex_hull_area_ratio_ch_1":1.02669,"convex_hull_perim_ratio_ch_1":0.96789,"diff_inten_density_ch_1":51.51309,"diff_inten_density_ch_3":21.46073,"diff_inten_density_ch_4":32.60558,"entropy_inten_ch_1":6.79996,"entropy_inten_ch_3":4.43436,"entropy_inten_ch_4":5.11361,"eq_circ_diam_ch_1":20.24153,"eq_ellipse_lwr_ch_1":1.31503,"eq_ellipse_oblate_vol_ch_1":504.54235,"eq_ellipse_prolate_vol_ch_1":383.67244,"eq_sphere_area_ch_1":1287.17234,"eq_sphere_vol_ch_1":4342.39033,"fiber_align_2_ch_3":1.0116,"fiber_align_2_ch_4":1.55,"fiber_length_ch_1":17.53963,"fiber_width_ch_1":17.53963,"inten_cooc_asm_ch_3":0.10945,"inten_cooc_asm_ch_4":0.12516,"inten_cooc_contrast_ch_3":6.73278,"inten_cooc_contrast_ch_4":3.56588,"inten_cooc_entropy_ch_3":5.23349,"inten_cooc_entropy_ch_4":5.18441,"inten_cooc_max_ch_3":0.3218,"inten_cooc_max_ch_4":0.34859,"kurt_inten_ch_1":-0.2964,"kurt_inten_ch_3":4.24753,"kurt_inten_ch_4":-1.16471,"length_ch_1":24.03686,"neighbor_avg_dist_ch_1":256.64607,"neighbor_min_dist_ch_1":22.89308,"neighbor_var_dist_ch_1":117.39717,"perim_ch_1":70.15851,"shape_bfr_ch_1":0.71072,"shape_lwr_ch_1":1.27608,"shape_p_2_a_ch_1":1.17328,"skew_inten_ch_1":-0.15066,"skew_inten_ch_3":1.98402,"skew_inten_ch_4":0.59626,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":28290,"total_inten_ch_2":72590,"total_inten_ch_3":5940,"total_inten_ch_4":15553,"var_inten_ch_1":37.55626,"var_inten_ch_3":27.45216,"var_inten_ch_4":54.98969,"width_ch_1":18.83649}
{"case":"Train","class":"WS","angle_ch_1":119.34745,"area_ch_1":268,"avg_inten_ch_1":34.14453,"avg_inten_ch_2":296.82031,"avg_inten_ch_3":33.67188,"avg_inten_ch_4":77.63281,"convex_hull_area_ratio_ch_1":1.12067,"convex_hull_perim_ratio_ch_1":0.92047,"diff_inten_density_ch_1":41.92964,"diff_inten_density_ch_3":24.44136,"diff_inten_density_ch_4":43.44776,"entropy_inten_ch_1":6.02739,"entropy_inten_ch_3":5.50881,"entropy_inten_ch_4":6.13133,"eq_circ_diam_ch_1":18.48393,"eq_ellipse_lwr_ch_1":1.75561,"eq_ellipse_oblate_vol_ch_1":443.91024,"eq_ellipse_prolate_vol_ch_1":252.85284,"eq_sphere_area_ch_1":1073.3424,"eq_sphere_vol_ch_1":3306.59682,"fiber_align_2_ch_3":1.32214,"fiber_align_2_ch_4":1.43259,"fiber_length_ch_1":26.23871,"fiber_width_ch_1":10.67612,"inten_cooc_asm_ch_3":0.03848,"inten_cooc_asm_ch_4":0.04131,"inten_cooc_contrast_ch_3":8.64468,"inten_cooc_contrast_ch_4":6.15547,"inten_cooc_entropy_ch_3":6.32014,"inten_cooc_entropy_ch_4":6.29646,"inten_cooc_max_ch_3":0.18103,"inten_cooc_max_ch_4":0.18565,"kurt_inten_ch_1":-0.36248,"kurt_inten_ch_3":0.56181,"kurt_inten_ch_4":-0.14059,"length_ch_1":25.65447,"neighbor_avg_dist_ch_1":230.91263,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":112.74678,"perim_ch_1":73.82967,"shape_bfr_ch_1":0.61492,"shape_lwr_ch_1":1.50822,"shape_p_2_a_ch_1":1.54844,"skew_inten_ch_1":0.55963,"skew_inten_ch_3":1.06935,"skew_inten_ch_4":0.58314,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8741,"total_inten_ch_2":75731,"total_inten_ch_3":8620,"total_inten_ch_4":19874,"var_inten_ch_1":22.74104,"var_inten_ch_3":32.75539,"var_inten_ch_4":65.31527,"width_ch_1":17.00981}
{"case":"Test","class":"WS","angle_ch_1":89.12916,"area_ch_1":381,"avg_inten_ch_1":1135.3956,"avg_inten_ch_2":794.32418,"avg_inten_ch_3":84.96154,"avg_inten_ch_4":454.70879,"convex_hull_area_ratio_ch_1":1.30911,"convex_hull_perim_ratio_ch_1":0.85978,"diff_inten_density_ch_1":286.97297,"diff_inten_density_ch_3":52.32132,"diff_inten_density_ch_4":209.71772,"entropy_inten_ch_1":8.27972,"entropy_inten_ch_3":6.4987,"entropy_inten_ch_4":7.91679,"eq_circ_diam_ch_1":22.04068,"eq_ellipse_lwr_ch_1":2.87408,"eq_ellipse_oblate_vol_ch_1":962.99303,"eq_ellipse_prolate_vol_ch_1":335.06118,"eq_sphere_area_ch_1":1526.15873,"eq_sphere_vol_ch_1":5606.26176,"fiber_align_2_ch_3":1.39367,"fiber_align_2_ch_4":1.19305,"fiber_length_ch_1":46.19096,"fiber_width_ch_1":8.58909,"inten_cooc_asm_ch_3":0.03286,"inten_cooc_asm_ch_4":0.00911,"inten_cooc_contrast_ch_3":6.92458,"inten_cooc_contrast_ch_4":9.80365,"inten_cooc_entropy_ch_3":6.51844,"inten_cooc_entropy_ch_4":7.24339,"inten_cooc_max_ch_3":0.16514,"inten_cooc_max_ch_4":0.0472,"kurt_inten_ch_1":-0.48573,"kurt_inten_ch_3":7.21183,"kurt_inten_ch_4":0.52983,"length_ch_1":37.95438,"neighbor_avg_dist_ch_1":258.33591,"neighbor_min_dist_ch_1":28.39111,"neighbor_var_dist_ch_1":119.36211,"perim_ch_1":109.5601,"shape_bfr_ch_1":0.60286,"shape_lwr_ch_1":2.27616,"shape_p_2_a_ch_1":2.40762,"skew_inten_ch_1":-0.57728,"skew_inten_ch_3":2.0448,"skew_inten_ch_4":0.67771,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":413284,"total_inten_ch_2":288771,"total_inten_ch_3":30926,"total_inten_ch_4":165514,"var_inten_ch_1":453.79981,"var_inten_ch_3":81.6781,"var_inten_ch_4":279.547,"width_ch_1":16.6747}
{"case":"Test","class":"PS","angle_ch_1":43.52875,"area_ch_1":445,"avg_inten_ch_1":74.75059,"avg_inten_ch_2":236.94824,"avg_inten_ch_3":44.67059,"avg_inten_ch_4":143.58588,"convex_hull_area_ratio_ch_1":1.16923,"convex_hull_perim_ratio_ch_1":0.87956,"diff_inten_density_ch_1":53.59016,"diff_inten_density_ch_3":37.48172,"diff_inten_density_ch_4":93.35813,"entropy_inten_ch_1":6.96986,"entropy_inten_ch_3":6.12236,"entropy_inten_ch_4":7.15184,"eq_circ_diam_ch_1":23.81599,"eq_ellipse_lwr_ch_1":1.21738,"eq_ellipse_oblate_vol_ch_1":790.70993,"eq_ellipse_prolate_vol_ch_1":649.52025,"eq_sphere_area_ch_1":1781.9161,"eq_sphere_vol_ch_1":7073.01682,"fiber_align_2_ch_3":1.38542,"fiber_align_2_ch_4":1.45562,"fiber_length_ch_1":36.38546,"fiber_width_ch_1":12.63943,"inten_cooc_asm_ch_3":0.01741,"inten_cooc_asm_ch_4":0.01652,"inten_cooc_contrast_ch_3":15.3319,"inten_cooc_contrast_ch_4":9.87241,"inten_cooc_entropy_ch_3":7.15539,"inten_cooc_entropy_ch_4":7.01919,"inten_cooc_max_ch_3":0.10859,"inten_cooc_max_ch_4":0.10076,"kurt_inten_ch_1":-0.17912,"kurt_inten_ch_3":1.77137,"kurt_inten_ch_4":-0.31344,"length_ch_1":29.05968,"neighbor_avg_dist_ch_1":231.25918,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":88.3923,"perim_ch_1":98.04978,"shape_bfr_ch_1":0.55369,"shape_lwr_ch_1":1.04959,"shape_p_2_a_ch_1":1.66351,"skew_inten_ch_1":0.494,"skew_inten_ch_3":0.99864,"skew_inten_ch_4":0.6455,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":12,"total_inten_ch_1":31769,"total_inten_ch_2":100279,"total_inten_ch_3":18985,"total_inten_ch_4":61024,"var_inten_ch_1":43.84764,"var_inten_ch_3":36.19515,"var_inten_ch_4":115.4478,"width_ch_1":27.68663}
{"case":"Train","class":"PS","angle_ch_1":123.37503,"area_ch_1":414,"avg_inten_ch_1":32.42278,"avg_inten_ch_2":3.35443,"avg_inten_ch_3":78.66076,"avg_inten_ch_4":5.21772,"convex_hull_area_ratio_ch_1":1.62031,"convex_hull_perim_ratio_ch_1":0.7859,"diff_inten_density_ch_1":38.63815,"diff_inten_density_ch_3":47.45442,"diff_inten_density_ch_4":7.07574,"entropy_inten_ch_1":6.04549,"entropy_inten_ch_3":6.85915,"entropy_inten_ch_4":1.80663,"eq_circ_diam_ch_1":22.96005,"eq_ellipse_lwr_ch_1":2.24904,"eq_ellipse_oblate_vol_ch_1":962.97693,"eq_ellipse_prolate_vol_ch_1":428.17224,"eq_sphere_area_ch_1":1656.13379,"eq_sphere_vol_ch_1":6337.48492,"fiber_align_2_ch_3":1.8161,"fiber_align_2_ch_4":1.56256,"fiber_length_ch_1":58.93624,"fiber_width_ch_1":7.35413,"inten_cooc_asm_ch_3":0.00618,"inten_cooc_asm_ch_4":0.56176,"inten_cooc_contrast_ch_3":21.21983,"inten_cooc_contrast_ch_4":0.44946,"inten_cooc_entropy_ch_3":7.71241,"inten_cooc_entropy_ch_4":1.8319,"inten_cooc_max_ch_3":0.02857,"inten_cooc_max_ch_4":0.74931,"kurt_inten_ch_1":0.06852,"kurt_inten_ch_3":2.20244,"kurt_inten_ch_4":8.99349,"length_ch_1":42.02295,"neighbor_avg_dist_ch_1":196.52109,"neighbor_min_dist_ch_1":33.15942,"neighbor_var_dist_ch_1":91.89918,"perim_ch_1":132.58075,"shape_bfr_ch_1":0.44404,"shape_lwr_ch_1":1.89389,"shape_p_2_a_ch_1":3.22727,"skew_inten_ch_1":0.64159,"skew_inten_ch_3":1.15399,"skew_inten_ch_4":3.06272,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":12807,"total_inten_ch_2":931,"total_inten_ch_3":31071,"total_inten_ch_4":2061,"var_inten_ch_1":20.29032,"var_inten_ch_3":42.09539,"var_inten_ch_4":13.9755,"width_ch_1":22.18865}
{"case":"Train","class":"PS","angle_ch_1":14.89568,"area_ch_1":564,"avg_inten_ch_1":72.17996,"avg_inten_ch_2":34.95918,"avg_inten_ch_3":30.61781,"avg_inten_ch_4":18.84972,"convex_hull_area_ratio_ch_1":1.48656,"convex_hull_perim_ratio_ch_1":0.81015,"diff_inten_density_ch_1":53.22267,"diff_inten_density_ch_3":30.02307,"diff_inten_density_ch_4":23.3009,"entropy_inten_ch_1":6.9657,"entropy_inten_ch_3":6.02304,"entropy_inten_ch_4":5.0522,"eq_circ_diam_ch_1":26.82061,"eq_ellipse_lwr_ch_1":1.79832,"eq_ellipse_oblate_vol_ch_1":1372.58141,"eq_ellipse_prolate_vol_ch_1":763.25786,"eq_sphere_area_ch_1":2259.88889,"eq_sphere_vol_ch_1":10101.93207,"fiber_align_2_ch_3":1.21684,"fiber_align_2_ch_4":1.13487,"fiber_length_ch_1":61.26244,"fiber_width_ch_1":9.54725,"inten_cooc_asm_ch_3":0.0071,"inten_cooc_asm_ch_4":0.03242,"inten_cooc_contrast_ch_3":18.52828,"inten_cooc_contrast_ch_4":12.96438,"inten_cooc_entropy_ch_3":7.57164,"inten_cooc_entropy_ch_4":6.54434,"inten_cooc_max_ch_3":0.03644,"inten_cooc_max_ch_4":0.15905,"kurt_inten_ch_1":-0.50607,"kurt_inten_ch_3":0.17488,"kurt_inten_ch_4":1.10281,"length_ch_1":41.48177,"neighbor_avg_dist_ch_1":228.05061,"neighbor_min_dist_ch_1":12.3283,"neighbor_var_dist_ch_1":95.38874,"perim_ch_1":141.61938,"shape_bfr_ch_1":0.49406,"shape_lwr_ch_1":1.50477,"shape_p_2_a_ch_1":2.72873,"skew_inten_ch_1":0.24183,"skew_inten_ch_3":0.862,"skew_inten_ch_4":1.26197,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":20,"total_inten_ch_1":38905,"total_inten_ch_2":18305,"total_inten_ch_3":16503,"total_inten_ch_4":10160,"var_inten_ch_1":37.74511,"var_inten_ch_3":25.29108,"var_inten_ch_4":21.23186,"width_ch_1":27.56679}
{"case":"Test","class":"PS","angle_ch_1":50.86316,"area_ch_1":1383,"avg_inten_ch_1":27.39697,"avg_inten_ch_2":33.11136,"avg_inten_ch_3":61.55682,"avg_inten_ch_4":30.99318,"convex_hull_area_ratio_ch_1":1.40701,"convex_hull_perim_ratio_ch_1":0.60793,"diff_inten_density_ch_1":36.35091,"diff_inten_density_ch_3":55.03813,"diff_inten_density_ch_4":27.25314,"entropy_inten_ch_1":5.58115,"entropy_inten_ch_3":6.29593,"entropy_inten_ch_4":4.39726,"eq_circ_diam_ch_1":41.97215,"eq_ellipse_lwr_ch_1":1.14423,"eq_ellipse_oblate_vol_ch_1":4196.03281,"eq_ellipse_prolate_vol_ch_1":3667.12758,"eq_sphere_area_ch_1":5534.42177,"eq_sphere_vol_ch_1":38715.26111,"fiber_align_2_ch_3":1.30357,"fiber_align_2_ch_4":1.46534,"fiber_length_ch_1":134.33379,"fiber_width_ch_1":10.6782,"inten_cooc_asm_ch_3":0.05595,"inten_cooc_asm_ch_4":0.20085,"inten_cooc_contrast_ch_3":8.92621,"inten_cooc_contrast_ch_4":3.30921,"inten_cooc_entropy_ch_3":6.38268,"inten_cooc_entropy_ch_4":4.37748,"inten_cooc_max_ch_3":0.22846,"inten_cooc_max_ch_4":0.44553,"kurt_inten_ch_1":7.49719,"kurt_inten_ch_3":6.8634,"kurt_inten_ch_4":14.18992,"length_ch_1":60.77304,"neighbor_avg_dist_ch_1":275.02599,"neighbor_min_dist_ch_1":41.27108,"neighbor_var_dist_ch_1":110.9444,"perim_ch_1":290.02396,"shape_bfr_ch_1":0.44782,"shape_lwr_ch_1":1.19541,"shape_p_2_a_ch_1":4.6663,"skew_inten_ch_1":1.82688,"skew_inten_ch_3":1.93453,"skew_inten_ch_4":3.39402,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":32,"total_inten_ch_1":36164,"total_inten_ch_2":42388,"total_inten_ch_3":81255,"total_inten_ch_4":40911,"var_inten_ch_1":29.8157,"var_inten_ch_3":69.07115,"var_inten_ch_4":61.33194,"width_ch_1":50.83877}
{"case":"Train","class":"PS","angle_ch_1":67.44074,"area_ch_1":462,"avg_inten_ch_1":279.69161,"avg_inten_ch_2":315.9093,"avg_inten_ch_3":197.09751,"avg_inten_ch_4":322.93651,"convex_hull_area_ratio_ch_1":1.17884,"convex_hull_perim_ratio_ch_1":0.88471,"diff_inten_density_ch_1":130.98291,"diff_inten_density_ch_3":167.58608,"diff_inten_density_ch_4":203.5177,"entropy_inten_ch_1":8.17703,"entropy_inten_ch_3":5.69673,"entropy_inten_ch_4":7.24763,"eq_circ_diam_ch_1":24.26015,"eq_ellipse_lwr_ch_1":1.93455,"eq_ellipse_oblate_vol_ch_1":1053.58454,"eq_ellipse_prolate_vol_ch_1":544.61485,"eq_sphere_area_ch_1":1849,"eq_sphere_vol_ch_1":7476.1702,"fiber_align_2_ch_3":1.31203,"fiber_align_2_ch_4":1.17282,"fiber_length_ch_1":42.76725,"fiber_width_ch_1":11.23741,"inten_cooc_asm_ch_3":0.12094,"inten_cooc_asm_ch_4":0.02737,"inten_cooc_contrast_ch_3":3.65679,"inten_cooc_contrast_ch_4":6.14407,"inten_cooc_entropy_ch_3":5.1578,"inten_cooc_entropy_ch_4":6.61424,"inten_cooc_max_ch_3":0.34074,"inten_cooc_max_ch_4":0.14493,"kurt_inten_ch_1":1.24113,"kurt_inten_ch_3":2.29875,"kurt_inten_ch_4":-0.46721,"length_ch_1":37.80476,"neighbor_avg_dist_ch_1":286.09012,"neighbor_min_dist_ch_1":32.58546,"neighbor_var_dist_ch_1":127.82658,"perim_ch_1":108.00932,"shape_bfr_ch_1":0.52276,"shape_lwr_ch_1":1.61629,"shape_p_2_a_ch_1":1.93167,"skew_inten_ch_1":1.16657,"skew_inten_ch_3":1.68766,"skew_inten_ch_4":0.77146,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":123344,"total_inten_ch_2":138876,"total_inten_ch_3":86920,"total_inten_ch_4":142415,"var_inten_ch_1":195.74618,"var_inten_ch_3":277.07469,"var_inten_ch_4":310.72559,"width_ch_1":23.38985}
{"case":"Test","class":"PS","angle_ch_1":156.27037,"area_ch_1":197,"avg_inten_ch_1":64.69149,"avg_inten_ch_2":181.12234,"avg_inten_ch_3":28.19149,"avg_inten_ch_4":8.62234,"convex_hull_area_ratio_ch_1":1.26289,"convex_hull_perim_ratio_ch_1":0.93059,"diff_inten_density_ch_1":60.88589,"diff_inten_density_ch_3":34.3033,"diff_inten_density_ch_4":13.03003,"entropy_inten_ch_1":6.4387,"entropy_inten_ch_3":4.24444,"entropy_inten_ch_4":2.1205,"eq_circ_diam_ch_1":15.83993,"eq_ellipse_lwr_ch_1":3.5633,"eq_ellipse_oblate_vol_ch_1":398.00135,"eq_ellipse_prolate_vol_ch_1":111.69458,"eq_sphere_area_ch_1":788.23583,"eq_sphere_vol_ch_1":2080.93287,"fiber_align_2_ch_3":1.25077,"fiber_align_2_ch_4":1.39793,"fiber_length_ch_1":30.35071,"fiber_width_ch_1":6.86399,"inten_cooc_asm_ch_3":0.14734,"inten_cooc_asm_ch_4":0.49008,"inten_cooc_contrast_ch_3":5.7271,"inten_cooc_contrast_ch_4":1.07912,"inten_cooc_entropy_ch_3":4.82953,"inten_cooc_entropy_ch_4":2.24891,"inten_cooc_max_ch_3":0.38037,"inten_cooc_max_ch_4":0.69939,"kurt_inten_ch_1":-0.60053,"kurt_inten_ch_3":3.75924,"kurt_inten_ch_4":5.98661,"length_ch_1":29.19932,"neighbor_avg_dist_ch_1":226.42596,"neighbor_min_dist_ch_1":12.3283,"neighbor_var_dist_ch_1":109.84548,"perim_ch_1":74.4294,"shape_bfr_ch_1":0.63186,"shape_lwr_ch_1":2.73382,"shape_p_2_a_ch_1":2.11608,"skew_inten_ch_1":0.29125,"skew_inten_ch_3":1.99486,"skew_inten_ch_4":2.54472,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":12162,"total_inten_ch_2":33864,"total_inten_ch_3":5300,"total_inten_ch_4":1621,"var_inten_ch_1":35.65303,"var_inten_ch_3":44.45576,"var_inten_ch_4":19.34131,"width_ch_1":10.68079}
{"case":"Train","class":"PS","angle_ch_1":100.94983,"area_ch_1":185,"avg_inten_ch_1":114.55932,"avg_inten_ch_2":286.0452,"avg_inten_ch_3":230.27119,"avg_inten_ch_4":203.68362,"convex_hull_area_ratio_ch_1":1.1618,"convex_hull_perim_ratio_ch_1":0.89131,"diff_inten_density_ch_1":91.07619,"diff_inten_density_ch_3":192.04127,"diff_inten_density_ch_4":136.33333,"entropy_inten_ch_1":6.69476,"entropy_inten_ch_3":4.49298,"entropy_inten_ch_4":5.97487,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.75287,"eq_ellipse_oblate_vol_ch_1":255.00939,"eq_ellipse_prolate_vol_ch_1":145.48115,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.53462,"fiber_align_2_ch_4":1.53458,"fiber_length_ch_1":25.18698,"fiber_width_ch_1":7.84465,"inten_cooc_asm_ch_3":0.17517,"inten_cooc_asm_ch_4":0.03892,"inten_cooc_contrast_ch_3":2.04288,"inten_cooc_contrast_ch_4":5.90911,"inten_cooc_entropy_ch_3":4.3805,"inten_cooc_entropy_ch_4":6.11604,"inten_cooc_max_ch_3":0.41509,"inten_cooc_max_ch_4":0.1859,"kurt_inten_ch_1":1.67993,"kurt_inten_ch_3":1.59688,"kurt_inten_ch_4":-1.09995,"length_ch_1":22.46987,"neighbor_avg_dist_ch_1":306.09426,"neighbor_min_dist_ch_1":44.88444,"neighbor_var_dist_ch_1":131.51545,"perim_ch_1":66.06327,"shape_bfr_ch_1":0.58141,"shape_lwr_ch_1":1.58225,"shape_p_2_a_ch_1":1.75775,"skew_inten_ch_1":1.62293,"skew_inten_ch_3":1.63139,"skew_inten_ch_4":0.52228,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":20277,"total_inten_ch_2":50454,"total_inten_ch_3":40758,"total_inten_ch_4":36052,"var_inten_ch_1":125.86002,"var_inten_ch_3":366.3459,"var_inten_ch_4":195.87057,"width_ch_1":14.20123}
{"case":"Test","class":"WS","angle_ch_1":83.08567,"area_ch_1":219,"avg_inten_ch_1":64.43062,"avg_inten_ch_2":189.68421,"avg_inten_ch_3":88.31579,"avg_inten_ch_4":464.23445,"convex_hull_area_ratio_ch_1":1.05011,"convex_hull_perim_ratio_ch_1":0.95835,"diff_inten_density_ch_1":50.66057,"diff_inten_density_ch_3":56.93734,"diff_inten_density_ch_4":264.43603,"entropy_inten_ch_1":6.47627,"entropy_inten_ch_3":6.56676,"entropy_inten_ch_4":7.0179,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":1.20048,"eq_ellipse_oblate_vol_ch_1":270.78086,"eq_ellipse_prolate_vol_ch_1":225.56099,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.35025,"fiber_align_2_ch_4":1.28209,"fiber_length_ch_1":14.76806,"fiber_width_ch_1":14.76806,"inten_cooc_asm_ch_3":0.01072,"inten_cooc_asm_ch_4":0.01457,"inten_cooc_contrast_ch_3":12.6453,"inten_cooc_contrast_ch_4":6.7264,"inten_cooc_entropy_ch_3":7.08568,"inten_cooc_entropy_ch_4":6.70946,"inten_cooc_max_ch_3":0.06218,"inten_cooc_max_ch_4":0.07772,"kurt_inten_ch_1":-0.61151,"kurt_inten_ch_3":-0.77548,"kurt_inten_ch_4":-0.75098,"length_ch_1":19.80391,"neighbor_avg_dist_ch_1":225.69742,"neighbor_min_dist_ch_1":16.41292,"neighbor_var_dist_ch_1":118.1716,"perim_ch_1":59.07226,"shape_bfr_ch_1":0.66512,"shape_lwr_ch_1":1.19074,"shape_p_2_a_ch_1":1.20693,"skew_inten_ch_1":0.1523,"skew_inten_ch_3":0.11403,"skew_inten_ch_4":0.5931,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":13466,"total_inten_ch_2":39436,"total_inten_ch_3":18458,"total_inten_ch_4":97025,"var_inten_ch_1":35.25907,"var_inten_ch_3":57.95515,"var_inten_ch_4":383.16074,"width_ch_1":16.63157}
{"case":"Test","class":"PS","angle_ch_1":161.32362,"area_ch_1":215,"avg_inten_ch_1":179.04369,"avg_inten_ch_2":759.47573,"avg_inten_ch_3":118.54854,"avg_inten_ch_4":466.78155,"convex_hull_area_ratio_ch_1":1.07889,"convex_hull_perim_ratio_ch_1":0.9536,"diff_inten_density_ch_1":86.90981,"diff_inten_density_ch_3":91.46154,"diff_inten_density_ch_4":284.07692,"entropy_inten_ch_1":7.12687,"entropy_inten_ch_3":6.47769,"entropy_inten_ch_4":6.89457,"eq_circ_diam_ch_1":16.58089,"eq_ellipse_lwr_ch_1":1.48314,"eq_ellipse_oblate_vol_ch_1":294.51911,"eq_ellipse_prolate_vol_ch_1":198.57807,"eq_sphere_area_ch_1":863.70522,"eq_sphere_vol_ch_1":2386.83351,"fiber_align_2_ch_3":1.59701,"fiber_align_2_ch_4":1.60099,"fiber_length_ch_1":16.14426,"fiber_width_ch_1":13.9916,"inten_cooc_asm_ch_3":0.02128,"inten_cooc_asm_ch_4":0.01993,"inten_cooc_contrast_ch_3":9.08255,"inten_cooc_contrast_ch_4":8.42762,"inten_cooc_entropy_ch_3":6.64879,"inten_cooc_entropy_ch_4":6.66177,"inten_cooc_max_ch_3":0.11765,"inten_cooc_max_ch_4":0.11765,"kurt_inten_ch_1":-0.43322,"kurt_inten_ch_3":1.73304,"kurt_inten_ch_4":-0.38312,"length_ch_1":20.72299,"neighbor_avg_dist_ch_1":256.34654,"neighbor_min_dist_ch_1":29.10213,"neighbor_var_dist_ch_1":101.61226,"perim_ch_1":60.27173,"shape_bfr_ch_1":0.67026,"shape_lwr_ch_1":1.33304,"shape_p_2_a_ch_1":1.27976,"skew_inten_ch_1":0.14663,"skew_inten_ch_3":1.1483,"skew_inten_ch_4":0.70333,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":36883,"total_inten_ch_2":156247,"total_inten_ch_3":24421,"total_inten_ch_4":96157,"var_inten_ch_1":81.10656,"var_inten_ch_3":107.8158,"var_inten_ch_4":380.56425,"width_ch_1":15.54565}
{"case":"Test","class":"WS","angle_ch_1":153.15177,"area_ch_1":412,"avg_inten_ch_1":60.32995,"avg_inten_ch_2":186.06345,"avg_inten_ch_3":17.61421,"avg_inten_ch_4":57.72589,"convex_hull_area_ratio_ch_1":1.12005,"convex_hull_perim_ratio_ch_1":0.9127,"diff_inten_density_ch_1":49.40766,"diff_inten_density_ch_3":11.36936,"diff_inten_density_ch_4":36.06977,"entropy_inten_ch_1":6.78984,"entropy_inten_ch_3":2.52372,"entropy_inten_ch_4":4.89364,"eq_circ_diam_ch_1":22.93097,"eq_ellipse_lwr_ch_1":1.75189,"eq_ellipse_oblate_vol_ch_1":846.68089,"eq_ellipse_prolate_vol_ch_1":483.29467,"eq_sphere_area_ch_1":1651.94104,"eq_sphere_vol_ch_1":6313.43376,"fiber_align_2_ch_3":1.05149,"fiber_align_2_ch_4":1.10824,"fiber_length_ch_1":36.45298,"fiber_width_ch_1":11.79652,"inten_cooc_asm_ch_3":0.50553,"inten_cooc_asm_ch_4":0.1664,"inten_cooc_contrast_ch_3":0.33125,"inten_cooc_contrast_ch_4":3.53384,"inten_cooc_entropy_ch_3":2.13072,"inten_cooc_entropy_ch_4":4.76562,"inten_cooc_max_ch_3":0.71003,"inten_cooc_max_ch_4":0.40379,"kurt_inten_ch_1":-0.82534,"kurt_inten_ch_3":5.13061,"kurt_inten_ch_4":-0.97479,"length_ch_1":33.3918,"neighbor_avg_dist_ch_1":259.42087,"neighbor_min_dist_ch_1":23.34645,"neighbor_var_dist_ch_1":108.73571,"perim_ch_1":96.499,"shape_bfr_ch_1":0.57389,"shape_lwr_ch_1":1.54944,"shape_p_2_a_ch_1":1.72324,"skew_inten_ch_1":0.25325,"skew_inten_ch_3":2.43734,"skew_inten_ch_4":0.61552,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":23770,"total_inten_ch_2":72916,"total_inten_ch_3":6940,"total_inten_ch_4":22744,"var_inten_ch_1":36.6039,"var_inten_ch_3":39.70665,"var_inten_ch_4":63.30773,"width_ch_1":21.55091}
{"case":"Test","class":"PS","angle_ch_1":62.36298,"area_ch_1":186,"avg_inten_ch_1":29.85393,"avg_inten_ch_2":292.79775,"avg_inten_ch_3":15.99438,"avg_inten_ch_4":114.01685,"convex_hull_area_ratio_ch_1":1.16449,"convex_hull_perim_ratio_ch_1":0.8117,"diff_inten_density_ch_1":38.53355,"diff_inten_density_ch_3":15.05751,"diff_inten_density_ch_4":75.51757,"entropy_inten_ch_1":5.82805,"entropy_inten_ch_3":3.66037,"entropy_inten_ch_4":6.10273,"eq_circ_diam_ch_1":15.4129,"eq_ellipse_lwr_ch_1":1.92786,"eq_ellipse_oblate_vol_ch_1":269.70529,"eq_ellipse_prolate_vol_ch_1":139.89869,"eq_sphere_area_ch_1":746.30839,"eq_sphere_vol_ch_1":1917.12883,"fiber_align_2_ch_3":1.54077,"fiber_align_2_ch_4":1.48912,"fiber_length_ch_1":29.00757,"fiber_width_ch_1":6.91984,"inten_cooc_asm_ch_3":0.22527,"inten_cooc_asm_ch_4":0.03122,"inten_cooc_contrast_ch_3":4.94292,"inten_cooc_contrast_ch_4":7.10904,"inten_cooc_entropy_ch_3":4.22916,"inten_cooc_entropy_ch_4":6.37668,"inten_cooc_max_ch_3":0.47468,"inten_cooc_max_ch_4":0.16456,"kurt_inten_ch_1":-0.28386,"kurt_inten_ch_3":-0.70632,"kurt_inten_ch_4":-0.07046,"length_ch_1":21.93924,"neighbor_avg_dist_ch_1":209.06134,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":79.75726,"perim_ch_1":71.85481,"shape_bfr_ch_1":0.66082,"shape_lwr_ch_1":1.70478,"shape_p_2_a_ch_1":2.04688,"skew_inten_ch_1":0.53236,"skew_inten_ch_3":0.79588,"skew_inten_ch_4":0.76384,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5314,"total_inten_ch_2":51941,"total_inten_ch_3":2847,"total_inten_ch_4":20295,"var_inten_ch_1":20.28729,"var_inten_ch_3":19.05831,"var_inten_ch_4":102.08547,"width_ch_1":12.86927}
{"case":"Test","class":"WS","angle_ch_1":153.10374,"area_ch_1":275,"avg_inten_ch_1":1133.6654,"avg_inten_ch_2":306.44106,"avg_inten_ch_3":99.29278,"avg_inten_ch_4":346.38783,"convex_hull_area_ratio_ch_1":1.03455,"convex_hull_perim_ratio_ch_1":0.9759,"diff_inten_density_ch_1":335.28747,"diff_inten_density_ch_3":83.13963,"diff_inten_density_ch_4":191.02464,"entropy_inten_ch_1":7.82498,"entropy_inten_ch_3":4.10163,"entropy_inten_ch_4":7.69432,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.44148,"eq_ellipse_oblate_vol_ch_1":418.85088,"eq_ellipse_prolate_vol_ch_1":290.57009,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1.23671,"fiber_align_2_ch_4":1.49308,"fiber_length_ch_1":16.36588,"fiber_width_ch_1":16.36588,"inten_cooc_asm_ch_3":0.24676,"inten_cooc_asm_ch_4":0.00746,"inten_cooc_contrast_ch_3":1.47321,"inten_cooc_contrast_ch_4":14.53046,"inten_cooc_entropy_ch_3":3.87364,"inten_cooc_entropy_ch_4":7.35665,"inten_cooc_max_ch_3":0.49187,"inten_cooc_max_ch_4":0.02075,"kurt_inten_ch_1":0.52194,"kurt_inten_ch_3":3.94037,"kurt_inten_ch_4":-0.77733,"length_ch_1":23.34261,"neighbor_avg_dist_ch_1":345.25849,"neighbor_min_dist_ch_1":26.06194,"neighbor_var_dist_ch_1":131.8693,"perim_ch_1":65.46353,"shape_bfr_ch_1":0.6967,"shape_lwr_ch_1":1.37705,"shape_p_2_a_ch_1":1.18308,"skew_inten_ch_1":-1.20032,"skew_inten_ch_3":2.1052,"skew_inten_ch_4":0.12993,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":298154,"total_inten_ch_2":80332,"total_inten_ch_3":26114,"total_inten_ch_4":91100,"var_inten_ch_1":403.9138,"var_inten_ch_3":181.16856,"var_inten_ch_4":185.37085,"width_ch_1":16.95118}
{"case":"Train","class":"WS","angle_ch_1":0.53376,"area_ch_1":238,"avg_inten_ch_1":96.33772,"avg_inten_ch_2":397.44298,"avg_inten_ch_3":154.79386,"avg_inten_ch_4":575.64474,"convex_hull_area_ratio_ch_1":1.02941,"convex_hull_perim_ratio_ch_1":0.97309,"diff_inten_density_ch_1":55.52257,"diff_inten_density_ch_3":87.81235,"diff_inten_density_ch_4":436.27316,"entropy_inten_ch_1":6.55251,"entropy_inten_ch_3":7.22083,"entropy_inten_ch_4":7.0326,"eq_circ_diam_ch_1":17.44382,"eq_ellipse_lwr_ch_1":1.12896,"eq_ellipse_oblate_vol_ch_1":299.2016,"eq_ellipse_prolate_vol_ch_1":265.0231,"eq_sphere_area_ch_1":955.94558,"eq_sphere_vol_ch_1":2779.22409,"fiber_align_2_ch_3":1.62732,"fiber_align_2_ch_4":1.06841,"fiber_length_ch_1":14.918,"fiber_width_ch_1":14.918,"inten_cooc_asm_ch_3":0.00766,"inten_cooc_asm_ch_4":0.01259,"inten_cooc_contrast_ch_3":13.68755,"inten_cooc_contrast_ch_4":15.04685,"inten_cooc_entropy_ch_3":7.30432,"inten_cooc_entropy_ch_4":7.05053,"inten_cooc_max_ch_3":0.02392,"inten_cooc_max_ch_4":0.09091,"kurt_inten_ch_1":0.03912,"kurt_inten_ch_3":0.07752,"kurt_inten_ch_4":-1.00445,"length_ch_1":19.48969,"neighbor_avg_dist_ch_1":261.17226,"neighbor_min_dist_ch_1":52.85277,"neighbor_var_dist_ch_1":110.36878,"perim_ch_1":59.67199,"shape_bfr_ch_1":0.74513,"shape_lwr_ch_1":1.18431,"shape_p_2_a_ch_1":1.13583,"skew_inten_ch_1":-0.08178,"skew_inten_ch_3":0.44981,"skew_inten_ch_4":0.18565,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":21965,"total_inten_ch_2":90390,"total_inten_ch_3":35293,"total_inten_ch_4":131247,"var_inten_ch_1":38.11507,"var_inten_ch_3":89.03048,"var_inten_ch_4":417.85944,"width_ch_1":16.45654}
{"case":"Train","class":"PS","angle_ch_1":120.22548,"area_ch_1":215,"avg_inten_ch_1":95.18447,"avg_inten_ch_2":1.1068,"avg_inten_ch_3":255.92718,"avg_inten_ch_4":58.81068,"convex_hull_area_ratio_ch_1":1.82708,"convex_hull_perim_ratio_ch_1":0.83567,"diff_inten_density_ch_1":91.5618,"diff_inten_density_ch_3":243.1236,"diff_inten_density_ch_4":47.00562,"entropy_inten_ch_1":7.00541,"entropy_inten_ch_3":7.19347,"entropy_inten_ch_4":4.73388,"eq_circ_diam_ch_1":16.58089,"eq_ellipse_lwr_ch_1":2.12291,"eq_ellipse_oblate_vol_ch_1":352.36164,"eq_ellipse_prolate_vol_ch_1":165.98015,"eq_sphere_area_ch_1":863.70522,"eq_sphere_vol_ch_1":2386.83351,"fiber_align_2_ch_3":1.47136,"fiber_align_2_ch_4":1.40363,"fiber_length_ch_1":43.42014,"fiber_width_ch_1":5.30489,"inten_cooc_asm_ch_3":0.00771,"inten_cooc_asm_ch_4":0.11909,"inten_cooc_contrast_ch_3":20.48315,"inten_cooc_contrast_ch_4":4.18539,"inten_cooc_entropy_ch_3":7.3101,"inten_cooc_entropy_ch_4":5.05745,"inten_cooc_max_ch_3":0.03371,"inten_cooc_max_ch_4":0.3427,"kurt_inten_ch_1":-0.01281,"kurt_inten_ch_3":0.4035,"kurt_inten_ch_4":0.66635,"length_ch_1":31.02338,"neighbor_avg_dist_ch_1":238.97334,"neighbor_min_dist_ch_1":19.04396,"neighbor_var_dist_ch_1":118.31859,"perim_ch_1":97.45005,"shape_bfr_ch_1":0.3484,"shape_lwr_ch_1":1.55295,"shape_p_2_a_ch_1":3.28084,"skew_inten_ch_1":0.81148,"skew_inten_ch_3":0.87788,"skew_inten_ch_4":1.16688,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":19608,"total_inten_ch_2":23,"total_inten_ch_3":52721,"total_inten_ch_4":12115,"var_inten_ch_1":68.23805,"var_inten_ch_3":195.36287,"var_inten_ch_4":71.89595,"width_ch_1":19.97711}
{"case":"Train","class":"PS","angle_ch_1":85.09576,"area_ch_1":202,"avg_inten_ch_1":23.06218,"avg_inten_ch_2":57.11399,"avg_inten_ch_3":40.63212,"avg_inten_ch_4":28.07254,"convex_hull_area_ratio_ch_1":1.2705,"convex_hull_perim_ratio_ch_1":0.89251,"diff_inten_density_ch_1":35.32738,"diff_inten_density_ch_3":28.75595,"diff_inten_density_ch_4":24.05357,"entropy_inten_ch_1":5.59062,"entropy_inten_ch_3":6.02368,"entropy_inten_ch_4":5.21529,"eq_circ_diam_ch_1":16.04918,"eq_ellipse_lwr_ch_1":3.96008,"eq_ellipse_oblate_vol_ch_1":436.4247,"eq_ellipse_prolate_vol_ch_1":110.20612,"eq_sphere_area_ch_1":809.19955,"eq_sphere_vol_ch_1":2164.49835,"fiber_align_2_ch_3":1.78286,"fiber_align_2_ch_4":1.6245,"fiber_length_ch_1":37.67495,"fiber_width_ch_1":5.68261,"inten_cooc_asm_ch_3":0.0077,"inten_cooc_asm_ch_4":0.03509,"inten_cooc_contrast_ch_3":18.66969,"inten_cooc_contrast_ch_4":16.28547,"inten_cooc_entropy_ch_3":7.31261,"inten_cooc_entropy_ch_4":6.50391,"inten_cooc_max_ch_3":0.04571,"inten_cooc_max_ch_4":0.18857,"kurt_inten_ch_1":-0.03788,"kurt_inten_ch_3":-0.98116,"kurt_inten_ch_4":-0.36957,"length_ch_1":33.16712,"neighbor_avg_dist_ch_1":236.25126,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":100.27503,"perim_ch_1":86.71512,"shape_bfr_ch_1":0.56867,"shape_lwr_ch_1":3.09228,"shape_p_2_a_ch_1":2.79497,"skew_inten_ch_1":0.71646,"skew_inten_ch_3":-0.03441,"skew_inten_ch_4":0.4128,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":4451,"total_inten_ch_2":10831,"total_inten_ch_3":7842,"total_inten_ch_4":5418,"var_inten_ch_1":16.49168,"var_inten_ch_3":24.19533,"var_inten_ch_4":22.37469,"width_ch_1":10.72577}
{"case":"Test","class":"WS","angle_ch_1":178.5777,"area_ch_1":190,"avg_inten_ch_1":119.78022,"avg_inten_ch_2":402.92857,"avg_inten_ch_3":233.51648,"avg_inten_ch_4":431.83516,"convex_hull_area_ratio_ch_1":1.07812,"convex_hull_perim_ratio_ch_1":0.91326,"diff_inten_density_ch_1":89.68502,"diff_inten_density_ch_3":172.19878,"diff_inten_density_ch_4":266.17431,"entropy_inten_ch_1":6.88066,"entropy_inten_ch_3":6.88764,"entropy_inten_ch_4":6.48326,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.55444,"eq_ellipse_oblate_vol_ch_1":250.38953,"eq_ellipse_prolate_vol_ch_1":161.07981,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.73368,"fiber_align_2_ch_4":1.63579,"fiber_length_ch_1":22.0203,"fiber_width_ch_1":9.13937,"inten_cooc_asm_ch_3":0.01304,"inten_cooc_asm_ch_4":0.02427,"inten_cooc_contrast_ch_3":9.58424,"inten_cooc_contrast_ch_4":11.23829,"inten_cooc_entropy_ch_3":6.7402,"inten_cooc_entropy_ch_4":6.53811,"inten_cooc_max_ch_3":0.06627,"inten_cooc_max_ch_4":0.13665,"kurt_inten_ch_1":2.35719,"kurt_inten_ch_3":2.50739,"kurt_inten_ch_4":-0.5465,"length_ch_1":21.59503,"neighbor_avg_dist_ch_1":244.06835,"neighbor_min_dist_ch_1":59.57481,"neighbor_var_dist_ch_1":108.21052,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.65149,"shape_lwr_ch_1":1.59261,"shape_p_2_a_ch_1":1.53566,"skew_inten_ch_1":1.54329,"skew_inten_ch_3":1.4798,"skew_inten_ch_4":0.30198,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":2,"total_inten_ch_1":21800,"total_inten_ch_2":73152,"total_inten_ch_3":42500,"total_inten_ch_4":78594,"var_inten_ch_1":97.17943,"var_inten_ch_3":214.86566,"var_inten_ch_4":308.65733,"width_ch_1":13.55955}
{"case":"Test","class":"PS","angle_ch_1":1.67505,"area_ch_1":425,"avg_inten_ch_1":38.37685,"avg_inten_ch_2":3.8867,"avg_inten_ch_3":94.43103,"avg_inten_ch_4":51.15517,"convex_hull_area_ratio_ch_1":1.30506,"convex_hull_perim_ratio_ch_1":0.89264,"diff_inten_density_ch_1":41.52744,"diff_inten_density_ch_3":52.47523,"diff_inten_density_ch_4":30.54217,"entropy_inten_ch_1":6.2406,"entropy_inten_ch_3":7.02328,"entropy_inten_ch_4":4.56005,"eq_circ_diam_ch_1":23.27755,"eq_ellipse_lwr_ch_1":1.56866,"eq_ellipse_oblate_vol_ch_1":838.05914,"eq_ellipse_prolate_vol_ch_1":534.25247,"eq_sphere_area_ch_1":1702.25397,"eq_sphere_vol_ch_1":6604.0499,"fiber_align_2_ch_3":1.31887,"fiber_align_2_ch_4":1.32964,"fiber_length_ch_1":43.8597,"fiber_width_ch_1":10.14496,"inten_cooc_asm_ch_3":0.01254,"inten_cooc_asm_ch_4":0.19551,"inten_cooc_contrast_ch_3":8.4301,"inten_cooc_contrast_ch_4":1.51483,"inten_cooc_entropy_ch_3":7.13886,"inten_cooc_entropy_ch_4":4.23323,"inten_cooc_max_ch_3":0.07958,"inten_cooc_max_ch_4":0.43514,"kurt_inten_ch_1":1.07336,"kurt_inten_ch_3":-0.4597,"kurt_inten_ch_4":0.10636,"length_ch_1":34.07055,"neighbor_avg_dist_ch_1":255.05123,"neighbor_min_dist_ch_1":34.82458,"neighbor_var_dist_ch_1":110.66001,"perim_ch_1":108.00932,"shape_bfr_ch_1":0.51293,"shape_lwr_ch_1":1.39912,"shape_p_2_a_ch_1":2.08638,"skew_inten_ch_1":1.02945,"skew_inten_ch_3":0.46566,"skew_inten_ch_4":1.19425,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":15581,"total_inten_ch_2":1173,"total_inten_ch_3":38339,"total_inten_ch_4":20769,"var_inten_ch_1":29.6636,"var_inten_ch_3":66.60293,"var_inten_ch_4":71.05003,"width_ch_1":24.35144}
{"case":"Test","class":"PS","angle_ch_1":108.18506,"area_ch_1":166,"avg_inten_ch_1":56.59119,"avg_inten_ch_2":1.23899,"avg_inten_ch_3":138.83648,"avg_inten_ch_4":14.1195,"convex_hull_area_ratio_ch_1":1.23373,"convex_hull_perim_ratio_ch_1":0.93079,"diff_inten_density_ch_1":55.28058,"diff_inten_density_ch_3":117.69065,"diff_inten_density_ch_4":14.4964,"entropy_inten_ch_1":6.36403,"entropy_inten_ch_3":6.93861,"entropy_inten_ch_4":2.64564,"eq_circ_diam_ch_1":14.56709,"eq_ellipse_lwr_ch_1":3.83213,"eq_ellipse_oblate_vol_ch_1":321.02391,"eq_ellipse_prolate_vol_ch_1":83.77165,"eq_sphere_area_ch_1":666.64626,"eq_sphere_vol_ch_1":1618.51595,"fiber_align_2_ch_3":1.91897,"fiber_align_2_ch_4":1.43278,"fiber_length_ch_1":28.80538,"fiber_width_ch_1":6.14966,"inten_cooc_asm_ch_3":0.00831,"inten_cooc_asm_ch_4":0.38378,"inten_cooc_contrast_ch_3":22.57265,"inten_cooc_contrast_ch_4":1.70801,"inten_cooc_entropy_ch_3":7.18964,"inten_cooc_entropy_ch_4":2.8566,"inten_cooc_max_ch_3":0.03448,"inten_cooc_max_ch_4":0.62759,"kurt_inten_ch_1":-0.1388,"kurt_inten_ch_3":1.41682,"kurt_inten_ch_4":4.26754,"length_ch_1":28.16518,"neighbor_avg_dist_ch_1":241.79606,"neighbor_min_dist_ch_1":36.65753,"neighbor_var_dist_ch_1":101.98724,"perim_ch_1":69.91009,"shape_bfr_ch_1":0.58818,"shape_lwr_ch_1":2.79962,"shape_p_2_a_ch_1":2.19554,"skew_inten_ch_1":0.77602,"skew_inten_ch_3":1.14795,"skew_inten_ch_4":2.19929,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8998,"total_inten_ch_2":39,"total_inten_ch_3":22075,"total_inten_ch_4":2245,"var_inten_ch_1":41.69901,"var_inten_ch_3":100.76537,"var_inten_ch_4":27.56248,"width_ch_1":10.06038}
{"case":"Test","class":"WS","angle_ch_1":128.90814,"area_ch_1":279,"avg_inten_ch_1":115.95506,"avg_inten_ch_2":255.56929,"avg_inten_ch_3":102.3633,"avg_inten_ch_4":233.82397,"convex_hull_area_ratio_ch_1":1.11807,"convex_hull_perim_ratio_ch_1":0.9331,"diff_inten_density_ch_1":63.53878,"diff_inten_density_ch_3":89.87755,"diff_inten_density_ch_4":170.7551,"entropy_inten_ch_1":7.00799,"entropy_inten_ch_3":6.40996,"entropy_inten_ch_4":6.34652,"eq_circ_diam_ch_1":18.87686,"eq_ellipse_lwr_ch_1":1.37035,"eq_ellipse_oblate_vol_ch_1":417.73774,"eq_ellipse_prolate_vol_ch_1":304.84085,"eq_sphere_area_ch_1":1119.46259,"eq_sphere_vol_ch_1":3521.99056,"fiber_align_2_ch_3":1.3842,"fiber_align_2_ch_4":1.23232,"fiber_length_ch_1":26.49237,"fiber_width_ch_1":11.05858,"inten_cooc_asm_ch_3":0.02637,"inten_cooc_asm_ch_4":0.03487,"inten_cooc_contrast_ch_3":8.56109,"inten_cooc_contrast_ch_4":5.54525,"inten_cooc_entropy_ch_3":6.6788,"inten_cooc_entropy_ch_4":6.23961,"inten_cooc_max_ch_3":0.14754,"inten_cooc_max_ch_4":0.16667,"kurt_inten_ch_1":-0.84362,"kurt_inten_ch_3":0.54045,"kurt_inten_ch_4":0.69567,"length_ch_1":24.75395,"neighbor_avg_dist_ch_1":306.99993,"neighbor_min_dist_ch_1":11.67322,"neighbor_var_dist_ch_1":138.76002,"perim_ch_1":75.10189,"shape_bfr_ch_1":0.61932,"shape_lwr_ch_1":1.35599,"shape_p_2_a_ch_1":1.53204,"skew_inten_ch_1":-0.11123,"skew_inten_ch_3":1.08891,"skew_inten_ch_4":1.23566,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":30960,"total_inten_ch_2":67971,"total_inten_ch_3":27331,"total_inten_ch_4":62431,"var_inten_ch_1":56.25276,"var_inten_ch_3":102.32916,"var_inten_ch_4":271.1339,"width_ch_1":18.25526}
{"case":"Train","class":"PS","angle_ch_1":42.56291,"area_ch_1":260,"avg_inten_ch_1":144.46185,"avg_inten_ch_2":489.17269,"avg_inten_ch_3":252.55422,"avg_inten_ch_4":260.92369,"convex_hull_area_ratio_ch_1":1.24713,"convex_hull_perim_ratio_ch_1":0.91289,"diff_inten_density_ch_1":102.47903,"diff_inten_density_ch_3":194.10817,"diff_inten_density_ch_4":196.27152,"entropy_inten_ch_1":7.29196,"entropy_inten_ch_3":6.90372,"entropy_inten_ch_4":6.29466,"eq_circ_diam_ch_1":18.22946,"eq_ellipse_lwr_ch_1":1.56742,"eq_ellipse_oblate_vol_ch_1":402.35909,"eq_ellipse_prolate_vol_ch_1":256.70086,"eq_sphere_area_ch_1":1043.9932,"eq_sphere_vol_ch_1":3171.90606,"fiber_align_2_ch_3":1.53988,"fiber_align_2_ch_4":1.48554,"fiber_length_ch_1":29.64675,"fiber_width_ch_1":9.22788,"inten_cooc_asm_ch_3":0.01322,"inten_cooc_asm_ch_4":0.04458,"inten_cooc_contrast_ch_3":9.249,"inten_cooc_contrast_ch_4":7.28398,"inten_cooc_entropy_ch_3":6.89132,"inten_cooc_entropy_ch_4":6.23694,"inten_cooc_max_ch_3":0.07048,"inten_cooc_max_ch_4":0.19824,"kurt_inten_ch_1":-0.01373,"kurt_inten_ch_3":0.93323,"kurt_inten_ch_4":2.31733,"length_ch_1":24.46865,"neighbor_avg_dist_ch_1":295.2328,"neighbor_min_dist_ch_1":39.9417,"neighbor_var_dist_ch_1":126.06603,"perim_ch_1":77.74925,"shape_bfr_ch_1":0.57095,"shape_lwr_ch_1":1.30972,"shape_p_2_a_ch_1":1.75833,"skew_inten_ch_1":0.81242,"skew_inten_ch_3":1.03551,"skew_inten_ch_4":1.25216,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":35971,"total_inten_ch_2":121556,"total_inten_ch_3":62886,"total_inten_ch_4":64970,"var_inten_ch_1":101.99421,"var_inten_ch_3":231.64193,"var_inten_ch_4":260.58351,"width_ch_1":18.68235}
{"case":"Train","class":"PS","angle_ch_1":119.45197,"area_ch_1":201,"avg_inten_ch_1":101.75521,"avg_inten_ch_2":7.26042,"avg_inten_ch_3":256.5625,"avg_inten_ch_4":37.22917,"convex_hull_area_ratio_ch_1":1.42512,"convex_hull_perim_ratio_ch_1":0.92085,"diff_inten_density_ch_1":65.03012,"diff_inten_density_ch_3":148.68072,"diff_inten_density_ch_4":34.72892,"entropy_inten_ch_1":6.74867,"entropy_inten_ch_3":7.00069,"entropy_inten_ch_4":2.79351,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":5.17285,"eq_ellipse_oblate_vol_ch_1":494.9237,"eq_ellipse_prolate_vol_ch_1":95.67722,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.47691,"fiber_align_2_ch_4":1.67246,"fiber_length_ch_1":38.62456,"fiber_width_ch_1":5.61753,"inten_cooc_asm_ch_3":0.00673,"inten_cooc_asm_ch_4":0.40853,"inten_cooc_contrast_ch_3":18.19638,"inten_cooc_contrast_ch_4":1.00098,"inten_cooc_entropy_ch_3":7.40516,"inten_cooc_entropy_ch_4":2.75294,"inten_cooc_max_ch_3":0.01863,"inten_cooc_max_ch_4":0.64327,"kurt_inten_ch_1":1.78039,"kurt_inten_ch_3":3.15461,"kurt_inten_ch_4":3.34442,"length_ch_1":36.19434,"neighbor_avg_dist_ch_1":296.53856,"neighbor_min_dist_ch_1":21.37777,"neighbor_var_dist_ch_1":130.48706,"perim_ch_1":88.48418,"shape_bfr_ch_1":0.50347,"shape_lwr_ch_1":3.27731,"shape_p_2_a_ch_1":2.87151,"skew_inten_ch_1":0.68571,"skew_inten_ch_3":0.84485,"skew_inten_ch_4":2.08352,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":19537,"total_inten_ch_2":1203,"total_inten_ch_3":49260,"total_inten_ch_4":7148,"var_inten_ch_1":51.62846,"var_inten_ch_3":134.41353,"var_inten_ch_4":72.60208,"width_ch_1":11.04391}
{"case":"Test","class":"PS","angle_ch_1":23.68629,"area_ch_1":258,"avg_inten_ch_1":32.80567,"avg_inten_ch_2":3.64777,"avg_inten_ch_3":75.31579,"avg_inten_ch_4":62.36437,"convex_hull_area_ratio_ch_1":1.30871,"convex_hull_perim_ratio_ch_1":0.79174,"diff_inten_density_ch_1":44.53917,"diff_inten_density_ch_3":66.10599,"diff_inten_density_ch_4":38.54378,"entropy_inten_ch_1":6.08567,"entropy_inten_ch_3":6.83298,"entropy_inten_ch_4":4.76168,"eq_circ_diam_ch_1":18.15611,"eq_ellipse_lwr_ch_1":2.22792,"eq_ellipse_oblate_vol_ch_1":473.93239,"eq_ellipse_prolate_vol_ch_1":212.72453,"eq_sphere_area_ch_1":1035.60771,"eq_sphere_vol_ch_1":3133.76716,"fiber_align_2_ch_3":1.87665,"fiber_align_2_ch_4":1.32612,"fiber_length_ch_1":42.55925,"fiber_width_ch_1":6.50202,"inten_cooc_asm_ch_3":0.00652,"inten_cooc_asm_ch_4":0.13096,"inten_cooc_contrast_ch_3":20.62903,"inten_cooc_contrast_ch_4":2.36406,"inten_cooc_entropy_ch_3":7.51347,"inten_cooc_entropy_ch_4":4.76619,"inten_cooc_max_ch_3":0.02304,"inten_cooc_max_ch_4":0.35484,"kurt_inten_ch_1":0.10223,"kurt_inten_ch_3":0.29656,"kurt_inten_ch_4":-0.54052,"length_ch_1":31.89489,"neighbor_avg_dist_ch_1":216.46373,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":105.71286,"perim_ch_1":98.12254,"shape_bfr_ch_1":0.49301,"shape_lwr_ch_1":1.93715,"shape_p_2_a_ch_1":2.76874,"skew_inten_ch_1":0.78704,"skew_inten_ch_3":0.83082,"skew_inten_ch_4":0.91346,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":8103,"total_inten_ch_2":655,"total_inten_ch_3":18603,"total_inten_ch_4":15404,"var_inten_ch_1":23.93773,"var_inten_ch_3":53.81176,"var_inten_ch_4":78.33307,"width_ch_1":16.46483}
{"case":"Test","class":"WS","angle_ch_1":98.69346,"area_ch_1":380,"avg_inten_ch_1":43.07713,"avg_inten_ch_2":201.54821,"avg_inten_ch_3":64.58678,"avg_inten_ch_4":277.67218,"convex_hull_area_ratio_ch_1":1.04527,"convex_hull_perim_ratio_ch_1":0.94823,"diff_inten_density_ch_1":47.76401,"diff_inten_density_ch_3":43.941,"diff_inten_density_ch_4":142.70206,"entropy_inten_ch_1":6.35968,"entropy_inten_ch_3":6.45951,"entropy_inten_ch_4":7.27277,"eq_circ_diam_ch_1":22.01038,"eq_ellipse_lwr_ch_1":1.49615,"eq_ellipse_oblate_vol_ch_1":691.93992,"eq_ellipse_prolate_vol_ch_1":462.48174,"eq_sphere_area_ch_1":1521.96599,"eq_sphere_vol_ch_1":5583.17491,"fiber_align_2_ch_3":1.35991,"fiber_align_2_ch_4":1.33963,"fiber_length_ch_1":19.73718,"fiber_width_ch_1":19.73718,"inten_cooc_asm_ch_3":0.01928,"inten_cooc_asm_ch_4":0.00978,"inten_cooc_contrast_ch_3":8.15447,"inten_cooc_contrast_ch_4":12.64525,"inten_cooc_entropy_ch_3":6.86888,"inten_cooc_entropy_ch_4":7.29581,"inten_cooc_max_ch_3":0.11343,"inten_cooc_max_ch_4":0.06414,"kurt_inten_ch_1":-0.43183,"kurt_inten_ch_3":0.29802,"kurt_inten_ch_4":-0.81055,"length_ch_1":27.24171,"neighbor_avg_dist_ch_1":210.17319,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":85.88955,"perim_ch_1":78.94872,"shape_bfr_ch_1":0.73548,"shape_lwr_ch_1":1.43449,"shape_p_2_a_ch_1":1.26017,"skew_inten_ch_1":0.24383,"skew_inten_ch_3":0.87534,"skew_inten_ch_4":-0.38399,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":15637,"total_inten_ch_2":72800,"total_inten_ch_3":23445,"total_inten_ch_4":100795,"var_inten_ch_1":25.11482,"var_inten_ch_3":54.0381,"var_inten_ch_4":161.55181,"width_ch_1":18.99058}
{"case":"Train","class":"PS","angle_ch_1":155.48845,"area_ch_1":305,"avg_inten_ch_1":136.61168,"avg_inten_ch_2":421.49141,"avg_inten_ch_3":161.67354,"avg_inten_ch_4":624.17526,"convex_hull_area_ratio_ch_1":1.08821,"convex_hull_perim_ratio_ch_1":0.95424,"diff_inten_density_ch_1":74.14657,"diff_inten_density_ch_3":102.35436,"diff_inten_density_ch_4":347.48609,"entropy_inten_ch_1":7.23736,"entropy_inten_ch_3":6.3553,"entropy_inten_ch_4":7.25675,"eq_circ_diam_ch_1":19.70701,"eq_ellipse_lwr_ch_1":1.51101,"eq_ellipse_oblate_vol_ch_1":499.10848,"eq_ellipse_prolate_vol_ch_1":330.3141,"eq_sphere_area_ch_1":1220.08844,"eq_sphere_vol_ch_1":4007.38233,"fiber_align_2_ch_3":1.52632,"fiber_align_2_ch_4":1.45087,"fiber_length_ch_1":21.59764,"fiber_width_ch_1":14.71746,"inten_cooc_asm_ch_3":0.05082,"inten_cooc_asm_ch_4":0.01845,"inten_cooc_contrast_ch_3":5.22809,"inten_cooc_contrast_ch_4":7.00655,"inten_cooc_entropy_ch_3":6.08288,"inten_cooc_entropy_ch_4":6.66266,"inten_cooc_max_ch_3":0.22015,"inten_cooc_max_ch_4":0.10332,"kurt_inten_ch_1":0.67877,"kurt_inten_ch_3":0.50534,"kurt_inten_ch_4":0.40302,"length_ch_1":26.09775,"neighbor_avg_dist_ch_1":263.54973,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":114.34519,"perim_ch_1":72.6302,"shape_bfr_ch_1":0.64145,"shape_lwr_ch_1":1.43232,"shape_p_2_a_ch_1":1.32064,"skew_inten_ch_1":0.76121,"skew_inten_ch_3":0.97825,"skew_inten_ch_4":0.99735,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":39754,"total_inten_ch_2":122364,"total_inten_ch_3":47047,"total_inten_ch_4":181635,"var_inten_ch_1":69.53521,"var_inten_ch_3":161.36435,"var_inten_ch_4":560.20566,"width_ch_1":18.22067}
{"case":"Train","class":"PS","angle_ch_1":129.94676,"area_ch_1":745,"avg_inten_ch_1":27.0872,"avg_inten_ch_2":177.87342,"avg_inten_ch_3":45.84248,"avg_inten_ch_4":209.32208,"convex_hull_area_ratio_ch_1":1.33379,"convex_hull_perim_ratio_ch_1":0.80528,"diff_inten_density_ch_1":38.94286,"diff_inten_density_ch_3":36.13233,"diff_inten_density_ch_4":138.07669,"entropy_inten_ch_1":5.91183,"entropy_inten_ch_3":6.21308,"entropy_inten_ch_4":7.13342,"eq_circ_diam_ch_1":30.80414,"eq_ellipse_lwr_ch_1":2.35459,"eq_ellipse_oblate_vol_ch_1":2379.48844,"eq_ellipse_prolate_vol_ch_1":1010.57443,"eq_sphere_area_ch_1":2981.04082,"eq_sphere_vol_ch_1":15304.73087,"fiber_align_2_ch_3":1.26199,"fiber_align_2_ch_4":1.29488,"fiber_length_ch_1":68.31051,"fiber_width_ch_1":11.27432,"inten_cooc_asm_ch_3":0.02477,"inten_cooc_asm_ch_4":0.03727,"inten_cooc_contrast_ch_3":12.07036,"inten_cooc_contrast_ch_4":7.1816,"inten_cooc_entropy_ch_3":7.05977,"inten_cooc_entropy_ch_4":6.589,"inten_cooc_max_ch_3":0.14329,"inten_cooc_max_ch_4":0.18552,"kurt_inten_ch_1":0.2302,"kurt_inten_ch_3":2.44571,"kurt_inten_ch_4":-0.96163,"length_ch_1":52.04881,"neighbor_avg_dist_ch_1":282.49431,"neighbor_min_dist_ch_1":37.56139,"neighbor_var_dist_ch_1":151.49491,"perim_ch_1":159.16966,"shape_bfr_ch_1":0.57456,"shape_lwr_ch_1":2.08858,"shape_p_2_a_ch_1":2.61776,"skew_inten_ch_1":0.67471,"skew_inten_ch_3":1.05198,"skew_inten_ch_4":0.42549,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":19259,"total_inten_ch_2":125758,"total_inten_ch_3":32594,"total_inten_ch_4":148828,"var_inten_ch_1":20.02209,"var_inten_ch_3":38.40447,"var_inten_ch_4":184.79049,"width_ch_1":24.92068}
{"case":"Test","class":"PS","angle_ch_1":178.34701,"area_ch_1":396,"avg_inten_ch_1":23.4418,"avg_inten_ch_2":179.4127,"avg_inten_ch_3":10.25661,"avg_inten_ch_4":50.42857,"convex_hull_area_ratio_ch_1":1.31168,"convex_hull_perim_ratio_ch_1":0.84004,"diff_inten_density_ch_1":38.92375,"diff_inten_density_ch_3":12.97067,"diff_inten_density_ch_4":33.51906,"entropy_inten_ch_1":5.64217,"entropy_inten_ch_3":2.77878,"entropy_inten_ch_4":3.80173,"eq_circ_diam_ch_1":22.46054,"eq_ellipse_lwr_ch_1":2.38297,"eq_ellipse_oblate_vol_ch_1":927.93769,"eq_ellipse_prolate_vol_ch_1":389.40335,"eq_sphere_area_ch_1":1584.85714,"eq_sphere_vol_ch_1":5932.79027,"fiber_align_2_ch_3":1.34793,"fiber_align_2_ch_4":1.18473,"fiber_length_ch_1":50.05456,"fiber_width_ch_1":8.38158,"inten_cooc_asm_ch_3":0.34698,"inten_cooc_asm_ch_4":0.30559,"inten_cooc_contrast_ch_3":2.09462,"inten_cooc_contrast_ch_4":1.46162,"inten_cooc_entropy_ch_3":3.12096,"inten_cooc_entropy_ch_4":3.55948,"inten_cooc_max_ch_3":0.59524,"inten_cooc_max_ch_4":0.5506,"kurt_inten_ch_1":0.36672,"kurt_inten_ch_3":18.36077,"kurt_inten_ch_4":-0.3314,"length_ch_1":40.14822,"neighbor_avg_dist_ch_1":250.94379,"neighbor_min_dist_ch_1":30.12854,"neighbor_var_dist_ch_1":120.77233,"perim_ch_1":116.87229,"shape_bfr_ch_1":0.52181,"shape_lwr_ch_1":2.12282,"shape_p_2_a_ch_1":2.59084,"skew_inten_ch_1":0.63209,"skew_inten_ch_3":3.90922,"skew_inten_ch_4":1.07563,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":8861,"total_inten_ch_2":67441,"total_inten_ch_3":3877,"total_inten_ch_4":19062,"var_inten_ch_1":17.30043,"var_inten_ch_3":25.61591,"var_inten_ch_4":72.06208,"width_ch_1":18.91269}
{"case":"Test","class":"PS","angle_ch_1":120.05889,"area_ch_1":226,"avg_inten_ch_1":159.15741,"avg_inten_ch_2":529.35648,"avg_inten_ch_3":144.25463,"avg_inten_ch_4":602.83796,"convex_hull_area_ratio_ch_1":1.11406,"convex_hull_perim_ratio_ch_1":0.92366,"diff_inten_density_ch_1":82.77551,"diff_inten_density_ch_3":106.17857,"diff_inten_density_ch_4":340.05102,"entropy_inten_ch_1":7.04628,"entropy_inten_ch_3":5.63556,"entropy_inten_ch_4":6.72053,"eq_circ_diam_ch_1":16.97857,"eq_ellipse_lwr_ch_1":1.6049,"eq_ellipse_oblate_vol_ch_1":328.94748,"eq_ellipse_prolate_vol_ch_1":204.96409,"eq_sphere_area_ch_1":905.63265,"eq_sphere_vol_ch_1":2562.72451,"fiber_align_2_ch_3":1.54165,"fiber_align_2_ch_4":1.02891,"fiber_length_ch_1":25.44251,"fiber_width_ch_1":9.3005,"inten_cooc_asm_ch_3":0.06517,"inten_cooc_asm_ch_4":0.02288,"inten_cooc_contrast_ch_3":5.67243,"inten_cooc_contrast_ch_4":8.04617,"inten_cooc_entropy_ch_3":5.76386,"inten_cooc_entropy_ch_4":6.65031,"inten_cooc_max_ch_3":0.24103,"inten_cooc_max_ch_4":0.13333,"kurt_inten_ch_1":-0.42945,"kurt_inten_ch_3":1.24986,"kurt_inten_ch_4":-1.14188,"length_ch_1":24.90179,"neighbor_avg_dist_ch_1":267.65125,"neighbor_min_dist_ch_1":35.84796,"neighbor_var_dist_ch_1":125.22092,"perim_ch_1":69.48601,"shape_bfr_ch_1":0.52693,"shape_lwr_ch_1":1.44318,"shape_p_2_a_ch_1":1.62374,"skew_inten_ch_1":0.21802,"skew_inten_ch_3":1.18664,"skew_inten_ch_4":0.1321,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":34378,"total_inten_ch_2":114126,"total_inten_ch_3":31159,"total_inten_ch_4":130213,"var_inten_ch_1":71.92514,"var_inten_ch_3":151.23343,"var_inten_ch_4":452.06806,"width_ch_1":17.25479}
{"case":"Test","class":"WS","angle_ch_1":33.86355,"area_ch_1":212,"avg_inten_ch_1":153.38916,"avg_inten_ch_2":278.30049,"avg_inten_ch_3":203.51724,"avg_inten_ch_4":114.3399,"convex_hull_area_ratio_ch_1":1.06993,"convex_hull_perim_ratio_ch_1":0.95239,"diff_inten_density_ch_1":78.08108,"diff_inten_density_ch_3":118.02703,"diff_inten_density_ch_4":101.36216,"entropy_inten_ch_1":6.83204,"entropy_inten_ch_3":7.11844,"entropy_inten_ch_4":6.09953,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":1.29391,"eq_ellipse_oblate_vol_ch_1":269.10274,"eq_ellipse_prolate_vol_ch_1":207.97594,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.30601,"fiber_align_2_ch_4":1.74596,"fiber_length_ch_1":14.9801,"fiber_width_ch_1":14.9801,"inten_cooc_asm_ch_3":0.0079,"inten_cooc_asm_ch_4":0.0272,"inten_cooc_contrast_ch_3":12.1283,"inten_cooc_contrast_ch_4":8.9273,"inten_cooc_entropy_ch_3":7.23071,"inten_cooc_entropy_ch_4":6.39262,"inten_cooc_max_ch_3":0.03226,"inten_cooc_max_ch_4":0.13587,"kurt_inten_ch_1":0.00402,"kurt_inten_ch_3":0.70809,"kurt_inten_ch_4":0.55637,"length_ch_1":19.86635,"neighbor_avg_dist_ch_1":243.17901,"neighbor_min_dist_ch_1":38.98551,"neighbor_var_dist_ch_1":101.79549,"perim_ch_1":59.92041,"shape_bfr_ch_1":0.67335,"shape_lwr_ch_1":1.24895,"shape_p_2_a_ch_1":1.27078,"skew_inten_ch_1":0.00221,"skew_inten_ch_3":0.71947,"skew_inten_ch_4":1.17506,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":31138,"total_inten_ch_2":56293,"total_inten_ch_3":41314,"total_inten_ch_4":23211,"var_inten_ch_1":58.43409,"var_inten_ch_3":116.94301,"var_inten_ch_4":123.03273,"width_ch_1":15.90649}
{"case":"Train","class":"PS","angle_ch_1":39.11486,"area_ch_1":432,"avg_inten_ch_1":28.94915,"avg_inten_ch_2":37.68523,"avg_inten_ch_3":58.60775,"avg_inten_ch_4":116.40436,"convex_hull_area_ratio_ch_1":1.25101,"convex_hull_perim_ratio_ch_1":0.85896,"diff_inten_density_ch_1":38.92885,"diff_inten_density_ch_3":42.32543,"diff_inten_density_ch_4":51.8643,"entropy_inten_ch_1":5.7376,"entropy_inten_ch_3":6.2532,"entropy_inten_ch_4":6.62824,"eq_circ_diam_ch_1":23.47736,"eq_ellipse_lwr_ch_1":1.30438,"eq_ellipse_oblate_vol_ch_1":784.05804,"eq_ellipse_prolate_vol_ch_1":601.09767,"eq_sphere_area_ch_1":1731.60317,"eq_sphere_vol_ch_1":6775.57838,"fiber_align_2_ch_3":1.70869,"fiber_align_2_ch_4":1.53196,"fiber_length_ch_1":44.4165,"fiber_width_ch_1":10.22428,"inten_cooc_asm_ch_3":0.032,"inten_cooc_asm_ch_4":0.03872,"inten_cooc_contrast_ch_3":9.09145,"inten_cooc_contrast_ch_4":3.70038,"inten_cooc_entropy_ch_3":6.69784,"inten_cooc_entropy_ch_4":6.24842,"inten_cooc_max_ch_3":0.1618,"inten_cooc_max_ch_4":0.18848,"kurt_inten_ch_1":0.96247,"kurt_inten_ch_3":3.37352,"kurt_inten_ch_4":-0.97367,"length_ch_1":35.36046,"neighbor_avg_dist_ch_1":328.62189,"neighbor_min_dist_ch_1":63.3853,"neighbor_var_dist_ch_1":123.02858,"perim_ch_1":109.28155,"shape_bfr_ch_1":0.46243,"shape_lwr_ch_1":1.33566,"shape_p_2_a_ch_1":2.09269,"skew_inten_ch_1":1.0475,"skew_inten_ch_3":1.57417,"skew_inten_ch_4":0.37002,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":11956,"total_inten_ch_2":15152,"total_inten_ch_3":24205,"total_inten_ch_4":48075,"var_inten_ch_1":26.54349,"var_inten_ch_3":57.10736,"var_inten_ch_4":97.99925,"width_ch_1":26.47408}
{"case":"Train","class":"PS","angle_ch_1":176.52098,"area_ch_1":164,"avg_inten_ch_1":115.20382,"avg_inten_ch_2":188.41401,"avg_inten_ch_3":147.73885,"avg_inten_ch_4":174.80255,"convex_hull_area_ratio_ch_1":1.06116,"convex_hull_perim_ratio_ch_1":0.96827,"diff_inten_density_ch_1":75.16197,"diff_inten_density_ch_3":103.02817,"diff_inten_density_ch_4":89.30282,"entropy_inten_ch_1":6.66536,"entropy_inten_ch_3":6.31178,"entropy_inten_ch_4":6.81679,"eq_circ_diam_ch_1":14.47518,"eq_ellipse_lwr_ch_1":1.86318,"eq_ellipse_oblate_vol_ch_1":219.63313,"eq_ellipse_prolate_vol_ch_1":117.88111,"eq_sphere_area_ch_1":658.26077,"eq_sphere_vol_ch_1":1588.07414,"fiber_align_2_ch_3":1.36512,"fiber_align_2_ch_4":1.03394,"fiber_length_ch_1":16.30564,"fiber_width_ch_1":10.51037,"inten_cooc_asm_ch_3":0.01404,"inten_cooc_asm_ch_4":0.01155,"inten_cooc_contrast_ch_3":14.22156,"inten_cooc_contrast_ch_4":5.31934,"inten_cooc_entropy_ch_3":6.85304,"inten_cooc_entropy_ch_4":6.71964,"inten_cooc_max_ch_3":0.08904,"inten_cooc_max_ch_4":0.0411,"kurt_inten_ch_1":0.33849,"kurt_inten_ch_3":-0.65621,"kurt_inten_ch_4":0.21891,"length_ch_1":19.60292,"neighbor_avg_dist_ch_1":299.91126,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":128.87829,"perim_ch_1":53.63203,"shape_bfr_ch_1":0.75095,"shape_lwr_ch_1":1.75354,"shape_p_2_a_ch_1":1.33561,"skew_inten_ch_1":0.62146,"skew_inten_ch_3":0.15326,"skew_inten_ch_4":1.06917,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":18087,"total_inten_ch_2":29425,"total_inten_ch_3":23195,"total_inten_ch_4":27444,"var_inten_ch_1":63.10276,"var_inten_ch_3":102.53141,"var_inten_ch_4":167.01647,"width_ch_1":11.17902}
{"case":"Test","class":"PS","angle_ch_1":13.05556,"area_ch_1":259,"avg_inten_ch_1":28.75,"avg_inten_ch_2":148.45968,"avg_inten_ch_3":40.44355,"avg_inten_ch_4":113.39919,"convex_hull_area_ratio_ch_1":1.18504,"convex_hull_perim_ratio_ch_1":0.92523,"diff_inten_density_ch_1":39.47111,"diff_inten_density_ch_3":23.01778,"diff_inten_density_ch_4":57.75556,"entropy_inten_ch_1":5.87502,"entropy_inten_ch_3":5.95353,"entropy_inten_ch_4":5.57098,"eq_circ_diam_ch_1":18.19282,"eq_ellipse_lwr_ch_1":2.37056,"eq_ellipse_oblate_vol_ch_1":491.84062,"eq_ellipse_prolate_vol_ch_1":207.47881,"eq_sphere_area_ch_1":1039.80045,"eq_sphere_vol_ch_1":3152.81739,"fiber_align_2_ch_3":1.20412,"fiber_align_2_ch_4":1.11813,"fiber_length_ch_1":28.90813,"fiber_width_ch_1":9.45459,"inten_cooc_asm_ch_3":0.01368,"inten_cooc_asm_ch_4":0.08724,"inten_cooc_contrast_ch_3":8.21037,"inten_cooc_contrast_ch_4":3.44587,"inten_cooc_entropy_ch_3":6.87533,"inten_cooc_entropy_ch_4":5.43137,"inten_cooc_max_ch_3":0.08734,"inten_cooc_max_ch_4":0.28959,"kurt_inten_ch_1":-0.4507,"kurt_inten_ch_3":-0.87164,"kurt_inten_ch_4":-1.239,"length_ch_1":27.47766,"neighbor_avg_dist_ch_1":297.29299,"neighbor_min_dist_ch_1":32.53718,"neighbor_var_dist_ch_1":129.05688,"perim_ch_1":76.72544,"shape_bfr_ch_1":0.65979,"shape_lwr_ch_1":1.91634,"shape_p_2_a_ch_1":1.71397,"skew_inten_ch_1":0.39666,"skew_inten_ch_3":0.14089,"skew_inten_ch_4":0.33378,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7130,"total_inten_ch_2":36571,"total_inten_ch_3":10030,"total_inten_ch_4":28123,"var_inten_ch_1":19.26267,"var_inten_ch_3":28.51451,"var_inten_ch_4":103.82879,"width_ch_1":14.33861}
{"case":"Train","class":"WS","angle_ch_1":68.35555,"area_ch_1":465,"avg_inten_ch_1":253.66216,"avg_inten_ch_2":154.40766,"avg_inten_ch_3":30.98423,"avg_inten_ch_4":176.68468,"convex_hull_area_ratio_ch_1":1.22619,"convex_hull_perim_ratio_ch_1":0.93562,"diff_inten_density_ch_1":101.30472,"diff_inten_density_ch_3":23.91173,"diff_inten_density_ch_4":90.45103,"entropy_inten_ch_1":8.09094,"entropy_inten_ch_3":5.94353,"entropy_inten_ch_4":7.67733,"eq_circ_diam_ch_1":24.34253,"eq_ellipse_lwr_ch_1":2.15928,"eq_ellipse_oblate_vol_ch_1":1124.47634,"eq_ellipse_prolate_vol_ch_1":520.76488,"eq_sphere_area_ch_1":1861.57823,"eq_sphere_vol_ch_1":7552.58725,"fiber_align_2_ch_3":1.4528,"fiber_align_2_ch_4":1.40469,"fiber_length_ch_1":39.35094,"fiber_width_ch_1":12.30624,"inten_cooc_asm_ch_3":0.01,"inten_cooc_asm_ch_4":0.01089,"inten_cooc_contrast_ch_3":13.62338,"inten_cooc_contrast_ch_4":7.28377,"inten_cooc_entropy_ch_3":7.37011,"inten_cooc_entropy_ch_4":7.07478,"inten_cooc_max_ch_3":0.06459,"inten_cooc_max_ch_4":0.05502,"kurt_inten_ch_1":0.23999,"kurt_inten_ch_3":0.19344,"kurt_inten_ch_4":0.92709,"length_ch_1":37.83828,"neighbor_avg_dist_ch_1":314.84067,"neighbor_min_dist_ch_1":43.43656,"neighbor_var_dist_ch_1":135.51997,"perim_ch_1":103.31435,"shape_bfr_ch_1":0.60585,"shape_lwr_ch_1":1.86384,"shape_p_2_a_ch_1":1.754,"skew_inten_ch_1":0.71993,"skew_inten_ch_3":0.69378,"skew_inten_ch_4":1.01187,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":112626,"total_inten_ch_2":68114,"total_inten_ch_3":13757,"total_inten_ch_4":78448,"var_inten_ch_1":150.25446,"var_inten_ch_3":22.91715,"var_inten_ch_4":136.59592,"width_ch_1":20.30126}
{"case":"Test","class":"WS","angle_ch_1":56.57539,"area_ch_1":250,"avg_inten_ch_1":222.46862,"avg_inten_ch_2":292.3682,"avg_inten_ch_3":229.00837,"avg_inten_ch_4":274.06695,"convex_hull_area_ratio_ch_1":1.0202,"convex_hull_perim_ratio_ch_1":0.98089,"diff_inten_density_ch_1":103.72686,"diff_inten_density_ch_3":160.44921,"diff_inten_density_ch_4":159.14447,"entropy_inten_ch_1":7.33535,"entropy_inten_ch_3":7.1358,"entropy_inten_ch_4":6.49104,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":1.41806,"eq_ellipse_oblate_vol_ch_1":359.88645,"eq_ellipse_prolate_vol_ch_1":253.78813,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.30718,"fiber_align_2_ch_4":1.36859,"fiber_length_ch_1":15.3678,"fiber_width_ch_1":15.3678,"inten_cooc_asm_ch_3":0.01096,"inten_cooc_asm_ch_4":0.03944,"inten_cooc_contrast_ch_3":9.22728,"inten_cooc_contrast_ch_4":5.19813,"inten_cooc_entropy_ch_3":7.0673,"inten_cooc_entropy_ch_4":6.30087,"inten_cooc_max_ch_3":0.06278,"inten_cooc_max_ch_4":0.18636,"kurt_inten_ch_1":-0.50413,"kurt_inten_ch_3":-0.52986,"kurt_inten_ch_4":-1.07363,"length_ch_1":22.7121,"neighbor_avg_dist_ch_1":282.04118,"neighbor_min_dist_ch_1":24.09761,"neighbor_var_dist_ch_1":132.67776,"perim_ch_1":61.47119,"shape_bfr_ch_1":0.66883,"shape_lwr_ch_1":1.3772,"shape_p_2_a_ch_1":1.15909,"skew_inten_ch_1":0.28876,"skew_inten_ch_3":0.67352,"skew_inten_ch_4":0.47552,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":53170,"total_inten_ch_2":69638,"total_inten_ch_3":54733,"total_inten_ch_4":65502,"var_inten_ch_1":113.86385,"var_inten_ch_3":193.37807,"var_inten_ch_4":250.32231,"width_ch_1":16.4915}
{"case":"Train","class":"PS","angle_ch_1":86.54571,"area_ch_1":672,"avg_inten_ch_1":51.63396,"avg_inten_ch_2":18.72586,"avg_inten_ch_3":127.65888,"avg_inten_ch_4":49.77726,"convex_hull_area_ratio_ch_1":1.38856,"convex_hull_perim_ratio_ch_1":0.78254,"diff_inten_density_ch_1":54.86621,"diff_inten_density_ch_3":123.5729,"diff_inten_density_ch_4":47.05146,"entropy_inten_ch_1":6.58046,"entropy_inten_ch_3":7.21298,"entropy_inten_ch_4":5.26665,"eq_circ_diam_ch_1":29.27128,"eq_ellipse_lwr_ch_1":3.89698,"eq_ellipse_oblate_vol_ch_1":2626.56365,"eq_ellipse_prolate_vol_ch_1":674.00056,"eq_sphere_area_ch_1":2691.7415,"eq_sphere_vol_ch_1":13131.78725,"fiber_align_2_ch_3":1.50167,"fiber_align_2_ch_4":1.72054,"fiber_length_ch_1":93.20099,"fiber_width_ch_1":7.5689,"inten_cooc_asm_ch_3":0.01754,"inten_cooc_asm_ch_4":0.0854,"inten_cooc_contrast_ch_3":14.46315,"inten_cooc_contrast_ch_4":6.62832,"inten_cooc_entropy_ch_3":7.16921,"inten_cooc_entropy_ch_4":5.56333,"inten_cooc_max_ch_3":0.11667,"inten_cooc_max_ch_4":0.29167,"kurt_inten_ch_1":3.85407,"kurt_inten_ch_3":4.07604,"kurt_inten_ch_4":10.33785,"length_ch_1":71.65984,"neighbor_avg_dist_ch_1":189.38416,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":97.36648,"perim_ch_1":201.53979,"shape_bfr_ch_1":0.45012,"shape_lwr_ch_1":3.43485,"shape_p_2_a_ch_1":4.58201,"skew_inten_ch_1":1.84999,"skew_inten_ch_3":1.90944,"skew_inten_ch_4":3.09714,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":13,"total_inten_ch_1":33149,"total_inten_ch_2":11381,"total_inten_ch_3":81957,"total_inten_ch_4":31957,"var_inten_ch_1":55.32885,"var_inten_ch_3":140.25435,"var_inten_ch_4":89.81902,"width_ch_1":20.86256}
{"case":"Train","class":"PS","angle_ch_1":10.42718,"area_ch_1":386,"avg_inten_ch_1":22.53388,"avg_inten_ch_2":26.40379,"avg_inten_ch_3":13.4878,"avg_inten_ch_4":18.85366,"convex_hull_area_ratio_ch_1":1.21983,"convex_hull_perim_ratio_ch_1":0.87466,"diff_inten_density_ch_1":37.7187,"diff_inten_density_ch_3":20.39323,"diff_inten_density_ch_4":24.71134,"entropy_inten_ch_1":5.61084,"entropy_inten_ch_3":4.88113,"entropy_inten_ch_4":5.35835,"eq_circ_diam_ch_1":22.19154,"eq_ellipse_lwr_ch_1":2.05275,"eq_ellipse_oblate_vol_ch_1":830.67142,"eq_ellipse_prolate_vol_ch_1":404.66247,"eq_sphere_area_ch_1":1547.12245,"eq_sphere_vol_ch_1":5722.17117,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":40.96669,"fiber_width_ch_1":9.80595,"inten_cooc_asm_ch_3":0.01,"inten_cooc_asm_ch_4":0.00552,"inten_cooc_contrast_ch_3":38.74315,"inten_cooc_contrast_ch_4":36.25449,"inten_cooc_entropy_ch_3":7.5399,"inten_cooc_entropy_ch_4":7.82128,"inten_cooc_max_ch_3":0.0731,"inten_cooc_max_ch_4":0.02671,"kurt_inten_ch_1":-0.40671,"kurt_inten_ch_3":-0.34922,"kurt_inten_ch_4":-0.25728,"length_ch_1":33.25221,"neighbor_avg_dist_ch_1":200.7164,"neighbor_min_dist_ch_1":58.06905,"neighbor_var_dist_ch_1":96.448,"perim_ch_1":101.54528,"shape_bfr_ch_1":0.55925,"shape_lwr_ch_1":1.59876,"shape_p_2_a_ch_1":2.04262,"skew_inten_ch_1":0.5307,"skew_inten_ch_3":0.54022,"skew_inten_ch_4":0.46881,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8315,"total_inten_ch_2":9375,"total_inten_ch_3":4977,"total_inten_ch_4":6957,"var_inten_ch_1":17.73349,"var_inten_ch_3":11.06622,"var_inten_ch_4":13.42147,"width_ch_1":20.79879}
{"case":"Train","class":"WS","angle_ch_1":41.5043,"area_ch_1":287,"avg_inten_ch_1":134.27007,"avg_inten_ch_2":182.33577,"avg_inten_ch_3":38.17883,"avg_inten_ch_4":110.45255,"convex_hull_area_ratio_ch_1":1.06173,"convex_hull_perim_ratio_ch_1":0.96542,"diff_inten_density_ch_1":64.63458,"diff_inten_density_ch_3":31.42829,"diff_inten_density_ch_4":63.53438,"entropy_inten_ch_1":7.10784,"entropy_inten_ch_3":2.8599,"entropy_inten_ch_4":6.45359,"eq_circ_diam_ch_1":19.12271,"eq_ellipse_lwr_ch_1":1.25061,"eq_ellipse_oblate_vol_ch_1":414.86611,"eq_ellipse_prolate_vol_ch_1":331.73159,"eq_sphere_area_ch_1":1148.81179,"eq_sphere_vol_ch_1":3661.39969,"fiber_align_2_ch_3":1.43792,"fiber_align_2_ch_4":1.55486,"fiber_length_ch_1":17.11555,"fiber_width_ch_1":17.11555,"inten_cooc_asm_ch_3":0.41706,"inten_cooc_asm_ch_4":0.02935,"inten_cooc_contrast_ch_3":1.22385,"inten_cooc_contrast_ch_4":7.20396,"inten_cooc_entropy_ch_3":2.7841,"inten_cooc_entropy_ch_4":6.53239,"inten_cooc_max_ch_3":0.64567,"inten_cooc_max_ch_4":0.15748,"kurt_inten_ch_1":-0.74439,"kurt_inten_ch_3":20.85033,"kurt_inten_ch_4":-1.22989,"length_ch_1":23.97808,"neighbor_avg_dist_ch_1":244.77236,"neighbor_min_dist_ch_1":29.69048,"neighbor_var_dist_ch_1":120.09617,"perim_ch_1":68.4622,"shape_bfr_ch_1":0.63754,"shape_lwr_ch_1":1.27628,"shape_p_2_a_ch_1":1.25516,"skew_inten_ch_1":-0.17233,"skew_inten_ch_3":4.45449,"skew_inten_ch_4":0.12745,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":36790,"total_inten_ch_2":49687,"total_inten_ch_3":10461,"total_inten_ch_4":30264,"var_inten_ch_1":62.67376,"var_inten_ch_3":117.17194,"var_inten_ch_4":85.61456,"width_ch_1":18.78749}
{"case":"Train","class":"PS","angle_ch_1":45.23442,"area_ch_1":711,"avg_inten_ch_1":46.85125,"avg_inten_ch_2":116.60236,"avg_inten_ch_3":105.69956,"avg_inten_ch_4":54.89102,"convex_hull_area_ratio_ch_1":1.2238,"convex_hull_perim_ratio_ch_1":0.75946,"diff_inten_density_ch_1":56.28391,"diff_inten_density_ch_3":108.84227,"diff_inten_density_ch_4":59.75079,"entropy_inten_ch_1":6.18078,"entropy_inten_ch_3":6.64717,"entropy_inten_ch_4":5.62382,"eq_circ_diam_ch_1":30.10295,"eq_ellipse_lwr_ch_1":1.62081,"eq_ellipse_oblate_vol_ch_1":1842.4338,"eq_ellipse_prolate_vol_ch_1":1136.7384,"eq_sphere_area_ch_1":2846.87302,"eq_sphere_vol_ch_1":14283.21446,"fiber_align_2_ch_3":1.01627,"fiber_align_2_ch_4":1.82233,"fiber_length_ch_1":62.69953,"fiber_width_ch_1":11.80263,"inten_cooc_asm_ch_3":0.04553,"inten_cooc_asm_ch_4":0.0805,"inten_cooc_contrast_ch_3":12.98788,"inten_cooc_contrast_ch_4":8.48304,"inten_cooc_entropy_ch_3":6.67485,"inten_cooc_entropy_ch_4":5.87831,"inten_cooc_max_ch_3":0.20787,"inten_cooc_max_ch_4":0.27488,"kurt_inten_ch_1":2.14856,"kurt_inten_ch_3":1.22703,"kurt_inten_ch_4":1.61112,"length_ch_1":42.72114,"neighbor_avg_dist_ch_1":250.78959,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":122.7604,"perim_ch_1":149.00432,"shape_bfr_ch_1":0.62258,"shape_lwr_ch_1":1.59652,"shape_p_2_a_ch_1":2.38749,"skew_inten_ch_1":1.41724,"skew_inten_ch_3":1.18545,"skew_inten_ch_4":1.43166,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":10,"total_inten_ch_1":31812,"total_inten_ch_2":78495,"total_inten_ch_3":71770,"total_inten_ch_4":37271,"var_inten_ch_1":50.00583,"var_inten_ch_3":107.39807,"var_inten_ch_4":69.40118,"width_ch_1":26.759}
{"case":"Train","class":"WS","angle_ch_1":56.78052,"area_ch_1":225,"avg_inten_ch_1":565.9907,"avg_inten_ch_2":242.8093,"avg_inten_ch_3":53.78605,"avg_inten_ch_4":102.97209,"convex_hull_area_ratio_ch_1":1.04741,"convex_hull_perim_ratio_ch_1":0.95431,"diff_inten_density_ch_1":222.40665,"diff_inten_density_ch_3":59.36829,"diff_inten_density_ch_4":70.04348,"entropy_inten_ch_1":7.64587,"entropy_inten_ch_3":4.51237,"entropy_inten_ch_4":6.72376,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.57907,"eq_ellipse_oblate_vol_ch_1":324.02601,"eq_ellipse_prolate_vol_ch_1":205.20059,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.74026,"fiber_align_2_ch_4":1.17086,"fiber_length_ch_1":21.42775,"fiber_width_ch_1":11.09198,"inten_cooc_asm_ch_3":0.13017,"inten_cooc_asm_ch_4":0.00871,"inten_cooc_contrast_ch_3":5.85563,"inten_cooc_contrast_ch_4":9.69136,"inten_cooc_entropy_ch_3":4.98634,"inten_cooc_entropy_ch_4":7.18813,"inten_cooc_max_ch_3":0.37056,"inten_cooc_max_ch_4":0.04569,"kurt_inten_ch_1":-0.94868,"kurt_inten_ch_3":0.6962,"kurt_inten_ch_4":-0.54788,"length_ch_1":23.00414,"neighbor_avg_dist_ch_1":165.72223,"neighbor_min_dist_ch_1":15.11637,"neighbor_var_dist_ch_1":71.62915,"perim_ch_1":65.03946,"shape_bfr_ch_1":0.63669,"shape_lwr_ch_1":1.49507,"shape_p_2_a_ch_1":1.4163,"skew_inten_ch_1":0.30226,"skew_inten_ch_3":1.28961,"skew_inten_ch_4":0.59732,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":121688,"total_inten_ch_2":51990,"total_inten_ch_3":11564,"total_inten_ch_4":22139,"var_inten_ch_1":362.82976,"var_inten_ch_3":71.10353,"var_inten_ch_4":82.73533,"width_ch_1":15.38662}
{"case":"Train","class":"PS","angle_ch_1":101.10571,"area_ch_1":286,"avg_inten_ch_1":93.20147,"avg_inten_ch_2":1.32601,"avg_inten_ch_3":249.65934,"avg_inten_ch_4":16.35531,"convex_hull_area_ratio_ch_1":1.40157,"convex_hull_perim_ratio_ch_1":0.9489,"diff_inten_density_ch_1":71.38413,"diff_inten_density_ch_3":157.15866,"diff_inten_density_ch_4":20.42797,"entropy_inten_ch_1":7.03085,"entropy_inten_ch_3":7.53031,"entropy_inten_ch_4":4.60751,"eq_circ_diam_ch_1":19.08779,"eq_ellipse_lwr_ch_1":7.05232,"eq_ellipse_oblate_vol_ch_1":979.78641,"eq_ellipse_prolate_vol_ch_1":138.93115,"eq_sphere_area_ch_1":1144.61905,"eq_sphere_vol_ch_1":3641.37383,"fiber_align_2_ch_3":1.9299,"fiber_align_2_ch_4":1.52537,"fiber_length_ch_1":55.15629,"fiber_width_ch_1":5.43037,"inten_cooc_asm_ch_3":0.00695,"inten_cooc_asm_ch_4":0.06955,"inten_cooc_contrast_ch_3":24.04526,"inten_cooc_contrast_ch_4":11.78845,"inten_cooc_entropy_ch_3":7.41921,"inten_cooc_entropy_ch_4":5.91425,"inten_cooc_max_ch_3":0.02335,"inten_cooc_max_ch_4":0.26459,"kurt_inten_ch_1":-0.93109,"kurt_inten_ch_3":-0.74408,"kurt_inten_ch_4":0.75705,"length_ch_1":53.40576,"neighbor_avg_dist_ch_1":238.19193,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":123.86018,"perim_ch_1":121.17332,"shape_bfr_ch_1":0.50018,"shape_lwr_ch_1":4.98541,"shape_p_2_a_ch_1":3.90101,"skew_inten_ch_1":0.22203,"skew_inten_ch_3":0.17403,"skew_inten_ch_4":1.165,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":25444,"total_inten_ch_2":90,"total_inten_ch_3":68157,"total_inten_ch_4":4465,"var_inten_ch_1":50.52972,"var_inten_ch_3":131.51634,"var_inten_ch_4":18.70893,"width_ch_1":10.71242}
{"case":"Test","class":"PS","angle_ch_1":91.09341,"area_ch_1":216,"avg_inten_ch_1":167.4058,"avg_inten_ch_2":10.14976,"avg_inten_ch_3":421.10628,"avg_inten_ch_4":108.21739,"convex_hull_area_ratio_ch_1":1.37415,"convex_hull_perim_ratio_ch_1":0.89691,"diff_inten_density_ch_1":136.37534,"diff_inten_density_ch_3":370.53973,"diff_inten_density_ch_4":70.98356,"entropy_inten_ch_1":7.1619,"entropy_inten_ch_3":7.13933,"entropy_inten_ch_4":5.71262,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":2.7821,"eq_ellipse_oblate_vol_ch_1":406.31559,"eq_ellipse_prolate_vol_ch_1":146.04633,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.72874,"fiber_align_2_ch_4":1.57749,"fiber_length_ch_1":34.68225,"fiber_width_ch_1":6.66407,"inten_cooc_asm_ch_3":0.00864,"inten_cooc_asm_ch_4":0.05718,"inten_cooc_contrast_ch_3":12.57581,"inten_cooc_contrast_ch_4":5.09401,"inten_cooc_entropy_ch_3":7.15763,"inten_cooc_entropy_ch_4":5.85325,"inten_cooc_max_ch_3":0.04301,"inten_cooc_max_ch_4":0.22905,"kurt_inten_ch_1":0.37059,"kurt_inten_ch_3":-0.0749,"kurt_inten_ch_4":-0.02208,"length_ch_1":28.83728,"neighbor_avg_dist_ch_1":230.89065,"neighbor_min_dist_ch_1":10.68889,"neighbor_var_dist_ch_1":122.22928,"perim_ch_1":82.69264,"shape_bfr_ch_1":0.59365,"shape_lwr_ch_1":2.27527,"shape_p_2_a_ch_1":2.35437,"skew_inten_ch_1":0.98248,"skew_inten_ch_3":0.84576,"skew_inten_ch_4":1.03775,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":34653,"total_inten_ch_2":1895,"total_inten_ch_3":87169,"total_inten_ch_4":22401,"var_inten_ch_1":128.72549,"var_inten_ch_3":360.76107,"var_inten_ch_4":118.55656,"width_ch_1":12.67421}
{"case":"Train","class":"PS","angle_ch_1":79.97156,"area_ch_1":573,"avg_inten_ch_1":141.19196,"avg_inten_ch_2":268.52651,"avg_inten_ch_3":249.06947,"avg_inten_ch_4":191.09324,"convex_hull_area_ratio_ch_1":1.11229,"convex_hull_perim_ratio_ch_1":0.88718,"diff_inten_density_ch_1":100.5642,"diff_inten_density_ch_3":175.54669,"diff_inten_density_ch_4":116.59533,"entropy_inten_ch_1":7.70016,"entropy_inten_ch_3":7.44671,"entropy_inten_ch_4":5.48161,"eq_circ_diam_ch_1":27.01891,"eq_ellipse_lwr_ch_1":1.3552,"eq_ellipse_oblate_vol_ch_1":1218.1613,"eq_ellipse_prolate_vol_ch_1":898.87702,"eq_sphere_area_ch_1":2293.43084,"eq_sphere_vol_ch_1":10327.6684,"fiber_align_2_ch_3":1.53583,"fiber_align_2_ch_4":1.01796,"fiber_length_ch_1":39.82007,"fiber_width_ch_1":14.94492,"inten_cooc_asm_ch_3":0.02193,"inten_cooc_asm_ch_4":0.15601,"inten_cooc_contrast_ch_3":8.22063,"inten_cooc_contrast_ch_4":2.0593,"inten_cooc_entropy_ch_3":6.86717,"inten_cooc_entropy_ch_4":4.64522,"inten_cooc_max_ch_3":0.125,"inten_cooc_max_ch_4":0.38953,"kurt_inten_ch_1":0.29429,"kurt_inten_ch_3":0.3723,"kurt_inten_ch_4":4.53686,"length_ch_1":34.81253,"neighbor_avg_dist_ch_1":193.07787,"neighbor_min_dist_ch_1":21.71828,"neighbor_var_dist_ch_1":90.12762,"perim_ch_1":109.52996,"shape_bfr_ch_1":0.59077,"shape_lwr_ch_1":1.24873,"shape_p_2_a_ch_1":1.6042,"skew_inten_ch_1":0.97899,"skew_inten_ch_3":1.10011,"skew_inten_ch_4":2.0279,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":12,"total_inten_ch_1":77232,"total_inten_ch_2":146338,"total_inten_ch_3":136241,"total_inten_ch_4":104528,"var_inten_ch_1":118.07093,"var_inten_ch_3":252.53166,"var_inten_ch_4":286.73434,"width_ch_1":27.87843}
{"case":"Train","class":"PS","angle_ch_1":100.73961,"area_ch_1":180,"avg_inten_ch_1":42.39535,"avg_inten_ch_2":28.34302,"avg_inten_ch_3":88.43023,"avg_inten_ch_4":112.43605,"convex_hull_area_ratio_ch_1":1.36193,"convex_hull_perim_ratio_ch_1":0.86285,"diff_inten_density_ch_1":50.14094,"diff_inten_density_ch_3":73.97315,"diff_inten_density_ch_4":67.44295,"entropy_inten_ch_1":6.07037,"entropy_inten_ch_3":6.59549,"entropy_inten_ch_4":6.16475,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":2.69555,"eq_ellipse_oblate_vol_ch_1":302.92709,"eq_ellipse_prolate_vol_ch_1":112.38034,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.20767,"fiber_align_2_ch_4":1.73045,"fiber_length_ch_1":31.46167,"fiber_width_ch_1":6.21349,"inten_cooc_asm_ch_3":0.00762,"inten_cooc_asm_ch_4":0.02158,"inten_cooc_contrast_ch_3":19.05523,"inten_cooc_contrast_ch_4":9.16824,"inten_cooc_entropy_ch_3":7.2494,"inten_cooc_entropy_ch_4":6.56574,"inten_cooc_max_ch_3":0.02667,"inten_cooc_max_ch_4":0.14,"kurt_inten_ch_1":2.95137,"kurt_inten_ch_3":0.1859,"kurt_inten_ch_4":-1.15008,"length_ch_1":25.6673,"neighbor_avg_dist_ch_1":165.14263,"neighbor_min_dist_ch_1":30.79949,"neighbor_var_dist_ch_1":70.19277,"perim_ch_1":75.35031,"shape_bfr_ch_1":0.52736,"shape_lwr_ch_1":1.9271,"shape_p_2_a_ch_1":2.31122,"skew_inten_ch_1":1.26519,"skew_inten_ch_3":0.69446,"skew_inten_ch_4":0.09271,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7292,"total_inten_ch_2":4704,"total_inten_ch_3":15210,"total_inten_ch_4":19339,"var_inten_ch_1":27.8936,"var_inten_ch_3":60.1329,"var_inten_ch_4":82.31485,"width_ch_1":13.31914}
{"case":"Train","class":"PS","angle_ch_1":37.22752,"area_ch_1":163,"avg_inten_ch_1":66.46795,"avg_inten_ch_2":4.03205,"avg_inten_ch_3":66.82051,"avg_inten_ch_4":120.78205,"convex_hull_area_ratio_ch_1":1.21951,"convex_hull_perim_ratio_ch_1":0.92379,"diff_inten_density_ch_1":63.36691,"diff_inten_density_ch_3":71.94964,"diff_inten_density_ch_4":52.54676,"entropy_inten_ch_1":6.36602,"entropy_inten_ch_3":5.66903,"entropy_inten_ch_4":6.26855,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":1.59507,"eq_ellipse_oblate_vol_ch_1":201.27888,"eq_ellipse_prolate_vol_ch_1":126.18818,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.36988,"fiber_align_2_ch_4":1.33119,"fiber_length_ch_1":22.30462,"fiber_width_ch_1":7.70704,"inten_cooc_asm_ch_3":0.02771,"inten_cooc_asm_ch_4":0.0107,"inten_cooc_contrast_ch_3":7.40399,"inten_cooc_contrast_ch_4":15.01853,"inten_cooc_entropy_ch_3":6.23508,"inten_cooc_entropy_ch_4":6.96439,"inten_cooc_max_ch_3":0.13768,"inten_cooc_max_ch_4":0.05797,"kurt_inten_ch_1":1.53828,"kurt_inten_ch_3":4.80773,"kurt_inten_ch_4":-0.49368,"length_ch_1":20.08417,"neighbor_avg_dist_ch_1":292.1362,"neighbor_min_dist_ch_1":36.31278,"neighbor_var_dist_ch_1":124.30857,"perim_ch_1":60.02331,"shape_bfr_ch_1":0.56111,"shape_lwr_ch_1":1.38419,"shape_p_2_a_ch_1":1.6678,"skew_inten_ch_1":1.2394,"skew_inten_ch_3":2.18818,"skew_inten_ch_4":-0.62701,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10369,"total_inten_ch_2":474,"total_inten_ch_3":10424,"total_inten_ch_4":18842,"var_inten_ch_1":50.97453,"var_inten_ch_3":97.56224,"var_inten_ch_4":64.72945,"width_ch_1":14.5097}
{"case":"Train","class":"PS","angle_ch_1":89.25225,"area_ch_1":214,"avg_inten_ch_1":64.92683,"avg_inten_ch_2":202.69268,"avg_inten_ch_3":29.72195,"avg_inten_ch_4":151,"convex_hull_area_ratio_ch_1":1.04419,"convex_hull_perim_ratio_ch_1":0.96645,"diff_inten_density_ch_1":46.48649,"diff_inten_density_ch_3":30.63243,"diff_inten_density_ch_4":78.83784,"entropy_inten_ch_1":6.61819,"entropy_inten_ch_3":5.04159,"entropy_inten_ch_4":6.96176,"eq_circ_diam_ch_1":16.5406,"eq_ellipse_lwr_ch_1":2.5098,"eq_ellipse_oblate_vol_ch_1":380.34017,"eq_ellipse_prolate_vol_ch_1":151.54182,"eq_sphere_area_ch_1":859.51247,"eq_sphere_vol_ch_1":2369.47476,"fiber_align_2_ch_3":1.4747,"fiber_align_2_ch_4":1.47245,"fiber_length_ch_1":25.33638,"fiber_width_ch_1":8.89472,"inten_cooc_asm_ch_3":0.07464,"inten_cooc_asm_ch_4":0.01067,"inten_cooc_contrast_ch_3":9.45936,"inten_cooc_contrast_ch_4":9.65921,"inten_cooc_entropy_ch_3":5.80278,"inten_cooc_entropy_ch_4":7.05843,"inten_cooc_max_ch_3":0.26404,"inten_cooc_max_ch_4":0.0625,"kurt_inten_ch_1":-0.72439,"kurt_inten_ch_3":3.87825,"kurt_inten_ch_4":-0.75535,"length_ch_1":27.68059,"neighbor_avg_dist_ch_1":188.39222,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":79.98521,"perim_ch_1":68.4622,"shape_bfr_ch_1":0.6773,"shape_lwr_ch_1":2.41512,"shape_p_2_a_ch_1":1.65506,"skew_inten_ch_1":0.40529,"skew_inten_ch_3":1.77279,"skew_inten_ch_4":0.1534,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":13310,"total_inten_ch_2":41348,"total_inten_ch_3":6093,"total_inten_ch_4":30955,"var_inten_ch_1":42.72909,"var_inten_ch_3":36.44462,"var_inten_ch_4":88.41697,"width_ch_1":11.46136}
{"case":"Test","class":"PS","angle_ch_1":160.91098,"area_ch_1":241,"avg_inten_ch_1":120.93913,"avg_inten_ch_2":268.57391,"avg_inten_ch_3":40.42174,"avg_inten_ch_4":228.5,"convex_hull_area_ratio_ch_1":1.04622,"convex_hull_perim_ratio_ch_1":0.96097,"diff_inten_density_ch_1":57.73113,"diff_inten_density_ch_3":32.71698,"diff_inten_density_ch_4":122.57547,"entropy_inten_ch_1":6.84393,"entropy_inten_ch_3":5.14073,"entropy_inten_ch_4":6.4754,"eq_circ_diam_ch_1":17.52016,"eq_ellipse_lwr_ch_1":1.80117,"eq_ellipse_oblate_vol_ch_1":382.90516,"eq_ellipse_prolate_vol_ch_1":212.58636,"eq_sphere_area_ch_1":964.33107,"eq_sphere_vol_ch_1":2815.87291,"fiber_align_2_ch_3":1.58045,"fiber_align_2_ch_4":1.44282,"fiber_length_ch_1":18.76478,"fiber_width_ch_1":13.2945,"inten_cooc_asm_ch_3":0.08552,"inten_cooc_asm_ch_4":0.04208,"inten_cooc_contrast_ch_3":6.72382,"inten_cooc_contrast_ch_4":5.60559,"inten_cooc_entropy_ch_3":5.57204,"inten_cooc_entropy_ch_4":6.18666,"inten_cooc_max_ch_3":0.29167,"inten_cooc_max_ch_4":0.1875,"kurt_inten_ch_1":-0.90185,"kurt_inten_ch_3":0.10797,"kurt_inten_ch_4":-0.37236,"length_ch_1":24.00081,"neighbor_avg_dist_ch_1":192.95285,"neighbor_min_dist_ch_1":23.54762,"neighbor_var_dist_ch_1":112.33854,"perim_ch_1":64.11855,"shape_bfr_ch_1":0.68863,"shape_lwr_ch_1":1.6454,"shape_p_2_a_ch_1":1.31141,"skew_inten_ch_1":-0.21433,"skew_inten_ch_3":0.92173,"skew_inten_ch_4":0.59459,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":27816,"total_inten_ch_2":61543,"total_inten_ch_3":9297,"total_inten_ch_4":52555,"var_inten_ch_1":49.63656,"var_inten_ch_3":42.98291,"var_inten_ch_4":191.6832,"width_ch_1":14.58659}
{"case":"Test","class":"PS","angle_ch_1":28.79485,"area_ch_1":228,"avg_inten_ch_1":17.93578,"avg_inten_ch_2":162.09633,"avg_inten_ch_3":10.7156,"avg_inten_ch_4":44.99083,"convex_hull_area_ratio_ch_1":1.54043,"convex_hull_perim_ratio_ch_1":0.76246,"diff_inten_density_ch_1":31,"diff_inten_density_ch_3":15.30851,"diff_inten_density_ch_4":35.16489,"entropy_inten_ch_1":5.3148,"entropy_inten_ch_3":4.42909,"entropy_inten_ch_4":5.70409,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":1.64991,"eq_ellipse_oblate_vol_ch_1":338.17055,"eq_ellipse_prolate_vol_ch_1":204.96363,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.5415,"fiber_align_2_ch_4":1.58115,"fiber_length_ch_1":42.54802,"fiber_width_ch_1":5.78931,"inten_cooc_asm_ch_3":0.02329,"inten_cooc_asm_ch_4":0.03459,"inten_cooc_contrast_ch_3":24.7234,"inten_cooc_contrast_ch_4":8.89362,"inten_cooc_entropy_ch_3":6.70871,"inten_cooc_entropy_ch_4":6.43527,"inten_cooc_max_ch_3":0.13298,"inten_cooc_max_ch_4":0.17021,"kurt_inten_ch_1":0.70863,"kurt_inten_ch_3":0.19372,"kurt_inten_ch_4":0.22678,"length_ch_1":24.5811,"neighbor_avg_dist_ch_1":195.43821,"neighbor_min_dist_ch_1":35.65739,"neighbor_var_dist_ch_1":68.79738,"perim_ch_1":96.67465,"shape_bfr_ch_1":0.46997,"shape_lwr_ch_1":1.24272,"shape_p_2_a_ch_1":3.0193,"skew_inten_ch_1":0.87081,"skew_inten_ch_3":0.90078,"skew_inten_ch_4":0.97745,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":10,"total_inten_ch_1":3910,"total_inten_ch_2":35120,"total_inten_ch_3":2336,"total_inten_ch_4":9808,"var_inten_ch_1":14.05708,"var_inten_ch_3":10.24479,"var_inten_ch_4":44.86514,"width_ch_1":19.78002}
{"case":"Train","class":"PS","angle_ch_1":153.36448,"area_ch_1":158,"avg_inten_ch_1":135.0596,"avg_inten_ch_2":258.05298,"avg_inten_ch_3":173.2053,"avg_inten_ch_4":210.27815,"convex_hull_area_ratio_ch_1":1.11006,"convex_hull_perim_ratio_ch_1":0.94959,"diff_inten_density_ch_1":87.27306,"diff_inten_density_ch_3":122.21033,"diff_inten_density_ch_4":107.19188,"entropy_inten_ch_1":6.61738,"entropy_inten_ch_3":5.39029,"entropy_inten_ch_4":6.58695,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":1.41773,"eq_ellipse_oblate_vol_ch_1":180.71057,"eq_ellipse_prolate_vol_ch_1":127.46484,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.35753,"fiber_align_2_ch_4":1.73038,"fiber_length_ch_1":17.3149,"fiber_width_ch_1":9.62533,"inten_cooc_asm_ch_3":0.06818,"inten_cooc_asm_ch_4":0.01076,"inten_cooc_contrast_ch_3":3.94879,"inten_cooc_contrast_ch_4":10.86123,"inten_cooc_entropy_ch_3":5.55192,"inten_cooc_entropy_ch_4":6.94212,"inten_cooc_max_ch_3":0.25564,"inten_cooc_max_ch_4":0.05797,"kurt_inten_ch_1":1.0537,"kurt_inten_ch_3":-0.35153,"kurt_inten_ch_4":-0.73386,"length_ch_1":19.22679,"neighbor_avg_dist_ch_1":187.27899,"neighbor_min_dist_ch_1":19.77305,"neighbor_var_dist_ch_1":76.25108,"perim_ch_1":53.88045,"shape_bfr_ch_1":0.56188,"shape_lwr_ch_1":1.31232,"shape_p_2_a_ch_1":1.38616,"skew_inten_ch_1":1.02861,"skew_inten_ch_3":0.89101,"skew_inten_ch_4":0.00878,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":20394,"total_inten_ch_2":38816,"total_inten_ch_3":26154,"total_inten_ch_4":31752,"var_inten_ch_1":74.32578,"var_inten_ch_3":193.36886,"var_inten_ch_4":125.2894,"width_ch_1":14.651}
{"case":"Train","class":"WS","angle_ch_1":117.87337,"area_ch_1":386,"avg_inten_ch_1":40.40921,"avg_inten_ch_2":175.56911,"avg_inten_ch_3":54.44986,"avg_inten_ch_4":52.65583,"convex_hull_area_ratio_ch_1":1.24342,"convex_hull_perim_ratio_ch_1":0.82957,"diff_inten_density_ch_1":44.05216,"diff_inten_density_ch_3":37.43219,"diff_inten_density_ch_4":35.11326,"entropy_inten_ch_1":6.40572,"entropy_inten_ch_3":5.75522,"entropy_inten_ch_4":4.98187,"eq_circ_diam_ch_1":22.19154,"eq_ellipse_lwr_ch_1":2.83449,"eq_ellipse_oblate_vol_ch_1":976.10898,"eq_ellipse_prolate_vol_ch_1":344.36887,"eq_sphere_area_ch_1":1547.12245,"eq_sphere_vol_ch_1":5722.17117,"fiber_align_2_ch_3":1.35038,"fiber_align_2_ch_4":1.24954,"fiber_length_ch_1":46.61135,"fiber_width_ch_1":8.75337,"inten_cooc_asm_ch_3":0.058,"inten_cooc_asm_ch_4":0.13581,"inten_cooc_contrast_ch_3":4.31601,"inten_cooc_contrast_ch_4":3.10785,"inten_cooc_entropy_ch_3":5.93788,"inten_cooc_entropy_ch_4":5.02304,"inten_cooc_max_ch_3":0.22523,"inten_cooc_max_ch_4":0.36391,"kurt_inten_ch_1":-0.09774,"kurt_inten_ch_3":0.30268,"kurt_inten_ch_4":-0.9337,"length_ch_1":38.53398,"neighbor_avg_dist_ch_1":171.51787,"neighbor_min_dist_ch_1":24.16277,"neighbor_var_dist_ch_1":69.8006,"perim_ch_1":110.72943,"shape_bfr_ch_1":0.5433,"shape_lwr_ch_1":2.08577,"shape_p_2_a_ch_1":2.39137,"skew_inten_ch_1":0.71296,"skew_inten_ch_3":1.03562,"skew_inten_ch_4":0.67732,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":14911,"total_inten_ch_2":64417,"total_inten_ch_3":20092,"total_inten_ch_4":19430,"var_inten_ch_1":29.70082,"var_inten_ch_3":60.36428,"var_inten_ch_4":58.81894,"width_ch_1":18.47471}
{"case":"Train","class":"PS","angle_ch_1":72.46208,"area_ch_1":1168,"avg_inten_ch_1":48.98117,"avg_inten_ch_2":85.07354,"avg_inten_ch_3":104.47354,"avg_inten_ch_4":28.89417,"convex_hull_area_ratio_ch_1":1.82817,"convex_hull_perim_ratio_ch_1":0.53197,"diff_inten_density_ch_1":48.19132,"diff_inten_density_ch_3":69.03156,"diff_inten_density_ch_4":25.43097,"entropy_inten_ch_1":6.83641,"entropy_inten_ch_3":6.68848,"entropy_inten_ch_4":4.7195,"eq_circ_diam_ch_1":38.57551,"eq_ellipse_lwr_ch_1":1.39808,"eq_ellipse_oblate_vol_ch_1":3600.80698,"eq_ellipse_prolate_vol_ch_1":2575.53741,"eq_sphere_area_ch_1":4674.9093,"eq_sphere_vol_ch_1":30056.16712,"fiber_align_2_ch_3":1.12438,"fiber_align_2_ch_4":1.34664,"fiber_length_ch_1":158.01303,"fiber_width_ch_1":7.81763,"inten_cooc_asm_ch_3":0.06716,"inten_cooc_asm_ch_4":0.1532,"inten_cooc_contrast_ch_3":5.41062,"inten_cooc_contrast_ch_4":4.0527,"inten_cooc_entropy_ch_3":6.06502,"inten_cooc_entropy_ch_4":4.94628,"inten_cooc_max_ch_3":0.25099,"inten_cooc_max_ch_4":0.39032,"kurt_inten_ch_1":1.53775,"kurt_inten_ch_3":1.13056,"kurt_inten_ch_4":0.2772,"length_ch_1":61.86549,"neighbor_avg_dist_ch_1":191.70369,"neighbor_min_dist_ch_1":50.198,"neighbor_var_dist_ch_1":65.73032,"perim_ch_1":331.66132,"shape_bfr_ch_1":0.36512,"shape_lwr_ch_1":1.19571,"shape_p_2_a_ch_1":7.08613,"skew_inten_ch_1":1.31228,"skew_inten_ch_3":1.2125,"skew_inten_ch_4":1.12481,"spot_fiber_count_ch_3":8,"spot_fiber_count_ch_4":29,"total_inten_ch_1":54614,"total_inten_ch_2":93743,"total_inten_ch_3":116488,"total_inten_ch_4":32217,"var_inten_ch_1":40.42874,"var_inten_ch_3":110.13665,"var_inten_ch_4":36.72979,"width_ch_1":51.73969}
{"case":"Train","class":"WS","angle_ch_1":173.95896,"area_ch_1":278,"avg_inten_ch_1":147.0188,"avg_inten_ch_2":179.55263,"avg_inten_ch_3":47.11654,"avg_inten_ch_4":38.75564,"convex_hull_area_ratio_ch_1":1.11151,"convex_hull_perim_ratio_ch_1":0.94746,"diff_inten_density_ch_1":87.5447,"diff_inten_density_ch_3":64.33056,"diff_inten_density_ch_4":29.41996,"entropy_inten_ch_1":7.21213,"entropy_inten_ch_3":2.79991,"entropy_inten_ch_4":4.91424,"eq_circ_diam_ch_1":18.84148,"eq_ellipse_lwr_ch_1":3.79006,"eq_ellipse_oblate_vol_ch_1":690.82328,"eq_ellipse_prolate_vol_ch_1":182.27246,"eq_sphere_area_ch_1":1115.26984,"eq_sphere_vol_ch_1":3502.22264,"fiber_align_2_ch_3":1.02935,"fiber_align_2_ch_4":1.57442,"fiber_length_ch_1":36.25647,"fiber_width_ch_1":8.03707,"inten_cooc_asm_ch_3":0.382,"inten_cooc_asm_ch_4":0.12787,"inten_cooc_contrast_ch_3":1.31795,"inten_cooc_contrast_ch_4":5.23673,"inten_cooc_entropy_ch_3":2.86028,"inten_cooc_entropy_ch_4":5.16207,"inten_cooc_max_ch_3":0.61905,"inten_cooc_max_ch_4":0.34934,"kurt_inten_ch_1":7.2522,"kurt_inten_ch_3":14.98106,"kurt_inten_ch_4":-0.09182,"length_ch_1":38.20932,"neighbor_avg_dist_ch_1":161.81762,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":70.43291,"perim_ch_1":88.58708,"shape_bfr_ch_1":0.65503,"shape_lwr_ch_1":3.42991,"shape_p_2_a_ch_1":2.14311,"skew_inten_ch_1":2.18867,"skew_inten_ch_3":3.60279,"skew_inten_ch_4":0.91305,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":39107,"total_inten_ch_2":47496,"total_inten_ch_3":12533,"total_inten_ch_4":10309,"var_inten_ch_1":98.66136,"var_inten_ch_3":118.28037,"var_inten_ch_4":42.2088,"width_ch_1":11.14002}
{"case":"Train","class":"WS","angle_ch_1":78.02753,"area_ch_1":203,"avg_inten_ch_1":143.40722,"avg_inten_ch_2":291.08247,"avg_inten_ch_3":64.31443,"avg_inten_ch_4":7.13918,"convex_hull_area_ratio_ch_1":1.05495,"convex_hull_perim_ratio_ch_1":0.95737,"diff_inten_density_ch_1":81.32184,"diff_inten_density_ch_3":53.87931,"diff_inten_density_ch_4":11.55747,"entropy_inten_ch_1":7.10759,"entropy_inten_ch_3":5.22352,"entropy_inten_ch_4":2.80758,"eq_circ_diam_ch_1":16.09071,"eq_ellipse_lwr_ch_1":2.62378,"eq_ellipse_oblate_vol_ch_1":358.00394,"eq_ellipse_prolate_vol_ch_1":136.4459,"eq_sphere_area_ch_1":813.39229,"eq_sphere_vol_ch_1":2181.34265,"fiber_align_2_ch_3":1.77932,"fiber_align_2_ch_4":2,"fiber_length_ch_1":25.83661,"fiber_width_ch_1":8.30667,"inten_cooc_asm_ch_3":0.09747,"inten_cooc_asm_ch_4":0.31272,"inten_cooc_contrast_ch_3":7.80101,"inten_cooc_contrast_ch_4":4.35708,"inten_cooc_entropy_ch_3":5.42802,"inten_cooc_entropy_ch_4":3.4326,"inten_cooc_max_ch_3":0.30939,"inten_cooc_max_ch_4":0.55801,"kurt_inten_ch_1":-0.84607,"kurt_inten_ch_3":2.58659,"kurt_inten_ch_4":11.47862,"length_ch_1":28.52822,"neighbor_avg_dist_ch_1":219.28028,"neighbor_min_dist_ch_1":16.79172,"neighbor_var_dist_ch_1":103.35695,"perim_ch_1":68.28654,"shape_bfr_ch_1":0.59012,"shape_lwr_ch_1":2.36184,"shape_p_2_a_ch_1":1.729,"skew_inten_ch_1":0.24694,"skew_inten_ch_3":1.45835,"skew_inten_ch_4":2.89732,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":27821,"total_inten_ch_2":56277,"total_inten_ch_3":12477,"total_inten_ch_4":1385,"var_inten_ch_1":82.42781,"var_inten_ch_3":70.97654,"var_inten_ch_4":13.4055,"width_ch_1":12.07883}
{"case":"Train","class":"PS","angle_ch_1":89.37153,"area_ch_1":379,"avg_inten_ch_1":22.6768,"avg_inten_ch_2":45.44199,"avg_inten_ch_3":41.37293,"avg_inten_ch_4":87.18508,"convex_hull_area_ratio_ch_1":1.24224,"convex_hull_perim_ratio_ch_1":0.89441,"diff_inten_density_ch_1":38.61339,"diff_inten_density_ch_3":33.80061,"diff_inten_density_ch_4":59.29528,"entropy_inten_ch_1":5.55007,"entropy_inten_ch_3":6.15628,"entropy_inten_ch_4":6.50738,"eq_circ_diam_ch_1":21.98004,"eq_ellipse_lwr_ch_1":3.52904,"eq_ellipse_oblate_vol_ch_1":1058.30893,"eq_ellipse_prolate_vol_ch_1":299.88611,"eq_sphere_area_ch_1":1517.77324,"eq_sphere_vol_ch_1":5560.11983,"fiber_align_2_ch_3":1.36536,"fiber_align_2_ch_4":1.69742,"fiber_length_ch_1":47.69157,"fiber_width_ch_1":8.32433,"inten_cooc_asm_ch_3":0.00927,"inten_cooc_asm_ch_4":0.01923,"inten_cooc_contrast_ch_3":16.71396,"inten_cooc_contrast_ch_4":8.39829,"inten_cooc_entropy_ch_3":7.40154,"inten_cooc_entropy_ch_4":6.8558,"inten_cooc_max_ch_3":0.06785,"inten_cooc_max_ch_4":0.12389,"kurt_inten_ch_1":1.00118,"kurt_inten_ch_3":7.00179,"kurt_inten_ch_4":-0.9035,"length_ch_1":41.99612,"neighbor_avg_dist_ch_1":267.58363,"neighbor_min_dist_ch_1":39.98104,"neighbor_var_dist_ch_1":140.80531,"perim_ch_1":112.0318,"shape_bfr_ch_1":0.67265,"shape_lwr_ch_1":3.12651,"shape_p_2_a_ch_1":2.51582,"skew_inten_ch_1":0.77015,"skew_inten_ch_3":1.84616,"skew_inten_ch_4":0.34134,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":8209,"total_inten_ch_2":16089,"total_inten_ch_3":14977,"total_inten_ch_4":31561,"var_inten_ch_1":17.8721,"var_inten_ch_3":33.78084,"var_inten_ch_4":70.77547,"width_ch_1":13.43225}
{"case":"Test","class":"WS","angle_ch_1":174.75051,"area_ch_1":378,"avg_inten_ch_1":106.94183,"avg_inten_ch_2":263.70914,"avg_inten_ch_3":25.83102,"avg_inten_ch_4":76.54571,"convex_hull_area_ratio_ch_1":1.04704,"convex_hull_perim_ratio_ch_1":0.96384,"diff_inten_density_ch_1":54.14074,"diff_inten_density_ch_3":25.87704,"diff_inten_density_ch_4":39.15407,"entropy_inten_ch_1":7.22057,"entropy_inten_ch_3":5.24818,"entropy_inten_ch_4":6.26891,"eq_circ_diam_ch_1":21.94966,"eq_ellipse_lwr_ch_1":2.05697,"eq_ellipse_oblate_vol_ch_1":804.62949,"eq_ellipse_prolate_vol_ch_1":391.1729,"eq_sphere_area_ch_1":1513.5805,"eq_sphere_vol_ch_1":5537.09658,"fiber_align_2_ch_3":1.70449,"fiber_align_2_ch_4":1.28141,"fiber_length_ch_1":27.17141,"fiber_width_ch_1":14.35057,"inten_cooc_asm_ch_3":0.04273,"inten_cooc_asm_ch_4":0.04566,"inten_cooc_contrast_ch_3":11.3303,"inten_cooc_contrast_ch_4":5.10191,"inten_cooc_entropy_ch_3":6.30988,"inten_cooc_entropy_ch_4":6.19122,"inten_cooc_max_ch_3":0.18841,"inten_cooc_max_ch_4":0.2,"kurt_inten_ch_1":-0.5049,"kurt_inten_ch_3":2.50187,"kurt_inten_ch_4":-1.32487,"length_ch_1":32.26068,"neighbor_avg_dist_ch_1":207.06842,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":97.58853,"perim_ch_1":83.04395,"shape_bfr_ch_1":0.69126,"shape_lwr_ch_1":1.90127,"shape_p_2_a_ch_1":1.40742,"skew_inten_ch_1":0.15369,"skew_inten_ch_3":1.619,"skew_inten_ch_4":0.1574,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":38606,"total_inten_ch_2":94839,"total_inten_ch_3":9325,"total_inten_ch_4":27633,"var_inten_ch_1":51.80958,"var_inten_ch_3":30.32761,"var_inten_ch_4":62.43054,"width_ch_1":16.96794}
{"case":"Test","class":"PS","angle_ch_1":78.0034,"area_ch_1":190,"avg_inten_ch_1":23.07143,"avg_inten_ch_2":2.15934,"avg_inten_ch_3":51.58791,"avg_inten_ch_4":45.80769,"convex_hull_area_ratio_ch_1":1.11742,"convex_hull_perim_ratio_ch_1":0.89955,"diff_inten_density_ch_1":35.47385,"diff_inten_density_ch_3":31.70154,"diff_inten_density_ch_4":32.12615,"entropy_inten_ch_1":5.4809,"entropy_inten_ch_3":6.2699,"entropy_inten_ch_4":5.67313,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.12513,"eq_ellipse_oblate_vol_ch_1":213.02483,"eq_ellipse_prolate_vol_ch_1":189.33331,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.11781,"fiber_align_2_ch_4":1.12601,"fiber_length_ch_1":22.94466,"fiber_width_ch_1":8.85112,"inten_cooc_asm_ch_3":0.00886,"inten_cooc_asm_ch_4":0.02634,"inten_cooc_contrast_ch_3":8.69874,"inten_cooc_contrast_ch_4":6.65347,"inten_cooc_entropy_ch_3":7.06678,"inten_cooc_entropy_ch_4":6.34063,"inten_cooc_max_ch_3":0.03086,"inten_cooc_max_ch_4":0.15337,"kurt_inten_ch_1":-0.0497,"kurt_inten_ch_3":-0.273,"kurt_inten_ch_4":-0.18978,"length_ch_1":18.6645,"neighbor_avg_dist_ch_1":282.97455,"neighbor_min_dist_ch_1":22.36034,"neighbor_var_dist_ch_1":135.52128,"perim_ch_1":63.59157,"shape_bfr_ch_1":0.65008,"shape_lwr_ch_1":1.1871,"shape_p_2_a_ch_1":1.58455,"skew_inten_ch_1":0.6189,"skew_inten_ch_3":0.6601,"skew_inten_ch_4":0.71385,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":4199,"total_inten_ch_2":212,"total_inten_ch_3":9389,"total_inten_ch_4":8337,"var_inten_ch_1":16.5934,"var_inten_ch_3":36.25975,"var_inten_ch_4":41.64042,"width_ch_1":15.72271}
{"case":"Train","class":"WS","angle_ch_1":58.19053,"area_ch_1":258,"avg_inten_ch_1":1159.5587,"avg_inten_ch_2":720.26721,"avg_inten_ch_3":128.67206,"avg_inten_ch_4":660.41296,"convex_hull_area_ratio_ch_1":1.17602,"convex_hull_perim_ratio_ch_1":0.90914,"diff_inten_density_ch_1":396.59465,"diff_inten_density_ch_3":70.38976,"diff_inten_density_ch_4":253.12472,"entropy_inten_ch_1":7.75908,"entropy_inten_ch_3":7.1419,"entropy_inten_ch_4":7.68819,"eq_circ_diam_ch_1":18.15611,"eq_ellipse_lwr_ch_1":2.59081,"eq_ellipse_oblate_vol_ch_1":511.07534,"eq_ellipse_prolate_vol_ch_1":197.26454,"eq_sphere_area_ch_1":1035.60771,"eq_sphere_vol_ch_1":3133.76716,"fiber_align_2_ch_3":1.34837,"fiber_align_2_ch_4":1.74296,"fiber_length_ch_1":30.20346,"fiber_width_ch_1":8.97103,"inten_cooc_asm_ch_3":0.00806,"inten_cooc_asm_ch_4":0.00856,"inten_cooc_contrast_ch_3":10.60726,"inten_cooc_contrast_ch_4":11.7635,"inten_cooc_entropy_ch_3":7.22198,"inten_cooc_entropy_ch_4":7.18623,"inten_cooc_max_ch_3":0.02212,"inten_cooc_max_ch_4":0.02655,"kurt_inten_ch_1":-0.68557,"kurt_inten_ch_3":3.47451,"kurt_inten_ch_4":-0.46217,"length_ch_1":28.43598,"neighbor_avg_dist_ch_1":222.49179,"neighbor_min_dist_ch_1":25.61571,"neighbor_var_dist_ch_1":102.54153,"perim_ch_1":78.34898,"shape_bfr_ch_1":0.69942,"shape_lwr_ch_1":2.18443,"shape_p_2_a_ch_1":1.80283,"skew_inten_ch_1":-0.66311,"skew_inten_ch_3":1.78906,"skew_inten_ch_4":0.05469,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":286411,"total_inten_ch_2":177660,"total_inten_ch_3":31782,"total_inten_ch_4":163122,"var_inten_ch_1":511.65911,"var_inten_ch_3":96.19212,"var_inten_ch_4":274.34126,"width_ch_1":13.01756}
{"case":"Train","class":"PS","angle_ch_1":85.65186,"area_ch_1":155,"avg_inten_ch_1":69.00676,"avg_inten_ch_2":4.29054,"avg_inten_ch_3":171.41216,"avg_inten_ch_4":51.66892,"convex_hull_area_ratio_ch_1":1.35238,"convex_hull_perim_ratio_ch_1":0.90594,"diff_inten_density_ch_1":61.23438,"diff_inten_density_ch_3":116.41406,"diff_inten_density_ch_4":48.3125,"entropy_inten_ch_1":6.36294,"entropy_inten_ch_3":6.73469,"entropy_inten_ch_4":4.55801,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":2.50105,"eq_ellipse_oblate_vol_ch_1":232.90311,"eq_ellipse_prolate_vol_ch_1":93.12214,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1.1504,"fiber_align_2_ch_4":1.29299,"fiber_length_ch_1":28.79838,"fiber_width_ch_1":5.73259,"inten_cooc_asm_ch_3":0.00837,"inten_cooc_asm_ch_4":0.10187,"inten_cooc_contrast_ch_3":20.51802,"inten_cooc_contrast_ch_4":5.56421,"inten_cooc_entropy_ch_3":7.11749,"inten_cooc_entropy_ch_4":5.13481,"inten_cooc_max_ch_3":0.0229,"inten_cooc_max_ch_4":0.33588,"kurt_inten_ch_1":-0.12961,"kurt_inten_ch_3":-0.35596,"kurt_inten_ch_4":-0.44118,"length_ch_1":24.10082,"neighbor_avg_dist_ch_1":240.0053,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":130.07602,"perim_ch_1":69.06194,"shape_bfr_ch_1":0.48787,"shape_lwr_ch_1":1.82671,"shape_p_2_a_ch_1":2.29904,"skew_inten_ch_1":0.65715,"skew_inten_ch_3":0.48256,"skew_inten_ch_4":0.9198,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10213,"total_inten_ch_2":488,"total_inten_ch_3":25369,"total_inten_ch_4":7647,"var_inten_ch_1":43.58101,"var_inten_ch_3":91.70045,"var_inten_ch_4":61.22846,"width_ch_1":13.19359}
{"case":"Test","class":"PS","angle_ch_1":90.9178,"area_ch_1":229,"avg_inten_ch_1":75.81279,"avg_inten_ch_2":2.26027,"avg_inten_ch_3":187.42466,"avg_inten_ch_4":33.29224,"convex_hull_area_ratio_ch_1":1.66304,"convex_hull_perim_ratio_ch_1":0.87253,"diff_inten_density_ch_1":59.08333,"diff_inten_density_ch_3":135.06771,"diff_inten_density_ch_4":31.79167,"entropy_inten_ch_1":6.75555,"entropy_inten_ch_3":7.20059,"entropy_inten_ch_4":4.39106,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":3.02028,"eq_ellipse_oblate_vol_ch_1":460.69255,"eq_ellipse_prolate_vol_ch_1":152.53316,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.37434,"fiber_align_2_ch_4":1.62894,"fiber_length_ch_1":42.25994,"fiber_width_ch_1":5.70476,"inten_cooc_asm_ch_3":0.00795,"inten_cooc_asm_ch_4":0.15672,"inten_cooc_contrast_ch_3":16.0857,"inten_cooc_contrast_ch_4":4.69963,"inten_cooc_entropy_ch_3":7.33868,"inten_cooc_entropy_ch_4":4.85073,"inten_cooc_max_ch_3":0.04592,"inten_cooc_max_ch_4":0.40957,"kurt_inten_ch_1":0.48068,"kurt_inten_ch_3":0.46962,"kurt_inten_ch_4":3.10924,"length_ch_1":31.81602,"neighbor_avg_dist_ch_1":185.6723,"neighbor_min_dist_ch_1":40.91397,"neighbor_var_dist_ch_1":68.18091,"perim_ch_1":95.9294,"shape_bfr_ch_1":0.52533,"shape_lwr_ch_1":2.31655,"shape_p_2_a_ch_1":3.03756,"skew_inten_ch_1":0.89892,"skew_inten_ch_3":0.88775,"skew_inten_ch_4":1.79092,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":16603,"total_inten_ch_2":277,"total_inten_ch_3":41046,"total_inten_ch_4":7291,"var_inten_ch_1":51.74451,"var_inten_ch_3":133.55124,"var_inten_ch_4":47.93142,"width_ch_1":13.7342}
{"case":"Test","class":"PS","angle_ch_1":14.75435,"area_ch_1":1012,"avg_inten_ch_1":27.12526,"avg_inten_ch_2":31.3323,"avg_inten_ch_3":29.84886,"avg_inten_ch_4":20.38095,"convex_hull_area_ratio_ch_1":1.12692,"convex_hull_perim_ratio_ch_1":0.86112,"diff_inten_density_ch_1":39.8026,"diff_inten_density_ch_3":28.50108,"diff_inten_density_ch_4":26.01627,"entropy_inten_ch_1":5.83317,"entropy_inten_ch_3":5.86819,"entropy_inten_ch_4":5.5605,"eq_circ_diam_ch_1":35.90565,"eq_ellipse_lwr_ch_1":1.1284,"eq_ellipse_oblate_vol_ch_1":2608.66976,"eq_ellipse_prolate_vol_ch_1":2311.82724,"eq_sphere_area_ch_1":4050.19048,"eq_sphere_vol_ch_1":24237.45331,"fiber_align_2_ch_3":1.21985,"fiber_align_2_ch_4":1.38231,"fiber_length_ch_1":53.19611,"fiber_width_ch_1":19.52192,"inten_cooc_asm_ch_3":0.01056,"inten_cooc_asm_ch_4":0.00521,"inten_cooc_contrast_ch_3":21.63181,"inten_cooc_contrast_ch_4":30.43453,"inten_cooc_entropy_ch_3":7.71845,"inten_cooc_entropy_ch_4":7.8888,"inten_cooc_max_ch_3":0.08009,"inten_cooc_max_ch_4":0.02381,"kurt_inten_ch_1":-0.47446,"kurt_inten_ch_3":-0.66027,"kurt_inten_ch_4":0.56774,"length_ch_1":41.06445,"neighbor_avg_dist_ch_1":293.88888,"neighbor_min_dist_ch_1":71.11608,"neighbor_var_dist_ch_1":120.80033,"perim_ch_1":145.43606,"shape_bfr_ch_1":0.61529,"shape_lwr_ch_1":1.02471,"shape_p_2_a_ch_1":1.6208,"skew_inten_ch_1":0.49209,"skew_inten_ch_3":0.33144,"skew_inten_ch_4":0.90125,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":18,"total_inten_ch_1":26203,"total_inten_ch_2":29302,"total_inten_ch_3":28834,"total_inten_ch_4":19688,"var_inten_ch_1":20.95534,"var_inten_ch_3":21.83232,"var_inten_ch_4":16.45905,"width_ch_1":40.0744}
{"case":"Test","class":"WS","angle_ch_1":31.63265,"area_ch_1":292,"avg_inten_ch_1":237.52688,"avg_inten_ch_2":304.83871,"avg_inten_ch_3":151.30824,"avg_inten_ch_4":173.54839,"convex_hull_area_ratio_ch_1":1.06873,"convex_hull_perim_ratio_ch_1":0.95227,"diff_inten_density_ch_1":123.27184,"diff_inten_density_ch_3":151.1165,"diff_inten_density_ch_4":90.12233,"entropy_inten_ch_1":7.65627,"entropy_inten_ch_3":6.11825,"entropy_inten_ch_4":6.94511,"eq_circ_diam_ch_1":19.2964,"eq_ellipse_lwr_ch_1":1.88704,"eq_ellipse_oblate_vol_ch_1":523.62271,"eq_ellipse_prolate_vol_ch_1":277.48354,"eq_sphere_area_ch_1":1169.77551,"eq_sphere_vol_ch_1":3762.07631,"fiber_align_2_ch_3":1.70251,"fiber_align_2_ch_4":1.59715,"fiber_length_ch_1":24.24745,"fiber_width_ch_1":12.57955,"inten_cooc_asm_ch_3":0.03687,"inten_cooc_asm_ch_4":0.02139,"inten_cooc_contrast_ch_3":8.15494,"inten_cooc_contrast_ch_4":7.59649,"inten_cooc_entropy_ch_3":6.37361,"inten_cooc_entropy_ch_4":6.75212,"inten_cooc_max_ch_3":0.17692,"inten_cooc_max_ch_4":0.11923,"kurt_inten_ch_1":-0.42091,"kurt_inten_ch_3":3.32939,"kurt_inten_ch_4":0.08828,"length_ch_1":28.43823,"neighbor_avg_dist_ch_1":173.30049,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":69.95205,"perim_ch_1":73.65401,"shape_bfr_ch_1":0.66968,"shape_lwr_ch_1":1.85195,"shape_p_2_a_ch_1":1.4153,"skew_inten_ch_1":0.47153,"skew_inten_ch_3":1.68267,"skew_inten_ch_4":0.73425,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":66270,"total_inten_ch_2":84772,"total_inten_ch_3":42215,"total_inten_ch_4":48420,"var_inten_ch_1":140.38952,"var_inten_ch_3":189.80316,"var_inten_ch_4":136.05427,"width_ch_1":15.35586}
{"case":"Test","class":"PS","angle_ch_1":77.34409,"area_ch_1":218,"avg_inten_ch_1":45.9375,"avg_inten_ch_2":2.23077,"avg_inten_ch_3":111.82692,"avg_inten_ch_4":70.36538,"convex_hull_area_ratio_ch_1":1.05626,"convex_hull_perim_ratio_ch_1":0.94695,"diff_inten_density_ch_1":56.20106,"diff_inten_density_ch_3":101.03704,"diff_inten_density_ch_4":54.20106,"entropy_inten_ch_1":6.21565,"entropy_inten_ch_3":6.70334,"entropy_inten_ch_4":5.70384,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":1.60655,"eq_ellipse_oblate_vol_ch_1":311.00194,"eq_ellipse_prolate_vol_ch_1":193.58424,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.01809,"fiber_align_2_ch_4":1.36296,"fiber_length_ch_1":21.21074,"fiber_width_ch_1":10.7607,"inten_cooc_asm_ch_3":0.0061,"inten_cooc_asm_ch_4":0.03499,"inten_cooc_contrast_ch_3":28.79814,"inten_cooc_contrast_ch_4":6.77856,"inten_cooc_entropy_ch_3":7.57076,"inten_cooc_entropy_ch_4":6.2303,"inten_cooc_max_ch_3":0.01613,"inten_cooc_max_ch_4":0.17742,"kurt_inten_ch_1":0.16379,"kurt_inten_ch_3":0.56785,"kurt_inten_ch_4":-1.01502,"length_ch_1":21.54887,"neighbor_avg_dist_ch_1":204.9772,"neighbor_min_dist_ch_1":30.71429,"neighbor_var_dist_ch_1":84.45652,"perim_ch_1":63.94289,"shape_bfr_ch_1":0.65471,"shape_lwr_ch_1":1.39443,"shape_p_2_a_ch_1":1.42553,"skew_inten_ch_1":0.64023,"skew_inten_ch_3":0.68901,"skew_inten_ch_4":0.59045,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":9555,"total_inten_ch_2":257,"total_inten_ch_3":23260,"total_inten_ch_4":14636,"var_inten_ch_1":31.47925,"var_inten_ch_3":69.0642,"var_inten_ch_4":69.2844,"width_ch_1":15.45358}
{"case":"Train","class":"WS","angle_ch_1":93.203,"area_ch_1":208,"avg_inten_ch_1":311.84925,"avg_inten_ch_2":305.32161,"avg_inten_ch_3":123.90955,"avg_inten_ch_4":337.9397,"convex_hull_area_ratio_ch_1":1.02415,"convex_hull_perim_ratio_ch_1":0.98357,"diff_inten_density_ch_1":116.13115,"diff_inten_density_ch_3":106.17486,"diff_inten_density_ch_4":151.47541,"entropy_inten_ch_1":7.33625,"entropy_inten_ch_3":5.2942,"entropy_inten_ch_4":7.35142,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":1.13117,"eq_ellipse_oblate_vol_ch_1":244.21138,"eq_ellipse_prolate_vol_ch_1":215.89194,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.19875,"fiber_align_2_ch_4":1.47346,"fiber_length_ch_1":13.98202,"fiber_width_ch_1":13.98202,"inten_cooc_asm_ch_3":0.10365,"inten_cooc_asm_ch_4":0.00786,"inten_cooc_contrast_ch_3":5.68374,"inten_cooc_contrast_ch_4":12.45828,"inten_cooc_entropy_ch_3":5.37732,"inten_cooc_entropy_ch_4":7.22448,"inten_cooc_max_ch_3":0.33152,"inten_cooc_max_ch_4":0.02198,"kurt_inten_ch_1":-1.12261,"kurt_inten_ch_3":10.52325,"kurt_inten_ch_4":-0.06888,"length_ch_1":17.7208,"neighbor_avg_dist_ch_1":168.74715,"neighbor_min_dist_ch_1":22.66299,"neighbor_var_dist_ch_1":78.29869,"perim_ch_1":55.92807,"shape_bfr_ch_1":0.74814,"shape_lwr_ch_1":1.1263,"shape_p_2_a_ch_1":1.1472,"skew_inten_ch_1":-0.02862,"skew_inten_ch_3":2.80908,"skew_inten_ch_4":0.77441,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":62058,"total_inten_ch_2":60561,"total_inten_ch_3":24658,"total_inten_ch_4":67250,"var_inten_ch_1":158.22345,"var_inten_ch_3":181.89226,"var_inten_ch_4":170.65704,"width_ch_1":15.73358}
{"case":"Train","class":"PS","angle_ch_1":16.40139,"area_ch_1":555,"avg_inten_ch_1":62.39623,"avg_inten_ch_2":108.01509,"avg_inten_ch_3":57.01887,"avg_inten_ch_4":37.89434,"convex_hull_area_ratio_ch_1":1.2122,"convex_hull_perim_ratio_ch_1":0.90002,"diff_inten_density_ch_1":55.36235,"diff_inten_density_ch_3":50.80162,"diff_inten_density_ch_4":24.6336,"entropy_inten_ch_1":6.83023,"entropy_inten_ch_3":4.62367,"entropy_inten_ch_4":5.09625,"eq_circ_diam_ch_1":26.59574,"eq_ellipse_lwr_ch_1":2.53696,"eq_ellipse_oblate_vol_ch_1":1589.61593,"eq_ellipse_prolate_vol_ch_1":626.58285,"eq_sphere_area_ch_1":2222.1542,"eq_sphere_vol_ch_1":9849.97436,"fiber_align_2_ch_3":1.36788,"fiber_align_2_ch_4":1.4125,"fiber_length_ch_1":49.16751,"fiber_width_ch_1":11.70395,"inten_cooc_asm_ch_3":0.20673,"inten_cooc_asm_ch_4":0.11612,"inten_cooc_contrast_ch_3":2.75761,"inten_cooc_contrast_ch_4":2.86977,"inten_cooc_entropy_ch_3":4.3358,"inten_cooc_entropy_ch_4":5.12142,"inten_cooc_max_ch_3":0.4502,"inten_cooc_max_ch_4":0.34064,"kurt_inten_ch_1":0.38709,"kurt_inten_ch_3":3.40784,"kurt_inten_ch_4":0.26665,"length_ch_1":45.87561,"neighbor_avg_dist_ch_1":170.13592,"neighbor_min_dist_ch_1":28.68494,"neighbor_var_dist_ch_1":73.96089,"perim_ch_1":121.74292,"shape_bfr_ch_1":0.53467,"shape_lwr_ch_1":2.02553,"shape_p_2_a_ch_1":2.04958,"skew_inten_ch_1":0.55506,"skew_inten_ch_3":1.70159,"skew_inten_ch_4":1.1309,"spot_fiber_count_ch_3":8,"spot_fiber_count_ch_4":12,"total_inten_ch_1":33070,"total_inten_ch_2":56719,"total_inten_ch_3":30220,"total_inten_ch_4":20084,"var_inten_ch_1":36.83668,"var_inten_ch_3":82.20317,"var_inten_ch_4":46.82348,"width_ch_1":22.64872}
{"case":"Train","class":"PS","angle_ch_1":17.34782,"area_ch_1":305,"avg_inten_ch_1":51.51203,"avg_inten_ch_2":83.88316,"avg_inten_ch_3":129.5945,"avg_inten_ch_4":29.64261,"convex_hull_area_ratio_ch_1":1.1598,"convex_hull_perim_ratio_ch_1":0.84341,"diff_inten_density_ch_1":49.26742,"diff_inten_density_ch_3":87.35782,"diff_inten_density_ch_4":22.84934,"entropy_inten_ch_1":6.4877,"entropy_inten_ch_3":7.11179,"entropy_inten_ch_4":4.24639,"eq_circ_diam_ch_1":19.70701,"eq_ellipse_lwr_ch_1":1.58037,"eq_ellipse_oblate_vol_ch_1":510.43559,"eq_ellipse_prolate_vol_ch_1":322.98408,"eq_sphere_area_ch_1":1220.08844,"eq_sphere_vol_ch_1":4007.38233,"fiber_align_2_ch_3":1.47539,"fiber_align_2_ch_4":1.63765,"fiber_length_ch_1":33.87998,"fiber_width_ch_1":9.38975,"inten_cooc_asm_ch_3":0.00677,"inten_cooc_asm_ch_4":0.19237,"inten_cooc_contrast_ch_3":19.14063,"inten_cooc_contrast_ch_4":2.88219,"inten_cooc_entropy_ch_3":7.55549,"inten_cooc_entropy_ch_4":4.38847,"inten_cooc_max_ch_3":0.03042,"inten_cooc_max_ch_4":0.43726,"kurt_inten_ch_1":0.14443,"kurt_inten_ch_3":0.44129,"kurt_inten_ch_4":-0.36017,"length_ch_1":27.05556,"neighbor_avg_dist_ch_1":177.83331,"neighbor_min_dist_ch_1":33.47403,"neighbor_var_dist_ch_1":91.40397,"perim_ch_1":86.53946,"shape_bfr_ch_1":0.62152,"shape_lwr_ch_1":1.49153,"shape_p_2_a_ch_1":1.87335,"skew_inten_ch_1":0.59982,"skew_inten_ch_3":0.60524,"skew_inten_ch_4":0.93273,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":14990,"total_inten_ch_2":24120,"total_inten_ch_3":37712,"total_inten_ch_4":8626,"var_inten_ch_1":31.12577,"var_inten_ch_3":79.3954,"var_inten_ch_4":36.50245,"width_ch_1":18.13941}
{"case":"Train","class":"PS","angle_ch_1":105.03454,"area_ch_1":305,"avg_inten_ch_1":67.60481,"avg_inten_ch_2":122.60481,"avg_inten_ch_3":114.97251,"avg_inten_ch_4":311.55326,"convex_hull_area_ratio_ch_1":1.26282,"convex_hull_perim_ratio_ch_1":0.84088,"diff_inten_density_ch_1":64.62429,"diff_inten_density_ch_3":115.92979,"diff_inten_density_ch_4":178.87097,"entropy_inten_ch_1":6.77675,"entropy_inten_ch_3":6.0271,"entropy_inten_ch_4":4.03421,"eq_circ_diam_ch_1":19.70701,"eq_ellipse_lwr_ch_1":1.91434,"eq_ellipse_oblate_vol_ch_1":561.78553,"eq_ellipse_prolate_vol_ch_1":293.46176,"eq_sphere_area_ch_1":1220.08844,"eq_sphere_vol_ch_1":4007.38233,"fiber_align_2_ch_3":1.79407,"fiber_align_2_ch_4":1.21248,"fiber_length_ch_1":36.70341,"fiber_width_ch_1":8.77453,"inten_cooc_asm_ch_3":0.04761,"inten_cooc_asm_ch_4":0.26606,"inten_cooc_contrast_ch_3":9.90961,"inten_cooc_contrast_ch_4":0.75605,"inten_cooc_entropy_ch_3":6.30665,"inten_cooc_entropy_ch_4":3.53812,"inten_cooc_max_ch_3":0.21374,"inten_cooc_max_ch_4":0.50943,"kurt_inten_ch_1":0.23251,"kurt_inten_ch_3":0.56667,"kurt_inten_ch_4":2.33499,"length_ch_1":28.82125,"neighbor_avg_dist_ch_1":185.9314,"neighbor_min_dist_ch_1":21.71828,"neighbor_var_dist_ch_1":83.5249,"perim_ch_1":90.95587,"shape_bfr_ch_1":0.57651,"shape_lwr_ch_1":1.57,"shape_p_2_a_ch_1":2.04418,"skew_inten_ch_1":0.87681,"skew_inten_ch_3":1.13443,"skew_inten_ch_4":1.80846,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":19673,"total_inten_ch_2":35388,"total_inten_ch_3":33457,"total_inten_ch_4":90662,"var_inten_ch_1":54.74808,"var_inten_ch_3":124.80701,"var_inten_ch_4":527.99415,"width_ch_1":18.35751}
{"case":"Train","class":"PS","angle_ch_1":152.66985,"area_ch_1":177,"avg_inten_ch_1":144.85799,"avg_inten_ch_2":453.42604,"avg_inten_ch_3":177.65089,"avg_inten_ch_4":397.94675,"convex_hull_area_ratio_ch_1":1.04,"convex_hull_perim_ratio_ch_1":0.97507,"diff_inten_density_ch_1":68.94175,"diff_inten_density_ch_3":96.88997,"diff_inten_density_ch_4":182.04854,"entropy_inten_ch_1":6.56621,"entropy_inten_ch_3":6.87257,"entropy_inten_ch_4":6.97328,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":1.19816,"eq_ellipse_oblate_vol_ch_1":196.70178,"eq_ellipse_prolate_vol_ch_1":164.17042,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.53316,"fiber_align_2_ch_4":1.0239,"fiber_length_ch_1":13.04604,"fiber_width_ch_1":13.04604,"inten_cooc_asm_ch_3":0.0085,"inten_cooc_asm_ch_4":0.00832,"inten_cooc_contrast_ch_3":15.55216,"inten_cooc_contrast_ch_4":14.7999,"inten_cooc_entropy_ch_3":7.15136,"inten_cooc_entropy_ch_4":7.16178,"inten_cooc_max_ch_3":0.03226,"inten_cooc_max_ch_4":0.02597,"kurt_inten_ch_1":0.22994,"kurt_inten_ch_3":3.25495,"kurt_inten_ch_4":-0.11605,"length_ch_1":17.90392,"neighbor_avg_dist_ch_1":196.12556,"neighbor_min_dist_ch_1":53.57176,"neighbor_var_dist_ch_1":99.63825,"perim_ch_1":52.18415,"shape_bfr_ch_1":0.67564,"shape_lwr_ch_1":1.2226,"shape_p_2_a_ch_1":1.18138,"skew_inten_ch_1":0.04876,"skew_inten_ch_3":1.42092,"skew_inten_ch_4":-0.08124,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":24481,"total_inten_ch_2":76461,"total_inten_ch_3":30023,"total_inten_ch_4":67253,"var_inten_ch_1":53.43306,"var_inten_ch_3":93.07388,"var_inten_ch_4":182.30592,"width_ch_1":14.64415}
{"case":"Test","class":"PS","angle_ch_1":84.23385,"area_ch_1":221,"avg_inten_ch_1":136.4218,"avg_inten_ch_2":365.90047,"avg_inten_ch_3":189.02844,"avg_inten_ch_4":128.109,"convex_hull_area_ratio_ch_1":1.18834,"convex_hull_perim_ratio_ch_1":0.90724,"diff_inten_density_ch_1":83.51444,"diff_inten_density_ch_3":127.34646,"diff_inten_density_ch_4":126.44357,"entropy_inten_ch_1":7.00405,"entropy_inten_ch_3":6.44551,"entropy_inten_ch_4":5.21632,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":1.07233,"eq_ellipse_oblate_vol_ch_1":259.60255,"eq_ellipse_prolate_vol_ch_1":242.0926,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.28395,"fiber_align_2_ch_4":1.82221,"fiber_length_ch_1":24.52424,"fiber_width_ch_1":9.5312,"inten_cooc_asm_ch_3":0.01975,"inten_cooc_asm_ch_4":0.10392,"inten_cooc_contrast_ch_3":7.95183,"inten_cooc_contrast_ch_4":6.39982,"inten_cooc_entropy_ch_3":6.58648,"inten_cooc_entropy_ch_4":5.34385,"inten_cooc_max_ch_3":0.11053,"inten_cooc_max_ch_4":0.31414,"kurt_inten_ch_1":0.14256,"kurt_inten_ch_3":2.00162,"kurt_inten_ch_4":3.44875,"length_ch_1":19.45682,"neighbor_avg_dist_ch_1":200.31805,"neighbor_min_dist_ch_1":34.80952,"neighbor_var_dist_ch_1":100.70421,"perim_ch_1":68.11089,"shape_bfr_ch_1":0.59016,"shape_lwr_ch_1":1.01016,"shape_p_2_a_ch_1":1.57935,"skew_inten_ch_1":0.47106,"skew_inten_ch_3":1.38155,"skew_inten_ch_4":1.81966,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":28785,"total_inten_ch_2":76995,"total_inten_ch_3":39885,"total_inten_ch_4":27031,"var_inten_ch_1":75.57092,"var_inten_ch_3":184.3142,"var_inten_ch_4":171.87782,"width_ch_1":19.26107}
{"case":"Train","class":"PS","angle_ch_1":95.20429,"area_ch_1":277,"avg_inten_ch_1":65.56226,"avg_inten_ch_2":120.61509,"avg_inten_ch_3":135.01509,"avg_inten_ch_4":256.3434,"convex_hull_area_ratio_ch_1":1.13139,"convex_hull_perim_ratio_ch_1":0.96343,"diff_inten_density_ch_1":65.30228,"diff_inten_density_ch_3":90.22981,"diff_inten_density_ch_4":127.62112,"entropy_inten_ch_1":6.81647,"entropy_inten_ch_3":6.91581,"entropy_inten_ch_4":7.12349,"eq_circ_diam_ch_1":18.80603,"eq_ellipse_lwr_ch_1":3.74047,"eq_ellipse_oblate_vol_ch_1":682.42298,"eq_ellipse_prolate_vol_ch_1":182.44295,"eq_sphere_area_ch_1":1111.0771,"eq_sphere_vol_ch_1":3482.49183,"fiber_align_2_ch_3":1.64168,"fiber_align_2_ch_4":1.62167,"fiber_length_ch_1":34.3637,"fiber_width_ch_1":8.35774,"inten_cooc_asm_ch_3":0.01505,"inten_cooc_asm_ch_4":0.01444,"inten_cooc_contrast_ch_3":8.8504,"inten_cooc_contrast_ch_4":5.47332,"inten_cooc_entropy_ch_3":6.82937,"inten_cooc_entropy_ch_4":6.71085,"inten_cooc_max_ch_3":0.09091,"inten_cooc_max_ch_4":0.09486,"kurt_inten_ch_1":0.27888,"kurt_inten_ch_3":2.66974,"kurt_inten_ch_4":-0.98198,"length_ch_1":36.05708,"neighbor_avg_dist_ch_1":208.87308,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":91.517,"perim_ch_1":85.44289,"shape_bfr_ch_1":0.64924,"shape_lwr_ch_1":3.0388,"shape_p_2_a_ch_1":2.02279,"skew_inten_ch_1":0.82126,"skew_inten_ch_3":1.59453,"skew_inten_ch_4":0.41865,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17374,"total_inten_ch_2":31699,"total_inten_ch_3":35779,"total_inten_ch_4":67931,"var_inten_ch_1":45.70823,"var_inten_ch_3":123.96436,"var_inten_ch_4":202.70817,"width_ch_1":11.86555}
{"case":"Train","class":"WS","angle_ch_1":173.94103,"area_ch_1":241,"avg_inten_ch_1":115.17391,"avg_inten_ch_2":278.70435,"avg_inten_ch_3":38.21304,"avg_inten_ch_4":263.92174,"convex_hull_area_ratio_ch_1":1.03477,"convex_hull_perim_ratio_ch_1":0.96709,"diff_inten_density_ch_1":59.15529,"diff_inten_density_ch_3":39.24471,"diff_inten_density_ch_4":114.58118,"entropy_inten_ch_1":6.93265,"entropy_inten_ch_3":5.64263,"entropy_inten_ch_4":7.34967,"eq_circ_diam_ch_1":17.52016,"eq_ellipse_lwr_ch_1":1.47489,"eq_ellipse_oblate_vol_ch_1":346.49197,"eq_ellipse_prolate_vol_ch_1":234.92727,"eq_sphere_area_ch_1":964.33107,"eq_sphere_vol_ch_1":2815.87291,"fiber_align_2_ch_3":1.50185,"fiber_align_2_ch_4":1.67104,"fiber_length_ch_1":15.56165,"fiber_width_ch_1":15.56165,"inten_cooc_asm_ch_3":0.02947,"inten_cooc_asm_ch_4":0.00623,"inten_cooc_contrast_ch_3":14.44352,"inten_cooc_contrast_ch_4":17.6897,"inten_cooc_entropy_ch_3":6.67727,"inten_cooc_entropy_ch_4":7.54387,"inten_cooc_max_ch_3":0.15814,"inten_cooc_max_ch_4":0.01905,"kurt_inten_ch_1":-0.58963,"kurt_inten_ch_3":12.44169,"kurt_inten_ch_4":-0.55826,"length_ch_1":21.0102,"neighbor_avg_dist_ch_1":247.61949,"neighbor_min_dist_ch_1":23.34645,"neighbor_var_dist_ch_1":130.45818,"perim_ch_1":62.24658,"shape_bfr_ch_1":0.76448,"shape_lwr_ch_1":1.39977,"shape_p_2_a_ch_1":1.23986,"skew_inten_ch_1":-0.17477,"skew_inten_ch_3":2.71066,"skew_inten_ch_4":0.11673,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":26490,"total_inten_ch_2":63873,"total_inten_ch_3":8789,"total_inten_ch_4":60702,"var_inten_ch_1":54.15441,"var_inten_ch_3":43.70895,"var_inten_ch_4":99.10159,"width_ch_1":15.00972}
{"case":"Test","class":"PS","angle_ch_1":15.07857,"area_ch_1":545,"avg_inten_ch_1":33.79808,"avg_inten_ch_2":44.89231,"avg_inten_ch_3":70.88462,"avg_inten_ch_4":64.47308,"convex_hull_area_ratio_ch_1":1.50068,"convex_hull_perim_ratio_ch_1":0.84709,"diff_inten_density_ch_1":44.04782,"diff_inten_density_ch_3":62.67694,"diff_inten_density_ch_4":49.54198,"entropy_inten_ch_1":6.16422,"entropy_inten_ch_3":6.79135,"entropy_inten_ch_4":6.32237,"eq_circ_diam_ch_1":26.34365,"eq_ellipse_lwr_ch_1":4.93976,"eq_ellipse_oblate_vol_ch_1":2155.65613,"eq_ellipse_prolate_vol_ch_1":436.38885,"eq_sphere_area_ch_1":2180.22676,"eq_sphere_vol_ch_1":9572.52064,"fiber_align_2_ch_3":1.35277,"fiber_align_2_ch_4":1.51539,"fiber_length_ch_1":73.66255,"fiber_width_ch_1":7.79424,"inten_cooc_asm_ch_3":0.00905,"inten_cooc_asm_ch_4":0.02024,"inten_cooc_contrast_ch_3":12.49009,"inten_cooc_contrast_ch_4":11.09061,"inten_cooc_entropy_ch_3":7.37867,"inten_cooc_entropy_ch_4":6.98387,"inten_cooc_max_ch_3":0.05219,"inten_cooc_max_ch_4":0.1357,"kurt_inten_ch_1":12.6496,"kurt_inten_ch_3":16.41144,"kurt_inten_ch_4":-0.82339,"length_ch_1":60.95243,"neighbor_avg_dist_ch_1":271.95805,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":138.53716,"perim_ch_1":162.91358,"shape_bfr_ch_1":0.53439,"shape_lwr_ch_1":3.64252,"shape_p_2_a_ch_1":3.67859,"skew_inten_ch_1":2.86991,"skew_inten_ch_3":3.3677,"skew_inten_ch_4":0.31367,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17575,"total_inten_ch_2":22825,"total_inten_ch_3":36860,"total_inten_ch_4":33526,"var_inten_ch_1":36.66768,"var_inten_ch_3":86.20018,"var_inten_ch_4":52.06035,"width_ch_1":16.73358}
{"case":"Train","class":"PS","angle_ch_1":32.09831,"area_ch_1":170,"avg_inten_ch_1":56.3681,"avg_inten_ch_2":170.29448,"avg_inten_ch_3":122.52147,"avg_inten_ch_4":192.59509,"convex_hull_area_ratio_ch_1":1.27119,"convex_hull_perim_ratio_ch_1":0.83983,"diff_inten_density_ch_1":58.9507,"diff_inten_density_ch_3":108.88028,"diff_inten_density_ch_4":153.91549,"entropy_inten_ch_1":6.30683,"entropy_inten_ch_3":5.93225,"entropy_inten_ch_4":6.29117,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":1.50123,"eq_ellipse_oblate_vol_ch_1":208.55809,"eq_ellipse_prolate_vol_ch_1":138.92451,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.77782,"fiber_align_2_ch_4":1.73145,"fiber_length_ch_1":27.01119,"fiber_width_ch_1":6.86859,"inten_cooc_asm_ch_3":0.05056,"inten_cooc_asm_ch_4":0.0156,"inten_cooc_contrast_ch_3":6.78169,"inten_cooc_contrast_ch_4":18.94014,"inten_cooc_entropy_ch_3":6.00796,"inten_cooc_entropy_ch_4":6.93587,"inten_cooc_max_ch_3":0.21127,"inten_cooc_max_ch_4":0.11268,"kurt_inten_ch_1":1.45309,"kurt_inten_ch_3":0.85624,"kurt_inten_ch_4":-0.74387,"length_ch_1":19.19897,"neighbor_avg_dist_ch_1":249.56045,"neighbor_min_dist_ch_1":21.88655,"neighbor_var_dist_ch_1":121.77616,"perim_ch_1":67.75957,"shape_bfr_ch_1":0.58602,"shape_lwr_ch_1":1.26428,"shape_p_2_a_ch_1":1.96932,"skew_inten_ch_1":1.17822,"skew_inten_ch_3":1.16202,"skew_inten_ch_4":0.12817,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9188,"total_inten_ch_2":27596,"total_inten_ch_3":19971,"total_inten_ch_4":31393,"var_inten_ch_1":43.18216,"var_inten_ch_3":127.16895,"var_inten_ch_4":132.55478,"width_ch_1":15.18571}
{"case":"Test","class":"WS","angle_ch_1":8.01021,"area_ch_1":451,"avg_inten_ch_1":36.03712,"avg_inten_ch_2":145.45244,"avg_inten_ch_3":63.2761,"avg_inten_ch_4":135.9884,"convex_hull_area_ratio_ch_1":1.26737,"convex_hull_perim_ratio_ch_1":0.80385,"diff_inten_density_ch_1":43.8799,"diff_inten_density_ch_3":52.19848,"diff_inten_density_ch_4":82.63085,"entropy_inten_ch_1":6.2109,"entropy_inten_ch_3":6.58321,"entropy_inten_ch_4":6.4833,"eq_circ_diam_ch_1":23.98352,"eq_ellipse_lwr_ch_1":1.71395,"eq_ellipse_oblate_vol_ch_1":958.1565,"eq_ellipse_prolate_vol_ch_1":559.03431,"eq_sphere_area_ch_1":1807.07256,"eq_sphere_vol_ch_1":7223.32576,"fiber_align_2_ch_3":1.36092,"fiber_align_2_ch_4":1.30157,"fiber_length_ch_1":51.14158,"fiber_width_ch_1":9.21797,"inten_cooc_asm_ch_3":0.01507,"inten_cooc_asm_ch_4":0.05558,"inten_cooc_contrast_ch_3":13.46539,"inten_cooc_contrast_ch_4":5.18844,"inten_cooc_entropy_ch_3":7.23109,"inten_cooc_entropy_ch_4":6.06654,"inten_cooc_max_ch_3":0.10078,"inten_cooc_max_ch_4":0.2302,"kurt_inten_ch_1":2.37814,"kurt_inten_ch_3":2.37915,"kurt_inten_ch_4":-0.42902,"length_ch_1":37.19573,"neighbor_avg_dist_ch_1":166.87566,"neighbor_min_dist_ch_1":23.36889,"neighbor_var_dist_ch_1":66.53398,"perim_ch_1":120.71911,"shape_bfr_ch_1":0.52442,"shape_lwr_ch_1":1.60603,"shape_p_2_a_ch_1":2.45997,"skew_inten_ch_1":1.19798,"skew_inten_ch_3":1.19321,"skew_inten_ch_4":0.70797,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":11,"total_inten_ch_1":15532,"total_inten_ch_2":62260,"total_inten_ch_3":27272,"total_inten_ch_4":58611,"var_inten_ch_1":27.47677,"var_inten_ch_3":52.4592,"var_inten_ch_4":129.39383,"width_ch_1":23.16005}
{"case":"Train","class":"PS","angle_ch_1":67.13106,"area_ch_1":265,"avg_inten_ch_1":134.24901,"avg_inten_ch_2":356.50198,"avg_inten_ch_3":158.1502,"avg_inten_ch_4":421.72727,"convex_hull_area_ratio_ch_1":1.16809,"convex_hull_perim_ratio_ch_1":0.9308,"diff_inten_density_ch_1":75.85961,"diff_inten_density_ch_3":109.52268,"diff_inten_density_ch_4":191.58315,"entropy_inten_ch_1":7.10377,"entropy_inten_ch_3":5.76053,"entropy_inten_ch_4":7.53606,"eq_circ_diam_ch_1":18.3753,"eq_ellipse_lwr_ch_1":2.21415,"eq_ellipse_oblate_vol_ch_1":489.78504,"eq_ellipse_prolate_vol_ch_1":221.20715,"eq_sphere_area_ch_1":1060.76417,"eq_sphere_vol_ch_1":3248.64367,"fiber_align_2_ch_3":1.71231,"fiber_align_2_ch_4":1.34881,"fiber_length_ch_1":27.46939,"fiber_width_ch_1":10.04518,"inten_cooc_asm_ch_3":0.08529,"inten_cooc_asm_ch_4":0.00779,"inten_cooc_contrast_ch_3":5.55287,"inten_cooc_contrast_ch_4":13.40303,"inten_cooc_entropy_ch_3":5.63313,"inten_cooc_entropy_ch_4":7.32728,"inten_cooc_max_ch_3":0.29258,"inten_cooc_max_ch_4":0.02991,"kurt_inten_ch_1":0.41117,"kurt_inten_ch_3":-0.74118,"kurt_inten_ch_4":-0.59145,"length_ch_1":27.81243,"neighbor_avg_dist_ch_1":265.89798,"neighbor_min_dist_ch_1":45.66007,"neighbor_var_dist_ch_1":142.93562,"perim_ch_1":75.02913,"shape_bfr_ch_1":0.63989,"shape_lwr_ch_1":1.86649,"shape_p_2_a_ch_1":1.62346,"skew_inten_ch_1":0.7213,"skew_inten_ch_3":0.72123,"skew_inten_ch_4":-0.19883,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":33965,"total_inten_ch_2":89943,"total_inten_ch_3":40012,"total_inten_ch_4":106697,"var_inten_ch_1":66.17749,"var_inten_ch_3":168.16128,"var_inten_ch_4":198.79127,"width_ch_1":14.90091}
{"case":"Train","class":"PS","angle_ch_1":100.5155,"area_ch_1":254,"avg_inten_ch_1":32.893,"avg_inten_ch_2":6.9177,"avg_inten_ch_3":84.39506,"avg_inten_ch_4":71.87243,"convex_hull_area_ratio_ch_1":1.13035,"convex_hull_perim_ratio_ch_1":0.92947,"diff_inten_density_ch_1":45.8,"diff_inten_density_ch_3":55.89438,"diff_inten_density_ch_4":41.8764,"entropy_inten_ch_1":5.94139,"entropy_inten_ch_3":6.0533,"entropy_inten_ch_4":5.72326,"eq_circ_diam_ch_1":18.00849,"eq_ellipse_lwr_ch_1":1.60873,"eq_ellipse_oblate_vol_ch_1":392.98237,"eq_ellipse_prolate_vol_ch_1":244.28053,"eq_sphere_area_ch_1":1018.83673,"eq_sphere_vol_ch_1":3057.9523,"fiber_align_2_ch_3":1.39876,"fiber_align_2_ch_4":1.34306,"fiber_length_ch_1":26.86256,"fiber_width_ch_1":9.80386,"inten_cooc_asm_ch_3":0.04611,"inten_cooc_asm_ch_4":0.0517,"inten_cooc_contrast_ch_3":4.11905,"inten_cooc_contrast_ch_4":5.22531,"inten_cooc_entropy_ch_3":6.03942,"inten_cooc_entropy_ch_4":6.03344,"inten_cooc_max_ch_3":0.20354,"inten_cooc_max_ch_4":0.21918,"kurt_inten_ch_1":3.87088,"kurt_inten_ch_3":4.41788,"kurt_inten_ch_4":-0.82212,"length_ch_1":25.093,"neighbor_avg_dist_ch_1":252.09307,"neighbor_min_dist_ch_1":22.52381,"neighbor_var_dist_ch_1":115.03419,"perim_ch_1":73.33283,"shape_bfr_ch_1":0.58534,"shape_lwr_ch_1":1.447,"shape_p_2_a_ch_1":1.62495,"skew_inten_ch_1":1.68014,"skew_inten_ch_3":1.90511,"skew_inten_ch_4":0.42263,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7993,"total_inten_ch_2":1439,"total_inten_ch_3":20508,"total_inten_ch_4":17465,"var_inten_ch_1":29.7343,"var_inten_ch_3":97.81451,"var_inten_ch_4":62.08692,"width_ch_1":17.34139}
{"case":"Train","class":"PS","angle_ch_1":91.85133,"area_ch_1":423,"avg_inten_ch_1":47.33168,"avg_inten_ch_2":104.89109,"avg_inten_ch_3":51.05941,"avg_inten_ch_4":12.09158,"convex_hull_area_ratio_ch_1":1.2194,"convex_hull_perim_ratio_ch_1":0.88675,"diff_inten_density_ch_1":55.06693,"diff_inten_density_ch_3":30.25837,"diff_inten_density_ch_4":15.07764,"entropy_inten_ch_1":6.47215,"entropy_inten_ch_3":5.19403,"entropy_inten_ch_4":4.74873,"eq_circ_diam_ch_1":23.22014,"eq_ellipse_lwr_ch_1":1.68428,"eq_ellipse_oblate_vol_ch_1":861.98621,"eq_ellipse_prolate_vol_ch_1":511.78421,"eq_sphere_area_ch_1":1693.86848,"eq_sphere_vol_ch_1":6555.31165,"fiber_align_2_ch_3":1.35679,"fiber_align_2_ch_4":1.74142,"fiber_length_ch_1":39.67728,"fiber_width_ch_1":11.16812,"inten_cooc_asm_ch_3":0.13422,"inten_cooc_asm_ch_4":0.019,"inten_cooc_contrast_ch_3":2.49482,"inten_cooc_contrast_ch_4":19.09452,"inten_cooc_entropy_ch_3":4.9456,"inten_cooc_entropy_ch_4":7.03467,"inten_cooc_max_ch_3":0.36436,"inten_cooc_max_ch_4":0.12234,"kurt_inten_ch_1":-0.20676,"kurt_inten_ch_3":0.98354,"kurt_inten_ch_4":-0.22513,"length_ch_1":33.90038,"neighbor_avg_dist_ch_1":289.41291,"neighbor_min_dist_ch_1":45.19861,"neighbor_var_dist_ch_1":135.79199,"perim_ch_1":101.6908,"shape_bfr_ch_1":0.56648,"shape_lwr_ch_1":1.53736,"shape_p_2_a_ch_1":1.85707,"skew_inten_ch_1":0.36186,"skew_inten_ch_3":1.26134,"skew_inten_ch_4":0.71114,"spot_fiber_count_ch_3":9,"spot_fiber_count_ch_4":7,"total_inten_ch_1":19122,"total_inten_ch_2":41973,"total_inten_ch_3":20628,"total_inten_ch_4":4885,"var_inten_ch_1":27.3834,"var_inten_ch_3":61.18189,"var_inten_ch_4":10.70204,"width_ch_1":22.05106}
{"case":"Test","class":"PS","angle_ch_1":100.242,"area_ch_1":158,"avg_inten_ch_1":39.5894,"avg_inten_ch_2":219.47682,"avg_inten_ch_3":33.87417,"avg_inten_ch_4":37.27815,"convex_hull_area_ratio_ch_1":1.09464,"convex_hull_perim_ratio_ch_1":0.94592,"diff_inten_density_ch_1":49.13383,"diff_inten_density_ch_3":36.42751,"diff_inten_density_ch_4":34.16729,"entropy_inten_ch_1":6.10881,"entropy_inten_ch_3":5.00501,"entropy_inten_ch_4":4.02905,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":1.71056,"eq_ellipse_oblate_vol_ch_1":198.49791,"eq_ellipse_prolate_vol_ch_1":116.04275,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.51879,"fiber_align_2_ch_4":1.54674,"fiber_length_ch_1":21.59404,"fiber_width_ch_1":7.69367,"inten_cooc_asm_ch_3":0.03968,"inten_cooc_asm_ch_4":0.20503,"inten_cooc_contrast_ch_3":11.60975,"inten_cooc_contrast_ch_4":3.95644,"inten_cooc_entropy_ch_3":6.08767,"inten_cooc_entropy_ch_4":4.26371,"inten_cooc_max_ch_3":0.19565,"inten_cooc_max_ch_4":0.46377,"kurt_inten_ch_1":-0.98153,"kurt_inten_ch_3":-0.5596,"kurt_inten_ch_4":-0.07811,"length_ch_1":20.69603,"neighbor_avg_dist_ch_1":180.75696,"neighbor_min_dist_ch_1":20.73056,"neighbor_var_dist_ch_1":77.85497,"perim_ch_1":58.57542,"shape_bfr_ch_1":0.53896,"shape_lwr_ch_1":1.45853,"shape_p_2_a_ch_1":1.64343,"skew_inten_ch_1":0.14568,"skew_inten_ch_3":0.72662,"skew_inten_ch_4":1.02973,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5978,"total_inten_ch_2":32991,"total_inten_ch_3":5115,"total_inten_ch_4":5629,"var_inten_ch_1":22.99187,"var_inten_ch_3":33.83155,"var_inten_ch_4":47.67455,"width_ch_1":14.18968}
{"case":"Train","class":"WS","angle_ch_1":0.76396,"area_ch_1":204,"avg_inten_ch_1":145.91282,"avg_inten_ch_2":219.97949,"avg_inten_ch_3":5.34872,"avg_inten_ch_4":60.38462,"convex_hull_area_ratio_ch_1":1.07598,"convex_hull_perim_ratio_ch_1":0.95172,"diff_inten_density_ch_1":69.69492,"diff_inten_density_ch_3":8.11299,"diff_inten_density_ch_4":40.41243,"entropy_inten_ch_1":6.99562,"entropy_inten_ch_3":2.73642,"entropy_inten_ch_4":4.62672,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":1.89385,"eq_ellipse_oblate_vol_ch_1":306.51148,"eq_ellipse_prolate_vol_ch_1":161.84534,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.5158,"fiber_align_2_ch_4":1.24803,"fiber_length_ch_1":21.52595,"fiber_width_ch_1":9.93359,"inten_cooc_asm_ch_3":0.3209,"inten_cooc_asm_ch_4":0.17426,"inten_cooc_contrast_ch_3":3.81651,"inten_cooc_contrast_ch_4":2.78766,"inten_cooc_entropy_ch_3":3.45574,"inten_cooc_entropy_ch_4":4.52752,"inten_cooc_max_ch_3":0.56977,"inten_cooc_max_ch_4":0.41279,"kurt_inten_ch_1":-0.92974,"kurt_inten_ch_3":3.53349,"kurt_inten_ch_4":0.41251,"length_ch_1":23.58648,"neighbor_avg_dist_ch_1":272.03713,"neighbor_min_dist_ch_1":32.71388,"neighbor_var_dist_ch_1":115.0195,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.64717,"shape_lwr_ch_1":1.76147,"shape_p_2_a_ch_1":1.47327,"skew_inten_ch_1":-0.03075,"skew_inten_ch_3":1.98839,"skew_inten_ch_4":1.189,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":28453,"total_inten_ch_2":42702,"total_inten_ch_3":1043,"total_inten_ch_4":11775,"var_inten_ch_1":72.11094,"var_inten_ch_3":9.3634,"var_inten_ch_4":76.44479,"width_ch_1":13.39024}
{"case":"Train","class":"PS","angle_ch_1":80.11067,"area_ch_1":361,"avg_inten_ch_1":33.86957,"avg_inten_ch_2":76.57101,"avg_inten_ch_3":72.76232,"avg_inten_ch_4":92.16812,"convex_hull_area_ratio_ch_1":1.29292,"convex_hull_perim_ratio_ch_1":0.71566,"diff_inten_density_ch_1":43.05583,"diff_inten_density_ch_3":50.29392,"diff_inten_density_ch_4":48.40887,"entropy_inten_ch_1":6.14412,"entropy_inten_ch_3":6.73271,"entropy_inten_ch_4":5.57323,"eq_circ_diam_ch_1":21.45773,"eq_ellipse_lwr_ch_1":2.85425,"eq_ellipse_oblate_vol_ch_1":885.51606,"eq_ellipse_prolate_vol_ch_1":310.2444,"eq_sphere_area_ch_1":1446.4966,"eq_sphere_vol_ch_1":5173.08886,"fiber_align_2_ch_3":1.18869,"fiber_align_2_ch_4":1.4997,"fiber_length_ch_1":62.09106,"fiber_width_ch_1":6.19549,"inten_cooc_asm_ch_3":0.00965,"inten_cooc_asm_ch_4":0.10754,"inten_cooc_contrast_ch_3":11.99842,"inten_cooc_contrast_ch_4":2.66269,"inten_cooc_entropy_ch_3":7.28961,"inten_cooc_entropy_ch_4":5.18592,"inten_cooc_max_ch_3":0.05405,"inten_cooc_max_ch_4":0.32268,"kurt_inten_ch_1":1.82345,"kurt_inten_ch_3":3.82415,"kurt_inten_ch_4":-0.83636,"length_ch_1":42.27807,"neighbor_avg_dist_ch_1":214.46768,"neighbor_min_dist_ch_1":44.72068,"neighbor_var_dist_ch_1":97.97789,"perim_ch_1":136.57309,"shape_bfr_ch_1":0.49116,"shape_lwr_ch_1":2.42771,"shape_p_2_a_ch_1":3.85845,"skew_inten_ch_1":1.0941,"skew_inten_ch_3":1.48536,"skew_inten_ch_4":0.72864,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11685,"total_inten_ch_2":26073,"total_inten_ch_3":25103,"total_inten_ch_4":31798,"var_inten_ch_1":23.68789,"var_inten_ch_3":59.15718,"var_inten_ch_4":100.7706,"width_ch_1":17.41481}
{"case":"Test","class":"WS","angle_ch_1":93.601,"area_ch_1":150,"avg_inten_ch_1":835.52778,"avg_inten_ch_2":739.18056,"avg_inten_ch_3":53.39583,"avg_inten_ch_4":244.48611,"convex_hull_area_ratio_ch_1":1.04934,"convex_hull_perim_ratio_ch_1":0.96376,"diff_inten_density_ch_1":251.50965,"diff_inten_density_ch_3":46.32046,"diff_inten_density_ch_4":166.59846,"entropy_inten_ch_1":7.0119,"entropy_inten_ch_3":5.10922,"entropy_inten_ch_4":6.62407,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":1.25244,"eq_ellipse_oblate_vol_ch_1":158.17684,"eq_ellipse_prolate_vol_ch_1":126.29545,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.68268,"fiber_align_2_ch_4":1.03588,"fiber_length_ch_1":12.4463,"fiber_width_ch_1":12.4463,"inten_cooc_asm_ch_3":0.05081,"inten_cooc_asm_ch_4":0.01292,"inten_cooc_contrast_ch_3":8.76721,"inten_cooc_contrast_ch_4":7.42849,"inten_cooc_entropy_ch_3":5.76722,"inten_cooc_entropy_ch_4":6.64578,"inten_cooc_max_ch_3":0.21094,"inten_cooc_max_ch_4":0.05344,"kurt_inten_ch_1":-0.46464,"kurt_inten_ch_3":4.43055,"kurt_inten_ch_4":-1.0141,"length_ch_1":16.60582,"neighbor_avg_dist_ch_1":235.29029,"neighbor_min_dist_ch_1":19.42542,"neighbor_var_dist_ch_1":109.35051,"perim_ch_1":49.78521,"shape_bfr_ch_1":0.66497,"shape_lwr_ch_1":1.21485,"shape_p_2_a_ch_1":1.23796,"skew_inten_ch_1":-0.59567,"skew_inten_ch_3":2.22567,"skew_inten_ch_4":0.52998,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":120316,"total_inten_ch_2":106299,"total_inten_ch_3":7689,"total_inten_ch_4":35206,"var_inten_ch_1":319.31359,"var_inten_ch_3":84.69022,"var_inten_ch_4":214.54192,"width_ch_1":13.66907}
{"case":"Test","class":"WS","angle_ch_1":43.48947,"area_ch_1":251,"avg_inten_ch_1":161.24167,"avg_inten_ch_2":249.14167,"avg_inten_ch_3":152.44167,"avg_inten_ch_4":535.5625,"convex_hull_area_ratio_ch_1":1.02671,"convex_hull_perim_ratio_ch_1":0.97218,"diff_inten_density_ch_1":70.46154,"diff_inten_density_ch_3":106.04072,"diff_inten_density_ch_4":212.34389,"entropy_inten_ch_1":7.23581,"entropy_inten_ch_3":6.95503,"entropy_inten_ch_4":7.51931,"eq_circ_diam_ch_1":17.89698,"eq_ellipse_lwr_ch_1":1.066,"eq_ellipse_oblate_vol_ch_1":313.99054,"eq_ellipse_prolate_vol_ch_1":294.55084,"eq_sphere_area_ch_1":1006.2585,"eq_sphere_vol_ch_1":3001.49869,"fiber_align_2_ch_3":1.3349,"fiber_align_2_ch_4":1.36021,"fiber_length_ch_1":15.44809,"fiber_width_ch_1":15.44809,"inten_cooc_asm_ch_3":0.01088,"inten_cooc_asm_ch_4":0.00845,"inten_cooc_contrast_ch_3":6.4457,"inten_cooc_contrast_ch_4":13.24887,"inten_cooc_entropy_ch_3":6.89604,"inten_cooc_entropy_ch_4":7.16806,"inten_cooc_max_ch_3":0.04977,"inten_cooc_max_ch_4":0.02715,"kurt_inten_ch_1":-0.5015,"kurt_inten_ch_3":0.71041,"kurt_inten_ch_4":0.2203,"length_ch_1":19.0068,"neighbor_avg_dist_ch_1":215.70372,"neighbor_min_dist_ch_1":30.54317,"neighbor_var_dist_ch_1":112.11665,"perim_ch_1":61.79237,"shape_bfr_ch_1":0.75705,"shape_lwr_ch_1":1.08715,"shape_p_2_a_ch_1":1.14691,"skew_inten_ch_1":-0.15544,"skew_inten_ch_3":1.15883,"skew_inten_ch_4":-0.23128,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":38698,"total_inten_ch_2":59555,"total_inten_ch_3":36586,"total_inten_ch_4":128535,"var_inten_ch_1":71.82618,"var_inten_ch_3":151.57846,"var_inten_ch_4":232.77123,"width_ch_1":17.48309}
{"case":"Train","class":"PS","angle_ch_1":4.25218,"area_ch_1":161,"avg_inten_ch_1":53.52597,"avg_inten_ch_2":233.13636,"avg_inten_ch_3":131.51948,"avg_inten_ch_4":18.68182,"convex_hull_area_ratio_ch_1":1.13253,"convex_hull_perim_ratio_ch_1":0.93946,"diff_inten_density_ch_1":68.53114,"diff_inten_density_ch_3":138.2381,"diff_inten_density_ch_4":28.39194,"entropy_inten_ch_1":6.18908,"entropy_inten_ch_3":6.59416,"entropy_inten_ch_4":3.44322,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.72389,"eq_ellipse_oblate_vol_ch_1":205.23755,"eq_ellipse_prolate_vol_ch_1":119.05522,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.46689,"fiber_align_2_ch_4":1.1591,"fiber_length_ch_1":19.88727,"fiber_width_ch_1":8.74926,"inten_cooc_asm_ch_3":0.0069,"inten_cooc_asm_ch_4":0.18164,"inten_cooc_contrast_ch_3":27.41149,"inten_cooc_contrast_ch_4":7.44172,"inten_cooc_entropy_ch_3":7.35624,"inten_cooc_entropy_ch_4":4.4236,"inten_cooc_max_ch_3":0.02158,"inten_cooc_max_ch_4":0.44604,"kurt_inten_ch_1":1.41618,"kurt_inten_ch_3":0.49367,"kurt_inten_ch_4":1.32734,"length_ch_1":20.72347,"neighbor_avg_dist_ch_1":200.11498,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":106.56612,"perim_ch_1":57.27306,"shape_bfr_ch_1":0.56426,"shape_lwr_ch_1":1.50124,"shape_p_2_a_ch_1":1.50017,"skew_inten_ch_1":1.09447,"skew_inten_ch_3":0.86043,"skew_inten_ch_4":1.38846,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8243,"total_inten_ch_2":35750,"total_inten_ch_3":20254,"total_inten_ch_4":2877,"var_inten_ch_1":43.36214,"var_inten_ch_3":99.18775,"var_inten_ch_4":26.30829,"width_ch_1":13.80427}
{"case":"Test","class":"PS","angle_ch_1":95.83734,"area_ch_1":287,"avg_inten_ch_1":16.91606,"avg_inten_ch_2":18.75912,"avg_inten_ch_3":4.61679,"avg_inten_ch_4":6.37956,"convex_hull_area_ratio_ch_1":1.13362,"convex_hull_perim_ratio_ch_1":0.89401,"diff_inten_density_ch_1":34.87649,"diff_inten_density_ch_3":12.3506,"diff_inten_density_ch_4":15.93227,"entropy_inten_ch_1":5.03633,"entropy_inten_ch_3":3.30195,"entropy_inten_ch_4":3.72388,"eq_circ_diam_ch_1":19.12271,"eq_ellipse_lwr_ch_1":1.36865,"eq_ellipse_oblate_vol_ch_1":434.00373,"eq_ellipse_prolate_vol_ch_1":317.10372,"eq_sphere_area_ch_1":1148.81179,"eq_sphere_vol_ch_1":3661.39969,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":27.91358,"fiber_width_ch_1":10.74901,"inten_cooc_asm_ch_3":0.07889,"inten_cooc_asm_ch_4":0.03727,"inten_cooc_contrast_ch_3":20.25819,"inten_cooc_contrast_ch_4":29.47,"inten_cooc_entropy_ch_3":5.37872,"inten_cooc_entropy_ch_4":6.0904,"inten_cooc_max_ch_3":0.272,"inten_cooc_max_ch_4":0.17063,"kurt_inten_ch_1":-0.14305,"kurt_inten_ch_3":3.47679,"kurt_inten_ch_4":1.54176,"length_ch_1":24.96465,"neighbor_avg_dist_ch_1":263.65514,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":126.12106,"perim_ch_1":77.32517,"shape_bfr_ch_1":0.5938,"shape_lwr_ch_1":1.28855,"shape_p_2_a_ch_1":1.58579,"skew_inten_ch_1":0.74298,"skew_inten_ch_3":1.79564,"skew_inten_ch_4":1.34954,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":4635,"total_inten_ch_2":4867,"total_inten_ch_3":1265,"total_inten_ch_4":1748,"var_inten_ch_1":15.09351,"var_inten_ch_3":6.65324,"var_inten_ch_4":7.78322,"width_ch_1":19.37427}
{"case":"Train","class":"WS","angle_ch_1":18.28051,"area_ch_1":886,"avg_inten_ch_1":456.11229,"avg_inten_ch_2":58.69149,"avg_inten_ch_3":107.32742,"avg_inten_ch_4":124.35934,"convex_hull_area_ratio_ch_1":1.45009,"convex_hull_perim_ratio_ch_1":0.90622,"diff_inten_density_ch_1":153.87579,"diff_inten_density_ch_3":63.36502,"diff_inten_density_ch_4":59.70596,"entropy_inten_ch_1":8.97249,"entropy_inten_ch_3":5.23129,"entropy_inten_ch_4":7.56672,"eq_circ_diam_ch_1":33.60156,"eq_ellipse_lwr_ch_1":5.7265,"eq_ellipse_oblate_vol_ch_1":4816.39066,"eq_ellipse_prolate_vol_ch_1":841.07066,"eq_sphere_area_ch_1":3547.06122,"eq_sphere_vol_ch_1":19864.46351,"fiber_align_2_ch_3":1.14108,"fiber_align_2_ch_4":1.13836,"fiber_length_ch_1":87.97984,"fiber_width_ch_1":10.44256,"inten_cooc_asm_ch_3":0.19112,"inten_cooc_asm_ch_4":0.01384,"inten_cooc_contrast_ch_3":1.69507,"inten_cooc_contrast_ch_4":4.85679,"inten_cooc_entropy_ch_3":4.34594,"inten_cooc_entropy_ch_4":6.90054,"inten_cooc_max_ch_3":0.43106,"inten_cooc_max_ch_4":0.08199,"kurt_inten_ch_1":0.7142,"kurt_inten_ch_3":4.97258,"kurt_inten_ch_4":-0.31881,"length_ch_1":78.67354,"neighbor_avg_dist_ch_1":175.72661,"neighbor_min_dist_ch_1":35.84796,"neighbor_var_dist_ch_1":70.7937,"perim_ch_1":196.84481,"shape_bfr_ch_1":0.5043,"shape_lwr_ch_1":3.51999,"shape_p_2_a_ch_1":3.35618,"skew_inten_ch_1":1.25638,"skew_inten_ch_3":2.28923,"skew_inten_ch_4":0.80123,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":19,"total_inten_ch_1":385871,"total_inten_ch_2":48808,"total_inten_ch_3":90799,"total_inten_ch_4":105208,"var_inten_ch_1":395.58711,"var_inten_ch_3":183.07454,"var_inten_ch_4":105.18453,"width_ch_1":22.3505}
{"case":"Test","class":"PS","angle_ch_1":17.49057,"area_ch_1":175,"avg_inten_ch_1":32.76048,"avg_inten_ch_2":2.31737,"avg_inten_ch_3":69.94611,"avg_inten_ch_4":3.53293,"convex_hull_area_ratio_ch_1":1.25176,"convex_hull_perim_ratio_ch_1":0.87881,"diff_inten_density_ch_1":42.32639,"diff_inten_density_ch_3":57.45139,"diff_inten_density_ch_4":7.77083,"entropy_inten_ch_1":5.9165,"entropy_inten_ch_3":6.47455,"entropy_inten_ch_4":2.04744,"eq_circ_diam_ch_1":14.92906,"eq_ellipse_lwr_ch_1":3.90948,"eq_ellipse_oblate_vol_ch_1":349.02422,"eq_ellipse_prolate_vol_ch_1":89.27646,"eq_sphere_area_ch_1":700.18821,"eq_sphere_vol_ch_1":1742.19195,"fiber_align_2_ch_3":1.57001,"fiber_align_2_ch_4":2,"fiber_length_ch_1":34.0981,"fiber_width_ch_1":5.46409,"inten_cooc_asm_ch_3":0.00943,"inten_cooc_asm_ch_4":0.4527,"inten_cooc_contrast_ch_3":16.93673,"inten_cooc_contrast_ch_4":2.23065,"inten_cooc_entropy_ch_3":7.03739,"inten_cooc_entropy_ch_4":2.54495,"inten_cooc_max_ch_3":0.03289,"inten_cooc_max_ch_4":0.67763,"kurt_inten_ch_1":0.91068,"kurt_inten_ch_3":2.38695,"kurt_inten_ch_4":11.75894,"length_ch_1":31.08712,"neighbor_avg_dist_ch_1":241.56575,"neighbor_min_dist_ch_1":33.42703,"neighbor_var_dist_ch_1":115.07759,"perim_ch_1":79.12437,"shape_bfr_ch_1":0.54527,"shape_lwr_ch_1":3.01033,"shape_p_2_a_ch_1":2.67399,"skew_inten_ch_1":1.09327,"skew_inten_ch_3":1.39322,"skew_inten_ch_4":3.26881,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5471,"total_inten_ch_2":221,"total_inten_ch_3":11681,"total_inten_ch_4":590,"var_inten_ch_1":25.85362,"var_inten_ch_3":56.81183,"var_inten_ch_4":8.51683,"width_ch_1":10.3268}
{"case":"Train","class":"WS","angle_ch_1":143.54237,"area_ch_1":581,"avg_inten_ch_1":464.56757,"avg_inten_ch_2":170.76216,"avg_inten_ch_3":63.64144,"avg_inten_ch_4":76.2973,"convex_hull_area_ratio_ch_1":1.05351,"convex_hull_perim_ratio_ch_1":0.94229,"diff_inten_density_ch_1":158.02657,"diff_inten_density_ch_3":69.17837,"diff_inten_density_ch_4":54.76091,"entropy_inten_ch_1":8.51959,"entropy_inten_ch_3":4.23863,"entropy_inten_ch_4":6.69211,"eq_circ_diam_ch_1":27.21578,"eq_ellipse_lwr_ch_1":1.15187,"eq_ellipse_oblate_vol_ch_1":1147.79122,"eq_ellipse_prolate_vol_ch_1":996.45836,"eq_sphere_area_ch_1":2326.97279,"eq_sphere_vol_ch_1":10555.06156,"fiber_align_2_ch_3":1.60531,"fiber_align_2_ch_4":1.32603,"fiber_length_ch_1":24.16866,"fiber_width_ch_1":24.16866,"inten_cooc_asm_ch_3":0.25464,"inten_cooc_asm_ch_4":0.02188,"inten_cooc_contrast_ch_3":3.39469,"inten_cooc_contrast_ch_4":9.59013,"inten_cooc_entropy_ch_3":4.05313,"inten_cooc_entropy_ch_4":6.99152,"inten_cooc_max_ch_3":0.50285,"inten_cooc_max_ch_4":0.12903,"kurt_inten_ch_1":-1.29135,"kurt_inten_ch_3":0.88911,"kurt_inten_ch_4":0.01833,"length_ch_1":31.96708,"neighbor_avg_dist_ch_1":184.50613,"neighbor_min_dist_ch_1":35.01967,"neighbor_var_dist_ch_1":87.62914,"perim_ch_1":96.67465,"shape_bfr_ch_1":0.67875,"shape_lwr_ch_1":1.1923,"shape_p_2_a_ch_1":1.2448,"skew_inten_ch_1":0.03904,"skew_inten_ch_3":1.39084,"skew_inten_ch_4":0.73079,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":257835,"total_inten_ch_2":94219,"total_inten_ch_3":35321,"total_inten_ch_4":42345,"var_inten_ch_1":243.97382,"var_inten_ch_3":95.1632,"var_inten_ch_4":64.77818,"width_ch_1":26.81133}
{"case":"Train","class":"PS","angle_ch_1":102.04734,"area_ch_1":249,"avg_inten_ch_1":59.16387,"avg_inten_ch_2":195.93697,"avg_inten_ch_3":18.23529,"avg_inten_ch_4":36.93697,"convex_hull_area_ratio_ch_1":1.15439,"convex_hull_perim_ratio_ch_1":0.94894,"diff_inten_density_ch_1":50.26047,"diff_inten_density_ch_3":24.25581,"diff_inten_density_ch_4":28.55814,"entropy_inten_ch_1":6.45491,"entropy_inten_ch_3":4.21476,"entropy_inten_ch_4":4.13449,"eq_circ_diam_ch_1":17.82226,"eq_ellipse_lwr_ch_1":2.20381,"eq_ellipse_oblate_vol_ch_1":445.83496,"eq_ellipse_prolate_vol_ch_1":202.30185,"eq_sphere_area_ch_1":997.87302,"eq_sphere_vol_ch_1":2964.05823,"fiber_align_2_ch_3":1.90076,"fiber_align_2_ch_4":1.34896,"fiber_length_ch_1":33.0217,"fiber_width_ch_1":7.86416,"inten_cooc_asm_ch_3":0.11123,"inten_cooc_asm_ch_4":0.24014,"inten_cooc_contrast_ch_3":6.79293,"inten_cooc_contrast_ch_4":2.04079,"inten_cooc_entropy_ch_3":5.26125,"inten_cooc_entropy_ch_4":4.01835,"inten_cooc_max_ch_3":0.33495,"inten_cooc_max_ch_4":0.49515,"kurt_inten_ch_1":-0.34245,"kurt_inten_ch_3":1.74284,"kurt_inten_ch_4":0.50429,"length_ch_1":31.68015,"neighbor_avg_dist_ch_1":221.44044,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":118.79155,"perim_ch_1":81.77173,"shape_bfr_ch_1":0.51244,"shape_lwr_ch_1":2.06157,"shape_p_2_a_ch_1":2.049,"skew_inten_ch_1":0.48798,"skew_inten_ch_3":1.56739,"skew_inten_ch_4":1.33088,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":14081,"total_inten_ch_2":46396,"total_inten_ch_3":4340,"total_inten_ch_4":8791,"var_inten_ch_1":33.8364,"var_inten_ch_3":25.48313,"var_inten_ch_4":53.06323,"width_ch_1":15.36697}
{"case":"Test","class":"PS","angle_ch_1":88.2763,"area_ch_1":151,"avg_inten_ch_1":47,"avg_inten_ch_2":80.61379,"avg_inten_ch_3":94.31724,"avg_inten_ch_4":145.24138,"convex_hull_area_ratio_ch_1":1.10016,"convex_hull_perim_ratio_ch_1":0.95938,"diff_inten_density_ch_1":48.09302,"diff_inten_density_ch_3":72.84496,"diff_inten_density_ch_4":74.60465,"entropy_inten_ch_1":6.03655,"entropy_inten_ch_3":6.32716,"entropy_inten_ch_4":6.81088,"eq_circ_diam_ch_1":13.911,"eq_ellipse_lwr_ch_1":2.0364,"eq_ellipse_oblate_vol_ch_1":203.80052,"eq_ellipse_prolate_vol_ch_1":100.07874,"eq_sphere_area_ch_1":607.94785,"eq_sphere_vol_ch_1":1409.52667,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.71701,"fiber_length_ch_1":20.12023,"fiber_width_ch_1":7.93163,"inten_cooc_asm_ch_3":0.00997,"inten_cooc_asm_ch_4":0.01055,"inten_cooc_contrast_ch_3":17.6188,"inten_cooc_contrast_ch_4":9.36236,"inten_cooc_entropy_ch_3":6.88529,"inten_cooc_entropy_ch_4":6.84557,"inten_cooc_max_ch_3":0.04478,"inten_cooc_max_ch_4":0.03731,"kurt_inten_ch_1":-0.27053,"kurt_inten_ch_3":-1.03153,"kurt_inten_ch_4":0.04312,"length_ch_1":21.64425,"neighbor_avg_dist_ch_1":164.88614,"neighbor_min_dist_ch_1":20.11467,"neighbor_var_dist_ch_1":72.34219,"perim_ch_1":56.10373,"shape_bfr_ch_1":0.66614,"shape_lwr_ch_1":2.05326,"shape_p_2_a_ch_1":1.56955,"skew_inten_ch_1":0.38038,"skew_inten_ch_3":0.04961,"skew_inten_ch_4":0.61388,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":6815,"total_inten_ch_2":11545,"total_inten_ch_3":13676,"total_inten_ch_4":21060,"var_inten_ch_1":26.31376,"var_inten_ch_3":59.50134,"var_inten_ch_4":84.4583,"width_ch_1":10.54142}
{"case":"Test","class":"PS","angle_ch_1":96.60218,"area_ch_1":247,"avg_inten_ch_1":108.10169,"avg_inten_ch_2":245.38983,"avg_inten_ch_3":226.80508,"avg_inten_ch_4":342.79661,"convex_hull_area_ratio_ch_1":1.32079,"convex_hull_perim_ratio_ch_1":0.68728,"diff_inten_density_ch_1":89.89051,"diff_inten_density_ch_3":191.72506,"diff_inten_density_ch_4":259.42336,"entropy_inten_ch_1":6.9866,"entropy_inten_ch_3":7.08475,"entropy_inten_ch_4":5.78265,"eq_circ_diam_ch_1":17.74722,"eq_ellipse_lwr_ch_1":1.82428,"eq_ellipse_oblate_vol_ch_1":400.53013,"eq_ellipse_prolate_vol_ch_1":219.5553,"eq_sphere_area_ch_1":989.48753,"eq_sphere_vol_ch_1":2926.77475,"fiber_align_2_ch_3":1.77542,"fiber_align_2_ch_4":1.5305,"fiber_length_ch_1":46.0905,"fiber_width_ch_1":5.74233,"inten_cooc_asm_ch_3":0.01009,"inten_cooc_asm_ch_4":0.09089,"inten_cooc_contrast_ch_3":14.08584,"inten_cooc_contrast_ch_4":7.80429,"inten_cooc_entropy_ch_3":7.10973,"inten_cooc_entropy_ch_4":5.6402,"inten_cooc_max_ch_3":0.04878,"inten_cooc_max_ch_4":0.30244,"kurt_inten_ch_1":0.75539,"kurt_inten_ch_3":2.53157,"kurt_inten_ch_4":-1.00651,"length_ch_1":26.91337,"neighbor_avg_dist_ch_1":171.70526,"neighbor_min_dist_ch_1":40.39834,"neighbor_var_dist_ch_1":65.89221,"perim_ch_1":103.66566,"shape_bfr_ch_1":0.53763,"shape_lwr_ch_1":1.57422,"shape_p_2_a_ch_1":3.23115,"skew_inten_ch_1":1.07916,"skew_inten_ch_3":1.47407,"skew_inten_ch_4":0.5467,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":25512,"total_inten_ch_2":57677,"total_inten_ch_3":53526,"total_inten_ch_4":80900,"var_inten_ch_1":85.8132,"var_inten_ch_3":212.24108,"var_inten_ch_4":338.26255,"width_ch_1":17.09631}
{"case":"Train","class":"PS","angle_ch_1":119.44531,"area_ch_1":193,"avg_inten_ch_1":20.31351,"avg_inten_ch_2":92.98378,"avg_inten_ch_3":35.69189,"avg_inten_ch_4":104.08649,"convex_hull_area_ratio_ch_1":1.18837,"convex_hull_perim_ratio_ch_1":0.84097,"diff_inten_density_ch_1":33.00612,"diff_inten_density_ch_3":24.32722,"diff_inten_density_ch_4":65.05505,"entropy_inten_ch_1":5.31476,"entropy_inten_ch_3":5.44077,"entropy_inten_ch_4":6.05563,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":1.74888,"eq_ellipse_oblate_vol_ch_1":272.18157,"eq_ellipse_prolate_vol_ch_1":155.63224,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.62805,"fiber_align_2_ch_4":1.56744,"fiber_length_ch_1":27.8481,"fiber_width_ch_1":7.44319,"inten_cooc_asm_ch_3":0.0334,"inten_cooc_asm_ch_4":0.02356,"inten_cooc_contrast_ch_3":10.70303,"inten_cooc_contrast_ch_4":13.25976,"inten_cooc_entropy_ch_3":6.39984,"inten_cooc_entropy_ch_4":6.62486,"inten_cooc_max_ch_3":0.16364,"inten_cooc_max_ch_4":0.13333,"kurt_inten_ch_1":0.70412,"kurt_inten_ch_3":-0.75078,"kurt_inten_ch_4":-1.2336,"length_ch_1":22.97919,"neighbor_avg_dist_ch_1":176.6427,"neighbor_min_dist_ch_1":29.90155,"neighbor_var_dist_ch_1":76.19369,"perim_ch_1":70.58258,"shape_bfr_ch_1":0.56427,"shape_lwr_ch_1":1.53654,"shape_p_2_a_ch_1":1.91262,"skew_inten_ch_1":0.71305,"skew_inten_ch_3":0.234,"skew_inten_ch_4":-0.23926,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":2,"total_inten_ch_1":3758,"total_inten_ch_2":17018,"total_inten_ch_3":6603,"total_inten_ch_4":19256,"var_inten_ch_1":15.14289,"var_inten_ch_3":26.25009,"var_inten_ch_4":71.52836,"width_ch_1":14.95516}
{"case":"Train","class":"PS","angle_ch_1":29.21011,"area_ch_1":194,"avg_inten_ch_1":34.69892,"avg_inten_ch_2":2.25269,"avg_inten_ch_3":84.34409,"avg_inten_ch_4":158.02151,"convex_hull_area_ratio_ch_1":1.26708,"convex_hull_perim_ratio_ch_1":0.77694,"diff_inten_density_ch_1":41.95625,"diff_inten_density_ch_3":64.69375,"diff_inten_density_ch_4":79.00625,"entropy_inten_ch_1":5.92093,"entropy_inten_ch_3":6.54084,"entropy_inten_ch_4":5.99137,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":1.79158,"eq_ellipse_oblate_vol_ch_1":277.72098,"eq_ellipse_prolate_vol_ch_1":155.01483,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.62477,"fiber_align_2_ch_4":1.50003,"fiber_length_ch_1":37.35988,"fiber_width_ch_1":5.64636,"inten_cooc_asm_ch_3":0.00851,"inten_cooc_asm_ch_4":0.04461,"inten_cooc_contrast_ch_3":13.95973,"inten_cooc_contrast_ch_4":5.21701,"inten_cooc_entropy_ch_3":7.12515,"inten_cooc_entropy_ch_4":5.99211,"inten_cooc_max_ch_3":0.02424,"inten_cooc_max_ch_4":0.2,"kurt_inten_ch_1":1.97351,"kurt_inten_ch_3":5.27493,"kurt_inten_ch_4":-1.34849,"length_ch_1":26.65445,"neighbor_avg_dist_ch_1":262.14708,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":134.89028,"perim_ch_1":86.01248,"shape_bfr_ch_1":0.5182,"shape_lwr_ch_1":1.88835,"shape_p_2_a_ch_1":2.79085,"skew_inten_ch_1":1.24568,"skew_inten_ch_3":2.10046,"skew_inten_ch_4":0.09917,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6454,"total_inten_ch_2":234,"total_inten_ch_3":15688,"total_inten_ch_4":29392,"var_inten_ch_1":25.68996,"var_inten_ch_3":71.58775,"var_inten_ch_4":126.32068,"width_ch_1":14.1152}
{"case":"Train","class":"PS","angle_ch_1":46.1991,"area_ch_1":250,"avg_inten_ch_1":49.94142,"avg_inten_ch_2":185.39749,"avg_inten_ch_3":8.7113,"avg_inten_ch_4":35.01255,"convex_hull_area_ratio_ch_1":1.2008,"convex_hull_perim_ratio_ch_1":0.91423,"diff_inten_density_ch_1":54.07373,"diff_inten_density_ch_3":11.02304,"diff_inten_density_ch_4":39.12903,"entropy_inten_ch_1":6.35505,"entropy_inten_ch_3":1.96138,"entropy_inten_ch_4":3.11993,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":1.89403,"eq_ellipse_oblate_vol_ch_1":415.9214,"eq_ellipse_prolate_vol_ch_1":219.59656,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.54719,"fiber_align_2_ch_4":1.47333,"fiber_length_ch_1":30.49021,"fiber_width_ch_1":8.56007,"inten_cooc_asm_ch_3":0.51888,"inten_cooc_asm_ch_4":0.33016,"inten_cooc_contrast_ch_3":0.84177,"inten_cooc_contrast_ch_4":2.57326,"inten_cooc_entropy_ch_3":2.11929,"inten_cooc_entropy_ch_4":3.26044,"inten_cooc_max_ch_3":0.73585,"inten_cooc_max_ch_4":0.57547,"kurt_inten_ch_1":-0.36981,"kurt_inten_ch_3":13.47428,"kurt_inten_ch_4":6.3307,"length_ch_1":29.10286,"neighbor_avg_dist_ch_1":250.10378,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":121.91293,"perim_ch_1":78.10056,"shape_bfr_ch_1":0.51196,"shape_lwr_ch_1":1.7309,"shape_p_2_a_ch_1":1.85977,"skew_inten_ch_1":0.38898,"skew_inten_ch_3":3.63899,"skew_inten_ch_4":2.62738,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":11936,"total_inten_ch_2":44072,"total_inten_ch_3":2082,"total_inten_ch_4":8368,"var_inten_ch_1":31.01,"var_inten_ch_3":25.34408,"var_inten_ch_4":73.7844,"width_ch_1":16.81368}
{"case":"Train","class":"PS","angle_ch_1":42.83944,"area_ch_1":182,"avg_inten_ch_1":97.83908,"avg_inten_ch_2":376.28736,"avg_inten_ch_3":9.17241,"avg_inten_ch_4":21.02874,"convex_hull_area_ratio_ch_1":1.07027,"convex_hull_perim_ratio_ch_1":0.96245,"diff_inten_density_ch_1":58.75,"diff_inten_density_ch_3":15.42949,"diff_inten_density_ch_4":24.42949,"entropy_inten_ch_1":6.62678,"entropy_inten_ch_3":3.42592,"entropy_inten_ch_4":2.96631,"eq_circ_diam_ch_1":15.23873,"eq_ellipse_lwr_ch_1":2.33068,"eq_ellipse_oblate_vol_ch_1":286.60689,"eq_ellipse_prolate_vol_ch_1":122.97143,"eq_sphere_area_ch_1":729.53741,"eq_sphere_vol_ch_1":1852.87093,"fiber_align_2_ch_3":1.71664,"fiber_align_2_ch_4":1.71856,"fiber_length_ch_1":21.04642,"fiber_width_ch_1":9.21365,"inten_cooc_asm_ch_3":0.16048,"inten_cooc_asm_ch_4":0.37162,"inten_cooc_contrast_ch_3":6.93158,"inten_cooc_contrast_ch_4":2.59918,"inten_cooc_entropy_ch_3":4.38807,"inten_cooc_entropy_ch_4":3.0936,"inten_cooc_max_ch_3":0.40127,"inten_cooc_max_ch_4":0.6129,"kurt_inten_ch_1":-0.82983,"kurt_inten_ch_3":1.23962,"kurt_inten_ch_4":1.53561,"length_ch_1":24.00959,"neighbor_avg_dist_ch_1":172.21793,"neighbor_min_dist_ch_1":17.88006,"neighbor_var_dist_ch_1":83.41949,"perim_ch_1":60.52014,"shape_bfr_ch_1":0.64413,"shape_lwr_ch_1":2.03589,"shape_p_2_a_ch_1":1.50306,"skew_inten_ch_1":-0.2334,"skew_inten_ch_3":1.5039,"skew_inten_ch_4":1.58677,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":17024,"total_inten_ch_2":65301,"total_inten_ch_3":1596,"total_inten_ch_4":3659,"var_inten_ch_1":48.49289,"var_inten_ch_3":13.81962,"var_inten_ch_4":34.6658,"width_ch_1":11.79319}
{"case":"Test","class":"PS","angle_ch_1":86.27251,"area_ch_1":207,"avg_inten_ch_1":30.70202,"avg_inten_ch_2":255.89899,"avg_inten_ch_3":23.78283,"avg_inten_ch_4":59.83838,"convex_hull_area_ratio_ch_1":1.02343,"convex_hull_perim_ratio_ch_1":0.96781,"diff_inten_density_ch_1":38.27424,"diff_inten_density_ch_3":25.18283,"diff_inten_density_ch_4":51.67036,"entropy_inten_ch_1":5.73574,"entropy_inten_ch_3":4.89273,"entropy_inten_ch_4":6.18357,"eq_circ_diam_ch_1":16.25574,"eq_ellipse_lwr_ch_1":2.60103,"eq_ellipse_oblate_vol_ch_1":367.52954,"eq_ellipse_prolate_vol_ch_1":141.30139,"eq_sphere_area_ch_1":830.16327,"eq_sphere_vol_ch_1":2249.15342,"fiber_align_2_ch_3":1.35648,"fiber_align_2_ch_4":1.83151,"fiber_length_ch_1":23.62837,"fiber_width_ch_1":8.99426,"inten_cooc_asm_ch_3":0.06073,"inten_cooc_asm_ch_4":0.01946,"inten_cooc_contrast_ch_3":10.77949,"inten_cooc_contrast_ch_4":17.90752,"inten_cooc_entropy_ch_3":5.98707,"inten_cooc_entropy_ch_4":6.96852,"inten_cooc_max_ch_3":0.2328,"inten_cooc_max_ch_4":0.12209,"kurt_inten_ch_1":0.21301,"kurt_inten_ch_3":1.50805,"kurt_inten_ch_4":-0.24179,"length_ch_1":25.94045,"neighbor_avg_dist_ch_1":206.34254,"neighbor_min_dist_ch_1":34.98973,"neighbor_var_dist_ch_1":98.36262,"perim_ch_1":65.24525,"shape_bfr_ch_1":0.76982,"shape_lwr_ch_1":2.49599,"shape_p_2_a_ch_1":1.59399,"skew_inten_ch_1":0.57135,"skew_inten_ch_3":1.25309,"skew_inten_ch_4":0.64456,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6079,"total_inten_ch_2":50471,"total_inten_ch_3":4709,"total_inten_ch_4":11848,"var_inten_ch_1":18.88421,"var_inten_ch_3":26.35803,"var_inten_ch_4":48.51683,"width_ch_1":10.39285}
{"case":"Train","class":"WS","angle_ch_1":105.40314,"area_ch_1":208,"avg_inten_ch_1":123.52261,"avg_inten_ch_2":310.11055,"avg_inten_ch_3":213.27638,"avg_inten_ch_4":141.72362,"convex_hull_area_ratio_ch_1":1.15966,"convex_hull_perim_ratio_ch_1":0.92644,"diff_inten_density_ch_1":93.66667,"diff_inten_density_ch_3":169.01667,"diff_inten_density_ch_4":91.91667,"entropy_inten_ch_1":6.97311,"entropy_inten_ch_3":6.98594,"entropy_inten_ch_4":6.44557,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":1.64176,"eq_ellipse_oblate_vol_ch_1":294.20935,"eq_ellipse_prolate_vol_ch_1":179.20324,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.43709,"fiber_align_2_ch_4":1.68288,"fiber_length_ch_1":23.8384,"fiber_width_ch_1":9.15685,"inten_cooc_asm_ch_3":0.00729,"inten_cooc_asm_ch_4":0.02344,"inten_cooc_contrast_ch_3":24.0478,"inten_cooc_contrast_ch_4":11.48987,"inten_cooc_entropy_ch_3":7.4603,"inten_cooc_entropy_ch_4":6.60555,"inten_cooc_max_ch_3":0.04348,"inten_cooc_max_ch_4":0.125,"kurt_inten_ch_1":-0.58263,"kurt_inten_ch_3":-0.16673,"kurt_inten_ch_4":0.14104,"length_ch_1":23.34637,"neighbor_avg_dist_ch_1":229.63937,"neighbor_min_dist_ch_1":31.60571,"neighbor_var_dist_ch_1":101.93145,"perim_ch_1":65.99051,"shape_bfr_ch_1":0.62208,"shape_lwr_ch_1":1.62552,"shape_p_2_a_ch_1":1.58755,"skew_inten_ch_1":0.15078,"skew_inten_ch_3":0.27339,"skew_inten_ch_4":0.62513,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":24581,"total_inten_ch_2":61514,"total_inten_ch_3":42442,"total_inten_ch_4":28203,"var_inten_ch_1":64.5798,"var_inten_ch_3":130.63155,"var_inten_ch_4":112.24224,"width_ch_1":14.36236}
{"case":"Train","class":"PS","angle_ch_1":149.5613,"area_ch_1":347,"avg_inten_ch_1":68.07229,"avg_inten_ch_2":93.16867,"avg_inten_ch_3":150.43675,"avg_inten_ch_4":250.75602,"convex_hull_area_ratio_ch_1":1.31776,"convex_hull_perim_ratio_ch_1":0.64008,"diff_inten_density_ch_1":70.42034,"diff_inten_density_ch_3":126.05763,"diff_inten_density_ch_4":139.75593,"entropy_inten_ch_1":6.99031,"entropy_inten_ch_3":7.04255,"entropy_inten_ch_4":7.40673,"eq_circ_diam_ch_1":21.04957,"eq_ellipse_lwr_ch_1":1.12621,"eq_ellipse_oblate_vol_ch_1":525.09641,"eq_ellipse_prolate_vol_ch_1":466.24942,"eq_sphere_area_ch_1":1391.99093,"eq_sphere_vol_ch_1":4883.46884,"fiber_align_2_ch_3":1.05128,"fiber_align_2_ch_4":1.35504,"fiber_length_ch_1":56.04943,"fiber_width_ch_1":6.60616,"inten_cooc_asm_ch_3":0.01145,"inten_cooc_asm_ch_4":0.0092,"inten_cooc_contrast_ch_3":13.14576,"inten_cooc_contrast_ch_4":10.41658,"inten_cooc_entropy_ch_3":7.21188,"inten_cooc_entropy_ch_4":7.28396,"inten_cooc_max_ch_3":0.08306,"inten_cooc_max_ch_4":0.0598,"kurt_inten_ch_1":-0.00518,"kurt_inten_ch_3":0.84087,"kurt_inten_ch_4":-0.79688,"length_ch_1":25.95285,"neighbor_avg_dist_ch_1":257.11044,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":118.76413,"perim_ch_1":125.31118,"shape_bfr_ch_1":0.52607,"shape_lwr_ch_1":1.0182,"shape_p_2_a_ch_1":3.37479,"skew_inten_ch_1":0.7264,"skew_inten_ch_3":0.95636,"skew_inten_ch_4":0.1408,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":22600,"total_inten_ch_2":30601,"total_inten_ch_3":49945,"total_inten_ch_4":83251,"var_inten_ch_1":49.82005,"var_inten_ch_3":127.41456,"var_inten_ch_4":164.94348,"width_ch_1":25.48888}
{"case":"Test","class":"PS","angle_ch_1":121.13711,"area_ch_1":150,"avg_inten_ch_1":102.33333,"avg_inten_ch_2":4.79861,"avg_inten_ch_3":246.00694,"avg_inten_ch_4":12.99306,"convex_hull_area_ratio_ch_1":1.3536,"convex_hull_perim_ratio_ch_1":0.85064,"diff_inten_density_ch_1":80.60324,"diff_inten_density_ch_3":172.27126,"diff_inten_density_ch_4":18.7247,"entropy_inten_ch_1":6.58292,"entropy_inten_ch_3":6.82951,"entropy_inten_ch_4":1.29805,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":1.87477,"eq_ellipse_oblate_vol_ch_1":193.52623,"eq_ellipse_prolate_vol_ch_1":103.22639,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.49732,"fiber_align_2_ch_4":1.89493,"fiber_length_ch_1":28.52611,"fiber_width_ch_1":5.74137,"inten_cooc_asm_ch_3":0.00956,"inten_cooc_asm_ch_4":0.66646,"inten_cooc_contrast_ch_3":14.4597,"inten_cooc_contrast_ch_4":0.29036,"inten_cooc_entropy_ch_3":6.98747,"inten_cooc_entropy_ch_4":1.31344,"inten_cooc_max_ch_3":0.03279,"inten_cooc_max_ch_4":0.81967,"kurt_inten_ch_1":0.54644,"kurt_inten_ch_3":0.55197,"kurt_inten_ch_4":8.18564,"length_ch_1":21.94392,"neighbor_avg_dist_ch_1":196.85207,"neighbor_min_dist_ch_1":26.63873,"neighbor_var_dist_ch_1":102.45794,"perim_ch_1":68.53496,"shape_bfr_ch_1":0.47753,"shape_lwr_ch_1":1.52346,"shape_p_2_a_ch_1":2.2822,"skew_inten_ch_1":1.24905,"skew_inten_ch_3":1.20078,"skew_inten_ch_4":3.01655,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":14736,"total_inten_ch_2":548,"total_inten_ch_3":35425,"total_inten_ch_4":1871,"var_inten_ch_1":87.50032,"var_inten_ch_3":186.79027,"var_inten_ch_4":37.19141,"width_ch_1":14.40402}
{"case":"Test","class":"WS","angle_ch_1":22.21169,"area_ch_1":336,"avg_inten_ch_1":138.1028,"avg_inten_ch_2":176.02492,"avg_inten_ch_3":250.98131,"avg_inten_ch_4":231.31776,"convex_hull_area_ratio_ch_1":1.06977,"convex_hull_perim_ratio_ch_1":0.93919,"diff_inten_density_ch_1":109.47492,"diff_inten_density_ch_3":221.17057,"diff_inten_density_ch_4":117.18729,"entropy_inten_ch_1":7.22934,"entropy_inten_ch_3":4.55762,"entropy_inten_ch_4":7.28097,"eq_circ_diam_ch_1":20.69792,"eq_ellipse_lwr_ch_1":1.08818,"eq_ellipse_oblate_vol_ch_1":490.71622,"eq_ellipse_prolate_vol_ch_1":450.94937,"eq_sphere_area_ch_1":1345.87075,"eq_sphere_vol_ch_1":4642.78791,"fiber_align_2_ch_3":1.55338,"fiber_align_2_ch_4":1.24231,"fiber_length_ch_1":18.66945,"fiber_width_ch_1":18.66945,"inten_cooc_asm_ch_3":0.226,"inten_cooc_asm_ch_4":0.01416,"inten_cooc_contrast_ch_3":1.66865,"inten_cooc_contrast_ch_4":5.75549,"inten_cooc_entropy_ch_3":4.00679,"inten_cooc_entropy_ch_4":6.83469,"inten_cooc_max_ch_3":0.47333,"inten_cooc_max_ch_4":0.09,"kurt_inten_ch_1":4.47396,"kurt_inten_ch_3":5.31929,"kurt_inten_ch_4":-0.38652,"length_ch_1":22.61377,"neighbor_avg_dist_ch_1":235.71237,"neighbor_min_dist_ch_1":22.52381,"neighbor_var_dist_ch_1":109.53477,"perim_ch_1":74.67782,"shape_bfr_ch_1":0.68005,"shape_lwr_ch_1":1.03357,"shape_p_2_a_ch_1":1.27046,"skew_inten_ch_1":2.18151,"skew_inten_ch_3":2.38108,"skew_inten_ch_4":0.50917,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":44331,"total_inten_ch_2":56184,"total_inten_ch_3":80565,"total_inten_ch_4":74253,"var_inten_ch_1":159.22299,"var_inten_ch_3":476.94048,"var_inten_ch_4":178.52324,"width_ch_1":21.87919}
{"case":"Test","class":"PS","angle_ch_1":176.9152,"area_ch_1":281,"avg_inten_ch_1":587.34944,"avg_inten_ch_2":593.26394,"avg_inten_ch_3":468.72862,"avg_inten_ch_4":62.90335,"convex_hull_area_ratio_ch_1":1.17199,"convex_hull_perim_ratio_ch_1":0.91817,"diff_inten_density_ch_1":214.71079,"diff_inten_density_ch_3":270.44196,"diff_inten_density_ch_4":50.41752,"entropy_inten_ch_1":7.85585,"entropy_inten_ch_3":6.93545,"entropy_inten_ch_4":6.55474,"eq_circ_diam_ch_1":18.94743,"eq_ellipse_lwr_ch_1":2.48193,"eq_ellipse_oblate_vol_ch_1":568.51861,"eq_ellipse_prolate_vol_ch_1":229.06316,"eq_sphere_area_ch_1":1127.84807,"eq_sphere_vol_ch_1":3561.6375,"fiber_align_2_ch_3":1.38781,"fiber_align_2_ch_4":1.34689,"fiber_length_ch_1":30.69158,"fiber_width_ch_1":9.63093,"inten_cooc_asm_ch_3":0.02704,"inten_cooc_asm_ch_4":0.0099,"inten_cooc_contrast_ch_3":5.34883,"inten_cooc_contrast_ch_4":14.55372,"inten_cooc_entropy_ch_3":6.36528,"inten_cooc_entropy_ch_4":7.25273,"inten_cooc_max_ch_3":0.13636,"inten_cooc_max_ch_4":0.06198,"kurt_inten_ch_1":-0.82239,"kurt_inten_ch_3":1.18784,"kurt_inten_ch_4":0.14065,"length_ch_1":27.98847,"neighbor_avg_dist_ch_1":256.08167,"neighbor_min_dist_ch_1":37.36554,"neighbor_var_dist_ch_1":129.49979,"perim_ch_1":80.64502,"shape_bfr_ch_1":0.69058,"shape_lwr_ch_1":1.91859,"shape_p_2_a_ch_1":1.75088,"skew_inten_ch_1":-0.21744,"skew_inten_ch_3":1.24146,"skew_inten_ch_4":0.74673,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":157997,"total_inten_ch_2":159320,"total_inten_ch_3":126088,"total_inten_ch_4":16921,"var_inten_ch_1":280.21363,"var_inten_ch_3":469.22645,"var_inten_ch_4":51.06092,"width_ch_1":14.58804}
{"case":"Test","class":"PS","angle_ch_1":113.7561,"area_ch_1":247,"avg_inten_ch_1":18.42373,"avg_inten_ch_2":4.74153,"avg_inten_ch_3":38.80932,"avg_inten_ch_4":41.17373,"convex_hull_area_ratio_ch_1":1.34394,"convex_hull_perim_ratio_ch_1":0.81258,"diff_inten_density_ch_1":31.26506,"diff_inten_density_ch_3":32.63855,"diff_inten_density_ch_4":33.0241,"entropy_inten_ch_1":5.33319,"entropy_inten_ch_3":6.10145,"entropy_inten_ch_4":4.64563,"eq_circ_diam_ch_1":17.74722,"eq_ellipse_lwr_ch_1":2.30912,"eq_ellipse_oblate_vol_ch_1":450.62281,"eq_ellipse_prolate_vol_ch_1":195.14882,"eq_sphere_area_ch_1":989.48753,"eq_sphere_vol_ch_1":2926.77475,"fiber_align_2_ch_3":1.69209,"fiber_align_2_ch_4":1.6924,"fiber_length_ch_1":41.2176,"fiber_width_ch_1":6.39578,"inten_cooc_asm_ch_3":0.00764,"inten_cooc_asm_ch_4":0.13384,"inten_cooc_contrast_ch_3":19.91818,"inten_cooc_contrast_ch_4":3.79506,"inten_cooc_entropy_ch_3":7.40685,"inten_cooc_entropy_ch_4":4.9575,"inten_cooc_max_ch_3":0.04286,"inten_cooc_max_ch_4":0.36667,"kurt_inten_ch_1":-0.05112,"kurt_inten_ch_3":0.3369,"kurt_inten_ch_4":32.08863,"length_ch_1":30.96255,"neighbor_avg_dist_ch_1":176.11074,"neighbor_min_dist_ch_1":38.85084,"neighbor_var_dist_ch_1":76.98252,"perim_ch_1":95.22677,"shape_bfr_ch_1":0.48887,"shape_lwr_ch_1":1.89461,"shape_p_2_a_ch_1":2.73734,"skew_inten_ch_1":0.71634,"skew_inten_ch_3":0.66859,"skew_inten_ch_4":4.17756,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":4348,"total_inten_ch_2":884,"total_inten_ch_3":9159,"total_inten_ch_4":9717,"var_inten_ch_1":14.43683,"var_inten_ch_3":27.20282,"var_inten_ch_4":66.14576,"width_ch_1":16.34247}
{"case":"Test","class":"WS","angle_ch_1":35.00655,"area_ch_1":186,"avg_inten_ch_1":139.3764,"avg_inten_ch_2":401.01685,"avg_inten_ch_3":16.98876,"avg_inten_ch_4":164.39326,"convex_hull_area_ratio_ch_1":1.04301,"convex_hull_perim_ratio_ch_1":0.96211,"diff_inten_density_ch_1":68.87654,"diff_inten_density_ch_3":25.62346,"diff_inten_density_ch_4":82.44444,"entropy_inten_ch_1":6.85754,"entropy_inten_ch_3":3.22506,"entropy_inten_ch_4":6.265,"eq_circ_diam_ch_1":15.4129,"eq_ellipse_lwr_ch_1":1.74112,"eq_ellipse_oblate_vol_ch_1":256.31007,"eq_ellipse_prolate_vol_ch_1":147.21004,"eq_sphere_area_ch_1":746.30839,"eq_sphere_vol_ch_1":1917.12883,"fiber_align_2_ch_3":1.01922,"fiber_align_2_ch_4":1.54107,"fiber_length_ch_1":14.71293,"fiber_width_ch_1":13.25111,"inten_cooc_asm_ch_3":0.27203,"inten_cooc_asm_ch_4":0.03069,"inten_cooc_contrast_ch_3":3.97033,"inten_cooc_contrast_ch_4":6.78857,"inten_cooc_entropy_ch_3":3.6862,"inten_cooc_entropy_ch_4":6.39983,"inten_cooc_max_ch_3":0.52761,"inten_cooc_max_ch_4":0.15528,"kurt_inten_ch_1":-0.32057,"kurt_inten_ch_3":22.08819,"kurt_inten_ch_4":-0.90289,"length_ch_1":21.30395,"neighbor_avg_dist_ch_1":195.80083,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":92.17777,"perim_ch_1":55.92807,"shape_bfr_ch_1":0.68243,"shape_lwr_ch_1":1.66006,"shape_p_2_a_ch_1":1.27672,"skew_inten_ch_1":0.15976,"skew_inten_ch_3":4.19323,"skew_inten_ch_4":0.12178,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":24809,"total_inten_ch_2":71204,"total_inten_ch_3":3024,"total_inten_ch_4":29262,"var_inten_ch_1":65.62345,"var_inten_ch_3":38.39066,"var_inten_ch_4":119.94686,"width_ch_1":12.83326}
{"case":"Test","class":"PS","angle_ch_1":79.97106,"area_ch_1":393,"avg_inten_ch_1":46.592,"avg_inten_ch_2":169.53067,"avg_inten_ch_3":88.41867,"avg_inten_ch_4":69.33067,"convex_hull_area_ratio_ch_1":1.3649,"convex_hull_perim_ratio_ch_1":0.83141,"diff_inten_density_ch_1":45.78235,"diff_inten_density_ch_3":72.54706,"diff_inten_density_ch_4":47.51765,"entropy_inten_ch_1":6.54016,"entropy_inten_ch_3":6.90484,"entropy_inten_ch_4":5.86613,"eq_circ_diam_ch_1":22.37123,"eq_ellipse_lwr_ch_1":2.43103,"eq_ellipse_oblate_vol_ch_1":926.11219,"eq_ellipse_prolate_vol_ch_1":380.95467,"eq_sphere_area_ch_1":1572.27891,"eq_sphere_vol_ch_1":5862.30213,"fiber_align_2_ch_3":1.34521,"fiber_align_2_ch_4":1.36514,"fiber_length_ch_1":49.18522,"fiber_width_ch_1":8.43915,"inten_cooc_asm_ch_3":0.00953,"inten_cooc_asm_ch_4":0.05689,"inten_cooc_contrast_ch_3":12.76506,"inten_cooc_contrast_ch_4":5.39638,"inten_cooc_entropy_ch_3":7.33272,"inten_cooc_entropy_ch_4":6.02622,"inten_cooc_max_ch_3":0.06158,"inten_cooc_max_ch_4":0.23599,"kurt_inten_ch_1":1.91116,"kurt_inten_ch_3":2.00276,"kurt_inten_ch_4":-0.24354,"length_ch_1":37.96017,"neighbor_avg_dist_ch_1":251.29983,"neighbor_min_dist_ch_1":27.5479,"neighbor_var_dist_ch_1":119.60369,"perim_ch_1":115.24875,"shape_bfr_ch_1":0.51637,"shape_lwr_ch_1":1.89299,"shape_p_2_a_ch_1":2.5464,"skew_inten_ch_1":1.43285,"skew_inten_ch_3":1.31497,"skew_inten_ch_4":0.7996,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":17472,"total_inten_ch_2":63200,"total_inten_ch_3":33157,"total_inten_ch_4":25999,"var_inten_ch_1":39.64518,"var_inten_ch_3":79.68885,"var_inten_ch_4":68.98674,"width_ch_1":20.05307}
{"case":"Test","class":"WS","angle_ch_1":40.87428,"area_ch_1":275,"avg_inten_ch_1":671.35741,"avg_inten_ch_2":252.673,"avg_inten_ch_3":73.87072,"avg_inten_ch_4":514.6692,"convex_hull_area_ratio_ch_1":1.04197,"convex_hull_perim_ratio_ch_1":0.96615,"diff_inten_density_ch_1":192.01639,"diff_inten_density_ch_3":42.54098,"diff_inten_density_ch_4":229.96721,"entropy_inten_ch_1":7.77749,"entropy_inten_ch_3":5.94855,"entropy_inten_ch_4":7.00786,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.0846,"eq_ellipse_oblate_vol_ch_1":363.3211,"eq_ellipse_prolate_vol_ch_1":334.98066,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1.47391,"fiber_align_2_ch_4":1.42701,"fiber_length_ch_1":16.15385,"fiber_width_ch_1":16.15385,"inten_cooc_asm_ch_3":0.05238,"inten_cooc_asm_ch_4":0.0259,"inten_cooc_contrast_ch_3":5.18648,"inten_cooc_contrast_ch_4":6.36885,"inten_cooc_entropy_ch_3":6.04681,"inten_cooc_entropy_ch_4":6.48321,"inten_cooc_max_ch_3":0.21721,"inten_cooc_max_ch_4":0.13525,"kurt_inten_ch_1":-0.50818,"kurt_inten_ch_3":0.3015,"kurt_inten_ch_4":-1.39896,"length_ch_1":20.4262,"neighbor_avg_dist_ch_1":206.25591,"neighbor_min_dist_ch_1":24.27098,"neighbor_var_dist_ch_1":86.70392,"perim_ch_1":64.61538,"shape_bfr_ch_1":0.71491,"shape_lwr_ch_1":1.08202,"shape_p_2_a_ch_1":1.15683,"skew_inten_ch_1":-0.5394,"skew_inten_ch_3":0.79955,"skew_inten_ch_4":-0.17012,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":176567,"total_inten_ch_2":66191,"total_inten_ch_3":19428,"total_inten_ch_4":135358,"var_inten_ch_1":278.79161,"var_inten_ch_3":67.32978,"var_inten_ch_4":357.65419,"width_ch_1":18.8779}
{"case":"Train","class":"PS","angle_ch_1":171.96051,"area_ch_1":222,"avg_inten_ch_1":33.75472,"avg_inten_ch_2":73.0283,"avg_inten_ch_3":14.05189,"avg_inten_ch_4":176.4434,"convex_hull_area_ratio_ch_1":1.10125,"convex_hull_perim_ratio_ch_1":0.94855,"diff_inten_density_ch_1":45.2584,"diff_inten_density_ch_3":16.73127,"diff_inten_density_ch_4":108.64858,"entropy_inten_ch_1":5.90119,"entropy_inten_ch_3":3.74308,"entropy_inten_ch_4":6.13922,"eq_circ_diam_ch_1":16.82063,"eq_ellipse_lwr_ch_1":1.66128,"eq_ellipse_oblate_vol_ch_1":325.42173,"eq_ellipse_prolate_vol_ch_1":195.88633,"eq_sphere_area_ch_1":888.86168,"eq_sphere_vol_ch_1":2491.86831,"fiber_align_2_ch_3":1.63092,"fiber_align_2_ch_4":1.36034,"fiber_length_ch_1":22.74326,"fiber_width_ch_1":10.12779,"inten_cooc_asm_ch_3":0.18601,"inten_cooc_asm_ch_4":0.03971,"inten_cooc_contrast_ch_3":4.4879,"inten_cooc_contrast_ch_4":5.33922,"inten_cooc_entropy_ch_3":4.48867,"inten_cooc_entropy_ch_4":6.16682,"inten_cooc_max_ch_3":0.44271,"inten_cooc_max_ch_4":0.17949,"kurt_inten_ch_1":-0.49281,"kurt_inten_ch_3":5.52824,"kurt_inten_ch_4":-0.80327,"length_ch_1":21.56362,"neighbor_avg_dist_ch_1":229.42252,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":123.89697,"perim_ch_1":65.74209,"shape_bfr_ch_1":0.65907,"shape_lwr_ch_1":1.37912,"shape_p_2_a_ch_1":1.49316,"skew_inten_ch_1":0.39299,"skew_inten_ch_3":2.09456,"skew_inten_ch_4":0.63247,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7156,"total_inten_ch_2":15271,"total_inten_ch_3":2979,"total_inten_ch_4":37406,"var_inten_ch_1":21.7081,"var_inten_ch_3":21.8112,"var_inten_ch_4":166.72914,"width_ch_1":15.63577}
{"case":"Train","class":"PS","angle_ch_1":90.69221,"area_ch_1":177,"avg_inten_ch_1":38.30178,"avg_inten_ch_2":111.08284,"avg_inten_ch_3":77.53254,"avg_inten_ch_4":196.52071,"convex_hull_area_ratio_ch_1":1.27572,"convex_hull_perim_ratio_ch_1":0.81903,"diff_inten_density_ch_1":42.41497,"diff_inten_density_ch_3":67.86395,"diff_inten_density_ch_4":123.57143,"entropy_inten_ch_1":6.07803,"entropy_inten_ch_3":6.49185,"entropy_inten_ch_4":5.03802,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":1.66517,"eq_ellipse_oblate_vol_ch_1":231.88915,"eq_ellipse_prolate_vol_ch_1":139.25884,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.48772,"fiber_align_2_ch_4":1.29923,"fiber_length_ch_1":29.55068,"fiber_width_ch_1":6.46455,"inten_cooc_asm_ch_3":0.00969,"inten_cooc_asm_ch_4":0.10126,"inten_cooc_contrast_ch_3":12.7015,"inten_cooc_contrast_ch_4":2.28179,"inten_cooc_entropy_ch_3":6.98804,"inten_cooc_entropy_ch_4":5.00111,"inten_cooc_max_ch_3":0.0411,"inten_cooc_max_ch_4":0.30405,"kurt_inten_ch_1":0.50072,"kurt_inten_ch_3":0.31879,"kurt_inten_ch_4":1.40538,"length_ch_1":20.5118,"neighbor_avg_dist_ch_1":187.11075,"neighbor_min_dist_ch_1":36.9849,"neighbor_var_dist_ch_1":77.09569,"perim_ch_1":72.03047,"shape_bfr_ch_1":0.60257,"shape_lwr_ch_1":1.43116,"shape_p_2_a_ch_1":2.1613,"skew_inten_ch_1":0.94663,"skew_inten_ch_3":0.79247,"skew_inten_ch_4":1.42148,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6473,"total_inten_ch_2":18605,"total_inten_ch_3":13103,"total_inten_ch_4":33212,"var_inten_ch_1":31.17669,"var_inten_ch_3":62.15176,"var_inten_ch_4":263.31395,"width_ch_1":14.33229}
{"case":"Test","class":"PS","angle_ch_1":26.97531,"area_ch_1":776,"avg_inten_ch_1":19.0027,"avg_inten_ch_2":30.48043,"avg_inten_ch_3":11.89744,"avg_inten_ch_4":15.05128,"convex_hull_area_ratio_ch_1":1.73885,"convex_hull_perim_ratio_ch_1":0.64256,"diff_inten_density_ch_1":34.57871,"diff_inten_density_ch_3":21.07796,"diff_inten_density_ch_4":23.07496,"entropy_inten_ch_1":5.45452,"entropy_inten_ch_3":4.5914,"entropy_inten_ch_4":5.11567,"eq_circ_diam_ch_1":31.4473,"eq_ellipse_lwr_ch_1":2.28651,"eq_ellipse_oblate_vol_ch_1":2494.7987,"eq_ellipse_prolate_vol_ch_1":1091.09412,"eq_sphere_area_ch_1":3106.82313,"eq_sphere_vol_ch_1":16283.53184,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":114.31813,"fiber_width_ch_1":7.19769,"inten_cooc_asm_ch_3":0.02317,"inten_cooc_asm_ch_4":0.00605,"inten_cooc_contrast_ch_3":33.10388,"inten_cooc_contrast_ch_4":38.04863,"inten_cooc_entropy_ch_3":7.11787,"inten_cooc_entropy_ch_4":7.85078,"inten_cooc_max_ch_3":0.13393,"inten_cooc_max_ch_4":0.04018,"kurt_inten_ch_1":0.01615,"kurt_inten_ch_3":1.26474,"kurt_inten_ch_4":0.12949,"length_ch_1":65.41023,"neighbor_avg_dist_ch_1":220.15524,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":97.52382,"perim_ch_1":243.03162,"shape_bfr_ch_1":0.35071,"shape_lwr_ch_1":1.9319,"shape_p_2_a_ch_1":5.71222,"skew_inten_ch_1":0.80824,"skew_inten_ch_3":1.11191,"skew_inten_ch_4":0.64043,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":21,"total_inten_ch_1":14081,"total_inten_ch_2":21846,"total_inten_ch_3":8816,"total_inten_ch_4":11153,"var_inten_ch_1":16.57779,"var_inten_ch_3":12.38704,"var_inten_ch_4":11.62157,"width_ch_1":33.85794}
{"case":"Test","class":"PS","angle_ch_1":83.17286,"area_ch_1":608,"avg_inten_ch_1":169.2926,"avg_inten_ch_2":144.98795,"avg_inten_ch_3":27.2685,"avg_inten_ch_4":40.54389,"convex_hull_area_ratio_ch_1":1.0929,"convex_hull_perim_ratio_ch_1":0.90415,"diff_inten_density_ch_1":76.82998,"diff_inten_density_ch_3":24.90311,"diff_inten_density_ch_4":25.69104,"entropy_inten_ch_1":7.81894,"entropy_inten_ch_3":4.10528,"entropy_inten_ch_4":4.02035,"eq_circ_diam_ch_1":27.84597,"eq_ellipse_lwr_ch_1":2.63415,"eq_ellipse_oblate_vol_ch_1":1859.11439,"eq_ellipse_prolate_vol_ch_1":705.77356,"eq_sphere_area_ch_1":2435.98413,"eq_sphere_vol_ch_1":11305.38859,"fiber_align_2_ch_3":1.42739,"fiber_align_2_ch_4":1.07881,"fiber_length_ch_1":48.0316,"fiber_width_ch_1":12.97913,"inten_cooc_asm_ch_3":0.18971,"inten_cooc_asm_ch_4":0.28098,"inten_cooc_contrast_ch_3":3.89364,"inten_cooc_contrast_ch_4":1.11111,"inten_cooc_entropy_ch_3":4.38868,"inten_cooc_entropy_ch_4":3.55758,"inten_cooc_max_ch_3":0.44265,"inten_cooc_max_ch_4":0.52509,"kurt_inten_ch_1":-0.98979,"kurt_inten_ch_3":5.95315,"kurt_inten_ch_4":2.88191,"length_ch_1":45.70184,"neighbor_avg_dist_ch_1":208.48291,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":105.85461,"perim_ch_1":122.02147,"shape_bfr_ch_1":0.68864,"shape_lwr_ch_1":2.36181,"shape_p_2_a_ch_1":1.90059,"skew_inten_ch_1":0.0163,"skew_inten_ch_3":2.5458,"skew_inten_ch_4":1.90388,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":98359,"total_inten_ch_2":83658,"total_inten_ch_3":15843,"total_inten_ch_4":23556,"var_inten_ch_1":90.03989,"var_inten_ch_3":53.19513,"var_inten_ch_4":68.1821,"width_ch_1":19.35033}
{"case":"Test","class":"PS","angle_ch_1":86.59318,"area_ch_1":259,"avg_inten_ch_1":46.46774,"avg_inten_ch_2":3.99194,"avg_inten_ch_3":109.00806,"avg_inten_ch_4":44.90323,"convex_hull_area_ratio_ch_1":1.33015,"convex_hull_perim_ratio_ch_1":0.87714,"diff_inten_density_ch_1":45.58239,"diff_inten_density_ch_3":69.89391,"diff_inten_density_ch_4":36.21445,"entropy_inten_ch_1":6.38698,"entropy_inten_ch_3":7.064,"entropy_inten_ch_4":5.34367,"eq_circ_diam_ch_1":18.19282,"eq_ellipse_lwr_ch_1":2.6122,"eq_ellipse_oblate_vol_ch_1":516.30037,"eq_ellipse_prolate_vol_ch_1":197.64949,"eq_sphere_area_ch_1":1039.80045,"eq_sphere_vol_ch_1":3152.81739,"fiber_align_2_ch_3":1.08988,"fiber_align_2_ch_4":1.13927,"fiber_length_ch_1":37.89463,"fiber_width_ch_1":7.24706,"inten_cooc_asm_ch_3":0.00687,"inten_cooc_asm_ch_4":0.05886,"inten_cooc_contrast_ch_3":14.98587,"inten_cooc_contrast_ch_4":6.08821,"inten_cooc_entropy_ch_3":7.44928,"inten_cooc_entropy_ch_4":5.95544,"inten_cooc_max_ch_3":0.02212,"inten_cooc_max_ch_4":0.23502,"kurt_inten_ch_1":-0.43389,"kurt_inten_ch_3":-0.65456,"kurt_inten_ch_4":-0.75282,"length_ch_1":31.49949,"neighbor_avg_dist_ch_1":220.14637,"neighbor_min_dist_ch_1":30.71429,"neighbor_var_dist_ch_1":89.57615,"perim_ch_1":90.28338,"shape_bfr_ch_1":0.57143,"shape_lwr_ch_1":2.18111,"shape_p_2_a_ch_1":2.36191,"skew_inten_ch_1":0.47454,"skew_inten_ch_3":0.28463,"skew_inten_ch_4":0.67683,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":11524,"total_inten_ch_2":743,"total_inten_ch_3":27034,"total_inten_ch_4":11136,"var_inten_ch_1":29.65349,"var_inten_ch_3":65.10835,"var_inten_ch_4":45.17456,"width_ch_1":14.44197}
{"case":"Train","class":"WS","angle_ch_1":92.56772,"area_ch_1":181,"avg_inten_ch_1":510.65318,"avg_inten_ch_2":264.92486,"avg_inten_ch_3":13.10983,"avg_inten_ch_4":35.50867,"convex_hull_area_ratio_ch_1":1.04709,"convex_hull_perim_ratio_ch_1":0.97027,"diff_inten_density_ch_1":201.56688,"diff_inten_density_ch_3":24.70064,"diff_inten_density_ch_4":39.99363,"entropy_inten_ch_1":7.28434,"entropy_inten_ch_3":2.25846,"entropy_inten_ch_4":4.60924,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":1.9274,"eq_ellipse_oblate_vol_ch_1":258.39059,"eq_ellipse_prolate_vol_ch_1":134.0617,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.05037,"fiber_align_2_ch_4":1.78378,"fiber_length_ch_1":17.37455,"fiber_width_ch_1":10.88935,"inten_cooc_asm_ch_3":0.41563,"inten_cooc_asm_ch_4":0.08589,"inten_cooc_contrast_ch_3":2.07208,"inten_cooc_contrast_ch_4":8.71264,"inten_cooc_entropy_ch_3":2.62132,"inten_cooc_entropy_ch_4":5.38862,"inten_cooc_max_ch_3":0.66049,"inten_cooc_max_ch_4":0.28947,"kurt_inten_ch_1":-0.64093,"kurt_inten_ch_3":17.28018,"kurt_inten_ch_4":0.48238,"length_ch_1":21.57015,"neighbor_avg_dist_ch_1":167.63464,"neighbor_min_dist_ch_1":15.11637,"neighbor_var_dist_ch_1":74.42548,"perim_ch_1":56.5278,"shape_bfr_ch_1":0.73231,"shape_lwr_ch_1":1.87894,"shape_p_2_a_ch_1":1.34399,"skew_inten_ch_1":0.05554,"skew_inten_ch_3":3.75921,"skew_inten_ch_4":1.15282,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":88343,"total_inten_ch_2":45660,"total_inten_ch_3":2268,"total_inten_ch_4":6143,"var_inten_ch_1":250.84829,"var_inten_ch_3":33.33218,"var_inten_ch_4":42.41723,"width_ch_1":11.47993}
{"case":"Train","class":"PS","angle_ch_1":174.4791,"area_ch_1":215,"avg_inten_ch_1":126.12621,"avg_inten_ch_2":300.04369,"avg_inten_ch_3":41.95146,"avg_inten_ch_4":92.75243,"convex_hull_area_ratio_ch_1":1.04773,"convex_hull_perim_ratio_ch_1":0.95243,"diff_inten_density_ch_1":63.79357,"diff_inten_density_ch_3":37.21448,"diff_inten_density_ch_4":66.07239,"entropy_inten_ch_1":6.8386,"entropy_inten_ch_3":4.17552,"entropy_inten_ch_4":6.7859,"eq_circ_diam_ch_1":16.58089,"eq_ellipse_lwr_ch_1":2.87091,"eq_ellipse_oblate_vol_ch_1":409.76254,"eq_ellipse_prolate_vol_ch_1":142.72909,"eq_sphere_area_ch_1":863.70522,"eq_sphere_vol_ch_1":2386.83351,"fiber_align_2_ch_3":1.65438,"fiber_align_2_ch_4":1.88554,"fiber_length_ch_1":25.48709,"fiber_width_ch_1":8.83184,"inten_cooc_asm_ch_3":0.1902,"inten_cooc_asm_ch_4":0.00726,"inten_cooc_contrast_ch_3":3.80879,"inten_cooc_contrast_ch_4":19.64888,"inten_cooc_entropy_ch_3":4.37543,"inten_cooc_entropy_ch_4":7.36185,"inten_cooc_max_ch_3":0.44845,"inten_cooc_max_ch_4":0.02577,"kurt_inten_ch_1":-0.59764,"kurt_inten_ch_3":1.88516,"kurt_inten_ch_4":-0.6015,"length_ch_1":27.90862,"neighbor_avg_dist_ch_1":156.78111,"neighbor_min_dist_ch_1":21.69413,"neighbor_var_dist_ch_1":66.23972,"perim_ch_1":68.63786,"shape_bfr_ch_1":0.7176,"shape_lwr_ch_1":2.58854,"shape_p_2_a_ch_1":1.6655,"skew_inten_ch_1":-0.12913,"skew_inten_ch_3":1.54293,"skew_inten_ch_4":0.14846,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":25982,"total_inten_ch_2":61604,"total_inten_ch_3":8642,"total_inten_ch_4":19107,"var_inten_ch_1":55.55941,"var_inten_ch_3":57.75633,"var_inten_ch_4":54.61038,"width_ch_1":10.7816}
{"case":"Test","class":"PS","angle_ch_1":99.91431,"area_ch_1":187,"avg_inten_ch_1":27.84916,"avg_inten_ch_2":43.72626,"avg_inten_ch_3":51.45251,"avg_inten_ch_4":61.79888,"convex_hull_area_ratio_ch_1":1.13981,"convex_hull_perim_ratio_ch_1":0.872,"diff_inten_density_ch_1":42.74375,"diff_inten_density_ch_3":34.8875,"diff_inten_density_ch_4":40.025,"entropy_inten_ch_1":5.80713,"entropy_inten_ch_3":6.17042,"entropy_inten_ch_4":6.07774,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":1.40388,"eq_ellipse_oblate_vol_ch_1":232.09516,"eq_ellipse_prolate_vol_ch_1":165.32408,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.48471,"fiber_align_2_ch_4":1.51038,"fiber_length_ch_1":24.55744,"fiber_width_ch_1":8.01374,"inten_cooc_asm_ch_3":0.0124,"inten_cooc_asm_ch_4":0.0131,"inten_cooc_contrast_ch_3":9.42452,"inten_cooc_contrast_ch_4":9.1292,"inten_cooc_entropy_ch_3":6.8172,"inten_cooc_entropy_ch_4":6.91204,"inten_cooc_max_ch_3":0.06329,"inten_cooc_max_ch_4":0.07595,"kurt_inten_ch_1":-0.36216,"kurt_inten_ch_3":-0.33885,"kurt_inten_ch_4":-0.58296,"length_ch_1":18.37877,"neighbor_avg_dist_ch_1":256.90418,"neighbor_min_dist_ch_1":55.03869,"neighbor_var_dist_ch_1":117.01338,"perim_ch_1":65.14236,"shape_bfr_ch_1":0.69229,"shape_lwr_ch_1":1.24633,"shape_p_2_a_ch_1":1.71592,"skew_inten_ch_1":0.61039,"skew_inten_ch_3":0.74073,"skew_inten_ch_4":0.4271,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4985,"total_inten_ch_2":7649,"total_inten_ch_3":9210,"total_inten_ch_4":11062,"var_inten_ch_1":20.08236,"var_inten_ch_3":44.36997,"var_inten_ch_4":45.876,"width_ch_1":14.74636}
{"case":"Train","class":"PS","angle_ch_1":90.37802,"area_ch_1":208,"avg_inten_ch_1":29.78392,"avg_inten_ch_2":88.27136,"avg_inten_ch_3":50.8191,"avg_inten_ch_4":96.81407,"convex_hull_area_ratio_ch_1":1.13539,"convex_hull_perim_ratio_ch_1":0.94059,"diff_inten_density_ch_1":38.44134,"diff_inten_density_ch_3":45.34078,"diff_inten_density_ch_4":64.39106,"entropy_inten_ch_1":5.75544,"entropy_inten_ch_3":6.22662,"entropy_inten_ch_4":6.21716,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":1.85606,"eq_ellipse_oblate_vol_ch_1":312.82209,"eq_ellipse_prolate_vol_ch_1":168.54075,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.36665,"fiber_align_2_ch_4":1.3213,"fiber_length_ch_1":24.22247,"fiber_width_ch_1":9.10903,"inten_cooc_asm_ch_3":0.00961,"inten_cooc_asm_ch_4":0.01718,"inten_cooc_contrast_ch_3":15.90035,"inten_cooc_contrast_ch_4":9.13836,"inten_cooc_entropy_ch_3":7.1386,"inten_cooc_entropy_ch_4":6.8089,"inten_cooc_max_ch_3":0.05114,"inten_cooc_max_ch_4":0.10989,"kurt_inten_ch_1":1.86967,"kurt_inten_ch_3":2.13726,"kurt_inten_ch_4":0.17671,"length_ch_1":23.56062,"neighbor_avg_dist_ch_1":235.16503,"neighbor_min_dist_ch_1":28.55676,"neighbor_var_dist_ch_1":119.10928,"perim_ch_1":66.663,"shape_bfr_ch_1":0.61885,"shape_lwr_ch_1":1.6469,"shape_p_2_a_ch_1":1.60275,"skew_inten_ch_1":1.18783,"skew_inten_ch_3":1.26223,"skew_inten_ch_4":0.68303,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5927,"total_inten_ch_2":17368,"total_inten_ch_3":10113,"total_inten_ch_4":19266,"var_inten_ch_1":22.31858,"var_inten_ch_3":43.9354,"var_inten_ch_4":77.00317,"width_ch_1":14.306}
{"case":"Test","class":"PS","angle_ch_1":93.32975,"area_ch_1":216,"avg_inten_ch_1":23.45894,"avg_inten_ch_2":3.62802,"avg_inten_ch_3":49.91787,"avg_inten_ch_4":27.84058,"convex_hull_area_ratio_ch_1":1.22795,"convex_hull_perim_ratio_ch_1":0.91647,"diff_inten_density_ch_1":35.16349,"diff_inten_density_ch_3":37.7139,"diff_inten_density_ch_4":23.23978,"entropy_inten_ch_1":5.4572,"entropy_inten_ch_3":6.17813,"entropy_inten_ch_4":4.44177,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":3.46767,"eq_ellipse_oblate_vol_ch_1":453.62398,"eq_ellipse_prolate_vol_ch_1":130.81518,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.83303,"fiber_align_2_ch_4":1.35528,"fiber_length_ch_1":34.35025,"fiber_width_ch_1":6.65982,"inten_cooc_asm_ch_3":0.00724,"inten_cooc_asm_ch_4":0.1299,"inten_cooc_contrast_ch_3":27.1828,"inten_cooc_contrast_ch_4":4.54589,"inten_cooc_entropy_ch_3":7.46903,"inten_cooc_entropy_ch_4":5.02121,"inten_cooc_max_ch_3":0.04712,"inten_cooc_max_ch_4":0.37696,"kurt_inten_ch_1":0.02923,"kurt_inten_ch_3":2.703,"kurt_inten_ch_4":-0.35136,"length_ch_1":32.04131,"neighbor_avg_dist_ch_1":182.79078,"neighbor_min_dist_ch_1":23.87914,"neighbor_var_dist_ch_1":73.31972,"perim_ch_1":82.02014,"shape_bfr_ch_1":0.56919,"shape_lwr_ch_1":2.69322,"shape_p_2_a_ch_1":2.34011,"skew_inten_ch_1":0.5694,"skew_inten_ch_3":1.50553,"skew_inten_ch_4":0.87283,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4856,"total_inten_ch_2":545,"total_inten_ch_3":10333,"total_inten_ch_4":5763,"var_inten_ch_1":17.20007,"var_inten_ch_3":30.33306,"var_inten_ch_4":32.31755,"width_ch_1":11.89701}
{"case":"Train","class":"PS","angle_ch_1":135.78658,"area_ch_1":578,"avg_inten_ch_1":42.52174,"avg_inten_ch_2":126.66486,"avg_inten_ch_3":58.12862,"avg_inten_ch_4":68.30072,"convex_hull_area_ratio_ch_1":1.30408,"convex_hull_perim_ratio_ch_1":0.8301,"diff_inten_density_ch_1":46.6261,"diff_inten_density_ch_3":43.9815,"diff_inten_density_ch_4":41.13242,"entropy_inten_ch_1":6.39906,"entropy_inten_ch_3":5.86736,"entropy_inten_ch_4":5.7723,"eq_circ_diam_ch_1":27.14212,"eq_ellipse_lwr_ch_1":1.57598,"eq_ellipse_oblate_vol_ch_1":1331.69701,"eq_ellipse_prolate_vol_ch_1":844.9965,"eq_sphere_area_ch_1":2314.39456,"eq_sphere_vol_ch_1":10469.59573,"fiber_align_2_ch_3":1.57767,"fiber_align_2_ch_4":1.37968,"fiber_length_ch_1":55.646,"fiber_width_ch_1":10.7322,"inten_cooc_asm_ch_3":0.06162,"inten_cooc_asm_ch_4":0.09121,"inten_cooc_contrast_ch_3":6.77055,"inten_cooc_contrast_ch_4":3.93897,"inten_cooc_entropy_ch_3":6.06015,"inten_cooc_entropy_ch_4":5.46495,"inten_cooc_max_ch_3":0.23587,"inten_cooc_max_ch_4":0.30409,"kurt_inten_ch_1":-0.49811,"kurt_inten_ch_3":1.26495,"kurt_inten_ch_4":0.52527,"length_ch_1":42.67878,"neighbor_avg_dist_ch_1":264.58918,"neighbor_min_dist_ch_1":30.79949,"neighbor_var_dist_ch_1":114.60083,"perim_ch_1":132.75641,"shape_bfr_ch_1":0.49321,"shape_lwr_ch_1":1.55267,"shape_p_2_a_ch_1":2.34842,"skew_inten_ch_1":0.35822,"skew_inten_ch_3":1.11091,"skew_inten_ch_4":1.22521,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":10,"total_inten_ch_1":23472,"total_inten_ch_2":69368,"total_inten_ch_3":32087,"total_inten_ch_4":37702,"var_inten_ch_1":27.93158,"var_inten_ch_3":59.47283,"var_inten_ch_4":82.86708,"width_ch_1":27.48735}
{"case":"Train","class":"WS","angle_ch_1":97.31272,"area_ch_1":313,"avg_inten_ch_1":245.71237,"avg_inten_ch_2":291.89298,"avg_inten_ch_3":170.11371,"avg_inten_ch_4":800.30435,"convex_hull_area_ratio_ch_1":1.03537,"convex_hull_perim_ratio_ch_1":0.96146,"diff_inten_density_ch_1":89.78995,"diff_inten_density_ch_3":104.8456,"diff_inten_density_ch_4":415.88689,"entropy_inten_ch_1":7.46162,"entropy_inten_ch_3":6.97704,"entropy_inten_ch_4":7.2411,"eq_circ_diam_ch_1":19.97606,"eq_ellipse_lwr_ch_1":1.28725,"eq_ellipse_oblate_vol_ch_1":479.7986,"eq_ellipse_prolate_vol_ch_1":372.73287,"eq_sphere_area_ch_1":1253.63039,"eq_sphere_vol_ch_1":4173.76582,"fiber_align_2_ch_3":1.34432,"fiber_align_2_ch_4":1.38342,"fiber_length_ch_1":17.38969,"fiber_width_ch_1":17.38969,"inten_cooc_asm_ch_3":0.02519,"inten_cooc_asm_ch_4":0.02044,"inten_cooc_contrast_ch_3":8.39511,"inten_cooc_contrast_ch_4":10.8015,"inten_cooc_entropy_ch_3":6.78776,"inten_cooc_entropy_ch_4":6.93168,"inten_cooc_max_ch_3":0.14235,"inten_cooc_max_ch_4":0.121,"kurt_inten_ch_1":-0.36184,"kurt_inten_ch_3":0.4184,"kurt_inten_ch_4":-1.19268,"length_ch_1":23.87735,"neighbor_avg_dist_ch_1":199.86359,"neighbor_min_dist_ch_1":37.89479,"neighbor_var_dist_ch_1":87.19112,"perim_ch_1":69.55877,"shape_bfr_ch_1":0.68863,"shape_lwr_ch_1":1.25271,"shape_p_2_a_ch_1":1.18112,"skew_inten_ch_1":-0.44276,"skew_inten_ch_3":0.81009,"skew_inten_ch_4":-0.11016,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":73468,"total_inten_ch_2":86978,"total_inten_ch_3":50864,"total_inten_ch_4":239291,"var_inten_ch_1":93.63409,"var_inten_ch_3":139.31277,"var_inten_ch_4":531.98637,"width_ch_1":19.06057}
{"case":"Train","class":"PS","angle_ch_1":12.17887,"area_ch_1":253,"avg_inten_ch_1":84.34298,"avg_inten_ch_2":270.45041,"avg_inten_ch_3":16.66529,"avg_inten_ch_4":104.98347,"convex_hull_area_ratio_ch_1":1.07723,"convex_hull_perim_ratio_ch_1":0.95115,"diff_inten_density_ch_1":49.98649,"diff_inten_density_ch_3":20.62162,"diff_inten_density_ch_4":81.32432,"entropy_inten_ch_1":6.80901,"entropy_inten_ch_3":3.04422,"entropy_inten_ch_4":6.44131,"eq_circ_diam_ch_1":17.9714,"eq_ellipse_lwr_ch_1":1.99026,"eq_ellipse_oblate_vol_ch_1":434.41018,"eq_ellipse_prolate_vol_ch_1":218.26757,"eq_sphere_area_ch_1":1014.64399,"eq_sphere_vol_ch_1":3039.09548,"fiber_align_2_ch_3":1.71174,"fiber_align_2_ch_4":1.39404,"fiber_length_ch_1":23.29235,"fiber_width_ch_1":11.36283,"inten_cooc_asm_ch_3":0.31588,"inten_cooc_asm_ch_4":0.02205,"inten_cooc_contrast_ch_3":1.95772,"inten_cooc_contrast_ch_4":8.63816,"inten_cooc_entropy_ch_3":3.32634,"inten_cooc_entropy_ch_4":6.66548,"inten_cooc_max_ch_3":0.5614,"inten_cooc_max_ch_4":0.12719,"kurt_inten_ch_1":-0.63203,"kurt_inten_ch_3":2.24177,"kurt_inten_ch_4":1.0886,"length_ch_1":26.8839,"neighbor_avg_dist_ch_1":213.5484,"neighbor_min_dist_ch_1":16.66641,"neighbor_var_dist_ch_1":123.86964,"perim_ch_1":69.31035,"shape_bfr_ch_1":0.64367,"shape_lwr_ch_1":1.83399,"shape_p_2_a_ch_1":1.44439,"skew_inten_ch_1":0.32115,"skew_inten_ch_3":1.82178,"skew_inten_ch_4":1.17261,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":20411,"total_inten_ch_2":65208,"total_inten_ch_3":4033,"total_inten_ch_4":25406,"var_inten_ch_1":48.28131,"var_inten_ch_3":29.76422,"var_inten_ch_4":100.04016,"width_ch_1":14.65871}
{"case":"Test","class":"PS","angle_ch_1":104.4777,"area_ch_1":466,"avg_inten_ch_1":79.19326,"avg_inten_ch_2":138.51685,"avg_inten_ch_3":191.55281,"avg_inten_ch_4":230.59101,"convex_hull_area_ratio_ch_1":1.07123,"convex_hull_perim_ratio_ch_1":0.92058,"diff_inten_density_ch_1":72.64636,"diff_inten_density_ch_3":152.33572,"diff_inten_density_ch_4":185.81243,"entropy_inten_ch_1":6.65653,"entropy_inten_ch_3":6.52095,"entropy_inten_ch_4":5.92117,"eq_circ_diam_ch_1":24.36993,"eq_ellipse_lwr_ch_1":1.31696,"eq_ellipse_oblate_vol_ch_1":881.14672,"eq_ellipse_prolate_vol_ch_1":669.07516,"eq_sphere_area_ch_1":1865.77098,"eq_sphere_vol_ch_1":7578.11711,"fiber_align_2_ch_3":1.7344,"fiber_align_2_ch_4":1.18104,"fiber_length_ch_1":27.58253,"fiber_width_ch_1":17.47133,"inten_cooc_asm_ch_3":0.0668,"inten_cooc_asm_ch_4":0.07908,"inten_cooc_contrast_ch_3":8.81568,"inten_cooc_contrast_ch_4":4.74639,"inten_cooc_entropy_ch_3":6.16621,"inten_cooc_entropy_ch_4":5.66224,"inten_cooc_max_ch_3":0.25238,"inten_cooc_max_ch_4":0.27619,"kurt_inten_ch_1":2.26069,"kurt_inten_ch_3":1.50943,"kurt_inten_ch_4":1.35216,"length_ch_1":30.31591,"neighbor_avg_dist_ch_1":233.82889,"neighbor_min_dist_ch_1":50.33354,"neighbor_var_dist_ch_1":116.44772,"perim_ch_1":90.10772,"shape_bfr_ch_1":0.68732,"shape_lwr_ch_1":1.35426,"shape_p_2_a_ch_1":1.34076,"skew_inten_ch_1":1.30726,"skew_inten_ch_3":1.16129,"skew_inten_ch_4":1.368,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":35241,"total_inten_ch_2":61196,"total_inten_ch_3":85241,"total_inten_ch_4":102613,"var_inten_ch_1":77.17765,"var_inten_ch_3":192.24618,"var_inten_ch_4":285.10867,"width_ch_1":22.38553}
{"case":"Train","class":"WS","angle_ch_1":91.9998,"area_ch_1":406,"avg_inten_ch_1":61.67784,"avg_inten_ch_2":274.40722,"avg_inten_ch_3":44.03093,"avg_inten_ch_4":70.56443,"convex_hull_area_ratio_ch_1":1.16409,"convex_hull_perim_ratio_ch_1":0.90188,"diff_inten_density_ch_1":54.32591,"diff_inten_density_ch_3":46.50418,"diff_inten_density_ch_4":50.78552,"entropy_inten_ch_1":6.73364,"entropy_inten_ch_3":4.1867,"entropy_inten_ch_4":5.34228,"eq_circ_diam_ch_1":22.75569,"eq_ellipse_lwr_ch_1":2.37382,"eq_ellipse_oblate_vol_ch_1":963.14825,"eq_ellipse_prolate_vol_ch_1":405.73749,"eq_sphere_area_ch_1":1626.78458,"eq_sphere_vol_ch_1":6169.76872,"fiber_align_2_ch_3":1.49912,"fiber_align_2_ch_4":1.33745,"fiber_length_ch_1":38.61301,"fiber_width_ch_1":10.96017,"inten_cooc_asm_ch_3":0.24147,"inten_cooc_asm_ch_4":0.11698,"inten_cooc_contrast_ch_3":3.21258,"inten_cooc_contrast_ch_4":4.16177,"inten_cooc_entropy_ch_3":4.10629,"inten_cooc_entropy_ch_4":5.23014,"inten_cooc_max_ch_3":0.49041,"inten_cooc_max_ch_4":0.33711,"kurt_inten_ch_1":-0.00892,"kurt_inten_ch_3":6.21068,"kurt_inten_ch_4":-0.59108,"length_ch_1":36.02587,"neighbor_avg_dist_ch_1":268.27564,"neighbor_min_dist_ch_1":24.27098,"neighbor_var_dist_ch_1":126.6166,"perim_ch_1":99.14635,"shape_bfr_ch_1":0.64111,"shape_lwr_ch_1":2.04593,"shape_p_2_a_ch_1":1.84838,"skew_inten_ch_1":0.37648,"skew_inten_ch_3":2.2381,"skew_inten_ch_4":0.81368,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":9,"total_inten_ch_1":23931,"total_inten_ch_2":106083,"total_inten_ch_3":17084,"total_inten_ch_4":27379,"var_inten_ch_1":34.7541,"var_inten_ch_3":72.13446,"var_inten_ch_4":78.72966,"width_ch_1":17.60852}
{"case":"Train","class":"PS","angle_ch_1":94.61703,"area_ch_1":190,"avg_inten_ch_1":28.71978,"avg_inten_ch_2":193.60989,"avg_inten_ch_3":31.73626,"avg_inten_ch_4":95.44505,"convex_hull_area_ratio_ch_1":1.26437,"convex_hull_perim_ratio_ch_1":0.87832,"diff_inten_density_ch_1":39.33856,"diff_inten_density_ch_3":28.9373,"diff_inten_density_ch_4":61.21317,"entropy_inten_ch_1":5.75885,"entropy_inten_ch_3":4.7161,"entropy_inten_ch_4":5.12544,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":2.45525,"eq_ellipse_oblate_vol_ch_1":314.6855,"eq_ellipse_prolate_vol_ch_1":128.16827,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.33683,"fiber_align_2_ch_4":1.65712,"fiber_length_ch_1":30.80173,"fiber_width_ch_1":6.66139,"inten_cooc_asm_ch_3":0.10147,"inten_cooc_asm_ch_4":0.10322,"inten_cooc_contrast_ch_3":6.48281,"inten_cooc_contrast_ch_4":4.5621,"inten_cooc_entropy_ch_3":5.308,"inten_cooc_entropy_ch_4":5.24333,"inten_cooc_max_ch_3":0.31288,"inten_cooc_max_ch_4":0.31902,"kurt_inten_ch_1":0.36826,"kurt_inten_ch_3":-0.32588,"kurt_inten_ch_4":-1.28471,"length_ch_1":26.7799,"neighbor_avg_dist_ch_1":237.26239,"neighbor_min_dist_ch_1":24.16277,"neighbor_var_dist_ch_1":112.67151,"perim_ch_1":74.92624,"shape_bfr_ch_1":0.53365,"shape_lwr_ch_1":2.00617,"shape_p_2_a_ch_1":2.17729,"skew_inten_ch_1":0.83403,"skew_inten_ch_3":0.75068,"skew_inten_ch_4":0.42127,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5227,"total_inten_ch_2":35056,"total_inten_ch_3":5776,"total_inten_ch_4":17371,"var_inten_ch_1":20.01877,"var_inten_ch_3":33.39107,"var_inten_ch_4":94.76498,"width_ch_1":13.34875}
{"case":"Train","class":"PS","angle_ch_1":106.87037,"area_ch_1":1290,"avg_inten_ch_1":40.41592,"avg_inten_ch_2":35.8221,"avg_inten_ch_3":84.59301,"avg_inten_ch_4":40.00731,"convex_hull_area_ratio_ch_1":1.52869,"convex_hull_perim_ratio_ch_1":0.73948,"diff_inten_density_ch_1":43.82541,"diff_inten_density_ch_3":71.68107,"diff_inten_density_ch_4":36.59118,"entropy_inten_ch_1":6.07202,"entropy_inten_ch_3":5.90122,"entropy_inten_ch_4":5.03823,"eq_circ_diam_ch_1":40.53249,"eq_ellipse_lwr_ch_1":1.99124,"eq_ellipse_oblate_vol_ch_1":4985.06123,"eq_ellipse_prolate_vol_ch_1":2503.4952,"eq_sphere_area_ch_1":5161.26757,"eq_sphere_vol_ch_1":34866.50172,"fiber_align_2_ch_3":1.50952,"fiber_align_2_ch_4":1.36927,"fiber_length_ch_1":112.95963,"fiber_width_ch_1":11.80327,"inten_cooc_asm_ch_3":0.1148,"inten_cooc_asm_ch_4":0.13726,"inten_cooc_contrast_ch_3":4.62145,"inten_cooc_contrast_ch_4":4.59082,"inten_cooc_entropy_ch_3":5.37702,"inten_cooc_entropy_ch_4":5.09905,"inten_cooc_max_ch_3":0.33592,"inten_cooc_max_ch_4":0.36592,"kurt_inten_ch_1":4.41429,"kurt_inten_ch_3":7.44177,"kurt_inten_ch_4":2.78958,"length_ch_1":73.27981,"neighbor_avg_dist_ch_1":254.75947,"neighbor_min_dist_ch_1":40.50199,"neighbor_var_dist_ch_1":120.91118,"perim_ch_1":249.5258,"shape_bfr_ch_1":0.39351,"shape_lwr_ch_1":1.63766,"shape_p_2_a_ch_1":3.71615,"skew_inten_ch_1":1.81368,"skew_inten_ch_3":2.315,"skew_inten_ch_4":1.7766,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":26,"total_inten_ch_1":49752,"total_inten_ch_2":42867,"total_inten_ch_3":104134,"total_inten_ch_4":49249,"var_inten_ch_1":45.89053,"var_inten_ch_3":121.4648,"var_inten_ch_4":58.24228,"width_ch_1":44.74677}
{"case":"Train","class":"WS","angle_ch_1":107.34134,"area_ch_1":153,"avg_inten_ch_1":453.69178,"avg_inten_ch_2":464.56164,"avg_inten_ch_3":140.89726,"avg_inten_ch_4":201.00685,"convex_hull_area_ratio_ch_1":1.03642,"convex_hull_perim_ratio_ch_1":0.97537,"diff_inten_density_ch_1":177.01509,"diff_inten_density_ch_3":122.86415,"diff_inten_density_ch_4":154.56981,"entropy_inten_ch_1":6.95178,"entropy_inten_ch_3":1.11063,"entropy_inten_ch_4":5.59478,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.22353,"eq_ellipse_oblate_vol_ch_1":159.60957,"eq_ellipse_prolate_vol_ch_1":130.4496,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.40263,"fiber_align_2_ch_4":1.41716,"fiber_length_ch_1":12.32209,"fiber_width_ch_1":12.32209,"inten_cooc_asm_ch_3":0.73086,"inten_cooc_asm_ch_4":0.05537,"inten_cooc_contrast_ch_3":0.09823,"inten_cooc_contrast_ch_4":7.95352,"inten_cooc_entropy_ch_3":1.02079,"inten_cooc_entropy_ch_4":5.88614,"inten_cooc_max_ch_3":0.86466,"inten_cooc_max_ch_4":0.22556,"kurt_inten_ch_1":0.26242,"kurt_inten_ch_3":15.47298,"kurt_inten_ch_4":-1.28268,"length_ch_1":16.12311,"neighbor_avg_dist_ch_1":211.33641,"neighbor_min_dist_ch_1":16.54015,"neighbor_var_dist_ch_1":115.61011,"perim_ch_1":49.28838,"shape_bfr_ch_1":0.71286,"shape_lwr_ch_1":1.21091,"shape_p_2_a_ch_1":1.22141,"skew_inten_ch_1":0.30378,"skew_inten_ch_3":3.99334,"skew_inten_ch_4":0.30348,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":66239,"total_inten_ch_2":67681,"total_inten_ch_3":20571,"total_inten_ch_4":29347,"var_inten_ch_1":195.87568,"var_inten_ch_3":499.75572,"var_inten_ch_4":180.95676,"width_ch_1":13.31487}
{"case":"Train","class":"WS","angle_ch_1":73.4594,"area_ch_1":157,"avg_inten_ch_1":131.99333,"avg_inten_ch_2":292.60667,"avg_inten_ch_3":6.74667,"avg_inten_ch_4":65.05333,"convex_hull_area_ratio_ch_1":1.03797,"convex_hull_perim_ratio_ch_1":0.97154,"diff_inten_density_ch_1":89.30258,"diff_inten_density_ch_3":10.50554,"diff_inten_density_ch_4":50.18081,"entropy_inten_ch_1":6.66026,"entropy_inten_ch_3":1.52012,"entropy_inten_ch_4":6.14277,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.22211,"eq_ellipse_oblate_vol_ch_1":166.11667,"eq_ellipse_prolate_vol_ch_1":135.92635,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.44967,"fiber_align_2_ch_4":1.78039,"fiber_length_ch_1":12.4463,"fiber_width_ch_1":12.4463,"inten_cooc_asm_ch_3":0.61007,"inten_cooc_asm_ch_4":0.0095,"inten_cooc_contrast_ch_3":0.46209,"inten_cooc_contrast_ch_4":15.85257,"inten_cooc_entropy_ch_3":1.63113,"inten_cooc_entropy_ch_4":7.06535,"inten_cooc_max_ch_3":0.78102,"inten_cooc_max_ch_4":0.04478,"kurt_inten_ch_1":1.87799,"kurt_inten_ch_3":7.09644,"kurt_inten_ch_4":-0.12061,"length_ch_1":16.5775,"neighbor_avg_dist_ch_1":193.95042,"neighbor_min_dist_ch_1":21.98212,"neighbor_var_dist_ch_1":80.01315,"perim_ch_1":49.78521,"shape_bfr_ch_1":0.70119,"shape_lwr_ch_1":1.22559,"shape_p_2_a_ch_1":1.19095,"skew_inten_ch_1":0.83932,"skew_inten_ch_3":2.85773,"skew_inten_ch_4":0.69964,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":19799,"total_inten_ch_2":43742,"total_inten_ch_3":1012,"total_inten_ch_4":9758,"var_inten_ch_1":71.41396,"var_inten_ch_3":18.16303,"var_inten_ch_4":48.72943,"width_ch_1":13.52615}
{"case":"Test","class":"PS","angle_ch_1":164.64313,"area_ch_1":270,"avg_inten_ch_1":33.44186,"avg_inten_ch_2":164.12016,"avg_inten_ch_3":12.16279,"avg_inten_ch_4":109.15504,"convex_hull_area_ratio_ch_1":1.20111,"convex_hull_perim_ratio_ch_1":0.92519,"diff_inten_density_ch_1":39.49356,"diff_inten_density_ch_3":15.95279,"diff_inten_density_ch_4":72.76395,"entropy_inten_ch_1":5.95859,"entropy_inten_ch_3":3.58926,"entropy_inten_ch_4":6.44727,"eq_circ_diam_ch_1":18.55599,"eq_ellipse_lwr_ch_1":2.80938,"eq_ellipse_oblate_vol_ch_1":568.14159,"eq_ellipse_prolate_vol_ch_1":202.23003,"eq_sphere_area_ch_1":1081.72789,"eq_sphere_vol_ch_1":3345.42159,"fiber_align_2_ch_3":1.66003,"fiber_align_2_ch_4":1.48607,"fiber_length_ch_1":34.41642,"fiber_width_ch_1":8.25357,"inten_cooc_asm_ch_3":0.21728,"inten_cooc_asm_ch_4":0.02463,"inten_cooc_contrast_ch_3":4.4138,"inten_cooc_contrast_ch_4":9.94765,"inten_cooc_entropy_ch_3":4.15614,"inten_cooc_entropy_ch_4":6.74599,"inten_cooc_max_ch_3":0.46862,"inten_cooc_max_ch_4":0.13808,"kurt_inten_ch_1":-0.38058,"kurt_inten_ch_3":3.55102,"kurt_inten_ch_4":-0.7329,"length_ch_1":33.58738,"neighbor_avg_dist_ch_1":181.15117,"neighbor_min_dist_ch_1":36.54297,"neighbor_var_dist_ch_1":86.97236,"perim_ch_1":85.33999,"shape_bfr_ch_1":0.57761,"shape_lwr_ch_1":2.4095,"shape_p_2_a_ch_1":2.04026,"skew_inten_ch_1":0.34057,"skew_inten_ch_3":1.87914,"skew_inten_ch_4":0.41265,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8628,"total_inten_ch_2":42086,"total_inten_ch_3":3138,"total_inten_ch_4":28162,"var_inten_ch_1":19.62336,"var_inten_ch_3":19.1992,"var_inten_ch_4":86.79205,"width_ch_1":13.93958}
{"case":"Train","class":"WS","angle_ch_1":68.73774,"area_ch_1":245,"avg_inten_ch_1":65.74359,"avg_inten_ch_2":249.68376,"avg_inten_ch_3":45.98291,"avg_inten_ch_4":77.26923,"convex_hull_area_ratio_ch_1":1.13347,"convex_hull_perim_ratio_ch_1":0.91547,"diff_inten_density_ch_1":52.74239,"diff_inten_density_ch_3":28.8829,"diff_inten_density_ch_4":37.14052,"entropy_inten_ch_1":6.59196,"entropy_inten_ch_3":3.74485,"entropy_inten_ch_4":5.0446,"eq_circ_diam_ch_1":17.67186,"eq_ellipse_lwr_ch_1":1.53552,"eq_ellipse_oblate_vol_ch_1":362.80504,"eq_ellipse_prolate_vol_ch_1":236.27478,"eq_sphere_area_ch_1":981.10204,"eq_sphere_vol_ch_1":2889.64893,"fiber_align_2_ch_3":1.42601,"fiber_align_2_ch_4":1.05947,"fiber_length_ch_1":26.73023,"fiber_width_ch_1":9.54849,"inten_cooc_asm_ch_3":0.29825,"inten_cooc_asm_ch_4":0.13945,"inten_cooc_contrast_ch_3":0.91848,"inten_cooc_contrast_ch_4":2.00618,"inten_cooc_entropy_ch_3":3.48139,"inten_cooc_entropy_ch_4":4.7873,"inten_cooc_max_ch_3":0.54587,"inten_cooc_max_ch_4":0.36842,"kurt_inten_ch_1":-0.70867,"kurt_inten_ch_3":1.50369,"kurt_inten_ch_4":-0.74293,"length_ch_1":25.81715,"neighbor_avg_dist_ch_1":188.59213,"neighbor_min_dist_ch_1":24.74148,"neighbor_var_dist_ch_1":85.64404,"perim_ch_1":72.55744,"shape_bfr_ch_1":0.55824,"shape_lwr_ch_1":1.517,"shape_p_2_a_ch_1":1.6414,"skew_inten_ch_1":0.20128,"skew_inten_ch_3":1.61733,"skew_inten_ch_4":0.77644,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":15384,"total_inten_ch_2":58193,"total_inten_ch_3":10760,"total_inten_ch_4":18081,"var_inten_ch_1":35.18793,"var_inten_ch_3":73.76696,"var_inten_ch_4":87.25045,"width_ch_1":17.01851}
{"case":"Test","class":"PS","angle_ch_1":67.55067,"area_ch_1":297,"avg_inten_ch_1":59.77817,"avg_inten_ch_2":187.71831,"avg_inten_ch_3":84.7007,"avg_inten_ch_4":198.07746,"convex_hull_area_ratio_ch_1":1.39339,"convex_hull_perim_ratio_ch_1":0.80306,"diff_inten_density_ch_1":59.25347,"diff_inten_density_ch_3":88.29109,"diff_inten_density_ch_4":85.63366,"entropy_inten_ch_1":6.65773,"entropy_inten_ch_3":5.37062,"entropy_inten_ch_4":6.79679,"eq_circ_diam_ch_1":19.46854,"eq_ellipse_lwr_ch_1":1.88453,"eq_ellipse_oblate_vol_ch_1":537.40417,"eq_ellipse_prolate_vol_ch_1":285.16557,"eq_sphere_area_ch_1":1190.73923,"eq_sphere_vol_ch_1":3863.65915,"fiber_align_2_ch_3":1.23077,"fiber_align_2_ch_4":1.18098,"fiber_length_ch_1":45.75042,"fiber_width_ch_1":6.93056,"inten_cooc_asm_ch_3":0.08392,"inten_cooc_asm_ch_4":0.03229,"inten_cooc_contrast_ch_3":5.08704,"inten_cooc_contrast_ch_4":2.88905,"inten_cooc_entropy_ch_3":5.47679,"inten_cooc_entropy_ch_4":6.18235,"inten_cooc_max_ch_3":0.28736,"inten_cooc_max_ch_4":0.15709,"kurt_inten_ch_1":4.78453,"kurt_inten_ch_3":7.15519,"kurt_inten_ch_4":-0.76321,"length_ch_1":33.63345,"neighbor_avg_dist_ch_1":242.22108,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":120.75554,"perim_ch_1":105.36197,"shape_bfr_ch_1":0.49622,"shape_lwr_ch_1":1.88564,"shape_p_2_a_ch_1":2.78607,"skew_inten_ch_1":2.07937,"skew_inten_ch_3":2.47387,"skew_inten_ch_4":0.58333,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":16977,"total_inten_ch_2":53029,"total_inten_ch_3":24055,"total_inten_ch_4":56254,"var_inten_ch_1":64.33799,"var_inten_ch_3":128.99388,"var_inten_ch_4":176.03003,"width_ch_1":17.83666}
{"case":"Test","class":"WS","angle_ch_1":73.97848,"area_ch_1":661,"avg_inten_ch_1":662.37242,"avg_inten_ch_2":388.22187,"avg_inten_ch_3":145.40571,"avg_inten_ch_4":454.45166,"convex_hull_area_ratio_ch_1":1.02747,"convex_hull_perim_ratio_ch_1":0.97074,"diff_inten_density_ch_1":200.33333,"diff_inten_density_ch_3":81.33583,"diff_inten_density_ch_4":255.06816,"entropy_inten_ch_1":8.81248,"entropy_inten_ch_3":7.1101,"entropy_inten_ch_4":6.92383,"eq_circ_diam_ch_1":29.01943,"eq_ellipse_lwr_ch_1":1.51159,"eq_ellipse_oblate_vol_ch_1":1593.97987,"eq_ellipse_prolate_vol_ch_1":1054.50428,"eq_sphere_area_ch_1":2645.62132,"eq_sphere_vol_ch_1":12795.73787,"fiber_align_2_ch_3":1.13494,"fiber_align_2_ch_4":1.34289,"fiber_length_ch_1":25.44843,"fiber_width_ch_1":25.44843,"inten_cooc_asm_ch_3":0.02758,"inten_cooc_asm_ch_4":0.06406,"inten_cooc_contrast_ch_3":6.61577,"inten_cooc_contrast_ch_4":4.09913,"inten_cooc_entropy_ch_3":6.57871,"inten_cooc_entropy_ch_4":5.9004,"inten_cooc_max_ch_3":0.14851,"inten_cooc_max_ch_4":0.23927,"kurt_inten_ch_1":-0.91865,"kurt_inten_ch_3":0.9146,"kurt_inten_ch_4":-0.67101,"length_ch_1":37.13086,"neighbor_avg_dist_ch_1":244.53053,"neighbor_min_dist_ch_1":28.39111,"neighbor_var_dist_ch_1":114.36086,"perim_ch_1":101.7937,"shape_bfr_ch_1":0.65954,"shape_lwr_ch_1":1.37482,"shape_p_2_a_ch_1":1.21728,"skew_inten_ch_1":-0.09934,"skew_inten_ch_3":1.34739,"skew_inten_ch_4":0.72692,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":417957,"total_inten_ch_2":244338,"total_inten_ch_3":91751,"total_inten_ch_4":286759,"var_inten_ch_1":318.22495,"var_inten_ch_3":157.55963,"var_inten_ch_4":463.99407,"width_ch_1":27.00786}
{"case":"Train","class":"PS","angle_ch_1":93.93802,"area_ch_1":153,"avg_inten_ch_1":35.4863,"avg_inten_ch_2":4.43151,"avg_inten_ch_3":65.76027,"avg_inten_ch_4":87.26712,"convex_hull_area_ratio_ch_1":1.17455,"convex_hull_perim_ratio_ch_1":0.89352,"diff_inten_density_ch_1":39.60156,"diff_inten_density_ch_3":52.30469,"diff_inten_density_ch_4":63.57812,"entropy_inten_ch_1":5.84296,"entropy_inten_ch_3":5.5287,"entropy_inten_ch_4":6.29025,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":2.51042,"eq_ellipse_oblate_vol_ch_1":228.62537,"eq_ellipse_prolate_vol_ch_1":91.0704,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.7757,"fiber_align_2_ch_4":2,"fiber_length_ch_1":25.95912,"fiber_width_ch_1":6.18798,"inten_cooc_asm_ch_3":0.04245,"inten_cooc_asm_ch_4":0.00864,"inten_cooc_contrast_ch_3":7.93633,"inten_cooc_contrast_ch_4":23.07342,"inten_cooc_entropy_ch_3":6.00906,"inten_cooc_entropy_ch_4":7.08449,"inten_cooc_max_ch_3":0.18797,"inten_cooc_max_ch_4":0.03759,"kurt_inten_ch_1":-0.41414,"kurt_inten_ch_3":-0.88067,"kurt_inten_ch_4":0.2861,"length_ch_1":23.70296,"neighbor_avg_dist_ch_1":206.78838,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":96.32946,"perim_ch_1":64.2942,"shape_bfr_ch_1":0.59524,"shape_lwr_ch_1":2.18526,"shape_p_2_a_ch_1":2.04782,"skew_inten_ch_1":0.42974,"skew_inten_ch_3":0.48957,"skew_inten_ch_4":0.15631,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5181,"total_inten_ch_2":502,"total_inten_ch_3":9601,"total_inten_ch_4":12741,"var_inten_ch_1":22.58295,"var_inten_ch_3":59.63465,"var_inten_ch_4":48.58636,"width_ch_1":10.84673}
{"case":"Test","class":"PS","angle_ch_1":115.12133,"area_ch_1":418,"avg_inten_ch_1":57.60401,"avg_inten_ch_2":70.31328,"avg_inten_ch_3":132.02256,"avg_inten_ch_4":82.36341,"convex_hull_area_ratio_ch_1":1.75618,"convex_hull_perim_ratio_ch_1":0.77147,"diff_inten_density_ch_1":61.8378,"diff_inten_density_ch_3":112.5402,"diff_inten_density_ch_4":62.50917,"entropy_inten_ch_1":6.78897,"entropy_inten_ch_3":7.43662,"entropy_inten_ch_4":5.47734,"eq_circ_diam_ch_1":23.07601,"eq_ellipse_lwr_ch_1":2.35761,"eq_ellipse_oblate_vol_ch_1":1000.96139,"eq_ellipse_prolate_vol_ch_1":424.56527,"eq_sphere_area_ch_1":1672.90476,"eq_sphere_vol_ch_1":6433.99382,"fiber_align_2_ch_3":1.029,"fiber_align_2_ch_4":1.33879,"fiber_length_ch_1":67.01431,"fiber_width_ch_1":6.6397,"inten_cooc_asm_ch_3":0.00638,"inten_cooc_asm_ch_4":0.08664,"inten_cooc_contrast_ch_3":23.52813,"inten_cooc_contrast_ch_4":4.64947,"inten_cooc_entropy_ch_3":7.69742,"inten_cooc_entropy_ch_4":5.52425,"inten_cooc_max_ch_3":0.03343,"inten_cooc_max_ch_4":0.28691,"kurt_inten_ch_1":4.71385,"kurt_inten_ch_3":3.59675,"kurt_inten_ch_4":0.54782,"length_ch_1":42.40982,"neighbor_avg_dist_ch_1":222.26344,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":108.36399,"perim_ch_1":147.30802,"shape_bfr_ch_1":0.3606,"shape_lwr_ch_1":1.55077,"shape_p_2_a_ch_1":3.88083,"skew_inten_ch_1":1.74384,"skew_inten_ch_3":1.76638,"skew_inten_ch_4":1.23627,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":22984,"total_inten_ch_2":27657,"total_inten_ch_3":52677,"total_inten_ch_4":32863,"var_inten_ch_1":45.8037,"var_inten_ch_3":106.98817,"var_inten_ch_4":101.77064,"width_ch_1":27.34761}
{"case":"Test","class":"PS","angle_ch_1":173.29932,"area_ch_1":644,"avg_inten_ch_1":25.03577,"avg_inten_ch_2":28.15285,"avg_inten_ch_3":29.6,"avg_inten_ch_4":11.81301,"convex_hull_area_ratio_ch_1":1.34187,"convex_hull_perim_ratio_ch_1":0.7497,"diff_inten_density_ch_1":39.59947,"diff_inten_density_ch_3":32.09637,"diff_inten_density_ch_4":21.1733,"entropy_inten_ch_1":5.78791,"entropy_inten_ch_3":5.86777,"entropy_inten_ch_4":4.631,"eq_circ_diam_ch_1":28.64915,"eq_ellipse_lwr_ch_1":2.06279,"eq_ellipse_oblate_vol_ch_1":1791.68358,"eq_ellipse_prolate_vol_ch_1":868.57462,"eq_sphere_area_ch_1":2578.53741,"eq_sphere_vol_ch_1":12312.15203,"fiber_align_2_ch_3":1.47952,"fiber_align_2_ch_4":1,"fiber_length_ch_1":71.05312,"fiber_width_ch_1":9.50407,"inten_cooc_asm_ch_3":0.00777,"inten_cooc_asm_ch_4":0.01875,"inten_cooc_contrast_ch_3":26.94031,"inten_cooc_contrast_ch_4":35.35369,"inten_cooc_entropy_ch_3":7.77817,"inten_cooc_entropy_ch_4":7.0559,"inten_cooc_max_ch_3":0.0581,"inten_cooc_max_ch_4":0.11368,"kurt_inten_ch_1":-0.09619,"kurt_inten_ch_3":-0.51191,"kurt_inten_ch_4":0.98631,"length_ch_1":47.79036,"neighbor_avg_dist_ch_1":192.77661,"neighbor_min_dist_ch_1":38.53932,"neighbor_var_dist_ch_1":77.05359,"perim_ch_1":161.11438,"shape_bfr_ch_1":0.49028,"shape_lwr_ch_1":1.73705,"shape_p_2_a_ch_1":3.05889,"skew_inten_ch_1":0.64422,"skew_inten_ch_3":0.40968,"skew_inten_ch_4":1.22691,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":25,"total_inten_ch_1":15397,"total_inten_ch_2":16700,"total_inten_ch_3":18204,"total_inten_ch_4":7265,"var_inten_ch_1":19.37886,"var_inten_ch_3":21.98032,"var_inten_ch_4":13.00941,"width_ch_1":27.51237}
{"case":"Train","class":"WS","angle_ch_1":20.09637,"area_ch_1":389,"avg_inten_ch_1":131.41667,"avg_inten_ch_2":258.16398,"avg_inten_ch_3":62.09409,"avg_inten_ch_4":37.69355,"convex_hull_area_ratio_ch_1":1.09493,"convex_hull_perim_ratio_ch_1":0.92501,"diff_inten_density_ch_1":74.8446,"diff_inten_density_ch_3":66.1741,"diff_inten_density_ch_4":27.15827,"entropy_inten_ch_1":7.524,"entropy_inten_ch_3":4.6814,"entropy_inten_ch_4":5.63072,"eq_circ_diam_ch_1":22.28157,"eq_ellipse_lwr_ch_1":1.29074,"eq_ellipse_oblate_vol_ch_1":666.73795,"eq_ellipse_prolate_vol_ch_1":516.55521,"eq_sphere_area_ch_1":1559.70068,"eq_sphere_vol_ch_1":5792.09539,"fiber_align_2_ch_3":1.33671,"fiber_align_2_ch_4":1.39442,"fiber_length_ch_1":28.55681,"fiber_width_ch_1":14.11318,"inten_cooc_asm_ch_3":0.15509,"inten_cooc_asm_ch_4":0.0517,"inten_cooc_contrast_ch_3":4.41839,"inten_cooc_contrast_ch_4":6.6272,"inten_cooc_entropy_ch_3":4.80059,"inten_cooc_entropy_ch_4":6.17758,"inten_cooc_max_ch_3":0.4,"inten_cooc_max_ch_4":0.22029,"kurt_inten_ch_1":3.16087,"kurt_inten_ch_3":10.42218,"kurt_inten_ch_4":-0.83262,"length_ch_1":28.25827,"neighbor_avg_dist_ch_1":185.94877,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":89.24578,"perim_ch_1":85.33999,"shape_bfr_ch_1":0.6066,"shape_lwr_ch_1":1.24227,"shape_p_2_a_ch_1":1.438,"skew_inten_ch_1":1.34679,"skew_inten_ch_3":2.79746,"skew_inten_ch_4":0.60548,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":48887,"total_inten_ch_2":95666,"total_inten_ch_3":23099,"total_inten_ch_4":14022,"var_inten_ch_1":85.1273,"var_inten_ch_3":101.3666,"var_inten_ch_4":36.51134,"width_ch_1":22.74733}
{"case":"Train","class":"PS","angle_ch_1":165.3309,"area_ch_1":211,"avg_inten_ch_1":33.68317,"avg_inten_ch_2":3.05446,"avg_inten_ch_3":76.58911,"avg_inten_ch_4":29.06436,"convex_hull_area_ratio_ch_1":1.33877,"convex_hull_perim_ratio_ch_1":0.80035,"diff_inten_density_ch_1":43.88136,"diff_inten_density_ch_3":66.34463,"diff_inten_density_ch_4":26.56497,"entropy_inten_ch_1":5.96635,"entropy_inten_ch_3":6.57088,"entropy_inten_ch_4":4.27803,"eq_circ_diam_ch_1":16.41912,"eq_ellipse_lwr_ch_1":1.47413,"eq_ellipse_oblate_vol_ch_1":285.11266,"eq_ellipse_prolate_vol_ch_1":193.41079,"eq_sphere_area_ch_1":846.93424,"eq_sphere_vol_ch_1":2317.65266,"fiber_align_2_ch_3":1.11566,"fiber_align_2_ch_4":1.71776,"fiber_length_ch_1":36.24802,"fiber_width_ch_1":6.20994,"inten_cooc_asm_ch_3":0.00685,"inten_cooc_asm_ch_4":0.12982,"inten_cooc_contrast_ch_3":23.55465,"inten_cooc_contrast_ch_4":3.71762,"inten_cooc_entropy_ch_3":7.38859,"inten_cooc_entropy_ch_4":4.80058,"inten_cooc_max_ch_3":0.01714,"inten_cooc_max_ch_4":0.36571,"kurt_inten_ch_1":-0.1746,"kurt_inten_ch_3":-0.05926,"kurt_inten_ch_4":0.03626,"length_ch_1":25.63199,"neighbor_avg_dist_ch_1":264.96633,"neighbor_min_dist_ch_1":33.42703,"neighbor_var_dist_ch_1":123.17665,"perim_ch_1":84.91591,"shape_bfr_ch_1":0.45974,"shape_lwr_ch_1":1.42656,"shape_p_2_a_ch_1":2.54914,"skew_inten_ch_1":0.61675,"skew_inten_ch_3":0.494,"skew_inten_ch_4":1.14096,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6804,"total_inten_ch_2":416,"total_inten_ch_3":15471,"total_inten_ch_4":5871,"var_inten_ch_1":22.3283,"var_inten_ch_3":48.32619,"var_inten_ch_4":38.64155,"width_ch_1":17.96776}
{"case":"Test","class":"WS","angle_ch_1":52.03215,"area_ch_1":620,"avg_inten_ch_1":402.77027,"avg_inten_ch_2":142.97128,"avg_inten_ch_3":20.02027,"avg_inten_ch_4":81.87162,"convex_hull_area_ratio_ch_1":1.3527,"convex_hull_perim_ratio_ch_1":0.91625,"diff_inten_density_ch_1":123.81267,"diff_inten_density_ch_3":28.88597,"diff_inten_density_ch_4":58.18733,"entropy_inten_ch_1":8.53677,"entropy_inten_ch_3":2.47496,"entropy_inten_ch_4":6.46335,"eq_circ_diam_ch_1":28.10833,"eq_ellipse_lwr_ch_1":2.38758,"eq_ellipse_oblate_vol_ch_1":1820.46842,"eq_ellipse_prolate_vol_ch_1":762.47406,"eq_sphere_area_ch_1":2482.10431,"eq_sphere_vol_ch_1":11627.96875,"fiber_align_2_ch_3":1.52027,"fiber_align_2_ch_4":1.73997,"fiber_length_ch_1":58.5471,"fiber_width_ch_1":10.93891,"inten_cooc_asm_ch_3":0.47239,"inten_cooc_asm_ch_4":0.04882,"inten_cooc_contrast_ch_3":1.06815,"inten_cooc_contrast_ch_4":7.26418,"inten_cooc_entropy_ch_3":2.4278,"inten_cooc_entropy_ch_4":6.3692,"inten_cooc_max_ch_3":0.68449,"inten_cooc_max_ch_4":0.21507,"kurt_inten_ch_1":0.53346,"kurt_inten_ch_3":10.98681,"kurt_inten_ch_4":1.38642,"length_ch_1":53.85889,"neighbor_avg_dist_ch_1":244.25922,"neighbor_min_dist_ch_1":13.11116,"neighbor_var_dist_ch_1":118.32626,"perim_ch_1":138.97202,"shape_bfr_ch_1":0.44342,"shape_lwr_ch_1":2.07286,"shape_p_2_a_ch_1":2.39973,"skew_inten_ch_1":0.90844,"skew_inten_ch_3":3.17164,"skew_inten_ch_4":1.12172,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":12,"total_inten_ch_1":238440,"total_inten_ch_2":84048,"total_inten_ch_3":11852,"total_inten_ch_4":48468,"var_inten_ch_1":262.90183,"var_inten_ch_3":48.83684,"var_inten_ch_4":79.44495,"width_ch_1":25.9829}
{"case":"Test","class":"PS","angle_ch_1":141.68502,"area_ch_1":219,"avg_inten_ch_1":95.02871,"avg_inten_ch_2":229.54545,"avg_inten_ch_3":38.20574,"avg_inten_ch_4":114.40191,"convex_hull_area_ratio_ch_1":1.03628,"convex_hull_perim_ratio_ch_1":0.97287,"diff_inten_density_ch_1":51.70157,"diff_inten_density_ch_3":41.6178,"diff_inten_density_ch_4":92.99476,"entropy_inten_ch_1":6.63343,"entropy_inten_ch_3":4.50551,"entropy_inten_ch_4":5.68785,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":1.68916,"eq_ellipse_oblate_vol_ch_1":321.20093,"eq_ellipse_prolate_vol_ch_1":190.15387,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.48543,"fiber_align_2_ch_4":1.65958,"fiber_length_ch_1":14.9801,"fiber_width_ch_1":14.9801,"inten_cooc_asm_ch_3":0.12001,"inten_cooc_asm_ch_4":0.06698,"inten_cooc_contrast_ch_3":5.80005,"inten_cooc_contrast_ch_4":7.99701,"inten_cooc_entropy_ch_3":5.02511,"inten_cooc_entropy_ch_4":5.76833,"inten_cooc_max_ch_3":0.34896,"inten_cooc_max_ch_4":0.25263,"kurt_inten_ch_1":0.27981,"kurt_inten_ch_3":0.73932,"kurt_inten_ch_4":-0.51986,"length_ch_1":21.90772,"neighbor_avg_dist_ch_1":177.48674,"neighbor_min_dist_ch_1":25.61571,"neighbor_var_dist_ch_1":93.21799,"perim_ch_1":59.92041,"shape_bfr_ch_1":0.70167,"shape_lwr_ch_1":1.53724,"shape_p_2_a_ch_1":1.2362,"skew_inten_ch_1":0.23485,"skew_inten_ch_3":1.36321,"skew_inten_ch_4":0.71762,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":19861,"total_inten_ch_2":47767,"total_inten_ch_3":7985,"total_inten_ch_4":23910,"var_inten_ch_1":44.51954,"var_inten_ch_3":52.72662,"var_inten_ch_4":115.84803,"width_ch_1":14.25132}
{"case":"Test","class":"WS","angle_ch_1":165.37216,"area_ch_1":410,"avg_inten_ch_1":44.09694,"avg_inten_ch_2":186.19898,"avg_inten_ch_3":63.2602,"avg_inten_ch_4":128.64286,"convex_hull_area_ratio_ch_1":1.12354,"convex_hull_perim_ratio_ch_1":0.92463,"diff_inten_density_ch_1":47.2274,"diff_inten_density_ch_3":54.55068,"diff_inten_density_ch_4":76.04384,"entropy_inten_ch_1":6.49978,"entropy_inten_ch_3":5.95685,"entropy_inten_ch_4":6.55796,"eq_circ_diam_ch_1":22.87269,"eq_ellipse_lwr_ch_1":1.92138,"eq_ellipse_oblate_vol_ch_1":879.94882,"eq_ellipse_prolate_vol_ch_1":457.97723,"eq_sphere_area_ch_1":1643.55556,"eq_sphere_vol_ch_1":6265.42299,"fiber_align_2_ch_3":1.45211,"fiber_align_2_ch_4":1.46059,"fiber_length_ch_1":33.25834,"fiber_width_ch_1":12.81933,"inten_cooc_asm_ch_3":0.06002,"inten_cooc_asm_ch_4":0.03794,"inten_cooc_contrast_ch_3":8.80826,"inten_cooc_contrast_ch_4":7.91854,"inten_cooc_entropy_ch_3":6.23919,"inten_cooc_entropy_ch_4":6.5128,"inten_cooc_max_ch_3":0.23889,"inten_cooc_max_ch_4":0.18649,"kurt_inten_ch_1":0.6232,"kurt_inten_ch_3":2.88567,"kurt_inten_ch_4":-1.33383,"length_ch_1":33.50985,"neighbor_avg_dist_ch_1":198.2308,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":105.06625,"perim_ch_1":92.15534,"shape_bfr_ch_1":0.65146,"shape_lwr_ch_1":1.78037,"shape_p_2_a_ch_1":1.58512,"skew_inten_ch_1":0.8988,"skew_inten_ch_3":1.56238,"skew_inten_ch_4":0.07366,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":17286,"total_inten_ch_2":72599,"total_inten_ch_3":24798,"total_inten_ch_4":50428,"var_inten_ch_1":32.62294,"var_inten_ch_3":69.39291,"var_inten_ch_4":101.24324,"width_ch_1":18.82186}
{"case":"Test","class":"PS","angle_ch_1":101.93237,"area_ch_1":168,"avg_inten_ch_1":66.86335,"avg_inten_ch_2":104.71429,"avg_inten_ch_3":176.91925,"avg_inten_ch_4":211.21739,"convex_hull_area_ratio_ch_1":1.13264,"convex_hull_perim_ratio_ch_1":0.91926,"diff_inten_density_ch_1":65.02098,"diff_inten_density_ch_3":149.5035,"diff_inten_density_ch_4":147.66434,"entropy_inten_ch_1":6.48611,"entropy_inten_ch_3":6.86965,"entropy_inten_ch_4":5.00933,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":2.30992,"eq_ellipse_oblate_vol_ch_1":253.95631,"eq_ellipse_prolate_vol_ch_1":109.94152,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.47844,"fiber_align_2_ch_4":1.77908,"fiber_length_ch_1":24.56521,"fiber_width_ch_1":7.15781,"inten_cooc_asm_ch_3":0.0081,"inten_cooc_asm_ch_4":0.10721,"inten_cooc_contrast_ch_3":17.83544,"inten_cooc_contrast_ch_4":3.84388,"inten_cooc_entropy_ch_3":7.21334,"inten_cooc_entropy_ch_4":5.06687,"inten_cooc_max_ch_3":0.03401,"inten_cooc_max_ch_4":0.31655,"kurt_inten_ch_1":1.56751,"kurt_inten_ch_3":1.77771,"kurt_inten_ch_4":-0.67775,"length_ch_1":22.94055,"neighbor_avg_dist_ch_1":228.76741,"neighbor_min_dist_ch_1":42.87794,"neighbor_var_dist_ch_1":102.95161,"perim_ch_1":63.44605,"shape_bfr_ch_1":0.59863,"shape_lwr_ch_1":1.86681,"shape_p_2_a_ch_1":1.82178,"skew_inten_ch_1":1.03039,"skew_inten_ch_3":1.0429,"skew_inten_ch_4":0.74737,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":10765,"total_inten_ch_2":16699,"total_inten_ch_3":28484,"total_inten_ch_4":34006,"var_inten_ch_1":46.54758,"var_inten_ch_3":120.77621,"var_inten_ch_4":227.0388,"width_ch_1":12.28864}
{"case":"Train","class":"PS","angle_ch_1":21.29414,"area_ch_1":188,"avg_inten_ch_1":17.12222,"avg_inten_ch_2":22.51667,"avg_inten_ch_3":24.22778,"avg_inten_ch_4":40.68889,"convex_hull_area_ratio_ch_1":1.42748,"convex_hull_perim_ratio_ch_1":0.80328,"diff_inten_density_ch_1":31.21498,"diff_inten_density_ch_3":25.13029,"diff_inten_density_ch_4":41.50814,"entropy_inten_ch_1":5.10436,"entropy_inten_ch_3":5.573,"entropy_inten_ch_4":5.21417,"eq_circ_diam_ch_1":15.49924,"eq_ellipse_lwr_ch_1":2.29192,"eq_ellipse_oblate_vol_ch_1":299.04061,"eq_ellipse_prolate_vol_ch_1":130.47594,"eq_sphere_area_ch_1":754.69388,"eq_sphere_vol_ch_1":1949.53059,"fiber_align_2_ch_3":1.79662,"fiber_align_2_ch_4":1.73209,"fiber_length_ch_1":37.41317,"fiber_width_ch_1":5.50524,"inten_cooc_asm_ch_3":0.00768,"inten_cooc_asm_ch_4":0.04723,"inten_cooc_contrast_ch_3":21.05036,"inten_cooc_contrast_ch_4":8.27886,"inten_cooc_entropy_ch_3":7.25467,"inten_cooc_entropy_ch_4":5.97019,"inten_cooc_max_ch_3":0.01974,"inten_cooc_max_ch_4":0.19737,"kurt_inten_ch_1":-0.07764,"kurt_inten_ch_3":-0.18831,"kurt_inten_ch_4":1.20356,"length_ch_1":26.40162,"neighbor_avg_dist_ch_1":229.66945,"neighbor_min_dist_ch_1":21.76649,"neighbor_var_dist_ch_1":116.94275,"perim_ch_1":85.83683,"shape_bfr_ch_1":0.46332,"shape_lwr_ch_1":1.71171,"shape_p_2_a_ch_1":2.84665,"skew_inten_ch_1":0.82191,"skew_inten_ch_3":0.73687,"skew_inten_ch_4":1.3636,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3082,"total_inten_ch_2":3874,"total_inten_ch_3":4361,"total_inten_ch_4":7324,"var_inten_ch_1":15.26894,"var_inten_ch_3":19.88713,"var_inten_ch_4":48.72124,"width_ch_1":15.42409}
{"case":"Test","class":"PS","angle_ch_1":59.12151,"area_ch_1":344,"avg_inten_ch_1":36.25532,"avg_inten_ch_2":175.69909,"avg_inten_ch_3":36.31003,"avg_inten_ch_4":128.20973,"convex_hull_area_ratio_ch_1":1.23968,"convex_hull_perim_ratio_ch_1":0.82596,"diff_inten_density_ch_1":43.543,"diff_inten_density_ch_3":36.00506,"diff_inten_density_ch_4":85.33052,"entropy_inten_ch_1":6.13087,"entropy_inten_ch_3":4.95086,"entropy_inten_ch_4":6.33049,"eq_circ_diam_ch_1":20.95425,"eq_ellipse_lwr_ch_1":2.73244,"eq_ellipse_oblate_vol_ch_1":806.84645,"eq_ellipse_prolate_vol_ch_1":295.28399,"eq_sphere_area_ch_1":1379.4127,"eq_sphere_vol_ch_1":4817.427,"fiber_align_2_ch_3":1.56815,"fiber_align_2_ch_4":1.36711,"fiber_length_ch_1":48.2095,"fiber_width_ch_1":7.50653,"inten_cooc_asm_ch_3":0.09742,"inten_cooc_asm_ch_4":0.05222,"inten_cooc_contrast_ch_3":6.54855,"inten_cooc_contrast_ch_4":5.69292,"inten_cooc_entropy_ch_3":5.46551,"inten_cooc_entropy_ch_4":6.13588,"inten_cooc_max_ch_3":0.30592,"inten_cooc_max_ch_4":0.22368,"kurt_inten_ch_1":6.11884,"kurt_inten_ch_3":20.55392,"kurt_inten_ch_4":-0.028,"length_ch_1":40.56538,"neighbor_avg_dist_ch_1":204.35963,"neighbor_min_dist_ch_1":18.31446,"neighbor_var_dist_ch_1":86.2419,"perim_ch_1":111.43206,"shape_bfr_ch_1":0.47905,"shape_lwr_ch_1":2.28588,"shape_p_2_a_ch_1":2.73046,"skew_inten_ch_1":1.91203,"skew_inten_ch_3":3.87093,"skew_inten_ch_4":0.80717,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":11928,"total_inten_ch_2":57477,"total_inten_ch_3":11946,"total_inten_ch_4":42181,"var_inten_ch_1":31.55641,"var_inten_ch_3":62.77906,"var_inten_ch_4":122.06905,"width_ch_1":17.74603}
{"case":"Test","class":"PS","angle_ch_1":106.67884,"area_ch_1":168,"avg_inten_ch_1":34.19876,"avg_inten_ch_2":26.0559,"avg_inten_ch_3":41.45342,"avg_inten_ch_4":53.69565,"convex_hull_area_ratio_ch_1":1.1261,"convex_hull_perim_ratio_ch_1":0.87418,"diff_inten_density_ch_1":44.64664,"diff_inten_density_ch_3":38.27915,"diff_inten_density_ch_4":32.18728,"entropy_inten_ch_1":5.8877,"entropy_inten_ch_3":5.79504,"entropy_inten_ch_4":5.22472,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.9403,"eq_ellipse_oblate_vol_ch_1":232.75251,"eq_ellipse_prolate_vol_ch_1":119.95721,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.40142,"fiber_align_2_ch_4":1.24883,"fiber_length_ch_1":26.85144,"fiber_width_ch_1":6.65572,"inten_cooc_asm_ch_3":0.01484,"inten_cooc_asm_ch_4":0.05309,"inten_cooc_contrast_ch_3":12.92495,"inten_cooc_contrast_ch_4":4.17668,"inten_cooc_entropy_ch_3":6.73503,"inten_cooc_entropy_ch_4":5.69348,"inten_cooc_max_ch_3":0.08784,"inten_cooc_max_ch_4":0.22973,"kurt_inten_ch_1":0.76164,"kurt_inten_ch_3":0.159,"kurt_inten_ch_4":-1.26818,"length_ch_1":23.7323,"neighbor_avg_dist_ch_1":227.48766,"neighbor_min_dist_ch_1":46.01452,"neighbor_var_dist_ch_1":114.01045,"perim_ch_1":67.01432,"shape_bfr_ch_1":0.56211,"shape_lwr_ch_1":1.87602,"shape_p_2_a_ch_1":1.99968,"skew_inten_ch_1":0.97468,"skew_inten_ch_3":0.99514,"skew_inten_ch_4":0.41563,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5506,"total_inten_ch_2":4035,"total_inten_ch_3":6674,"total_inten_ch_4":8645,"var_inten_ch_1":27.61196,"var_inten_ch_3":39.95089,"var_inten_ch_4":51.86917,"width_ch_1":12.65036}
{"case":"Test","class":"PS","angle_ch_1":123.17114,"area_ch_1":178,"avg_inten_ch_1":124.67059,"avg_inten_ch_2":309.11765,"avg_inten_ch_3":24.2,"avg_inten_ch_4":94.34706,"convex_hull_area_ratio_ch_1":1.02809,"convex_hull_perim_ratio_ch_1":0.97655,"diff_inten_density_ch_1":67.92258,"diff_inten_density_ch_3":24.57419,"diff_inten_density_ch_4":70.49677,"entropy_inten_ch_1":6.79451,"entropy_inten_ch_3":3.76495,"entropy_inten_ch_4":5.19418,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":1.26846,"eq_ellipse_oblate_vol_ch_1":204.18906,"eq_ellipse_prolate_vol_ch_1":160.97462,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.73652,"fiber_align_2_ch_4":1.00552,"fiber_length_ch_1":12.95821,"fiber_width_ch_1":12.95821,"inten_cooc_asm_ch_3":0.21561,"inten_cooc_asm_ch_4":0.08895,"inten_cooc_contrast_ch_3":4.3166,"inten_cooc_contrast_ch_4":4.39386,"inten_cooc_entropy_ch_3":4.2022,"inten_cooc_entropy_ch_4":5.28597,"inten_cooc_max_ch_3":0.47436,"inten_cooc_max_ch_4":0.28571,"kurt_inten_ch_1":-0.60244,"kurt_inten_ch_3":0.07155,"kurt_inten_ch_4":0.40328,"length_ch_1":17.89606,"neighbor_avg_dist_ch_1":168.66253,"neighbor_min_dist_ch_1":24.76265,"neighbor_var_dist_ch_1":85.59011,"perim_ch_1":51.83283,"shape_bfr_ch_1":0.67437,"shape_lwr_ch_1":1.21206,"shape_p_2_a_ch_1":1.14588,"skew_inten_ch_1":0.24549,"skew_inten_ch_3":1.1774,"skew_inten_ch_4":1.08177,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":21194,"total_inten_ch_2":52381,"total_inten_ch_3":4114,"total_inten_ch_4":16039,"var_inten_ch_1":59.4777,"var_inten_ch_3":33.0692,"var_inten_ch_4":107.54377,"width_ch_1":14.76499}
{"case":"Test","class":"PS","angle_ch_1":92.54609,"area_ch_1":193,"avg_inten_ch_1":53.36216,"avg_inten_ch_2":223.45946,"avg_inten_ch_3":103.4973,"avg_inten_ch_4":65.02162,"convex_hull_area_ratio_ch_1":1.10996,"convex_hull_perim_ratio_ch_1":0.9541,"diff_inten_density_ch_1":47.31138,"diff_inten_density_ch_3":60.89222,"diff_inten_density_ch_4":50.46108,"entropy_inten_ch_1":5.95982,"entropy_inten_ch_3":5.20563,"entropy_inten_ch_4":4.9144,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":1.73348,"eq_ellipse_oblate_vol_ch_1":270.98066,"eq_ellipse_prolate_vol_ch_1":156.32196,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.0627,"fiber_align_2_ch_4":1.43317,"fiber_length_ch_1":22.57421,"fiber_width_ch_1":8.97316,"inten_cooc_asm_ch_3":0.08701,"inten_cooc_asm_ch_4":0.09787,"inten_cooc_contrast_ch_3":3.57769,"inten_cooc_contrast_ch_4":3.941,"inten_cooc_entropy_ch_3":5.21955,"inten_cooc_entropy_ch_4":5.20233,"inten_cooc_max_ch_3":0.2807,"inten_cooc_max_ch_4":0.30061,"kurt_inten_ch_1":1.08147,"kurt_inten_ch_3":1.05674,"kurt_inten_ch_4":-0.10619,"length_ch_1":22.59254,"neighbor_avg_dist_ch_1":289.20707,"neighbor_min_dist_ch_1":24.27098,"neighbor_var_dist_ch_1":144.39986,"perim_ch_1":63.09474,"shape_bfr_ch_1":0.62624,"shape_lwr_ch_1":1.6484,"shape_p_2_a_ch_1":1.56393,"skew_inten_ch_1":1.50031,"skew_inten_ch_3":1.56705,"skew_inten_ch_4":1.01732,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9872,"total_inten_ch_2":41156,"total_inten_ch_3":19147,"total_inten_ch_4":12029,"var_inten_ch_1":64.05803,"var_inten_ch_3":158.58834,"var_inten_ch_4":78.77165,"width_ch_1":13.70571}
{"case":"Train","class":"WS","angle_ch_1":116.42807,"area_ch_1":544,"avg_inten_ch_1":41.62428,"avg_inten_ch_2":110.56647,"avg_inten_ch_3":70.91715,"avg_inten_ch_4":102.96339,"convex_hull_area_ratio_ch_1":1.10634,"convex_hull_perim_ratio_ch_1":0.923,"diff_inten_density_ch_1":48.34974,"diff_inten_density_ch_3":57.51282,"diff_inten_density_ch_4":76.37026,"entropy_inten_ch_1":6.39408,"entropy_inten_ch_3":5.80738,"entropy_inten_ch_4":6.33694,"eq_circ_diam_ch_1":26.3183,"eq_ellipse_lwr_ch_1":1.83381,"eq_ellipse_oblate_vol_ch_1":1309.63291,"eq_ellipse_prolate_vol_ch_1":714.16012,"eq_sphere_area_ch_1":2176.03401,"eq_sphere_vol_ch_1":9544.92088,"fiber_align_2_ch_3":1.43558,"fiber_align_2_ch_4":1.32903,"fiber_length_ch_1":38.11714,"fiber_width_ch_1":14.7395,"inten_cooc_asm_ch_3":0.09844,"inten_cooc_asm_ch_4":0.04274,"inten_cooc_contrast_ch_3":4.8351,"inten_cooc_contrast_ch_4":6.60116,"inten_cooc_entropy_ch_3":5.58999,"inten_cooc_entropy_ch_4":6.34229,"inten_cooc_max_ch_3":0.3055,"inten_cooc_max_ch_4":0.19756,"kurt_inten_ch_1":1.89105,"kurt_inten_ch_3":1.20409,"kurt_inten_ch_4":0.08634,"length_ch_1":39.36832,"neighbor_avg_dist_ch_1":202.22418,"neighbor_min_dist_ch_1":36.75747,"neighbor_var_dist_ch_1":88.57254,"perim_ch_1":105.71328,"shape_bfr_ch_1":0.60433,"shape_lwr_ch_1":1.72172,"shape_p_2_a_ch_1":1.58286,"skew_inten_ch_1":1.1764,"skew_inten_ch_3":1.27338,"skew_inten_ch_4":0.91253,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":21603,"total_inten_ch_2":56866,"total_inten_ch_3":36806,"total_inten_ch_4":53438,"var_inten_ch_1":29.66862,"var_inten_ch_3":84.02589,"var_inten_ch_4":105.0146,"width_ch_1":22.86565}
{"case":"Train","class":"PS","angle_ch_1":19.02321,"area_ch_1":285,"avg_inten_ch_1":88.47794,"avg_inten_ch_2":273.6875,"avg_inten_ch_3":157.09191,"avg_inten_ch_4":276.25,"convex_hull_area_ratio_ch_1":1.34669,"convex_hull_perim_ratio_ch_1":0.85442,"diff_inten_density_ch_1":74.26531,"diff_inten_density_ch_3":141.63265,"diff_inten_density_ch_4":213.7551,"entropy_inten_ch_1":7.09185,"entropy_inten_ch_3":7.06443,"entropy_inten_ch_4":6.46884,"eq_circ_diam_ch_1":19.05279,"eq_ellipse_lwr_ch_1":1.58211,"eq_ellipse_oblate_vol_ch_1":461.52342,"eq_ellipse_prolate_vol_ch_1":291.71319,"eq_sphere_area_ch_1":1140.4263,"eq_sphere_vol_ch_1":3621.38461,"fiber_align_2_ch_3":1.5498,"fiber_align_2_ch_4":1.7387,"fiber_length_ch_1":37.55551,"fiber_width_ch_1":8.01026,"inten_cooc_asm_ch_3":0.0095,"inten_cooc_asm_ch_4":0.02892,"inten_cooc_contrast_ch_3":12.1867,"inten_cooc_contrast_ch_4":9.73654,"inten_cooc_entropy_ch_3":7.24679,"inten_cooc_entropy_ch_4":6.54308,"inten_cooc_max_ch_3":0.05668,"inten_cooc_max_ch_4":0.16599,"kurt_inten_ch_1":-0.02059,"kurt_inten_ch_3":0.68822,"kurt_inten_ch_4":-0.92131,"length_ch_1":28.1687,"neighbor_avg_dist_ch_1":168.0632,"neighbor_min_dist_ch_1":21.3041,"neighbor_var_dist_ch_1":69.08976,"perim_ch_1":91.13153,"shape_bfr_ch_1":0.48991,"shape_lwr_ch_1":1.36347,"shape_p_2_a_ch_1":2.19687,"skew_inten_ch_1":0.5707,"skew_inten_ch_3":1.13967,"skew_inten_ch_4":0.60954,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":24066,"total_inten_ch_2":74172,"total_inten_ch_3":42729,"total_inten_ch_4":75140,"var_inten_ch_1":57.07625,"var_inten_ch_3":151.98373,"var_inten_ch_4":260.02034,"width_ch_1":20.65952}
{"case":"Test","class":"WS","angle_ch_1":112.93444,"area_ch_1":629,"avg_inten_ch_1":24.33444,"avg_inten_ch_2":113.44592,"avg_inten_ch_3":23.4609,"avg_inten_ch_4":61.96672,"convex_hull_area_ratio_ch_1":1.08959,"convex_hull_perim_ratio_ch_1":0.91197,"diff_inten_density_ch_1":36.69366,"diff_inten_density_ch_3":19.89789,"diff_inten_density_ch_4":37.55106,"entropy_inten_ch_1":5.71307,"entropy_inten_ch_3":4.67018,"entropy_inten_ch_4":5.7717,"eq_circ_diam_ch_1":28.32119,"eq_ellipse_lwr_ch_1":2.01387,"eq_ellipse_oblate_vol_ch_1":1710.20736,"eq_ellipse_prolate_vol_ch_1":849.21518,"eq_sphere_area_ch_1":2519.839,"eq_sphere_vol_ch_1":11894.13884,"fiber_align_2_ch_3":1.46609,"fiber_align_2_ch_4":1.13863,"fiber_length_ch_1":40.40549,"fiber_width_ch_1":16.07087,"inten_cooc_asm_ch_3":0.14531,"inten_cooc_asm_ch_4":0.08403,"inten_cooc_contrast_ch_3":4.1413,"inten_cooc_contrast_ch_4":4.16974,"inten_cooc_entropy_ch_3":5.01644,"inten_cooc_entropy_ch_4":5.67291,"inten_cooc_max_ch_3":0.37913,"inten_cooc_max_ch_4":0.28164,"kurt_inten_ch_1":0.54842,"kurt_inten_ch_3":2.06214,"kurt_inten_ch_4":-0.99104,"length_ch_1":40.43595,"neighbor_avg_dist_ch_1":194.55977,"neighbor_min_dist_ch_1":34.33962,"neighbor_var_dist_ch_1":85.5666,"perim_ch_1":112.95271,"shape_bfr_ch_1":0.70656,"shape_lwr_ch_1":1.83389,"shape_p_2_a_ch_1":1.56351,"skew_inten_ch_1":0.80849,"skew_inten_ch_3":1.38719,"skew_inten_ch_4":0.51831,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":8,"total_inten_ch_1":14625,"total_inten_ch_2":67581,"total_inten_ch_3":14100,"total_inten_ch_4":37242,"var_inten_ch_1":19.32297,"var_inten_ch_3":29.45821,"var_inten_ch_4":60.63441,"width_ch_1":22.04922}
{"case":"Train","class":"PS","angle_ch_1":106.19641,"area_ch_1":156,"avg_inten_ch_1":79.84564,"avg_inten_ch_2":1.71141,"avg_inten_ch_3":227.69128,"avg_inten_ch_4":2.22819,"convex_hull_area_ratio_ch_1":1.20312,"convex_hull_perim_ratio_ch_1":0.88651,"diff_inten_density_ch_1":77.9,"diff_inten_density_ch_3":137.53846,"diff_inten_density_ch_4":4.43846,"entropy_inten_ch_1":6.51585,"entropy_inten_ch_3":6.88511,"entropy_inten_ch_4":1.44271,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":2.16936,"eq_ellipse_oblate_vol_ch_1":219.11252,"eq_ellipse_prolate_vol_ch_1":101.0031,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.77872,"fiber_align_2_ch_4":1.66699,"fiber_length_ch_1":24.82922,"fiber_width_ch_1":6.75453,"inten_cooc_asm_ch_3":0.00931,"inten_cooc_asm_ch_4":0.58916,"inten_cooc_contrast_ch_3":13.19851,"inten_cooc_contrast_ch_4":0.66621,"inten_cooc_entropy_ch_3":6.99194,"inten_cooc_entropy_ch_4":1.76994,"inten_cooc_max_ch_3":0.03937,"inten_cooc_max_ch_4":0.76692,"kurt_inten_ch_1":0.29065,"kurt_inten_ch_3":0.4998,"kurt_inten_ch_4":6.87388,"length_ch_1":22.23366,"neighbor_avg_dist_ch_1":183.47133,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":85.86292,"perim_ch_1":63.1675,"shape_bfr_ch_1":0.58132,"shape_lwr_ch_1":1.83997,"shape_p_2_a_ch_1":1.89329,"skew_inten_ch_1":0.87938,"skew_inten_ch_3":0.90218,"skew_inten_ch_4":2.73368,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11897,"total_inten_ch_2":107,"total_inten_ch_3":33926,"total_inten_ch_4":332,"var_inten_ch_1":57.24804,"var_inten_ch_3":139.02735,"var_inten_ch_4":5.61173,"width_ch_1":12.08368}
{"case":"Train","class":"PS","angle_ch_1":138.54234,"area_ch_1":167,"avg_inten_ch_1":28.94375,"avg_inten_ch_2":307.89375,"avg_inten_ch_3":7.75625,"avg_inten_ch_4":68.1,"convex_hull_area_ratio_ch_1":1.07004,"convex_hull_perim_ratio_ch_1":0.90252,"diff_inten_density_ch_1":45.31359,"diff_inten_density_ch_3":15.7108,"diff_inten_density_ch_4":57.70383,"entropy_inten_ch_1":5.8392,"entropy_inten_ch_3":3.49652,"entropy_inten_ch_4":5.18765,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":1.29119,"eq_ellipse_oblate_vol_ch_1":188.10325,"eq_ellipse_prolate_vol_ch_1":145.68229,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.70631,"fiber_length_ch_1":18.59688,"fiber_width_ch_1":9.45498,"inten_cooc_asm_ch_3":0.11791,"inten_cooc_asm_ch_4":0.08392,"inten_cooc_contrast_ch_3":11.67551,"inten_cooc_contrast_ch_4":4.21045,"inten_cooc_entropy_ch_3":5.01147,"inten_cooc_entropy_ch_4":5.30551,"inten_cooc_max_ch_3":0.34266,"inten_cooc_max_ch_4":0.28671,"kurt_inten_ch_1":-0.20197,"kurt_inten_ch_3":7.00935,"kurt_inten_ch_4":0.47917,"length_ch_1":18.10872,"neighbor_avg_dist_ch_1":241.496,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":132.47501,"perim_ch_1":56.10373,"shape_bfr_ch_1":0.61215,"shape_lwr_ch_1":1.19695,"shape_p_2_a_ch_1":1.42453,"skew_inten_ch_1":0.54774,"skew_inten_ch_3":2.17172,"skew_inten_ch_4":1.1937,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4631,"total_inten_ch_2":49104,"total_inten_ch_3":1241,"total_inten_ch_4":10896,"var_inten_ch_1":20.04316,"var_inten_ch_3":11.27594,"var_inten_ch_4":83.32716,"width_ch_1":15.12902}
{"case":"Test","class":"WS","angle_ch_1":94.43802,"area_ch_1":464,"avg_inten_ch_1":29.13318,"avg_inten_ch_2":120.77652,"avg_inten_ch_3":25.48533,"avg_inten_ch_4":67.30926,"convex_hull_area_ratio_ch_1":1.12835,"convex_hull_perim_ratio_ch_1":0.88871,"diff_inten_density_ch_1":40.68878,"diff_inten_density_ch_3":18.57539,"diff_inten_density_ch_4":39.63691,"entropy_inten_ch_1":5.93299,"entropy_inten_ch_3":4.88727,"entropy_inten_ch_4":6.19321,"eq_circ_diam_ch_1":24.3151,"eq_ellipse_lwr_ch_1":1.40599,"eq_ellipse_oblate_vol_ch_1":904.31078,"eq_ellipse_prolate_vol_ch_1":643.18599,"eq_sphere_area_ch_1":1857.38549,"eq_sphere_vol_ch_1":7527.08612,"fiber_align_2_ch_3":1.19405,"fiber_align_2_ch_4":1.09992,"fiber_length_ch_1":35.71463,"fiber_width_ch_1":13.43447,"inten_cooc_asm_ch_3":0.1217,"inten_cooc_asm_ch_4":0.03307,"inten_cooc_contrast_ch_3":3.15346,"inten_cooc_contrast_ch_4":4.64826,"inten_cooc_entropy_ch_3":5.18153,"inten_cooc_entropy_ch_4":6.33236,"inten_cooc_max_ch_3":0.34856,"inten_cooc_max_ch_4":0.16465,"kurt_inten_ch_1":-0.1245,"kurt_inten_ch_3":1.41204,"kurt_inten_ch_4":-1.10853,"length_ch_1":30.15601,"neighbor_avg_dist_ch_1":228.2601,"neighbor_min_dist_ch_1":54.41622,"neighbor_var_dist_ch_1":99.19068,"perim_ch_1":98.2982,"shape_bfr_ch_1":0.69303,"shape_lwr_ch_1":1.35724,"shape_p_2_a_ch_1":1.60255,"skew_inten_ch_1":0.49756,"skew_inten_ch_3":1.43573,"skew_inten_ch_4":0.507,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":12906,"total_inten_ch_2":53062,"total_inten_ch_3":11290,"total_inten_ch_4":29818,"var_inten_ch_1":19.38764,"var_inten_ch_3":33.14714,"var_inten_ch_4":63.6464,"width_ch_1":22.21861}
{"case":"Test","class":"PS","angle_ch_1":109.84634,"area_ch_1":670,"avg_inten_ch_1":25.60781,"avg_inten_ch_2":82.51094,"avg_inten_ch_3":41.97812,"avg_inten_ch_4":86.03281,"convex_hull_area_ratio_ch_1":1.2563,"convex_hull_perim_ratio_ch_1":0.75762,"diff_inten_density_ch_1":37.83067,"diff_inten_density_ch_3":28.43387,"diff_inten_density_ch_4":45.87616,"entropy_inten_ch_1":5.87084,"entropy_inten_ch_3":5.78886,"entropy_inten_ch_4":6.69588,"eq_circ_diam_ch_1":29.22565,"eq_ellipse_lwr_ch_1":1.96931,"eq_ellipse_oblate_vol_ch_1":1858.44194,"eq_ellipse_prolate_vol_ch_1":943.70015,"eq_sphere_area_ch_1":2683.35601,"eq_sphere_vol_ch_1":13070.47157,"fiber_align_2_ch_3":1.12464,"fiber_align_2_ch_4":1.27734,"fiber_length_ch_1":67.87972,"fiber_width_ch_1":10.25722,"inten_cooc_asm_ch_3":0.05991,"inten_cooc_asm_ch_4":0.02606,"inten_cooc_contrast_ch_3":4.83106,"inten_cooc_contrast_ch_4":5.37667,"inten_cooc_entropy_ch_3":6.00329,"inten_cooc_entropy_ch_4":6.63329,"inten_cooc_max_ch_3":0.23244,"inten_cooc_max_ch_4":0.14601,"kurt_inten_ch_1":1.15688,"kurt_inten_ch_3":2.94797,"kurt_inten_ch_4":-0.75014,"length_ch_1":46.24663,"neighbor_avg_dist_ch_1":281.07863,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":125.63726,"perim_ch_1":156.27389,"shape_bfr_ch_1":0.52402,"shape_lwr_ch_1":1.67065,"shape_p_2_a_ch_1":2.7912,"skew_inten_ch_1":0.95733,"skew_inten_ch_3":1.47618,"skew_inten_ch_4":0.39269,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":16389,"total_inten_ch_2":52168,"total_inten_ch_3":26866,"total_inten_ch_4":55061,"var_inten_ch_1":19.67424,"var_inten_ch_3":45.08873,"var_inten_ch_4":69.61502,"width_ch_1":27.68175}
{"case":"Test","class":"PS","angle_ch_1":37.17523,"area_ch_1":549,"avg_inten_ch_1":146.93702,"avg_inten_ch_2":120.85115,"avg_inten_ch_3":9.28053,"avg_inten_ch_4":44.51145,"convex_hull_area_ratio_ch_1":1.14312,"convex_hull_perim_ratio_ch_1":0.90964,"diff_inten_density_ch_1":74.04472,"diff_inten_density_ch_3":12.20122,"diff_inten_density_ch_4":33.62805,"entropy_inten_ch_1":7.65128,"entropy_inten_ch_3":3.82345,"entropy_inten_ch_4":5.24448,"eq_circ_diam_ch_1":26.44477,"eq_ellipse_lwr_ch_1":1.36898,"eq_ellipse_oblate_vol_ch_1":1147.93513,"eq_ellipse_prolate_vol_ch_1":838.53195,"eq_sphere_area_ch_1":2196.99773,"eq_sphere_vol_ch_1":9683.18493,"fiber_align_2_ch_3":1.34105,"fiber_align_2_ch_4":1.31013,"fiber_length_ch_1":39.026,"fiber_width_ch_1":14.59097,"inten_cooc_asm_ch_3":0.12742,"inten_cooc_asm_ch_4":0.11832,"inten_cooc_contrast_ch_3":7.49937,"inten_cooc_contrast_ch_4":4.44703,"inten_cooc_entropy_ch_3":4.99676,"inten_cooc_entropy_ch_4":5.28919,"inten_cooc_max_ch_3":0.34898,"inten_cooc_max_ch_4":0.33806,"kurt_inten_ch_1":-0.21201,"kurt_inten_ch_3":1.82097,"kurt_inten_ch_4":-0.54617,"length_ch_1":34.00418,"neighbor_avg_dist_ch_1":314.55825,"neighbor_min_dist_ch_1":52.70382,"neighbor_var_dist_ch_1":131.96241,"perim_ch_1":107.23393,"shape_bfr_ch_1":0.62347,"shape_lwr_ch_1":1.31253,"shape_p_2_a_ch_1":1.60699,"skew_inten_ch_1":0.3409,"skew_inten_ch_3":1.52531,"skew_inten_ch_4":0.81151,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":11,"total_inten_ch_1":76995,"total_inten_ch_2":62803,"total_inten_ch_3":4863,"total_inten_ch_4":23324,"var_inten_ch_1":73.01248,"var_inten_ch_3":13.01451,"var_inten_ch_4":49.46571,"width_ch_1":25.90728}
{"case":"Train","class":"PS","angle_ch_1":175.48804,"area_ch_1":220,"avg_inten_ch_1":37.28571,"avg_inten_ch_2":79.08571,"avg_inten_ch_3":9.34762,"avg_inten_ch_4":50.39048,"convex_hull_area_ratio_ch_1":1.47991,"convex_hull_perim_ratio_ch_1":0.80632,"diff_inten_density_ch_1":45.47671,"diff_inten_density_ch_3":15.40548,"diff_inten_density_ch_4":55.85479,"entropy_inten_ch_1":6.13467,"entropy_inten_ch_3":3.33538,"entropy_inten_ch_4":5.71374,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":2.70403,"eq_ellipse_oblate_vol_ch_1":409.31381,"eq_ellipse_prolate_vol_ch_1":151.37166,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.73466,"fiber_align_2_ch_4":1.01755,"fiber_length_ch_1":41.53662,"fiber_width_ch_1":5.65269,"inten_cooc_asm_ch_3":0.15681,"inten_cooc_asm_ch_4":0.02871,"inten_cooc_contrast_ch_3":7.6416,"inten_cooc_contrast_ch_4":14.00344,"inten_cooc_entropy_ch_3":4.61363,"inten_cooc_entropy_ch_4":6.58774,"inten_cooc_max_ch_3":0.38674,"inten_cooc_max_ch_4":0.16022,"kurt_inten_ch_1":0.50619,"kurt_inten_ch_3":3.37842,"kurt_inten_ch_4":0.79177,"length_ch_1":27.87935,"neighbor_avg_dist_ch_1":284.15199,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":142.12436,"perim_ch_1":94.37862,"shape_bfr_ch_1":0.57525,"shape_lwr_ch_1":2.03126,"shape_p_2_a_ch_1":3.0189,"skew_inten_ch_1":0.86299,"skew_inten_ch_3":1.77451,"skew_inten_ch_4":1.06088,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7830,"total_inten_ch_2":16399,"total_inten_ch_3":1963,"total_inten_ch_4":10582,"var_inten_ch_1":28.07972,"var_inten_ch_3":13.75874,"var_inten_ch_4":50.47743,"width_ch_1":13.72513}
{"case":"Train","class":"WS","angle_ch_1":85.31372,"area_ch_1":417,"avg_inten_ch_1":113.94975,"avg_inten_ch_2":277.37186,"avg_inten_ch_3":264.72864,"avg_inten_ch_4":234.86432,"convex_hull_area_ratio_ch_1":1.08252,"convex_hull_perim_ratio_ch_1":0.90276,"diff_inten_density_ch_1":89.79839,"diff_inten_density_ch_3":208.8414,"diff_inten_density_ch_4":184.24194,"entropy_inten_ch_1":7.09884,"entropy_inten_ch_3":7.248,"entropy_inten_ch_4":6.31161,"eq_circ_diam_ch_1":23.04707,"eq_ellipse_lwr_ch_1":1.28355,"eq_ellipse_oblate_vol_ch_1":735.78715,"eq_ellipse_prolate_vol_ch_1":573.24479,"eq_sphere_area_ch_1":1668.71202,"eq_sphere_vol_ch_1":6409.82103,"fiber_align_2_ch_3":1.32354,"fiber_align_2_ch_4":1.5146,"fiber_length_ch_1":29.45787,"fiber_width_ch_1":14.66001,"inten_cooc_asm_ch_3":0.02614,"inten_cooc_asm_ch_4":0.06283,"inten_cooc_contrast_ch_3":10.8448,"inten_cooc_contrast_ch_4":6.79581,"inten_cooc_entropy_ch_3":6.88811,"inten_cooc_entropy_ch_4":6.0338,"inten_cooc_max_ch_3":0.14555,"inten_cooc_max_ch_4":0.24528,"kurt_inten_ch_1":2.66024,"kurt_inten_ch_3":2.45067,"kurt_inten_ch_4":-0.28518,"length_ch_1":28.13596,"neighbor_avg_dist_ch_1":203.14565,"neighbor_min_dist_ch_1":36.9849,"neighbor_var_dist_ch_1":87.55129,"perim_ch_1":88.23576,"shape_bfr_ch_1":0.66596,"shape_lwr_ch_1":1.26371,"shape_p_2_a_ch_1":1.43463,"skew_inten_ch_1":1.36143,"skew_inten_ch_3":1.36656,"skew_inten_ch_4":0.81994,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":45352,"total_inten_ch_2":109997,"total_inten_ch_3":105362,"total_inten_ch_4":93476,"var_inten_ch_1":105.39332,"var_inten_ch_3":254.43478,"var_inten_ch_4":250.83035,"width_ch_1":22.26458}
{"case":"Test","class":"PS","angle_ch_1":138.3298,"area_ch_1":392,"avg_inten_ch_1":15.54011,"avg_inten_ch_2":16.98663,"avg_inten_ch_3":9.07754,"avg_inten_ch_4":4.61765,"convex_hull_area_ratio_ch_1":1.21162,"convex_hull_perim_ratio_ch_1":0.87296,"diff_inten_density_ch_1":31.19062,"diff_inten_density_ch_3":16.14956,"diff_inten_density_ch_4":11.39296,"entropy_inten_ch_1":5.05751,"entropy_inten_ch_3":4.30852,"entropy_inten_ch_4":3.31297,"eq_circ_diam_ch_1":22.34138,"eq_ellipse_lwr_ch_1":2.10534,"eq_ellipse_oblate_vol_ch_1":858.40147,"eq_ellipse_prolate_vol_ch_1":407.7251,"eq_sphere_area_ch_1":1568.08617,"eq_sphere_vol_ch_1":5838.86856,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":41.20138,"fiber_width_ch_1":10.0681,"inten_cooc_asm_ch_3":0.01782,"inten_cooc_asm_ch_4":0.05519,"inten_cooc_contrast_ch_3":36.78253,"inten_cooc_contrast_ch_4":28.17939,"inten_cooc_entropy_ch_3":7.14175,"inten_cooc_entropy_ch_4":5.8965,"inten_cooc_max_ch_3":0.11988,"inten_cooc_max_ch_4":0.22515,"kurt_inten_ch_1":0.25933,"kurt_inten_ch_3":-0.395,"kurt_inten_ch_4":0.75416,"length_ch_1":34.4304,"neighbor_avg_dist_ch_1":199.63602,"neighbor_min_dist_ch_1":54.41622,"neighbor_var_dist_ch_1":81.25194,"perim_ch_1":102.53896,"shape_bfr_ch_1":0.61418,"shape_lwr_ch_1":1.85724,"shape_p_2_a_ch_1":2.017,"skew_inten_ch_1":0.85974,"skew_inten_ch_3":0.66498,"skew_inten_ch_4":1.13864,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":10,"total_inten_ch_1":5812,"total_inten_ch_2":5980,"total_inten_ch_3":3395,"total_inten_ch_4":1727,"var_inten_ch_1":13.8451,"var_inten_ch_3":8.35617,"var_inten_ch_4":5.43172,"width_ch_1":18.53844}
{"case":"Test","class":"WS","angle_ch_1":83.18421,"area_ch_1":483,"avg_inten_ch_1":102.32538,"avg_inten_ch_2":115.6551,"avg_inten_ch_3":45.91323,"avg_inten_ch_4":29.10846,"convex_hull_area_ratio_ch_1":1.16615,"convex_hull_perim_ratio_ch_1":0.73306,"diff_inten_density_ch_1":56.11323,"diff_inten_density_ch_3":30.07271,"diff_inten_density_ch_4":19.87962,"entropy_inten_ch_1":7.43238,"entropy_inten_ch_3":2.67977,"entropy_inten_ch_4":4.64122,"eq_circ_diam_ch_1":24.80417,"eq_ellipse_lwr_ch_1":2.28791,"eq_ellipse_oblate_vol_ch_1":1224.59503,"eq_ellipse_prolate_vol_ch_1":535.24594,"eq_sphere_area_ch_1":1932.85488,"eq_sphere_vol_ch_1":7990.4766,"fiber_align_2_ch_3":1.41944,"fiber_align_2_ch_4":1.20883,"fiber_length_ch_1":59.44331,"fiber_width_ch_1":8.54337,"inten_cooc_asm_ch_3":0.51954,"inten_cooc_asm_ch_4":0.16118,"inten_cooc_contrast_ch_3":0.28054,"inten_cooc_contrast_ch_4":2.72427,"inten_cooc_entropy_ch_3":2.09882,"inten_cooc_entropy_ch_4":4.69995,"inten_cooc_max_ch_3":0.72683,"inten_cooc_max_ch_4":0.39756,"kurt_inten_ch_1":-0.61907,"kurt_inten_ch_3":4.62254,"kurt_inten_ch_4":-0.31277,"length_ch_1":39.72335,"neighbor_avg_dist_ch_1":266.18315,"neighbor_min_dist_ch_1":36.99907,"neighbor_var_dist_ch_1":124.90419,"perim_ch_1":135.97335,"shape_bfr_ch_1":0.63419,"shape_lwr_ch_1":2.07094,"shape_p_2_a_ch_1":2.8971,"skew_inten_ch_1":0.59028,"skew_inten_ch_3":2.36386,"skew_inten_ch_4":0.90959,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":15,"total_inten_ch_1":47172,"total_inten_ch_2":52857,"total_inten_ch_3":21166,"total_inten_ch_4":13419,"var_inten_ch_1":66.08923,"var_inten_ch_3":103.35862,"var_inten_ch_4":34.61234,"width_ch_1":19.18127}
{"case":"Train","class":"WS","angle_ch_1":69.30542,"area_ch_1":463,"avg_inten_ch_1":65.65385,"avg_inten_ch_2":196.25566,"avg_inten_ch_3":131.58597,"avg_inten_ch_4":95.45928,"convex_hull_area_ratio_ch_1":1.04128,"convex_hull_perim_ratio_ch_1":0.95699,"diff_inten_density_ch_1":56.23832,"diff_inten_density_ch_3":89.61078,"diff_inten_density_ch_4":59.33054,"entropy_inten_ch_1":6.84301,"entropy_inten_ch_3":7.41765,"entropy_inten_ch_4":4.55105,"eq_circ_diam_ch_1":24.28764,"eq_ellipse_lwr_ch_1":1.12313,"eq_ellipse_oblate_vol_ch_1":805.50779,"eq_ellipse_prolate_vol_ch_1":717.19981,"eq_sphere_area_ch_1":1853.19274,"eq_sphere_vol_ch_1":7501.61376,"fiber_align_2_ch_3":1.34594,"fiber_align_2_ch_4":1.00555,"fiber_length_ch_1":21.22898,"fiber_width_ch_1":21.22898,"inten_cooc_asm_ch_3":0.01076,"inten_cooc_asm_ch_4":0.20839,"inten_cooc_contrast_ch_3":8.08703,"inten_cooc_contrast_ch_4":1.2562,"inten_cooc_entropy_ch_3":7.18684,"inten_cooc_entropy_ch_4":4.06277,"inten_cooc_max_ch_3":0.06475,"inten_cooc_max_ch_4":0.44844,"kurt_inten_ch_1":0.13587,"kurt_inten_ch_3":0.01791,"kurt_inten_ch_4":2.07943,"length_ch_1":27.09347,"neighbor_avg_dist_ch_1":275.46973,"neighbor_min_dist_ch_1":29.69048,"neighbor_var_dist_ch_1":121.38656,"perim_ch_1":84.91591,"shape_bfr_ch_1":0.69263,"shape_lwr_ch_1":1.09741,"shape_p_2_a_ch_1":1.20513,"skew_inten_ch_1":0.80633,"skew_inten_ch_3":0.83543,"skew_inten_ch_4":1.72265,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":29019,"total_inten_ch_2":86304,"total_inten_ch_3":58161,"total_inten_ch_4":42193,"var_inten_ch_1":49.85023,"var_inten_ch_3":111.30234,"var_inten_ch_4":153.62754,"width_ch_1":24.68852}
{"case":"Test","class":"PS","angle_ch_1":165.05803,"area_ch_1":345,"avg_inten_ch_1":377.87576,"avg_inten_ch_2":472.51515,"avg_inten_ch_3":265.89394,"avg_inten_ch_4":426.48788,"convex_hull_area_ratio_ch_1":1.17904,"convex_hull_perim_ratio_ch_1":0.9115,"diff_inten_density_ch_1":150.96059,"diff_inten_density_ch_3":204.18555,"diff_inten_density_ch_4":275.83415,"entropy_inten_ch_1":7.84816,"entropy_inten_ch_3":7.47846,"entropy_inten_ch_4":6.86635,"eq_circ_diam_ch_1":20.98607,"eq_ellipse_lwr_ch_1":2.34785,"eq_ellipse_oblate_vol_ch_1":751.325,"eq_ellipse_prolate_vol_ch_1":320.00523,"eq_sphere_area_ch_1":1383.60544,"eq_sphere_vol_ch_1":4839.40764,"fiber_align_2_ch_3":1.48029,"fiber_align_2_ch_4":1.35575,"fiber_length_ch_1":33.30816,"fiber_width_ch_1":10.80972,"inten_cooc_asm_ch_3":0.01203,"inten_cooc_asm_ch_4":0.03253,"inten_cooc_contrast_ch_3":11.30969,"inten_cooc_contrast_ch_4":4.53587,"inten_cooc_entropy_ch_3":7.23656,"inten_cooc_entropy_ch_4":6.33672,"inten_cooc_max_ch_3":0.07792,"inten_cooc_max_ch_4":0.15615,"kurt_inten_ch_1":-0.06055,"kurt_inten_ch_3":9.85484,"kurt_inten_ch_4":0.4888,"length_ch_1":31.32636,"neighbor_avg_dist_ch_1":193.34353,"neighbor_min_dist_ch_1":28.24304,"neighbor_var_dist_ch_1":97.43889,"perim_ch_1":88.23576,"shape_bfr_ch_1":0.67239,"shape_lwr_ch_1":1.90761,"shape_p_2_a_ch_1":1.72073,"skew_inten_ch_1":0.34668,"skew_inten_ch_3":2.37241,"skew_inten_ch_4":1.0853,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":124699,"total_inten_ch_2":155601,"total_inten_ch_3":87745,"total_inten_ch_4":140741,"var_inten_ch_1":168.88364,"var_inten_ch_3":245.44921,"var_inten_ch_4":462.40959,"width_ch_1":16.42176}
{"case":"Test","class":"PS","angle_ch_1":95.28742,"area_ch_1":419,"avg_inten_ch_1":72.065,"avg_inten_ch_2":152.3625,"avg_inten_ch_3":129.91,"avg_inten_ch_4":58.6075,"convex_hull_area_ratio_ch_1":1.25268,"convex_hull_perim_ratio_ch_1":0.67432,"diff_inten_density_ch_1":75.15556,"diff_inten_density_ch_3":116.87222,"diff_inten_density_ch_4":55.23056,"entropy_inten_ch_1":7.01846,"entropy_inten_ch_3":6.03198,"entropy_inten_ch_4":4.95762,"eq_circ_diam_ch_1":23.10491,"eq_ellipse_lwr_ch_1":1.55735,"eq_ellipse_oblate_vol_ch_1":816.59232,"eq_ellipse_prolate_vol_ch_1":524.34579,"eq_sphere_area_ch_1":1677.09751,"eq_sphere_vol_ch_1":6458.19691,"fiber_align_2_ch_3":1.72087,"fiber_align_2_ch_4":1.7911,"fiber_length_ch_1":60.8068,"fiber_width_ch_1":7.23133,"inten_cooc_asm_ch_3":0.08532,"inten_cooc_asm_ch_4":0.13851,"inten_cooc_contrast_ch_3":5.88573,"inten_cooc_contrast_ch_4":5.35356,"inten_cooc_entropy_ch_3":5.66364,"inten_cooc_entropy_ch_4":4.94293,"inten_cooc_max_ch_3":0.28302,"inten_cooc_max_ch_4":0.38814,"kurt_inten_ch_1":2.10053,"kurt_inten_ch_3":2.16248,"kurt_inten_ch_4":1.78939,"length_ch_1":32.99989,"neighbor_avg_dist_ch_1":164.55287,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":78.84206,"perim_ch_1":136.07625,"shape_bfr_ch_1":0.65532,"shape_lwr_ch_1":1.70208,"shape_p_2_a_ch_1":3.35106,"skew_inten_ch_1":1.31132,"skew_inten_ch_3":1.59393,"skew_inten_ch_4":1.55607,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":12,"total_inten_ch_1":28826,"total_inten_ch_2":60546,"total_inten_ch_3":51964,"total_inten_ch_4":23443,"var_inten_ch_1":56.07175,"var_inten_ch_3":164.70752,"var_inten_ch_4":81.55494,"width_ch_1":19.38796}
{"case":"Test","class":"WS","angle_ch_1":174.52887,"area_ch_1":425,"avg_inten_ch_1":81.08374,"avg_inten_ch_2":285.46798,"avg_inten_ch_3":164.85961,"avg_inten_ch_4":100.71182,"convex_hull_area_ratio_ch_1":1.09364,"convex_hull_perim_ratio_ch_1":0.94659,"diff_inten_density_ch_1":76.22164,"diff_inten_density_ch_3":125.72559,"diff_inten_density_ch_4":77.2058,"entropy_inten_ch_1":6.83521,"entropy_inten_ch_3":5.25931,"entropy_inten_ch_4":4.41508,"eq_circ_diam_ch_1":23.27755,"eq_ellipse_lwr_ch_1":2.41302,"eq_ellipse_oblate_vol_ch_1":1039.42084,"eq_ellipse_prolate_vol_ch_1":430.75446,"eq_sphere_area_ch_1":1702.25397,"eq_sphere_vol_ch_1":6604.0499,"fiber_align_2_ch_3":1.40751,"fiber_align_2_ch_4":1.5574,"fiber_length_ch_1":35.10426,"fiber_width_ch_1":12.43637,"inten_cooc_asm_ch_3":0.16905,"inten_cooc_asm_ch_4":0.22587,"inten_cooc_contrast_ch_3":2.69135,"inten_cooc_contrast_ch_4":2.42092,"inten_cooc_entropy_ch_3":4.65092,"inten_cooc_entropy_ch_4":4.07113,"inten_cooc_max_ch_3":0.40779,"inten_cooc_max_ch_4":0.47185,"kurt_inten_ch_1":4.10225,"kurt_inten_ch_3":4.74707,"kurt_inten_ch_4":6.95444,"length_ch_1":34.11987,"neighbor_avg_dist_ch_1":171.29429,"neighbor_min_dist_ch_1":45.84335,"neighbor_var_dist_ch_1":67.49285,"perim_ch_1":95.08125,"shape_bfr_ch_1":0.79835,"shape_lwr_ch_1":2.18395,"shape_p_2_a_ch_1":1.64787,"skew_inten_ch_1":2.02728,"skew_inten_ch_3":2.20941,"skew_inten_ch_4":2.66519,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":13,"total_inten_ch_1":32920,"total_inten_ch_2":115495,"total_inten_ch_3":66933,"total_inten_ch_4":40889,"var_inten_ch_1":99.05861,"var_inten_ch_3":271.65469,"var_inten_ch_4":197.33371,"width_ch_1":15.62303}
{"case":"Train","class":"WS","angle_ch_1":162.0382,"area_ch_1":154,"avg_inten_ch_1":163.04082,"avg_inten_ch_2":468.63265,"avg_inten_ch_3":325.63946,"avg_inten_ch_4":347.7619,"convex_hull_area_ratio_ch_1":1.03571,"convex_hull_perim_ratio_ch_1":0.97886,"diff_inten_density_ch_1":96.00752,"diff_inten_density_ch_3":227.21805,"diff_inten_density_ch_4":297.58647,"entropy_inten_ch_1":6.73015,"entropy_inten_ch_3":7.0092,"entropy_inten_ch_4":6.79114,"eq_circ_diam_ch_1":14.00661,"eq_ellipse_lwr_ch_1":1.14022,"eq_ellipse_oblate_vol_ch_1":155.66548,"eq_ellipse_prolate_vol_ch_1":136.52204,"eq_sphere_area_ch_1":616.33333,"eq_sphere_vol_ch_1":1438.78963,"fiber_align_2_ch_3":1.73924,"fiber_align_2_ch_4":1.48649,"fiber_length_ch_1":12.23427,"fiber_width_ch_1":12.23427,"inten_cooc_asm_ch_3":0.008,"inten_cooc_asm_ch_4":0.00812,"inten_cooc_contrast_ch_3":12.51911,"inten_cooc_contrast_ch_4":21.91186,"inten_cooc_entropy_ch_3":7.16008,"inten_cooc_entropy_ch_4":7.17571,"inten_cooc_max_ch_3":0.02239,"inten_cooc_max_ch_4":0.0303,"kurt_inten_ch_1":0.81304,"kurt_inten_ch_3":0.91705,"kurt_inten_ch_4":-0.8424,"length_ch_1":16.81875,"neighbor_avg_dist_ch_1":194.57628,"neighbor_min_dist_ch_1":33.58345,"neighbor_var_dist_ch_1":91.40348,"perim_ch_1":48.93706,"shape_bfr_ch_1":0.62942,"shape_lwr_ch_1":1.15551,"shape_p_2_a_ch_1":1.1806,"skew_inten_ch_1":0.87134,"skew_inten_ch_3":0.9021,"skew_inten_ch_4":0.34501,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":23967,"total_inten_ch_2":68743,"total_inten_ch_3":47869,"total_inten_ch_4":51121,"var_inten_ch_1":86.88799,"var_inten_ch_3":225.39978,"var_inten_ch_4":230.3595,"width_ch_1":14.5552}
{"case":"Train","class":"PS","angle_ch_1":19.53646,"area_ch_1":632,"avg_inten_ch_1":33.8126,"avg_inten_ch_2":14.07131,"avg_inten_ch_3":69.66501,"avg_inten_ch_4":70.82421,"convex_hull_area_ratio_ch_1":1.65725,"convex_hull_perim_ratio_ch_1":0.792,"diff_inten_density_ch_1":44.41392,"diff_inten_density_ch_3":53.55128,"diff_inten_density_ch_4":53.03846,"entropy_inten_ch_1":6.25856,"entropy_inten_ch_3":7.14991,"entropy_inten_ch_4":6.23248,"eq_circ_diam_ch_1":28.36827,"eq_ellipse_lwr_ch_1":4.41764,"eq_ellipse_oblate_vol_ch_1":2545.61421,"eq_ellipse_prolate_vol_ch_1":576.23874,"eq_sphere_area_ch_1":2528.22449,"eq_sphere_vol_ch_1":11953.55995,"fiber_align_2_ch_3":1.47904,"fiber_align_2_ch_4":1.32762,"fiber_length_ch_1":85.29334,"fiber_width_ch_1":7.83436,"inten_cooc_asm_ch_3":0.00638,"inten_cooc_asm_ch_4":0.03819,"inten_cooc_contrast_ch_3":13.95628,"inten_cooc_contrast_ch_4":5.78089,"inten_cooc_entropy_ch_3":7.66973,"inten_cooc_entropy_ch_4":6.29708,"inten_cooc_max_ch_3":0.02158,"inten_cooc_max_ch_4":0.18165,"kurt_inten_ch_1":3.38161,"kurt_inten_ch_3":2.03262,"kurt_inten_ch_4":1.44597,"length_ch_1":62.12496,"neighbor_avg_dist_ch_1":245.48059,"neighbor_min_dist_ch_1":21.76649,"neighbor_var_dist_ch_1":121.21738,"perim_ch_1":186.2554,"shape_bfr_ch_1":0.47168,"shape_lwr_ch_1":2.88021,"shape_p_2_a_ch_1":4.1313,"skew_inten_ch_1":1.57414,"skew_inten_ch_3":1.33172,"skew_inten_ch_4":1.31025,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":13,"total_inten_ch_1":20389,"total_inten_ch_2":7883,"total_inten_ch_3":42008,"total_inten_ch_4":42707,"var_inten_ch_1":29.35379,"var_inten_ch_3":56.82892,"var_inten_ch_4":80.82446,"width_ch_1":21.56957}
{"case":"Train","class":"PS","angle_ch_1":43.90962,"area_ch_1":303,"avg_inten_ch_1":128.6,"avg_inten_ch_2":408.43793,"avg_inten_ch_3":194.83448,"avg_inten_ch_4":202.74138,"convex_hull_area_ratio_ch_1":1.31863,"convex_hull_perim_ratio_ch_1":0.74398,"diff_inten_density_ch_1":92.96532,"diff_inten_density_ch_3":148.51445,"diff_inten_density_ch_4":172.78805,"entropy_inten_ch_1":7.37804,"entropy_inten_ch_3":5.37324,"entropy_inten_ch_4":5.45255,"eq_circ_diam_ch_1":19.67312,"eq_ellipse_lwr_ch_1":1.47047,"eq_ellipse_oblate_vol_ch_1":489.83143,"eq_ellipse_prolate_vol_ch_1":333.11213,"eq_sphere_area_ch_1":1215.89569,"eq_sphere_vol_ch_1":3986.74348,"fiber_align_2_ch_3":1.50646,"fiber_align_2_ch_4":1.59151,"fiber_length_ch_1":45.00598,"fiber_width_ch_1":7.12672,"inten_cooc_asm_ch_3":0.12203,"inten_cooc_asm_ch_4":0.10188,"inten_cooc_contrast_ch_3":3.88352,"inten_cooc_contrast_ch_4":4.86152,"inten_cooc_entropy_ch_3":5.05718,"inten_cooc_entropy_ch_4":5.26744,"inten_cooc_max_ch_3":0.34363,"inten_cooc_max_ch_4":0.32046,"kurt_inten_ch_1":0.35387,"kurt_inten_ch_3":-0.13418,"kurt_inten_ch_4":2.10401,"length_ch_1":27.50484,"neighbor_avg_dist_ch_1":207.77901,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":84.86677,"perim_ch_1":104.2654,"shape_bfr_ch_1":0.52685,"shape_lwr_ch_1":1.31121,"shape_p_2_a_ch_1":2.69717,"skew_inten_ch_1":1.06261,"skew_inten_ch_3":0.97087,"skew_inten_ch_4":1.53856,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":37294,"total_inten_ch_2":118158,"total_inten_ch_3":56502,"total_inten_ch_4":58795,"var_inten_ch_1":107.12799,"var_inten_ch_3":230.89133,"var_inten_ch_4":263.73832,"width_ch_1":20.97676}
{"case":"Train","class":"PS","angle_ch_1":6.76003,"area_ch_1":357,"avg_inten_ch_1":244.06745,"avg_inten_ch_2":398.70674,"avg_inten_ch_3":94.03519,"avg_inten_ch_4":467.60704,"convex_hull_area_ratio_ch_1":1.02841,"convex_hull_perim_ratio_ch_1":0.96709,"diff_inten_density_ch_1":89.06583,"diff_inten_density_ch_3":65.12853,"diff_inten_density_ch_4":217.73668,"entropy_inten_ch_1":7.80708,"entropy_inten_ch_3":5.83075,"entropy_inten_ch_4":6.94921,"eq_circ_diam_ch_1":21.33297,"eq_ellipse_lwr_ch_1":1.54714,"eq_ellipse_oblate_vol_ch_1":640.64667,"eq_ellipse_prolate_vol_ch_1":414.08325,"eq_sphere_area_ch_1":1429.72562,"eq_sphere_vol_ch_1":5083.38338,"fiber_align_2_ch_3":1.29369,"fiber_align_2_ch_4":1.16727,"fiber_length_ch_1":18.8633,"fiber_width_ch_1":18.8633,"inten_cooc_asm_ch_3":0.07995,"inten_cooc_asm_ch_4":0.03962,"inten_cooc_contrast_ch_3":4.28628,"inten_cooc_contrast_ch_4":3.25899,"inten_cooc_entropy_ch_3":5.60865,"inten_cooc_entropy_ch_4":6.1268,"inten_cooc_max_ch_3":0.27532,"inten_cooc_max_ch_4":0.17722,"kurt_inten_ch_1":-0.94125,"kurt_inten_ch_3":8.99306,"kurt_inten_ch_4":-1.18699,"length_ch_1":26.62244,"neighbor_avg_dist_ch_1":220.49927,"neighbor_min_dist_ch_1":36.45682,"neighbor_var_dist_ch_1":109.06822,"perim_ch_1":75.45321,"shape_bfr_ch_1":0.73575,"shape_lwr_ch_1":1.45893,"shape_p_2_a_ch_1":1.2279,"skew_inten_ch_1":-0.08019,"skew_inten_ch_3":2.41903,"skew_inten_ch_4":0.45716,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":83227,"total_inten_ch_2":135619,"total_inten_ch_3":32066,"total_inten_ch_4":159454,"var_inten_ch_1":126.149,"var_inten_ch_3":116.04354,"var_inten_ch_4":430.03568,"width_ch_1":18.24787}
{"case":"Test","class":"PS","angle_ch_1":5.07506,"area_ch_1":331,"avg_inten_ch_1":377.58228,"avg_inten_ch_2":404.94304,"avg_inten_ch_3":226.35443,"avg_inten_ch_4":568.88291,"convex_hull_area_ratio_ch_1":1.13809,"convex_hull_perim_ratio_ch_1":0.92982,"diff_inten_density_ch_1":162.38593,"diff_inten_density_ch_3":196.13551,"diff_inten_density_ch_4":220.3036,"entropy_inten_ch_1":7.89704,"entropy_inten_ch_3":6.92937,"entropy_inten_ch_4":7.87722,"eq_circ_diam_ch_1":20.53609,"eq_ellipse_lwr_ch_1":2.22622,"eq_ellipse_oblate_vol_ch_1":685.5459,"eq_ellipse_prolate_vol_ch_1":307.94121,"eq_sphere_area_ch_1":1324.90703,"eq_sphere_vol_ch_1":4534.73507,"fiber_align_2_ch_3":1.48931,"fiber_align_2_ch_4":1.17616,"fiber_length_ch_1":30.88904,"fiber_width_ch_1":11.18123,"inten_cooc_asm_ch_3":0.02449,"inten_cooc_asm_ch_4":0.00783,"inten_cooc_contrast_ch_3":11.10583,"inten_cooc_contrast_ch_4":9.57457,"inten_cooc_entropy_ch_3":6.81644,"inten_cooc_entropy_ch_4":7.36164,"inten_cooc_max_ch_3":0.13851,"inten_cooc_max_ch_4":0.03484,"kurt_inten_ch_1":-0.6554,"kurt_inten_ch_3":9.46431,"kurt_inten_ch_4":0.31538,"length_ch_1":30.20805,"neighbor_avg_dist_ch_1":171.89724,"neighbor_min_dist_ch_1":26.57964,"neighbor_var_dist_ch_1":88.92632,"perim_ch_1":84.14052,"shape_bfr_ch_1":0.69221,"shape_lwr_ch_1":1.90703,"shape_p_2_a_ch_1":1.63119,"skew_inten_ch_1":0.15052,"skew_inten_ch_3":2.59733,"skew_inten_ch_4":0.49257,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":119316,"total_inten_ch_2":127647,"total_inten_ch_3":71528,"total_inten_ch_4":179767,"var_inten_ch_1":177.70932,"var_inten_ch_3":264.58797,"var_inten_ch_4":276.68018,"width_ch_1":15.84034}
{"case":"Train","class":"PS","angle_ch_1":146.60266,"area_ch_1":510,"avg_inten_ch_1":24.62834,"avg_inten_ch_2":89.79877,"avg_inten_ch_3":43.06571,"avg_inten_ch_4":91.577,"convex_hull_area_ratio_ch_1":1.44716,"convex_hull_perim_ratio_ch_1":0.70512,"diff_inten_density_ch_1":38.06682,"diff_inten_density_ch_3":40.50396,"diff_inten_density_ch_4":56.42695,"entropy_inten_ch_1":5.74647,"entropy_inten_ch_3":5.9887,"entropy_inten_ch_4":6.4491,"eq_circ_diam_ch_1":25.49404,"eq_ellipse_lwr_ch_1":1.66828,"eq_ellipse_oblate_vol_ch_1":1135.40181,"eq_ellipse_prolate_vol_ch_1":680.58191,"eq_sphere_area_ch_1":2041.86621,"eq_sphere_vol_ch_1":8675.904,"fiber_align_2_ch_3":1.3586,"fiber_align_2_ch_4":1.47717,"fiber_length_ch_1":68.81805,"fiber_width_ch_1":7.78318,"inten_cooc_asm_ch_3":0.02556,"inten_cooc_asm_ch_4":0.04203,"inten_cooc_contrast_ch_3":11.84294,"inten_cooc_contrast_ch_4":7.16076,"inten_cooc_entropy_ch_3":6.84423,"inten_cooc_entropy_ch_4":6.36809,"inten_cooc_max_ch_3":0.14027,"inten_cooc_max_ch_4":0.19501,"kurt_inten_ch_1":6.56073,"kurt_inten_ch_3":10.60427,"kurt_inten_ch_4":-0.34061,"length_ch_1":41.44074,"neighbor_avg_dist_ch_1":198.47069,"neighbor_min_dist_ch_1":38.00527,"neighbor_var_dist_ch_1":69.7273,"perim_ch_1":153.20246,"shape_bfr_ch_1":0.40957,"shape_lwr_ch_1":1.37789,"shape_p_2_a_ch_1":3.48706,"skew_inten_ch_1":2.11719,"skew_inten_ch_3":3.0556,"skew_inten_ch_4":0.5927,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":11994,"total_inten_ch_2":43246,"total_inten_ch_3":20973,"total_inten_ch_4":44598,"var_inten_ch_1":24.5294,"var_inten_ch_3":64.05074,"var_inten_ch_4":78.57777,"width_ch_1":30.07548}
{"case":"Train","class":"PS","angle_ch_1":22.71285,"area_ch_1":156,"avg_inten_ch_1":34.5302,"avg_inten_ch_2":233.54362,"avg_inten_ch_3":26.19463,"avg_inten_ch_4":120.20134,"convex_hull_area_ratio_ch_1":1.07717,"convex_hull_perim_ratio_ch_1":0.96283,"diff_inten_density_ch_1":42.39326,"diff_inten_density_ch_3":23.47191,"diff_inten_density_ch_4":94.19101,"entropy_inten_ch_1":5.66241,"entropy_inten_ch_3":4.48356,"entropy_inten_ch_4":5.13831,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.14351,"eq_ellipse_oblate_vol_ch_1":159.08186,"eq_ellipse_prolate_vol_ch_1":139.11733,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.48073,"fiber_align_2_ch_4":1.75586,"fiber_length_ch_1":12.76436,"fiber_width_ch_1":12.76436,"inten_cooc_asm_ch_3":0.12066,"inten_cooc_asm_ch_4":0.09225,"inten_cooc_contrast_ch_3":5.34269,"inten_cooc_contrast_ch_4":5.7197,"inten_cooc_entropy_ch_3":5.03858,"inten_cooc_entropy_ch_4":5.40496,"inten_cooc_max_ch_3":0.33835,"inten_cooc_max_ch_4":0.30075,"kurt_inten_ch_1":-0.68756,"kurt_inten_ch_3":2.31016,"kurt_inten_ch_4":-0.39827,"length_ch_1":15.74744,"neighbor_avg_dist_ch_1":247.07623,"neighbor_min_dist_ch_1":31.60571,"neighbor_var_dist_ch_1":110.55872,"perim_ch_1":51.05744,"shape_bfr_ch_1":0.68837,"shape_lwr_ch_1":1.09299,"shape_p_2_a_ch_1":1.24668,"skew_inten_ch_1":0.18999,"skew_inten_ch_3":1.59034,"skew_inten_ch_4":0.76402,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":5145,"total_inten_ch_2":34650,"total_inten_ch_3":3903,"total_inten_ch_4":17910,"var_inten_ch_1":21.80867,"var_inten_ch_3":33.92623,"var_inten_ch_4":125.00416,"width_ch_1":14.40772}
{"case":"Test","class":"PS","angle_ch_1":164.28487,"area_ch_1":251,"avg_inten_ch_1":39.3,"avg_inten_ch_2":2.48333,"avg_inten_ch_3":107.55,"avg_inten_ch_4":5.89583,"convex_hull_area_ratio_ch_1":1.48627,"convex_hull_perim_ratio_ch_1":0.87417,"diff_inten_density_ch_1":46.1,"diff_inten_density_ch_3":77.28095,"diff_inten_density_ch_4":7.3381,"entropy_inten_ch_1":6.17575,"entropy_inten_ch_3":6.93429,"entropy_inten_ch_4":1.37679,"eq_circ_diam_ch_1":17.89698,"eq_ellipse_lwr_ch_1":4.1048,"eq_ellipse_oblate_vol_ch_1":616.14684,"eq_ellipse_prolate_vol_ch_1":150.10412,"eq_sphere_area_ch_1":1006.2585,"eq_sphere_vol_ch_1":3001.49869,"fiber_align_2_ch_3":1.32205,"fiber_align_2_ch_4":1.60139,"fiber_length_ch_1":44.21565,"fiber_width_ch_1":6.04509,"inten_cooc_asm_ch_3":0.00894,"inten_cooc_asm_ch_4":0.63339,"inten_cooc_contrast_ch_3":9.92008,"inten_cooc_contrast_ch_4":0.25706,"inten_cooc_entropy_ch_3":7.13604,"inten_cooc_entropy_ch_4":1.41505,"inten_cooc_max_ch_3":0.03415,"inten_cooc_max_ch_4":0.8093,"kurt_inten_ch_1":1.46463,"kurt_inten_ch_3":1.55279,"kurt_inten_ch_4":14.5989,"length_ch_1":36.00408,"neighbor_avg_dist_ch_1":192.21664,"neighbor_min_dist_ch_1":39.98104,"neighbor_var_dist_ch_1":86.12484,"perim_ch_1":100.52147,"shape_bfr_ch_1":0.54663,"shape_lwr_ch_1":2.81677,"shape_p_2_a_ch_1":3.00834,"skew_inten_ch_1":1.3488,"skew_inten_ch_3":1.32113,"skew_inten_ch_4":3.87485,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":9432,"total_inten_ch_2":357,"total_inten_ch_3":25812,"total_inten_ch_4":1415,"var_inten_ch_1":36.12827,"var_inten_ch_3":95.18222,"var_inten_ch_4":19.81313,"width_ch_1":12.78206}
{"case":"Test","class":"PS","angle_ch_1":58.79917,"area_ch_1":180,"avg_inten_ch_1":34.38953,"avg_inten_ch_2":142.31977,"avg_inten_ch_3":33.34884,"avg_inten_ch_4":60.93023,"convex_hull_area_ratio_ch_1":1.17033,"convex_hull_perim_ratio_ch_1":0.92446,"diff_inten_density_ch_1":42.38961,"diff_inten_density_ch_3":36.44805,"diff_inten_density_ch_4":42.72078,"entropy_inten_ch_1":5.68948,"entropy_inten_ch_3":3.74209,"entropy_inten_ch_4":5.02312,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":1.488,"eq_ellipse_oblate_vol_ch_1":225.06898,"eq_ellipse_prolate_vol_ch_1":151.25607,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.37582,"fiber_align_2_ch_4":1.63378,"fiber_length_ch_1":22.30828,"fiber_width_ch_1":8.55153,"inten_cooc_asm_ch_3":0.23676,"inten_cooc_asm_ch_4":0.08721,"inten_cooc_contrast_ch_3":2.34032,"inten_cooc_contrast_ch_4":5.97564,"inten_cooc_entropy_ch_3":3.97903,"inten_cooc_entropy_ch_4":5.47893,"inten_cooc_max_ch_3":0.49045,"inten_cooc_max_ch_4":0.29936,"kurt_inten_ch_1":1.10445,"kurt_inten_ch_3":3.5027,"kurt_inten_ch_4":-0.43445,"length_ch_1":20.90642,"neighbor_avg_dist_ch_1":204.56338,"neighbor_min_dist_ch_1":26.63873,"neighbor_var_dist_ch_1":101.93721,"perim_ch_1":61.71961,"shape_bfr_ch_1":0.57028,"shape_lwr_ch_1":1.38254,"shape_p_2_a_ch_1":1.589,"skew_inten_ch_1":0.85373,"skew_inten_ch_3":2.01592,"skew_inten_ch_4":0.66231,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5915,"total_inten_ch_2":24308,"total_inten_ch_3":5736,"total_inten_ch_4":10480,"var_inten_ch_1":21.14965,"var_inten_ch_3":56.34668,"var_inten_ch_4":59.24031,"width_ch_1":15.12171}
{"case":"Test","class":"WS","angle_ch_1":110.55711,"area_ch_1":204,"avg_inten_ch_1":80.32821,"avg_inten_ch_2":230.49744,"avg_inten_ch_3":29.17949,"avg_inten_ch_4":38.44615,"convex_hull_area_ratio_ch_1":1.08404,"convex_hull_perim_ratio_ch_1":0.9545,"diff_inten_density_ch_1":58.90909,"diff_inten_density_ch_3":21.46023,"diff_inten_density_ch_4":34.94318,"entropy_inten_ch_1":6.59742,"entropy_inten_ch_3":2.3016,"entropy_inten_ch_4":4.11758,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":2.19023,"eq_ellipse_oblate_vol_ch_1":329.6233,"eq_ellipse_prolate_vol_ch_1":150.49741,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.68202,"fiber_align_2_ch_4":1.58386,"fiber_length_ch_1":23.06997,"fiber_width_ch_1":9.32555,"inten_cooc_asm_ch_3":0.53248,"inten_cooc_asm_ch_4":0.2026,"inten_cooc_contrast_ch_3":0.62061,"inten_cooc_contrast_ch_4":3.23463,"inten_cooc_entropy_ch_3":2.13294,"inten_cooc_entropy_ch_4":4.29092,"inten_cooc_max_ch_3":0.73837,"inten_cooc_max_ch_4":0.44444,"kurt_inten_ch_1":-0.40442,"kurt_inten_ch_3":1.2279,"kurt_inten_ch_4":3.2038,"length_ch_1":25.64318,"neighbor_avg_dist_ch_1":170.08851,"neighbor_min_dist_ch_1":20.57832,"neighbor_var_dist_ch_1":85.72785,"perim_ch_1":64.79104,"shape_bfr_ch_1":0.63351,"shape_lwr_ch_1":2.0381,"shape_p_2_a_ch_1":1.55273,"skew_inten_ch_1":0.47762,"skew_inten_ch_3":1.63629,"skew_inten_ch_4":1.86853,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":15664,"total_inten_ch_2":44753,"total_inten_ch_3":5690,"total_inten_ch_4":7497,"var_inten_ch_1":42.50001,"var_inten_ch_3":54.38904,"var_inten_ch_4":58.6781,"width_ch_1":12.5819}
{"case":"Train","class":"WS","angle_ch_1":44.51194,"area_ch_1":355,"avg_inten_ch_1":301.64602,"avg_inten_ch_2":267.53982,"avg_inten_ch_3":516.08555,"avg_inten_ch_4":132.41298,"convex_hull_area_ratio_ch_1":1.05286,"convex_hull_perim_ratio_ch_1":0.95198,"diff_inten_density_ch_1":190.92126,"diff_inten_density_ch_3":362.45197,"diff_inten_density_ch_4":105.80315,"entropy_inten_ch_1":7.96255,"entropy_inten_ch_3":6.35458,"entropy_inten_ch_4":5.87503,"eq_circ_diam_ch_1":21.27032,"eq_ellipse_lwr_ch_1":1.08136,"eq_ellipse_oblate_vol_ch_1":530.89204,"eq_ellipse_prolate_vol_ch_1":490.94855,"eq_sphere_area_ch_1":1421.34014,"eq_sphere_vol_ch_1":5038.72717,"fiber_align_2_ch_3":1.64324,"fiber_align_2_ch_4":1.63897,"fiber_length_ch_1":18.71337,"fiber_width_ch_1":18.71337,"inten_cooc_asm_ch_3":0.077,"inten_cooc_asm_ch_4":0.08545,"inten_cooc_contrast_ch_3":5.39401,"inten_cooc_contrast_ch_4":5.96172,"inten_cooc_entropy_ch_3":5.88982,"inten_cooc_entropy_ch_4":5.71986,"inten_cooc_max_ch_3":0.27044,"inten_cooc_max_ch_4":0.2956,"kurt_inten_ch_1":0.76138,"kurt_inten_ch_3":0.06282,"kurt_inten_ch_4":-0.57942,"length_ch_1":23.17766,"neighbor_avg_dist_ch_1":177.58825,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":71.22082,"perim_ch_1":74.85348,"shape_bfr_ch_1":0.70713,"shape_lwr_ch_1":1.06906,"shape_p_2_a_ch_1":1.21536,"skew_inten_ch_1":0.81637,"skew_inten_ch_3":0.94093,"skew_inten_ch_4":0.78687,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":102258,"total_inten_ch_2":90358,"total_inten_ch_3":174953,"total_inten_ch_4":44888,"var_inten_ch_1":198.44217,"var_inten_ch_3":542.87203,"var_inten_ch_4":145.23556,"width_ch_1":21.68049}
{"case":"Test","class":"WS","angle_ch_1":135.89543,"area_ch_1":497,"avg_inten_ch_1":27.69053,"avg_inten_ch_2":100.23368,"avg_inten_ch_3":18.90526,"avg_inten_ch_4":49.62737,"convex_hull_area_ratio_ch_1":1.29235,"convex_hull_perim_ratio_ch_1":0.83051,"diff_inten_density_ch_1":39.52934,"diff_inten_density_ch_3":15.52704,"diff_inten_density_ch_4":41.08055,"entropy_inten_ch_1":5.90462,"entropy_inten_ch_3":4.05794,"entropy_inten_ch_4":6.10953,"eq_circ_diam_ch_1":25.17799,"eq_ellipse_lwr_ch_1":2.32433,"eq_ellipse_oblate_vol_ch_1":1290.95429,"eq_ellipse_prolate_vol_ch_1":555.40919,"eq_sphere_area_ch_1":1991.55329,"eq_sphere_vol_ch_1":8357.2176,"fiber_align_2_ch_3":1.33835,"fiber_align_2_ch_4":1.73805,"fiber_length_ch_1":55.86546,"fiber_width_ch_1":9.38603,"inten_cooc_asm_ch_3":0.2108,"inten_cooc_asm_ch_4":0.03069,"inten_cooc_contrast_ch_3":2.49957,"inten_cooc_contrast_ch_4":10.34015,"inten_cooc_entropy_ch_3":4.23997,"inten_cooc_entropy_ch_4":6.70751,"inten_cooc_max_ch_3":0.46207,"inten_cooc_max_ch_4":0.15668,"kurt_inten_ch_1":-0.43524,"kurt_inten_ch_3":4.35734,"kurt_inten_ch_4":0.31257,"length_ch_1":43.36337,"neighbor_avg_dist_ch_1":198.62523,"neighbor_min_dist_ch_1":25.92079,"neighbor_var_dist_ch_1":102.88374,"perim_ch_1":130.50299,"shape_bfr_ch_1":0.52436,"shape_lwr_ch_1":1.98037,"shape_p_2_a_ch_1":2.58466,"skew_inten_ch_1":0.52521,"skew_inten_ch_3":2.11505,"skew_inten_ch_4":0.83425,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":13153,"total_inten_ch_2":47137,"total_inten_ch_3":8980,"total_inten_ch_4":23573,"var_inten_ch_1":20.36982,"var_inten_ch_3":31.40737,"var_inten_ch_4":46.07634,"width_ch_1":21.89664}
{"case":"Test","class":"WS","angle_ch_1":168.70279,"area_ch_1":298,"avg_inten_ch_1":176.61404,"avg_inten_ch_2":288.16842,"avg_inten_ch_3":100.37895,"avg_inten_ch_4":144.84561,"convex_hull_area_ratio_ch_1":1.03401,"convex_hull_perim_ratio_ch_1":0.96261,"diff_inten_density_ch_1":71.38346,"diff_inten_density_ch_3":74.04511,"diff_inten_density_ch_4":92.63534,"entropy_inten_ch_1":7.11281,"entropy_inten_ch_3":6.31683,"entropy_inten_ch_4":7.29115,"eq_circ_diam_ch_1":19.50279,"eq_ellipse_lwr_ch_1":1.12927,"eq_ellipse_oblate_vol_ch_1":418.20318,"eq_ellipse_prolate_vol_ch_1":370.33124,"eq_sphere_area_ch_1":1194.93197,"eq_sphere_vol_ch_1":3884.08375,"fiber_align_2_ch_3":1.73726,"fiber_align_2_ch_4":1.70561,"fiber_length_ch_1":16.75358,"fiber_width_ch_1":16.75358,"inten_cooc_asm_ch_3":0.03792,"inten_cooc_asm_ch_4":0.00842,"inten_cooc_contrast_ch_3":6.97646,"inten_cooc_contrast_ch_4":11.40595,"inten_cooc_entropy_ch_3":6.39505,"inten_cooc_entropy_ch_4":7.29531,"inten_cooc_max_ch_3":0.17978,"inten_cooc_max_ch_4":0.04494,"kurt_inten_ch_1":0.14385,"kurt_inten_ch_3":-0.43144,"kurt_inten_ch_4":-0.20227,"length_ch_1":21.88451,"neighbor_avg_dist_ch_1":195.87967,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":90.49325,"perim_ch_1":67.01432,"shape_bfr_ch_1":0.7009,"shape_lwr_ch_1":1.1237,"shape_p_2_a_ch_1":1.15968,"skew_inten_ch_1":-0.6217,"skew_inten_ch_3":0.71457,"skew_inten_ch_4":0.49413,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":50335,"total_inten_ch_2":81844,"total_inten_ch_3":28608,"total_inten_ch_4":41281,"var_inten_ch_1":59.21183,"var_inten_ch_3":94.08095,"var_inten_ch_4":98.78389,"width_ch_1":19.47544}
{"case":"Train","class":"PS","angle_ch_1":86.65844,"area_ch_1":569,"avg_inten_ch_1":46.37569,"avg_inten_ch_2":200.39227,"avg_inten_ch_3":90.26335,"avg_inten_ch_4":174.69061,"convex_hull_area_ratio_ch_1":1.25187,"convex_hull_perim_ratio_ch_1":0.73577,"diff_inten_density_ch_1":52.13821,"diff_inten_density_ch_3":75.75813,"diff_inten_density_ch_4":97.10366,"entropy_inten_ch_1":6.57434,"entropy_inten_ch_3":6.80344,"entropy_inten_ch_4":6.55101,"eq_circ_diam_ch_1":26.91994,"eq_ellipse_lwr_ch_1":3.68076,"eq_ellipse_oblate_vol_ch_1":1985.59176,"eq_ellipse_prolate_vol_ch_1":539.45178,"eq_sphere_area_ch_1":2276.65986,"eq_sphere_vol_ch_1":10214.59237,"fiber_align_2_ch_3":1.31458,"fiber_align_2_ch_4":1.30164,"fiber_length_ch_1":78.89534,"fiber_width_ch_1":7.55629,"inten_cooc_asm_ch_3":0.01917,"inten_cooc_asm_ch_4":0.06863,"inten_cooc_contrast_ch_3":10.47086,"inten_cooc_contrast_ch_4":4.53263,"inten_cooc_entropy_ch_3":6.96405,"inten_cooc_entropy_ch_4":5.85309,"inten_cooc_max_ch_3":0.118,"inten_cooc_max_ch_4":0.25207,"kurt_inten_ch_1":4.59418,"kurt_inten_ch_3":2.24471,"kurt_inten_ch_4":0.24105,"length_ch_1":54.289,"neighbor_avg_dist_ch_1":280.79447,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":134.47991,"perim_ch_1":172.90326,"shape_bfr_ch_1":0.57975,"shape_lwr_ch_1":3.00209,"shape_p_2_a_ch_1":3.99056,"skew_inten_ch_1":1.82282,"skew_inten_ch_3":1.52243,"skew_inten_ch_4":0.96387,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":25182,"total_inten_ch_2":108271,"total_inten_ch_3":49013,"total_inten_ch_4":94857,"var_inten_ch_1":41.30637,"var_inten_ch_3":94.30489,"var_inten_ch_4":174.87376,"width_ch_1":18.08371}
{"case":"Test","class":"WS","angle_ch_1":168.82288,"area_ch_1":562,"avg_inten_ch_1":595.527,"avg_inten_ch_2":609.69274,"avg_inten_ch_3":96.50652,"avg_inten_ch_4":561.62011,"convex_hull_area_ratio_ch_1":1.4424,"convex_hull_perim_ratio_ch_1":0.80203,"diff_inten_density_ch_1":225.99496,"diff_inten_density_ch_3":63.77543,"diff_inten_density_ch_4":327.70695,"entropy_inten_ch_1":8.66408,"entropy_inten_ch_3":6.36749,"entropy_inten_ch_4":7.56976,"eq_circ_diam_ch_1":26.7708,"eq_ellipse_lwr_ch_1":1.45382,"eq_ellipse_oblate_vol_ch_1":1227.26575,"eq_ellipse_prolate_vol_ch_1":844.165,"eq_sphere_area_ch_1":2251.5034,"eq_sphere_vol_ch_1":10045.75829,"fiber_align_2_ch_3":1.37675,"fiber_align_2_ch_4":1.25869,"fiber_length_ch_1":60.45107,"fiber_width_ch_1":9.67106,"inten_cooc_asm_ch_3":0.05946,"inten_cooc_asm_ch_4":0.03332,"inten_cooc_contrast_ch_3":4.84682,"inten_cooc_contrast_ch_4":6.00721,"inten_cooc_entropy_ch_3":6.05695,"inten_cooc_entropy_ch_4":6.45829,"inten_cooc_max_ch_3":0.23246,"inten_cooc_max_ch_4":0.16433,"kurt_inten_ch_1":-0.02217,"kurt_inten_ch_3":0.5002,"kurt_inten_ch_4":0.28468,"length_ch_1":40.74679,"neighbor_avg_dist_ch_1":256.66845,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":117.18426,"perim_ch_1":140.24425,"shape_bfr_ch_1":0.44366,"shape_lwr_ch_1":1.30867,"shape_p_2_a_ch_1":2.67719,"skew_inten_ch_1":0.87326,"skew_inten_ch_3":1.0656,"skew_inten_ch_4":1.04632,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":319798,"total_inten_ch_2":326869,"total_inten_ch_3":51824,"total_inten_ch_4":301590,"var_inten_ch_1":407.23384,"var_inten_ch_3":103.15901,"var_inten_ch_4":556.30192,"width_ch_1":31.13611}
{"case":"Train","class":"WS","angle_ch_1":100.81392,"area_ch_1":366,"avg_inten_ch_1":54.87714,"avg_inten_ch_2":211.58,"avg_inten_ch_3":36.56857,"avg_inten_ch_4":78.29714,"convex_hull_area_ratio_ch_1":1.10383,"convex_hull_perim_ratio_ch_1":0.93004,"diff_inten_density_ch_1":47.62519,"diff_inten_density_ch_3":32.40591,"diff_inten_density_ch_4":47.80871,"entropy_inten_ch_1":6.52101,"entropy_inten_ch_3":4.76467,"entropy_inten_ch_4":5.94619,"eq_circ_diam_ch_1":21.61266,"eq_ellipse_lwr_ch_1":3.08557,"eq_ellipse_oblate_vol_ch_1":940.7877,"eq_ellipse_prolate_vol_ch_1":304.89872,"eq_sphere_area_ch_1":1467.46032,"eq_sphere_vol_ch_1":5285.95379,"fiber_align_2_ch_3":1.13251,"fiber_align_2_ch_4":1.4003,"fiber_length_ch_1":37.92065,"fiber_width_ch_1":10.11681,"inten_cooc_asm_ch_3":0.12826,"inten_cooc_asm_ch_4":0.05086,"inten_cooc_contrast_ch_3":3.06073,"inten_cooc_contrast_ch_4":4.35493,"inten_cooc_entropy_ch_3":4.90544,"inten_cooc_entropy_ch_4":5.94603,"inten_cooc_max_ch_3":0.35455,"inten_cooc_max_ch_4":0.21515,"kurt_inten_ch_1":-0.3454,"kurt_inten_ch_3":4.80514,"kurt_inten_ch_4":-0.76011,"length_ch_1":38.36077,"neighbor_avg_dist_ch_1":203.24912,"neighbor_min_dist_ch_1":24.6566,"neighbor_var_dist_ch_1":85.59305,"perim_ch_1":96.07492,"shape_bfr_ch_1":0.67711,"shape_lwr_ch_1":2.716,"shape_p_2_a_ch_1":1.91464,"skew_inten_ch_1":0.39364,"skew_inten_ch_3":2.13666,"skew_inten_ch_4":0.72328,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":19207,"total_inten_ch_2":73704,"total_inten_ch_3":12799,"total_inten_ch_4":27404,"var_inten_ch_1":30.44263,"var_inten_ch_3":57.89394,"var_inten_ch_4":82.40168,"width_ch_1":14.12399}
{"case":"Train","class":"PS","angle_ch_1":106.43228,"area_ch_1":187,"avg_inten_ch_1":34.62011,"avg_inten_ch_2":45.39665,"avg_inten_ch_3":90.88827,"avg_inten_ch_4":95.03911,"convex_hull_area_ratio_ch_1":1.33246,"convex_hull_perim_ratio_ch_1":0.7712,"diff_inten_density_ch_1":48.03226,"diff_inten_density_ch_3":87.2129,"diff_inten_density_ch_4":66.8129,"entropy_inten_ch_1":5.9012,"entropy_inten_ch_3":6.49605,"entropy_inten_ch_4":5.46435,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":1.415,"eq_ellipse_oblate_vol_ch_1":233.01282,"eq_ellipse_prolate_vol_ch_1":164.67299,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.11436,"fiber_align_2_ch_4":1.50429,"fiber_length_ch_1":34.73431,"fiber_width_ch_1":5.76385,"inten_cooc_asm_ch_3":0.00763,"inten_cooc_asm_ch_4":0.06039,"inten_cooc_contrast_ch_3":33.18387,"inten_cooc_contrast_ch_4":5.72903,"inten_cooc_entropy_ch_3":7.34889,"inten_cooc_entropy_ch_4":5.76793,"inten_cooc_max_ch_3":0.03871,"inten_cooc_max_ch_4":0.23226,"kurt_inten_ch_1":3.2641,"kurt_inten_ch_3":5.42687,"kurt_inten_ch_4":-0.568,"length_ch_1":21.2644,"neighbor_avg_dist_ch_1":233.87391,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":113.73728,"perim_ch_1":80.99633,"shape_bfr_ch_1":0.50565,"shape_lwr_ch_1":1.21862,"shape_p_2_a_ch_1":2.60763,"skew_inten_ch_1":1.71749,"skew_inten_ch_3":2.21329,"skew_inten_ch_4":0.78047,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":6197,"total_inten_ch_2":7948,"total_inten_ch_3":16269,"total_inten_ch_4":17012,"var_inten_ch_1":30.56307,"var_inten_ch_3":79.82956,"var_inten_ch_4":99.13302,"width_ch_1":17.44957}
{"case":"Test","class":"PS","angle_ch_1":24.9076,"area_ch_1":267,"avg_inten_ch_1":15.67059,"avg_inten_ch_2":21.30588,"avg_inten_ch_3":9.93333,"avg_inten_ch_4":13.53725,"convex_hull_area_ratio_ch_1":1.36709,"convex_hull_perim_ratio_ch_1":0.79753,"diff_inten_density_ch_1":30.59821,"diff_inten_density_ch_3":18.94196,"diff_inten_density_ch_4":22.02679,"entropy_inten_ch_1":5.02974,"entropy_inten_ch_3":4.42474,"entropy_inten_ch_4":4.85986,"eq_circ_diam_ch_1":18.44779,"eq_ellipse_lwr_ch_1":1.92762,"eq_ellipse_oblate_vol_ch_1":462.42635,"eq_ellipse_prolate_vol_ch_1":239.89493,"eq_sphere_area_ch_1":1069.14966,"eq_sphere_vol_ch_1":3287.24116,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":41.41146,"fiber_width_ch_1":6.99863,"inten_cooc_asm_ch_3":0.01265,"inten_cooc_asm_ch_4":0.00824,"inten_cooc_contrast_ch_3":42.13836,"inten_cooc_contrast_ch_4":42.58547,"inten_cooc_entropy_ch_3":6.94928,"inten_cooc_entropy_ch_4":7.41818,"inten_cooc_max_ch_3":0.06306,"inten_cooc_max_ch_4":0.04505,"kurt_inten_ch_1":1.05308,"kurt_inten_ch_3":0.01079,"kurt_inten_ch_4":-0.36623,"length_ch_1":29.88098,"neighbor_avg_dist_ch_1":255.86668,"neighbor_min_dist_ch_1":52.48459,"neighbor_var_dist_ch_1":108.29859,"perim_ch_1":96.82017,"shape_bfr_ch_1":0.46028,"shape_lwr_ch_1":1.53756,"shape_p_2_a_ch_1":2.57387,"skew_inten_ch_1":1.03535,"skew_inten_ch_3":0.84491,"skew_inten_ch_4":0.5416,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":3996,"total_inten_ch_2":5179,"total_inten_ch_3":2533,"total_inten_ch_4":3452,"var_inten_ch_1":14.13469,"var_inten_ch_3":9.63121,"var_inten_ch_4":10.65712,"width_ch_1":19.43403}
{"case":"Test","class":"PS","angle_ch_1":165.9835,"area_ch_1":206,"avg_inten_ch_1":272.63452,"avg_inten_ch_2":253.60914,"avg_inten_ch_3":83.48223,"avg_inten_ch_4":141.39594,"convex_hull_area_ratio_ch_1":1.01703,"convex_hull_perim_ratio_ch_1":0.98132,"diff_inten_density_ch_1":103.32597,"diff_inten_density_ch_3":63.41989,"diff_inten_density_ch_4":87.64088,"entropy_inten_ch_1":7.23741,"entropy_inten_ch_3":5.59421,"entropy_inten_ch_4":6.89445,"eq_circ_diam_ch_1":16.21464,"eq_ellipse_lwr_ch_1":1.30778,"eq_ellipse_oblate_vol_ch_1":258.63563,"eq_ellipse_prolate_vol_ch_1":197.76681,"eq_sphere_area_ch_1":825.97052,"eq_sphere_vol_ch_1":2232.13591,"fiber_align_2_ch_3":1.49626,"fiber_align_2_ch_4":1.21922,"fiber_length_ch_1":13.83208,"fiber_width_ch_1":13.83208,"inten_cooc_asm_ch_3":0.06599,"inten_cooc_asm_ch_4":0.00834,"inten_cooc_contrast_ch_3":7.27203,"inten_cooc_contrast_ch_4":11.44731,"inten_cooc_entropy_ch_3":5.80647,"inten_cooc_entropy_ch_4":7.17764,"inten_cooc_max_ch_3":0.24581,"inten_cooc_max_ch_4":0.02732,"kurt_inten_ch_1":-0.77599,"kurt_inten_ch_3":1.95057,"kurt_inten_ch_4":-0.18214,"length_ch_1":19.11972,"neighbor_avg_dist_ch_1":211.57997,"neighbor_min_dist_ch_1":25.099,"neighbor_var_dist_ch_1":103.12584,"perim_ch_1":55.32834,"shape_bfr_ch_1":0.71304,"shape_lwr_ch_1":1.26233,"shape_p_2_a_ch_1":1.13092,"skew_inten_ch_1":-0.18626,"skew_inten_ch_3":1.24282,"skew_inten_ch_4":0.59104,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":53709,"total_inten_ch_2":49765,"total_inten_ch_3":16446,"total_inten_ch_4":27855,"var_inten_ch_1":124.33208,"var_inten_ch_3":84.13324,"var_inten_ch_4":98.01681,"width_ch_1":15.14641}
{"case":"Train","class":"PS","angle_ch_1":36.56717,"area_ch_1":171,"avg_inten_ch_1":96.69512,"avg_inten_ch_2":111.21951,"avg_inten_ch_3":216.09146,"avg_inten_ch_4":124.35366,"convex_hull_area_ratio_ch_1":1.23033,"convex_hull_perim_ratio_ch_1":0.90027,"diff_inten_density_ch_1":66.68276,"diff_inten_density_ch_3":139.14483,"diff_inten_density_ch_4":70.77241,"entropy_inten_ch_1":6.68735,"entropy_inten_ch_3":6.8846,"entropy_inten_ch_4":6.59378,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":1.95877,"eq_ellipse_oblate_vol_ch_1":240.42484,"eq_ellipse_prolate_vol_ch_1":122.74259,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.51866,"fiber_align_2_ch_4":1.81541,"fiber_length_ch_1":24.67118,"fiber_width_ch_1":7.42447,"inten_cooc_asm_ch_3":0.00965,"inten_cooc_asm_ch_4":0.00899,"inten_cooc_contrast_ch_3":10.74263,"inten_cooc_contrast_ch_4":13.55375,"inten_cooc_entropy_ch_3":6.96888,"inten_cooc_entropy_ch_4":7.05512,"inten_cooc_max_ch_3":0.0411,"inten_cooc_max_ch_4":0.02778,"kurt_inten_ch_1":-0.76243,"kurt_inten_ch_3":-0.66817,"kurt_inten_ch_4":0.90454,"length_ch_1":21.90814,"neighbor_avg_dist_ch_1":258.62612,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":116.70485,"perim_ch_1":64.19131,"shape_bfr_ch_1":0.55397,"shape_lwr_ch_1":1.54674,"shape_p_2_a_ch_1":1.79013,"skew_inten_ch_1":0.41691,"skew_inten_ch_3":0.36539,"skew_inten_ch_4":0.61901,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":15858,"total_inten_ch_2":18077,"total_inten_ch_3":35439,"total_inten_ch_4":20394,"var_inten_ch_1":62.15356,"var_inten_ch_3":151.17055,"var_inten_ch_4":73.69141,"width_ch_1":14.16408}
{"case":"Train","class":"WS","angle_ch_1":137.02285,"area_ch_1":263,"avg_inten_ch_1":901.97211,"avg_inten_ch_2":225.47809,"avg_inten_ch_3":16.33466,"avg_inten_ch_4":99.0757,"convex_hull_area_ratio_ch_1":1.03077,"convex_hull_perim_ratio_ch_1":0.96855,"diff_inten_density_ch_1":252.77682,"diff_inten_density_ch_3":21.18026,"diff_inten_density_ch_4":75.9485,"entropy_inten_ch_1":7.71551,"entropy_inten_ch_3":1.96283,"entropy_inten_ch_4":6.8405,"eq_circ_diam_ch_1":18.30253,"eq_ellipse_lwr_ch_1":1.25129,"eq_ellipse_oblate_vol_ch_1":363.84002,"eq_ellipse_prolate_vol_ch_1":290.77281,"eq_sphere_area_ch_1":1052.37868,"eq_sphere_vol_ch_1":3210.19843,"fiber_align_2_ch_3":1.63653,"fiber_align_2_ch_4":1.69609,"fiber_length_ch_1":15.72977,"fiber_width_ch_1":15.72977,"inten_cooc_asm_ch_3":0.51267,"inten_cooc_asm_ch_4":0.00652,"inten_cooc_contrast_ch_3":0.92489,"inten_cooc_contrast_ch_4":19.06652,"inten_cooc_entropy_ch_3":2.10832,"inten_cooc_entropy_ch_4":7.56053,"inten_cooc_max_ch_3":0.71674,"inten_cooc_max_ch_4":0.03004,"kurt_inten_ch_1":0.39611,"kurt_inten_ch_3":18.71743,"kurt_inten_ch_4":0.66147,"length_ch_1":21.70475,"neighbor_avg_dist_ch_1":206.19216,"neighbor_min_dist_ch_1":27.26103,"neighbor_var_dist_ch_1":101.58894,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.69401,"shape_lwr_ch_1":1.24268,"shape_p_2_a_ch_1":1.15595,"skew_inten_ch_1":-0.80726,"skew_inten_ch_3":4.2833,"skew_inten_ch_4":0.6811,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":226395,"total_inten_ch_2":56345,"total_inten_ch_3":4100,"total_inten_ch_4":24868,"var_inten_ch_1":350.00455,"var_inten_ch_3":55.79165,"var_inten_ch_4":67.32586,"width_ch_1":17.46601}
{"case":"Train","class":"PS","angle_ch_1":46.99582,"area_ch_1":224,"avg_inten_ch_1":61.88318,"avg_inten_ch_2":5.92523,"avg_inten_ch_3":143.04206,"avg_inten_ch_4":9.03271,"convex_hull_area_ratio_ch_1":1.38528,"convex_hull_perim_ratio_ch_1":0.8322,"diff_inten_density_ch_1":56.65684,"diff_inten_density_ch_3":106.13137,"diff_inten_density_ch_4":13.89008,"entropy_inten_ch_1":6.5362,"entropy_inten_ch_3":7.09642,"entropy_inten_ch_4":3.97034,"eq_circ_diam_ch_1":16.89978,"eq_ellipse_lwr_ch_1":2.91044,"eq_ellipse_oblate_vol_ch_1":436.83885,"eq_ellipse_prolate_vol_ch_1":150.09394,"eq_sphere_area_ch_1":897.24717,"eq_sphere_vol_ch_1":2527.21363,"fiber_align_2_ch_3":1.44331,"fiber_align_2_ch_4":1.68473,"fiber_length_ch_1":39.21578,"fiber_width_ch_1":6.17432,"inten_cooc_asm_ch_3":0.00743,"inten_cooc_asm_ch_4":0.0574,"inten_cooc_contrast_ch_3":15.9751,"inten_cooc_contrast_ch_4":12.7358,"inten_cooc_entropy_ch_3":7.32608,"inten_cooc_entropy_ch_4":5.79341,"inten_cooc_max_ch_3":0.02139,"inten_cooc_max_ch_4":0.22995,"kurt_inten_ch_1":-0.28622,"kurt_inten_ch_3":0.29941,"kurt_inten_ch_4":0.92747,"length_ch_1":31.23671,"neighbor_avg_dist_ch_1":209.04833,"neighbor_min_dist_ch_1":29.81378,"neighbor_var_dist_ch_1":104.16449,"perim_ch_1":90.78022,"shape_bfr_ch_1":0.53085,"shape_lwr_ch_1":2.30916,"shape_p_2_a_ch_1":2.70844,"skew_inten_ch_1":0.56085,"skew_inten_ch_3":0.80293,"skew_inten_ch_4":1.3246,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":13243,"total_inten_ch_2":1055,"total_inten_ch_3":30611,"total_inten_ch_4":1933,"var_inten_ch_1":40.56851,"var_inten_ch_3":101.65308,"var_inten_ch_4":11.2168,"width_ch_1":13.52731}
{"case":"Train","class":"PS","angle_ch_1":82.44721,"area_ch_1":214,"avg_inten_ch_1":36.35122,"avg_inten_ch_2":13.25366,"avg_inten_ch_3":83.91707,"avg_inten_ch_4":66.66829,"convex_hull_area_ratio_ch_1":1.06338,"convex_hull_perim_ratio_ch_1":0.93742,"diff_inten_density_ch_1":45.12903,"diff_inten_density_ch_3":63.56989,"diff_inten_density_ch_4":37.0914,"entropy_inten_ch_1":6.03321,"entropy_inten_ch_3":6.53023,"entropy_inten_ch_4":5.38991,"eq_circ_diam_ch_1":16.5406,"eq_ellipse_lwr_ch_1":2.30043,"eq_ellipse_oblate_vol_ch_1":364.13043,"eq_ellipse_prolate_vol_ch_1":158.2879,"eq_sphere_area_ch_1":859.51247,"eq_sphere_vol_ch_1":2369.47476,"fiber_align_2_ch_3":1.24715,"fiber_align_2_ch_4":1.34142,"fiber_length_ch_1":24.13068,"fiber_width_ch_1":9.25227,"inten_cooc_asm_ch_3":0.01561,"inten_cooc_asm_ch_4":0.06381,"inten_cooc_contrast_ch_3":9.55613,"inten_cooc_contrast_ch_4":4.08783,"inten_cooc_entropy_ch_3":6.77733,"inten_cooc_entropy_ch_4":5.71385,"inten_cooc_max_ch_3":0.09474,"inten_cooc_max_ch_4":0.24737,"kurt_inten_ch_1":-0.06807,"kurt_inten_ch_3":0.23747,"kurt_inten_ch_4":-1.42146,"length_ch_1":24.55445,"neighbor_avg_dist_ch_1":225.70414,"neighbor_min_dist_ch_1":20.57832,"neighbor_var_dist_ch_1":115.48669,"perim_ch_1":66.7659,"shape_bfr_ch_1":0.72286,"shape_lwr_ch_1":2.02826,"shape_p_2_a_ch_1":1.58884,"skew_inten_ch_1":0.60524,"skew_inten_ch_3":0.89945,"skew_inten_ch_4":0.24926,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":7452,"total_inten_ch_2":2513,"total_inten_ch_3":17203,"total_inten_ch_4":13667,"var_inten_ch_1":24.47006,"var_inten_ch_3":71.58783,"var_inten_ch_4":60.25221,"width_ch_1":12.10618}
{"case":"Train","class":"PS","angle_ch_1":80.64139,"area_ch_1":271,"avg_inten_ch_1":24.19305,"avg_inten_ch_2":1.11197,"avg_inten_ch_3":59.01544,"avg_inten_ch_4":65.25097,"convex_hull_area_ratio_ch_1":1.17002,"convex_hull_perim_ratio_ch_1":0.90625,"diff_inten_density_ch_1":37.01307,"diff_inten_density_ch_3":47.83224,"diff_inten_density_ch_4":44.20697,"entropy_inten_ch_1":5.60988,"entropy_inten_ch_3":6.50205,"entropy_inten_ch_4":5.22179,"eq_circ_diam_ch_1":18.59191,"eq_ellipse_lwr_ch_1":4.88329,"eq_ellipse_oblate_vol_ch_1":753.40351,"eq_ellipse_prolate_vol_ch_1":154.28182,"eq_sphere_area_ch_1":1085.92063,"eq_sphere_vol_ch_1":3364.89055,"fiber_align_2_ch_3":1.91174,"fiber_align_2_ch_4":1.37796,"fiber_length_ch_1":42.84586,"fiber_width_ch_1":6.69093,"inten_cooc_asm_ch_3":0.00783,"inten_cooc_asm_ch_4":0.09262,"inten_cooc_contrast_ch_3":26.08956,"inten_cooc_contrast_ch_4":4.56002,"inten_cooc_entropy_ch_3":7.45265,"inten_cooc_entropy_ch_4":5.39819,"inten_cooc_max_ch_3":0.04603,"inten_cooc_max_ch_4":0.31799,"kurt_inten_ch_1":0.17435,"kurt_inten_ch_3":5.2208,"kurt_inten_ch_4":-0.80975,"length_ch_1":40.729,"neighbor_avg_dist_ch_1":263.02414,"neighbor_min_dist_ch_1":42.87794,"neighbor_var_dist_ch_1":108.26222,"perim_ch_1":99.07359,"shape_bfr_ch_1":0.65983,"shape_lwr_ch_1":4.03185,"shape_p_2_a_ch_1":2.72463,"skew_inten_ch_1":0.79981,"skew_inten_ch_3":1.87828,"skew_inten_ch_4":0.72582,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6266,"total_inten_ch_2":30,"total_inten_ch_3":15285,"total_inten_ch_4":16900,"var_inten_ch_1":19.64063,"var_inten_ch_3":43.44668,"var_inten_ch_4":70.92768,"width_ch_1":10.10183}
{"case":"Train","class":"PS","angle_ch_1":172.8277,"area_ch_1":386,"avg_inten_ch_1":52.24661,"avg_inten_ch_2":65.81572,"avg_inten_ch_3":97.01084,"avg_inten_ch_4":138.25745,"convex_hull_area_ratio_ch_1":1.32686,"convex_hull_perim_ratio_ch_1":0.92836,"diff_inten_density_ch_1":47.25455,"diff_inten_density_ch_3":53.98182,"diff_inten_density_ch_4":65.40909,"entropy_inten_ch_1":6.63753,"entropy_inten_ch_3":7.20511,"entropy_inten_ch_4":7.30567,"eq_circ_diam_ch_1":22.19154,"eq_ellipse_lwr_ch_1":7.6043,"eq_ellipse_oblate_vol_ch_1":1598.78783,"eq_ellipse_prolate_vol_ch_1":210.24775,"eq_sphere_area_ch_1":1547.12245,"eq_sphere_vol_ch_1":5722.17117,"fiber_align_2_ch_3":1.79475,"fiber_align_2_ch_4":1.44603,"fiber_length_ch_1":61.0727,"fiber_width_ch_1":6.62918,"inten_cooc_asm_ch_3":0.00847,"inten_cooc_asm_ch_4":0.0138,"inten_cooc_contrast_ch_3":14.56846,"inten_cooc_contrast_ch_4":5.55851,"inten_cooc_entropy_ch_3":7.23769,"inten_cooc_entropy_ch_4":6.5843,"inten_cooc_max_ch_3":0.03468,"inten_cooc_max_ch_4":0.0578,"kurt_inten_ch_1":-0.44738,"kurt_inten_ch_3":0.44506,"kurt_inten_ch_4":-1.22147,"length_ch_1":57.01935,"neighbor_avg_dist_ch_1":246.40345,"neighbor_min_dist_ch_1":52.48459,"neighbor_var_dist_ch_1":107.60045,"perim_ch_1":135.40376,"shape_bfr_ch_1":0.66555,"shape_lwr_ch_1":5.5945,"shape_p_2_a_ch_1":3.60365,"skew_inten_ch_1":0.47387,"skew_inten_ch_3":0.71541,"skew_inten_ch_4":0.32327,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":19279,"total_inten_ch_2":23918,"total_inten_ch_3":35797,"total_inten_ch_4":51017,"var_inten_ch_1":33.8263,"var_inten_ch_3":58.6266,"var_inten_ch_4":107.88906,"width_ch_1":10.19204}
{"case":"Train","class":"WS","angle_ch_1":124.04449,"area_ch_1":275,"avg_inten_ch_1":133.38783,"avg_inten_ch_2":291.74525,"avg_inten_ch_3":51.41445,"avg_inten_ch_4":156.14829,"convex_hull_area_ratio_ch_1":1.05829,"convex_hull_perim_ratio_ch_1":0.95718,"diff_inten_density_ch_1":72.43388,"diff_inten_density_ch_3":50.95455,"diff_inten_density_ch_4":100.76446,"entropy_inten_ch_1":7.29811,"entropy_inten_ch_3":5.24061,"entropy_inten_ch_4":7.33824,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.86959,"eq_ellipse_oblate_vol_ch_1":477.01079,"eq_ellipse_prolate_vol_ch_1":255.14211,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1.76865,"fiber_align_2_ch_4":1.74146,"fiber_length_ch_1":24.22654,"fiber_width_ch_1":11.87652,"inten_cooc_asm_ch_3":0.07326,"inten_cooc_asm_ch_4":0.00738,"inten_cooc_contrast_ch_3":6.96296,"inten_cooc_contrast_ch_4":13.99112,"inten_cooc_entropy_ch_3":5.72134,"inten_cooc_entropy_ch_4":7.37305,"inten_cooc_max_ch_3":0.26531,"inten_cooc_max_ch_4":0.02857,"kurt_inten_ch_1":-0.76308,"kurt_inten_ch_3":5.51973,"kurt_inten_ch_4":0.12772,"length_ch_1":28.95745,"neighbor_avg_dist_ch_1":301.88167,"neighbor_min_dist_ch_1":28.83074,"neighbor_var_dist_ch_1":127.52955,"perim_ch_1":72.20612,"shape_bfr_ch_1":0.5783,"shape_lwr_ch_1":1.75905,"shape_p_2_a_ch_1":1.44197,"skew_inten_ch_1":-0.10167,"skew_inten_ch_3":2.41715,"skew_inten_ch_4":0.65068,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":35081,"total_inten_ch_2":76467,"total_inten_ch_3":13522,"total_inten_ch_4":41067,"var_inten_ch_1":66.67692,"var_inten_ch_3":83.56327,"var_inten_ch_4":100.46866,"width_ch_1":16.46197}
{"case":"Train","class":"WS","angle_ch_1":164.77932,"area_ch_1":154,"avg_inten_ch_1":256.83673,"avg_inten_ch_2":617.42857,"avg_inten_ch_3":88.72109,"avg_inten_ch_4":209.36054,"convex_hull_area_ratio_ch_1":1.07767,"convex_hull_perim_ratio_ch_1":0.95949,"diff_inten_density_ch_1":113.55513,"diff_inten_density_ch_3":48.87072,"diff_inten_density_ch_4":123.95817,"entropy_inten_ch_1":6.89522,"entropy_inten_ch_3":5.51504,"entropy_inten_ch_4":6.8483,"eq_circ_diam_ch_1":14.00661,"eq_ellipse_lwr_ch_1":2.27769,"eq_ellipse_oblate_vol_ch_1":220.01106,"eq_ellipse_prolate_vol_ch_1":96.5941,"eq_sphere_area_ch_1":616.33333,"eq_sphere_vol_ch_1":1438.78963,"fiber_align_2_ch_3":1.05594,"fiber_align_2_ch_4":1.75588,"fiber_length_ch_1":18.47401,"fiber_width_ch_1":8.76609,"inten_cooc_asm_ch_3":0.06468,"inten_cooc_asm_ch_4":0.0097,"inten_cooc_contrast_ch_3":3.99166,"inten_cooc_contrast_ch_4":7.9945,"inten_cooc_entropy_ch_3":5.57889,"inten_cooc_entropy_ch_4":6.90199,"inten_cooc_max_ch_3":0.24265,"inten_cooc_max_ch_4":0.03676,"kurt_inten_ch_1":-0.67132,"kurt_inten_ch_3":6.12499,"kurt_inten_ch_4":-0.63129,"length_ch_1":21.63944,"neighbor_avg_dist_ch_1":258.19925,"neighbor_min_dist_ch_1":20.8817,"neighbor_var_dist_ch_1":127.04557,"perim_ch_1":54.48018,"shape_bfr_ch_1":0.68935,"shape_lwr_ch_1":2.09496,"shape_p_2_a_ch_1":1.45847,"skew_inten_ch_1":-0.06431,"skew_inten_ch_3":1.99954,"skew_inten_ch_4":0.50853,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":37755,"total_inten_ch_2":90616,"total_inten_ch_3":13042,"total_inten_ch_4":30776,"var_inten_ch_1":117.83408,"var_inten_ch_3":95.08026,"var_inten_ch_4":144.4301,"width_ch_1":10.32928}
{"case":"Train","class":"PS","angle_ch_1":41.29999,"area_ch_1":208,"avg_inten_ch_1":108.09548,"avg_inten_ch_2":337.66332,"avg_inten_ch_3":30.23116,"avg_inten_ch_4":75.41709,"convex_hull_area_ratio_ch_1":1.05226,"convex_hull_perim_ratio_ch_1":0.97066,"diff_inten_density_ch_1":57.36565,"diff_inten_density_ch_3":24.12465,"diff_inten_density_ch_4":79.28809,"entropy_inten_ch_1":6.64322,"entropy_inten_ch_3":3.61306,"entropy_inten_ch_4":5.38925,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":2.15644,"eq_ellipse_oblate_vol_ch_1":337.18647,"eq_ellipse_prolate_vol_ch_1":156.36235,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.47584,"fiber_align_2_ch_4":1.88491,"fiber_length_ch_1":19.89191,"fiber_width_ch_1":11.0921,"inten_cooc_asm_ch_3":0.27103,"inten_cooc_asm_ch_4":0.0667,"inten_cooc_contrast_ch_3":2.11184,"inten_cooc_contrast_ch_4":10.34477,"inten_cooc_entropy_ch_3":3.77111,"inten_cooc_entropy_ch_4":5.72268,"inten_cooc_max_ch_3":0.51648,"inten_cooc_max_ch_4":0.25698,"kurt_inten_ch_1":-0.26274,"kurt_inten_ch_3":0.03301,"kurt_inten_ch_4":2.0884,"length_ch_1":24.16734,"neighbor_avg_dist_ch_1":237.34,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":130.67739,"perim_ch_1":61.96803,"shape_bfr_ch_1":0.68966,"shape_lwr_ch_1":1.93108,"shape_p_2_a_ch_1":1.38494,"skew_inten_ch_1":-0.08908,"skew_inten_ch_3":1.1717,"skew_inten_ch_4":1.63037,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":21511,"total_inten_ch_2":66997,"total_inten_ch_3":6016,"total_inten_ch_4":15008,"var_inten_ch_1":44.81302,"var_inten_ch_3":43.6705,"var_inten_ch_4":97.82259,"width_ch_1":12.51496}
{"case":"Test","class":"PS","angle_ch_1":18.33599,"area_ch_1":171,"avg_inten_ch_1":25.17683,"avg_inten_ch_2":216.62195,"avg_inten_ch_3":43.28049,"avg_inten_ch_4":2.90854,"convex_hull_area_ratio_ch_1":1.32766,"convex_hull_perim_ratio_ch_1":0.87882,"diff_inten_density_ch_1":36.38947,"diff_inten_density_ch_3":36.81053,"diff_inten_density_ch_4":5.1614,"entropy_inten_ch_1":5.59073,"entropy_inten_ch_3":6.07032,"entropy_inten_ch_4":1.22165,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":1.30606,"eq_ellipse_oblate_vol_ch_1":196.32214,"eq_ellipse_prolate_vol_ch_1":150.31605,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.7079,"fiber_align_2_ch_4":1.56653,"fiber_length_ch_1":29.28209,"fiber_width_ch_1":6.30907,"inten_cooc_asm_ch_3":0.00837,"inten_cooc_asm_ch_4":0.65519,"inten_cooc_contrast_ch_3":15.08771,"inten_cooc_contrast_ch_4":0.33672,"inten_cooc_entropy_ch_3":7.11768,"inten_cooc_entropy_ch_4":1.39168,"inten_cooc_max_ch_3":0.02113,"inten_cooc_max_ch_4":0.80986,"kurt_inten_ch_1":-0.44728,"kurt_inten_ch_3":-0.71937,"kurt_inten_ch_4":13.06581,"length_ch_1":22.98504,"neighbor_avg_dist_ch_1":275.43335,"neighbor_min_dist_ch_1":24.27098,"neighbor_var_dist_ch_1":141.15383,"perim_ch_1":71.18231,"shape_bfr_ch_1":0.43613,"shape_lwr_ch_1":1.34035,"shape_p_2_a_ch_1":2.18255,"skew_inten_ch_1":0.46806,"skew_inten_ch_3":0.55706,"skew_inten_ch_4":3.63121,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":4129,"total_inten_ch_2":35363,"total_inten_ch_3":7098,"total_inten_ch_4":477,"var_inten_ch_1":17.0333,"var_inten_ch_3":30.67941,"var_inten_ch_4":9.1843,"width_ch_1":17.14847}
{"case":"Test","class":"PS","angle_ch_1":13.54959,"area_ch_1":219,"avg_inten_ch_1":126.61722,"avg_inten_ch_2":509.25359,"avg_inten_ch_3":91.91866,"avg_inten_ch_4":396.13876,"convex_hull_area_ratio_ch_1":1.3918,"convex_hull_perim_ratio_ch_1":0.82384,"diff_inten_density_ch_1":73.80108,"diff_inten_density_ch_3":82.73118,"diff_inten_density_ch_4":229.8172,"entropy_inten_ch_1":6.9093,"entropy_inten_ch_3":6.41836,"entropy_inten_ch_4":5.43649,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":1.22521,"eq_ellipse_oblate_vol_ch_1":273.55558,"eq_ellipse_prolate_vol_ch_1":223.27309,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.43421,"fiber_align_2_ch_4":1.4006,"fiber_length_ch_1":34.03878,"fiber_width_ch_1":6.75926,"inten_cooc_asm_ch_3":0.01441,"inten_cooc_asm_ch_4":0.08697,"inten_cooc_contrast_ch_3":9.57918,"inten_cooc_contrast_ch_4":3.23965,"inten_cooc_entropy_ch_3":6.89007,"inten_cooc_entropy_ch_4":5.38893,"inten_cooc_max_ch_3":0.08421,"inten_cooc_max_ch_4":0.32105,"kurt_inten_ch_1":1.58585,"kurt_inten_ch_3":9.98578,"kurt_inten_ch_4":-1.12635,"length_ch_1":20.79404,"neighbor_avg_dist_ch_1":253.90962,"neighbor_min_dist_ch_1":21.88655,"neighbor_var_dist_ch_1":120.97088,"perim_ch_1":81.59607,"shape_bfr_ch_1":0.51861,"shape_lwr_ch_1":1.02362,"shape_p_2_a_ch_1":2.30278,"skew_inten_ch_1":0.99869,"skew_inten_ch_3":2.79526,"skew_inten_ch_4":0.63955,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":26463,"total_inten_ch_2":106226,"total_inten_ch_3":19211,"total_inten_ch_4":82793,"var_inten_ch_1":65.51173,"var_inten_ch_3":114.92277,"var_inten_ch_4":436.38802,"width_ch_1":20.31431}
{"case":"Train","class":"PS","angle_ch_1":92.34117,"area_ch_1":345,"avg_inten_ch_1":94.98182,"avg_inten_ch_2":175.01212,"avg_inten_ch_3":176.19697,"avg_inten_ch_4":246.48182,"convex_hull_area_ratio_ch_1":1.28058,"convex_hull_perim_ratio_ch_1":0.69081,"diff_inten_density_ch_1":70.3165,"diff_inten_density_ch_3":120.43098,"diff_inten_density_ch_4":173.67677,"entropy_inten_ch_1":7.11628,"entropy_inten_ch_3":6.73505,"entropy_inten_ch_4":7.03452,"eq_circ_diam_ch_1":20.98607,"eq_ellipse_lwr_ch_1":1.38916,"eq_ellipse_oblate_vol_ch_1":577.9214,"eq_ellipse_prolate_vol_ch_1":416.02186,"eq_sphere_area_ch_1":1383.60544,"eq_sphere_vol_ch_1":4839.40764,"fiber_align_2_ch_3":1.32884,"fiber_align_2_ch_4":1.48656,"fiber_length_ch_1":49.75538,"fiber_width_ch_1":7.32071,"inten_cooc_asm_ch_3":0.02712,"inten_cooc_asm_ch_4":0.01952,"inten_cooc_contrast_ch_3":6.18901,"inten_cooc_contrast_ch_4":10.9383,"inten_cooc_entropy_ch_3":6.46933,"inten_cooc_entropy_ch_4":6.94875,"inten_cooc_max_ch_3":0.15333,"inten_cooc_max_ch_4":0.11905,"kurt_inten_ch_1":2.49999,"kurt_inten_ch_3":3.74,"kurt_inten_ch_4":-1.03806,"length_ch_1":27.74525,"neighbor_avg_dist_ch_1":194.67304,"neighbor_min_dist_ch_1":36.06659,"neighbor_var_dist_ch_1":92.55972,"perim_ch_1":114.15218,"shape_bfr_ch_1":0.57365,"shape_lwr_ch_1":1.27664,"shape_p_2_a_ch_1":2.84684,"skew_inten_ch_1":1.65723,"skew_inten_ch_3":1.92101,"skew_inten_ch_4":0.2188,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":31344,"total_inten_ch_2":57425,"total_inten_ch_3":58145,"total_inten_ch_4":81339,"var_inten_ch_1":91.4888,"var_inten_ch_3":210.84935,"var_inten_ch_4":188.69535,"width_ch_1":21.73299}
{"case":"Train","class":"PS","angle_ch_1":86.28197,"area_ch_1":165,"avg_inten_ch_1":109.79114,"avg_inten_ch_2":173.50633,"avg_inten_ch_3":203.1519,"avg_inten_ch_4":245.68354,"convex_hull_area_ratio_ch_1":1.09036,"convex_hull_perim_ratio_ch_1":0.96494,"diff_inten_density_ch_1":78.39437,"diff_inten_density_ch_3":143.20423,"diff_inten_density_ch_4":142.4507,"entropy_inten_ch_1":6.60566,"entropy_inten_ch_3":5.65414,"entropy_inten_ch_4":6.60208,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":2.08563,"eq_ellipse_oblate_vol_ch_1":234.59883,"eq_ellipse_prolate_vol_ch_1":112.48342,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.18483,"fiber_align_2_ch_4":1.08603,"fiber_length_ch_1":18.61861,"fiber_width_ch_1":9.34543,"inten_cooc_asm_ch_3":0.06821,"inten_cooc_asm_ch_4":0.00941,"inten_cooc_contrast_ch_3":5.00358,"inten_cooc_contrast_ch_4":15.35836,"inten_cooc_entropy_ch_3":5.6906,"inten_cooc_entropy_ch_4":7.08143,"inten_cooc_max_ch_3":0.2517,"inten_cooc_max_ch_4":0.04082,"kurt_inten_ch_1":7.63357,"kurt_inten_ch_3":2.72526,"kurt_inten_ch_4":-0.7747,"length_ch_1":21.65392,"neighbor_avg_dist_ch_1":232.33834,"neighbor_min_dist_ch_1":15.35714,"neighbor_var_dist_ch_1":127.51321,"perim_ch_1":55.92807,"shape_bfr_ch_1":0.67261,"shape_lwr_ch_1":1.90431,"shape_p_2_a_ch_1":1.43054,"skew_inten_ch_1":2.04761,"skew_inten_ch_3":1.41032,"skew_inten_ch_4":-0.06957,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":17347,"total_inten_ch_2":27257,"total_inten_ch_3":32098,"total_inten_ch_4":38818,"var_inten_ch_1":69.65785,"var_inten_ch_3":217.39677,"var_inten_ch_4":145.12339,"width_ch_1":11.37098}
{"case":"Test","class":"WS","angle_ch_1":49.22016,"area_ch_1":166,"avg_inten_ch_1":683.24528,"avg_inten_ch_2":692.46541,"avg_inten_ch_3":244.53459,"avg_inten_ch_4":241.67925,"convex_hull_area_ratio_ch_1":1.02115,"convex_hull_perim_ratio_ch_1":0.97854,"diff_inten_density_ch_1":191.01379,"diff_inten_density_ch_3":183.31034,"diff_inten_density_ch_4":171.86207,"entropy_inten_ch_1":7.08647,"entropy_inten_ch_3":6.24869,"entropy_inten_ch_4":6.47294,"eq_circ_diam_ch_1":14.56709,"eq_ellipse_lwr_ch_1":1.1643,"eq_ellipse_oblate_vol_ch_1":176.94943,"eq_ellipse_prolate_vol_ch_1":151.9796,"eq_sphere_area_ch_1":666.64626,"eq_sphere_vol_ch_1":1618.51595,"fiber_align_2_ch_3":1.50012,"fiber_align_2_ch_4":1.32331,"fiber_length_ch_1":12.3842,"fiber_width_ch_1":12.3842,"inten_cooc_asm_ch_3":0.03413,"inten_cooc_asm_ch_4":0.01378,"inten_cooc_contrast_ch_3":8.48621,"inten_cooc_contrast_ch_4":10.81724,"inten_cooc_entropy_ch_3":6.41302,"inten_cooc_entropy_ch_4":6.91519,"inten_cooc_max_ch_3":0.16552,"inten_cooc_max_ch_4":0.08966,"kurt_inten_ch_1":-0.33239,"kurt_inten_ch_3":-0.65442,"kurt_inten_ch_4":-0.60311,"length_ch_1":16.87191,"neighbor_avg_dist_ch_1":239.59006,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":124.43754,"perim_ch_1":49.53679,"shape_bfr_ch_1":0.67415,"shape_lwr_ch_1":1.15145,"shape_p_2_a_ch_1":1.12566,"skew_inten_ch_1":-0.80866,"skew_inten_ch_3":0.6556,"skew_inten_ch_4":0.58641,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":108636,"total_inten_ch_2":109944,"total_inten_ch_3":38881,"total_inten_ch_4":38427,"var_inten_ch_1":265.21283,"var_inten_ch_3":219.05233,"var_inten_ch_4":200.2421,"width_ch_1":14.65269}
{"case":"Test","class":"WS","angle_ch_1":64.51867,"area_ch_1":155,"avg_inten_ch_1":105.35135,"avg_inten_ch_2":290.37162,"avg_inten_ch_3":1.18919,"avg_inten_ch_4":11.93919,"convex_hull_area_ratio_ch_1":1.0381,"convex_hull_perim_ratio_ch_1":0.97974,"diff_inten_density_ch_1":67.72453,"diff_inten_density_ch_3":4.07925,"diff_inten_density_ch_4":14.93208,"entropy_inten_ch_1":6.49118,"entropy_inten_ch_3":0.66962,"entropy_inten_ch_4":4.09662,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":1.92332,"eq_ellipse_oblate_vol_ch_1":204.23947,"eq_ellipse_prolate_vol_ch_1":106.19121,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.44637,"fiber_length_ch_1":15.12726,"fiber_width_ch_1":10.91336,"inten_cooc_asm_ch_3":0.76977,"inten_cooc_asm_ch_4":0.11264,"inten_cooc_contrast_ch_3":0.18961,"inten_cooc_contrast_ch_4":8.86428,"inten_cooc_entropy_ch_3":0.84485,"inten_cooc_entropy_ch_4":5.11293,"inten_cooc_max_ch_3":0.87597,"inten_cooc_max_ch_4":0.33088,"kurt_inten_ch_1":-0.85077,"kurt_inten_ch_3":16.57611,"kurt_inten_ch_4":0.08743,"length_ch_1":20.64338,"neighbor_avg_dist_ch_1":228.25036,"neighbor_min_dist_ch_1":21.98212,"neighbor_var_dist_ch_1":110.15663,"perim_ch_1":52.08125,"shape_bfr_ch_1":0.6517,"shape_lwr_ch_1":1.79024,"shape_p_2_a_ch_1":1.30747,"skew_inten_ch_1":-0.26447,"skew_inten_ch_3":4.08043,"skew_inten_ch_4":1.00715,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":15592,"total_inten_ch_2":42828,"total_inten_ch_3":176,"total_inten_ch_4":1767,"var_inten_ch_1":50.41569,"var_inten_ch_3":4.46662,"var_inten_ch_4":13.94886,"width_ch_1":11.53109}
{"case":"Test","class":"PS","angle_ch_1":63.97093,"area_ch_1":163,"avg_inten_ch_1":32.58974,"avg_inten_ch_2":243.12821,"avg_inten_ch_3":8.66026,"avg_inten_ch_4":46.90385,"convex_hull_area_ratio_ch_1":1.11614,"convex_hull_perim_ratio_ch_1":0.94178,"diff_inten_density_ch_1":41.83032,"diff_inten_density_ch_3":15.61372,"diff_inten_density_ch_4":48.38628,"entropy_inten_ch_1":5.73629,"entropy_inten_ch_3":2.14143,"entropy_inten_ch_4":4.29464,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":1.23353,"eq_ellipse_oblate_vol_ch_1":177.00376,"eq_ellipse_prolate_vol_ch_1":143.49422,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.88935,"fiber_align_2_ch_4":1.57772,"fiber_length_ch_1":21.56904,"fiber_width_ch_1":8.05492,"inten_cooc_asm_ch_3":0.46485,"inten_cooc_asm_ch_4":0.15073,"inten_cooc_contrast_ch_3":2.05251,"inten_cooc_contrast_ch_4":5.35526,"inten_cooc_entropy_ch_3":2.45712,"inten_cooc_entropy_ch_4":4.70963,"inten_cooc_max_ch_3":0.68085,"inten_cooc_max_ch_4":0.38235,"kurt_inten_ch_1":-0.58087,"kurt_inten_ch_3":8.84473,"kurt_inten_ch_4":0.98307,"length_ch_1":18.31366,"neighbor_avg_dist_ch_1":185.45135,"neighbor_min_dist_ch_1":20.73056,"neighbor_var_dist_ch_1":79.27421,"perim_ch_1":59.24792,"shape_bfr_ch_1":0.54129,"shape_lwr_ch_1":1.11025,"shape_p_2_a_ch_1":1.60784,"skew_inten_ch_1":0.33501,"skew_inten_ch_3":2.90341,"skew_inten_ch_4":1.25841,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5084,"total_inten_ch_2":37773,"total_inten_ch_3":1351,"total_inten_ch_4":7317,"var_inten_ch_1":20.5825,"var_inten_ch_3":19.98509,"var_inten_ch_4":60.48223,"width_ch_1":16.49514}
{"case":"Train","class":"WS","angle_ch_1":60.89966,"area_ch_1":280,"avg_inten_ch_1":91.21269,"avg_inten_ch_2":255.39179,"avg_inten_ch_3":29.8097,"avg_inten_ch_4":104.79104,"convex_hull_area_ratio_ch_1":1.03249,"convex_hull_perim_ratio_ch_1":0.9779,"diff_inten_density_ch_1":55.77756,"diff_inten_density_ch_3":25.04409,"diff_inten_density_ch_4":57.62124,"entropy_inten_ch_1":6.9051,"entropy_inten_ch_3":4.4041,"entropy_inten_ch_4":5.91538,"eq_circ_diam_ch_1":18.91218,"eq_ellipse_lwr_ch_1":1.18377,"eq_ellipse_oblate_vol_ch_1":390.44218,"eq_ellipse_prolate_vol_ch_1":329.83045,"eq_sphere_area_ch_1":1123.65533,"eq_sphere_vol_ch_1":3541.79554,"fiber_align_2_ch_3":1.48034,"fiber_align_2_ch_4":1.32695,"fiber_length_ch_1":16.24167,"fiber_width_ch_1":16.24167,"inten_cooc_asm_ch_3":0.17659,"inten_cooc_asm_ch_4":0.07248,"inten_cooc_contrast_ch_3":3.05375,"inten_cooc_contrast_ch_4":4.07267,"inten_cooc_entropy_ch_3":4.55801,"inten_cooc_entropy_ch_4":5.61401,"inten_cooc_max_ch_3":0.42,"inten_cooc_max_ch_4":0.264,"kurt_inten_ch_1":-0.52879,"kurt_inten_ch_3":0.80911,"kurt_inten_ch_4":0.11071,"length_ch_1":22.47402,"neighbor_avg_dist_ch_1":187.86247,"neighbor_min_dist_ch_1":24.74148,"neighbor_var_dist_ch_1":84.49624,"perim_ch_1":64.9667,"shape_bfr_ch_1":0.65477,"shape_lwr_ch_1":1.17728,"shape_p_2_a_ch_1":1.15678,"skew_inten_ch_1":0.30961,"skew_inten_ch_3":1.38416,"skew_inten_ch_4":0.99681,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":24445,"total_inten_ch_2":68178,"total_inten_ch_3":7989,"total_inten_ch_4":28084,"var_inten_ch_1":48.9059,"var_inten_ch_3":42.4763,"var_inten_ch_4":109.00819,"width_ch_1":19.08984}
{"case":"Test","class":"PS","angle_ch_1":80.90952,"area_ch_1":224,"avg_inten_ch_1":51.56075,"avg_inten_ch_2":302.67757,"avg_inten_ch_3":60.07009,"avg_inten_ch_4":163.06075,"convex_hull_area_ratio_ch_1":1.04612,"convex_hull_perim_ratio_ch_1":0.95426,"diff_inten_density_ch_1":50.59184,"diff_inten_density_ch_3":58.42347,"diff_inten_density_ch_4":74.26531,"entropy_inten_ch_1":6.33863,"entropy_inten_ch_3":4.84293,"entropy_inten_ch_4":6.78927,"eq_circ_diam_ch_1":16.89978,"eq_ellipse_lwr_ch_1":1.70833,"eq_ellipse_oblate_vol_ch_1":334.67902,"eq_ellipse_prolate_vol_ch_1":195.9097,"eq_sphere_area_ch_1":897.24717,"eq_sphere_vol_ch_1":2527.21363,"fiber_align_2_ch_3":1.47261,"fiber_align_2_ch_4":1.50266,"fiber_length_ch_1":19.75486,"fiber_width_ch_1":11.79251,"inten_cooc_asm_ch_3":0.12623,"inten_cooc_asm_ch_4":0.00954,"inten_cooc_contrast_ch_3":4.41927,"inten_cooc_contrast_ch_4":7.49531,"inten_cooc_entropy_ch_3":4.99179,"inten_cooc_entropy_ch_4":6.97821,"inten_cooc_max_ch_3":0.34896,"inten_cooc_max_ch_4":0.035,"kurt_inten_ch_1":5.28489,"kurt_inten_ch_3":10.84924,"kurt_inten_ch_4":-0.84014,"length_ch_1":23.3732,"neighbor_avg_dist_ch_1":223.2179,"neighbor_min_dist_ch_1":30.23273,"neighbor_var_dist_ch_1":104.16927,"perim_ch_1":63.09474,"shape_bfr_ch_1":0.68197,"shape_lwr_ch_1":1.66092,"shape_p_2_a_ch_1":1.35986,"skew_inten_ch_1":2.25598,"skew_inten_ch_3":3.12037,"skew_inten_ch_4":0.11659,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":11034,"total_inten_ch_2":64560,"total_inten_ch_3":12855,"total_inten_ch_4":34895,"var_inten_ch_1":56.75841,"var_inten_ch_3":111.45319,"var_inten_ch_4":100.73501,"width_ch_1":14.07248}
{"case":"Train","class":"WS","angle_ch_1":74.08089,"area_ch_1":157,"avg_inten_ch_1":1221.71333,"avg_inten_ch_2":616.88,"avg_inten_ch_3":96.62667,"avg_inten_ch_4":364.88,"convex_hull_area_ratio_ch_1":1.01266,"convex_hull_perim_ratio_ch_1":0.98696,"diff_inten_density_ch_1":383.38971,"diff_inten_density_ch_3":47.52206,"diff_inten_density_ch_4":177.58088,"entropy_inten_ch_1":7.18882,"entropy_inten_ch_3":6.50529,"entropy_inten_ch_4":7.05045,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.17268,"eq_ellipse_oblate_vol_ch_1":162.72304,"eq_ellipse_prolate_vol_ch_1":138.76113,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.02281,"fiber_align_2_ch_4":1.49248,"fiber_length_ch_1":11.9344,"fiber_width_ch_1":11.9344,"inten_cooc_asm_ch_3":0.00842,"inten_cooc_asm_ch_4":0.009,"inten_cooc_contrast_ch_3":13.95239,"inten_cooc_contrast_ch_4":9.5628,"inten_cooc_entropy_ch_3":7.11852,"inten_cooc_entropy_ch_4":7.00374,"inten_cooc_max_ch_3":0.0365,"inten_cooc_max_ch_4":0.02222,"kurt_inten_ch_1":-0.70253,"kurt_inten_ch_3":-0.2864,"kurt_inten_ch_4":-0.67839,"length_ch_1":16.17225,"neighbor_avg_dist_ch_1":198.00858,"neighbor_min_dist_ch_1":32.05031,"neighbor_var_dist_ch_1":76.15557,"perim_ch_1":47.73759,"shape_bfr_ch_1":0.6845,"shape_lwr_ch_1":1.13864,"shape_p_2_a_ch_1":1.095,"skew_inten_ch_1":-0.41431,"skew_inten_ch_3":0.60899,"skew_inten_ch_4":0.3531,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":183257,"total_inten_ch_2":92383,"total_inten_ch_3":14494,"total_inten_ch_4":54732,"var_inten_ch_1":480.76521,"var_inten_ch_3":47.70333,"var_inten_ch_4":192.90633,"width_ch_1":14.20315}
{"case":"Train","class":"WS","angle_ch_1":88.10731,"area_ch_1":563,"avg_inten_ch_1":70.62454,"avg_inten_ch_2":250.56506,"avg_inten_ch_3":50.49628,"avg_inten_ch_4":72.94424,"convex_hull_area_ratio_ch_1":1.20018,"convex_hull_perim_ratio_ch_1":0.88095,"diff_inten_density_ch_1":54.28103,"diff_inten_density_ch_3":50.45184,"diff_inten_density_ch_4":59.44091,"entropy_inten_ch_1":7.07259,"entropy_inten_ch_3":5.54101,"entropy_inten_ch_4":5.98942,"eq_circ_diam_ch_1":26.79572,"eq_ellipse_lwr_ch_1":1.62867,"eq_ellipse_oblate_vol_ch_1":1302.59968,"eq_ellipse_prolate_vol_ch_1":799.79551,"eq_sphere_area_ch_1":2255.69615,"eq_sphere_vol_ch_1":10073.83213,"fiber_align_2_ch_3":1.67439,"fiber_align_2_ch_4":1.73952,"fiber_length_ch_1":45.76727,"fiber_width_ch_1":12.75671,"inten_cooc_asm_ch_3":0.07854,"inten_cooc_asm_ch_4":0.07102,"inten_cooc_contrast_ch_3":6.33336,"inten_cooc_contrast_ch_4":7.66989,"inten_cooc_entropy_ch_3":5.7999,"inten_cooc_entropy_ch_4":6.02623,"inten_cooc_max_ch_3":0.27647,"inten_cooc_max_ch_4":0.25553,"kurt_inten_ch_1":-0.02059,"kurt_inten_ch_3":4.09585,"kurt_inten_ch_4":-0.15787,"length_ch_1":41.0653,"neighbor_avg_dist_ch_1":230.79928,"neighbor_min_dist_ch_1":36.2839,"neighbor_var_dist_ch_1":120.93778,"perim_ch_1":117.04795,"shape_bfr_ch_1":0.55084,"shape_lwr_ch_1":1.64723,"shape_p_2_a_ch_1":1.86733,"skew_inten_ch_1":0.70291,"skew_inten_ch_3":2.03053,"skew_inten_ch_4":0.82521,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":13,"total_inten_ch_1":37996,"total_inten_ch_2":134267,"total_inten_ch_3":27167,"total_inten_ch_4":39244,"var_inten_ch_1":48.12268,"var_inten_ch_3":74.42599,"var_inten_ch_4":75.72142,"width_ch_1":24.92998}
{"case":"Train","class":"PS","angle_ch_1":179.09182,"area_ch_1":184,"avg_inten_ch_1":142.4375,"avg_inten_ch_2":21.5625,"avg_inten_ch_3":291.09659,"avg_inten_ch_4":17.96023,"convex_hull_area_ratio_ch_1":1.12925,"convex_hull_perim_ratio_ch_1":0.94293,"diff_inten_density_ch_1":136.06109,"diff_inten_density_ch_3":302.3955,"diff_inten_density_ch_4":16.78778,"entropy_inten_ch_1":6.77253,"entropy_inten_ch_3":6.71363,"entropy_inten_ch_4":5.27905,"eq_circ_diam_ch_1":15.32606,"eq_ellipse_lwr_ch_1":4.33247,"eq_ellipse_oblate_vol_ch_1":397.51951,"eq_ellipse_prolate_vol_ch_1":91.7535,"eq_sphere_area_ch_1":737.9229,"eq_sphere_vol_ch_1":1884.90861,"fiber_align_2_ch_3":1.73235,"fiber_align_2_ch_4":1.51288,"fiber_length_ch_1":30.69061,"fiber_width_ch_1":6.27567,"inten_cooc_asm_ch_3":0.01243,"inten_cooc_asm_ch_4":0.01123,"inten_cooc_contrast_ch_3":12.85224,"inten_cooc_contrast_ch_4":12.73754,"inten_cooc_entropy_ch_3":6.8167,"inten_cooc_entropy_ch_4":6.97149,"inten_cooc_max_ch_3":0.06135,"inten_cooc_max_ch_4":0.06748,"kurt_inten_ch_1":4.16785,"kurt_inten_ch_3":5.40025,"kurt_inten_ch_4":0.24102,"length_ch_1":28.7442,"neighbor_avg_dist_ch_1":256.50842,"neighbor_min_dist_ch_1":47.09524,"neighbor_var_dist_ch_1":105.87121,"perim_ch_1":73.93257,"shape_bfr_ch_1":0.7806,"shape_lwr_ch_1":3.49605,"shape_p_2_a_ch_1":2.25836,"skew_inten_ch_1":2.17831,"skew_inten_ch_3":2.40755,"skew_inten_ch_4":0.93302,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":25069,"total_inten_ch_2":3620,"total_inten_ch_3":51233,"total_inten_ch_4":3161,"var_inten_ch_1":189.84035,"var_inten_ch_3":471.43047,"var_inten_ch_4":16.63217,"width_ch_1":8.2219}
{"case":"Test","class":"PS","angle_ch_1":174.8406,"area_ch_1":168,"avg_inten_ch_1":19.03727,"avg_inten_ch_2":7.49689,"avg_inten_ch_3":24.26087,"avg_inten_ch_4":2.98137,"convex_hull_area_ratio_ch_1":1.17251,"convex_hull_perim_ratio_ch_1":0.88111,"diff_inten_density_ch_1":35.38298,"diff_inten_density_ch_3":28.92199,"diff_inten_density_ch_4":10.1773,"entropy_inten_ch_1":5.08681,"entropy_inten_ch_3":5.48467,"entropy_inten_ch_4":2.41745,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":3.0051,"eq_ellipse_oblate_vol_ch_1":289.66085,"eq_ellipse_prolate_vol_ch_1":96.38977,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":27.77868,"fiber_width_ch_1":6.45242,"inten_cooc_asm_ch_3":0.00679,"inten_cooc_asm_ch_4":0.15992,"inten_cooc_contrast_ch_3":35.52978,"inten_cooc_contrast_ch_4":9.09572,"inten_cooc_entropy_ch_3":7.35502,"inten_cooc_entropy_ch_4":3.92976,"inten_cooc_max_ch_3":0.01724,"inten_cooc_max_ch_4":0.38686,"kurt_inten_ch_1":0.33251,"kurt_inten_ch_3":-0.45231,"kurt_inten_ch_4":2.51881,"length_ch_1":25.02428,"neighbor_avg_dist_ch_1":220.03918,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":94.86394,"perim_ch_1":68.4622,"shape_bfr_ch_1":0.6328,"shape_lwr_ch_1":2.34816,"shape_p_2_a_ch_1":2.08092,"skew_inten_ch_1":0.87405,"skew_inten_ch_3":0.44082,"skew_inten_ch_4":1.86169,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":3065,"total_inten_ch_2":1047,"total_inten_ch_3":3906,"total_inten_ch_4":480,"var_inten_ch_1":16.61358,"var_inten_ch_3":15.52178,"var_inten_ch_4":5.21997,"width_ch_1":10.65695}
{"case":"Train","class":"PS","angle_ch_1":86.40789,"area_ch_1":315,"avg_inten_ch_1":45.59136,"avg_inten_ch_2":136.95349,"avg_inten_ch_3":39.36877,"avg_inten_ch_4":25.45183,"convex_hull_area_ratio_ch_1":1.05145,"convex_hull_perim_ratio_ch_1":0.95237,"diff_inten_density_ch_1":43.75862,"diff_inten_density_ch_3":30.73503,"diff_inten_density_ch_4":20.24501,"entropy_inten_ch_1":6.28454,"entropy_inten_ch_3":4.62754,"entropy_inten_ch_4":4.84434,"eq_circ_diam_ch_1":20.04276,"eq_ellipse_lwr_ch_1":3.51892,"eq_ellipse_oblate_vol_ch_1":801.26474,"eq_ellipse_prolate_vol_ch_1":227.70185,"eq_sphere_area_ch_1":1262.01587,"eq_sphere_vol_ch_1":4215.71302,"fiber_align_2_ch_3":1.55095,"fiber_align_2_ch_4":1.06235,"fiber_length_ch_1":36.58188,"fiber_width_ch_1":8.91113,"inten_cooc_asm_ch_3":0.14891,"inten_cooc_asm_ch_4":0.07583,"inten_cooc_contrast_ch_3":4.41083,"inten_cooc_contrast_ch_4":5.54288,"inten_cooc_entropy_ch_3":4.80592,"inten_cooc_entropy_ch_4":5.60523,"inten_cooc_max_ch_3":0.39373,"inten_cooc_max_ch_4":0.26136,"kurt_inten_ch_1":-0.57086,"kurt_inten_ch_3":-0.88817,"kurt_inten_ch_4":-0.21327,"length_ch_1":38.25554,"neighbor_avg_dist_ch_1":196.43654,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":98.35554,"perim_ch_1":90.98601,"shape_bfr_ch_1":0.70145,"shape_lwr_ch_1":3.25373,"shape_p_2_a_ch_1":2.02087,"skew_inten_ch_1":0.20155,"skew_inten_ch_3":0.74018,"skew_inten_ch_4":1.00451,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":13723,"total_inten_ch_2":40923,"total_inten_ch_3":11850,"total_inten_ch_4":7661,"var_inten_ch_1":24.09924,"var_inten_ch_3":45.2345,"var_inten_ch_4":29.75596,"width_ch_1":11.75746}
{"case":"Train","class":"PS","angle_ch_1":86.79409,"area_ch_1":225,"avg_inten_ch_1":71.14419,"avg_inten_ch_2":275.86512,"avg_inten_ch_3":153.63256,"avg_inten_ch_4":176.0186,"convex_hull_area_ratio_ch_1":1.32084,"convex_hull_perim_ratio_ch_1":0.73949,"diff_inten_density_ch_1":61.41689,"diff_inten_density_ch_3":106.07124,"diff_inten_density_ch_4":99.51715,"entropy_inten_ch_1":6.74862,"entropy_inten_ch_3":7.02437,"entropy_inten_ch_4":5.91902,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.28652,"eq_ellipse_oblate_vol_ch_1":292.47437,"eq_ellipse_prolate_vol_ch_1":227.33728,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.79432,"fiber_align_2_ch_4":1.28486,"fiber_length_ch_1":38.65713,"fiber_width_ch_1":6.14831,"inten_cooc_asm_ch_3":0.00878,"inten_cooc_asm_ch_4":0.042,"inten_cooc_contrast_ch_3":12.50114,"inten_cooc_contrast_ch_4":4.13103,"inten_cooc_entropy_ch_3":7.14314,"inten_cooc_entropy_ch_4":5.98836,"inten_cooc_max_ch_3":0.04167,"inten_cooc_max_ch_4":0.1875,"kurt_inten_ch_1":0.70138,"kurt_inten_ch_3":1.10289,"kurt_inten_ch_4":-1.13831,"length_ch_1":21.75263,"neighbor_avg_dist_ch_1":303.32163,"neighbor_min_dist_ch_1":34.41584,"neighbor_var_dist_ch_1":124.60175,"perim_ch_1":89.61089,"shape_bfr_ch_1":0.60587,"shape_lwr_ch_1":1.27211,"shape_p_2_a_ch_1":2.68858,"skew_inten_ch_1":0.87821,"skew_inten_ch_3":1.00961,"skew_inten_ch_4":0.57735,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":15296,"total_inten_ch_2":59097,"total_inten_ch_3":33031,"total_inten_ch_4":37844,"var_inten_ch_1":49.24653,"var_inten_ch_3":115.94798,"var_inten_ch_4":184.18678,"width_ch_1":17.09964}
{"case":"Test","class":"WS","angle_ch_1":161.46521,"area_ch_1":264,"avg_inten_ch_1":705.73016,"avg_inten_ch_2":444.73016,"avg_inten_ch_3":169.04762,"avg_inten_ch_4":199.15873,"convex_hull_area_ratio_ch_1":1.1581,"convex_hull_perim_ratio_ch_1":0.93914,"diff_inten_density_ch_1":243.18615,"diff_inten_density_ch_3":150.88312,"diff_inten_density_ch_4":115.74026,"entropy_inten_ch_1":7.81855,"entropy_inten_ch_3":4.78304,"entropy_inten_ch_4":6.98432,"eq_circ_diam_ch_1":18.33895,"eq_ellipse_lwr_ch_1":2.19815,"eq_ellipse_oblate_vol_ch_1":485.12164,"eq_ellipse_prolate_vol_ch_1":220.69581,"eq_sphere_area_ch_1":1056.57143,"eq_sphere_vol_ch_1":3229.40198,"fiber_align_2_ch_3":1.71107,"fiber_align_2_ch_4":1.63508,"fiber_length_ch_1":26.20156,"fiber_width_ch_1":10.50124,"inten_cooc_asm_ch_3":0.17607,"inten_cooc_asm_ch_4":0.01694,"inten_cooc_contrast_ch_3":3.57377,"inten_cooc_contrast_ch_4":8.04448,"inten_cooc_entropy_ch_3":4.55021,"inten_cooc_entropy_ch_4":6.85259,"inten_cooc_max_ch_3":0.42982,"inten_cooc_max_ch_4":0.10088,"kurt_inten_ch_1":-0.3386,"kurt_inten_ch_3":3.25623,"kurt_inten_ch_4":0.91272,"length_ch_1":26.23161,"neighbor_avg_dist_ch_1":162.2643,"neighbor_min_dist_ch_1":24.61405,"neighbor_var_dist_ch_1":67.98917,"perim_ch_1":73.40559,"shape_bfr_ch_1":0.70682,"shape_lwr_ch_1":1.84128,"shape_p_2_a_ch_1":1.5584,"skew_inten_ch_1":-0.13447,"skew_inten_ch_3":1.89392,"skew_inten_ch_4":0.92108,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":177844,"total_inten_ch_2":111821,"total_inten_ch_3":42600,"total_inten_ch_4":50188,"var_inten_ch_1":275.3903,"var_inten_ch_3":258.91398,"var_inten_ch_4":151.2415,"width_ch_1":14.24641}
{"case":"Test","class":"PS","angle_ch_1":25.37874,"area_ch_1":165,"avg_inten_ch_1":65.96835,"avg_inten_ch_2":190.83544,"avg_inten_ch_3":36.61392,"avg_inten_ch_4":54.99367,"convex_hull_area_ratio_ch_1":1.07391,"convex_hull_perim_ratio_ch_1":0.96198,"diff_inten_density_ch_1":50.88732,"diff_inten_density_ch_3":32.83099,"diff_inten_density_ch_4":40.40141,"entropy_inten_ch_1":6.29582,"entropy_inten_ch_3":4.34215,"entropy_inten_ch_4":5.38291,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":1.84451,"eq_ellipse_oblate_vol_ch_1":220.62138,"eq_ellipse_prolate_vol_ch_1":119.6098,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.36604,"fiber_align_2_ch_4":1.5489,"fiber_length_ch_1":18.21265,"fiber_width_ch_1":9.53935,"inten_cooc_asm_ch_3":0.11283,"inten_cooc_asm_ch_4":0.03965,"inten_cooc_contrast_ch_3":6.49363,"inten_cooc_contrast_ch_4":7.41425,"inten_cooc_entropy_ch_3":5.0492,"inten_cooc_entropy_ch_4":6.11469,"inten_cooc_max_ch_3":0.32624,"inten_cooc_max_ch_4":0.18182,"kurt_inten_ch_1":-0.5688,"kurt_inten_ch_3":2.1086,"kurt_inten_ch_4":-0.93073,"length_ch_1":20.99076,"neighbor_avg_dist_ch_1":201.16976,"neighbor_min_dist_ch_1":32.53718,"neighbor_var_dist_ch_1":108.92275,"perim_ch_1":55.50399,"shape_bfr_ch_1":0.62061,"shape_lwr_ch_1":1.65111,"shape_p_2_a_ch_1":1.41106,"skew_inten_ch_1":-0.02989,"skew_inten_ch_3":1.77742,"skew_inten_ch_4":0.49014,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10423,"total_inten_ch_2":29995,"total_inten_ch_3":5785,"total_inten_ch_4":8689,"var_inten_ch_1":32.08383,"var_inten_ch_3":58.19997,"var_inten_ch_4":50.43476,"width_ch_1":12.7131}
{"case":"Test","class":"PS","angle_ch_1":44.89389,"area_ch_1":178,"avg_inten_ch_1":108.52941,"avg_inten_ch_2":3.14706,"avg_inten_ch_3":282.37647,"avg_inten_ch_4":47.87059,"convex_hull_area_ratio_ch_1":1.18436,"convex_hull_perim_ratio_ch_1":0.88768,"diff_inten_density_ch_1":72.36842,"diff_inten_density_ch_3":169.04605,"diff_inten_density_ch_4":34.56579,"entropy_inten_ch_1":6.84601,"entropy_inten_ch_3":7.0381,"entropy_inten_ch_4":5.25749,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":1.34412,"eq_ellipse_oblate_vol_ch_1":210.19107,"eq_ellipse_prolate_vol_ch_1":156.37799,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.4941,"fiber_align_2_ch_4":1.69666,"fiber_length_ch_1":23.46284,"fiber_width_ch_1":7.9967,"inten_cooc_asm_ch_3":0.00852,"inten_cooc_asm_ch_4":0.05595,"inten_cooc_contrast_ch_3":12.41118,"inten_cooc_contrast_ch_4":5.58882,"inten_cooc_entropy_ch_3":7.10577,"inten_cooc_entropy_ch_4":5.80061,"inten_cooc_max_ch_3":0.02632,"inten_cooc_max_ch_4":0.24342,"kurt_inten_ch_1":-0.34368,"kurt_inten_ch_3":-0.23761,"kurt_inten_ch_4":-0.89573,"length_ch_1":18.1106,"neighbor_avg_dist_ch_1":204.29841,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":95.72901,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.61788,"shape_lwr_ch_1":1.13731,"shape_p_2_a_ch_1":1.67904,"skew_inten_ch_1":0.39109,"skew_inten_ch_3":0.39345,"skew_inten_ch_4":0.5925,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":18450,"total_inten_ch_2":366,"total_inten_ch_3":48004,"total_inten_ch_4":8138,"var_inten_ch_1":62.14965,"var_inten_ch_3":168.09962,"var_inten_ch_4":46.35307,"width_ch_1":15.92403}
{"case":"Train","class":"WS","angle_ch_1":91.08258,"area_ch_1":172,"avg_inten_ch_1":225.66061,"avg_inten_ch_2":492.29091,"avg_inten_ch_3":235.49091,"avg_inten_ch_4":424.31515,"convex_hull_area_ratio_ch_1":1.03198,"convex_hull_perim_ratio_ch_1":0.97299,"diff_inten_density_ch_1":92.33555,"diff_inten_density_ch_3":162.41528,"diff_inten_density_ch_4":187.36545,"entropy_inten_ch_1":6.84487,"entropy_inten_ch_3":6.77672,"entropy_inten_ch_4":6.75203,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.03214,"eq_ellipse_oblate_vol_ch_1":176.12361,"eq_ellipse_prolate_vol_ch_1":170.63863,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.75632,"fiber_align_2_ch_4":1.48414,"fiber_length_ch_1":12.74617,"fiber_width_ch_1":12.74617,"inten_cooc_asm_ch_3":0.01138,"inten_cooc_asm_ch_4":0.00982,"inten_cooc_contrast_ch_3":11.08287,"inten_cooc_contrast_ch_4":12.5866,"inten_cooc_entropy_ch_3":6.90528,"inten_cooc_entropy_ch_4":7.02446,"inten_cooc_max_ch_3":0.05333,"inten_cooc_max_ch_4":0.05333,"kurt_inten_ch_1":-0.55081,"kurt_inten_ch_3":1.02275,"kurt_inten_ch_4":-0.1845,"length_ch_1":15.45112,"neighbor_avg_dist_ch_1":205.26447,"neighbor_min_dist_ch_1":26.57964,"neighbor_var_dist_ch_1":88.61457,"perim_ch_1":50.98468,"shape_bfr_ch_1":0.77376,"shape_lwr_ch_1":1.06809,"shape_p_2_a_ch_1":1.14736,"skew_inten_ch_1":-0.41308,"skew_inten_ch_3":1.18644,"skew_inten_ch_4":-0.68239,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":37234,"total_inten_ch_2":81064,"total_inten_ch_3":38856,"total_inten_ch_4":70012,"var_inten_ch_1":86.0447,"var_inten_ch_3":186.96435,"var_inten_ch_4":198.15041,"width_ch_1":14.46618}
{"case":"Train","class":"PS","angle_ch_1":142.95462,"area_ch_1":161,"avg_inten_ch_1":44.96753,"avg_inten_ch_2":632.82468,"avg_inten_ch_3":28.05844,"avg_inten_ch_4":228.40909,"convex_hull_area_ratio_ch_1":1.14374,"convex_hull_perim_ratio_ch_1":0.94161,"diff_inten_density_ch_1":45.60364,"diff_inten_density_ch_3":30.31636,"diff_inten_density_ch_4":169.08727,"entropy_inten_ch_1":6.09362,"entropy_inten_ch_3":5.38104,"entropy_inten_ch_4":5.46108,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.83907,"eq_ellipse_oblate_vol_ch_1":211.98335,"eq_ellipse_prolate_vol_ch_1":115.26661,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.28846,"fiber_align_2_ch_4":1.43777,"fiber_length_ch_1":20.50899,"fiber_width_ch_1":8.26682,"inten_cooc_asm_ch_3":0.02489,"inten_cooc_asm_ch_4":0.07163,"inten_cooc_contrast_ch_3":20.78386,"inten_cooc_contrast_ch_4":3.48638,"inten_cooc_entropy_ch_3":6.64623,"inten_cooc_entropy_ch_4":5.4785,"inten_cooc_max_ch_3":0.14286,"inten_cooc_max_ch_4":0.25714,"kurt_inten_ch_1":0.20178,"kurt_inten_ch_3":3.09737,"kurt_inten_ch_4":1.65794,"length_ch_1":21.49363,"neighbor_avg_dist_ch_1":188.16658,"neighbor_min_dist_ch_1":23.87914,"neighbor_var_dist_ch_1":76.0585,"perim_ch_1":57.55161,"shape_bfr_ch_1":0.54728,"shape_lwr_ch_1":1.56628,"shape_p_2_a_ch_1":1.5546,"skew_inten_ch_1":0.81287,"skew_inten_ch_3":1.77972,"skew_inten_ch_4":1.4367,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6925,"total_inten_ch_2":97302,"total_inten_ch_3":4321,"total_inten_ch_4":35175,"var_inten_ch_1":29.41031,"var_inten_ch_3":31.44801,"var_inten_ch_4":281.81023,"width_ch_1":13.72275}
{"case":"Test","class":"PS","angle_ch_1":43.01661,"area_ch_1":258,"avg_inten_ch_1":52.11741,"avg_inten_ch_2":414.33198,"avg_inten_ch_3":53.63968,"avg_inten_ch_4":71.25911,"convex_hull_area_ratio_ch_1":1.11431,"convex_hull_perim_ratio_ch_1":0.90142,"diff_inten_density_ch_1":50.16258,"diff_inten_density_ch_3":43.75278,"diff_inten_density_ch_4":63.35189,"entropy_inten_ch_1":6.5615,"entropy_inten_ch_3":5.57608,"entropy_inten_ch_4":5.29017,"eq_circ_diam_ch_1":18.15611,"eq_ellipse_lwr_ch_1":1.80431,"eq_ellipse_oblate_vol_ch_1":426.50359,"eq_ellipse_prolate_vol_ch_1":236.3803,"eq_sphere_area_ch_1":1035.60771,"eq_sphere_vol_ch_1":3133.76716,"fiber_align_2_ch_3":1.55875,"fiber_align_2_ch_4":1.44177,"fiber_length_ch_1":26.89701,"fiber_width_ch_1":10.14203,"inten_cooc_asm_ch_3":0.06781,"inten_cooc_asm_ch_4":0.08859,"inten_cooc_contrast_ch_3":5.26847,"inten_cooc_contrast_ch_4":5.97925,"inten_cooc_entropy_ch_3":5.80234,"inten_cooc_entropy_ch_4":5.46612,"inten_cooc_max_ch_3":0.25664,"inten_cooc_max_ch_4":0.29204,"kurt_inten_ch_1":1.64744,"kurt_inten_ch_3":0.70042,"kurt_inten_ch_4":1.69957,"length_ch_1":26.09643,"neighbor_avg_dist_ch_1":270.09943,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":134.51665,"perim_ch_1":74.07809,"shape_bfr_ch_1":0.62329,"shape_lwr_ch_1":1.63951,"shape_p_2_a_ch_1":1.6008,"skew_inten_ch_1":1.05335,"skew_inten_ch_3":1.16085,"skew_inten_ch_4":1.43811,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":12873,"total_inten_ch_2":102094,"total_inten_ch_3":13249,"total_inten_ch_4":17601,"var_inten_ch_1":37.90707,"var_inten_ch_3":59.57688,"var_inten_ch_4":88.89518,"width_ch_1":15.9172}
{"case":"Test","class":"PS","angle_ch_1":162.63081,"area_ch_1":159,"avg_inten_ch_1":137.76316,"avg_inten_ch_2":395.96053,"avg_inten_ch_3":47.45395,"avg_inten_ch_4":285.56579,"convex_hull_area_ratio_ch_1":1.06854,"convex_hull_perim_ratio_ch_1":0.97174,"diff_inten_density_ch_1":66.4652,"diff_inten_density_ch_3":35.65934,"diff_inten_density_ch_4":145.0293,"entropy_inten_ch_1":6.65557,"entropy_inten_ch_3":5.05972,"entropy_inten_ch_4":6.55408,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":1.66351,"eq_ellipse_oblate_vol_ch_1":197.69673,"eq_ellipse_prolate_vol_ch_1":118.84321,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.17207,"fiber_align_2_ch_4":1.134,"fiber_length_ch_1":16.35223,"fiber_width_ch_1":10.28813,"inten_cooc_asm_ch_3":0.08268,"inten_cooc_asm_ch_4":0.01739,"inten_cooc_contrast_ch_3":6.4581,"inten_cooc_contrast_ch_4":5.68343,"inten_cooc_entropy_ch_3":5.5655,"inten_cooc_entropy_ch_4":6.56057,"inten_cooc_max_ch_3":0.27612,"inten_cooc_max_ch_4":0.09353,"kurt_inten_ch_1":-1.0868,"kurt_inten_ch_3":1.87601,"kurt_inten_ch_4":-0.57605,"length_ch_1":19.11642,"neighbor_avg_dist_ch_1":273.44702,"neighbor_min_dist_ch_1":20.8817,"neighbor_var_dist_ch_1":129.81369,"perim_ch_1":53.28072,"shape_bfr_ch_1":0.61195,"shape_lwr_ch_1":1.4036,"shape_p_2_a_ch_1":1.34281,"skew_inten_ch_1":-0.0719,"skew_inten_ch_3":1.39627,"skew_inten_ch_4":0.55558,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":20940,"total_inten_ch_2":60035,"total_inten_ch_3":7213,"total_inten_ch_4":43406,"var_inten_ch_1":74.32731,"var_inten_ch_3":53.16667,"var_inten_ch_4":227.4545,"width_ch_1":13.61953}
{"case":"Test","class":"PS","angle_ch_1":67.89961,"area_ch_1":216,"avg_inten_ch_1":57.10628,"avg_inten_ch_2":270.31884,"avg_inten_ch_3":33.16908,"avg_inten_ch_4":63.16908,"convex_hull_area_ratio_ch_1":1.13295,"convex_hull_perim_ratio_ch_1":0.94775,"diff_inten_density_ch_1":52.83957,"diff_inten_density_ch_3":22.5508,"diff_inten_density_ch_4":58.51872,"entropy_inten_ch_1":6.5244,"entropy_inten_ch_3":3.69205,"entropy_inten_ch_4":4.93859,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":2.02917,"eq_ellipse_oblate_vol_ch_1":347.0055,"eq_ellipse_prolate_vol_ch_1":171.00853,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.06414,"fiber_align_2_ch_4":1.69306,"fiber_length_ch_1":26.48417,"fiber_width_ch_1":8.55871,"inten_cooc_asm_ch_3":0.22885,"inten_cooc_asm_ch_4":0.11441,"inten_cooc_contrast_ch_3":1.19288,"inten_cooc_contrast_ch_4":6.518,"inten_cooc_entropy_ch_3":3.72042,"inten_cooc_entropy_ch_4":5.25933,"inten_cooc_max_ch_3":0.48438,"inten_cooc_max_ch_4":0.34896,"kurt_inten_ch_1":-0.522,"kurt_inten_ch_3":2.51191,"kurt_inten_ch_4":-0.44175,"length_ch_1":26.82493,"neighbor_avg_dist_ch_1":204.07316,"neighbor_min_dist_ch_1":14.65872,"neighbor_var_dist_ch_1":117.67406,"perim_ch_1":70.08575,"shape_bfr_ch_1":0.55348,"shape_lwr_ch_1":1.83557,"shape_p_2_a_ch_1":1.72446,"skew_inten_ch_1":0.36115,"skew_inten_ch_3":1.89162,"skew_inten_ch_4":0.77739,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":11821,"total_inten_ch_2":55750,"total_inten_ch_3":6866,"total_inten_ch_4":13076,"var_inten_ch_1":32.97676,"var_inten_ch_3":58.92053,"var_inten_ch_4":69.78127,"width_ch_1":14.61398}
{"case":"Train","class":"PS","angle_ch_1":97.2687,"area_ch_1":291,"avg_inten_ch_1":78.06475,"avg_inten_ch_2":381.16187,"avg_inten_ch_3":105.14388,"avg_inten_ch_4":171.47122,"convex_hull_area_ratio_ch_1":1.08711,"convex_hull_perim_ratio_ch_1":0.92522,"diff_inten_density_ch_1":54.0411,"diff_inten_density_ch_3":90.20157,"diff_inten_density_ch_4":139.19961,"entropy_inten_ch_1":6.71431,"entropy_inten_ch_3":6.95304,"entropy_inten_ch_4":7.22147,"eq_circ_diam_ch_1":19.26179,"eq_ellipse_lwr_ch_1":2.15591,"eq_ellipse_oblate_vol_ch_1":556.67807,"eq_ellipse_prolate_vol_ch_1":258.21019,"eq_sphere_area_ch_1":1165.58277,"eq_sphere_vol_ch_1":3741.86823,"fiber_align_2_ch_3":1.51447,"fiber_align_2_ch_4":1.53027,"fiber_length_ch_1":29.88296,"fiber_width_ch_1":10.06692,"inten_cooc_asm_ch_3":0.00936,"inten_cooc_asm_ch_4":0.00774,"inten_cooc_contrast_ch_3":16.47557,"inten_cooc_contrast_ch_4":16.0902,"inten_cooc_entropy_ch_3":7.38616,"inten_cooc_entropy_ch_4":7.44816,"inten_cooc_max_ch_3":0.05976,"inten_cooc_max_ch_4":0.04615,"kurt_inten_ch_1":4.08812,"kurt_inten_ch_3":15.39265,"kurt_inten_ch_4":-0.2078,"length_ch_1":27.80932,"neighbor_avg_dist_ch_1":220.16104,"neighbor_min_dist_ch_1":32.82583,"neighbor_var_dist_ch_1":105.66459,"perim_ch_1":79.89976,"shape_bfr_ch_1":0.68691,"shape_lwr_ch_1":1.82303,"shape_p_2_a_ch_1":1.68872,"skew_inten_ch_1":1.31876,"skew_inten_ch_3":3.28669,"skew_inten_ch_4":0.68394,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":21702,"total_inten_ch_2":105686,"total_inten_ch_3":29230,"total_inten_ch_4":47669,"var_inten_ch_1":44.89407,"var_inten_ch_3":112.4956,"var_inten_ch_4":132.12283,"width_ch_1":15.25443}
{"case":"Test","class":"PS","angle_ch_1":95.11752,"area_ch_1":171,"avg_inten_ch_1":64.10976,"avg_inten_ch_2":284.40854,"avg_inten_ch_3":109.13415,"avg_inten_ch_4":85.55488,"convex_hull_area_ratio_ch_1":1.22701,"convex_hull_perim_ratio_ch_1":0.85545,"diff_inten_density_ch_1":73.00692,"diff_inten_density_ch_3":106.23183,"diff_inten_density_ch_4":66.91003,"entropy_inten_ch_1":6.38284,"entropy_inten_ch_3":3.44956,"entropy_inten_ch_4":6.38359,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":1.675,"eq_ellipse_oblate_vol_ch_1":222.32824,"eq_ellipse_prolate_vol_ch_1":132.73333,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.64954,"fiber_align_2_ch_4":1.66371,"fiber_length_ch_1":26.26267,"fiber_width_ch_1":6.94462,"inten_cooc_asm_ch_3":0.31223,"inten_cooc_asm_ch_4":0.01232,"inten_cooc_contrast_ch_3":1.08918,"inten_cooc_contrast_ch_4":12.27889,"inten_cooc_entropy_ch_3":3.34294,"inten_cooc_entropy_ch_4":6.84317,"inten_cooc_max_ch_3":0.56463,"inten_cooc_max_ch_4":0.07483,"kurt_inten_ch_1":2.81035,"kurt_inten_ch_3":2.34155,"kurt_inten_ch_4":0.44832,"length_ch_1":21.68827,"neighbor_avg_dist_ch_1":239.83084,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":114.14549,"perim_ch_1":66.41458,"shape_bfr_ch_1":0.54134,"shape_lwr_ch_1":1.48129,"shape_p_2_a_ch_1":1.92454,"skew_inten_ch_1":1.84492,"skew_inten_ch_3":1.85551,"skew_inten_ch_4":1.07906,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10514,"total_inten_ch_2":46480,"total_inten_ch_3":17898,"total_inten_ch_4":14031,"var_inten_ch_1":72.20043,"var_inten_ch_3":191.82775,"var_inten_ch_4":76.61642,"width_ch_1":14.64149}
{"case":"Train","class":"WS","angle_ch_1":14.96233,"area_ch_1":192,"avg_inten_ch_1":53.0163,"avg_inten_ch_2":327.84783,"avg_inten_ch_3":82.23913,"avg_inten_ch_4":18.42935,"convex_hull_area_ratio_ch_1":1.13695,"convex_hull_perim_ratio_ch_1":0.91192,"diff_inten_density_ch_1":56.04217,"diff_inten_density_ch_3":78.64458,"diff_inten_density_ch_4":20.04217,"entropy_inten_ch_1":6.35059,"entropy_inten_ch_3":4.50819,"entropy_inten_ch_4":4.36497,"eq_circ_diam_ch_1":15.67051,"eq_ellipse_lwr_ch_1":1.52868,"eq_ellipse_oblate_vol_ch_1":252.41037,"eq_ellipse_prolate_vol_ch_1":165.11609,"eq_sphere_area_ch_1":771.46485,"eq_sphere_vol_ch_1":2014.87464,"fiber_align_2_ch_3":1.3277,"fiber_align_2_ch_4":1.32115,"fiber_length_ch_1":21.89706,"fiber_width_ch_1":9.26261,"inten_cooc_asm_ch_3":0.15509,"inten_cooc_asm_ch_4":0.11073,"inten_cooc_contrast_ch_3":2.16972,"inten_cooc_contrast_ch_4":6.34936,"inten_cooc_entropy_ch_3":4.50201,"inten_cooc_entropy_ch_4":5.22408,"inten_cooc_max_ch_3":0.38922,"inten_cooc_max_ch_4":0.33333,"kurt_inten_ch_1":3.19909,"kurt_inten_ch_3":3.50805,"kurt_inten_ch_4":0.10045,"length_ch_1":19.45798,"neighbor_avg_dist_ch_1":251.56872,"neighbor_min_dist_ch_1":28.84891,"neighbor_var_dist_ch_1":117.94421,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.6798,"shape_lwr_ch_1":1.3345,"shape_p_2_a_ch_1":1.52375,"skew_inten_ch_1":1.85423,"skew_inten_ch_3":2.03891,"skew_inten_ch_4":1.0333,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":9755,"total_inten_ch_2":60141,"total_inten_ch_3":15132,"total_inten_ch_4":3391,"var_inten_ch_1":51.57524,"var_inten_ch_3":136.48147,"var_inten_ch_4":21.95216,"width_ch_1":14.58072}
{"case":"Train","class":"PS","angle_ch_1":52.49232,"area_ch_1":172,"avg_inten_ch_1":25.58788,"avg_inten_ch_2":13.75152,"avg_inten_ch_3":59.20606,"avg_inten_ch_4":33.04242,"convex_hull_area_ratio_ch_1":1.24679,"convex_hull_perim_ratio_ch_1":0.87678,"diff_inten_density_ch_1":40.77931,"diff_inten_density_ch_3":65.51724,"diff_inten_density_ch_4":30.11034,"entropy_inten_ch_1":5.6123,"entropy_inten_ch_3":6.09543,"entropy_inten_ch_4":3.99206,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":2.35103,"eq_ellipse_oblate_vol_ch_1":265.81328,"eq_ellipse_prolate_vol_ch_1":113.06242,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.83058,"fiber_align_2_ch_4":1.75203,"fiber_length_ch_1":27.84644,"fiber_width_ch_1":6.5967,"inten_cooc_asm_ch_3":0.00969,"inten_cooc_asm_ch_4":0.16258,"inten_cooc_contrast_ch_3":24.07864,"inten_cooc_contrast_ch_4":3.25612,"inten_cooc_entropy_ch_3":7.1738,"inten_cooc_entropy_ch_4":4.47838,"inten_cooc_max_ch_3":0.05594,"inten_cooc_max_ch_4":0.39456,"kurt_inten_ch_1":0.8397,"kurt_inten_ch_3":0.41373,"kurt_inten_ch_4":1.14417,"length_ch_1":25.15908,"neighbor_avg_dist_ch_1":223.47768,"neighbor_min_dist_ch_1":62.58651,"neighbor_var_dist_ch_1":96.86793,"perim_ch_1":68.88628,"shape_bfr_ch_1":0.49382,"shape_lwr_ch_1":1.80732,"shape_p_2_a_ch_1":2.05569,"skew_inten_ch_1":0.97545,"skew_inten_ch_3":0.84014,"skew_inten_ch_4":1.39152,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4222,"total_inten_ch_2":2105,"total_inten_ch_3":9769,"total_inten_ch_4":5452,"var_inten_ch_1":21.56653,"var_inten_ch_3":48.86996,"var_inten_ch_4":45.91156,"width_ch_1":13.92067}
{"case":"Train","class":"WS","angle_ch_1":81.43638,"area_ch_1":183,"avg_inten_ch_1":606.58857,"avg_inten_ch_2":400.4,"avg_inten_ch_3":335.57714,"avg_inten_ch_4":447.68571,"convex_hull_area_ratio_ch_1":1.06849,"convex_hull_perim_ratio_ch_1":0.96703,"diff_inten_density_ch_1":255.71473,"diff_inten_density_ch_3":247.26959,"diff_inten_density_ch_4":245.23197,"entropy_inten_ch_1":7.34835,"entropy_inten_ch_3":5.72308,"entropy_inten_ch_4":6.78343,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":1.19156,"eq_ellipse_oblate_vol_ch_1":206.69842,"eq_ellipse_prolate_vol_ch_1":173.46828,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.30004,"fiber_align_2_ch_4":1.38334,"fiber_length_ch_1":13.62005,"fiber_width_ch_1":13.62005,"inten_cooc_asm_ch_3":0.07825,"inten_cooc_asm_ch_4":0.01484,"inten_cooc_contrast_ch_3":3.42893,"inten_cooc_contrast_ch_4":8.78563,"inten_cooc_entropy_ch_3":5.39517,"inten_cooc_entropy_ch_4":6.65938,"inten_cooc_max_ch_3":0.27044,"inten_cooc_max_ch_4":0.08805,"kurt_inten_ch_1":-0.96448,"kurt_inten_ch_3":2.40938,"kurt_inten_ch_4":-0.80532,"length_ch_1":17.41795,"neighbor_avg_dist_ch_1":221.35351,"neighbor_min_dist_ch_1":16.54015,"neighbor_var_dist_ch_1":119.62759,"perim_ch_1":54.48018,"shape_bfr_ch_1":0.64795,"shape_lwr_ch_1":1.07167,"shape_p_2_a_ch_1":1.23471,"skew_inten_ch_1":0.03411,"skew_inten_ch_3":1.68087,"skew_inten_ch_4":0.47417,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":106153,"total_inten_ch_2":69896,"total_inten_ch_3":58726,"total_inten_ch_4":78345,"var_inten_ch_1":309.32587,"var_inten_ch_3":439.31796,"var_inten_ch_4":336.8971,"width_ch_1":16.2531}
{"case":"Train","class":"WS","angle_ch_1":148.27507,"area_ch_1":374,"avg_inten_ch_1":254.64706,"avg_inten_ch_2":291.63025,"avg_inten_ch_3":115.98599,"avg_inten_ch_4":46.0084,"convex_hull_area_ratio_ch_1":1.04313,"convex_hull_perim_ratio_ch_1":0.96782,"diff_inten_density_ch_1":90.95502,"diff_inten_density_ch_3":85.42879,"diff_inten_density_ch_4":43.53073,"entropy_inten_ch_1":7.7012,"entropy_inten_ch_3":5.40151,"entropy_inten_ch_4":5.43796,"eq_circ_diam_ch_1":21.82772,"eq_ellipse_lwr_ch_1":1.30372,"eq_ellipse_oblate_vol_ch_1":629.96519,"eq_ellipse_prolate_vol_ch_1":483.20475,"eq_sphere_area_ch_1":1496.80952,"eq_sphere_vol_ch_1":5445.32268,"fiber_align_2_ch_3":1.73659,"fiber_align_2_ch_4":1.7359,"fiber_length_ch_1":22.22734,"fiber_width_ch_1":17.49543,"inten_cooc_asm_ch_3":0.14173,"inten_cooc_asm_ch_4":0.09035,"inten_cooc_contrast_ch_3":3.30113,"inten_cooc_contrast_ch_4":6.81931,"inten_cooc_entropy_ch_3":4.99531,"inten_cooc_entropy_ch_4":5.67828,"inten_cooc_max_ch_3":0.3716,"inten_cooc_max_ch_4":0.29305,"kurt_inten_ch_1":-0.74771,"kurt_inten_ch_3":1.94005,"kurt_inten_ch_4":4.08763,"length_ch_1":28.10462,"neighbor_avg_dist_ch_1":222.88226,"neighbor_min_dist_ch_1":29.13813,"neighbor_var_dist_ch_1":117.40839,"perim_ch_1":79.44555,"shape_bfr_ch_1":0.63851,"shape_lwr_ch_1":1.34777,"shape_p_2_a_ch_1":1.29156,"skew_inten_ch_1":-0.2431,"skew_inten_ch_3":1.55205,"skew_inten_ch_4":1.89684,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":11,"total_inten_ch_1":90909,"total_inten_ch_2":103756,"total_inten_ch_3":41407,"total_inten_ch_4":16425,"var_inten_ch_1":112.899,"var_inten_ch_3":154.39343,"var_inten_ch_4":57.5645,"width_ch_1":20.85275}
{"case":"Test","class":"PS","angle_ch_1":29.98271,"area_ch_1":318,"avg_inten_ch_1":125.95066,"avg_inten_ch_2":351.48684,"avg_inten_ch_3":185.88487,"avg_inten_ch_4":269.03289,"convex_hull_area_ratio_ch_1":1.07944,"convex_hull_perim_ratio_ch_1":0.95161,"diff_inten_density_ch_1":85.31843,"diff_inten_density_ch_3":161.84436,"diff_inten_density_ch_4":171.36852,"entropy_inten_ch_1":7.35095,"entropy_inten_ch_3":5.58941,"entropy_inten_ch_4":7.35016,"eq_circ_diam_ch_1":20.14239,"eq_ellipse_lwr_ch_1":2.03476,"eq_ellipse_oblate_vol_ch_1":618.42717,"eq_ellipse_prolate_vol_ch_1":303.9312,"eq_sphere_area_ch_1":1274.5941,"eq_sphere_vol_ch_1":4278.89541,"fiber_align_2_ch_3":1.16912,"fiber_align_2_ch_4":1.50103,"fiber_length_ch_1":27.9201,"fiber_width_ch_1":12.05109,"inten_cooc_asm_ch_3":0.11783,"inten_cooc_asm_ch_4":0.01,"inten_cooc_contrast_ch_3":4.09184,"inten_cooc_contrast_ch_4":11.16183,"inten_cooc_entropy_ch_3":5.2291,"inten_cooc_entropy_ch_4":7.18599,"inten_cooc_max_ch_3":0.33922,"inten_cooc_max_ch_4":0.06007,"kurt_inten_ch_1":0.7021,"kurt_inten_ch_3":1.80419,"kurt_inten_ch_4":-0.59032,"length_ch_1":29.94676,"neighbor_avg_dist_ch_1":284.22534,"neighbor_min_dist_ch_1":28.66667,"neighbor_var_dist_ch_1":124.61133,"perim_ch_1":79.94239,"shape_bfr_ch_1":0.61653,"shape_lwr_ch_1":1.73518,"shape_p_2_a_ch_1":1.51147,"skew_inten_ch_1":1.06907,"skew_inten_ch_3":1.51823,"skew_inten_ch_4":0.43742,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":38289,"total_inten_ch_2":106549,"total_inten_ch_3":56509,"total_inten_ch_4":81786,"var_inten_ch_1":85.5582,"var_inten_ch_3":248.09411,"var_inten_ch_4":188.0533,"width_ch_1":17.25861}
{"case":"Train","class":"WS","angle_ch_1":138.87891,"area_ch_1":346,"avg_inten_ch_1":158.02719,"avg_inten_ch_2":458.61631,"avg_inten_ch_3":114.0997,"avg_inten_ch_4":716.13595,"convex_hull_area_ratio_ch_1":1.03358,"convex_hull_perim_ratio_ch_1":0.96006,"diff_inten_density_ch_1":62.34839,"diff_inten_density_ch_3":76.75161,"diff_inten_density_ch_4":373.61613,"entropy_inten_ch_1":7.01135,"entropy_inten_ch_3":5.81234,"entropy_inten_ch_4":7.04451,"eq_circ_diam_ch_1":21.01785,"eq_ellipse_lwr_ch_1":1.01007,"eq_ellipse_oblate_vol_ch_1":495.03977,"eq_ellipse_prolate_vol_ch_1":490.10258,"eq_sphere_area_ch_1":1387.79819,"eq_sphere_vol_ch_1":4861.4216,"fiber_align_2_ch_3":1.74161,"fiber_align_2_ch_4":1.10963,"fiber_length_ch_1":18.05153,"fiber_width_ch_1":18.05153,"inten_cooc_asm_ch_3":0.09985,"inten_cooc_asm_ch_4":0.0294,"inten_cooc_contrast_ch_3":3.54194,"inten_cooc_contrast_ch_4":5.41613,"inten_cooc_entropy_ch_3":5.48806,"inten_cooc_entropy_ch_4":6.45882,"inten_cooc_max_ch_3":0.30968,"inten_cooc_max_ch_4":0.15161,"kurt_inten_ch_1":0.4031,"kurt_inten_ch_3":0.49167,"kurt_inten_ch_4":-1.12439,"length_ch_1":22.63568,"neighbor_avg_dist_ch_1":271.26983,"neighbor_min_dist_ch_1":41.32185,"neighbor_var_dist_ch_1":115.09859,"perim_ch_1":72.20612,"shape_bfr_ch_1":0.70418,"shape_lwr_ch_1":1.03993,"shape_p_2_a_ch_1":1.15568,"skew_inten_ch_1":-0.4784,"skew_inten_ch_3":1.0975,"skew_inten_ch_4":0.35036,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":52307,"total_inten_ch_2":151472,"total_inten_ch_3":37767,"total_inten_ch_4":237041,"var_inten_ch_1":49.09202,"var_inten_ch_3":127.36741,"var_inten_ch_4":598.19722,"width_ch_1":21.76648}
{"case":"Test","class":"PS","angle_ch_1":160.72843,"area_ch_1":161,"avg_inten_ch_1":24.03247,"avg_inten_ch_2":188.43506,"avg_inten_ch_3":46.40909,"avg_inten_ch_4":73.92857,"convex_hull_area_ratio_ch_1":1.10198,"convex_hull_perim_ratio_ch_1":0.91711,"diff_inten_density_ch_1":35.5348,"diff_inten_density_ch_3":30.73626,"diff_inten_density_ch_4":44.92674,"entropy_inten_ch_1":5.61025,"entropy_inten_ch_3":5.82999,"entropy_inten_ch_4":4.8868,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.68174,"eq_ellipse_oblate_vol_ch_1":202.7132,"eq_ellipse_prolate_vol_ch_1":120.53779,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.71596,"fiber_align_2_ch_4":1.66716,"fiber_length_ch_1":19.98581,"fiber_width_ch_1":8.61434,"inten_cooc_asm_ch_3":0.0146,"inten_cooc_asm_ch_4":0.10419,"inten_cooc_contrast_ch_3":11.1958,"inten_cooc_contrast_ch_4":3.35303,"inten_cooc_entropy_ch_3":6.77485,"inten_cooc_entropy_ch_4":5.17815,"inten_cooc_max_ch_3":0.09353,"inten_cooc_max_ch_4":0.31343,"kurt_inten_ch_1":0.73195,"kurt_inten_ch_3":-0.86324,"kurt_inten_ch_4":-1.29551,"length_ch_1":19.80853,"neighbor_avg_dist_ch_1":234.27798,"neighbor_min_dist_ch_1":32.3757,"neighbor_var_dist_ch_1":109.98093,"perim_ch_1":57.2003,"shape_bfr_ch_1":0.64619,"shape_lwr_ch_1":1.57073,"shape_p_2_a_ch_1":1.51231,"skew_inten_ch_1":0.88434,"skew_inten_ch_3":0.20723,"skew_inten_ch_4":0.43787,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3701,"total_inten_ch_2":28866,"total_inten_ch_3":7147,"total_inten_ch_4":11385,"var_inten_ch_1":17.11095,"var_inten_ch_3":33.00268,"var_inten_ch_4":74.93808,"width_ch_1":12.611}
{"case":"Test","class":"WS","angle_ch_1":113.74727,"area_ch_1":291,"avg_inten_ch_1":363.44964,"avg_inten_ch_2":243.56475,"avg_inten_ch_3":39.88129,"avg_inten_ch_4":196.89928,"convex_hull_area_ratio_ch_1":1.30494,"convex_hull_perim_ratio_ch_1":0.94598,"diff_inten_density_ch_1":132.096,"diff_inten_density_ch_3":31.28,"diff_inten_density_ch_4":84.56,"entropy_inten_ch_1":7.80864,"entropy_inten_ch_3":6.04047,"entropy_inten_ch_4":7.08613,"eq_circ_diam_ch_1":19.26179,"eq_ellipse_lwr_ch_1":3.44604,"eq_ellipse_oblate_vol_ch_1":703.79951,"eq_ellipse_prolate_vol_ch_1":204.23423,"eq_sphere_area_ch_1":1165.58277,"eq_sphere_vol_ch_1":3741.86823,"fiber_align_2_ch_3":1.1962,"fiber_align_2_ch_4":1.54698,"fiber_length_ch_1":40.42778,"fiber_width_ch_1":7.60968,"inten_cooc_asm_ch_3":0.01515,"inten_cooc_asm_ch_4":0.01475,"inten_cooc_contrast_ch_3":12.02192,"inten_cooc_contrast_ch_4":7.45578,"inten_cooc_entropy_ch_3":6.97329,"inten_cooc_entropy_ch_4":6.93882,"inten_cooc_max_ch_3":0.09129,"inten_cooc_max_ch_4":0.0888,"kurt_inten_ch_1":-0.98286,"kurt_inten_ch_3":4.01024,"kurt_inten_ch_4":-1.13362,"length_ch_1":40.44568,"neighbor_avg_dist_ch_1":212.78127,"neighbor_min_dist_ch_1":20.47619,"neighbor_var_dist_ch_1":93.94743,"perim_ch_1":96.07492,"shape_bfr_ch_1":0.5085,"shape_lwr_ch_1":2.85466,"shape_p_2_a_ch_1":2.3876,"skew_inten_ch_1":0.04122,"skew_inten_ch_3":1.80041,"skew_inten_ch_4":-0.17718,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":101039,"total_inten_ch_2":67434,"total_inten_ch_3":11087,"total_inten_ch_4":54738,"var_inten_ch_1":206.87017,"var_inten_ch_3":38.48129,"var_inten_ch_4":120.93567,"width_ch_1":14.16832}
{"case":"Train","class":"PS","angle_ch_1":18.06359,"area_ch_1":219,"avg_inten_ch_1":44.44976,"avg_inten_ch_2":144.57416,"avg_inten_ch_3":23.3445,"avg_inten_ch_4":86.65072,"convex_hull_area_ratio_ch_1":1.1856,"convex_hull_perim_ratio_ch_1":0.91793,"diff_inten_density_ch_1":51.65591,"diff_inten_density_ch_3":27.63978,"diff_inten_density_ch_4":62.00538,"entropy_inten_ch_1":6.29137,"entropy_inten_ch_3":3.44802,"entropy_inten_ch_4":5.21323,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":2.95585,"eq_ellipse_oblate_vol_ch_1":424.89531,"eq_ellipse_prolate_vol_ch_1":143.74741,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.74398,"fiber_align_2_ch_4":1.35826,"fiber_length_ch_1":31.3577,"fiber_width_ch_1":7.42909,"inten_cooc_asm_ch_3":0.25167,"inten_cooc_asm_ch_4":0.09756,"inten_cooc_contrast_ch_3":2.21339,"inten_cooc_contrast_ch_4":5.95161,"inten_cooc_entropy_ch_3":3.7615,"inten_cooc_entropy_ch_4":5.41555,"inten_cooc_max_ch_3":0.50262,"inten_cooc_max_ch_4":0.30366,"kurt_inten_ch_1":0.39088,"kurt_inten_ch_3":4.49812,"kurt_inten_ch_4":-1.08323,"length_ch_1":30.74578,"neighbor_avg_dist_ch_1":279.10848,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":138.86975,"perim_ch_1":77.57359,"shape_bfr_ch_1":0.56217,"shape_lwr_ch_1":2.42579,"shape_p_2_a_ch_1":2.05558,"skew_inten_ch_1":0.89993,"skew_inten_ch_3":2.11305,"skew_inten_ch_4":0.49976,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":9290,"total_inten_ch_2":30008,"total_inten_ch_3":4879,"total_inten_ch_4":18110,"var_inten_ch_1":31.86392,"var_inten_ch_3":39.86311,"var_inten_ch_4":87.34005,"width_ch_1":12.67452}
{"case":"Train","class":"PS","angle_ch_1":179.49829,"area_ch_1":295,"avg_inten_ch_1":121.87943,"avg_inten_ch_2":11.26596,"avg_inten_ch_3":255.63475,"avg_inten_ch_4":19.3227,"convex_hull_area_ratio_ch_1":1.2359,"convex_hull_perim_ratio_ch_1":0.95011,"diff_inten_density_ch_1":114.52988,"diff_inten_density_ch_3":256.90837,"diff_inten_density_ch_4":16.89641,"entropy_inten_ch_1":7.1642,"entropy_inten_ch_3":7.41399,"entropy_inten_ch_4":5.43264,"eq_circ_diam_ch_1":19.39987,"eq_ellipse_lwr_ch_1":7.18915,"eq_ellipse_oblate_vol_ch_1":1038.56572,"eq_ellipse_prolate_vol_ch_1":144.46294,"eq_sphere_area_ch_1":1182.35374,"eq_sphere_vol_ch_1":3822.91779,"fiber_align_2_ch_3":1.45806,"fiber_align_2_ch_4":1.69988,"fiber_length_ch_1":51.1896,"fiber_width_ch_1":5.98939,"inten_cooc_asm_ch_3":0.00795,"inten_cooc_asm_ch_4":0.00821,"inten_cooc_contrast_ch_3":15.02083,"inten_cooc_contrast_ch_4":15.86158,"inten_cooc_entropy_ch_3":7.30078,"inten_cooc_entropy_ch_4":7.2746,"inten_cooc_max_ch_3":0.02602,"inten_cooc_max_ch_4":0.03433,"kurt_inten_ch_1":4.42891,"kurt_inten_ch_3":4.98463,"kurt_inten_ch_4":1.70832,"length_ch_1":50.19164,"neighbor_avg_dist_ch_1":340.22512,"neighbor_min_dist_ch_1":126.99366,"neighbor_var_dist_ch_1":103.86527,"perim_ch_1":114.35797,"shape_bfr_ch_1":0.64927,"shape_lwr_ch_1":5.53351,"shape_p_2_a_ch_1":3.39435,"skew_inten_ch_1":1.80184,"skew_inten_ch_3":1.952,"skew_inten_ch_4":1.28072,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":34370,"total_inten_ch_2":2896,"total_inten_ch_3":72089,"total_inten_ch_4":5449,"var_inten_ch_1":108.58706,"var_inten_ch_3":270.6731,"var_inten_ch_4":16.51344,"width_ch_1":9.0705}
{"case":"Train","class":"PS","angle_ch_1":178.18099,"area_ch_1":154,"avg_inten_ch_1":24.12925,"avg_inten_ch_2":14.21088,"avg_inten_ch_3":8.40136,"avg_inten_ch_4":9.53741,"convex_hull_area_ratio_ch_1":1.33123,"convex_hull_perim_ratio_ch_1":0.81815,"diff_inten_density_ch_1":37.60558,"diff_inten_density_ch_3":18.37849,"diff_inten_density_ch_4":17.98805,"entropy_inten_ch_1":5.53076,"entropy_inten_ch_3":4.07333,"entropy_inten_ch_4":4.37861,"eq_circ_diam_ch_1":14.00661,"eq_ellipse_lwr_ch_1":1.72657,"eq_ellipse_oblate_vol_ch_1":191.5532,"eq_ellipse_prolate_vol_ch_1":110.94448,"eq_sphere_area_ch_1":616.33333,"eq_sphere_vol_ch_1":1438.78963,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":30.17278,"fiber_width_ch_1":5.5062,"inten_cooc_asm_ch_3":0.02557,"inten_cooc_asm_ch_4":0.01178,"inten_cooc_contrast_ch_3":33.93241,"inten_cooc_contrast_ch_4":48.0014,"inten_cooc_entropy_ch_3":6.1787,"inten_cooc_entropy_ch_4":6.9462,"inten_cooc_max_ch_3":0.11905,"inten_cooc_max_ch_4":0.072,"kurt_inten_ch_1":-0.38016,"kurt_inten_ch_3":1.35538,"kurt_inten_ch_4":-0.26684,"length_ch_1":20.69336,"neighbor_avg_dist_ch_1":249.853,"neighbor_min_dist_ch_1":20.47619,"neighbor_var_dist_ch_1":121.12235,"perim_ch_1":71.35797,"shape_bfr_ch_1":0.51277,"shape_lwr_ch_1":1.42505,"shape_p_2_a_ch_1":2.43896,"skew_inten_ch_1":0.55253,"skew_inten_ch_3":1.22769,"skew_inten_ch_4":0.64724,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":3547,"total_inten_ch_2":1943,"total_inten_ch_3":1235,"total_inten_ch_4":1402,"var_inten_ch_1":16.95944,"var_inten_ch_3":9.38131,"var_inten_ch_4":8.0764,"width_ch_1":14.5211}
{"case":"Train","class":"WS","angle_ch_1":50.86447,"area_ch_1":256,"avg_inten_ch_1":779.42857,"avg_inten_ch_2":360.48571,"avg_inten_ch_3":555.33469,"avg_inten_ch_4":399.64898,"convex_hull_area_ratio_ch_1":1.17795,"convex_hull_perim_ratio_ch_1":0.92856,"diff_inten_density_ch_1":267.05393,"diff_inten_density_ch_3":281.4764,"diff_inten_density_ch_4":213.58427,"entropy_inten_ch_1":7.7458,"entropy_inten_ch_3":6.39447,"entropy_inten_ch_4":7.44068,"eq_circ_diam_ch_1":18.08245,"eq_ellipse_lwr_ch_1":1.92052,"eq_ellipse_oblate_vol_ch_1":434.68993,"eq_ellipse_prolate_vol_ch_1":226.34024,"eq_sphere_area_ch_1":1027.22222,"eq_sphere_vol_ch_1":3095.78237,"fiber_align_2_ch_3":1.30939,"fiber_align_2_ch_4":1.38109,"fiber_length_ch_1":28.45163,"fiber_width_ch_1":9.52339,"inten_cooc_asm_ch_3":0.05669,"inten_cooc_asm_ch_4":0.01074,"inten_cooc_contrast_ch_3":2.47207,"inten_cooc_contrast_ch_4":4.82434,"inten_cooc_entropy_ch_3":5.74425,"inten_cooc_entropy_ch_4":6.8006,"inten_cooc_max_ch_3":0.22273,"inten_cooc_max_ch_4":0.03182,"kurt_inten_ch_1":-1.34179,"kurt_inten_ch_3":0.44546,"kurt_inten_ch_4":2.72763,"length_ch_1":26.96111,"neighbor_avg_dist_ch_1":227.31916,"neighbor_min_dist_ch_1":29.69048,"neighbor_var_dist_ch_1":114.54239,"perim_ch_1":75.95005,"shape_bfr_ch_1":0.58819,"shape_lwr_ch_1":1.66491,"shape_p_2_a_ch_1":1.69412,"skew_inten_ch_1":0.28191,"skew_inten_ch_3":1.04341,"skew_inten_ch_4":1.70223,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":190960,"total_inten_ch_2":88075,"total_inten_ch_3":136057,"total_inten_ch_4":97914,"var_inten_ch_1":575.80374,"var_inten_ch_3":566.0258,"var_inten_ch_4":407.56908,"width_ch_1":16.19369}
{"case":"Train","class":"PS","angle_ch_1":4.59059,"area_ch_1":252,"avg_inten_ch_1":94.6556,"avg_inten_ch_2":142.90871,"avg_inten_ch_3":203.35685,"avg_inten_ch_4":99.71784,"convex_hull_area_ratio_ch_1":1.176,"convex_hull_perim_ratio_ch_1":0.94662,"diff_inten_density_ch_1":78.50342,"diff_inten_density_ch_3":139.58314,"diff_inten_density_ch_4":63.51481,"entropy_inten_ch_1":7.06881,"entropy_inten_ch_3":7.38787,"entropy_inten_ch_4":6.60333,"eq_circ_diam_ch_1":17.93423,"eq_ellipse_lwr_ch_1":2.79683,"eq_ellipse_oblate_vol_ch_1":511.77595,"eq_ellipse_prolate_vol_ch_1":182.98452,"eq_sphere_area_ch_1":1010.45125,"eq_sphere_vol_ch_1":3020.27759,"fiber_align_2_ch_3":1.54345,"fiber_align_2_ch_4":1.70805,"fiber_length_ch_1":29.84636,"fiber_width_ch_1":8.77985,"inten_cooc_asm_ch_3":0.0074,"inten_cooc_asm_ch_4":0.01422,"inten_cooc_contrast_ch_3":15.16251,"inten_cooc_contrast_ch_4":8.59587,"inten_cooc_entropy_ch_3":7.36128,"inten_cooc_entropy_ch_4":6.84196,"inten_cooc_max_ch_3":0.01896,"inten_cooc_max_ch_4":0.10526,"kurt_inten_ch_1":-0.2173,"kurt_inten_ch_3":-0.04476,"kurt_inten_ch_4":-1.13708,"length_ch_1":30.94352,"neighbor_avg_dist_ch_1":244.96215,"neighbor_min_dist_ch_1":21.5,"neighbor_var_dist_ch_1":107.71645,"perim_ch_1":77.25241,"shape_bfr_ch_1":0.60051,"shape_lwr_ch_1":2.27616,"shape_p_2_a_ch_1":1.81231,"skew_inten_ch_1":0.62254,"skew_inten_ch_3":0.57516,"skew_inten_ch_4":0.18394,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":22812,"total_inten_ch_2":34201,"total_inten_ch_3":49009,"total_inten_ch_4":24032,"var_inten_ch_1":60.92245,"var_inten_ch_3":127.62041,"var_inten_ch_4":73.39742,"width_ch_1":13.59459}
{"case":"Test","class":"PS","angle_ch_1":158.11849,"area_ch_1":311,"avg_inten_ch_1":391.29966,"avg_inten_ch_2":455.67003,"avg_inten_ch_3":337.96633,"avg_inten_ch_4":403.63973,"convex_hull_area_ratio_ch_1":1.10645,"convex_hull_perim_ratio_ch_1":0.94172,"diff_inten_density_ch_1":147.98355,"diff_inten_density_ch_3":204.63803,"diff_inten_density_ch_4":197.88483,"entropy_inten_ch_1":7.89947,"entropy_inten_ch_3":7.14298,"entropy_inten_ch_4":6.71789,"eq_circ_diam_ch_1":19.90914,"eq_ellipse_lwr_ch_1":2.22512,"eq_ellipse_oblate_vol_ch_1":624.50081,"eq_ellipse_prolate_vol_ch_1":280.65931,"eq_sphere_area_ch_1":1245.2449,"eq_sphere_vol_ch_1":4131.95868,"fiber_align_2_ch_3":1.35706,"fiber_align_2_ch_4":1.13017,"fiber_length_ch_1":29.19112,"fiber_width_ch_1":11.13139,"inten_cooc_asm_ch_3":0.01644,"inten_cooc_asm_ch_4":0.03671,"inten_cooc_contrast_ch_3":7.73651,"inten_cooc_contrast_ch_4":4.91774,"inten_cooc_entropy_ch_3":6.93421,"inten_cooc_entropy_ch_4":6.24963,"inten_cooc_max_ch_3":0.10409,"inten_cooc_max_ch_4":0.17844,"kurt_inten_ch_1":-1.03896,"kurt_inten_ch_3":3.72113,"kurt_inten_ch_4":-0.53196,"length_ch_1":31.56173,"neighbor_avg_dist_ch_1":255.81674,"neighbor_min_dist_ch_1":47.19529,"neighbor_var_dist_ch_1":117.80328,"perim_ch_1":80.64502,"shape_bfr_ch_1":0.61042,"shape_lwr_ch_1":1.95325,"shape_p_2_a_ch_1":1.59273,"skew_inten_ch_1":-0.13131,"skew_inten_ch_3":1.70051,"skew_inten_ch_4":0.63162,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":116216,"total_inten_ch_2":135038,"total_inten_ch_3":100376,"total_inten_ch_4":119881,"var_inten_ch_1":197.17252,"var_inten_ch_3":326.91127,"var_inten_ch_4":357.66522,"width_ch_1":16.15857}
{"case":"Test","class":"WS","angle_ch_1":42.08862,"area_ch_1":376,"avg_inten_ch_1":185.32033,"avg_inten_ch_2":309.10028,"avg_inten_ch_3":156.36769,"avg_inten_ch_4":160.27855,"convex_hull_area_ratio_ch_1":1.06927,"convex_hull_perim_ratio_ch_1":0.94045,"diff_inten_density_ch_1":91.10134,"diff_inten_density_ch_3":127.65872,"diff_inten_density_ch_4":109.0149,"entropy_inten_ch_1":7.66573,"entropy_inten_ch_3":5.48453,"entropy_inten_ch_4":6.14654,"eq_circ_diam_ch_1":21.88877,"eq_ellipse_lwr_ch_1":1.32864,"eq_ellipse_oblate_vol_ch_1":641.30823,"eq_ellipse_prolate_vol_ch_1":482.68037,"eq_sphere_area_ch_1":1505.19501,"eq_sphere_vol_ch_1":5491.14572,"fiber_align_2_ch_3":1.74307,"fiber_align_2_ch_4":1.54756,"fiber_length_ch_1":23.59774,"fiber_width_ch_1":16.51273,"inten_cooc_asm_ch_3":0.11952,"inten_cooc_asm_ch_4":0.06867,"inten_cooc_contrast_ch_3":4.66467,"inten_cooc_contrast_ch_4":5.09813,"inten_cooc_entropy_ch_3":5.24023,"inten_cooc_entropy_ch_4":5.8568,"inten_cooc_max_ch_3":0.3403,"inten_cooc_max_ch_4":0.25,"kurt_inten_ch_1":1.79366,"kurt_inten_ch_3":7.87168,"kurt_inten_ch_4":0.0481,"length_ch_1":26.78808,"neighbor_avg_dist_ch_1":162.87088,"neighbor_min_dist_ch_1":18.45699,"neighbor_var_dist_ch_1":69.86593,"perim_ch_1":80.22094,"shape_bfr_ch_1":0.64763,"shape_lwr_ch_1":1.23503,"shape_p_2_a_ch_1":1.31424,"skew_inten_ch_1":0.62295,"skew_inten_ch_3":2.15577,"skew_inten_ch_4":0.97975,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":7,"total_inten_ch_1":66530,"total_inten_ch_2":110609,"total_inten_ch_3":56136,"total_inten_ch_4":57540,"var_inten_ch_1":100.27117,"var_inten_ch_3":206.31309,"var_inten_ch_4":173.63837,"width_ch_1":21.69025}
{"case":"Train","class":"PS","angle_ch_1":100.05479,"area_ch_1":190,"avg_inten_ch_1":72.11538,"avg_inten_ch_2":29.88462,"avg_inten_ch_3":172.09341,"avg_inten_ch_4":133.7967,"convex_hull_area_ratio_ch_1":1.28041,"convex_hull_perim_ratio_ch_1":0.87458,"diff_inten_density_ch_1":76.43302,"diff_inten_density_ch_3":149.96573,"diff_inten_density_ch_4":116.53894,"entropy_inten_ch_1":6.63923,"entropy_inten_ch_3":6.86082,"entropy_inten_ch_4":6.3435,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.8575,"eq_ellipse_oblate_vol_ch_1":273.71115,"eq_ellipse_prolate_vol_ch_1":147.35497,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.85196,"fiber_align_2_ch_4":1.69416,"fiber_length_ch_1":28.54593,"fiber_width_ch_1":7.16944,"inten_cooc_asm_ch_3":0.0074,"inten_cooc_asm_ch_4":0.01786,"inten_cooc_contrast_ch_3":19.90228,"inten_cooc_contrast_ch_4":11.17459,"inten_cooc_entropy_ch_3":7.31028,"inten_cooc_entropy_ch_4":6.62528,"inten_cooc_max_ch_3":0.02516,"inten_cooc_max_ch_4":0.10063,"kurt_inten_ch_1":2.63147,"kurt_inten_ch_3":3.79189,"kurt_inten_ch_4":1.76382,"length_ch_1":24.61593,"neighbor_avg_dist_ch_1":240.45767,"neighbor_min_dist_ch_1":20.57832,"neighbor_var_dist_ch_1":119.71148,"perim_ch_1":71.43073,"shape_bfr_ch_1":0.50818,"shape_lwr_ch_1":1.61415,"shape_p_2_a_ch_1":1.98394,"skew_inten_ch_1":1.34191,"skew_inten_ch_3":1.77984,"skew_inten_ch_4":1.48501,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":13125,"total_inten_ch_2":5258,"total_inten_ch_3":31321,"total_inten_ch_4":24351,"var_inten_ch_1":51.56211,"var_inten_ch_3":139.56285,"var_inten_ch_4":142.12039,"width_ch_1":15.25007}
{"case":"Test","class":"PS","angle_ch_1":175.4473,"area_ch_1":156,"avg_inten_ch_1":259.14094,"avg_inten_ch_2":730.37584,"avg_inten_ch_3":426.38926,"avg_inten_ch_4":339.60403,"convex_hull_area_ratio_ch_1":1.01282,"convex_hull_perim_ratio_ch_1":0.98728,"diff_inten_density_ch_1":159.06667,"diff_inten_density_ch_3":313.8,"diff_inten_density_ch_4":172.28148,"entropy_inten_ch_1":6.7291,"entropy_inten_ch_3":5.77704,"entropy_inten_ch_4":6.09191,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.52902,"eq_ellipse_oblate_vol_ch_1":183.9534,"eq_ellipse_prolate_vol_ch_1":120.30789,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.45838,"fiber_align_2_ch_4":1.19797,"fiber_length_ch_1":12.23427,"fiber_width_ch_1":12.23427,"inten_cooc_asm_ch_3":0.06743,"inten_cooc_asm_ch_4":0.03502,"inten_cooc_contrast_ch_3":3.24111,"inten_cooc_contrast_ch_4":8.22069,"inten_cooc_entropy_ch_3":5.50788,"inten_cooc_entropy_ch_4":6.19313,"inten_cooc_max_ch_3":0.25758,"inten_cooc_max_ch_4":0.17424,"kurt_inten_ch_1":1.39563,"kurt_inten_ch_3":1.01431,"kurt_inten_ch_4":-0.99399,"length_ch_1":17.75618,"neighbor_avg_dist_ch_1":214.38419,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":102.20044,"perim_ch_1":48.93706,"shape_bfr_ch_1":0.74061,"shape_lwr_ch_1":1.49507,"shape_p_2_a_ch_1":1.16547,"skew_inten_ch_1":1.54967,"skew_inten_ch_3":1.4591,"skew_inten_ch_4":-0.02935,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":38612,"total_inten_ch_2":108678,"total_inten_ch_3":63532,"total_inten_ch_4":50601,"var_inten_ch_1":257.54317,"var_inten_ch_3":585.78239,"var_inten_ch_4":235.99084,"width_ch_1":11.8765}
{"case":"Test","class":"PS","angle_ch_1":5.65977,"area_ch_1":206,"avg_inten_ch_1":40.13706,"avg_inten_ch_2":2.87817,"avg_inten_ch_3":88.17259,"avg_inten_ch_4":46.68528,"convex_hull_area_ratio_ch_1":1.20096,"convex_hull_perim_ratio_ch_1":0.9132,"diff_inten_density_ch_1":47.80571,"diff_inten_density_ch_3":58.10286,"diff_inten_density_ch_4":46.54857,"entropy_inten_ch_1":6.18244,"entropy_inten_ch_3":6.89587,"entropy_inten_ch_4":6.21342,"eq_circ_diam_ch_1":16.21464,"eq_ellipse_lwr_ch_1":3.16507,"eq_ellipse_oblate_vol_ch_1":402.35782,"eq_ellipse_prolate_vol_ch_1":127.12452,"eq_sphere_area_ch_1":825.97052,"eq_sphere_vol_ch_1":2232.13591,"fiber_align_2_ch_3":1.55499,"fiber_align_2_ch_4":1.10833,"fiber_length_ch_1":30.33636,"fiber_width_ch_1":7.17821,"inten_cooc_asm_ch_3":0.00863,"inten_cooc_asm_ch_4":0.0069,"inten_cooc_contrast_ch_3":18.64901,"inten_cooc_contrast_ch_4":24.13867,"inten_cooc_entropy_ch_3":7.18899,"inten_cooc_entropy_ch_4":7.42399,"inten_cooc_max_ch_3":0.04469,"inten_cooc_max_ch_4":0.03352,"kurt_inten_ch_1":0.02446,"kurt_inten_ch_3":0.06349,"kurt_inten_ch_4":-0.48284,"length_ch_1":26.99413,"neighbor_avg_dist_ch_1":260.23232,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":121.52663,"perim_ch_1":75.02913,"shape_bfr_ch_1":0.62569,"shape_lwr_ch_1":2.20796,"shape_p_2_a_ch_1":2.05716,"skew_inten_ch_1":0.63614,"skew_inten_ch_3":0.46392,"skew_inten_ch_4":0.50875,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":7907,"total_inten_ch_2":371,"total_inten_ch_3":17370,"total_inten_ch_4":9197,"var_inten_ch_1":24.88668,"var_inten_ch_3":51.95186,"var_inten_ch_4":34.6557,"width_ch_1":12.22582}
{"case":"Train","class":"WS","angle_ch_1":84.75816,"area_ch_1":357,"avg_inten_ch_1":165.65396,"avg_inten_ch_2":428.84457,"avg_inten_ch_3":117.52786,"avg_inten_ch_4":741.69208,"convex_hull_area_ratio_ch_1":1.01707,"convex_hull_perim_ratio_ch_1":0.98206,"diff_inten_density_ch_1":66.46334,"diff_inten_density_ch_3":51.65523,"diff_inten_density_ch_4":366.53198,"entropy_inten_ch_1":7.06937,"entropy_inten_ch_3":6.97618,"entropy_inten_ch_4":5.77488,"eq_circ_diam_ch_1":21.33297,"eq_ellipse_lwr_ch_1":1.07563,"eq_ellipse_oblate_vol_ch_1":534.17668,"eq_ellipse_prolate_vol_ch_1":496.6167,"eq_sphere_area_ch_1":1429.72562,"eq_sphere_vol_ch_1":5083.38338,"fiber_align_2_ch_3":1.31847,"fiber_align_2_ch_4":1.10458,"fiber_length_ch_1":17.83949,"fiber_width_ch_1":17.83949,"inten_cooc_asm_ch_3":0.00653,"inten_cooc_asm_ch_4":0.07839,"inten_cooc_contrast_ch_3":18.95767,"inten_cooc_contrast_ch_4":2.17339,"inten_cooc_entropy_ch_3":7.63371,"inten_cooc_entropy_ch_4":5.31667,"inten_cooc_max_ch_3":0.02812,"inten_cooc_max_ch_4":0.26791,"kurt_inten_ch_1":0.1717,"kurt_inten_ch_3":1.36891,"kurt_inten_ch_4":-0.84086,"length_ch_1":22.15837,"neighbor_avg_dist_ch_1":217.04058,"neighbor_min_dist_ch_1":46.43402,"neighbor_var_dist_ch_1":101.21663,"perim_ch_1":71.35797,"shape_bfr_ch_1":0.76309,"shape_lwr_ch_1":1.04823,"shape_p_2_a_ch_1":1.09979,"skew_inten_ch_1":-0.53549,"skew_inten_ch_3":1.01658,"skew_inten_ch_4":0.88849,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":56488,"total_inten_ch_2":145896,"total_inten_ch_3":40077,"total_inten_ch_4":252917,"var_inten_ch_1":55.02058,"var_inten_ch_3":49.05019,"var_inten_ch_4":913.88349,"width_ch_1":21.13884}
{"case":"Train","class":"PS","angle_ch_1":6.95505,"area_ch_1":170,"avg_inten_ch_1":41.19018,"avg_inten_ch_2":6.22699,"avg_inten_ch_3":41.55828,"avg_inten_ch_4":3.35583,"convex_hull_area_ratio_ch_1":1.32286,"convex_hull_perim_ratio_ch_1":0.67174,"diff_inten_density_ch_1":49.08,"diff_inten_density_ch_3":71.88,"diff_inten_density_ch_4":8.70909,"entropy_inten_ch_1":5.9706,"entropy_inten_ch_3":4.05113,"entropy_inten_ch_4":3.03446,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":1.26233,"eq_ellipse_oblate_vol_ch_1":191.24501,"eq_ellipse_prolate_vol_ch_1":151.5011,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":39.66952,"fiber_width_ch_1":4.62402,"inten_cooc_asm_ch_3":0.16353,"inten_cooc_asm_ch_4":0.05557,"inten_cooc_contrast_ch_3":6.12785,"inten_cooc_contrast_ch_4":11.5252,"inten_cooc_entropy_ch_3":4.59047,"inten_cooc_entropy_ch_4":5.29717,"inten_cooc_max_ch_3":0.4,"inten_cooc_max_ch_4":0.21538,"kurt_inten_ch_1":1.43313,"kurt_inten_ch_3":7.71163,"kurt_inten_ch_4":60.13666,"length_ch_1":19.65667,"neighbor_avg_dist_ch_1":310.64079,"neighbor_min_dist_ch_1":37.88095,"neighbor_var_dist_ch_1":110.95498,"perim_ch_1":88.58708,"shape_bfr_ch_1":0.60146,"shape_lwr_ch_1":1.3602,"shape_p_2_a_ch_1":3.40449,"skew_inten_ch_1":1.16756,"skew_inten_ch_3":2.66545,"skew_inten_ch_4":6.51852,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6714,"total_inten_ch_2":853,"total_inten_ch_3":6774,"total_inten_ch_4":547,"var_inten_ch_1":28.81793,"var_inten_ch_3":77.23108,"var_inten_ch_4":6.13916,"width_ch_1":14.45132}
{"case":"Train","class":"PS","angle_ch_1":77.66867,"area_ch_1":227,"avg_inten_ch_1":118.12442,"avg_inten_ch_2":214.06452,"avg_inten_ch_3":70,"avg_inten_ch_4":252.06452,"convex_hull_area_ratio_ch_1":1.04319,"convex_hull_perim_ratio_ch_1":0.9659,"diff_inten_density_ch_1":63.47739,"diff_inten_density_ch_3":50.92965,"diff_inten_density_ch_4":119.49246,"entropy_inten_ch_1":7.12195,"entropy_inten_ch_3":6.61899,"entropy_inten_ch_4":7.21631,"eq_circ_diam_ch_1":17.01783,"eq_ellipse_lwr_ch_1":1.8609,"eq_ellipse_oblate_vol_ch_1":356.67497,"eq_ellipse_prolate_vol_ch_1":191.66802,"eq_sphere_area_ch_1":909.8254,"eq_sphere_vol_ch_1":2580.54179,"fiber_align_2_ch_3":1.17574,"fiber_align_2_ch_4":1.33711,"fiber_length_ch_1":18.35754,"fiber_width_ch_1":12.88996,"inten_cooc_asm_ch_3":0.00789,"inten_cooc_asm_ch_4":0.00836,"inten_cooc_contrast_ch_3":10.34997,"inten_cooc_contrast_ch_4":10.76991,"inten_cooc_entropy_ch_3":7.24238,"inten_cooc_entropy_ch_4":7.17367,"inten_cooc_max_ch_3":0.02564,"inten_cooc_max_ch_4":0.02564,"kurt_inten_ch_1":-1.01471,"kurt_inten_ch_3":1.31092,"kurt_inten_ch_4":-0.63981,"length_ch_1":23.75336,"neighbor_avg_dist_ch_1":259.47392,"neighbor_min_dist_ch_1":23.34645,"neighbor_var_dist_ch_1":133.01924,"perim_ch_1":62.495,"shape_bfr_ch_1":0.69634,"shape_lwr_ch_1":1.72733,"shape_p_2_a_ch_1":1.31345,"skew_inten_ch_1":0.1159,"skew_inten_ch_3":1.1723,"skew_inten_ch_4":-0.03735,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":25633,"total_inten_ch_2":46236,"total_inten_ch_3":15190,"total_inten_ch_4":54698,"var_inten_ch_1":69.12473,"var_inten_ch_3":59.07334,"var_inten_ch_4":142.21845,"width_ch_1":13.75147}
{"case":"Test","class":"PS","angle_ch_1":96.56978,"area_ch_1":445,"avg_inten_ch_1":23.84941,"avg_inten_ch_2":9.83529,"avg_inten_ch_3":51.94353,"avg_inten_ch_4":63.41176,"convex_hull_area_ratio_ch_1":1.3437,"convex_hull_perim_ratio_ch_1":0.86908,"diff_inten_density_ch_1":35.82876,"diff_inten_density_ch_3":46.34641,"diff_inten_density_ch_4":48.34379,"entropy_inten_ch_1":5.65135,"entropy_inten_ch_3":6.46217,"entropy_inten_ch_4":6.29152,"eq_circ_diam_ch_1":23.81599,"eq_ellipse_lwr_ch_1":4.55204,"eq_ellipse_oblate_vol_ch_1":1529.00245,"eq_ellipse_prolate_vol_ch_1":335.89358,"eq_sphere_area_ch_1":1781.9161,"eq_sphere_vol_ch_1":7073.01682,"fiber_align_2_ch_3":1.47963,"fiber_align_2_ch_4":1.79578,"fiber_length_ch_1":61.69737,"fiber_width_ch_1":7.64937,"inten_cooc_asm_ch_3":0.01043,"inten_cooc_asm_ch_4":0.01878,"inten_cooc_contrast_ch_3":17.3588,"inten_cooc_contrast_ch_4":10.95502,"inten_cooc_entropy_ch_3":7.43303,"inten_cooc_entropy_ch_4":6.89157,"inten_cooc_max_ch_3":0.07634,"inten_cooc_max_ch_4":0.12468,"kurt_inten_ch_1":-0.34145,"kurt_inten_ch_3":-0.38475,"kurt_inten_ch_4":-0.54307,"length_ch_1":53.94273,"neighbor_avg_dist_ch_1":237.52148,"neighbor_min_dist_ch_1":26.22232,"neighbor_var_dist_ch_1":118.15992,"perim_ch_1":138.69347,"shape_bfr_ch_1":0.50028,"shape_lwr_ch_1":3.26774,"shape_p_2_a_ch_1":3.24345,"skew_inten_ch_1":0.54296,"skew_inten_ch_3":0.63634,"skew_inten_ch_4":0.472,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10136,"total_inten_ch_2":3756,"total_inten_ch_3":22076,"total_inten_ch_4":26950,"var_inten_ch_1":17.92838,"var_inten_ch_3":41.7021,"var_inten_ch_4":51.61689,"width_ch_1":16.50766}
{"case":"Train","class":"WS","angle_ch_1":61.87784,"area_ch_1":367,"avg_inten_ch_1":35.92593,"avg_inten_ch_2":153.03134,"avg_inten_ch_3":48.54131,"avg_inten_ch_4":101.90883,"convex_hull_area_ratio_ch_1":1.42608,"convex_hull_perim_ratio_ch_1":0.85385,"diff_inten_density_ch_1":41.71722,"diff_inten_density_ch_3":44.74092,"diff_inten_density_ch_4":67.99842,"entropy_inten_ch_1":6.24035,"entropy_inten_ch_3":5.57058,"entropy_inten_ch_4":6.52242,"eq_circ_diam_ch_1":21.64351,"eq_ellipse_lwr_ch_1":2.5995,"eq_ellipse_oblate_vol_ch_1":867.21582,"eq_ellipse_prolate_vol_ch_1":333.60862,"eq_sphere_area_ch_1":1471.65306,"eq_sphere_vol_ch_1":5308.62405,"fiber_align_2_ch_3":1.52993,"fiber_align_2_ch_4":1.56919,"fiber_length_ch_1":49.43723,"fiber_width_ch_1":7.88728,"inten_cooc_asm_ch_3":0.04564,"inten_cooc_asm_ch_4":0.0279,"inten_cooc_contrast_ch_3":7.79509,"inten_cooc_contrast_ch_4":7.35155,"inten_cooc_entropy_ch_3":6.08046,"inten_cooc_entropy_ch_4":6.59784,"inten_cooc_max_ch_3":0.19427,"inten_cooc_max_ch_4":0.1465,"kurt_inten_ch_1":3.22352,"kurt_inten_ch_3":3.59433,"kurt_inten_ch_4":-0.17469,"length_ch_1":41.25453,"neighbor_avg_dist_ch_1":283.85329,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":122.37112,"perim_ch_1":114.64901,"shape_bfr_ch_1":0.41845,"shape_lwr_ch_1":1.9357,"shape_p_2_a_ch_1":2.68254,"skew_inten_ch_1":1.76349,"skew_inten_ch_3":2.01513,"skew_inten_ch_4":0.77065,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":12,"total_inten_ch_1":12610,"total_inten_ch_2":53364,"total_inten_ch_3":17038,"total_inten_ch_4":35770,"var_inten_ch_1":34.5951,"var_inten_ch_3":71.95807,"var_inten_ch_4":94.57729,"width_ch_1":21.31248}
{"case":"Train","class":"PS","angle_ch_1":77.64484,"area_ch_1":186,"avg_inten_ch_1":41.99438,"avg_inten_ch_2":289.26404,"avg_inten_ch_3":24.83708,"avg_inten_ch_4":125.89326,"convex_hull_area_ratio_ch_1":1.02174,"convex_hull_perim_ratio_ch_1":0.97418,"diff_inten_density_ch_1":44.02769,"diff_inten_density_ch_3":22.07692,"diff_inten_density_ch_4":64.32308,"entropy_inten_ch_1":6.06685,"entropy_inten_ch_3":4.84342,"entropy_inten_ch_4":6.80411,"eq_circ_diam_ch_1":15.4129,"eq_ellipse_lwr_ch_1":1.37324,"eq_ellipse_oblate_vol_ch_1":227.62779,"eq_ellipse_prolate_vol_ch_1":165.75927,"eq_sphere_area_ch_1":746.30839,"eq_sphere_vol_ch_1":1917.12883,"fiber_align_2_ch_3":1.00017,"fiber_align_2_ch_4":1.55915,"fiber_length_ch_1":13.70788,"fiber_width_ch_1":13.70788,"inten_cooc_asm_ch_3":0.05458,"inten_cooc_asm_ch_4":0.00889,"inten_cooc_contrast_ch_3":10.24886,"inten_cooc_contrast_ch_4":11.44025,"inten_cooc_entropy_ch_3":5.9417,"inten_cooc_entropy_ch_4":7.09882,"inten_cooc_max_ch_3":0.21818,"inten_cooc_max_ch_4":0.03125,"kurt_inten_ch_1":-0.47116,"kurt_inten_ch_3":-1.1795,"kurt_inten_ch_4":0.38545,"length_ch_1":18.97326,"neighbor_avg_dist_ch_1":177.82168,"neighbor_min_dist_ch_1":24.16277,"neighbor_var_dist_ch_1":74.97604,"perim_ch_1":54.8315,"shape_bfr_ch_1":0.68238,"shape_lwr_ch_1":1.31659,"shape_p_2_a_ch_1":1.24049,"skew_inten_ch_1":0.33552,"skew_inten_ch_3":0.39549,"skew_inten_ch_4":0.85865,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":7475,"total_inten_ch_2":51312,"total_inten_ch_3":4421,"total_inten_ch_4":22409,"var_inten_ch_1":23.90113,"var_inten_ch_3":23.0878,"var_inten_ch_4":77.95883,"width_ch_1":14.4109}
{"case":"Test","class":"PS","angle_ch_1":34.15177,"area_ch_1":270,"avg_inten_ch_1":114.26744,"avg_inten_ch_2":137.11628,"avg_inten_ch_3":209.86822,"avg_inten_ch_4":228.0969,"convex_hull_area_ratio_ch_1":1.11754,"convex_hull_perim_ratio_ch_1":0.94023,"diff_inten_density_ch_1":104.51579,"diff_inten_density_ch_3":176.84842,"diff_inten_density_ch_4":136.97895,"entropy_inten_ch_1":7.14661,"entropy_inten_ch_3":5.56882,"entropy_inten_ch_4":6.28949,"eq_circ_diam_ch_1":18.55599,"eq_ellipse_lwr_ch_1":1.76017,"eq_ellipse_oblate_vol_ch_1":449.70597,"eq_ellipse_prolate_vol_ch_1":255.4898,"eq_sphere_area_ch_1":1081.72789,"eq_sphere_vol_ch_1":3345.42159,"fiber_align_2_ch_3":1.04168,"fiber_align_2_ch_4":1.37657,"fiber_length_ch_1":24.52438,"fiber_width_ch_1":11.45447,"inten_cooc_asm_ch_3":0.10967,"inten_cooc_asm_ch_4":0.04284,"inten_cooc_contrast_ch_3":4.2543,"inten_cooc_contrast_ch_4":6.1754,"inten_cooc_entropy_ch_3":5.36065,"inten_cooc_entropy_ch_4":6.13736,"inten_cooc_max_ch_3":0.32766,"inten_cooc_max_ch_4":0.19167,"kurt_inten_ch_1":1.92533,"kurt_inten_ch_3":1.47432,"kurt_inten_ch_4":-0.86897,"length_ch_1":26.11145,"neighbor_avg_dist_ch_1":224.23872,"neighbor_min_dist_ch_1":15.35714,"neighbor_var_dist_ch_1":122.11901,"perim_ch_1":71.95771,"shape_bfr_ch_1":0.60906,"shape_lwr_ch_1":1.53555,"shape_p_2_a_ch_1":1.46679,"skew_inten_ch_1":1.47464,"skew_inten_ch_3":1.40196,"skew_inten_ch_4":0.43328,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":29481,"total_inten_ch_2":35119,"total_inten_ch_3":54146,"total_inten_ch_4":58849,"var_inten_ch_1":107.00548,"var_inten_ch_3":260.7639,"var_inten_ch_4":198.0824,"width_ch_1":17.00463}
{"case":"Train","class":"WS","angle_ch_1":67.37581,"area_ch_1":153,"avg_inten_ch_1":103.04795,"avg_inten_ch_2":275.4726,"avg_inten_ch_3":18.34247,"avg_inten_ch_4":68.23288,"convex_hull_area_ratio_ch_1":1.04902,"convex_hull_perim_ratio_ch_1":0.96792,"diff_inten_density_ch_1":63.22222,"diff_inten_density_ch_3":21.2682,"diff_inten_density_ch_4":58.29502,"entropy_inten_ch_1":6.50798,"entropy_inten_ch_3":1.65672,"entropy_inten_ch_4":2.94228,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":2.16192,"eq_ellipse_oblate_vol_ch_1":212.16356,"eq_ellipse_prolate_vol_ch_1":98.13657,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.51504,"fiber_align_2_ch_4":1.40507,"fiber_length_ch_1":19.17737,"fiber_width_ch_1":8.36259,"inten_cooc_asm_ch_3":0.60839,"inten_cooc_asm_ch_4":0.36818,"inten_cooc_contrast_ch_3":0.39021,"inten_cooc_contrast_ch_4":1.24841,"inten_cooc_entropy_ch_3":1.6271,"inten_cooc_entropy_ch_4":2.89013,"inten_cooc_max_ch_3":0.78519,"inten_cooc_max_ch_4":0.60741,"kurt_inten_ch_1":-0.31405,"kurt_inten_ch_3":13.92687,"kurt_inten_ch_4":3.81026,"length_ch_1":22.4451,"neighbor_avg_dist_ch_1":176.55034,"neighbor_min_dist_ch_1":20.57832,"neighbor_var_dist_ch_1":93.11178,"perim_ch_1":55.07992,"shape_bfr_ch_1":0.59707,"shape_lwr_ch_1":1.96551,"shape_p_2_a_ch_1":1.50537,"skew_inten_ch_1":0.51747,"skew_inten_ch_3":3.64487,"skew_inten_ch_4":2.15969,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":15045,"total_inten_ch_2":40074,"total_inten_ch_3":2678,"total_inten_ch_4":9962,"var_inten_ch_1":60.24304,"var_inten_ch_3":53.93203,"var_inten_ch_4":134.39973,"width_ch_1":11.41947}
{"case":"Train","class":"PS","angle_ch_1":5.66884,"area_ch_1":263,"avg_inten_ch_1":212.24303,"avg_inten_ch_2":418.88446,"avg_inten_ch_3":253.79283,"avg_inten_ch_4":114.37052,"convex_hull_area_ratio_ch_1":1.09249,"convex_hull_perim_ratio_ch_1":0.95094,"diff_inten_density_ch_1":118.80172,"diff_inten_density_ch_3":178.21983,"diff_inten_density_ch_4":87.7069,"entropy_inten_ch_1":7.32687,"entropy_inten_ch_3":4.00528,"entropy_inten_ch_4":5.18389,"eq_circ_diam_ch_1":18.30253,"eq_ellipse_lwr_ch_1":1.25307,"eq_ellipse_oblate_vol_ch_1":364.09997,"eq_ellipse_prolate_vol_ch_1":290.56522,"eq_sphere_area_ch_1":1052.37868,"eq_sphere_vol_ch_1":3210.19843,"fiber_align_2_ch_3":1.52221,"fiber_align_2_ch_4":1.5287,"fiber_length_ch_1":20.60817,"fiber_width_ch_1":13.19886,"inten_cooc_asm_ch_3":0.28499,"inten_cooc_asm_ch_4":0.11812,"inten_cooc_contrast_ch_3":1.16379,"inten_cooc_contrast_ch_4":4.84052,"inten_cooc_entropy_ch_3":3.54356,"inten_cooc_entropy_ch_4":5.19353,"inten_cooc_max_ch_3":0.53017,"inten_cooc_max_ch_4":0.34483,"kurt_inten_ch_1":5.02111,"kurt_inten_ch_3":4.52295,"kurt_inten_ch_4":-0.47637,"length_ch_1":20.26742,"neighbor_avg_dist_ch_1":194.14058,"neighbor_min_dist_ch_1":21.98212,"neighbor_var_dist_ch_1":82.73733,"perim_ch_1":67.61405,"shape_bfr_ch_1":0.70014,"shape_lwr_ch_1":1.09313,"shape_p_2_a_ch_1":1.33748,"skew_inten_ch_1":1.80002,"skew_inten_ch_3":2.22827,"skew_inten_ch_4":0.87419,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":53273,"total_inten_ch_2":104890,"total_inten_ch_3":63702,"total_inten_ch_4":28707,"var_inten_ch_1":135.22521,"var_inten_ch_3":460.83937,"var_inten_ch_4":129.76102,"width_ch_1":18.54071}
{"case":"Train","class":"PS","angle_ch_1":113.40733,"area_ch_1":173,"avg_inten_ch_1":22.90361,"avg_inten_ch_2":3.81325,"avg_inten_ch_3":44.92169,"avg_inten_ch_4":71.74096,"convex_hull_area_ratio_ch_1":1.16185,"convex_hull_perim_ratio_ch_1":0.82213,"diff_inten_density_ch_1":35.67797,"diff_inten_density_ch_3":40.74237,"diff_inten_density_ch_4":34.78305,"entropy_inten_ch_1":5.55443,"entropy_inten_ch_3":5.77558,"entropy_inten_ch_4":4.47524,"eq_circ_diam_ch_1":14.88429,"eq_ellipse_lwr_ch_1":1.26839,"eq_ellipse_oblate_vol_ch_1":197.01993,"eq_ellipse_prolate_vol_ch_1":155.33067,"eq_sphere_area_ch_1":695.99546,"eq_sphere_vol_ch_1":1726.56697,"fiber_align_2_ch_3":1.70834,"fiber_align_2_ch_4":1.03999,"fiber_length_ch_1":25.97868,"fiber_width_ch_1":6.98019,"inten_cooc_asm_ch_3":0.0195,"inten_cooc_asm_ch_4":0.18513,"inten_cooc_contrast_ch_3":11.09977,"inten_cooc_contrast_ch_4":1.19475,"inten_cooc_entropy_ch_3":6.56893,"inten_cooc_entropy_ch_4":4.20112,"inten_cooc_max_ch_3":0.10738,"inten_cooc_max_ch_4":0.42953,"kurt_inten_ch_1":-0.65714,"kurt_inten_ch_3":-0.15674,"kurt_inten_ch_4":-0.5363,"length_ch_1":19.1001,"neighbor_avg_dist_ch_1":207.03332,"neighbor_min_dist_ch_1":25.92079,"neighbor_var_dist_ch_1":111.54031,"perim_ch_1":65.91775,"shape_bfr_ch_1":0.53776,"shape_lwr_ch_1":1.12749,"shape_p_2_a_ch_1":1.90681,"skew_inten_ch_1":0.52021,"skew_inten_ch_3":0.75484,"skew_inten_ch_4":0.90825,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":3802,"total_inten_ch_2":468,"total_inten_ch_3":7457,"total_inten_ch_4":11909,"var_inten_ch_1":17.31815,"var_inten_ch_3":42.03842,"var_inten_ch_4":86.54743,"width_ch_1":16.94038}
{"case":"Train","class":"WS","angle_ch_1":46.85356,"area_ch_1":185,"avg_inten_ch_1":321.24859,"avg_inten_ch_2":294.90395,"avg_inten_ch_3":14,"avg_inten_ch_4":49.02825,"convex_hull_area_ratio_ch_1":1.02973,"convex_hull_perim_ratio_ch_1":0.973,"diff_inten_density_ch_1":112.49226,"diff_inten_density_ch_3":14.17028,"diff_inten_density_ch_4":29.77399,"entropy_inten_ch_1":7.17382,"entropy_inten_ch_3":4.20577,"entropy_inten_ch_4":5.07205,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.45396,"eq_ellipse_oblate_vol_ch_1":232.25135,"eq_ellipse_prolate_vol_ch_1":159.73668,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.46714,"fiber_align_2_ch_4":1.43632,"fiber_length_ch_1":13.47011,"fiber_width_ch_1":13.47011,"inten_cooc_asm_ch_3":0.11268,"inten_cooc_asm_ch_4":0.08284,"inten_cooc_contrast_ch_3":6.79524,"inten_cooc_contrast_ch_4":5.11109,"inten_cooc_entropy_ch_3":5.18858,"inten_cooc_entropy_ch_4":5.55993,"inten_cooc_max_ch_3":0.32919,"inten_cooc_max_ch_4":0.28571,"kurt_inten_ch_1":-0.94788,"kurt_inten_ch_3":-0.2169,"kurt_inten_ch_4":-1.41629,"length_ch_1":19.55964,"neighbor_avg_dist_ch_1":245.4091,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":109.25399,"perim_ch_1":53.88045,"shape_bfr_ch_1":0.68878,"shape_lwr_ch_1":1.42034,"shape_p_2_a_ch_1":1.19135,"skew_inten_ch_1":-0.20385,"skew_inten_ch_3":0.92292,"skew_inten_ch_4":0.34549,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":56861,"total_inten_ch_2":52022,"total_inten_ch_3":2478,"total_inten_ch_4":8678,"var_inten_ch_1":148.48434,"var_inten_ch_3":16.04865,"var_inten_ch_4":46.69076,"width_ch_1":13.77113}
{"case":"Train","class":"PS","angle_ch_1":102.57128,"area_ch_1":178,"avg_inten_ch_1":25.15882,"avg_inten_ch_2":7.84706,"avg_inten_ch_3":57.12941,"avg_inten_ch_4":99.01765,"convex_hull_area_ratio_ch_1":1.12813,"convex_hull_perim_ratio_ch_1":0.93493,"diff_inten_density_ch_1":36.80667,"diff_inten_density_ch_3":38.45333,"diff_inten_density_ch_4":55.68,"entropy_inten_ch_1":5.47514,"entropy_inten_ch_3":6.32229,"entropy_inten_ch_4":6.04756,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":2.40132,"eq_ellipse_oblate_vol_ch_1":280.94395,"eq_ellipse_prolate_vol_ch_1":116.99578,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.70164,"fiber_align_2_ch_4":1.6849,"fiber_length_ch_1":27.75107,"fiber_width_ch_1":6.7799,"inten_cooc_asm_ch_3":0.00759,"inten_cooc_asm_ch_4":0.01887,"inten_cooc_contrast_ch_3":18.67675,"inten_cooc_contrast_ch_4":9.82881,"inten_cooc_entropy_ch_3":7.27554,"inten_cooc_entropy_ch_4":6.54311,"inten_cooc_max_ch_3":0.03226,"inten_cooc_max_ch_4":0.11034,"kurt_inten_ch_1":0.09313,"kurt_inten_ch_3":-0.54484,"kurt_inten_ch_4":-1.14837,"length_ch_1":25.65013,"neighbor_avg_dist_ch_1":266.30836,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":121.14868,"perim_ch_1":69.06194,"shape_bfr_ch_1":0.53926,"shape_lwr_ch_1":1.99108,"shape_p_2_a_ch_1":2.01726,"skew_inten_ch_1":0.62961,"skew_inten_ch_3":0.27193,"skew_inten_ch_4":-0.16346,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":4277,"total_inten_ch_2":1165,"total_inten_ch_3":9712,"total_inten_ch_4":16833,"var_inten_ch_1":16.16764,"var_inten_ch_3":32.41343,"var_inten_ch_4":66.73393,"width_ch_1":12.88252}
{"case":"Test","class":"WS","angle_ch_1":118.61585,"area_ch_1":172,"avg_inten_ch_1":503.51515,"avg_inten_ch_2":369.28485,"avg_inten_ch_3":24.05455,"avg_inten_ch_4":87.72727,"convex_hull_area_ratio_ch_1":1.03179,"convex_hull_perim_ratio_ch_1":0.9712,"diff_inten_density_ch_1":172.67333,"diff_inten_density_ch_3":19.42,"diff_inten_density_ch_4":54.04,"entropy_inten_ch_1":7.15111,"entropy_inten_ch_3":4.87565,"entropy_inten_ch_4":4.46107,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.35983,"eq_ellipse_oblate_vol_ch_1":202.15777,"eq_ellipse_prolate_vol_ch_1":148.66355,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.03404,"fiber_align_2_ch_4":1.04356,"fiber_length_ch_1":12.95821,"fiber_width_ch_1":12.95821,"inten_cooc_asm_ch_3":0.06035,"inten_cooc_asm_ch_4":0.17598,"inten_cooc_contrast_ch_3":6.52853,"inten_cooc_contrast_ch_4":1.62072,"inten_cooc_entropy_ch_3":5.82101,"inten_cooc_entropy_ch_4":4.33919,"inten_cooc_max_ch_3":0.24503,"inten_cooc_max_ch_4":0.42384,"kurt_inten_ch_1":-0.92489,"kurt_inten_ch_3":-0.56325,"kurt_inten_ch_4":13.7198,"length_ch_1":18.38466,"neighbor_avg_dist_ch_1":213.49492,"neighbor_min_dist_ch_1":24.27098,"neighbor_var_dist_ch_1":93.95874,"perim_ch_1":51.83283,"shape_bfr_ch_1":0.68125,"shape_lwr_ch_1":1.33136,"shape_p_2_a_ch_1":1.179,"skew_inten_ch_1":-0.34877,"skew_inten_ch_3":0.6977,"skew_inten_ch_4":2.98022,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":83080,"total_inten_ch_2":60768,"total_inten_ch_3":3969,"total_inten_ch_4":14475,"var_inten_ch_1":230.22375,"var_inten_ch_3":23.63389,"var_inten_ch_4":130.21918,"width_ch_1":13.80897}
{"case":"Train","class":"PS","angle_ch_1":101.9188,"area_ch_1":197,"avg_inten_ch_1":82.23936,"avg_inten_ch_2":192.09574,"avg_inten_ch_3":64.03191,"avg_inten_ch_4":309.96277,"convex_hull_area_ratio_ch_1":1.01554,"convex_hull_perim_ratio_ch_1":0.98722,"diff_inten_density_ch_1":59.44509,"diff_inten_density_ch_3":56.86127,"diff_inten_density_ch_4":186.82659,"entropy_inten_ch_1":6.55025,"entropy_inten_ch_3":5.09741,"entropy_inten_ch_4":6.69176,"eq_circ_diam_ch_1":15.83993,"eq_ellipse_lwr_ch_1":1.4988,"eq_ellipse_oblate_vol_ch_1":258.12469,"eq_ellipse_prolate_vol_ch_1":172.22139,"eq_sphere_area_ch_1":788.23583,"eq_sphere_vol_ch_1":2080.93287,"fiber_align_2_ch_3":1.71233,"fiber_align_2_ch_4":1.78766,"fiber_length_ch_1":13.85781,"fiber_width_ch_1":13.85781,"inten_cooc_asm_ch_3":0.10967,"inten_cooc_asm_ch_4":0.01669,"inten_cooc_contrast_ch_3":3.17764,"inten_cooc_contrast_ch_4":10.65668,"inten_cooc_entropy_ch_3":5.05631,"inten_cooc_entropy_ch_4":6.64358,"inten_cooc_max_ch_3":0.32941,"inten_cooc_max_ch_4":0.10588,"kurt_inten_ch_1":-0.22159,"kurt_inten_ch_3":3.73851,"kurt_inten_ch_4":-0.86347,"length_ch_1":19.72281,"neighbor_avg_dist_ch_1":205.69688,"neighbor_min_dist_ch_1":37.54744,"neighbor_var_dist_ch_1":76.51026,"perim_ch_1":55.43123,"shape_bfr_ch_1":0.70684,"shape_lwr_ch_1":1.39529,"shape_p_2_a_ch_1":1.20865,"skew_inten_ch_1":0.18568,"skew_inten_ch_3":1.89255,"skew_inten_ch_4":0.27197,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":15461,"total_inten_ch_2":35927,"total_inten_ch_3":12038,"total_inten_ch_4":58273,"var_inten_ch_1":37.09478,"var_inten_ch_3":87.00715,"var_inten_ch_4":227.02841,"width_ch_1":14.13527}
{"case":"Test","class":"PS","angle_ch_1":166.34178,"area_ch_1":558,"avg_inten_ch_1":27.83302,"avg_inten_ch_2":40.21201,"avg_inten_ch_3":23.16323,"avg_inten_ch_4":19.79362,"convex_hull_area_ratio_ch_1":1.35417,"convex_hull_perim_ratio_ch_1":0.85805,"diff_inten_density_ch_1":42.18264,"diff_inten_density_ch_3":25.62563,"diff_inten_density_ch_4":23.59132,"entropy_inten_ch_1":5.91735,"entropy_inten_ch_3":5.43312,"entropy_inten_ch_4":5.32842,"eq_circ_diam_ch_1":26.67091,"eq_ellipse_lwr_ch_1":1.79427,"eq_ellipse_oblate_vol_ch_1":1348.20437,"eq_ellipse_prolate_vol_ch_1":751.3962,"eq_sphere_area_ch_1":2234.73243,"eq_sphere_vol_ch_1":9933.72446,"fiber_align_2_ch_3":1.07679,"fiber_align_2_ch_4":1.38329,"fiber_length_ch_1":51.19262,"fiber_width_ch_1":11.30238,"inten_cooc_asm_ch_3":0.01955,"inten_cooc_asm_ch_4":0.01029,"inten_cooc_contrast_ch_3":16.5633,"inten_cooc_contrast_ch_4":22.68805,"inten_cooc_entropy_ch_3":6.98523,"inten_cooc_entropy_ch_4":7.39363,"inten_cooc_max_ch_3":0.11717,"inten_cooc_max_ch_4":0.06667,"kurt_inten_ch_1":0.01581,"kurt_inten_ch_3":0.12,"kurt_inten_ch_4":-0.24526,"length_ch_1":36.67049,"neighbor_avg_dist_ch_1":218.83249,"neighbor_min_dist_ch_1":33.42703,"neighbor_var_dist_ch_1":89.91025,"perim_ch_1":124.99001,"shape_bfr_ch_1":0.55716,"shape_lwr_ch_1":1.34105,"shape_p_2_a_ch_1":2.14863,"skew_inten_ch_1":0.67152,"skew_inten_ch_3":0.88383,"skew_inten_ch_4":0.68474,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":15,"total_inten_ch_1":14835,"total_inten_ch_2":20901,"total_inten_ch_3":12346,"total_inten_ch_4":10550,"var_inten_ch_1":21.03424,"var_inten_ch_3":21.94,"var_inten_ch_4":16.9227,"width_ch_1":27.34466}
{"case":"Train","class":"PS","angle_ch_1":96.35774,"area_ch_1":159,"avg_inten_ch_1":182.42763,"avg_inten_ch_2":1.82237,"avg_inten_ch_3":207.5,"avg_inten_ch_4":161.77632,"convex_hull_area_ratio_ch_1":1.58725,"convex_hull_perim_ratio_ch_1":0.88453,"diff_inten_density_ch_1":120.30469,"diff_inten_density_ch_3":153.47656,"diff_inten_density_ch_4":128.05469,"entropy_inten_ch_1":6.89092,"entropy_inten_ch_3":5.97836,"entropy_inten_ch_4":4.09555,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":3.07015,"eq_ellipse_oblate_vol_ch_1":268.57573,"eq_ellipse_prolate_vol_ch_1":87.47966,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.55603,"fiber_align_2_ch_4":1.55688,"fiber_length_ch_1":36.3886,"fiber_width_ch_1":4.74568,"inten_cooc_asm_ch_3":0.03547,"inten_cooc_asm_ch_4":0.19575,"inten_cooc_contrast_ch_3":5.68828,"inten_cooc_contrast_ch_4":2.94005,"inten_cooc_entropy_ch_3":6.1258,"inten_cooc_entropy_ch_4":4.23263,"inten_cooc_max_ch_3":0.16418,"inten_cooc_max_ch_4":0.44262,"kurt_inten_ch_1":-0.74575,"kurt_inten_ch_3":-0.49806,"kurt_inten_ch_4":0.08307,"length_ch_1":31.319,"neighbor_avg_dist_ch_1":194.25063,"neighbor_min_dist_ch_1":21.3041,"neighbor_var_dist_ch_1":90.78663,"perim_ch_1":82.26856,"shape_bfr_ch_1":0.42452,"shape_lwr_ch_1":2.61353,"shape_p_2_a_ch_1":3.11883,"skew_inten_ch_1":0.42254,"skew_inten_ch_3":0.87308,"skew_inten_ch_4":1.11372,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":27729,"total_inten_ch_2":126,"total_inten_ch_3":31540,"total_inten_ch_4":24590,"var_inten_ch_1":106.33961,"var_inten_ch_3":216.10192,"var_inten_ch_4":219.17465,"width_ch_1":11.98341}
{"case":"Train","class":"WS","angle_ch_1":0.04841,"area_ch_1":172,"avg_inten_ch_1":196.03636,"avg_inten_ch_2":280.63636,"avg_inten_ch_3":402.64848,"avg_inten_ch_4":274.20606,"convex_hull_area_ratio_ch_1":1.05202,"convex_hull_perim_ratio_ch_1":0.97358,"diff_inten_density_ch_1":83.10067,"diff_inten_density_ch_3":144.73826,"diff_inten_density_ch_4":116.79866,"entropy_inten_ch_1":6.89793,"entropy_inten_ch_3":7.12687,"entropy_inten_ch_4":6.90869,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.85942,"eq_ellipse_oblate_vol_ch_1":236.39406,"eq_ellipse_prolate_vol_ch_1":127.13302,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.08895,"fiber_align_2_ch_4":1.28635,"fiber_length_ch_1":17.74508,"fiber_width_ch_1":10.21895,"inten_cooc_asm_ch_3":0.01135,"inten_cooc_asm_ch_4":0.01085,"inten_cooc_contrast_ch_3":5.52363,"inten_cooc_contrast_ch_4":6.14926,"inten_cooc_entropy_ch_3":6.7515,"inten_cooc_entropy_ch_4":6.80231,"inten_cooc_max_ch_3":0.04545,"inten_cooc_max_ch_4":0.04545,"kurt_inten_ch_1":-0.68474,"kurt_inten_ch_3":-0.68183,"kurt_inten_ch_4":-0.54703,"length_ch_1":21.50259,"neighbor_avg_dist_ch_1":245.6505,"neighbor_min_dist_ch_1":48.84333,"neighbor_var_dist_ch_1":103.17213,"perim_ch_1":55.92807,"shape_bfr_ch_1":0.71382,"shape_lwr_ch_1":1.9083,"shape_p_2_a_ch_1":1.37266,"skew_inten_ch_1":0.21021,"skew_inten_ch_3":0.39916,"skew_inten_ch_4":0.38286,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":32346,"total_inten_ch_2":46141,"total_inten_ch_3":66437,"total_inten_ch_4":45244,"var_inten_ch_1":99.48692,"var_inten_ch_3":221.64391,"var_inten_ch_4":164.33456,"width_ch_1":11.26796}
{"case":"Train","class":"PS","angle_ch_1":156.82632,"area_ch_1":473,"avg_inten_ch_1":580.89159,"avg_inten_ch_2":182.67035,"avg_inten_ch_3":19.71903,"avg_inten_ch_4":67.97124,"convex_hull_area_ratio_ch_1":1.21254,"convex_hull_perim_ratio_ch_1":0.91556,"diff_inten_density_ch_1":180.16726,"diff_inten_density_ch_3":27.04033,"diff_inten_density_ch_4":52.94543,"entropy_inten_ch_1":8.32123,"entropy_inten_ch_3":3.31041,"entropy_inten_ch_4":5.49873,"eq_circ_diam_ch_1":24.56085,"eq_ellipse_lwr_ch_1":1.07152,"eq_ellipse_oblate_vol_ch_1":813.63528,"eq_ellipse_prolate_vol_ch_1":759.32664,"eq_sphere_area_ch_1":1895.12018,"eq_sphere_vol_ch_1":7757.62796,"fiber_align_2_ch_3":1.82148,"fiber_align_2_ch_4":1.45934,"fiber_length_ch_1":38.57136,"fiber_width_ch_1":12.78595,"inten_cooc_asm_ch_3":0.32129,"inten_cooc_asm_ch_4":0.11031,"inten_cooc_contrast_ch_3":3.06553,"inten_cooc_contrast_ch_4":5.87878,"inten_cooc_entropy_ch_3":3.56486,"inten_cooc_entropy_ch_4":5.3923,"inten_cooc_max_ch_3":0.56398,"inten_cooc_max_ch_4":0.32304,"kurt_inten_ch_1":-0.46917,"kurt_inten_ch_3":2.28472,"kurt_inten_ch_4":1.682,"length_ch_1":29.57684,"neighbor_avg_dist_ch_1":283.61455,"neighbor_min_dist_ch_1":31.88637,"neighbor_var_dist_ch_1":125.83613,"perim_ch_1":102.71461,"shape_bfr_ch_1":0.54654,"shape_lwr_ch_1":1.00913,"shape_p_2_a_ch_1":1.70237,"skew_inten_ch_1":-0.0129,"skew_inten_ch_3":1.80251,"skew_inten_ch_4":1.43269,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":262563,"total_inten_ch_2":82116,"total_inten_ch_3":8913,"total_inten_ch_4":30723,"var_inten_ch_1":228.61285,"var_inten_ch_3":34.582,"var_inten_ch_4":83.56875,"width_ch_1":29.30938}
{"case":"Test","class":"PS","angle_ch_1":58.55114,"area_ch_1":181,"avg_inten_ch_1":124.68786,"avg_inten_ch_2":316.49711,"avg_inten_ch_3":23.76301,"avg_inten_ch_4":31.72832,"convex_hull_area_ratio_ch_1":1.06887,"convex_hull_perim_ratio_ch_1":0.96463,"diff_inten_density_ch_1":68.54633,"diff_inten_density_ch_3":25.78594,"diff_inten_density_ch_4":28.7508,"entropy_inten_ch_1":6.74512,"entropy_inten_ch_3":2.20919,"entropy_inten_ch_4":3.36907,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":1.7655,"eq_ellipse_oblate_vol_ch_1":247.30046,"eq_ellipse_prolate_vol_ch_1":140.07366,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.34659,"fiber_align_2_ch_4":1.15942,"fiber_length_ch_1":18.28153,"fiber_width_ch_1":10.40644,"inten_cooc_asm_ch_3":0.52941,"inten_cooc_asm_ch_4":0.31129,"inten_cooc_contrast_ch_3":0.84264,"inten_cooc_contrast_ch_4":2.00849,"inten_cooc_entropy_ch_3":2.1319,"inten_cooc_entropy_ch_4":3.41409,"inten_cooc_max_ch_3":0.72956,"inten_cooc_max_ch_4":0.55975,"kurt_inten_ch_1":-0.31095,"kurt_inten_ch_3":2.866,"kurt_inten_ch_4":2.21708,"length_ch_1":22.4707,"neighbor_avg_dist_ch_1":159.40313,"neighbor_min_dist_ch_1":18.45699,"neighbor_var_dist_ch_1":66.65146,"perim_ch_1":57.37596,"shape_bfr_ch_1":0.59817,"shape_lwr_ch_1":1.6656,"shape_p_2_a_ch_1":1.377,"skew_inten_ch_1":-0.05379,"skew_inten_ch_3":2.02705,"skew_inten_ch_4":1.75203,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":21571,"total_inten_ch_2":54582,"total_inten_ch_3":4111,"total_inten_ch_4":5489,"var_inten_ch_1":49.64307,"var_inten_ch_3":49.27775,"var_inten_ch_4":53.1187,"width_ch_1":13.49108}
{"case":"Train","class":"PS","angle_ch_1":109.77564,"area_ch_1":183,"avg_inten_ch_1":91.16571,"avg_inten_ch_2":212.77143,"avg_inten_ch_3":170.58857,"avg_inten_ch_4":187.69714,"convex_hull_area_ratio_ch_1":1.17007,"convex_hull_perim_ratio_ch_1":0.90795,"diff_inten_density_ch_1":72.65916,"diff_inten_density_ch_3":124.37621,"diff_inten_density_ch_4":187.45659,"entropy_inten_ch_1":6.65659,"entropy_inten_ch_3":6.91945,"entropy_inten_ch_4":2.73988,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":2.00091,"eq_ellipse_oblate_vol_ch_1":267.85019,"eq_ellipse_prolate_vol_ch_1":133.86446,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.67523,"fiber_align_2_ch_4":1.73809,"fiber_length_ch_1":27.2512,"fiber_width_ch_1":7.06773,"inten_cooc_asm_ch_3":0.00806,"inten_cooc_asm_ch_4":0.40684,"inten_cooc_contrast_ch_3":17.55375,"inten_cooc_contrast_ch_4":0.88112,"inten_cooc_entropy_ch_3":7.24634,"inten_cooc_entropy_ch_4":2.70905,"inten_cooc_max_ch_3":0.03704,"inten_cooc_max_ch_4":0.6358,"kurt_inten_ch_1":-0.5852,"kurt_inten_ch_3":0.0906,"kurt_inten_ch_4":7.64736,"length_ch_1":25.96922,"neighbor_avg_dist_ch_1":240.08791,"neighbor_min_dist_ch_1":39.98104,"neighbor_var_dist_ch_1":111.65483,"perim_ch_1":68.63786,"shape_bfr_ch_1":0.53136,"shape_lwr_ch_1":1.95358,"shape_p_2_a_ch_1":1.94648,"skew_inten_ch_1":0.13128,"skew_inten_ch_3":0.73351,"skew_inten_ch_4":2.81121,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":15954,"total_inten_ch_2":37061,"total_inten_ch_3":29853,"total_inten_ch_4":32847,"var_inten_ch_1":46.49548,"var_inten_ch_3":114.52477,"var_inten_ch_4":442.86273,"width_ch_1":13.29313}
{"case":"Test","class":"PS","angle_ch_1":98.17593,"area_ch_1":153,"avg_inten_ch_1":38.69863,"avg_inten_ch_2":1,"avg_inten_ch_3":95.86301,"avg_inten_ch_4":45.11644,"convex_hull_area_ratio_ch_1":1.13196,"convex_hull_perim_ratio_ch_1":0.86547,"diff_inten_density_ch_1":44.34375,"diff_inten_density_ch_3":75.20312,"diff_inten_density_ch_4":36.45312,"entropy_inten_ch_1":5.95686,"entropy_inten_ch_3":6.63825,"entropy_inten_ch_4":3.00542,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.60963,"eq_ellipse_oblate_vol_ch_1":183.06869,"eq_ellipse_prolate_vol_ch_1":113.73329,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.04803,"fiber_align_2_ch_4":1.60402,"fiber_length_ch_1":22.38482,"fiber_width_ch_1":7.36335,"inten_cooc_asm_ch_3":0.00847,"inten_cooc_asm_ch_4":0.33727,"inten_cooc_contrast_ch_3":16.34151,"inten_cooc_contrast_ch_4":1.05594,"inten_cooc_entropy_ch_3":7.08654,"inten_cooc_entropy_ch_4":3.09914,"inten_cooc_max_ch_3":0.02362,"inten_cooc_max_ch_4":0.59843,"kurt_inten_ch_1":-0.13104,"kurt_inten_ch_3":0.2218,"kurt_inten_ch_4":1.80474,"length_ch_1":19.98266,"neighbor_avg_dist_ch_1":228.78699,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":109.14074,"perim_ch_1":59.49633,"shape_bfr_ch_1":0.55087,"shape_lwr_ch_1":1.43737,"shape_p_2_a_ch_1":1.70899,"skew_inten_ch_1":0.5969,"skew_inten_ch_3":0.7344,"skew_inten_ch_4":1.7574,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5650,"total_inten_ch_2":1,"total_inten_ch_3":13996,"total_inten_ch_4":6587,"var_inten_ch_1":25.29426,"var_inten_ch_3":63.42633,"var_inten_ch_4":81.85909,"width_ch_1":13.90224}
{"case":"Test","class":"PS","angle_ch_1":1.27591,"area_ch_1":180,"avg_inten_ch_1":59.81977,"avg_inten_ch_2":7.44767,"avg_inten_ch_3":96.28488,"avg_inten_ch_4":2.62791,"convex_hull_area_ratio_ch_1":1.30738,"convex_hull_perim_ratio_ch_1":0.89711,"diff_inten_density_ch_1":81.67354,"diff_inten_density_ch_3":144.45017,"diff_inten_density_ch_4":7.38488,"entropy_inten_ch_1":6.36,"entropy_inten_ch_3":5.624,"entropy_inten_ch_4":2.87449,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":4.671,"eq_ellipse_oblate_vol_ch_1":398.76713,"eq_ellipse_prolate_vol_ch_1":85.37075,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":38.05134,"fiber_width_ch_1":5.13056,"inten_cooc_asm_ch_3":0.0324,"inten_cooc_asm_ch_4":0.05456,"inten_cooc_contrast_ch_3":11.60003,"inten_cooc_contrast_ch_4":12.45322,"inten_cooc_entropy_ch_3":6.33737,"inten_cooc_entropy_ch_4":5.14646,"inten_cooc_max_ch_3":0.16883,"inten_cooc_max_ch_4":0.18978,"kurt_inten_ch_1":6.27426,"kurt_inten_ch_3":6.09386,"kurt_inten_ch_4":2.02928,"length_ch_1":34.82369,"neighbor_avg_dist_ch_1":217.02789,"neighbor_min_dist_ch_1":32.7619,"neighbor_var_dist_ch_1":77.0084,"perim_ch_1":86.3638,"shape_bfr_ch_1":0.55649,"shape_lwr_ch_1":3.7432,"shape_p_2_a_ch_1":3.0403,"skew_inten_ch_1":2.37032,"skew_inten_ch_3":2.40941,"skew_inten_ch_4":1.4827,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":10289,"total_inten_ch_2":1110,"total_inten_ch_3":16561,"total_inten_ch_4":452,"var_inten_ch_1":68.06954,"var_inten_ch_3":145.34128,"var_inten_ch_4":3.4033,"width_ch_1":9.30319}
{"case":"Test","class":"PS","angle_ch_1":102.97641,"area_ch_1":151,"avg_inten_ch_1":79.04138,"avg_inten_ch_2":377.08276,"avg_inten_ch_3":80.3931,"avg_inten_ch_4":151.30345,"convex_hull_area_ratio_ch_1":1.0396,"convex_hull_perim_ratio_ch_1":0.97413,"diff_inten_density_ch_1":59.61069,"diff_inten_density_ch_3":73.80153,"diff_inten_density_ch_4":81.55725,"entropy_inten_ch_1":6.54698,"entropy_inten_ch_3":6.45199,"entropy_inten_ch_4":6.19803,"eq_circ_diam_ch_1":13.911,"eq_ellipse_lwr_ch_1":1.38582,"eq_ellipse_oblate_vol_ch_1":168.12308,"eq_ellipse_prolate_vol_ch_1":121.31647,"eq_sphere_area_ch_1":607.94785,"eq_sphere_vol_ch_1":1409.52667,"fiber_align_2_ch_3":1.36912,"fiber_align_2_ch_4":1.64635,"fiber_length_ch_1":12.3842,"fiber_width_ch_1":12.3842,"inten_cooc_asm_ch_3":0.00888,"inten_cooc_asm_ch_4":0.02294,"inten_cooc_contrast_ch_3":13.95241,"inten_cooc_contrast_ch_4":5.71091,"inten_cooc_entropy_ch_3":7.00264,"inten_cooc_entropy_ch_4":6.33487,"inten_cooc_max_ch_3":0.0155,"inten_cooc_max_ch_4":0.1203,"kurt_inten_ch_1":-0.01625,"kurt_inten_ch_3":1.07959,"kurt_inten_ch_4":-1.05008,"length_ch_1":17.342,"neighbor_avg_dist_ch_1":207.21719,"neighbor_min_dist_ch_1":18.31446,"neighbor_var_dist_ch_1":88.91316,"perim_ch_1":49.53679,"shape_bfr_ch_1":0.64531,"shape_lwr_ch_1":1.27691,"shape_p_2_a_ch_1":1.22968,"skew_inten_ch_1":0.71354,"skew_inten_ch_3":1.23344,"skew_inten_ch_4":0.29077,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":11461,"total_inten_ch_2":54533,"total_inten_ch_3":11657,"total_inten_ch_4":21939,"var_inten_ch_1":53.33652,"var_inten_ch_3":69.35976,"var_inten_ch_4":115.38878,"width_ch_1":13.58124}
{"case":"Test","class":"PS","angle_ch_1":173.66471,"area_ch_1":232,"avg_inten_ch_1":25.53153,"avg_inten_ch_2":5.31081,"avg_inten_ch_3":12.70721,"avg_inten_ch_4":2.18919,"convex_hull_area_ratio_ch_1":1.05946,"convex_hull_perim_ratio_ch_1":0.95292,"diff_inten_density_ch_1":39.88395,"diff_inten_density_ch_3":28.32346,"diff_inten_density_ch_4":6.4716,"entropy_inten_ch_1":5.65401,"entropy_inten_ch_3":2.7821,"entropy_inten_ch_4":2.61247,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":1.82279,"eq_ellipse_oblate_vol_ch_1":365.27459,"eq_ellipse_prolate_vol_ch_1":200.39301,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":22.54233,"fiber_width_ch_1":10.75279,"inten_cooc_asm_ch_3":0.32542,"inten_cooc_asm_ch_4":0.08993,"inten_cooc_contrast_ch_3":3.38226,"inten_cooc_contrast_ch_4":11.04871,"inten_cooc_entropy_ch_3":3.30932,"inten_cooc_entropy_ch_4":4.79518,"inten_cooc_max_ch_3":0.58252,"inten_cooc_max_ch_4":0.27136,"kurt_inten_ch_1":-0.10484,"kurt_inten_ch_3":18.09996,"kurt_inten_ch_4":4.41695,"length_ch_1":23.29005,"neighbor_avg_dist_ch_1":338.56134,"neighbor_min_dist_ch_1":37.88095,"neighbor_var_dist_ch_1":113.75365,"perim_ch_1":66.59024,"shape_bfr_ch_1":0.68505,"shape_lwr_ch_1":1.59688,"shape_p_2_a_ch_1":1.45576,"skew_inten_ch_1":0.61887,"skew_inten_ch_3":3.75034,"skew_inten_ch_4":1.92545,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5668,"total_inten_ch_2":958,"total_inten_ch_3":2821,"total_inten_ch_4":486,"var_inten_ch_1":20.17461,"var_inten_ch_3":29.35784,"var_inten_ch_4":3.20054,"width_ch_1":14.58472}
{"case":"Train","class":"WS","angle_ch_1":20.86381,"area_ch_1":209,"avg_inten_ch_1":113.195,"avg_inten_ch_2":400.405,"avg_inten_ch_3":10.63,"avg_inten_ch_4":36.12,"convex_hull_area_ratio_ch_1":1.07363,"convex_hull_perim_ratio_ch_1":0.96239,"diff_inten_density_ch_1":66.77473,"diff_inten_density_ch_3":13.83516,"diff_inten_density_ch_4":29,"entropy_inten_ch_1":6.75297,"entropy_inten_ch_3":2.88274,"entropy_inten_ch_4":3.59533,"eq_circ_diam_ch_1":16.33764,"eq_ellipse_lwr_ch_1":1.76497,"eq_ellipse_oblate_vol_ch_1":307.35179,"eq_ellipse_prolate_vol_ch_1":174.13952,"eq_sphere_area_ch_1":838.54875,"eq_sphere_vol_ch_1":2283.31742,"fiber_align_2_ch_3":1.8343,"fiber_align_2_ch_4":1.54193,"fiber_length_ch_1":18.86247,"fiber_width_ch_1":11.69747,"inten_cooc_asm_ch_3":0.37645,"inten_cooc_asm_ch_4":0.30509,"inten_cooc_contrast_ch_3":1.74378,"inten_cooc_contrast_ch_4":1.70708,"inten_cooc_entropy_ch_3":3.04522,"inten_cooc_entropy_ch_4":3.44392,"inten_cooc_max_ch_3":0.61798,"inten_cooc_max_ch_4":0.5618,"kurt_inten_ch_1":-0.86486,"kurt_inten_ch_3":5.81943,"kurt_inten_ch_4":0.66659,"length_ch_1":23.23468,"neighbor_avg_dist_ch_1":181.23404,"neighbor_min_dist_ch_1":17.88006,"neighbor_var_dist_ch_1":85.55196,"perim_ch_1":61.11988,"shape_bfr_ch_1":0.61695,"shape_lwr_ch_1":1.58874,"shape_p_2_a_ch_1":1.34729,"skew_inten_ch_1":-0.18309,"skew_inten_ch_3":2.38741,"skew_inten_ch_4":1.36755,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":22639,"total_inten_ch_2":79882,"total_inten_ch_3":2126,"total_inten_ch_4":7224,"var_inten_ch_1":51.65614,"var_inten_ch_3":20.96981,"var_inten_ch_4":54.9311,"width_ch_1":14.62458}
{"case":"Test","class":"PS","angle_ch_1":139.47,"area_ch_1":215,"avg_inten_ch_1":39.29612,"avg_inten_ch_2":80.23786,"avg_inten_ch_3":89.97087,"avg_inten_ch_4":37.7233,"convex_hull_area_ratio_ch_1":1.20181,"convex_hull_perim_ratio_ch_1":0.91084,"diff_inten_density_ch_1":48.11475,"diff_inten_density_ch_3":89.39344,"diff_inten_density_ch_4":31.4918,"entropy_inten_ch_1":6.10554,"entropy_inten_ch_3":6.56002,"entropy_inten_ch_4":4.23053,"eq_circ_diam_ch_1":16.58089,"eq_ellipse_lwr_ch_1":1.98102,"eq_ellipse_oblate_vol_ch_1":340.38237,"eq_ellipse_prolate_vol_ch_1":171.82158,"eq_sphere_area_ch_1":863.70522,"eq_sphere_vol_ch_1":2386.83351,"fiber_align_2_ch_3":1.04139,"fiber_align_2_ch_4":1.72177,"fiber_length_ch_1":29.96095,"fiber_width_ch_1":7.71421,"inten_cooc_asm_ch_3":0.00729,"inten_cooc_asm_ch_4":0.18294,"inten_cooc_contrast_ch_3":28.27852,"inten_cooc_contrast_ch_4":4.03515,"inten_cooc_entropy_ch_3":7.40649,"inten_cooc_entropy_ch_4":4.57874,"inten_cooc_max_ch_3":0.03297,"inten_cooc_max_ch_4":0.42857,"kurt_inten_ch_1":0.16402,"kurt_inten_ch_3":0.88875,"kurt_inten_ch_4":-0.13626,"length_ch_1":27.76468,"neighbor_avg_dist_ch_1":242.62686,"neighbor_min_dist_ch_1":26.22232,"neighbor_var_dist_ch_1":123.63172,"perim_ch_1":75.35031,"shape_bfr_ch_1":0.49329,"shape_lwr_ch_1":1.76111,"shape_p_2_a_ch_1":1.95484,"skew_inten_ch_1":0.75012,"skew_inten_ch_3":0.67926,"skew_inten_ch_4":0.97767,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8095,"total_inten_ch_2":16324,"total_inten_ch_3":18534,"total_inten_ch_4":7771,"var_inten_ch_1":27.14658,"var_inten_ch_3":59.07359,"var_inten_ch_4":46.0353,"width_ch_1":15.76545}
{"case":"Test","class":"PS","angle_ch_1":93.14879,"area_ch_1":481,"avg_inten_ch_1":42.45534,"avg_inten_ch_2":146.18519,"avg_inten_ch_3":56.21133,"avg_inten_ch_4":109.86492,"convex_hull_area_ratio_ch_1":1.31975,"convex_hull_perim_ratio_ch_1":0.89477,"diff_inten_density_ch_1":48.88551,"diff_inten_density_ch_3":44.6419,"diff_inten_density_ch_4":69.01705,"entropy_inten_ch_1":6.40408,"entropy_inten_ch_3":4.8808,"entropy_inten_ch_4":6.53789,"eq_circ_diam_ch_1":24.75031,"eq_ellipse_lwr_ch_1":7.34653,"eq_ellipse_oblate_vol_ch_1":2180.12637,"eq_ellipse_prolate_vol_ch_1":296.75599,"eq_sphere_area_ch_1":1924.46939,"eq_sphere_vol_ch_1":7938.53427,"fiber_align_2_ch_3":1.29059,"fiber_align_2_ch_4":1.54946,"fiber_length_ch_1":79.88863,"fiber_width_ch_1":6.2782,"inten_cooc_asm_ch_3":0.1613,"inten_cooc_asm_ch_4":0.03833,"inten_cooc_contrast_ch_3":2.56542,"inten_cooc_contrast_ch_4":6.76748,"inten_cooc_entropy_ch_3":4.71946,"inten_cooc_entropy_ch_4":6.47501,"inten_cooc_max_ch_3":0.40206,"inten_cooc_max_ch_4":0.18299,"kurt_inten_ch_1":9.71629,"kurt_inten_ch_3":10.72245,"kurt_inten_ch_4":-0.6489,"length_ch_1":71.83965,"neighbor_avg_dist_ch_1":224.17292,"neighbor_min_dist_ch_1":45.09413,"neighbor_var_dist_ch_1":99.6514,"perim_ch_1":172.33366,"shape_bfr_ch_1":0.52241,"shape_lwr_ch_1":5.60392,"shape_p_2_a_ch_1":4.71202,"skew_inten_ch_1":2.32758,"skew_inten_ch_3":2.92347,"skew_inten_ch_4":0.5469,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":10,"total_inten_ch_1":19487,"total_inten_ch_2":66641,"total_inten_ch_3":25801,"total_inten_ch_4":50428,"var_inten_ch_1":34.28472,"var_inten_ch_3":98.30849,"var_inten_ch_4":98.00889,"width_ch_1":12.81953}
{"case":"Test","class":"PS","angle_ch_1":117.54454,"area_ch_1":181,"avg_inten_ch_1":166.46821,"avg_inten_ch_2":168.56069,"avg_inten_ch_3":352.17919,"avg_inten_ch_4":491.2948,"convex_hull_area_ratio_ch_1":1.26486,"convex_hull_perim_ratio_ch_1":0.89597,"diff_inten_density_ch_1":138.30065,"diff_inten_density_ch_3":299.49673,"diff_inten_density_ch_4":334.24837,"entropy_inten_ch_1":6.97634,"entropy_inten_ch_3":6.59667,"entropy_inten_ch_4":5.90813,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":1.64431,"eq_ellipse_oblate_vol_ch_1":238.66146,"eq_ellipse_prolate_vol_ch_1":145.14401,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.54997,"fiber_align_2_ch_4":1.45581,"fiber_length_ch_1":26.41431,"fiber_width_ch_1":7.34126,"inten_cooc_asm_ch_3":0.02,"inten_cooc_asm_ch_4":0.03829,"inten_cooc_contrast_ch_3":8.98216,"inten_cooc_contrast_ch_4":7.95738,"inten_cooc_entropy_ch_3":6.57255,"inten_cooc_entropy_ch_4":6.15441,"inten_cooc_max_ch_3":0.11921,"inten_cooc_max_ch_4":0.1871,"kurt_inten_ch_1":1.23322,"kurt_inten_ch_3":0.97874,"kurt_inten_ch_4":-1.41852,"length_ch_1":21.07421,"neighbor_avg_dist_ch_1":168.45544,"neighbor_min_dist_ch_1":21.3041,"neighbor_var_dist_ch_1":68.88801,"perim_ch_1":67.51115,"shape_bfr_ch_1":0.53834,"shape_lwr_ch_1":1.31848,"shape_p_2_a_ch_1":1.87037,"skew_inten_ch_1":1.18904,"skew_inten_ch_3":1.14285,"skew_inten_ch_4":0.17355,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":28799,"total_inten_ch_2":28989,"total_inten_ch_3":60927,"total_inten_ch_4":84994,"var_inten_ch_1":125.37304,"var_inten_ch_3":327.67268,"var_inten_ch_4":422.51441,"width_ch_1":15.98368}
{"case":"Train","class":"PS","angle_ch_1":84.63842,"area_ch_1":351,"avg_inten_ch_1":49.56716,"avg_inten_ch_2":113.25672,"avg_inten_ch_3":39.21493,"avg_inten_ch_4":162.63284,"convex_hull_area_ratio_ch_1":1.10852,"convex_hull_perim_ratio_ch_1":0.95836,"diff_inten_density_ch_1":44.54072,"diff_inten_density_ch_3":34.90228,"diff_inten_density_ch_4":91.88925,"entropy_inten_ch_1":6.5864,"entropy_inten_ch_3":5.45904,"entropy_inten_ch_4":6.95895,"eq_circ_diam_ch_1":21.14446,"eq_ellipse_lwr_ch_1":3.92368,"eq_ellipse_oblate_vol_ch_1":993.42615,"eq_ellipse_prolate_vol_ch_1":253.18731,"eq_sphere_area_ch_1":1404.56916,"eq_sphere_vol_ch_1":4949.80975,"fiber_align_2_ch_3":1.17867,"fiber_align_2_ch_4":1.45753,"fiber_length_ch_1":43.8113,"fiber_width_ch_1":8.21226,"inten_cooc_asm_ch_3":0.07443,"inten_cooc_asm_ch_4":0.0224,"inten_cooc_contrast_ch_3":9.30943,"inten_cooc_contrast_ch_4":6.88736,"inten_cooc_entropy_ch_3":6.05401,"inten_cooc_entropy_ch_4":6.72863,"inten_cooc_max_ch_3":0.27019,"inten_cooc_max_ch_4":0.12671,"kurt_inten_ch_1":0.00758,"kurt_inten_ch_3":2.26689,"kurt_inten_ch_4":-0.50168,"length_ch_1":44.21386,"neighbor_avg_dist_ch_1":221.55567,"neighbor_min_dist_ch_1":24.7838,"neighbor_var_dist_ch_1":114.03917,"perim_ch_1":104.04712,"shape_bfr_ch_1":0.62484,"shape_lwr_ch_1":3.47859,"shape_p_2_a_ch_1":2.39441,"skew_inten_ch_1":0.6417,"skew_inten_ch_3":1.37352,"skew_inten_ch_4":0.63092,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":16605,"total_inten_ch_2":37607,"total_inten_ch_3":13137,"total_inten_ch_4":54482,"var_inten_ch_1":32.33224,"var_inten_ch_3":42.12875,"var_inten_ch_4":136.7103,"width_ch_1":12.71029}
{"case":"Train","class":"WS","angle_ch_1":39.52573,"area_ch_1":259,"avg_inten_ch_1":194.22581,"avg_inten_ch_2":396.47177,"avg_inten_ch_3":183.15323,"avg_inten_ch_4":54.47177,"convex_hull_area_ratio_ch_1":1.07252,"convex_hull_perim_ratio_ch_1":0.96112,"diff_inten_density_ch_1":124.71744,"diff_inten_density_ch_3":168.79691,"diff_inten_density_ch_4":34.62472,"entropy_inten_ch_1":7.27606,"entropy_inten_ch_3":4.08048,"entropy_inten_ch_4":4.75344,"eq_circ_diam_ch_1":18.19282,"eq_ellipse_lwr_ch_1":2.1882,"eq_ellipse_oblate_vol_ch_1":472.54428,"eq_ellipse_prolate_vol_ch_1":215.9512,"eq_sphere_area_ch_1":1039.80045,"eq_sphere_vol_ch_1":3152.81739,"fiber_align_2_ch_3":1.43218,"fiber_align_2_ch_4":1.0304,"fiber_length_ch_1":24.34872,"fiber_width_ch_1":11.27881,"inten_cooc_asm_ch_3":0.23748,"inten_cooc_asm_ch_4":0.14145,"inten_cooc_contrast_ch_3":2.97032,"inten_cooc_contrast_ch_4":2.30102,"inten_cooc_entropy_ch_3":3.97228,"inten_cooc_entropy_ch_4":4.66317,"inten_cooc_max_ch_3":0.48444,"inten_cooc_max_ch_4":0.36444,"kurt_inten_ch_1":2.7632,"kurt_inten_ch_3":4.27944,"kurt_inten_ch_4":0.07159,"length_ch_1":27.93686,"neighbor_avg_dist_ch_1":168.12683,"neighbor_min_dist_ch_1":26.63873,"neighbor_var_dist_ch_1":70.39731,"perim_ch_1":71.25507,"shape_bfr_ch_1":0.65007,"shape_lwr_ch_1":1.95175,"shape_p_2_a_ch_1":1.47123,"skew_inten_ch_1":1.91814,"skew_inten_ch_3":2.32297,"skew_inten_ch_4":1.12181,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":48168,"total_inten_ch_2":98078,"total_inten_ch_3":45422,"total_inten_ch_4":13509,"var_inten_ch_1":225.49876,"var_inten_ch_3":388.515,"var_inten_ch_4":70.12074,"width_ch_1":14.31375}
{"case":"Train","class":"WS","angle_ch_1":35.47146,"area_ch_1":345,"avg_inten_ch_1":306.08485,"avg_inten_ch_2":384.36364,"avg_inten_ch_3":428.81818,"avg_inten_ch_4":86.92727,"convex_hull_area_ratio_ch_1":1.24332,"convex_hull_perim_ratio_ch_1":0.84144,"diff_inten_density_ch_1":163.01993,"diff_inten_density_ch_3":313.27575,"diff_inten_density_ch_4":72.96013,"entropy_inten_ch_1":7.92229,"entropy_inten_ch_3":5.52721,"entropy_inten_ch_4":5.68068,"eq_circ_diam_ch_1":20.98607,"eq_ellipse_lwr_ch_1":1.01265,"eq_ellipse_oblate_vol_ch_1":493.42721,"eq_ellipse_prolate_vol_ch_1":487.26119,"eq_sphere_area_ch_1":1383.60544,"eq_sphere_vol_ch_1":4839.40764,"fiber_align_2_ch_3":1.5622,"fiber_align_2_ch_4":1.67539,"fiber_length_ch_1":39.31881,"fiber_width_ch_1":9.23055,"inten_cooc_asm_ch_3":0.134,"inten_cooc_asm_ch_4":0.07379,"inten_cooc_contrast_ch_3":2.84011,"inten_cooc_contrast_ch_4":5.93939,"inten_cooc_entropy_ch_3":4.97331,"inten_cooc_entropy_ch_4":5.80734,"inten_cooc_max_ch_3":0.36027,"inten_cooc_max_ch_4":0.26599,"kurt_inten_ch_1":2.00518,"kurt_inten_ch_3":2.83792,"kurt_inten_ch_4":-0.34719,"length_ch_1":27.49489,"neighbor_avg_dist_ch_1":271.09686,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":126.86111,"perim_ch_1":97.09873,"shape_bfr_ch_1":0.49147,"shape_lwr_ch_1":1.07411,"shape_p_2_a_ch_1":2.06722,"skew_inten_ch_1":1.46554,"skew_inten_ch_3":1.84159,"skew_inten_ch_4":0.93132,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":11,"total_inten_ch_1":101008,"total_inten_ch_2":126511,"total_inten_ch_3":141510,"total_inten_ch_4":28686,"var_inten_ch_1":236.02768,"var_inten_ch_3":650.51422,"var_inten_ch_4":99.34528,"width_ch_1":25.59779}
{"case":"Train","class":"PS","angle_ch_1":83.25794,"area_ch_1":399,"avg_inten_ch_1":21.2336,"avg_inten_ch_2":18.59318,"avg_inten_ch_3":28.3832,"avg_inten_ch_4":62.78478,"convex_hull_area_ratio_ch_1":1.20783,"convex_hull_perim_ratio_ch_1":0.87604,"diff_inten_density_ch_1":33.78865,"diff_inten_density_ch_3":24.96879,"diff_inten_density_ch_4":45.69504,"entropy_inten_ch_1":5.53218,"entropy_inten_ch_3":5.25089,"entropy_inten_ch_4":5.70338,"eq_circ_diam_ch_1":22.54949,"eq_ellipse_lwr_ch_1":1.22622,"eq_ellipse_oblate_vol_ch_1":673.58675,"eq_ellipse_prolate_vol_ch_1":549.31884,"eq_sphere_area_ch_1":1597.43537,"eq_sphere_vol_ch_1":6003.55867,"fiber_align_2_ch_3":1.40564,"fiber_align_2_ch_4":1.02755,"fiber_length_ch_1":37.30568,"fiber_width_ch_1":11.11947,"inten_cooc_asm_ch_3":0.06164,"inten_cooc_asm_ch_4":0.06755,"inten_cooc_contrast_ch_3":5.26037,"inten_cooc_contrast_ch_4":5.19203,"inten_cooc_entropy_ch_3":5.75278,"inten_cooc_entropy_ch_4":5.79414,"inten_cooc_max_ch_3":0.24079,"inten_cooc_max_ch_4":0.25779,"kurt_inten_ch_1":0.72474,"kurt_inten_ch_3":3.0254,"kurt_inten_ch_4":1.16075,"length_ch_1":29.72555,"neighbor_avg_dist_ch_1":191.52208,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":82.94645,"perim_ch_1":96.85031,"shape_bfr_ch_1":0.59424,"shape_lwr_ch_1":1.3148,"shape_p_2_a_ch_1":1.79941,"skew_inten_ch_1":0.91096,"skew_inten_ch_3":1.69873,"skew_inten_ch_4":1.33269,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":11,"total_inten_ch_1":8090,"total_inten_ch_2":6704,"total_inten_ch_3":10814,"total_inten_ch_4":23921,"var_inten_ch_1":17.60713,"var_inten_ch_3":37.06149,"var_inten_ch_4":73.24257,"width_ch_1":22.60844}
{"case":"Train","class":"PS","angle_ch_1":80.83717,"area_ch_1":397,"avg_inten_ch_1":36.68074,"avg_inten_ch_2":85.05277,"avg_inten_ch_3":12.30343,"avg_inten_ch_4":57.97361,"convex_hull_area_ratio_ch_1":1.19117,"convex_hull_perim_ratio_ch_1":0.88317,"diff_inten_density_ch_1":43.62682,"diff_inten_density_ch_3":16.78426,"diff_inten_density_ch_4":36.10204,"entropy_inten_ch_1":6.23369,"entropy_inten_ch_3":3.51358,"entropy_inten_ch_4":5.75168,"eq_circ_diam_ch_1":22.49023,"eq_ellipse_lwr_ch_1":3.80536,"eq_ellipse_oblate_vol_ch_1":1177.27593,"eq_ellipse_prolate_vol_ch_1":309.37304,"eq_sphere_area_ch_1":1589.04989,"eq_sphere_vol_ch_1":5956.34865,"fiber_align_2_ch_3":1.71733,"fiber_align_2_ch_4":1.37657,"fiber_length_ch_1":52.14614,"fiber_width_ch_1":7.96499,"inten_cooc_asm_ch_3":0.24646,"inten_cooc_asm_ch_4":0.07242,"inten_cooc_contrast_ch_3":4.37775,"inten_cooc_contrast_ch_4":4.73531,"inten_cooc_entropy_ch_3":4.09056,"inten_cooc_entropy_ch_4":5.78444,"inten_cooc_max_ch_3":0.4985,"inten_cooc_max_ch_4":0.27195,"kurt_inten_ch_1":0.6368,"kurt_inten_ch_3":5.56214,"kurt_inten_ch_4":0.49742,"length_ch_1":46.26616,"neighbor_avg_dist_ch_1":186.77461,"neighbor_min_dist_ch_1":22.14839,"neighbor_var_dist_ch_1":78.85319,"perim_ch_1":120.22227,"shape_bfr_ch_1":0.54523,"shape_lwr_ch_1":2.93787,"shape_p_2_a_ch_1":2.76917,"skew_inten_ch_1":0.83465,"skew_inten_ch_3":2.29028,"skew_inten_ch_4":1.02696,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":13902,"total_inten_ch_2":31857,"total_inten_ch_3":4663,"total_inten_ch_4":21972,"var_inten_ch_1":26.58339,"var_inten_ch_3":21.24602,"var_inten_ch_4":60.96272,"width_ch_1":15.74821}
{"case":"Test","class":"PS","angle_ch_1":50.12862,"area_ch_1":510,"avg_inten_ch_1":48.88296,"avg_inten_ch_2":207.154,"avg_inten_ch_3":71.06571,"avg_inten_ch_4":163.41684,"convex_hull_area_ratio_ch_1":1.56223,"convex_hull_perim_ratio_ch_1":0.72257,"diff_inten_density_ch_1":51.97136,"diff_inten_density_ch_3":73.85682,"diff_inten_density_ch_4":90.63116,"entropy_inten_ch_1":6.60142,"entropy_inten_ch_3":6.01802,"entropy_inten_ch_4":6.80199,"eq_circ_diam_ch_1":25.49404,"eq_ellipse_lwr_ch_1":2.12997,"eq_ellipse_oblate_vol_ch_1":1282.92659,"eq_ellipse_prolate_vol_ch_1":602.32124,"eq_sphere_area_ch_1":2041.86621,"eq_sphere_vol_ch_1":8675.904,"fiber_align_2_ch_3":1.66789,"fiber_align_2_ch_4":1.38274,"fiber_length_ch_1":77.0276,"fiber_width_ch_1":7.02509,"inten_cooc_asm_ch_3":0.0467,"inten_cooc_asm_ch_4":0.04652,"inten_cooc_contrast_ch_3":9.78721,"inten_cooc_contrast_ch_4":4.72579,"inten_cooc_entropy_ch_3":6.34543,"inten_cooc_entropy_ch_4":6.20322,"inten_cooc_max_ch_3":0.2046,"inten_cooc_max_ch_4":0.2046,"kurt_inten_ch_1":11.99453,"kurt_inten_ch_3":20.69648,"kurt_inten_ch_4":0.05386,"length_ch_1":47.70917,"neighbor_avg_dist_ch_1":247.80775,"neighbor_min_dist_ch_1":33.5366,"neighbor_var_dist_ch_1":122.51389,"perim_ch_1":168.10539,"shape_bfr_ch_1":0.37763,"shape_lwr_ch_1":1.68386,"shape_p_2_a_ch_1":4.15578,"skew_inten_ch_1":2.68423,"skew_inten_ch_3":3.92757,"skew_inten_ch_4":0.83062,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":9,"total_inten_ch_1":23806,"total_inten_ch_2":100398,"total_inten_ch_3":34609,"total_inten_ch_4":79584,"var_inten_ch_1":41.72247,"var_inten_ch_3":111.56337,"var_inten_ch_4":154.68414,"width_ch_1":28.33324}
{"case":"Train","class":"WS","angle_ch_1":29.42622,"area_ch_1":469,"avg_inten_ch_1":926.27455,"avg_inten_ch_2":559.69866,"avg_inten_ch_3":123.81473,"avg_inten_ch_4":864.12277,"convex_hull_area_ratio_ch_1":1.15086,"convex_hull_perim_ratio_ch_1":0.90454,"diff_inten_density_ch_1":301.81862,"diff_inten_density_ch_3":67.05251,"diff_inten_density_ch_4":458.70644,"entropy_inten_ch_1":8.4786,"entropy_inten_ch_3":7.21429,"entropy_inten_ch_4":8.27334,"eq_circ_diam_ch_1":24.45193,"eq_ellipse_lwr_ch_1":1.44192,"eq_ellipse_oblate_vol_ch_1":931.34227,"eq_ellipse_prolate_vol_ch_1":645.90378,"eq_sphere_area_ch_1":1878.34921,"eq_sphere_vol_ch_1":7654.87876,"fiber_align_2_ch_3":1.02526,"fiber_align_2_ch_4":1.16585,"fiber_length_ch_1":36.43746,"fiber_width_ch_1":13.34776,"inten_cooc_asm_ch_3":0.01188,"inten_cooc_asm_ch_4":0.0091,"inten_cooc_contrast_ch_3":8.86816,"inten_cooc_contrast_ch_4":10.43152,"inten_cooc_entropy_ch_3":7.18572,"inten_cooc_entropy_ch_4":7.31166,"inten_cooc_max_ch_3":0.07601,"inten_cooc_max_ch_4":0.04796,"kurt_inten_ch_1":-0.69589,"kurt_inten_ch_3":0.38202,"kurt_inten_ch_4":-1.00997,"length_ch_1":32.7419,"neighbor_avg_dist_ch_1":208.55446,"neighbor_min_dist_ch_1":29.81378,"neighbor_var_dist_ch_1":87.69758,"perim_ch_1":99.57043,"shape_bfr_ch_1":0.56156,"shape_lwr_ch_1":1.282,"shape_p_2_a_ch_1":1.62215,"skew_inten_ch_1":-0.15851,"skew_inten_ch_3":0.67283,"skew_inten_ch_4":0.03342,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":414971,"total_inten_ch_2":250298,"total_inten_ch_3":55469,"total_inten_ch_4":387127,"var_inten_ch_1":370.9918,"var_inten_ch_3":87.53356,"var_inten_ch_4":558.70445,"width_ch_1":25.53972}
{"case":"Test","class":"PS","angle_ch_1":95.57721,"area_ch_1":268,"avg_inten_ch_1":36.39844,"avg_inten_ch_2":146.52344,"avg_inten_ch_3":23.71875,"avg_inten_ch_4":160.20312,"convex_hull_area_ratio_ch_1":1.12324,"convex_hull_perim_ratio_ch_1":0.94693,"diff_inten_density_ch_1":45.78541,"diff_inten_density_ch_3":27.1588,"diff_inten_density_ch_4":117.00429,"entropy_inten_ch_1":6.07165,"entropy_inten_ch_3":4.86186,"entropy_inten_ch_4":5.77801,"eq_circ_diam_ch_1":18.48393,"eq_ellipse_lwr_ch_1":3.15243,"eq_ellipse_oblate_vol_ch_1":594.84541,"eq_ellipse_prolate_vol_ch_1":188.69434,"eq_sphere_area_ch_1":1073.3424,"eq_sphere_vol_ch_1":3306.59682,"fiber_align_2_ch_3":1.61333,"fiber_align_2_ch_4":1.75285,"fiber_length_ch_1":32.24793,"fiber_width_ch_1":8.63793,"inten_cooc_asm_ch_3":0.06704,"inten_cooc_asm_ch_4":0.07812,"inten_cooc_contrast_ch_3":10.8649,"inten_cooc_contrast_ch_4":5.55242,"inten_cooc_entropy_ch_3":5.89354,"inten_cooc_entropy_ch_4":5.75306,"inten_cooc_max_ch_3":0.25514,"inten_cooc_max_ch_4":0.2716,"kurt_inten_ch_1":-0.41078,"kurt_inten_ch_3":0.22713,"kurt_inten_ch_4":-0.71607,"length_ch_1":34.02378,"neighbor_avg_dist_ch_1":201.16903,"neighbor_min_dist_ch_1":24.6566,"neighbor_var_dist_ch_1":84.92221,"perim_ch_1":81.77173,"shape_bfr_ch_1":0.66113,"shape_lwr_ch_1":2.85218,"shape_p_2_a_ch_1":1.91022,"skew_inten_ch_1":0.33102,"skew_inten_ch_3":1.04167,"skew_inten_ch_4":0.75356,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9318,"total_inten_ch_2":37255,"total_inten_ch_3":6072,"total_inten_ch_4":41012,"var_inten_ch_1":22.51608,"var_inten_ch_3":26.95017,"var_inten_ch_4":169.56981,"width_ch_1":11.92905}
{"case":"Test","class":"WS","angle_ch_1":178.18072,"area_ch_1":341,"avg_inten_ch_1":49.94785,"avg_inten_ch_2":249.97239,"avg_inten_ch_3":97.77914,"avg_inten_ch_4":239.13497,"convex_hull_area_ratio_ch_1":1.10228,"convex_hull_perim_ratio_ch_1":0.94012,"diff_inten_density_ch_1":51.68543,"diff_inten_density_ch_3":76.85762,"diff_inten_density_ch_4":148.6755,"entropy_inten_ch_1":6.51976,"entropy_inten_ch_3":6.59347,"entropy_inten_ch_4":6.79133,"eq_circ_diam_ch_1":20.8585,"eq_ellipse_lwr_ch_1":1.48514,"eq_ellipse_oblate_vol_ch_1":586.72056,"eq_ellipse_prolate_vol_ch_1":395.06139,"eq_sphere_area_ch_1":1366.83447,"eq_sphere_vol_ch_1":4751.68558,"fiber_align_2_ch_3":1.15632,"fiber_align_2_ch_4":1.68902,"fiber_length_ch_1":27.65924,"fiber_width_ch_1":12.8753,"inten_cooc_asm_ch_3":0.0303,"inten_cooc_asm_ch_4":0.02615,"inten_cooc_contrast_ch_3":7.98743,"inten_cooc_contrast_ch_4":8.66246,"inten_cooc_entropy_ch_3":6.60837,"inten_cooc_entropy_ch_4":6.68532,"inten_cooc_max_ch_3":0.15686,"inten_cooc_max_ch_4":0.15101,"kurt_inten_ch_1":0.51889,"kurt_inten_ch_3":0.07361,"kurt_inten_ch_4":-1.3021,"length_ch_1":27.75894,"neighbor_avg_dist_ch_1":208.12245,"neighbor_min_dist_ch_1":19.66674,"neighbor_var_dist_ch_1":104.55678,"perim_ch_1":81.06909,"shape_bfr_ch_1":0.67547,"shape_lwr_ch_1":1.52319,"shape_p_2_a_ch_1":1.46859,"skew_inten_ch_1":0.936,"skew_inten_ch_3":0.8568,"skew_inten_ch_4":0.08654,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":16283,"total_inten_ch_2":81166,"total_inten_ch_3":31876,"total_inten_ch_4":77958,"var_inten_ch_1":41.139,"var_inten_ch_3":93.96955,"var_inten_ch_4":187.94768,"width_ch_1":18.22426}
{"case":"Train","class":"PS","angle_ch_1":49.1655,"area_ch_1":1028,"avg_inten_ch_1":20.03568,"avg_inten_ch_2":22.96024,"avg_inten_ch_3":15.14577,"avg_inten_ch_4":12.40265,"convex_hull_area_ratio_ch_1":1.27095,"convex_hull_perim_ratio_ch_1":0.66897,"diff_inten_density_ch_1":36.57556,"diff_inten_density_ch_3":21.95581,"diff_inten_density_ch_4":20.1413,"entropy_inten_ch_1":5.45734,"entropy_inten_ch_3":5.09139,"entropy_inten_ch_4":4.82332,"eq_circ_diam_ch_1":36.18335,"eq_ellipse_lwr_ch_1":1.35267,"eq_ellipse_oblate_vol_ch_1":2922.94549,"eq_ellipse_prolate_vol_ch_1":2160.87381,"eq_sphere_area_ch_1":4113.08163,"eq_sphere_vol_ch_1":24804.17615,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":91.64204,"fiber_width_ch_1":11.6723,"inten_cooc_asm_ch_3":0.00565,"inten_cooc_asm_ch_4":0.00925,"inten_cooc_contrast_ch_3":42.03644,"inten_cooc_contrast_ch_4":33.24268,"inten_cooc_entropy_ch_3":7.96912,"inten_cooc_entropy_ch_4":7.55291,"inten_cooc_max_ch_3":0.03939,"inten_cooc_max_ch_4":0.0642,"kurt_inten_ch_1":-0.01446,"kurt_inten_ch_3":-0.09051,"kurt_inten_ch_4":-0.24235,"length_ch_1":48.88772,"neighbor_avg_dist_ch_1":253.33294,"neighbor_min_dist_ch_1":71.76167,"neighbor_var_dist_ch_1":106.52497,"perim_ch_1":206.62869,"shape_bfr_ch_1":0.54848,"shape_lwr_ch_1":1.27483,"shape_p_2_a_ch_1":3.17627,"skew_inten_ch_1":0.73843,"skew_inten_ch_3":0.5686,"skew_inten_ch_4":0.65801,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":27,"total_inten_ch_1":19655,"total_inten_ch_2":21544,"total_inten_ch_3":14858,"total_inten_ch_4":12167,"var_inten_ch_1":16.82141,"var_inten_ch_3":11.53747,"var_inten_ch_4":10.72642,"width_ch_1":38.34853}
{"case":"Train","class":"WS","angle_ch_1":111.04703,"area_ch_1":251,"avg_inten_ch_1":409.19583,"avg_inten_ch_2":254.41667,"avg_inten_ch_3":9.90417,"avg_inten_ch_4":25.7,"convex_hull_area_ratio_ch_1":1.03091,"convex_hull_perim_ratio_ch_1":0.96492,"diff_inten_density_ch_1":141.54751,"diff_inten_density_ch_3":10.97285,"diff_inten_density_ch_4":19.42986,"entropy_inten_ch_1":7.65264,"entropy_inten_ch_3":2.77608,"entropy_inten_ch_4":4.86807,"eq_circ_diam_ch_1":17.89698,"eq_ellipse_lwr_ch_1":1.67098,"eq_ellipse_oblate_vol_ch_1":393.11858,"eq_ellipse_prolate_vol_ch_1":235.2628,"eq_sphere_area_ch_1":1006.2585,"eq_sphere_vol_ch_1":3001.49869,"fiber_align_2_ch_3":1.33765,"fiber_align_2_ch_4":1.18088,"fiber_length_ch_1":16.04783,"fiber_width_ch_1":16.04783,"inten_cooc_asm_ch_3":0.4028,"inten_cooc_asm_ch_4":0.09031,"inten_cooc_contrast_ch_3":1.54143,"inten_cooc_contrast_ch_4":5.25485,"inten_cooc_entropy_ch_3":2.90242,"inten_cooc_entropy_ch_4":5.50267,"inten_cooc_max_ch_3":0.6422,"inten_cooc_max_ch_4":0.29018,"kurt_inten_ch_1":-0.97029,"kurt_inten_ch_3":1.69524,"kurt_inten_ch_4":-0.95628,"length_ch_1":23.96263,"neighbor_avg_dist_ch_1":285.96273,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":119.98661,"perim_ch_1":64.19131,"shape_bfr_ch_1":0.7001,"shape_lwr_ch_1":1.598,"shape_p_2_a_ch_1":1.24756,"skew_inten_ch_1":-0.32743,"skew_inten_ch_3":1.6101,"skew_inten_ch_4":0.5718,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":98207,"total_inten_ch_2":60821,"total_inten_ch_3":2377,"total_inten_ch_4":6168,"var_inten_ch_1":196.61082,"var_inten_ch_3":16.54851,"var_inten_ch_4":25.81088,"width_ch_1":14.99539}
{"case":"Test","class":"WS","angle_ch_1":175.48991,"area_ch_1":248,"avg_inten_ch_1":208.42616,"avg_inten_ch_2":189.77637,"avg_inten_ch_3":400.25316,"avg_inten_ch_4":134.92827,"convex_hull_area_ratio_ch_1":1.04453,"convex_hull_perim_ratio_ch_1":0.96449,"diff_inten_density_ch_1":101.6895,"diff_inten_density_ch_3":188.60731,"diff_inten_density_ch_4":112.38813,"entropy_inten_ch_1":7.19436,"entropy_inten_ch_3":7.07195,"entropy_inten_ch_4":4.95806,"eq_circ_diam_ch_1":17.78478,"eq_ellipse_lwr_ch_1":1.02649,"eq_ellipse_oblate_vol_ch_1":302.35743,"eq_ellipse_prolate_vol_ch_1":294.55574,"eq_sphere_area_ch_1":993.68027,"eq_sphere_vol_ch_1":2945.39683,"fiber_align_2_ch_3":1.15419,"fiber_align_2_ch_4":1.25644,"fiber_length_ch_1":15.4299,"fiber_width_ch_1":15.4299,"inten_cooc_asm_ch_3":0.0196,"inten_cooc_asm_ch_4":0.15437,"inten_cooc_contrast_ch_3":4.97032,"inten_cooc_contrast_ch_4":3.91781,"inten_cooc_entropy_ch_3":6.62243,"inten_cooc_entropy_ch_4":4.86662,"inten_cooc_max_ch_3":0.11872,"inten_cooc_max_ch_4":0.38813,"kurt_inten_ch_1":-1.1181,"kurt_inten_ch_3":-0.87321,"kurt_inten_ch_4":1.27851,"length_ch_1":18.77404,"neighbor_avg_dist_ch_1":310.49323,"neighbor_min_dist_ch_1":39.98104,"neighbor_var_dist_ch_1":135.77696,"perim_ch_1":61.71961,"shape_bfr_ch_1":0.71399,"shape_lwr_ch_1":1.01303,"shape_p_2_a_ch_1":1.17084,"skew_inten_ch_1":0.36336,"skew_inten_ch_3":0.45368,"skew_inten_ch_4":1.33902,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":49397,"total_inten_ch_2":44741,"total_inten_ch_3":94860,"total_inten_ch_4":31978,"var_inten_ch_1":160.43093,"var_inten_ch_3":326.4279,"var_inten_ch_4":170.22333,"width_ch_1":18.53252}
{"case":"Test","class":"WS","angle_ch_1":37.84951,"area_ch_1":308,"avg_inten_ch_1":307.21429,"avg_inten_ch_2":231.20068,"avg_inten_ch_3":36.73469,"avg_inten_ch_4":59.40476,"convex_hull_area_ratio_ch_1":1.12401,"convex_hull_perim_ratio_ch_1":0.94817,"diff_inten_density_ch_1":129.38185,"diff_inten_density_ch_3":33.96786,"diff_inten_density_ch_4":38.49716,"entropy_inten_ch_1":7.7752,"entropy_inten_ch_3":3.59723,"entropy_inten_ch_4":6.0291,"eq_circ_diam_ch_1":19.80833,"eq_ellipse_lwr_ch_1":4.50992,"eq_ellipse_oblate_vol_ch_1":875.64264,"eq_ellipse_prolate_vol_ch_1":194.1593,"eq_sphere_area_ch_1":1232.66667,"eq_sphere_vol_ch_1":4069.51161,"fiber_align_2_ch_3":1.54214,"fiber_align_2_ch_4":1.49668,"fiber_length_ch_1":39.83465,"fiber_width_ch_1":8.27557,"inten_cooc_asm_ch_3":0.26992,"inten_cooc_asm_ch_4":0.02931,"inten_cooc_contrast_ch_3":2.79278,"inten_cooc_contrast_ch_4":8.19387,"inten_cooc_entropy_ch_3":3.77803,"inten_cooc_entropy_ch_4":6.63395,"inten_cooc_max_ch_3":0.52612,"inten_cooc_max_ch_4":0.15709,"kurt_inten_ch_1":0.01587,"kurt_inten_ch_3":14.48947,"kurt_inten_ch_4":-0.71403,"length_ch_1":40.9464,"neighbor_avg_dist_ch_1":210.3472,"neighbor_min_dist_ch_1":19.66674,"neighbor_var_dist_ch_1":96.5671,"perim_ch_1":96.22044,"shape_bfr_ch_1":0.66017,"shape_lwr_ch_1":3.5917,"shape_p_2_a_ch_1":2.23493,"skew_inten_ch_1":0.61382,"skew_inten_ch_3":3.76327,"skew_inten_ch_4":0.35383,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":90321,"total_inten_ch_2":67680,"total_inten_ch_3":10800,"total_inten_ch_4":17465,"var_inten_ch_1":189.80249,"var_inten_ch_3":92.10164,"var_inten_ch_4":47.11842,"width_ch_1":11.40029}
{"case":"Train","class":"WS","angle_ch_1":3.97562,"area_ch_1":335,"avg_inten_ch_1":168.77812,"avg_inten_ch_2":181.85625,"avg_inten_ch_3":89.525,"avg_inten_ch_4":128.38438,"convex_hull_area_ratio_ch_1":1.14329,"convex_hull_perim_ratio_ch_1":0.9099,"diff_inten_density_ch_1":86.84068,"diff_inten_density_ch_3":71.95932,"diff_inten_density_ch_4":78.09831,"entropy_inten_ch_1":7.42086,"entropy_inten_ch_3":6.05296,"entropy_inten_ch_4":6.52953,"eq_circ_diam_ch_1":20.66566,"eq_ellipse_lwr_ch_1":1.45076,"eq_ellipse_oblate_vol_ch_1":563.95422,"eq_ellipse_prolate_vol_ch_1":388.73101,"eq_sphere_area_ch_1":1341.678,"eq_sphere_vol_ch_1":4621.10954,"fiber_align_2_ch_3":1.21092,"fiber_align_2_ch_4":1.46479,"fiber_length_ch_1":31.9486,"fiber_width_ch_1":10.93344,"inten_cooc_asm_ch_3":0.04914,"inten_cooc_asm_ch_4":0.03663,"inten_cooc_contrast_ch_3":6.21293,"inten_cooc_contrast_ch_4":5.71322,"inten_cooc_entropy_ch_3":6.17776,"inten_cooc_entropy_ch_4":6.27436,"inten_cooc_max_ch_3":0.2069,"inten_cooc_max_ch_4":0.17333,"kurt_inten_ch_1":-0.55083,"kurt_inten_ch_3":11.78767,"kurt_inten_ch_4":1.01261,"length_ch_1":27.50536,"neighbor_avg_dist_ch_1":260.01212,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":99.20136,"perim_ch_1":85.76407,"shape_bfr_ch_1":0.63774,"shape_lwr_ch_1":1.43844,"shape_p_2_a_ch_1":1.67568,"skew_inten_ch_1":0.22225,"skew_inten_ch_3":2.87905,"skew_inten_ch_4":1.16003,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":54009,"total_inten_ch_2":57875,"total_inten_ch_3":28648,"total_inten_ch_4":41083,"var_inten_ch_1":81.10266,"var_inten_ch_3":122.6843,"var_inten_ch_4":126.17795,"width_ch_1":19.12164}
{"case":"Test","class":"WS","angle_ch_1":93.7861,"area_ch_1":208,"avg_inten_ch_1":115.18593,"avg_inten_ch_2":408.19095,"avg_inten_ch_3":180.79397,"avg_inten_ch_4":433.57286,"convex_hull_area_ratio_ch_1":1.05162,"convex_hull_perim_ratio_ch_1":0.97357,"diff_inten_density_ch_1":64.82418,"diff_inten_density_ch_3":118.62088,"diff_inten_density_ch_4":209.57692,"entropy_inten_ch_1":6.93291,"entropy_inten_ch_3":6.02686,"entropy_inten_ch_4":7.32324,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":1.29593,"eq_ellipse_oblate_vol_ch_1":261.39186,"eq_ellipse_prolate_vol_ch_1":201.70203,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.19706,"fiber_align_2_ch_4":1.69668,"fiber_length_ch_1":14.45001,"fiber_width_ch_1":14.45001,"inten_cooc_asm_ch_3":0.05215,"inten_cooc_asm_ch_4":0.00873,"inten_cooc_contrast_ch_3":4.98103,"inten_cooc_contrast_ch_4":11.1279,"inten_cooc_entropy_ch_3":5.98766,"inten_cooc_entropy_ch_4":7.14307,"inten_cooc_max_ch_3":0.21311,"inten_cooc_max_ch_4":0.03279,"kurt_inten_ch_1":1.48936,"kurt_inten_ch_3":2.99586,"kurt_inten_ch_4":-1.14427,"length_ch_1":18.72637,"neighbor_avg_dist_ch_1":272.35723,"neighbor_min_dist_ch_1":24.09761,"neighbor_var_dist_ch_1":130.9797,"perim_ch_1":57.80003,"shape_bfr_ch_1":0.7269,"shape_lwr_ch_1":1.22206,"shape_p_2_a_ch_1":1.21792,"skew_inten_ch_1":1.30013,"skew_inten_ch_3":1.81168,"skew_inten_ch_4":-0.03936,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":22922,"total_inten_ch_2":81032,"total_inten_ch_3":35978,"total_inten_ch_4":86281,"var_inten_ch_1":81.7974,"var_inten_ch_3":228.43968,"var_inten_ch_4":248.14577,"width_ch_1":15.32363}
{"case":"Train","class":"PS","angle_ch_1":177.1192,"area_ch_1":281,"avg_inten_ch_1":54.07435,"avg_inten_ch_2":154.74721,"avg_inten_ch_3":119.86617,"avg_inten_ch_4":97.7881,"convex_hull_area_ratio_ch_1":1.41549,"convex_hull_perim_ratio_ch_1":0.77523,"diff_inten_density_ch_1":57.71399,"diff_inten_density_ch_3":99.14614,"diff_inten_density_ch_4":64.29436,"entropy_inten_ch_1":6.3991,"entropy_inten_ch_3":7.02474,"entropy_inten_ch_4":5.75939,"eq_circ_diam_ch_1":18.94743,"eq_ellipse_lwr_ch_1":1.30233,"eq_ellipse_oblate_vol_ch_1":411.82235,"eq_ellipse_prolate_vol_ch_1":316.22051,"eq_sphere_area_ch_1":1127.84807,"eq_sphere_vol_ch_1":3561.6375,"fiber_align_2_ch_3":1.69965,"fiber_align_2_ch_4":1.71886,"fiber_length_ch_1":43.90454,"fiber_width_ch_1":6.78027,"inten_cooc_asm_ch_3":0.0066,"inten_cooc_asm_ch_4":0.0754,"inten_cooc_contrast_ch_3":17.54639,"inten_cooc_contrast_ch_4":5.21311,"inten_cooc_entropy_ch_3":7.52102,"inten_cooc_entropy_ch_4":5.67249,"inten_cooc_max_ch_3":0.02155,"inten_cooc_max_ch_4":0.2915,"kurt_inten_ch_1":7.5853,"kurt_inten_ch_3":4.49762,"kurt_inten_ch_4":-0.34644,"length_ch_1":29.75586,"neighbor_avg_dist_ch_1":249.25863,"neighbor_min_dist_ch_1":33.67695,"neighbor_var_dist_ch_1":111.98986,"perim_ch_1":101.36963,"shape_bfr_ch_1":0.48646,"shape_lwr_ch_1":1.52757,"shape_p_2_a_ch_1":2.74692,"skew_inten_ch_1":2.42146,"skew_inten_ch_3":1.8172,"skew_inten_ch_4":0.88554,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":14546,"total_inten_ch_2":41359,"total_inten_ch_3":32244,"total_inten_ch_4":26305,"var_inten_ch_1":47.48854,"var_inten_ch_3":97.58773,"var_inten_ch_4":102.53691,"width_ch_1":19.47925}
{"case":"Test","class":"PS","angle_ch_1":127.36075,"area_ch_1":162,"avg_inten_ch_1":39.93548,"avg_inten_ch_2":1.8129,"avg_inten_ch_3":105.32903,"avg_inten_ch_4":43.46452,"convex_hull_area_ratio_ch_1":1.39233,"convex_hull_perim_ratio_ch_1":0.92633,"diff_inten_density_ch_1":45.23574,"diff_inten_density_ch_3":112.20152,"diff_inten_density_ch_4":47.25856,"entropy_inten_ch_1":6.07433,"entropy_inten_ch_3":6.48578,"entropy_inten_ch_4":3.62739,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":4.90755,"eq_ellipse_oblate_vol_ch_1":349.66431,"eq_ellipse_prolate_vol_ch_1":71.25033,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.55975,"fiber_align_2_ch_4":1.64486,"fiber_length_ch_1":34.23295,"fiber_width_ch_1":5.18996,"inten_cooc_asm_ch_3":0.00623,"inten_cooc_asm_ch_4":0.23249,"inten_cooc_contrast_ch_3":33.57769,"inten_cooc_contrast_ch_4":3.75344,"inten_cooc_entropy_ch_3":7.49168,"inten_cooc_entropy_ch_4":3.97216,"inten_cooc_max_ch_3":0.0155,"inten_cooc_max_ch_4":0.47761,"kurt_inten_ch_1":0.62233,"kurt_inten_ch_3":0.45201,"kurt_inten_ch_4":0.34627,"length_ch_1":32.34067,"neighbor_avg_dist_ch_1":244.49269,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":129.59029,"perim_ch_1":78.84582,"shape_bfr_ch_1":0.52816,"shape_lwr_ch_1":3.4001,"shape_p_2_a_ch_1":2.78443,"skew_inten_ch_1":0.83588,"skew_inten_ch_3":0.75542,"skew_inten_ch_4":1.20789,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":6190,"total_inten_ch_2":127,"total_inten_ch_3":16326,"total_inten_ch_4":6737,"var_inten_ch_1":25.7606,"var_inten_ch_3":68.16016,"var_inten_ch_4":60.26514,"width_ch_1":9.51167}
{"case":"Test","class":"PS","angle_ch_1":66.7991,"area_ch_1":509,"avg_inten_ch_1":78.19753,"avg_inten_ch_2":347.37654,"avg_inten_ch_3":72.65021,"avg_inten_ch_4":302.15432,"convex_hull_area_ratio_ch_1":1.21068,"convex_hull_perim_ratio_ch_1":0.84584,"diff_inten_density_ch_1":60.02439,"diff_inten_density_ch_3":67.78714,"diff_inten_density_ch_4":182.91796,"entropy_inten_ch_1":6.9808,"entropy_inten_ch_3":5.54169,"entropy_inten_ch_4":7.27727,"eq_circ_diam_ch_1":25.46785,"eq_ellipse_lwr_ch_1":2.33891,"eq_ellipse_oblate_vol_ch_1":1340.23957,"eq_ellipse_prolate_vol_ch_1":573.01959,"eq_sphere_area_ch_1":2037.67347,"eq_sphere_vol_ch_1":8649.19522,"fiber_align_2_ch_3":1.73555,"fiber_align_2_ch_4":1.12413,"fiber_length_ch_1":48.27123,"fiber_width_ch_1":10.97668,"inten_cooc_asm_ch_3":0.10137,"inten_cooc_asm_ch_4":0.0269,"inten_cooc_contrast_ch_3":4.46258,"inten_cooc_contrast_ch_4":6.3971,"inten_cooc_entropy_ch_3":5.42534,"inten_cooc_entropy_ch_4":6.60643,"inten_cooc_max_ch_3":0.30872,"inten_cooc_max_ch_4":0.14094,"kurt_inten_ch_1":2.41135,"kurt_inten_ch_3":5.92776,"kurt_inten_ch_4":0.88679,"length_ch_1":40.4642,"neighbor_avg_dist_ch_1":313.2264,"neighbor_min_dist_ch_1":26.22232,"neighbor_var_dist_ch_1":117.92527,"perim_ch_1":118.49583,"shape_bfr_ch_1":0.61208,"shape_lwr_ch_1":1.96731,"shape_p_2_a_ch_1":2.10879,"skew_inten_ch_1":0.93873,"skew_inten_ch_3":2.34878,"skew_inten_ch_4":0.96008,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":7,"total_inten_ch_1":38004,"total_inten_ch_2":168340,"total_inten_ch_3":35308,"total_inten_ch_4":146847,"var_inten_ch_1":44.0363,"var_inten_ch_3":113.32646,"var_inten_ch_4":279.91501,"width_ch_1":20.56826}
{"case":"Train","class":"PS","angle_ch_1":179.64003,"area_ch_1":495,"avg_inten_ch_1":146.86258,"avg_inten_ch_2":305.99577,"avg_inten_ch_3":64.48414,"avg_inten_ch_4":217.60254,"convex_hull_area_ratio_ch_1":1.2137,"convex_hull_perim_ratio_ch_1":0.89368,"diff_inten_density_ch_1":73.41781,"diff_inten_density_ch_3":49.71005,"diff_inten_density_ch_4":125.19863,"entropy_inten_ch_1":7.67516,"entropy_inten_ch_3":4.01417,"entropy_inten_ch_4":6.29624,"eq_circ_diam_ch_1":25.12493,"eq_ellipse_lwr_ch_1":3.50468,"eq_ellipse_oblate_vol_ch_1":1575.20583,"eq_ellipse_prolate_vol_ch_1":449.4581,"eq_sphere_area_ch_1":1983.1678,"eq_sphere_vol_ch_1":8304.49077,"fiber_align_2_ch_3":1.66246,"fiber_align_2_ch_4":1.54417,"fiber_length_ch_1":50.46655,"fiber_width_ch_1":10.15649,"inten_cooc_asm_ch_3":0.28503,"inten_cooc_asm_ch_4":0.08345,"inten_cooc_contrast_ch_3":2.2085,"inten_cooc_contrast_ch_4":4.50837,"inten_cooc_entropy_ch_3":3.65811,"inten_cooc_entropy_ch_4":5.54955,"inten_cooc_max_ch_3":0.5412,"inten_cooc_max_ch_4":0.28508,"kurt_inten_ch_1":-0.93478,"kurt_inten_ch_3":13.20442,"kurt_inten_ch_4":1.36992,"length_ch_1":46.10911,"neighbor_avg_dist_ch_1":290.22491,"neighbor_min_dist_ch_1":31.80408,"neighbor_var_dist_ch_1":118.32222,"perim_ch_1":121.24608,"shape_bfr_ch_1":0.6117,"shape_lwr_ch_1":2.6231,"shape_p_2_a_ch_1":2.28232,"skew_inten_ch_1":0.22004,"skew_inten_ch_3":3.61882,"skew_inten_ch_4":1.429,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":69466,"total_inten_ch_2":144264,"total_inten_ch_3":30501,"total_inten_ch_4":102926,"var_inten_ch_1":81.7464,"var_inten_ch_3":155.15012,"var_inten_ch_4":260.55781,"width_ch_1":17.57809}
{"case":"Train","class":"PS","angle_ch_1":83.33401,"area_ch_1":229,"avg_inten_ch_1":262.9863,"avg_inten_ch_2":421.0137,"avg_inten_ch_3":413.78082,"avg_inten_ch_4":522.6621,"convex_hull_area_ratio_ch_1":1.0596,"convex_hull_perim_ratio_ch_1":0.96842,"diff_inten_density_ch_1":141.8933,"diff_inten_density_ch_3":293.31266,"diff_inten_density_ch_4":234.31514,"entropy_inten_ch_1":7.32023,"entropy_inten_ch_3":6.62802,"entropy_inten_ch_4":7.39298,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":1.72336,"eq_ellipse_oblate_vol_ch_1":347.99672,"eq_ellipse_prolate_vol_ch_1":201.92975,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.62145,"fiber_align_2_ch_4":1.53419,"fiber_length_ch_1":18.50696,"fiber_width_ch_1":12.82837,"inten_cooc_asm_ch_3":0.02506,"inten_cooc_asm_ch_4":0.00933,"inten_cooc_contrast_ch_3":5.85572,"inten_cooc_contrast_ch_4":6.5369,"inten_cooc_entropy_ch_3":6.47165,"inten_cooc_entropy_ch_4":7.04152,"inten_cooc_max_ch_3":0.15534,"inten_cooc_max_ch_4":0.03046,"kurt_inten_ch_1":2.1945,"kurt_inten_ch_3":2.23317,"kurt_inten_ch_4":-0.87448,"length_ch_1":23.08461,"neighbor_avg_dist_ch_1":187.62666,"neighbor_min_dist_ch_1":12.45518,"neighbor_var_dist_ch_1":102.54834,"perim_ch_1":62.67066,"shape_bfr_ch_1":0.74923,"shape_lwr_ch_1":1.73931,"shape_p_2_a_ch_1":1.31647,"skew_inten_ch_1":1.41916,"skew_inten_ch_3":1.43111,"skew_inten_ch_4":0.2634,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":57594,"total_inten_ch_2":91984,"total_inten_ch_3":90618,"total_inten_ch_4":114463,"var_inten_ch_1":174.71748,"var_inten_ch_3":421.55915,"var_inten_ch_4":341.82207,"width_ch_1":13.27226}
{"case":"Train","class":"PS","angle_ch_1":161.63309,"area_ch_1":161,"avg_inten_ch_1":418.65584,"avg_inten_ch_2":596.16883,"avg_inten_ch_3":36.76623,"avg_inten_ch_4":244.27273,"convex_hull_area_ratio_ch_1":1.10703,"convex_hull_perim_ratio_ch_1":0.94445,"diff_inten_density_ch_1":189.32,"diff_inten_density_ch_3":41.94545,"diff_inten_density_ch_4":196.01818,"entropy_inten_ch_1":7.17098,"entropy_inten_ch_3":3.88847,"entropy_inten_ch_4":6.09796,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.61885,"eq_ellipse_oblate_vol_ch_1":198.887,"eq_ellipse_prolate_vol_ch_1":122.8567,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.85217,"fiber_align_2_ch_4":1.76763,"fiber_length_ch_1":19.12929,"fiber_width_ch_1":8.95895,"inten_cooc_asm_ch_3":0.21613,"inten_cooc_asm_ch_4":0.03316,"inten_cooc_contrast_ch_3":3.35622,"inten_cooc_contrast_ch_4":9.42804,"inten_cooc_entropy_ch_3":4.16995,"inten_cooc_entropy_ch_4":6.19599,"inten_cooc_max_ch_3":0.46667,"inten_cooc_max_ch_4":0.16296,"kurt_inten_ch_1":-1.4026,"kurt_inten_ch_3":5.83701,"kurt_inten_ch_4":0.38632,"length_ch_1":20.39706,"neighbor_avg_dist_ch_1":216.58647,"neighbor_min_dist_ch_1":14.76559,"neighbor_var_dist_ch_1":95.78837,"perim_ch_1":56.17649,"shape_bfr_ch_1":0.56845,"shape_lwr_ch_1":1.4651,"shape_p_2_a_ch_1":1.46535,"skew_inten_ch_1":0.1333,"skew_inten_ch_3":2.30902,"skew_inten_ch_4":1.12054,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":64473,"total_inten_ch_2":91657,"total_inten_ch_3":5662,"total_inten_ch_4":37618,"var_inten_ch_1":300.80661,"var_inten_ch_3":61.65307,"var_inten_ch_4":262.19523,"width_ch_1":13.92193}
{"case":"Test","class":"PS","angle_ch_1":168.90685,"area_ch_1":453,"avg_inten_ch_1":25.95843,"avg_inten_ch_2":91.37413,"avg_inten_ch_3":62.05081,"avg_inten_ch_4":34.32564,"convex_hull_area_ratio_ch_1":1.72403,"convex_hull_perim_ratio_ch_1":0.51062,"diff_inten_density_ch_1":37.67121,"diff_inten_density_ch_3":57.4884,"diff_inten_density_ch_4":31.53752,"entropy_inten_ch_1":5.93345,"entropy_inten_ch_3":6.12892,"entropy_inten_ch_4":4.67145,"eq_circ_diam_ch_1":24.0391,"eq_ellipse_lwr_ch_1":1.1375,"eq_ellipse_oblate_vol_ch_1":786.01086,"eq_ellipse_prolate_vol_ch_1":691.00031,"eq_sphere_area_ch_1":1815.45805,"eq_sphere_vol_ch_1":7273.66241,"fiber_align_2_ch_3":1.28945,"fiber_align_2_ch_4":1.62455,"fiber_length_ch_1":101.0939,"fiber_width_ch_1":4.94056,"inten_cooc_asm_ch_3":0.05955,"inten_cooc_asm_ch_4":0.1325,"inten_cooc_contrast_ch_3":8.72386,"inten_cooc_contrast_ch_4":3.93637,"inten_cooc_entropy_ch_3":6.24628,"inten_cooc_entropy_ch_4":4.88845,"inten_cooc_max_ch_3":0.2337,"inten_cooc_max_ch_4":0.3587,"kurt_inten_ch_1":0.4175,"kurt_inten_ch_3":-0.1914,"kurt_inten_ch_4":0.47113,"length_ch_1":34.13938,"neighbor_avg_dist_ch_1":312.83448,"neighbor_min_dist_ch_1":63.3853,"neighbor_var_dist_ch_1":140.65023,"perim_ch_1":212.06892,"shape_bfr_ch_1":0.40581,"shape_lwr_ch_1":1.04209,"shape_p_2_a_ch_1":7.1654,"skew_inten_ch_1":0.95158,"skew_inten_ch_3":0.8757,"skew_inten_ch_4":1.25722,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":11240,"total_inten_ch_2":39133,"total_inten_ch_3":26868,"total_inten_ch_4":14863,"var_inten_ch_1":21.31764,"var_inten_ch_3":62.71437,"var_inten_ch_4":46.6204,"width_ch_1":32.76048}
{"case":"Train","class":"PS","angle_ch_1":162.53022,"area_ch_1":211,"avg_inten_ch_1":171.30198,"avg_inten_ch_2":475.81188,"avg_inten_ch_3":149.56931,"avg_inten_ch_4":482.02475,"convex_hull_area_ratio_ch_1":1.11137,"convex_hull_perim_ratio_ch_1":0.93338,"diff_inten_density_ch_1":76.47945,"diff_inten_density_ch_3":79.66301,"diff_inten_density_ch_4":237.58082,"entropy_inten_ch_1":7.13943,"entropy_inten_ch_3":6.87099,"entropy_inten_ch_4":6.97484,"eq_circ_diam_ch_1":16.41912,"eq_ellipse_lwr_ch_1":1.84081,"eq_ellipse_oblate_vol_ch_1":318.60547,"eq_ellipse_prolate_vol_ch_1":173.07884,"eq_sphere_area_ch_1":846.93424,"eq_sphere_vol_ch_1":2317.65266,"fiber_align_2_ch_3":1.68105,"fiber_align_2_ch_4":1.558,"fiber_length_ch_1":23.1741,"fiber_width_ch_1":9.64549,"inten_cooc_asm_ch_3":0.01096,"inten_cooc_asm_ch_4":0.01356,"inten_cooc_contrast_ch_3":9.86927,"inten_cooc_contrast_ch_4":6.44323,"inten_cooc_entropy_ch_3":6.93786,"inten_cooc_entropy_ch_4":6.7194,"inten_cooc_max_ch_3":0.05028,"inten_cooc_max_ch_4":0.07263,"kurt_inten_ch_1":-1.21612,"kurt_inten_ch_3":-0.20014,"kurt_inten_ch_4":-0.87633,"length_ch_1":24.61295,"neighbor_avg_dist_ch_1":242.71131,"neighbor_min_dist_ch_1":18.31446,"neighbor_var_dist_ch_1":120.21305,"perim_ch_1":65.63919,"shape_bfr_ch_1":0.58945,"shape_lwr_ch_1":1.68648,"shape_p_2_a_ch_1":1.53386,"skew_inten_ch_1":0.11539,"skew_inten_ch_3":0.38808,"skew_inten_ch_4":0.28034,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":34603,"total_inten_ch_2":95913,"total_inten_ch_3":30213,"total_inten_ch_4":97369,"var_inten_ch_1":106.95633,"var_inten_ch_3":96.82728,"var_inten_ch_4":349.63972,"width_ch_1":14.59427}
{"case":"Train","class":"PS","angle_ch_1":132.42216,"area_ch_1":616,"avg_inten_ch_1":25.46939,"avg_inten_ch_2":109.77211,"avg_inten_ch_3":40.09354,"avg_inten_ch_4":34.94218,"convex_hull_area_ratio_ch_1":1.55628,"convex_hull_perim_ratio_ch_1":0.73684,"diff_inten_density_ch_1":37.67225,"diff_inten_density_ch_3":36.91806,"diff_inten_density_ch_4":27.17877,"entropy_inten_ch_1":5.82273,"entropy_inten_ch_3":6.09061,"entropy_inten_ch_4":4.328,"eq_circ_diam_ch_1":28.01321,"eq_ellipse_lwr_ch_1":2.62647,"eq_ellipse_oblate_vol_ch_1":1890.05343,"eq_ellipse_prolate_vol_ch_1":719.61631,"eq_sphere_area_ch_1":2465.33333,"eq_sphere_vol_ch_1":11510.31701,"fiber_align_2_ch_3":1.48335,"fiber_align_2_ch_4":1.42168,"fiber_length_ch_1":77.68018,"fiber_width_ch_1":8.3323,"inten_cooc_asm_ch_3":0.02147,"inten_cooc_asm_ch_4":0.21146,"inten_cooc_contrast_ch_3":11.81285,"inten_cooc_contrast_ch_4":1.97114,"inten_cooc_entropy_ch_3":7.03254,"inten_cooc_entropy_ch_4":4.24953,"inten_cooc_max_ch_3":0.13035,"inten_cooc_max_ch_4":0.46182,"kurt_inten_ch_1":2.86565,"kurt_inten_ch_3":5.19675,"kurt_inten_ch_4":0.83379,"length_ch_1":50.82007,"neighbor_avg_dist_ch_1":311.62011,"neighbor_min_dist_ch_1":24.93139,"neighbor_var_dist_ch_1":117.20621,"perim_ch_1":172.02497,"shape_bfr_ch_1":0.44089,"shape_lwr_ch_1":1.84749,"shape_p_2_a_ch_1":3.63827,"skew_inten_ch_1":1.49561,"skew_inten_ch_3":2.04696,"skew_inten_ch_4":1.38568,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":14976,"total_inten_ch_2":63959,"total_inten_ch_3":23575,"total_inten_ch_4":20546,"var_inten_ch_1":24.04136,"var_inten_ch_3":44.98015,"var_inten_ch_4":50.89452,"width_ch_1":27.50766}
{"case":"Train","class":"PS","angle_ch_1":44.31069,"area_ch_1":324,"avg_inten_ch_1":27.5129,"avg_inten_ch_2":13.50968,"avg_inten_ch_3":53.45161,"avg_inten_ch_4":82.31613,"convex_hull_area_ratio_ch_1":1.88462,"convex_hull_perim_ratio_ch_1":0.82103,"diff_inten_density_ch_1":38.92857,"diff_inten_density_ch_3":47.90226,"diff_inten_density_ch_4":69.09023,"entropy_inten_ch_1":5.88642,"entropy_inten_ch_3":6.50566,"entropy_inten_ch_4":6.24736,"eq_circ_diam_ch_1":20.34019,"eq_ellipse_lwr_ch_1":4.44546,"eq_ellipse_oblate_vol_ch_1":941.28774,"eq_ellipse_prolate_vol_ch_1":211.7414,"eq_sphere_area_ch_1":1299.75057,"eq_sphere_vol_ch_1":4406.19625,"fiber_align_2_ch_3":1.8039,"fiber_align_2_ch_4":1.85081,"fiber_length_ch_1":66.52955,"fiber_width_ch_1":5.32526,"inten_cooc_asm_ch_3":0.00797,"inten_cooc_asm_ch_4":0.0275,"inten_cooc_contrast_ch_3":18.90364,"inten_cooc_contrast_ch_4":9.36235,"inten_cooc_entropy_ch_3":7.46939,"inten_cooc_entropy_ch_4":6.58331,"inten_cooc_max_ch_3":0.04833,"inten_cooc_max_ch_4":0.14829,"kurt_inten_ch_1":0.59231,"kurt_inten_ch_3":0.19854,"kurt_inten_ch_4":-0.75231,"length_ch_1":52.15494,"neighbor_avg_dist_ch_1":244.10298,"neighbor_min_dist_ch_1":33.89413,"neighbor_var_dist_ch_1":102.38356,"perim_ch_1":143.70962,"shape_bfr_ch_1":0.34576,"shape_lwr_ch_1":2.89446,"shape_p_2_a_ch_1":4.63878,"skew_inten_ch_1":0.83851,"skew_inten_ch_3":0.70851,"skew_inten_ch_4":0.57511,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8529,"total_inten_ch_2":3879,"total_inten_ch_3":16570,"total_inten_ch_4":25518,"var_inten_ch_1":18.79872,"var_inten_ch_3":39.23358,"var_inten_ch_4":76.28861,"width_ch_1":18.01887}
{"case":"Train","class":"WS","angle_ch_1":151.04149,"area_ch_1":167,"avg_inten_ch_1":110.4875,"avg_inten_ch_2":271.6125,"avg_inten_ch_3":41,"avg_inten_ch_4":22.9625,"convex_hull_area_ratio_ch_1":1.05,"convex_hull_perim_ratio_ch_1":0.95182,"diff_inten_density_ch_1":58.25175,"diff_inten_density_ch_3":29.30769,"diff_inten_density_ch_4":28.02797,"entropy_inten_ch_1":6.5764,"entropy_inten_ch_3":4.41097,"entropy_inten_ch_4":4.01231,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":2.07781,"eq_ellipse_oblate_vol_ch_1":238.6185,"eq_ellipse_prolate_vol_ch_1":114.84152,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.2678,"fiber_align_2_ch_4":1.70569,"fiber_length_ch_1":19.8231,"fiber_width_ch_1":8.98909,"inten_cooc_asm_ch_3":0.14695,"inten_cooc_asm_ch_4":0.15541,"inten_cooc_contrast_ch_3":3.34736,"inten_cooc_contrast_ch_4":6.01913,"inten_cooc_entropy_ch_3":4.5141,"inten_cooc_entropy_ch_4":4.67566,"inten_cooc_max_ch_3":0.37857,"inten_cooc_max_ch_4":0.4,"kurt_inten_ch_1":-0.3463,"kurt_inten_ch_3":1.60501,"kurt_inten_ch_4":4.49083,"length_ch_1":22.87311,"neighbor_avg_dist_ch_1":238.31265,"neighbor_min_dist_ch_1":28.99388,"neighbor_var_dist_ch_1":103.06538,"perim_ch_1":57.62437,"shape_bfr_ch_1":0.59919,"shape_lwr_ch_1":1.86921,"shape_p_2_a_ch_1":1.4829,"skew_inten_ch_1":-0.03794,"skew_inten_ch_3":1.56579,"skew_inten_ch_4":1.99185,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17678,"total_inten_ch_2":43299,"total_inten_ch_3":6560,"total_inten_ch_4":3674,"var_inten_ch_1":47.67481,"var_inten_ch_3":56.84672,"var_inten_ch_4":33.99741,"width_ch_1":12.23675}
{"case":"Train","class":"PS","angle_ch_1":104.27853,"area_ch_1":290,"avg_inten_ch_1":30.02527,"avg_inten_ch_2":72.03249,"avg_inten_ch_3":52.73285,"avg_inten_ch_4":83.29964,"convex_hull_area_ratio_ch_1":1.33221,"convex_hull_perim_ratio_ch_1":0.77549,"diff_inten_density_ch_1":41.59138,"diff_inten_density_ch_3":46.77823,"diff_inten_density_ch_4":56.37577,"entropy_inten_ch_1":5.88611,"entropy_inten_ch_3":6.15258,"entropy_inten_ch_4":6.3146,"eq_circ_diam_ch_1":19.22711,"eq_ellipse_lwr_ch_1":3.09552,"eq_ellipse_oblate_vol_ch_1":663.4494,"eq_ellipse_prolate_vol_ch_1":214.32587,"eq_sphere_area_ch_1":1161.39002,"eq_sphere_vol_ch_1":3721.69646,"fiber_align_2_ch_3":1.62238,"fiber_align_2_ch_4":1.62168,"fiber_length_ch_1":49.00698,"fiber_width_ch_1":6.35773,"inten_cooc_asm_ch_3":0.01098,"inten_cooc_asm_ch_4":0.0169,"inten_cooc_contrast_ch_3":11.41555,"inten_cooc_contrast_ch_4":7.68052,"inten_cooc_entropy_ch_3":7.09289,"inten_cooc_entropy_ch_4":6.81277,"inten_cooc_max_ch_3":0.05645,"inten_cooc_max_ch_4":0.09677,"kurt_inten_ch_1":2.33105,"kurt_inten_ch_3":2.86366,"kurt_inten_ch_4":-0.13491,"length_ch_1":36.99895,"neighbor_avg_dist_ch_1":229.40016,"neighbor_min_dist_ch_1":31.32255,"neighbor_var_dist_ch_1":97.37679,"perim_ch_1":110.72943,"shape_bfr_ch_1":0.51849,"shape_lwr_ch_1":2.44456,"shape_p_2_a_ch_1":3.13151,"skew_inten_ch_1":1.52896,"skew_inten_ch_3":1.82334,"skew_inten_ch_4":0.66205,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":8317,"total_inten_ch_2":19677,"total_inten_ch_3":14607,"total_inten_ch_4":23074,"var_inten_ch_1":29.78556,"var_inten_ch_3":63.84979,"var_inten_ch_4":72.85652,"width_ch_1":15.13524}
{"case":"Train","class":"PS","angle_ch_1":46.26285,"area_ch_1":919,"avg_inten_ch_1":29.37514,"avg_inten_ch_2":4.93729,"avg_inten_ch_3":63.81414,"avg_inten_ch_4":27.68757,"convex_hull_area_ratio_ch_1":2.08136,"convex_hull_perim_ratio_ch_1":0.72862,"diff_inten_density_ch_1":38.84207,"diff_inten_density_ch_3":36.96462,"diff_inten_density_ch_4":22.45546,"entropy_inten_ch_1":6.09013,"entropy_inten_ch_3":6.89792,"entropy_inten_ch_4":4.56486,"eq_circ_diam_ch_1":34.21165,"eq_ellipse_lwr_ch_1":4.21875,"eq_ellipse_oblate_vol_ch_1":4363.27612,"eq_ellipse_prolate_vol_ch_1":1034.2587,"eq_sphere_area_ch_1":3677.03628,"eq_sphere_vol_ch_1":20966.24642,"fiber_align_2_ch_3":1.4299,"fiber_align_2_ch_4":1.40607,"fiber_length_ch_1":134.34902,"fiber_width_ch_1":7.24022,"inten_cooc_asm_ch_3":0.0063,"inten_cooc_asm_ch_4":0.16654,"inten_cooc_contrast_ch_3":15.9687,"inten_cooc_contrast_ch_4":2.94142,"inten_cooc_entropy_ch_3":7.81888,"inten_cooc_entropy_ch_4":4.74293,"inten_cooc_max_ch_3":0.04161,"inten_cooc_max_ch_4":0.40605,"kurt_inten_ch_1":-0.3371,"kurt_inten_ch_3":0.00257,"kurt_inten_ch_4":1.41007,"length_ch_1":90.32726,"neighbor_avg_dist_ch_1":260.58662,"neighbor_min_dist_ch_1":27.96331,"neighbor_var_dist_ch_1":126.26856,"perim_ch_1":283.17848,"shape_bfr_ch_1":0.32966,"shape_lwr_ch_1":2.92595,"shape_p_2_a_ch_1":6.56027,"skew_inten_ch_1":0.54486,"skew_inten_ch_3":0.43928,"skew_inten_ch_4":1.36904,"spot_fiber_count_ch_3":9,"spot_fiber_count_ch_4":19,"total_inten_ch_1":25762,"total_inten_ch_2":3454,"total_inten_ch_3":55965,"total_inten_ch_4":24282,"var_inten_ch_1":19.90077,"var_inten_ch_3":35.0831,"var_inten_ch_4":37.22655,"width_ch_1":30.87106}
{"case":"Test","class":"PS","angle_ch_1":11.54534,"area_ch_1":181,"avg_inten_ch_1":37.57803,"avg_inten_ch_2":123.90751,"avg_inten_ch_3":66.25434,"avg_inten_ch_4":9.7341,"convex_hull_area_ratio_ch_1":1.39048,"convex_hull_perim_ratio_ch_1":0.89476,"diff_inten_density_ch_1":47.88449,"diff_inten_density_ch_3":62.11551,"diff_inten_density_ch_4":14.51155,"entropy_inten_ch_1":6.02989,"entropy_inten_ch_3":6.23525,"entropy_inten_ch_4":2.86652,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":3.16151,"eq_ellipse_oblate_vol_ch_1":330.93166,"eq_ellipse_prolate_vol_ch_1":104.67503,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.41164,"fiber_align_2_ch_4":1.53114,"fiber_length_ch_1":31.00208,"fiber_width_ch_1":6.21262,"inten_cooc_asm_ch_3":0.01011,"inten_cooc_asm_ch_4":0.30926,"inten_cooc_contrast_ch_3":13.62606,"inten_cooc_contrast_ch_4":2.99447,"inten_cooc_entropy_ch_3":7.08551,"inten_cooc_entropy_ch_4":3.43137,"inten_cooc_max_ch_3":0.06494,"inten_cooc_max_ch_4":0.56494,"kurt_inten_ch_1":0.7549,"kurt_inten_ch_3":1.22322,"kurt_inten_ch_4":1.62653,"length_ch_1":25.91844,"neighbor_avg_dist_ch_1":218.41887,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":91.91575,"perim_ch_1":74.4294,"shape_bfr_ch_1":0.58124,"shape_lwr_ch_1":2.15321,"shape_p_2_a_ch_1":2.28882,"skew_inten_ch_1":0.99362,"skew_inten_ch_3":1.28774,"skew_inten_ch_4":1.65974,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6501,"total_inten_ch_2":21264,"total_inten_ch_3":11462,"total_inten_ch_4":1684,"var_inten_ch_1":28.36246,"var_inten_ch_3":63.135,"var_inten_ch_4":16.55779,"width_ch_1":12.03713}
{"case":"Train","class":"WS","angle_ch_1":46.65824,"area_ch_1":257,"avg_inten_ch_1":166.29675,"avg_inten_ch_2":327.96748,"avg_inten_ch_3":336.40244,"avg_inten_ch_4":323.02846,"convex_hull_area_ratio_ch_1":1.07752,"convex_hull_perim_ratio_ch_1":0.94268,"diff_inten_density_ch_1":116.08,"diff_inten_density_ch_3":234.54667,"diff_inten_density_ch_4":200.01778,"entropy_inten_ch_1":7.16785,"entropy_inten_ch_3":6.35477,"entropy_inten_ch_4":7.31017,"eq_circ_diam_ch_1":18.11932,"eq_ellipse_lwr_ch_1":2.00714,"eq_ellipse_oblate_vol_ch_1":447.10832,"eq_ellipse_prolate_vol_ch_1":222.75921,"eq_sphere_area_ch_1":1031.41497,"eq_sphere_vol_ch_1":3114.75546,"fiber_align_2_ch_3":1.22892,"fiber_align_2_ch_4":1.09069,"fiber_length_ch_1":24.97516,"fiber_width_ch_1":10.82804,"inten_cooc_asm_ch_3":0.04906,"inten_cooc_asm_ch_4":0.00828,"inten_cooc_contrast_ch_3":3.67161,"inten_cooc_contrast_ch_4":12.62911,"inten_cooc_entropy_ch_3":5.87393,"inten_cooc_entropy_ch_4":7.22762,"inten_cooc_max_ch_3":0.21586,"inten_cooc_max_ch_4":0.04405,"kurt_inten_ch_1":9.79434,"kurt_inten_ch_3":9.04074,"kurt_inten_ch_4":-0.46472,"length_ch_1":28.32669,"neighbor_avg_dist_ch_1":214.47366,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":102.56684,"perim_ch_1":71.60639,"shape_bfr_ch_1":0.62176,"shape_lwr_ch_1":1.93483,"shape_p_2_a_ch_1":1.5088,"skew_inten_ch_1":2.96836,"skew_inten_ch_3":2.90886,"skew_inten_ch_4":0.40993,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":40909,"total_inten_ch_2":80435,"total_inten_ch_3":82755,"total_inten_ch_4":79465,"var_inten_ch_1":234.88746,"var_inten_ch_3":561.65547,"var_inten_ch_4":212.55648,"width_ch_1":14.64038}
{"case":"Train","class":"PS","angle_ch_1":150.64446,"area_ch_1":533,"avg_inten_ch_1":31.60511,"avg_inten_ch_2":2.75639,"avg_inten_ch_3":73.86837,"avg_inten_ch_4":53.17289,"convex_hull_area_ratio_ch_1":1.83698,"convex_hull_perim_ratio_ch_1":0.84135,"diff_inten_density_ch_1":41.85811,"diff_inten_density_ch_3":61.03604,"diff_inten_density_ch_4":42.55405,"entropy_inten_ch_1":6.12971,"entropy_inten_ch_3":6.95713,"entropy_inten_ch_4":5.16022,"eq_circ_diam_ch_1":26.06352,"eq_ellipse_lwr_ch_1":9.13116,"eq_ellipse_oblate_vol_ch_1":2838.31888,"eq_ellipse_prolate_vol_ch_1":310.83883,"eq_sphere_area_ch_1":2134.10658,"eq_sphere_vol_ch_1":9270.38924,"fiber_align_2_ch_3":1.4795,"fiber_align_2_ch_4":1.48042,"fiber_length_ch_1":102.01725,"fiber_width_ch_1":5.64075,"inten_cooc_asm_ch_3":0.00493,"inten_cooc_asm_ch_4":0.10588,"inten_cooc_contrast_ch_3":26.41414,"inten_cooc_contrast_ch_4":4.56333,"inten_cooc_entropy_ch_3":7.9268,"inten_cooc_entropy_ch_4":5.32185,"inten_cooc_max_ch_3":0.02069,"inten_cooc_max_ch_4":0.33775,"kurt_inten_ch_1":1.73085,"kurt_inten_ch_3":3.28736,"kurt_inten_ch_4":-0.36737,"length_ch_1":84.60394,"neighbor_avg_dist_ch_1":183.13066,"neighbor_min_dist_ch_1":32.90556,"neighbor_var_dist_ch_1":81.28354,"perim_ch_1":215.31601,"shape_bfr_ch_1":0.42509,"shape_lwr_ch_1":5.70307,"shape_p_2_a_ch_1":6.41106,"skew_inten_ch_1":1.04242,"skew_inten_ch_3":1.32744,"skew_inten_ch_4":0.94215,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":11,"total_inten_ch_1":16087,"total_inten_ch_2":895,"total_inten_ch_3":37599,"total_inten_ch_4":27065,"var_inten_ch_1":22.54755,"var_inten_ch_3":47.05671,"var_inten_ch_4":63.40066,"width_ch_1":14.83481}
{"case":"Train","class":"PS","angle_ch_1":44.91208,"area_ch_1":842,"avg_inten_ch_1":29.42289,"avg_inten_ch_2":4.26244,"avg_inten_ch_3":63.27363,"avg_inten_ch_4":31.36194,"convex_hull_area_ratio_ch_1":2.90032,"convex_hull_perim_ratio_ch_1":0.66602,"diff_inten_density_ch_1":42.66737,"diff_inten_density_ch_3":44.66596,"diff_inten_density_ch_4":35.66667,"entropy_inten_ch_1":6.06545,"entropy_inten_ch_3":6.96635,"entropy_inten_ch_4":5.54916,"eq_circ_diam_ch_1":32.75686,"eq_ellipse_lwr_ch_1":1.96306,"eq_ellipse_oblate_vol_ch_1":2612.59823,"eq_ellipse_prolate_vol_ch_1":1330.87914,"eq_sphere_area_ch_1":3370.96599,"eq_sphere_vol_ch_1":18403.70948,"fiber_align_2_ch_3":1.38251,"fiber_align_2_ch_4":1.70905,"fiber_length_ch_1":143.35023,"fiber_width_ch_1":6.2902,"inten_cooc_asm_ch_3":0.00539,"inten_cooc_asm_ch_4":0.04801,"inten_cooc_contrast_ch_3":18.15178,"inten_cooc_contrast_ch_4":13.27393,"inten_cooc_entropy_ch_3":7.88778,"inten_cooc_entropy_ch_4":6.45797,"inten_cooc_max_ch_3":0.0251,"inten_cooc_max_ch_4":0.21328,"kurt_inten_ch_1":-0.18106,"kurt_inten_ch_3":-0.56522,"kurt_inten_ch_4":1.6097,"length_ch_1":73.86872,"neighbor_avg_dist_ch_1":219.11529,"neighbor_min_dist_ch_1":46.01452,"neighbor_var_dist_ch_1":84.81647,"perim_ch_1":299.28087,"shape_bfr_ch_1":0.25005,"shape_lwr_ch_1":1.61904,"shape_p_2_a_ch_1":7.90465,"skew_inten_ch_1":0.60245,"skew_inten_ch_3":0.32771,"skew_inten_ch_4":1.33962,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":28,"total_inten_ch_1":23656,"total_inten_ch_2":2624,"total_inten_ch_3":50872,"total_inten_ch_4":25215,"var_inten_ch_1":20.84431,"var_inten_ch_3":37.97904,"var_inten_ch_4":35.31383,"width_ch_1":45.625}
{"case":"Train","class":"PS","angle_ch_1":102.33781,"area_ch_1":284,"avg_inten_ch_1":32.94096,"avg_inten_ch_2":3.61255,"avg_inten_ch_3":71.46125,"avg_inten_ch_4":24.8155,"convex_hull_area_ratio_ch_1":1.22779,"convex_hull_perim_ratio_ch_1":0.92198,"diff_inten_density_ch_1":41.57495,"diff_inten_density_ch_3":52.53593,"diff_inten_density_ch_4":20.09651,"entropy_inten_ch_1":5.96453,"entropy_inten_ch_3":6.76314,"entropy_inten_ch_4":5.1455,"eq_circ_diam_ch_1":19.01774,"eq_ellipse_lwr_ch_1":3.87796,"eq_ellipse_oblate_vol_ch_1":718.5835,"eq_ellipse_prolate_vol_ch_1":185.29928,"eq_sphere_area_ch_1":1136.23356,"eq_sphere_vol_ch_1":3601.43211,"fiber_align_2_ch_3":1.80642,"fiber_align_2_ch_4":1.21826,"fiber_length_ch_1":40.67624,"fiber_width_ch_1":7.32484,"inten_cooc_asm_ch_3":0.00669,"inten_cooc_asm_ch_4":0.04347,"inten_cooc_contrast_ch_3":22.85518,"inten_cooc_contrast_ch_4":6.48712,"inten_cooc_entropy_ch_3":7.50104,"inten_cooc_entropy_ch_4":6.15208,"inten_cooc_max_ch_3":0.02756,"inten_cooc_max_ch_4":0.22047,"kurt_inten_ch_1":-0.4705,"kurt_inten_ch_3":0.26725,"kurt_inten_ch_4":-0.91431,"length_ch_1":39.53759,"neighbor_avg_dist_ch_1":273.08365,"neighbor_min_dist_ch_1":32.58546,"neighbor_var_dist_ch_1":119.75576,"perim_ch_1":96.00216,"shape_bfr_ch_1":0.58342,"shape_lwr_ch_1":3.21068,"shape_p_2_a_ch_1":2.46156,"skew_inten_ch_1":0.37187,"skew_inten_ch_3":0.96939,"skew_inten_ch_4":0.6215,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8927,"total_inten_ch_2":709,"total_inten_ch_3":19366,"total_inten_ch_4":6725,"var_inten_ch_1":19.79573,"var_inten_ch_3":46.57428,"var_inten_ch_4":25.12073,"width_ch_1":12.31438}
{"case":"Test","class":"PS","angle_ch_1":134.20901,"area_ch_1":327,"avg_inten_ch_1":70.64744,"avg_inten_ch_2":299.69231,"avg_inten_ch_3":121.16026,"avg_inten_ch_4":339.54167,"convex_hull_area_ratio_ch_1":1.33131,"convex_hull_perim_ratio_ch_1":0.87162,"diff_inten_density_ch_1":59.16667,"diff_inten_density_ch_3":91.41135,"diff_inten_density_ch_4":201.91135,"entropy_inten_ch_1":6.70852,"entropy_inten_ch_3":6.90581,"entropy_inten_ch_4":6.46707,"eq_circ_diam_ch_1":20.4057,"eq_ellipse_lwr_ch_1":2.27957,"eq_ellipse_oblate_vol_ch_1":680.58186,"eq_ellipse_prolate_vol_ch_1":298.55649,"eq_sphere_area_ch_1":1308.13605,"eq_sphere_vol_ch_1":4448.90556,"fiber_align_2_ch_3":1.73481,"fiber_align_2_ch_4":1.67562,"fiber_length_ch_1":42.37008,"fiber_width_ch_1":8.13907,"inten_cooc_asm_ch_3":0.01161,"inten_cooc_asm_ch_4":0.05168,"inten_cooc_contrast_ch_3":10.84017,"inten_cooc_contrast_ch_4":6.74489,"inten_cooc_entropy_ch_3":7.17832,"inten_cooc_entropy_ch_4":6.12965,"inten_cooc_max_ch_3":0.07143,"inten_cooc_max_ch_4":0.21831,"kurt_inten_ch_1":0.37898,"kurt_inten_ch_3":1.64988,"kurt_inten_ch_4":-0.00243,"length_ch_1":35.59973,"neighbor_avg_dist_ch_1":286.28716,"neighbor_min_dist_ch_1":46.79381,"neighbor_var_dist_ch_1":132.41751,"perim_ch_1":101.01831,"shape_bfr_ch_1":0.5096,"shape_lwr_ch_1":1.97481,"shape_p_2_a_ch_1":2.3548,"skew_inten_ch_1":0.53093,"skew_inten_ch_3":1.17777,"skew_inten_ch_4":0.63214,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":22042,"total_inten_ch_2":93193,"total_inten_ch_3":37802,"total_inten_ch_4":105937,"var_inten_ch_1":36.38387,"var_inten_ch_3":100.71316,"var_inten_ch_4":301.4618,"width_ch_1":18.02688}
{"case":"Test","class":"PS","angle_ch_1":124.15946,"area_ch_1":333,"avg_inten_ch_1":147.73585,"avg_inten_ch_2":548.22956,"avg_inten_ch_3":134.35849,"avg_inten_ch_4":715.62264,"convex_hull_area_ratio_ch_1":1.09848,"convex_hull_perim_ratio_ch_1":0.95526,"diff_inten_density_ch_1":66.02876,"diff_inten_density_ch_3":80.70897,"diff_inten_density_ch_4":380.03553,"entropy_inten_ch_1":7.10255,"entropy_inten_ch_3":7.10031,"entropy_inten_ch_4":7.97243,"eq_circ_diam_ch_1":20.60098,"eq_ellipse_lwr_ch_1":1.92062,"eq_ellipse_oblate_vol_ch_1":642.81016,"eq_ellipse_prolate_vol_ch_1":334.68922,"eq_sphere_area_ch_1":1333.29252,"eq_sphere_vol_ch_1":4577.8544,"fiber_align_2_ch_3":1.55171,"fiber_align_2_ch_4":1.46663,"fiber_length_ch_1":25.086,"fiber_width_ch_1":13.78862,"inten_cooc_asm_ch_3":0.0157,"inten_cooc_asm_ch_4":0.00744,"inten_cooc_contrast_ch_3":9.95415,"inten_cooc_contrast_ch_4":10.67313,"inten_cooc_entropy_ch_3":7.08243,"inten_cooc_entropy_ch_4":7.40982,"inten_cooc_max_ch_3":0.10204,"inten_cooc_max_ch_4":0.03061,"kurt_inten_ch_1":0.18401,"kurt_inten_ch_3":-0.44213,"kurt_inten_ch_4":0.28603,"length_ch_1":28.4107,"neighbor_avg_dist_ch_1":287.16184,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":107.34251,"perim_ch_1":77.74925,"shape_bfr_ch_1":0.66626,"shape_lwr_ch_1":1.6134,"shape_p_2_a_ch_1":1.39068,"skew_inten_ch_1":-0.41019,"skew_inten_ch_3":0.58708,"skew_inten_ch_4":0.67876,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":46980,"total_inten_ch_2":174020,"total_inten_ch_3":42726,"total_inten_ch_4":227568,"var_inten_ch_1":53.3594,"var_inten_ch_3":101.58986,"var_inten_ch_4":458.43364,"width_ch_1":17.60919}
{"case":"Train","class":"WS","angle_ch_1":44.73427,"area_ch_1":512,"avg_inten_ch_1":537.83231,"avg_inten_ch_2":417.32106,"avg_inten_ch_3":240.65031,"avg_inten_ch_4":215.88753,"convex_hull_area_ratio_ch_1":1.29447,"convex_hull_perim_ratio_ch_1":0.80159,"diff_inten_density_ch_1":201.20485,"diff_inten_density_ch_3":202.8348,"diff_inten_density_ch_4":119.77974,"entropy_inten_ch_1":8.53325,"entropy_inten_ch_3":4.06754,"entropy_inten_ch_4":7.34976,"eq_circ_diam_ch_1":25.54634,"eq_ellipse_lwr_ch_1":1.36137,"eq_ellipse_oblate_vol_ch_1":1031.98202,"eq_ellipse_prolate_vol_ch_1":758.04946,"eq_sphere_area_ch_1":2050.2517,"eq_sphere_vol_ch_1":8729.40382,"fiber_align_2_ch_3":1.24391,"fiber_align_2_ch_4":1.01066,"fiber_length_ch_1":51.08983,"fiber_width_ch_1":10.38136,"inten_cooc_asm_ch_3":0.29033,"inten_cooc_asm_ch_4":0.02368,"inten_cooc_contrast_ch_3":1.17683,"inten_cooc_contrast_ch_4":7.08008,"inten_cooc_entropy_ch_3":3.51854,"inten_cooc_entropy_ch_4":6.80065,"inten_cooc_max_ch_3":0.53863,"inten_cooc_max_ch_4":0.13407,"kurt_inten_ch_1":-0.52807,"kurt_inten_ch_3":9.01021,"kurt_inten_ch_4":-0.85733,"length_ch_1":34.75559,"neighbor_avg_dist_ch_1":321.97054,"neighbor_min_dist_ch_1":28.83074,"neighbor_var_dist_ch_1":120.43363,"perim_ch_1":122.94239,"shape_bfr_ch_1":0.5087,"shape_lwr_ch_1":1.19884,"shape_p_2_a_ch_1":2.26779,"skew_inten_ch_1":0.43243,"skew_inten_ch_3":2.93217,"skew_inten_ch_4":0.31747,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":263000,"total_inten_ch_2":203582,"total_inten_ch_3":117678,"total_inten_ch_4":105569,"var_inten_ch_1":285.58482,"var_inten_ch_3":530.63823,"var_inten_ch_4":165.86452,"width_ch_1":28.99097}
{"case":"Train","class":"WS","angle_ch_1":94.21196,"area_ch_1":349,"avg_inten_ch_1":51.73574,"avg_inten_ch_2":166.56156,"avg_inten_ch_3":22.74174,"avg_inten_ch_4":11.46246,"convex_hull_area_ratio_ch_1":1.19281,"convex_hull_perim_ratio_ch_1":0.88318,"diff_inten_density_ch_1":59.35585,"diff_inten_density_ch_3":19.62273,"diff_inten_density_ch_4":12.10708,"entropy_inten_ch_1":6.5667,"entropy_inten_ch_3":3.64412,"entropy_inten_ch_4":4.01351,"eq_circ_diam_ch_1":21.08125,"eq_ellipse_lwr_ch_1":2.09882,"eq_ellipse_oblate_vol_ch_1":720.07184,"eq_ellipse_prolate_vol_ch_1":343.08361,"eq_sphere_area_ch_1":1396.18367,"eq_sphere_vol_ch_1":4905.54932,"fiber_align_2_ch_3":1.454,"fiber_align_2_ch_4":1.34617,"fiber_length_ch_1":41.4794,"fiber_width_ch_1":8.78134,"inten_cooc_asm_ch_3":0.29054,"inten_cooc_asm_ch_4":0.13133,"inten_cooc_contrast_ch_3":1.7919,"inten_cooc_contrast_ch_4":7.31409,"inten_cooc_entropy_ch_3":3.59762,"inten_cooc_entropy_ch_4":5.20745,"inten_cooc_max_ch_3":0.53559,"inten_cooc_max_ch_4":0.35593,"kurt_inten_ch_1":-0.27514,"kurt_inten_ch_3":0.87953,"kurt_inten_ch_4":-0.85562,"length_ch_1":36.83279,"neighbor_avg_dist_ch_1":275.09733,"neighbor_min_dist_ch_1":20.73056,"neighbor_var_dist_ch_1":107.27945,"perim_ch_1":100.52147,"shape_bfr_ch_1":0.55947,"shape_lwr_ch_1":2.17453,"shape_p_2_a_ch_1":2.20756,"skew_inten_ch_1":0.48745,"skew_inten_ch_3":1.42085,"skew_inten_ch_4":0.69316,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":17228,"total_inten_ch_2":55133,"total_inten_ch_3":7573,"total_inten_ch_4":3817,"var_inten_ch_1":30.83876,"var_inten_ch_3":34.63927,"var_inten_ch_4":12.67742,"width_ch_1":16.93827}
{"case":"Train","class":"PS","angle_ch_1":161.39016,"area_ch_1":207,"avg_inten_ch_1":117.13131,"avg_inten_ch_2":369.55556,"avg_inten_ch_3":84.63636,"avg_inten_ch_4":367.31313,"convex_hull_area_ratio_ch_1":1.09113,"convex_hull_perim_ratio_ch_1":0.94426,"diff_inten_density_ch_1":63.89385,"diff_inten_density_ch_3":61.59218,"diff_inten_density_ch_4":189.93296,"entropy_inten_ch_1":6.86148,"entropy_inten_ch_3":6.14518,"entropy_inten_ch_4":7.32067,"eq_circ_diam_ch_1":16.25574,"eq_ellipse_lwr_ch_1":1.91634,"eq_ellipse_oblate_vol_ch_1":315.4685,"eq_ellipse_prolate_vol_ch_1":164.62003,"eq_sphere_area_ch_1":830.16327,"eq_sphere_vol_ch_1":2249.15342,"fiber_align_2_ch_3":1.21156,"fiber_align_2_ch_4":1.36963,"fiber_length_ch_1":23.17884,"fiber_width_ch_1":9.42872,"inten_cooc_asm_ch_3":0.01506,"inten_cooc_asm_ch_4":0.00942,"inten_cooc_contrast_ch_3":11.58891,"inten_cooc_contrast_ch_4":9.01317,"inten_cooc_entropy_ch_3":6.70873,"inten_cooc_entropy_ch_4":7.02464,"inten_cooc_max_ch_3":0.07692,"inten_cooc_max_ch_4":0.03846,"kurt_inten_ch_1":0.04105,"kurt_inten_ch_3":3.24746,"kurt_inten_ch_4":-0.73859,"length_ch_1":23.95988,"neighbor_avg_dist_ch_1":249.7178,"neighbor_min_dist_ch_1":31.98483,"neighbor_var_dist_ch_1":119.31728,"perim_ch_1":65.21512,"shape_bfr_ch_1":0.59435,"shape_lwr_ch_1":1.64402,"shape_p_2_a_ch_1":1.5486,"skew_inten_ch_1":0.8049,"skew_inten_ch_3":1.99714,"skew_inten_ch_4":0.65629,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":23192,"total_inten_ch_2":72975,"total_inten_ch_3":16758,"total_inten_ch_4":72728,"var_inten_ch_1":69.96863,"var_inten_ch_3":117.16663,"var_inten_ch_4":272.81979,"width_ch_1":14.57394}
{"case":"Train","class":"PS","angle_ch_1":65.52373,"area_ch_1":437,"avg_inten_ch_1":134.86331,"avg_inten_ch_2":367.72422,"avg_inten_ch_3":136.40288,"avg_inten_ch_4":479.38369,"convex_hull_area_ratio_ch_1":1.16378,"convex_hull_perim_ratio_ch_1":0.90014,"diff_inten_density_ch_1":69.9729,"diff_inten_density_ch_3":98.27484,"diff_inten_density_ch_4":310.82452,"entropy_inten_ch_1":7.51188,"entropy_inten_ch_3":7.34737,"entropy_inten_ch_4":5.15996,"eq_circ_diam_ch_1":23.59078,"eq_ellipse_lwr_ch_1":1.45801,"eq_ellipse_oblate_vol_ch_1":841.02038,"eq_ellipse_prolate_vol_ch_1":576.82589,"eq_sphere_area_ch_1":1748.37415,"eq_sphere_vol_ch_1":6874.25089,"fiber_align_2_ch_3":1.70198,"fiber_align_2_ch_4":1.13026,"fiber_length_ch_1":38.79729,"fiber_width_ch_1":11.71186,"inten_cooc_asm_ch_3":0.01028,"inten_cooc_asm_ch_4":0.14557,"inten_cooc_contrast_ch_3":12.41006,"inten_cooc_contrast_ch_4":1.79218,"inten_cooc_entropy_ch_3":7.31072,"inten_cooc_entropy_ch_4":4.68595,"inten_cooc_max_ch_3":0.0665,"inten_cooc_max_ch_4":0.3734,"kurt_inten_ch_1":-0.81252,"kurt_inten_ch_3":1.305,"kurt_inten_ch_4":0.29726,"length_ch_1":34.9913,"neighbor_avg_dist_ch_1":225.83571,"neighbor_min_dist_ch_1":45.70596,"neighbor_var_dist_ch_1":90.5196,"perim_ch_1":101.01831,"shape_bfr_ch_1":0.51724,"shape_lwr_ch_1":1.44889,"shape_p_2_a_ch_1":1.78715,"skew_inten_ch_1":0.24782,"skew_inten_ch_3":1.20767,"skew_inten_ch_4":1.19327,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":56238,"total_inten_ch_2":152925,"total_inten_ch_3":56880,"total_inten_ch_4":199903,"var_inten_ch_1":75.05661,"var_inten_ch_3":116.96395,"var_inten_ch_4":652.82811,"width_ch_1":24.15041}
{"case":"Test","class":"PS","angle_ch_1":30.11827,"area_ch_1":176,"avg_inten_ch_1":28.95833,"avg_inten_ch_2":115.10714,"avg_inten_ch_3":31.16071,"avg_inten_ch_4":23.5,"convex_hull_area_ratio_ch_1":1.13566,"convex_hull_perim_ratio_ch_1":0.90145,"diff_inten_density_ch_1":45.32,"diff_inten_density_ch_3":39.74667,"diff_inten_density_ch_4":31.20667,"entropy_inten_ch_1":5.66138,"entropy_inten_ch_3":4.42969,"entropy_inten_ch_4":3.37049,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":1.58101,"eq_ellipse_oblate_vol_ch_1":223.95082,"eq_ellipse_prolate_vol_ch_1":141.65056,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.82732,"fiber_align_2_ch_4":1.77657,"fiber_length_ch_1":21.21739,"fiber_width_ch_1":8.83065,"inten_cooc_asm_ch_3":0.10129,"inten_cooc_asm_ch_4":0.24383,"inten_cooc_contrast_ch_3":7.74333,"inten_cooc_contrast_ch_4":3.02333,"inten_cooc_entropy_ch_3":5.26258,"inten_cooc_entropy_ch_4":3.80484,"inten_cooc_max_ch_3":0.30667,"inten_cooc_max_ch_4":0.49333,"kurt_inten_ch_1":-0.48771,"kurt_inten_ch_3":2.53738,"kurt_inten_ch_4":6.02956,"length_ch_1":20.05043,"neighbor_avg_dist_ch_1":314.14139,"neighbor_min_dist_ch_1":18.22841,"neighbor_var_dist_ch_1":154.44534,"perim_ch_1":60.09607,"shape_bfr_ch_1":0.62371,"shape_lwr_ch_1":1.42391,"shape_p_2_a_ch_1":1.53389,"skew_inten_ch_1":0.60857,"skew_inten_ch_3":1.50526,"skew_inten_ch_4":2.37138,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":4865,"total_inten_ch_2":19171,"total_inten_ch_3":5235,"total_inten_ch_4":3948,"var_inten_ch_1":23.04456,"var_inten_ch_3":38.81079,"var_inten_ch_4":42.64024,"width_ch_1":14.08129}
{"case":"Test","class":"PS","angle_ch_1":140.3241,"area_ch_1":176,"avg_inten_ch_1":197.67857,"avg_inten_ch_2":736.04167,"avg_inten_ch_3":171.05357,"avg_inten_ch_4":535.27976,"convex_hull_area_ratio_ch_1":1.04202,"convex_hull_perim_ratio_ch_1":0.96985,"diff_inten_density_ch_1":101.13158,"diff_inten_density_ch_3":136.56579,"diff_inten_density_ch_4":383.07237,"entropy_inten_ch_1":6.96217,"entropy_inten_ch_3":5.73121,"entropy_inten_ch_4":6.76073,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":1.16346,"eq_ellipse_oblate_vol_ch_1":192.11524,"eq_ellipse_prolate_vol_ch_1":165.1236,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.34145,"fiber_align_2_ch_4":1.44455,"fiber_length_ch_1":13.23235,"fiber_width_ch_1":13.23235,"inten_cooc_asm_ch_3":0.07024,"inten_cooc_asm_ch_4":0.01224,"inten_cooc_contrast_ch_3":4.91118,"inten_cooc_contrast_ch_4":11.89145,"inten_cooc_entropy_ch_3":5.63907,"inten_cooc_entropy_ch_4":6.89668,"inten_cooc_max_ch_3":0.25658,"inten_cooc_max_ch_4":0.06579,"kurt_inten_ch_1":-0.31428,"kurt_inten_ch_3":-0.17282,"kurt_inten_ch_4":-1.20268,"length_ch_1":16.52977,"neighbor_avg_dist_ch_1":337.54967,"neighbor_min_dist_ch_1":36.70039,"neighbor_var_dist_ch_1":145.45357,"perim_ch_1":52.9294,"shape_bfr_ch_1":0.71241,"shape_lwr_ch_1":1.10539,"shape_p_2_a_ch_1":1.19153,"skew_inten_ch_1":0.35864,"skew_inten_ch_3":0.92735,"skew_inten_ch_4":0.22506,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":33210,"total_inten_ch_2":123488,"total_inten_ch_3":28737,"total_inten_ch_4":89927,"var_inten_ch_1":94.75635,"var_inten_ch_3":184.96439,"var_inten_ch_4":408.43224,"width_ch_1":14.95378}
{"case":"Train","class":"PS","angle_ch_1":96.37666,"area_ch_1":310,"avg_inten_ch_1":42.875,"avg_inten_ch_2":4.06081,"avg_inten_ch_3":100.1723,"avg_inten_ch_4":6.19932,"convex_hull_area_ratio_ch_1":1.47087,"convex_hull_perim_ratio_ch_1":0.87652,"diff_inten_density_ch_1":43.56391,"diff_inten_density_ch_3":66.5,"diff_inten_density_ch_4":10.48872,"entropy_inten_ch_1":6.33928,"entropy_inten_ch_3":7.00355,"entropy_inten_ch_4":2.98307,"eq_circ_diam_ch_1":19.87559,"eq_ellipse_lwr_ch_1":3.25422,"eq_ellipse_oblate_vol_ch_1":751.42009,"eq_ellipse_prolate_vol_ch_1":230.90611,"eq_sphere_area_ch_1":1241.05215,"eq_sphere_vol_ch_1":4111.10778,"fiber_align_2_ch_3":1.24635,"fiber_align_2_ch_4":1.82083,"fiber_length_ch_1":45.84288,"fiber_width_ch_1":7.06521,"inten_cooc_asm_ch_3":0.00746,"inten_cooc_asm_ch_4":0.21315,"inten_cooc_contrast_ch_3":15.55158,"inten_cooc_contrast_ch_4":5.25898,"inten_cooc_entropy_ch_3":7.44517,"inten_cooc_entropy_ch_4":4.11023,"inten_cooc_max_ch_3":0.03089,"inten_cooc_max_ch_4":0.45421,"kurt_inten_ch_1":1.50167,"kurt_inten_ch_3":3.61442,"kurt_inten_ch_4":3.37934,"length_ch_1":37.53878,"neighbor_avg_dist_ch_1":293.60732,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":145.74624,"perim_ch_1":105.81618,"shape_bfr_ch_1":0.5077,"shape_lwr_ch_1":2.30588,"shape_p_2_a_ch_1":2.75103,"skew_inten_ch_1":1.19982,"skew_inten_ch_3":1.5712,"skew_inten_ch_4":1.93333,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":12691,"total_inten_ch_2":907,"total_inten_ch_3":29651,"total_inten_ch_4":1835,"var_inten_ch_1":29.4614,"var_inten_ch_3":74.02365,"var_inten_ch_4":10.50502,"width_ch_1":16.27961}
{"case":"Test","class":"PS","angle_ch_1":129.83632,"area_ch_1":379,"avg_inten_ch_1":153.28453,"avg_inten_ch_2":172.17127,"avg_inten_ch_3":1.82597,"avg_inten_ch_4":14.30939,"convex_hull_area_ratio_ch_1":1.07018,"convex_hull_perim_ratio_ch_1":0.95509,"diff_inten_density_ch_1":78.26765,"diff_inten_density_ch_3":5.94118,"diff_inten_density_ch_4":17.61471,"entropy_inten_ch_1":7.49407,"entropy_inten_ch_3":2.04292,"entropy_inten_ch_4":2.92762,"eq_circ_diam_ch_1":21.98004,"eq_ellipse_lwr_ch_1":1.30107,"eq_ellipse_oblate_vol_ch_1":642.59093,"eq_ellipse_prolate_vol_ch_1":493.89453,"eq_sphere_area_ch_1":1517.77324,"eq_sphere_vol_ch_1":5560.11983,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.50859,"fiber_length_ch_1":23.23767,"fiber_width_ch_1":16.71221,"inten_cooc_asm_ch_3":0.27798,"inten_cooc_asm_ch_4":0.39101,"inten_cooc_contrast_ch_3":4.94964,"inten_cooc_contrast_ch_4":1.82989,"inten_cooc_entropy_ch_3":3.31055,"inten_cooc_entropy_ch_4":3.01117,"inten_cooc_max_ch_3":0.52212,"inten_cooc_max_ch_4":0.63127,"kurt_inten_ch_1":0.55042,"kurt_inten_ch_3":6.67794,"kurt_inten_ch_4":2.87872,"length_ch_1":28.9705,"neighbor_avg_dist_ch_1":274.81983,"neighbor_min_dist_ch_1":16.18785,"neighbor_var_dist_ch_1":122.51023,"perim_ch_1":79.89976,"shape_bfr_ch_1":0.58429,"shape_lwr_ch_1":1.29239,"shape_p_2_a_ch_1":1.30813,"skew_inten_ch_1":0.68442,"skew_inten_ch_3":2.33774,"skew_inten_ch_4":1.94043,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":10,"total_inten_ch_1":55489,"total_inten_ch_2":61965,"total_inten_ch_3":661,"total_inten_ch_4":5180,"var_inten_ch_1":72.90476,"var_inten_ch_3":3.38914,"var_inten_ch_4":26.71382,"width_ch_1":22.4163}
{"case":"Test","class":"WS","angle_ch_1":69.43086,"area_ch_1":887,"avg_inten_ch_1":35.01181,"avg_inten_ch_2":63.74616,"avg_inten_ch_3":24.15584,"avg_inten_ch_4":89.79575,"convex_hull_area_ratio_ch_1":2.02737,"convex_hull_perim_ratio_ch_1":0.74432,"diff_inten_density_ch_1":42.3303,"diff_inten_density_ch_3":23.30889,"diff_inten_density_ch_4":59.79559,"entropy_inten_ch_1":6.35825,"entropy_inten_ch_3":5.57507,"entropy_inten_ch_4":6.81403,"eq_circ_diam_ch_1":33.62141,"eq_ellipse_lwr_ch_1":2.40964,"eq_ellipse_oblate_vol_ch_1":3129.84508,"eq_ellipse_prolate_vol_ch_1":1298.88437,"eq_sphere_area_ch_1":3551.25397,"eq_sphere_vol_ch_1":19899.6946,"fiber_align_2_ch_3":1.7136,"fiber_align_2_ch_4":1.48289,"fiber_length_ch_1":114.82795,"fiber_width_ch_1":8.17213,"inten_cooc_asm_ch_3":0.02245,"inten_cooc_asm_ch_4":0.03365,"inten_cooc_contrast_ch_3":14.24703,"inten_cooc_contrast_ch_4":9.02998,"inten_cooc_entropy_ch_3":7.10944,"inten_cooc_entropy_ch_4":6.76621,"inten_cooc_max_ch_3":0.13333,"inten_cooc_max_ch_4":0.16993,"kurt_inten_ch_1":0.39328,"kurt_inten_ch_3":6.99063,"kurt_inten_ch_4":-0.49601,"length_ch_1":75.25043,"neighbor_avg_dist_ch_1":342.4592,"neighbor_min_dist_ch_1":28.68494,"neighbor_var_dist_ch_1":128.24674,"perim_ch_1":246.00015,"shape_bfr_ch_1":0.28784,"shape_lwr_ch_1":1.83591,"shape_p_2_a_ch_1":5.13187,"skew_inten_ch_1":0.84953,"skew_inten_ch_3":2.25802,"skew_inten_ch_4":0.57031,"spot_fiber_count_ch_3":8,"spot_fiber_count_ch_4":15,"total_inten_ch_1":29655,"total_inten_ch_2":53147,"total_inten_ch_3":20460,"total_inten_ch_4":76057,"var_inten_ch_1":25.99432,"var_inten_ch_3":27.39331,"var_inten_ch_4":75.06425,"width_ch_1":40.98811}
{"case":"Test","class":"PS","angle_ch_1":161.00032,"area_ch_1":292,"avg_inten_ch_1":18.63441,"avg_inten_ch_2":12.55197,"avg_inten_ch_3":18.09319,"avg_inten_ch_4":14.84946,"convex_hull_area_ratio_ch_1":1.14115,"convex_hull_perim_ratio_ch_1":0.8443,"diff_inten_density_ch_1":33.56189,"diff_inten_density_ch_3":22.39489,"diff_inten_density_ch_4":18.40275,"entropy_inten_ch_1":5.33906,"entropy_inten_ch_3":5.25178,"entropy_inten_ch_4":5.00429,"eq_circ_diam_ch_1":19.2964,"eq_ellipse_lwr_ch_1":1.13224,"eq_ellipse_oblate_vol_ch_1":405.59994,"eq_ellipse_prolate_vol_ch_1":358.2266,"eq_sphere_area_ch_1":1169.77551,"eq_sphere_vol_ch_1":3762.07631,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":31.36876,"fiber_width_ch_1":9.76552,"inten_cooc_asm_ch_3":0.00699,"inten_cooc_asm_ch_4":0.00676,"inten_cooc_contrast_ch_3":27.51471,"inten_cooc_contrast_ch_4":37.56782,"inten_cooc_entropy_ch_3":7.5374,"inten_cooc_entropy_ch_4":7.62765,"inten_cooc_max_ch_3":0.02778,"inten_cooc_max_ch_4":0.03502,"kurt_inten_ch_1":-0.11005,"kurt_inten_ch_3":-0.70477,"kurt_inten_ch_4":-0.14288,"length_ch_1":23.66183,"neighbor_avg_dist_ch_1":236.90287,"neighbor_min_dist_ch_1":18.54198,"neighbor_var_dist_ch_1":112.07973,"perim_ch_1":82.26856,"shape_bfr_ch_1":0.6463,"shape_lwr_ch_1":1.23734,"shape_p_2_a_ch_1":1.75818,"skew_inten_ch_1":0.6871,"skew_inten_ch_3":0.377,"skew_inten_ch_4":0.60148,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5199,"total_inten_ch_2":3224,"total_inten_ch_3":5048,"total_inten_ch_4":4143,"var_inten_ch_1":14.9904,"var_inten_ch_3":13.76057,"var_inten_ch_4":11.0518,"width_ch_1":19.12307}
{"case":"Test","class":"WS","angle_ch_1":31.67686,"area_ch_1":199,"avg_inten_ch_1":108.46842,"avg_inten_ch_2":268.88421,"avg_inten_ch_3":33.53684,"avg_inten_ch_4":35.59474,"convex_hull_area_ratio_ch_1":1.03797,"convex_hull_perim_ratio_ch_1":0.97145,"diff_inten_density_ch_1":64.86207,"diff_inten_density_ch_3":30.67816,"diff_inten_density_ch_4":37.77586,"entropy_inten_ch_1":6.80328,"entropy_inten_ch_3":3.16731,"entropy_inten_ch_4":3.59136,"eq_circ_diam_ch_1":15.92396,"eq_ellipse_lwr_ch_1":1.60424,"eq_ellipse_oblate_vol_ch_1":271.32275,"eq_ellipse_prolate_vol_ch_1":169.12885,"eq_sphere_area_ch_1":796.62132,"eq_sphere_vol_ch_1":2114.2274,"fiber_align_2_ch_3":1.55865,"fiber_align_2_ch_4":1.52784,"fiber_length_ch_1":14.13195,"fiber_width_ch_1":14.13195,"inten_cooc_asm_ch_3":0.35558,"inten_cooc_asm_ch_4":0.28234,"inten_cooc_contrast_ch_3":1.3724,"inten_cooc_contrast_ch_4":3.16221,"inten_cooc_entropy_ch_3":3.10877,"inten_cooc_entropy_ch_4":3.67423,"inten_cooc_max_ch_3":0.6,"inten_cooc_max_ch_4":0.53143,"kurt_inten_ch_1":-0.36101,"kurt_inten_ch_3":1.59031,"kurt_inten_ch_4":2.23761,"length_ch_1":21.26343,"neighbor_avg_dist_ch_1":225.32831,"neighbor_min_dist_ch_1":25.099,"neighbor_var_dist_ch_1":110.34237,"perim_ch_1":56.5278,"shape_bfr_ch_1":0.66477,"shape_lwr_ch_1":1.5092,"shape_p_2_a_ch_1":1.22831,"skew_inten_ch_1":0.31947,"skew_inten_ch_3":1.64259,"skew_inten_ch_4":1.69855,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":20609,"total_inten_ch_2":50899,"total_inten_ch_3":6372,"total_inten_ch_4":6763,"var_inten_ch_1":59.6177,"var_inten_ch_3":57.34298,"var_inten_ch_4":55.90489,"width_ch_1":14.08917}
{"case":"Test","class":"PS","angle_ch_1":174.38823,"area_ch_1":166,"avg_inten_ch_1":83.40881,"avg_inten_ch_2":43.03774,"avg_inten_ch_3":199.01258,"avg_inten_ch_4":28.08176,"convex_hull_area_ratio_ch_1":1.15396,"convex_hull_perim_ratio_ch_1":0.92667,"diff_inten_density_ch_1":81.82686,"diff_inten_density_ch_3":170.5477,"diff_inten_density_ch_4":21.84099,"entropy_inten_ch_1":6.5705,"entropy_inten_ch_3":6.88355,"entropy_inten_ch_4":4.38072,"eq_circ_diam_ch_1":14.56709,"eq_ellipse_lwr_ch_1":1.97645,"eq_ellipse_oblate_vol_ch_1":230.54746,"eq_ellipse_prolate_vol_ch_1":116.64715,"eq_sphere_area_ch_1":666.64626,"eq_sphere_vol_ch_1":1618.51595,"fiber_align_2_ch_3":1.83198,"fiber_align_2_ch_4":1.36875,"fiber_length_ch_1":22.85209,"fiber_width_ch_1":7.67147,"inten_cooc_asm_ch_3":0.00936,"inten_cooc_asm_ch_4":0.1335,"inten_cooc_contrast_ch_3":18.58681,"inten_cooc_contrast_ch_4":4.39061,"inten_cooc_entropy_ch_3":7.06787,"inten_cooc_entropy_ch_4":4.77894,"inten_cooc_max_ch_3":0.03472,"inten_cooc_max_ch_4":0.38194,"kurt_inten_ch_1":0.92051,"kurt_inten_ch_3":0.88092,"kurt_inten_ch_4":1.1096,"length_ch_1":20.16008,"neighbor_avg_dist_ch_1":239.98373,"neighbor_min_dist_ch_1":25.77887,"neighbor_var_dist_ch_1":100.84877,"perim_ch_1":61.04712,"shape_bfr_ch_1":0.65992,"shape_lwr_ch_1":1.60931,"shape_p_2_a_ch_1":1.69166,"skew_inten_ch_1":1.06545,"skew_inten_ch_3":1.04843,"skew_inten_ch_4":1.40835,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":13262,"total_inten_ch_2":6685,"total_inten_ch_3":31643,"total_inten_ch_4":4465,"var_inten_ch_1":59.79138,"var_inten_ch_3":156.90806,"var_inten_ch_4":36.99532,"width_ch_1":12.52718}
{"case":"Test","class":"PS","angle_ch_1":160.71076,"area_ch_1":445,"avg_inten_ch_1":256.72471,"avg_inten_ch_2":206.80706,"avg_inten_ch_3":275.24941,"avg_inten_ch_4":242.03294,"convex_hull_area_ratio_ch_1":1.09721,"convex_hull_perim_ratio_ch_1":0.91721,"diff_inten_density_ch_1":127.19395,"diff_inten_density_ch_3":192.25693,"diff_inten_density_ch_4":129.85139,"entropy_inten_ch_1":7.96937,"entropy_inten_ch_3":5.73129,"entropy_inten_ch_4":7.12031,"eq_circ_diam_ch_1":23.81599,"eq_ellipse_lwr_ch_1":1.80682,"eq_ellipse_oblate_vol_ch_1":963.30128,"eq_ellipse_prolate_vol_ch_1":533.14796,"eq_sphere_area_ch_1":1781.9161,"eq_sphere_vol_ch_1":7073.01682,"fiber_align_2_ch_3":1.11121,"fiber_align_2_ch_4":1.43446,"fiber_length_ch_1":34.9287,"fiber_width_ch_1":13.19659,"inten_cooc_asm_ch_3":0.12716,"inten_cooc_asm_ch_4":0.02857,"inten_cooc_contrast_ch_3":2.8115,"inten_cooc_contrast_ch_4":5.90666,"inten_cooc_entropy_ch_3":5.05877,"inten_cooc_entropy_ch_4":6.54737,"inten_cooc_max_ch_3":0.35,"inten_cooc_max_ch_4":0.1625,"kurt_inten_ch_1":0.31527,"kurt_inten_ch_3":1.64737,"kurt_inten_ch_4":-0.98321,"length_ch_1":35.02945,"neighbor_avg_dist_ch_1":167.66521,"neighbor_min_dist_ch_1":23.96677,"neighbor_var_dist_ch_1":74.86897,"perim_ch_1":96.25058,"shape_bfr_ch_1":0.62224,"shape_lwr_ch_1":1.71395,"shape_p_2_a_ch_1":1.59937,"skew_inten_ch_1":0.5312,"skew_inten_ch_3":1.45602,"skew_inten_ch_4":0.3622,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":109108,"total_inten_ch_2":87469,"total_inten_ch_3":116981,"total_inten_ch_4":102864,"var_inten_ch_1":128.60684,"var_inten_ch_3":354.47538,"var_inten_ch_4":198.60397,"width_ch_1":20.43787}
{"case":"Train","class":"PS","angle_ch_1":78.16803,"area_ch_1":386,"avg_inten_ch_1":81.94038,"avg_inten_ch_2":215.02439,"avg_inten_ch_3":79.15176,"avg_inten_ch_4":93.07046,"convex_hull_area_ratio_ch_1":1.32347,"convex_hull_perim_ratio_ch_1":0.85914,"diff_inten_density_ch_1":77.47392,"diff_inten_density_ch_3":94.3532,"diff_inten_density_ch_4":63.66766,"entropy_inten_ch_1":7.06338,"entropy_inten_ch_3":4.33523,"entropy_inten_ch_4":6.75475,"eq_circ_diam_ch_1":22.19154,"eq_ellipse_lwr_ch_1":2.78162,"eq_ellipse_oblate_vol_ch_1":966.96335,"eq_ellipse_prolate_vol_ch_1":347.62595,"eq_sphere_area_ch_1":1547.12245,"eq_sphere_vol_ch_1":5722.17117,"fiber_align_2_ch_3":1.47662,"fiber_align_2_ch_4":1.73544,"fiber_length_ch_1":47.87761,"fiber_width_ch_1":8.51092,"inten_cooc_asm_ch_3":0.22387,"inten_cooc_asm_ch_4":0.01736,"inten_cooc_contrast_ch_3":3.66426,"inten_cooc_contrast_ch_4":10.22904,"inten_cooc_entropy_ch_3":4.24105,"inten_cooc_entropy_ch_4":7.05234,"inten_cooc_max_ch_3":0.47059,"inten_cooc_max_ch_4":0.11176,"kurt_inten_ch_1":9.3184,"kurt_inten_ch_3":14.71651,"kurt_inten_ch_4":-0.66999,"length_ch_1":40.1774,"neighbor_avg_dist_ch_1":172.02502,"neighbor_min_dist_ch_1":31.4061,"neighbor_var_dist_ch_1":78.52455,"perim_ch_1":112.77705,"shape_bfr_ch_1":0.5329,"shape_lwr_ch_1":2.22406,"shape_p_2_a_ch_1":2.48382,"skew_inten_ch_1":2.69538,"skew_inten_ch_3":3.58071,"skew_inten_ch_4":0.47074,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":30236,"total_inten_ch_2":78976,"total_inten_ch_3":29207,"total_inten_ch_4":34343,"var_inten_ch_1":78.9909,"var_inten_ch_3":167.82204,"var_inten_ch_4":73.36075,"width_ch_1":18.06492}
{"case":"Train","class":"PS","angle_ch_1":70.65562,"area_ch_1":338,"avg_inten_ch_1":58.39319,"avg_inten_ch_2":268.05263,"avg_inten_ch_3":97.40248,"avg_inten_ch_4":191.49536,"convex_hull_area_ratio_ch_1":1.32355,"convex_hull_perim_ratio_ch_1":0.85831,"diff_inten_density_ch_1":54.23761,"diff_inten_density_ch_3":61.07179,"diff_inten_density_ch_4":83.58462,"entropy_inten_ch_1":6.72,"entropy_inten_ch_3":6.99247,"entropy_inten_ch_4":7.22428,"eq_circ_diam_ch_1":20.7623,"eq_ellipse_lwr_ch_1":1.71588,"eq_ellipse_oblate_vol_ch_1":621.96894,"eq_ellipse_prolate_vol_ch_1":362.47827,"eq_sphere_area_ch_1":1354.25624,"eq_sphere_vol_ch_1":4686.24596,"fiber_align_2_ch_3":1.16361,"fiber_align_2_ch_4":1.25406,"fiber_length_ch_1":42.27185,"fiber_width_ch_1":8.44934,"inten_cooc_asm_ch_3":0.00863,"inten_cooc_asm_ch_4":0.01324,"inten_cooc_contrast_ch_3":11.5891,"inten_cooc_contrast_ch_4":4.67735,"inten_cooc_entropy_ch_3":7.27837,"inten_cooc_entropy_ch_4":6.83405,"inten_cooc_max_ch_3":0.04138,"inten_cooc_max_ch_4":0.07797,"kurt_inten_ch_1":-0.06393,"kurt_inten_ch_3":-0.39719,"kurt_inten_ch_4":-0.92857,"length_ch_1":33.33763,"neighbor_avg_dist_ch_1":292.85557,"neighbor_min_dist_ch_1":72.62556,"neighbor_var_dist_ch_1":124.15429,"perim_ch_1":101.44239,"shape_bfr_ch_1":0.49809,"shape_lwr_ch_1":1.63508,"shape_p_2_a_ch_1":2.29273,"skew_inten_ch_1":0.547,"skew_inten_ch_3":0.43778,"skew_inten_ch_4":0.28402,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":18861,"total_inten_ch_2":86259,"total_inten_ch_3":31461,"total_inten_ch_4":61853,"var_inten_ch_1":35.19442,"var_inten_ch_3":64.80382,"var_inten_ch_4":132.87862,"width_ch_1":20.38898}
{"case":"Train","class":"PS","angle_ch_1":179.56184,"area_ch_1":220,"avg_inten_ch_1":139.92857,"avg_inten_ch_2":8.62857,"avg_inten_ch_3":293.6381,"avg_inten_ch_4":2.55714,"convex_hull_area_ratio_ch_1":1.17367,"convex_hull_perim_ratio_ch_1":0.94901,"diff_inten_density_ch_1":153.47354,"diff_inten_density_ch_3":303.8078,"diff_inten_density_ch_4":6.98886,"entropy_inten_ch_1":7.09968,"entropy_inten_ch_3":6.98804,"entropy_inten_ch_4":2.87006,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":10.14329,"eq_ellipse_oblate_vol_ch_1":792.75666,"eq_ellipse_prolate_vol_ch_1":78.15578,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":50.6623,"fiber_width_ch_1":4.5569,"inten_cooc_asm_ch_3":0.01092,"inten_cooc_asm_ch_4":0.06402,"inten_cooc_contrast_ch_3":14.952,"inten_cooc_contrast_ch_4":13.87451,"inten_cooc_entropy_ch_3":6.85371,"inten_cooc_entropy_ch_4":5.27447,"inten_cooc_max_ch_3":0.04569,"inten_cooc_max_ch_4":0.2335,"kurt_inten_ch_1":-0.15196,"kurt_inten_ch_3":-0.39852,"kurt_inten_ch_4":0.71483,"length_ch_1":49.16491,"neighbor_avg_dist_ch_1":263.3888,"neighbor_min_dist_ch_1":52.48459,"neighbor_var_dist_ch_1":96.40022,"perim_ch_1":110.43839,"shape_bfr_ch_1":0.7003,"shape_lwr_ch_1":7.69017,"shape_p_2_a_ch_1":4.2041,"skew_inten_ch_1":1.08266,"skew_inten_ch_3":0.9642,"skew_inten_ch_4":1.25647,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":29385,"total_inten_ch_2":1603,"total_inten_ch_3":61664,"total_inten_ch_4":537,"var_inten_ch_1":133.6759,"var_inten_ch_3":300.65266,"var_inten_ch_4":3.20254,"width_ch_1":6.39322}
{"case":"Train","class":"WS","angle_ch_1":171.01567,"area_ch_1":161,"avg_inten_ch_1":150.42857,"avg_inten_ch_2":664.74675,"avg_inten_ch_3":29.57143,"avg_inten_ch_4":174.25974,"convex_hull_area_ratio_ch_1":1.07477,"convex_hull_perim_ratio_ch_1":0.96682,"diff_inten_density_ch_1":70.60432,"diff_inten_density_ch_3":35.46043,"diff_inten_density_ch_4":99.53957,"entropy_inten_ch_1":6.67085,"entropy_inten_ch_3":5.52307,"entropy_inten_ch_4":6.91442,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.99348,"eq_ellipse_oblate_vol_ch_1":220.70293,"eq_ellipse_prolate_vol_ch_1":110.71263,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.65572,"fiber_length_ch_1":16.80519,"fiber_width_ch_1":10.01083,"inten_cooc_asm_ch_3":0.01037,"inten_cooc_asm_ch_4":0.00894,"inten_cooc_contrast_ch_3":23.00464,"inten_cooc_contrast_ch_4":12.79176,"inten_cooc_entropy_ch_3":7.00065,"inten_cooc_entropy_ch_4":7.03897,"inten_cooc_max_ch_3":0.04895,"inten_cooc_max_ch_4":0.02222,"kurt_inten_ch_1":-0.29732,"kurt_inten_ch_3":1.16656,"kurt_inten_ch_4":0.10636,"length_ch_1":20.17302,"neighbor_avg_dist_ch_1":324.90724,"neighbor_min_dist_ch_1":28.83074,"neighbor_var_dist_ch_1":131.30682,"perim_ch_1":53.63203,"shape_bfr_ch_1":0.72272,"shape_lwr_ch_1":1.82202,"shape_p_2_a_ch_1":1.36058,"skew_inten_ch_1":-0.09284,"skew_inten_ch_3":1.18171,"skew_inten_ch_4":0.74135,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":23166,"total_inten_ch_2":102218,"total_inten_ch_3":4554,"total_inten_ch_4":26836,"var_inten_ch_1":61.75631,"var_inten_ch_3":28.29388,"var_inten_ch_4":105.39473,"width_ch_1":11.07178}
{"case":"Test","class":"PS","angle_ch_1":179.34548,"area_ch_1":389,"avg_inten_ch_1":31.31183,"avg_inten_ch_2":6.06452,"avg_inten_ch_3":17.88172,"avg_inten_ch_4":2.34409,"convex_hull_area_ratio_ch_1":1.05516,"convex_hull_perim_ratio_ch_1":0.88465,"diff_inten_density_ch_1":43.92285,"diff_inten_density_ch_3":30.24017,"diff_inten_density_ch_4":6.31587,"entropy_inten_ch_1":5.99168,"entropy_inten_ch_3":3.50632,"entropy_inten_ch_4":2.7644,"eq_circ_diam_ch_1":22.28157,"eq_ellipse_lwr_ch_1":2.35187,"eq_ellipse_oblate_vol_ch_1":899.99962,"eq_ellipse_prolate_vol_ch_1":382.67456,"eq_sphere_area_ch_1":1559.70068,"eq_sphere_vol_ch_1":5792.09539,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":36.94747,"fiber_width_ch_1":10.9294,"inten_cooc_asm_ch_3":0.24609,"inten_cooc_asm_ch_4":0.07559,"inten_cooc_contrast_ch_3":3.7099,"inten_cooc_contrast_ch_4":10.10691,"inten_cooc_entropy_ch_3":3.99807,"inten_cooc_entropy_ch_4":5.11626,"inten_cooc_max_ch_3":0.49288,"inten_cooc_max_ch_4":0.25,"kurt_inten_ch_1":7.00904,"kurt_inten_ch_3":48.71221,"kurt_inten_ch_4":5.05003,"length_ch_1":31.84128,"neighbor_avg_dist_ch_1":245.5394,"neighbor_min_dist_ch_1":56.34674,"neighbor_var_dist_ch_1":99.35712,"perim_ch_1":95.75374,"shape_bfr_ch_1":0.84409,"shape_lwr_ch_1":2.19477,"shape_p_2_a_ch_1":1.80683,"skew_inten_ch_1":1.73334,"skew_inten_ch_3":6.04697,"skew_inten_ch_4":1.92449,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":11648,"total_inten_ch_2":1885,"total_inten_ch_3":6652,"total_inten_ch_4":872,"var_inten_ch_1":25.52596,"var_inten_ch_3":47.45215,"var_inten_ch_4":3.18091,"width_ch_1":14.50783}
{"case":"Train","class":"PS","angle_ch_1":80.88973,"area_ch_1":179,"avg_inten_ch_1":52.24561,"avg_inten_ch_2":61.88889,"avg_inten_ch_3":67.2807,"avg_inten_ch_4":229.07602,"convex_hull_area_ratio_ch_1":1.0452,"convex_hull_perim_ratio_ch_1":0.9691,"diff_inten_density_ch_1":51.5974,"diff_inten_density_ch_3":56.88312,"diff_inten_density_ch_4":113.38312,"entropy_inten_ch_1":6.24752,"entropy_inten_ch_3":5.46382,"entropy_inten_ch_4":6.6987,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":2.58538,"eq_ellipse_oblate_vol_ch_1":294.08813,"eq_ellipse_prolate_vol_ch_1":113.75066,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1.68881,"fiber_align_2_ch_4":1.70398,"fiber_length_ch_1":23.22164,"fiber_width_ch_1":7.98948,"inten_cooc_asm_ch_3":0.05355,"inten_cooc_asm_ch_4":0.01302,"inten_cooc_contrast_ch_3":9.35976,"inten_cooc_contrast_ch_4":10.88982,"inten_cooc_entropy_ch_3":6.01267,"inten_cooc_entropy_ch_4":6.90558,"inten_cooc_max_ch_3":0.24074,"inten_cooc_max_ch_4":0.08642,"kurt_inten_ch_1":-0.54599,"kurt_inten_ch_3":0.09183,"kurt_inten_ch_4":-0.7721,"length_ch_1":26.08289,"neighbor_avg_dist_ch_1":213.20178,"neighbor_min_dist_ch_1":14.65872,"neighbor_var_dist_ch_1":122.32953,"perim_ch_1":62.42224,"shape_bfr_ch_1":0.63154,"shape_lwr_ch_1":2.39706,"shape_p_2_a_ch_1":1.6713,"skew_inten_ch_1":0.28334,"skew_inten_ch_3":0.87386,"skew_inten_ch_4":-0.14706,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8934,"total_inten_ch_2":10413,"total_inten_ch_3":11505,"total_inten_ch_4":39172,"var_inten_ch_1":31.06865,"var_inten_ch_3":65.23025,"var_inten_ch_4":135.50119,"width_ch_1":10.88121}
{"case":"Test","class":"WS","angle_ch_1":83.26125,"area_ch_1":329,"avg_inten_ch_1":50.55732,"avg_inten_ch_2":200.10828,"avg_inten_ch_3":93.6242,"avg_inten_ch_4":178.70701,"convex_hull_area_ratio_ch_1":1.14307,"convex_hull_perim_ratio_ch_1":0.88024,"diff_inten_density_ch_1":55.68293,"diff_inten_density_ch_3":90.72125,"diff_inten_density_ch_4":114.50871,"entropy_inten_ch_1":6.47046,"entropy_inten_ch_3":5.92963,"entropy_inten_ch_4":6.2072,"eq_circ_diam_ch_1":20.471,"eq_ellipse_lwr_ch_1":1.80068,"eq_ellipse_oblate_vol_ch_1":610.70889,"eq_ellipse_prolate_vol_ch_1":339.15467,"eq_sphere_area_ch_1":1316.52154,"eq_sphere_vol_ch_1":4491.75198,"fiber_align_2_ch_3":1.74626,"fiber_align_2_ch_4":1.38988,"fiber_length_ch_1":34.38761,"fiber_width_ch_1":10.06651,"inten_cooc_asm_ch_3":0.06048,"inten_cooc_asm_ch_4":0.04674,"inten_cooc_contrast_ch_3":6.20549,"inten_cooc_contrast_ch_4":8.27143,"inten_cooc_entropy_ch_3":5.91832,"inten_cooc_entropy_ch_4":6.18873,"inten_cooc_max_ch_3":0.23404,"inten_cooc_max_ch_4":0.20922,"kurt_inten_ch_1":5.45975,"kurt_inten_ch_3":4.87345,"kurt_inten_ch_4":-1.28946,"length_ch_1":31.10278,"neighbor_avg_dist_ch_1":259.8224,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":132.57794,"perim_ch_1":88.90825,"shape_bfr_ch_1":0.56175,"shape_lwr_ch_1":1.65111,"shape_p_2_a_ch_1":1.81715,"skew_inten_ch_1":2.16572,"skew_inten_ch_3":2.15568,"skew_inten_ch_4":0.2915,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":15875,"total_inten_ch_2":62521,"total_inten_ch_3":29398,"total_inten_ch_4":56114,"var_inten_ch_1":49.60299,"var_inten_ch_3":130.74619,"var_inten_ch_4":159.25436,"width_ch_1":18.83745}
{"case":"Train","class":"PS","angle_ch_1":91.29579,"area_ch_1":270,"avg_inten_ch_1":39.2907,"avg_inten_ch_2":149.96512,"avg_inten_ch_3":46.84496,"avg_inten_ch_4":56.29457,"convex_hull_area_ratio_ch_1":1.12245,"convex_hull_perim_ratio_ch_1":0.94871,"diff_inten_density_ch_1":40.99564,"diff_inten_density_ch_3":32.63834,"diff_inten_density_ch_4":37.02179,"entropy_inten_ch_1":6.12359,"entropy_inten_ch_3":5.67037,"entropy_inten_ch_4":4.91673,"eq_circ_diam_ch_1":18.55599,"eq_ellipse_lwr_ch_1":6.03207,"eq_ellipse_oblate_vol_ch_1":832.50028,"eq_ellipse_prolate_vol_ch_1":138.01231,"eq_sphere_area_ch_1":1081.72789,"eq_sphere_vol_ch_1":3345.42159,"fiber_align_2_ch_3":1.29871,"fiber_align_2_ch_4":1.02915,"fiber_length_ch_1":43.52161,"fiber_width_ch_1":6.49071,"inten_cooc_asm_ch_3":0.03818,"inten_cooc_asm_ch_4":0.14228,"inten_cooc_contrast_ch_3":7.12269,"inten_cooc_contrast_ch_4":2.97222,"inten_cooc_entropy_ch_3":6.10005,"inten_cooc_entropy_ch_4":4.82203,"inten_cooc_max_ch_3":0.17284,"inten_cooc_max_ch_4":0.37449,"kurt_inten_ch_1":0.36703,"kurt_inten_ch_3":0.16762,"kurt_inten_ch_4":0.03751,"length_ch_1":43.08161,"neighbor_avg_dist_ch_1":204.98275,"neighbor_min_dist_ch_1":24.42167,"neighbor_var_dist_ch_1":85.48458,"perim_ch_1":100.02464,"shape_bfr_ch_1":0.74757,"shape_lwr_ch_1":5.13075,"shape_p_2_a_ch_1":2.81841,"skew_inten_ch_1":0.78077,"skew_inten_ch_3":0.87424,"skew_inten_ch_4":1.09271,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":10137,"total_inten_ch_2":38434,"total_inten_ch_3":12086,"total_inten_ch_4":14524,"var_inten_ch_1":26.64562,"var_inten_ch_3":47.74016,"var_inten_ch_4":70.13635,"width_ch_1":8.39675}
{"case":"Test","class":"PS","angle_ch_1":56.08541,"area_ch_1":266,"avg_inten_ch_1":40.26772,"avg_inten_ch_2":208.34646,"avg_inten_ch_3":63.56693,"avg_inten_ch_4":159.87795,"convex_hull_area_ratio_ch_1":1.20369,"convex_hull_perim_ratio_ch_1":0.79375,"diff_inten_density_ch_1":45.70067,"diff_inten_density_ch_3":53.46563,"diff_inten_density_ch_4":99.37251,"entropy_inten_ch_1":6.26783,"entropy_inten_ch_3":5.95584,"entropy_inten_ch_4":5.76131,"eq_circ_diam_ch_1":18.41158,"eq_ellipse_lwr_ch_1":2.1809,"eq_ellipse_oblate_vol_ch_1":488.97863,"eq_ellipse_prolate_vol_ch_1":224.20969,"eq_sphere_area_ch_1":1064.95692,"eq_sphere_vol_ch_1":3267.92342,"fiber_align_2_ch_3":1.47114,"fiber_align_2_ch_4":1.09303,"fiber_length_ch_1":37.99479,"fiber_width_ch_1":7.48314,"inten_cooc_asm_ch_3":0.03819,"inten_cooc_asm_ch_4":0.08048,"inten_cooc_contrast_ch_3":10.64617,"inten_cooc_contrast_ch_4":6.34626,"inten_cooc_entropy_ch_3":6.42285,"inten_cooc_entropy_ch_4":5.70867,"inten_cooc_max_ch_3":0.18421,"inten_cooc_max_ch_4":0.27803,"kurt_inten_ch_1":0.2462,"kurt_inten_ch_3":-0.24116,"kurt_inten_ch_4":-1.34535,"length_ch_1":29.2381,"neighbor_avg_dist_ch_1":249.61436,"neighbor_min_dist_ch_1":24.16277,"neighbor_var_dist_ch_1":116.96718,"perim_ch_1":90.95587,"shape_bfr_ch_1":0.57345,"shape_lwr_ch_1":1.8413,"shape_p_2_a_ch_1":2.31548,"skew_inten_ch_1":0.76242,"skew_inten_ch_3":0.73366,"skew_inten_ch_4":0.33997,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10228,"total_inten_ch_2":52667,"total_inten_ch_3":16146,"total_inten_ch_4":40609,"var_inten_ch_1":27.47223,"var_inten_ch_3":58.46529,"var_inten_ch_4":151.31644,"width_ch_1":15.87903}
{"case":"Test","class":"WS","angle_ch_1":145.7331,"area_ch_1":169,"avg_inten_ch_1":172.2284,"avg_inten_ch_2":277.41358,"avg_inten_ch_3":144.99383,"avg_inten_ch_4":206.39506,"convex_hull_area_ratio_ch_1":1.05,"convex_hull_perim_ratio_ch_1":0.96892,"diff_inten_density_ch_1":97.02041,"diff_inten_density_ch_3":132.10204,"diff_inten_density_ch_4":115,"entropy_inten_ch_1":6.88445,"entropy_inten_ch_3":5.95605,"entropy_inten_ch_4":6.82738,"eq_circ_diam_ch_1":14.70387,"eq_ellipse_lwr_ch_1":1.31434,"eq_ellipse_oblate_vol_ch_1":193.35133,"eq_ellipse_prolate_vol_ch_1":147.10958,"eq_sphere_area_ch_1":679.22449,"eq_sphere_vol_ch_1":1664.5384,"fiber_align_2_ch_3":1.03694,"fiber_align_2_ch_4":1.39746,"fiber_length_ch_1":12.95821,"fiber_width_ch_1":12.95821,"inten_cooc_asm_ch_3":0.03353,"inten_cooc_asm_ch_4":0.00836,"inten_cooc_contrast_ch_3":7.53536,"inten_cooc_contrast_ch_4":14.35695,"inten_cooc_entropy_ch_3":6.1537,"inten_cooc_entropy_ch_4":7.14725,"inten_cooc_max_ch_3":0.17123,"inten_cooc_max_ch_4":0.0274,"kurt_inten_ch_1":0.13528,"kurt_inten_ch_3":0.89901,"kurt_inten_ch_4":0.93616,"length_ch_1":17.60995,"neighbor_avg_dist_ch_1":263.7589,"neighbor_min_dist_ch_1":29.54892,"neighbor_var_dist_ch_1":139.97841,"perim_ch_1":51.83283,"shape_bfr_ch_1":0.67784,"shape_lwr_ch_1":1.23791,"shape_p_2_a_ch_1":1.1998,"skew_inten_ch_1":0.18653,"skew_inten_ch_3":1.15102,"skew_inten_ch_4":0.90604,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":27901,"total_inten_ch_2":44780,"total_inten_ch_3":23489,"total_inten_ch_4":33436,"var_inten_ch_1":89.75655,"var_inten_ch_3":149.57374,"var_inten_ch_4":115.48002,"width_ch_1":14.22555}
{"case":"Test","class":"WS","angle_ch_1":107.283,"area_ch_1":198,"avg_inten_ch_1":169.60317,"avg_inten_ch_2":222.03704,"avg_inten_ch_3":39.41799,"avg_inten_ch_4":32.1746,"convex_hull_area_ratio_ch_1":1.04774,"convex_hull_perim_ratio_ch_1":0.97098,"diff_inten_density_ch_1":86.02326,"diff_inten_density_ch_3":27.32558,"diff_inten_density_ch_4":31.68023,"entropy_inten_ch_1":6.96545,"entropy_inten_ch_3":2.52068,"entropy_inten_ch_4":3.49218,"eq_circ_diam_ch_1":15.882,"eq_ellipse_lwr_ch_1":1.50704,"eq_ellipse_oblate_vol_ch_1":260.90177,"eq_ellipse_prolate_vol_ch_1":173.1217,"eq_sphere_area_ch_1":792.42857,"eq_sphere_vol_ch_1":2097.55811,"fiber_align_2_ch_3":1.07576,"fiber_align_2_ch_4":1.67119,"fiber_length_ch_1":14.40609,"fiber_width_ch_1":14.40609,"inten_cooc_asm_ch_3":0.47226,"inten_cooc_asm_ch_4":0.31027,"inten_cooc_contrast_ch_3":0.35905,"inten_cooc_contrast_ch_4":1.92333,"inten_cooc_entropy_ch_3":2.29322,"inten_cooc_entropy_ch_4":3.48149,"inten_cooc_max_ch_3":0.68639,"inten_cooc_max_ch_4":0.56213,"kurt_inten_ch_1":-0.36025,"kurt_inten_ch_3":4.93755,"kurt_inten_ch_4":1.73365,"length_ch_1":21.68083,"neighbor_avg_dist_ch_1":257.73188,"neighbor_min_dist_ch_1":20.32204,"neighbor_var_dist_ch_1":127.51783,"perim_ch_1":57.62437,"shape_bfr_ch_1":0.61313,"shape_lwr_ch_1":1.45481,"shape_p_2_a_ch_1":1.2668,"skew_inten_ch_1":0.22676,"skew_inten_ch_3":2.3731,"skew_inten_ch_4":1.60271,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":32055,"total_inten_ch_2":41777,"total_inten_ch_3":7450,"total_inten_ch_4":6081,"var_inten_ch_1":79.52522,"var_inten_ch_3":84.93552,"var_inten_ch_4":51.16077,"width_ch_1":14.90283}
{"case":"Train","class":"WS","angle_ch_1":67.86097,"area_ch_1":641,"avg_inten_ch_1":245.15196,"avg_inten_ch_2":289.02451,"avg_inten_ch_3":272.98693,"avg_inten_ch_4":69.25327,"convex_hull_area_ratio_ch_1":1.04213,"convex_hull_perim_ratio_ch_1":0.94256,"diff_inten_density_ch_1":114.50344,"diff_inten_density_ch_3":142.62027,"diff_inten_density_ch_4":73.25945,"entropy_inten_ch_1":8.11928,"entropy_inten_ch_3":6.31204,"entropy_inten_ch_4":5.83727,"eq_circ_diam_ch_1":28.57919,"eq_ellipse_lwr_ch_1":1.43847,"eq_ellipse_oblate_vol_ch_1":1485.25054,"eq_ellipse_prolate_vol_ch_1":1032.51804,"eq_sphere_area_ch_1":2565.95918,"eq_sphere_vol_ch_1":12222.17307,"fiber_align_2_ch_3":1.10756,"fiber_align_2_ch_4":1.48767,"fiber_length_ch_1":25.61655,"fiber_width_ch_1":25.61655,"inten_cooc_asm_ch_3":0.11001,"inten_cooc_asm_ch_4":0.06706,"inten_cooc_contrast_ch_3":2.80708,"inten_cooc_contrast_ch_4":7.9435,"inten_cooc_entropy_ch_3":5.31022,"inten_cooc_entropy_ch_4":6.0462,"inten_cooc_max_ch_3":0.32414,"inten_cooc_max_ch_4":0.25685,"kurt_inten_ch_1":-0.52912,"kurt_inten_ch_3":-0.87626,"kurt_inten_ch_4":8.51806,"length_ch_1":36.13386,"neighbor_avg_dist_ch_1":175.84453,"neighbor_min_dist_ch_1":30.54317,"neighbor_var_dist_ch_1":73.62418,"perim_ch_1":102.4662,"shape_bfr_ch_1":0.68601,"shape_lwr_ch_1":1.39626,"shape_p_2_a_ch_1":1.26724,"skew_inten_ch_1":-0.09,"skew_inten_ch_3":0.63742,"skew_inten_ch_4":2.47079,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":150033,"total_inten_ch_2":176272,"total_inten_ch_3":167068,"total_inten_ch_4":42383,"var_inten_ch_1":107.69403,"var_inten_ch_3":285.51046,"var_inten_ch_4":97.93829,"width_ch_1":25.87894}
{"case":"Train","class":"WS","angle_ch_1":66.82705,"area_ch_1":414,"avg_inten_ch_1":61.13418,"avg_inten_ch_2":259.03038,"avg_inten_ch_3":87.80759,"avg_inten_ch_4":190.09873,"convex_hull_area_ratio_ch_1":1.08968,"convex_hull_perim_ratio_ch_1":0.87593,"diff_inten_density_ch_1":54.91293,"diff_inten_density_ch_3":68.42857,"diff_inten_density_ch_4":123.26667,"entropy_inten_ch_1":6.74324,"entropy_inten_ch_3":5.65206,"entropy_inten_ch_4":7.01273,"eq_circ_diam_ch_1":22.96005,"eq_ellipse_lwr_ch_1":1.59239,"eq_ellipse_oblate_vol_ch_1":810.29323,"eq_ellipse_prolate_vol_ch_1":508.85281,"eq_sphere_area_ch_1":1656.13379,"eq_sphere_vol_ch_1":6337.48492,"fiber_align_2_ch_3":1.36281,"fiber_align_2_ch_4":1.49249,"fiber_length_ch_1":36.79426,"fiber_width_ch_1":11.59452,"inten_cooc_asm_ch_3":0.10737,"inten_cooc_asm_ch_4":0.02414,"inten_cooc_contrast_ch_3":3.96533,"inten_cooc_contrast_ch_4":9.12903,"inten_cooc_entropy_ch_3":5.38601,"inten_cooc_entropy_ch_4":6.83884,"inten_cooc_max_ch_3":0.3232,"inten_cooc_max_ch_4":0.13812,"kurt_inten_ch_1":0.46327,"kurt_inten_ch_3":0.9216,"kurt_inten_ch_4":-0.78222,"length_ch_1":34.41491,"neighbor_avg_dist_ch_1":214.20055,"neighbor_min_dist_ch_1":47.09524,"neighbor_var_dist_ch_1":94.53779,"perim_ch_1":96.77755,"shape_bfr_ch_1":0.55246,"shape_lwr_ch_1":1.58038,"shape_p_2_a_ch_1":1.74705,"skew_inten_ch_1":0.91472,"skew_inten_ch_3":1.30475,"skew_inten_ch_4":0.4373,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":24148,"total_inten_ch_2":101923,"total_inten_ch_3":34684,"total_inten_ch_4":75089,"var_inten_ch_1":45.45271,"var_inten_ch_3":108.51627,"var_inten_ch_4":155.75423,"width_ch_1":21.7763}
{"case":"Train","class":"WS","angle_ch_1":93.05259,"area_ch_1":401,"avg_inten_ch_1":166.63446,"avg_inten_ch_2":194.36815,"avg_inten_ch_3":5.38381,"avg_inten_ch_4":54.73107,"convex_hull_area_ratio_ch_1":1.07625,"convex_hull_perim_ratio_ch_1":0.93033,"diff_inten_density_ch_1":71.94944,"diff_inten_density_ch_3":10.34831,"diff_inten_density_ch_4":32.73315,"entropy_inten_ch_1":7.60117,"entropy_inten_ch_3":2.98482,"entropy_inten_ch_4":4.44984,"eq_circ_diam_ch_1":22.6086,"eq_ellipse_lwr_ch_1":1.65298,"eq_ellipse_oblate_vol_ch_1":788.23159,"eq_ellipse_prolate_vol_ch_1":476.85417,"eq_sphere_area_ch_1":1605.82086,"eq_sphere_vol_ch_1":6050.89277,"fiber_align_2_ch_3":1.5024,"fiber_align_2_ch_4":1.25644,"fiber_length_ch_1":30.71648,"fiber_width_ch_1":13.64982,"inten_cooc_asm_ch_3":0.22506,"inten_cooc_asm_ch_4":0.23301,"inten_cooc_contrast_ch_3":6.25255,"inten_cooc_contrast_ch_4":1.95376,"inten_cooc_entropy_ch_3":4.1216,"inten_cooc_entropy_ch_4":4.00047,"inten_cooc_max_ch_3":0.46814,"inten_cooc_max_ch_4":0.48199,"kurt_inten_ch_1":-0.72207,"kurt_inten_ch_3":3.73475,"kurt_inten_ch_4":1.85358,"length_ch_1":32.87898,"neighbor_avg_dist_ch_1":255.98179,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":112.1532,"perim_ch_1":88.7326,"shape_bfr_ch_1":0.61647,"shape_lwr_ch_1":1.66002,"shape_p_2_a_ch_1":1.49436,"skew_inten_ch_1":0.0025,"skew_inten_ch_3":1.87823,"skew_inten_ch_4":1.71301,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":63821,"total_inten_ch_2":74061,"total_inten_ch_3":2062,"total_inten_ch_4":20962,"var_inten_ch_1":83.59252,"var_inten_ch_3":8.6106,"var_inten_ch_4":85.36522,"width_ch_1":19.80642}
{"case":"Train","class":"WS","angle_ch_1":82.03194,"area_ch_1":532,"avg_inten_ch_1":25.74409,"avg_inten_ch_2":126.2185,"avg_inten_ch_3":32.55709,"avg_inten_ch_4":123.38583,"convex_hull_area_ratio_ch_1":1.35996,"convex_hull_perim_ratio_ch_1":0.78527,"diff_inten_density_ch_1":37.47619,"diff_inten_density_ch_3":25.6039,"diff_inten_density_ch_4":59.05195,"entropy_inten_ch_1":5.72699,"entropy_inten_ch_3":5.78887,"entropy_inten_ch_4":7.04958,"eq_circ_diam_ch_1":26.03791,"eq_ellipse_lwr_ch_1":3.17182,"eq_ellipse_oblate_vol_ch_1":1667.9062,"eq_ellipse_prolate_vol_ch_1":525.85089,"eq_sphere_area_ch_1":2129.91383,"eq_sphere_vol_ch_1":9243.08324,"fiber_align_2_ch_3":1.33395,"fiber_align_2_ch_4":1.03629,"fiber_length_ch_1":69.61474,"fiber_width_ch_1":8.0103,"inten_cooc_asm_ch_3":0.03243,"inten_cooc_asm_ch_4":0.0294,"inten_cooc_contrast_ch_3":7.5554,"inten_cooc_contrast_ch_4":4.21047,"inten_cooc_entropy_ch_3":6.5615,"inten_cooc_entropy_ch_4":6.47952,"inten_cooc_max_ch_3":0.16809,"inten_cooc_max_ch_4":0.14978,"kurt_inten_ch_1":-0.31567,"kurt_inten_ch_3":0.1395,"kurt_inten_ch_4":0.22063,"length_ch_1":52.84556,"neighbor_avg_dist_ch_1":239.35285,"neighbor_min_dist_ch_1":29.97158,"neighbor_var_dist_ch_1":105.48783,"perim_ch_1":155.25008,"shape_bfr_ch_1":0.4815,"shape_lwr_ch_1":2.52527,"shape_p_2_a_ch_1":3.43955,"skew_inten_ch_1":0.42917,"skew_inten_ch_3":0.94896,"skew_inten_ch_4":0.89058,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":13078,"total_inten_ch_2":63612,"total_inten_ch_3":16539,"total_inten_ch_4":62680,"var_inten_ch_1":17.30383,"var_inten_ch_3":32.27037,"var_inten_ch_4":109.14927,"width_ch_1":20.92669}
{"case":"Test","class":"WS","angle_ch_1":85.62263,"area_ch_1":293,"avg_inten_ch_1":595.62143,"avg_inten_ch_2":662.54286,"avg_inten_ch_3":91.54286,"avg_inten_ch_4":599.19286,"convex_hull_area_ratio_ch_1":1.125,"convex_hull_perim_ratio_ch_1":0.89085,"diff_inten_density_ch_1":246.06043,"diff_inten_density_ch_3":53.87329,"diff_inten_density_ch_4":321.47563,"entropy_inten_ch_1":7.92214,"entropy_inten_ch_3":6.87235,"entropy_inten_ch_4":7.6043,"eq_circ_diam_ch_1":19.33095,"eq_ellipse_lwr_ch_1":2.17554,"eq_ellipse_oblate_vol_ch_1":565.25178,"eq_ellipse_prolate_vol_ch_1":259.8216,"eq_sphere_area_ch_1":1173.96825,"eq_sphere_vol_ch_1":3782.32064,"fiber_align_2_ch_3":1.44343,"fiber_align_2_ch_4":1.35434,"fiber_length_ch_1":31.07183,"fiber_width_ch_1":9.85041,"inten_cooc_asm_ch_3":0.00876,"inten_cooc_asm_ch_4":0.00842,"inten_cooc_contrast_ch_3":10.85136,"inten_cooc_contrast_ch_4":13.91047,"inten_cooc_entropy_ch_3":7.21359,"inten_cooc_entropy_ch_4":7.26,"inten_cooc_max_ch_3":0.04331,"inten_cooc_max_ch_4":0.03861,"kurt_inten_ch_1":-0.9849,"kurt_inten_ch_3":5.57753,"kurt_inten_ch_4":-0.106,"length_ch_1":27.24468,"neighbor_avg_dist_ch_1":221.26679,"neighbor_min_dist_ch_1":20.47619,"neighbor_var_dist_ch_1":100.66099,"perim_ch_1":81.84449,"shape_bfr_ch_1":0.74185,"shape_lwr_ch_1":1.87623,"shape_p_2_a_ch_1":1.74159,"skew_inten_ch_1":-0.04057,"skew_inten_ch_3":2.18071,"skew_inten_ch_4":0.18751,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":3,"total_inten_ch_1":166774,"total_inten_ch_2":185233,"total_inten_ch_3":25632,"total_inten_ch_4":167774,"var_inten_ch_1":313.75029,"var_inten_ch_3":81.50516,"var_inten_ch_4":337.49326,"width_ch_1":14.52098}
{"case":"Test","class":"PS","angle_ch_1":99.84613,"area_ch_1":289,"avg_inten_ch_1":44.80072,"avg_inten_ch_2":125.14855,"avg_inten_ch_3":33.57971,"avg_inten_ch_4":164.19565,"convex_hull_area_ratio_ch_1":1.15505,"convex_hull_perim_ratio_ch_1":0.9288,"diff_inten_density_ch_1":47.71888,"diff_inten_density_ch_3":33.70683,"diff_inten_density_ch_4":96.13253,"entropy_inten_ch_1":6.33117,"entropy_inten_ch_3":5.534,"entropy_inten_ch_4":6.07935,"eq_circ_diam_ch_1":19.19238,"eq_ellipse_lwr_ch_1":3.85204,"eq_ellipse_oblate_vol_ch_1":736.08931,"eq_ellipse_prolate_vol_ch_1":191.09083,"eq_sphere_area_ch_1":1157.19728,"eq_sphere_vol_ch_1":3701.56107,"fiber_align_2_ch_3":1.68805,"fiber_align_2_ch_4":1.04026,"fiber_length_ch_1":39.6545,"fiber_width_ch_1":7.58626,"inten_cooc_asm_ch_3":0.03836,"inten_cooc_asm_ch_4":0.05218,"inten_cooc_contrast_ch_3":12.1244,"inten_cooc_contrast_ch_4":4.38449,"inten_cooc_entropy_ch_3":6.44001,"inten_cooc_entropy_ch_4":5.96505,"inten_cooc_max_ch_3":0.18533,"inten_cooc_max_ch_4":0.21622,"kurt_inten_ch_1":4.22303,"kurt_inten_ch_3":1.74933,"kurt_inten_ch_4":-0.96806,"length_ch_1":39.07373,"neighbor_avg_dist_ch_1":215.31115,"neighbor_min_dist_ch_1":34.09455,"neighbor_var_dist_ch_1":108.35772,"perim_ch_1":94.48152,"shape_bfr_ch_1":0.58855,"shape_lwr_ch_1":3.10601,"shape_p_2_a_ch_1":2.36135,"skew_inten_ch_1":1.39685,"skew_inten_ch_3":1.35625,"skew_inten_ch_4":0.58855,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":12365,"total_inten_ch_2":34266,"total_inten_ch_3":9268,"total_inten_ch_4":45318,"var_inten_ch_1":29.20096,"var_inten_ch_3":37.18838,"var_inten_ch_4":164.70425,"width_ch_1":12.58005}
{"case":"Test","class":"PS","angle_ch_1":101.79654,"area_ch_1":181,"avg_inten_ch_1":19.56647,"avg_inten_ch_2":15.30058,"avg_inten_ch_3":19.42197,"avg_inten_ch_4":12.2948,"convex_hull_area_ratio_ch_1":1.21245,"convex_hull_perim_ratio_ch_1":0.85263,"diff_inten_density_ch_1":35.24342,"diff_inten_density_ch_3":21.63158,"diff_inten_density_ch_4":19.14474,"entropy_inten_ch_1":5.15505,"entropy_inten_ch_3":5.27336,"entropy_inten_ch_4":4.74419,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":1.79617,"eq_ellipse_oblate_vol_ch_1":249.43922,"eq_ellipse_prolate_vol_ch_1":138.87263,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.89819,"fiber_align_2_ch_4":1,"fiber_length_ch_1":27.93496,"fiber_width_ch_1":6.93226,"inten_cooc_asm_ch_3":0.00689,"inten_cooc_asm_ch_4":0.0081,"inten_cooc_contrast_ch_3":27.28502,"inten_cooc_contrast_ch_4":54.51437,"inten_cooc_entropy_ch_3":7.40971,"inten_cooc_entropy_ch_4":7.25581,"inten_cooc_max_ch_3":0.01948,"inten_cooc_max_ch_4":0.04,"kurt_inten_ch_1":-0.64396,"kurt_inten_ch_3":-0.4938,"kurt_inten_ch_4":-0.43059,"length_ch_1":22.30174,"neighbor_avg_dist_ch_1":230.65238,"neighbor_min_dist_ch_1":18.54198,"neighbor_var_dist_ch_1":106.2609,"perim_ch_1":69.73443,"shape_bfr_ch_1":0.5883,"shape_lwr_ch_1":1.61358,"shape_p_2_a_ch_1":1.99829,"skew_inten_ch_1":0.4796,"skew_inten_ch_3":0.53945,"skew_inten_ch_4":0.49688,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":3385,"total_inten_ch_2":2475,"total_inten_ch_3":3360,"total_inten_ch_4":2127,"var_inten_ch_1":15.66456,"var_inten_ch_3":13.50149,"var_inten_ch_4":9.04899,"width_ch_1":13.82131}
{"case":"Test","class":"PS","angle_ch_1":30.87099,"area_ch_1":328,"avg_inten_ch_1":445.76677,"avg_inten_ch_2":5.65495,"avg_inten_ch_3":655.25879,"avg_inten_ch_4":498.8754,"convex_hull_area_ratio_ch_1":1.54126,"convex_hull_perim_ratio_ch_1":0.82825,"diff_inten_density_ch_1":268.35587,"diff_inten_density_ch_3":387.07829,"diff_inten_density_ch_4":338.46975,"entropy_inten_ch_1":7.93814,"entropy_inten_ch_3":7.94637,"entropy_inten_ch_4":6.27679,"eq_circ_diam_ch_1":20.43838,"eq_ellipse_lwr_ch_1":2.29789,"eq_ellipse_oblate_vol_ch_1":686.59785,"eq_ellipse_prolate_vol_ch_1":298.79524,"eq_sphere_area_ch_1":1312.3288,"eq_sphere_vol_ch_1":4470.31166,"fiber_align_2_ch_3":1.34329,"fiber_align_2_ch_4":1.35001,"fiber_length_ch_1":47.53399,"fiber_width_ch_1":7.28244,"inten_cooc_asm_ch_3":0.00648,"inten_cooc_asm_ch_4":0.07514,"inten_cooc_contrast_ch_3":13.51068,"inten_cooc_contrast_ch_4":4.29537,"inten_cooc_entropy_ch_3":7.52759,"inten_cooc_entropy_ch_4":5.73238,"inten_cooc_max_ch_3":0.02135,"inten_cooc_max_ch_4":0.27046,"kurt_inten_ch_1":-0.61963,"kurt_inten_ch_3":-0.8446,"kurt_inten_ch_4":0.72793,"length_ch_1":35.99054,"neighbor_avg_dist_ch_1":185.77535,"neighbor_min_dist_ch_1":10.08335,"neighbor_var_dist_ch_1":83.24724,"perim_ch_1":109.63286,"shape_bfr_ch_1":0.45882,"shape_lwr_ch_1":1.81151,"shape_p_2_a_ch_1":2.76304,"skew_inten_ch_1":0.32224,"skew_inten_ch_3":0.24207,"skew_inten_ch_4":1.18258,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":139525,"total_inten_ch_2":1458,"total_inten_ch_3":205096,"total_inten_ch_4":156148,"var_inten_ch_1":265.1182,"var_inten_ch_3":383.98655,"var_inten_ch_4":563.59005,"width_ch_1":19.86773}
{"case":"Train","class":"PS","angle_ch_1":105.95029,"area_ch_1":160,"avg_inten_ch_1":93.14379,"avg_inten_ch_2":1,"avg_inten_ch_3":230.46405,"avg_inten_ch_4":18.71895,"convex_hull_area_ratio_ch_1":1.35127,"convex_hull_perim_ratio_ch_1":0.82463,"diff_inten_density_ch_1":97.19305,"diff_inten_density_ch_3":225.87259,"diff_inten_density_ch_4":23.21622,"entropy_inten_ch_1":6.60288,"entropy_inten_ch_3":6.91258,"entropy_inten_ch_4":3.24229,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":1.92442,"eq_ellipse_oblate_vol_ch_1":214.73798,"eq_ellipse_prolate_vol_ch_1":111.5857,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.4664,"fiber_align_2_ch_4":1.49507,"fiber_length_ch_1":34.06448,"fiber_width_ch_1":5.14639,"inten_cooc_asm_ch_3":0.00733,"inten_cooc_asm_ch_4":0.22996,"inten_cooc_contrast_ch_3":25.05242,"inten_cooc_contrast_ch_4":3.97327,"inten_cooc_entropy_ch_3":7.28631,"inten_cooc_entropy_ch_4":3.84449,"inten_cooc_max_ch_3":0.02381,"inten_cooc_max_ch_4":0.48872,"kurt_inten_ch_1":0.04799,"kurt_inten_ch_3":-0.34132,"kurt_inten_ch_4":11.2554,"length_ch_1":25.03281,"neighbor_avg_dist_ch_1":261.91496,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":115.41705,"perim_ch_1":78.42174,"shape_bfr_ch_1":0.42977,"shape_lwr_ch_1":1.67928,"shape_p_2_a_ch_1":2.79162,"skew_inten_ch_1":0.82417,"skew_inten_ch_3":0.6865,"skew_inten_ch_4":3.33073,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":14251,"total_inten_ch_2":1,"total_inten_ch_3":35261,"total_inten_ch_4":2864,"var_inten_ch_1":69.82578,"var_inten_ch_3":167.61359,"var_inten_ch_4":44.43494,"width_ch_1":14.90689}
{"case":"Test","class":"PS","angle_ch_1":103.17842,"area_ch_1":202,"avg_inten_ch_1":200.63212,"avg_inten_ch_2":163.25389,"avg_inten_ch_3":285.62694,"avg_inten_ch_4":255.33679,"convex_hull_area_ratio_ch_1":1.06584,"convex_hull_perim_ratio_ch_1":0.95478,"diff_inten_density_ch_1":110.57265,"diff_inten_density_ch_3":167.98006,"diff_inten_density_ch_4":183.5698,"entropy_inten_ch_1":7.16042,"entropy_inten_ch_3":4.55442,"entropy_inten_ch_4":5.86438,"eq_circ_diam_ch_1":16.04918,"eq_ellipse_lwr_ch_1":1.871,"eq_ellipse_oblate_vol_ch_1":299.9813,"eq_ellipse_prolate_vol_ch_1":160.33224,"eq_sphere_area_ch_1":809.19955,"eq_sphere_vol_ch_1":2164.49835,"fiber_align_2_ch_3":1.04182,"fiber_align_2_ch_4":1.65905,"fiber_length_ch_1":19.94947,"fiber_width_ch_1":10.57408,"inten_cooc_asm_ch_3":0.18626,"inten_cooc_asm_ch_4":0.06533,"inten_cooc_contrast_ch_3":1.55818,"inten_cooc_contrast_ch_4":7.21124,"inten_cooc_entropy_ch_3":4.20143,"inten_cooc_entropy_ch_4":5.85581,"inten_cooc_max_ch_3":0.42197,"inten_cooc_max_ch_4":0.24277,"kurt_inten_ch_1":1.62225,"kurt_inten_ch_3":2.50072,"kurt_inten_ch_4":-0.87081,"length_ch_1":21.80425,"neighbor_avg_dist_ch_1":211.1586,"neighbor_min_dist_ch_1":18.22841,"neighbor_var_dist_ch_1":105.57983,"perim_ch_1":61.04712,"shape_bfr_ch_1":0.67925,"shape_lwr_ch_1":1.5963,"shape_p_2_a_ch_1":1.40587,"skew_inten_ch_1":1.4799,"skew_inten_ch_3":1.83896,"skew_inten_ch_4":0.46442,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":38722,"total_inten_ch_2":31316,"total_inten_ch_3":55126,"total_inten_ch_4":49280,"var_inten_ch_1":178.64471,"var_inten_ch_3":463.08526,"var_inten_ch_4":234.77986,"width_ch_1":13.65925}
{"case":"Train","class":"PS","angle_ch_1":78.38512,"area_ch_1":159,"avg_inten_ch_1":62.89474,"avg_inten_ch_2":4.46053,"avg_inten_ch_3":126.88158,"avg_inten_ch_4":6.98684,"convex_hull_area_ratio_ch_1":1.16743,"convex_hull_perim_ratio_ch_1":0.91159,"diff_inten_density_ch_1":70.6779,"diff_inten_density_ch_3":123.65918,"diff_inten_density_ch_4":10.40824,"entropy_inten_ch_1":6.39886,"entropy_inten_ch_3":6.57153,"entropy_inten_ch_4":2.42157,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":2.45163,"eq_ellipse_oblate_vol_ch_1":240.00157,"eq_ellipse_prolate_vol_ch_1":97.89484,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.46055,"fiber_align_2_ch_4":1.47366,"fiber_length_ch_1":23.94857,"fiber_width_ch_1":7.12328,"inten_cooc_asm_ch_3":0.00821,"inten_cooc_asm_ch_4":0.38215,"inten_cooc_contrast_ch_3":22.84135,"inten_cooc_contrast_ch_4":2.11232,"inten_cooc_entropy_ch_3":7.1549,"inten_cooc_entropy_ch_4":2.96454,"inten_cooc_max_ch_3":0.03077,"inten_cooc_max_ch_4":0.62044,"kurt_inten_ch_1":-0.24662,"kurt_inten_ch_3":-0.11891,"kurt_inten_ch_4":2.75899,"length_ch_1":23.29935,"neighbor_avg_dist_ch_1":227.59056,"neighbor_min_dist_ch_1":25.099,"neighbor_var_dist_ch_1":114.17616,"perim_ch_1":62.14369,"shape_bfr_ch_1":0.59755,"shape_lwr_ch_1":2.03602,"shape_p_2_a_ch_1":1.80145,"skew_inten_ch_1":0.56601,"skew_inten_ch_3":0.54294,"skew_inten_ch_4":1.93762,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":9560,"total_inten_ch_2":527,"total_inten_ch_3":19286,"total_inten_ch_4":1062,"var_inten_ch_1":41.83255,"var_inten_ch_3":86.18874,"var_inten_ch_4":13.39972,"width_ch_1":11.44355}
{"case":"Test","class":"PS","angle_ch_1":15.29113,"area_ch_1":170,"avg_inten_ch_1":37.82209,"avg_inten_ch_2":101.31288,"avg_inten_ch_3":79.08589,"avg_inten_ch_4":43.00613,"convex_hull_area_ratio_ch_1":1.2109,"convex_hull_perim_ratio_ch_1":0.8261,"diff_inten_density_ch_1":49.93286,"diff_inten_density_ch_3":71.36042,"diff_inten_density_ch_4":45.36042,"entropy_inten_ch_1":6.02264,"entropy_inten_ch_3":6.06106,"entropy_inten_ch_4":4.83322,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":2.39774,"eq_ellipse_oblate_vol_ch_1":263.57478,"eq_ellipse_prolate_vol_ch_1":109.92641,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.40993,"fiber_align_2_ch_4":1.47151,"fiber_length_ch_1":30.12868,"fiber_width_ch_1":6.06221,"inten_cooc_asm_ch_3":0.02033,"inten_cooc_asm_ch_4":0.06774,"inten_cooc_contrast_ch_3":10.2481,"inten_cooc_contrast_ch_4":8.05312,"inten_cooc_entropy_ch_3":6.51068,"inten_cooc_entropy_ch_4":5.65827,"inten_cooc_max_ch_3":0.12414,"inten_cooc_max_ch_4":0.26897,"kurt_inten_ch_1":1.15987,"kurt_inten_ch_3":0.42396,"kurt_inten_ch_4":0.86526,"length_ch_1":24.87402,"neighbor_avg_dist_ch_1":188.15896,"neighbor_min_dist_ch_1":20.50177,"neighbor_var_dist_ch_1":76.6271,"perim_ch_1":72.38178,"shape_bfr_ch_1":0.524,"shape_lwr_ch_1":1.89757,"shape_p_2_a_ch_1":2.28263,"skew_inten_ch_1":1.12115,"skew_inten_ch_3":1.00918,"skew_inten_ch_4":1.18632,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6165,"total_inten_ch_2":16352,"total_inten_ch_3":12891,"total_inten_ch_4":7010,"var_inten_ch_1":31.14205,"var_inten_ch_3":75.27564,"var_inten_ch_4":49.95022,"width_ch_1":13.10835}
{"case":"Test","class":"PS","angle_ch_1":64.84851,"area_ch_1":284,"avg_inten_ch_1":123.60886,"avg_inten_ch_2":338.71587,"avg_inten_ch_3":233.35055,"avg_inten_ch_4":309.26937,"convex_hull_area_ratio_ch_1":1.21831,"convex_hull_perim_ratio_ch_1":0.89295,"diff_inten_density_ch_1":71.69636,"diff_inten_density_ch_3":124.0081,"diff_inten_density_ch_4":186.21053,"entropy_inten_ch_1":7.14907,"entropy_inten_ch_3":7.07088,"entropy_inten_ch_4":7.39928,"eq_circ_diam_ch_1":19.01774,"eq_ellipse_lwr_ch_1":1.66634,"eq_ellipse_oblate_vol_ch_1":471.03996,"eq_ellipse_prolate_vol_ch_1":282.67879,"eq_sphere_area_ch_1":1136.23356,"eq_sphere_vol_ch_1":3601.43211,"fiber_align_2_ch_3":1.04298,"fiber_align_2_ch_4":1.03487,"fiber_length_ch_1":32.06152,"fiber_width_ch_1":9.2848,"inten_cooc_asm_ch_3":0.01665,"inten_cooc_asm_ch_4":0.00981,"inten_cooc_contrast_ch_3":6.44646,"inten_cooc_contrast_ch_4":9.44941,"inten_cooc_entropy_ch_3":6.72986,"inten_cooc_entropy_ch_4":7.14315,"inten_cooc_max_ch_3":0.09388,"inten_cooc_max_ch_4":0.05306,"kurt_inten_ch_1":-0.09236,"kurt_inten_ch_3":0.22782,"kurt_inten_ch_4":-0.97436,"length_ch_1":28.88168,"neighbor_avg_dist_ch_1":203.05107,"neighbor_min_dist_ch_1":61.42857,"neighbor_var_dist_ch_1":75.5042,"perim_ch_1":82.69264,"shape_bfr_ch_1":0.50981,"shape_lwr_ch_1":1.49707,"shape_p_2_a_ch_1":1.82795,"skew_inten_ch_1":0.89076,"skew_inten_ch_3":1.03561,"skew_inten_ch_4":0.25424,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":33498,"total_inten_ch_2":91522,"total_inten_ch_3":63238,"total_inten_ch_4":83812,"var_inten_ch_1":99.03752,"var_inten_ch_3":215.54181,"var_inten_ch_4":217.09269,"width_ch_1":19.2921}
{"case":"Test","class":"PS","angle_ch_1":3.88263,"area_ch_1":163,"avg_inten_ch_1":42.21795,"avg_inten_ch_2":6.35897,"avg_inten_ch_3":51.14744,"avg_inten_ch_4":2.24359,"convex_hull_area_ratio_ch_1":1.15408,"convex_hull_perim_ratio_ch_1":0.92665,"diff_inten_density_ch_1":51.50185,"diff_inten_density_ch_3":62.01107,"diff_inten_density_ch_4":6.80812,"entropy_inten_ch_1":5.89512,"entropy_inten_ch_3":4.78025,"entropy_inten_ch_4":2.67109,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":4.10182,"eq_ellipse_oblate_vol_ch_1":322.77276,"eq_ellipse_prolate_vol_ch_1":78.69009,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.79707,"fiber_align_2_ch_4":1,"fiber_length_ch_1":29.71727,"fiber_width_ch_1":5.83751,"inten_cooc_asm_ch_3":0.07419,"inten_cooc_asm_ch_4":0.08049,"inten_cooc_contrast_ch_3":6.91909,"inten_cooc_contrast_ch_4":12.4776,"inten_cooc_entropy_ch_3":5.48011,"inten_cooc_entropy_ch_4":4.79953,"inten_cooc_max_ch_3":0.26573,"inten_cooc_max_ch_4":0.25175,"kurt_inten_ch_1":4.87745,"kurt_inten_ch_3":7.33059,"kurt_inten_ch_4":3.17611,"length_ch_1":28.80885,"neighbor_avg_dist_ch_1":217.82629,"neighbor_min_dist_ch_1":32.7619,"neighbor_var_dist_ch_1":80.53067,"perim_ch_1":71.10955,"shape_bfr_ch_1":0.67033,"shape_lwr_ch_1":3.40233,"shape_p_2_a_ch_1":2.31957,"skew_inten_ch_1":2.07748,"skew_inten_ch_3":2.70881,"skew_inten_ch_4":1.71111,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":6586,"total_inten_ch_2":837,"total_inten_ch_3":7979,"total_inten_ch_4":350,"var_inten_ch_1":42.94276,"var_inten_ch_3":98.13033,"var_inten_ch_4":3.16303,"width_ch_1":8.46739}
{"case":"Train","class":"WS","angle_ch_1":65.05456,"area_ch_1":156,"avg_inten_ch_1":163.13423,"avg_inten_ch_2":408.75168,"avg_inten_ch_3":127.14094,"avg_inten_ch_4":480.08054,"convex_hull_area_ratio_ch_1":1.01935,"convex_hull_perim_ratio_ch_1":0.98465,"diff_inten_density_ch_1":67.46494,"diff_inten_density_ch_3":67.95203,"diff_inten_density_ch_4":242.20295,"entropy_inten_ch_1":6.56777,"entropy_inten_ch_3":6.58474,"entropy_inten_ch_4":7.01783,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.08194,"eq_ellipse_oblate_vol_ch_1":154.73976,"eq_ellipse_prolate_vol_ch_1":143.02106,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.05744,"fiber_align_2_ch_4":1.00824,"fiber_length_ch_1":12.02223,"fiber_width_ch_1":12.02223,"inten_cooc_asm_ch_3":0.00793,"inten_cooc_asm_ch_4":0.00805,"inten_cooc_contrast_ch_3":19.84491,"inten_cooc_contrast_ch_4":11.52857,"inten_cooc_entropy_ch_3":7.21696,"inten_cooc_entropy_ch_4":7.11971,"inten_cooc_max_ch_3":0.02222,"inten_cooc_max_ch_4":0.01838,"kurt_inten_ch_1":0.24903,"kurt_inten_ch_3":0.38344,"kurt_inten_ch_4":-0.99203,"length_ch_1":15.95405,"neighbor_avg_dist_ch_1":218.29805,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":92.20412,"perim_ch_1":48.08891,"shape_bfr_ch_1":0.64871,"shape_lwr_ch_1":1.05723,"shape_p_2_a_ch_1":1.13268,"skew_inten_ch_1":-0.66059,"skew_inten_ch_3":0.47058,"skew_inten_ch_4":0.01488,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":24307,"total_inten_ch_2":60756,"total_inten_ch_3":18944,"total_inten_ch_4":71532,"var_inten_ch_1":60.28452,"var_inten_ch_3":57.44925,"var_inten_ch_4":239.88525,"width_ch_1":15.09045}
{"case":"Train","class":"PS","angle_ch_1":13.45474,"area_ch_1":150,"avg_inten_ch_1":92.09722,"avg_inten_ch_2":7.63194,"avg_inten_ch_3":183.40278,"avg_inten_ch_4":3.70833,"convex_hull_area_ratio_ch_1":1.26667,"convex_hull_perim_ratio_ch_1":0.81623,"diff_inten_density_ch_1":122.30328,"diff_inten_density_ch_3":252.32787,"diff_inten_density_ch_4":8.19672,"entropy_inten_ch_1":6.21945,"entropy_inten_ch_3":4.15959,"entropy_inten_ch_4":3.12383,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":1.61483,"eq_ellipse_oblate_vol_ch_1":179.60901,"eq_ellipse_prolate_vol_ch_1":111.22501,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.85718,"fiber_align_2_ch_4":1.88509,"fiber_length_ch_1":29.10772,"fiber_width_ch_1":5.67167,"inten_cooc_asm_ch_3":0.17896,"inten_cooc_asm_ch_4":0.05771,"inten_cooc_contrast_ch_3":3.19018,"inten_cooc_contrast_ch_4":12.6662,"inten_cooc_entropy_ch_3":4.35115,"inten_cooc_entropy_ch_4":5.39236,"inten_cooc_max_ch_3":0.42276,"inten_cooc_max_ch_4":0.21951,"kurt_inten_ch_1":14.82431,"kurt_inten_ch_3":14.50847,"kurt_inten_ch_4":6.31528,"length_ch_1":20.06674,"neighbor_avg_dist_ch_1":228.09095,"neighbor_min_dist_ch_1":36.87136,"neighbor_var_dist_ch_1":97.39722,"perim_ch_1":69.55877,"shape_bfr_ch_1":0.51328,"shape_lwr_ch_1":1.36931,"shape_p_2_a_ch_1":2.33224,"skew_inten_ch_1":3.52846,"skew_inten_ch_3":3.44944,"skew_inten_ch_4":2.30539,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":13262,"total_inten_ch_2":956,"total_inten_ch_3":26410,"total_inten_ch_4":534,"var_inten_ch_1":152.63852,"var_inten_ch_3":388.58933,"var_inten_ch_4":5.35267,"width_ch_1":14.65459}
{"case":"Test","class":"WS","angle_ch_1":119.55978,"area_ch_1":366,"avg_inten_ch_1":46.17714,"avg_inten_ch_2":202.2,"avg_inten_ch_3":21.80286,"avg_inten_ch_4":71.14,"convex_hull_area_ratio_ch_1":1.08528,"convex_hull_perim_ratio_ch_1":0.92954,"diff_inten_density_ch_1":48.50995,"diff_inten_density_ch_3":19.049,"diff_inten_density_ch_4":53.683,"entropy_inten_ch_1":6.46857,"entropy_inten_ch_3":3.7159,"entropy_inten_ch_4":5.40699,"eq_circ_diam_ch_1":21.61266,"eq_ellipse_lwr_ch_1":1.25577,"eq_ellipse_oblate_vol_ch_1":600.17655,"eq_ellipse_prolate_vol_ch_1":477.93431,"eq_sphere_area_ch_1":1467.46032,"eq_sphere_vol_ch_1":5285.95379,"fiber_align_2_ch_3":1.70431,"fiber_align_2_ch_4":1.42349,"fiber_length_ch_1":24.42011,"fiber_width_ch_1":15.60254,"inten_cooc_asm_ch_3":0.27615,"inten_cooc_asm_ch_4":0.10722,"inten_cooc_contrast_ch_3":2.23537,"inten_cooc_contrast_ch_4":5.53052,"inten_cooc_entropy_ch_3":3.78568,"inten_cooc_entropy_ch_4":5.4385,"inten_cooc_max_ch_3":0.52454,"inten_cooc_max_ch_4":0.31902,"kurt_inten_ch_1":-0.47037,"kurt_inten_ch_3":4.03048,"kurt_inten_ch_4":-0.22385,"length_ch_1":24.52331,"neighbor_avg_dist_ch_1":223.82692,"neighbor_min_dist_ch_1":17.5248,"neighbor_var_dist_ch_1":126.6975,"perim_ch_1":80.04528,"shape_bfr_ch_1":0.7137,"shape_lwr_ch_1":1.16994,"shape_p_2_a_ch_1":1.33819,"skew_inten_ch_1":0.40615,"skew_inten_ch_3":1.90541,"skew_inten_ch_4":0.83393,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":16162,"total_inten_ch_2":70421,"total_inten_ch_3":7631,"total_inten_ch_4":24899,"var_inten_ch_1":28.73778,"var_inten_ch_3":35.05218,"var_inten_ch_4":76.87452,"width_ch_1":20.96111}
{"case":"Train","class":"PS","angle_ch_1":90.45663,"area_ch_1":450,"avg_inten_ch_1":37.23953,"avg_inten_ch_2":19.84186,"avg_inten_ch_3":73.26977,"avg_inten_ch_4":143.48605,"convex_hull_area_ratio_ch_1":1.66958,"convex_hull_perim_ratio_ch_1":0.66019,"diff_inten_density_ch_1":39.90695,"diff_inten_density_ch_3":53.67628,"diff_inten_density_ch_4":86.01966,"entropy_inten_ch_1":6.33212,"entropy_inten_ch_3":6.8729,"entropy_inten_ch_4":7.26034,"eq_circ_diam_ch_1":23.95568,"eq_ellipse_lwr_ch_1":1.69165,"eq_ellipse_oblate_vol_ch_1":948.59268,"eq_ellipse_prolate_vol_ch_1":560.74925,"eq_sphere_area_ch_1":1802.87982,"eq_sphere_vol_ch_1":7198.20116,"fiber_align_2_ch_3":1.64925,"fiber_align_2_ch_4":1.53892,"fiber_length_ch_1":75.308,"fiber_width_ch_1":6.36082,"inten_cooc_asm_ch_3":0.01002,"inten_cooc_asm_ch_4":0.01256,"inten_cooc_contrast_ch_3":8.64591,"inten_cooc_contrast_ch_4":7.35469,"inten_cooc_entropy_ch_3":7.24073,"inten_cooc_entropy_ch_4":7.04986,"inten_cooc_max_ch_3":0.06085,"inten_cooc_max_ch_4":0.07792,"kurt_inten_ch_1":0.38001,"kurt_inten_ch_3":0.2053,"kurt_inten_ch_4":-0.35349,"length_ch_1":39.9681,"neighbor_avg_dist_ch_1":213.14121,"neighbor_min_dist_ch_1":38.00527,"neighbor_var_dist_ch_1":75.48639,"perim_ch_1":163.33766,"shape_bfr_ch_1":0.39317,"shape_lwr_ch_1":1.39349,"shape_p_2_a_ch_1":4.43206,"skew_inten_ch_1":0.7961,"skew_inten_ch_3":0.87162,"skew_inten_ch_4":0.58996,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":10,"total_inten_ch_1":16013,"total_inten_ch_2":8103,"total_inten_ch_3":31506,"total_inten_ch_4":61699,"var_inten_ch_1":25.45348,"var_inten_ch_3":62.8175,"var_inten_ch_4":114.9313,"width_ch_1":28.68208}
{"case":"Train","class":"PS","angle_ch_1":44.629,"area_ch_1":300,"avg_inten_ch_1":42.49129,"avg_inten_ch_2":170.06272,"avg_inten_ch_3":71.55052,"avg_inten_ch_4":87.22648,"convex_hull_area_ratio_ch_1":1.13482,"convex_hull_perim_ratio_ch_1":0.85762,"diff_inten_density_ch_1":53.81071,"diff_inten_density_ch_3":66.59082,"diff_inten_density_ch_4":60.67495,"entropy_inten_ch_1":6.3697,"entropy_inten_ch_3":6.56887,"entropy_inten_ch_4":5.5118,"eq_circ_diam_ch_1":19.5711,"eq_ellipse_lwr_ch_1":1.18721,"eq_ellipse_oblate_vol_ch_1":433.32021,"eq_ellipse_prolate_vol_ch_1":364.98906,"eq_sphere_area_ch_1":1203.31746,"eq_sphere_vol_ch_1":3925.04049,"fiber_align_2_ch_3":1.66288,"fiber_align_2_ch_4":1.48348,"fiber_length_ch_1":32.11852,"fiber_width_ch_1":9.86391,"inten_cooc_asm_ch_3":0.00849,"inten_cooc_asm_ch_4":0.09009,"inten_cooc_contrast_ch_3":17.38397,"inten_cooc_contrast_ch_4":4.68887,"inten_cooc_entropy_ch_3":7.39135,"inten_cooc_entropy_ch_4":5.39159,"inten_cooc_max_ch_3":0.05703,"inten_cooc_max_ch_4":0.29278,"kurt_inten_ch_1":0.72519,"kurt_inten_ch_3":5.83458,"kurt_inten_ch_4":-0.01,"length_ch_1":25.3609,"neighbor_avg_dist_ch_1":200.20417,"neighbor_min_dist_ch_1":50.54136,"neighbor_var_dist_ch_1":75.54198,"perim_ch_1":83.96486,"shape_bfr_ch_1":0.54666,"shape_lwr_ch_1":1.16875,"shape_p_2_a_ch_1":1.77084,"skew_inten_ch_1":0.96436,"skew_inten_ch_3":1.93567,"skew_inten_ch_4":1.10106,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":12195,"total_inten_ch_2":48522,"total_inten_ch_3":20535,"total_inten_ch_4":25034,"var_inten_ch_1":32.25258,"var_inten_ch_3":69.02328,"var_inten_ch_4":104.38127,"width_ch_1":21.69907}
{"case":"Train","class":"PS","angle_ch_1":139.57958,"area_ch_1":213,"avg_inten_ch_1":127.87255,"avg_inten_ch_2":362.27941,"avg_inten_ch_3":204.66667,"avg_inten_ch_4":355.07353,"convex_hull_area_ratio_ch_1":1.01758,"convex_hull_perim_ratio_ch_1":0.97673,"diff_inten_density_ch_1":74.9893,"diff_inten_density_ch_3":127.48663,"diff_inten_density_ch_4":189.94652,"entropy_inten_ch_1":6.97437,"entropy_inten_ch_3":6.98947,"entropy_inten_ch_4":7.17494,"eq_circ_diam_ch_1":16.5002,"eq_ellipse_lwr_ch_1":1.31506,"eq_ellipse_oblate_vol_ch_1":273.30007,"eq_ellipse_prolate_vol_ch_1":207.82312,"eq_sphere_area_ch_1":855.31973,"eq_sphere_vol_ch_1":2352.1583,"fiber_align_2_ch_3":1.62848,"fiber_align_2_ch_4":1.33395,"fiber_length_ch_1":14.45001,"fiber_width_ch_1":14.45001,"inten_cooc_asm_ch_3":0.01195,"inten_cooc_asm_ch_4":0.01088,"inten_cooc_contrast_ch_3":9.14439,"inten_cooc_contrast_ch_4":7.90642,"inten_cooc_entropy_ch_3":6.93359,"inten_cooc_entropy_ch_4":6.92195,"inten_cooc_max_ch_3":0.06417,"inten_cooc_max_ch_4":0.05348,"kurt_inten_ch_1":-0.39283,"kurt_inten_ch_3":-0.54851,"kurt_inten_ch_4":-0.98003,"length_ch_1":20.32128,"neighbor_avg_dist_ch_1":235.13557,"neighbor_min_dist_ch_1":28.84891,"neighbor_var_dist_ch_1":112.45207,"perim_ch_1":57.80003,"shape_bfr_ch_1":0.6664,"shape_lwr_ch_1":1.28696,"shape_p_2_a_ch_1":1.18937,"skew_inten_ch_1":0.3938,"skew_inten_ch_3":0.43752,"skew_inten_ch_4":0.18689,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":26086,"total_inten_ch_2":73702,"total_inten_ch_3":41752,"total_inten_ch_4":72435,"var_inten_ch_1":65.46862,"var_inten_ch_3":145.1542,"var_inten_ch_4":238.61748,"width_ch_1":15.79008}
{"case":"Train","class":"PS","angle_ch_1":5.72096,"area_ch_1":265,"avg_inten_ch_1":155.8419,"avg_inten_ch_2":163.41502,"avg_inten_ch_3":326.51779,"avg_inten_ch_4":415.31225,"convex_hull_area_ratio_ch_1":1.44834,"convex_hull_perim_ratio_ch_1":0.69557,"diff_inten_density_ch_1":143.48402,"diff_inten_density_ch_3":274.41096,"diff_inten_density_ch_4":231.76712,"entropy_inten_ch_1":7.27421,"entropy_inten_ch_3":5.98757,"entropy_inten_ch_4":7.01489,"eq_circ_diam_ch_1":18.3753,"eq_ellipse_lwr_ch_1":1.73755,"eq_ellipse_oblate_vol_ch_1":433.88125,"eq_ellipse_prolate_vol_ch_1":249.70876,"eq_sphere_area_ch_1":1060.76417,"eq_sphere_vol_ch_1":3248.64367,"fiber_align_2_ch_3":1.72533,"fiber_align_2_ch_4":1.52243,"fiber_length_ch_1":51.90309,"fiber_width_ch_1":5.47286,"inten_cooc_asm_ch_3":0.06577,"inten_cooc_asm_ch_4":0.01704,"inten_cooc_contrast_ch_3":4.3503,"inten_cooc_contrast_ch_4":9.20808,"inten_cooc_entropy_ch_3":5.777,"inten_cooc_entropy_ch_4":6.83232,"inten_cooc_max_ch_3":0.24889,"inten_cooc_max_ch_4":0.10329,"kurt_inten_ch_1":4.97573,"kurt_inten_ch_3":3.18878,"kurt_inten_ch_4":-1.13781,"length_ch_1":30.66522,"neighbor_avg_dist_ch_1":284.63867,"neighbor_min_dist_ch_1":31.13795,"neighbor_var_dist_ch_1":131.65995,"perim_ch_1":114.75191,"shape_bfr_ch_1":0.44209,"shape_lwr_ch_1":1.56763,"shape_p_2_a_ch_1":3.68892,"skew_inten_ch_1":2.27096,"skew_inten_ch_3":1.90053,"skew_inten_ch_4":0.13583,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":39428,"total_inten_ch_2":41092,"total_inten_ch_3":82609,"total_inten_ch_4":105074,"var_inten_ch_1":187.01981,"var_inten_ch_3":449.98857,"var_inten_ch_4":301.90121,"width_ch_1":19.56147}
{"case":"Train","class":"WS","angle_ch_1":160.13551,"area_ch_1":323,"avg_inten_ch_1":113.34951,"avg_inten_ch_2":167.19417,"avg_inten_ch_3":26.99029,"avg_inten_ch_4":42.25566,"convex_hull_area_ratio_ch_1":1.14642,"convex_hull_perim_ratio_ch_1":0.94741,"diff_inten_density_ch_1":62.91197,"diff_inten_density_ch_3":31.32394,"diff_inten_density_ch_4":30.35563,"entropy_inten_ch_1":7.1206,"entropy_inten_ch_3":2.21533,"entropy_inten_ch_4":4.89809,"eq_circ_diam_ch_1":20.30736,"eq_ellipse_lwr_ch_1":2.85173,"eq_ellipse_oblate_vol_ch_1":750.26279,"eq_ellipse_prolate_vol_ch_1":263.09048,"eq_sphere_area_ch_1":1295.55782,"eq_sphere_vol_ch_1":4384.89315,"fiber_align_2_ch_3":1.73755,"fiber_align_2_ch_4":1.49668,"fiber_length_ch_1":34.13739,"fiber_width_ch_1":9.85628,"inten_cooc_asm_ch_3":0.48968,"inten_cooc_asm_ch_4":0.12429,"inten_cooc_contrast_ch_3":0.67477,"inten_cooc_contrast_ch_4":5.99888,"inten_cooc_entropy_ch_3":2.18916,"inten_cooc_entropy_ch_4":5.29866,"inten_cooc_max_ch_3":0.69759,"inten_cooc_max_ch_4":0.36082,"kurt_inten_ch_1":1.48588,"kurt_inten_ch_3":10.42679,"kurt_inten_ch_4":-1.2973,"length_ch_1":35.68296,"neighbor_avg_dist_ch_1":160.9267,"neighbor_min_dist_ch_1":24.99438,"neighbor_var_dist_ch_1":67.73772,"perim_ch_1":87.98734,"shape_bfr_ch_1":0.63307,"shape_lwr_ch_1":2.48873,"shape_p_2_a_ch_1":1.83098,"skew_inten_ch_1":0.81909,"skew_inten_ch_3":3.24408,"skew_inten_ch_4":0.44961,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":35025,"total_inten_ch_2":51355,"total_inten_ch_3":8340,"total_inten_ch_4":13057,"var_inten_ch_1":57.45003,"var_inten_ch_3":71.64238,"var_inten_ch_4":43.71727,"width_ch_1":14.3378}
{"case":"Test","class":"PS","angle_ch_1":22.75966,"area_ch_1":367,"avg_inten_ch_1":319.53846,"avg_inten_ch_2":327.69801,"avg_inten_ch_3":415.92308,"avg_inten_ch_4":60.94587,"convex_hull_area_ratio_ch_1":1.17847,"convex_hull_perim_ratio_ch_1":0.89624,"diff_inten_density_ch_1":131.77898,"diff_inten_density_ch_3":240.33849,"diff_inten_density_ch_4":48.00155,"entropy_inten_ch_1":7.70472,"entropy_inten_ch_3":7.60165,"entropy_inten_ch_4":6.65725,"eq_circ_diam_ch_1":21.64351,"eq_ellipse_lwr_ch_1":2.43479,"eq_ellipse_oblate_vol_ch_1":839.29251,"eq_ellipse_prolate_vol_ch_1":344.70779,"eq_sphere_area_ch_1":1471.65306,"eq_sphere_vol_ch_1":5308.62405,"fiber_align_2_ch_3":1.37098,"fiber_align_2_ch_4":1.21591,"fiber_length_ch_1":36.03996,"fiber_width_ch_1":10.67383,"inten_cooc_asm_ch_3":0.01556,"inten_cooc_asm_ch_4":0.00728,"inten_cooc_contrast_ch_3":5.191,"inten_cooc_contrast_ch_4":14.10344,"inten_cooc_entropy_ch_3":6.85111,"inten_cooc_entropy_ch_4":7.44595,"inten_cooc_max_ch_3":0.09657,"inten_cooc_max_ch_4":0.03738,"kurt_inten_ch_1":1.07198,"kurt_inten_ch_3":3.25705,"kurt_inten_ch_4":1.48187,"length_ch_1":33.31981,"neighbor_avg_dist_ch_1":179.44828,"neighbor_min_dist_ch_1":33.15942,"neighbor_var_dist_ch_1":81.98421,"perim_ch_1":93.42757,"shape_bfr_ch_1":0.65206,"shape_lwr_ch_1":1.96764,"shape_p_2_a_ch_1":1.80565,"skew_inten_ch_1":0.393,"skew_inten_ch_3":1.61855,"skew_inten_ch_4":1.19186,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":112158,"total_inten_ch_2":114672,"total_inten_ch_3":145989,"total_inten_ch_4":21392,"var_inten_ch_1":131.68796,"var_inten_ch_3":394.72709,"var_inten_ch_4":52.06521,"width_ch_1":16.93391}
{"case":"Test","class":"PS","angle_ch_1":101.89826,"area_ch_1":153,"avg_inten_ch_1":53.72603,"avg_inten_ch_2":289.41096,"avg_inten_ch_3":35.60959,"avg_inten_ch_4":103.19863,"convex_hull_area_ratio_ch_1":1.02,"convex_hull_perim_ratio_ch_1":0.98769,"diff_inten_density_ch_1":49.69925,"diff_inten_density_ch_3":39.96992,"diff_inten_density_ch_4":68.23308,"entropy_inten_ch_1":6.21333,"entropy_inten_ch_3":5.41233,"entropy_inten_ch_4":6.4276,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.31227,"eq_ellipse_oblate_vol_ch_1":165.29608,"eq_ellipse_prolate_vol_ch_1":125.96187,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.75904,"fiber_align_2_ch_4":1.71328,"fiber_length_ch_1":12.11006,"fiber_width_ch_1":12.11006,"inten_cooc_asm_ch_3":0.02007,"inten_cooc_asm_ch_4":0.00818,"inten_cooc_contrast_ch_3":11.21637,"inten_cooc_contrast_ch_4":17.03605,"inten_cooc_entropy_ch_3":6.44595,"inten_cooc_entropy_ch_4":7.15545,"inten_cooc_max_ch_3":0.10687,"inten_cooc_max_ch_4":0.03053,"kurt_inten_ch_1":4.23724,"kurt_inten_ch_3":6.17241,"kurt_inten_ch_4":-0.26683,"length_ch_1":16.71587,"neighbor_avg_dist_ch_1":259.12924,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":135.3292,"perim_ch_1":48.44023,"shape_bfr_ch_1":0.69722,"shape_lwr_ch_1":1.27303,"shape_p_2_a_ch_1":1.1876,"skew_inten_ch_1":1.7966,"skew_inten_ch_3":2.48038,"skew_inten_ch_4":0.33103,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":7844,"total_inten_ch_2":42109,"total_inten_ch_3":5199,"total_inten_ch_4":15067,"var_inten_ch_1":39.61865,"var_inten_ch_3":55.00777,"var_inten_ch_4":55.99249,"width_ch_1":13.13078}
{"case":"Train","class":"WS","angle_ch_1":64.38573,"area_ch_1":336,"avg_inten_ch_1":505.76324,"avg_inten_ch_2":454.02492,"avg_inten_ch_3":144.42056,"avg_inten_ch_4":522.24922,"convex_hull_area_ratio_ch_1":1.02994,"convex_hull_perim_ratio_ch_1":0.96861,"diff_inten_density_ch_1":170.81333,"diff_inten_density_ch_3":108.20667,"diff_inten_density_ch_4":469.13667,"entropy_inten_ch_1":7.89405,"entropy_inten_ch_3":6.72006,"entropy_inten_ch_4":6.10216,"eq_circ_diam_ch_1":20.69792,"eq_ellipse_lwr_ch_1":1.05862,"eq_ellipse_oblate_vol_ch_1":484.00415,"eq_ellipse_prolate_vol_ch_1":457.20304,"eq_sphere_area_ch_1":1345.87075,"eq_sphere_vol_ch_1":4642.78791,"fiber_align_2_ch_3":1.74963,"fiber_align_2_ch_4":1.17256,"fiber_length_ch_1":17.60173,"fiber_width_ch_1":17.60173,"inten_cooc_asm_ch_3":0.02778,"inten_cooc_asm_ch_4":0.06141,"inten_cooc_contrast_ch_3":4.56167,"inten_cooc_contrast_ch_4":4.99667,"inten_cooc_entropy_ch_3":6.44178,"inten_cooc_entropy_ch_4":5.77939,"inten_cooc_max_ch_3":0.14667,"inten_cooc_max_ch_4":0.24333,"kurt_inten_ch_1":0.5259,"kurt_inten_ch_3":7.11055,"kurt_inten_ch_4":2.29043,"length_ch_1":22.00472,"neighbor_avg_dist_ch_1":212.63554,"neighbor_min_dist_ch_1":19.66674,"neighbor_var_dist_ch_1":97.90804,"perim_ch_1":70.40692,"shape_bfr_ch_1":0.72531,"shape_lwr_ch_1":1.04379,"shape_p_2_a_ch_1":1.12677,"skew_inten_ch_1":-0.48969,"skew_inten_ch_3":2.50003,"skew_inten_ch_4":1.76103,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":162350,"total_inten_ch_2":145422,"total_inten_ch_3":46359,"total_inten_ch_4":167642,"var_inten_ch_1":182.15679,"var_inten_ch_3":196.86213,"var_inten_ch_4":744.95002,"width_ch_1":21.08152}
{"case":"Train","class":"WS","angle_ch_1":98.88437,"area_ch_1":221,"avg_inten_ch_1":64.26066,"avg_inten_ch_2":306.52607,"avg_inten_ch_3":43.92417,"avg_inten_ch_4":169.06161,"convex_hull_area_ratio_ch_1":1.04368,"convex_hull_perim_ratio_ch_1":0.98029,"diff_inten_density_ch_1":50.8863,"diff_inten_density_ch_3":39.58398,"diff_inten_density_ch_4":63.86305,"entropy_inten_ch_1":6.42327,"entropy_inten_ch_3":5.56768,"entropy_inten_ch_4":7.05866,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":2.26609,"eq_ellipse_oblate_vol_ch_1":377.38438,"eq_ellipse_prolate_vol_ch_1":166.53539,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.35857,"fiber_align_2_ch_4":1.25507,"fiber_length_ch_1":21.16192,"fiber_width_ch_1":10.77315,"inten_cooc_asm_ch_3":0.03593,"inten_cooc_asm_ch_4":0.00797,"inten_cooc_contrast_ch_3":8.972,"inten_cooc_contrast_ch_4":10.07828,"inten_cooc_entropy_ch_3":6.31509,"inten_cooc_entropy_ch_4":7.2192,"inten_cooc_max_ch_3":0.17553,"inten_cooc_max_ch_4":0.02128,"kurt_inten_ch_1":0.52858,"kurt_inten_ch_3":6.12009,"kurt_inten_ch_4":-0.79462,"length_ch_1":24.53004,"neighbor_avg_dist_ch_1":231.46387,"neighbor_min_dist_ch_1":30.23273,"neighbor_var_dist_ch_1":110.05141,"perim_ch_1":63.87013,"shape_bfr_ch_1":0.71485,"shape_lwr_ch_1":1.94487,"shape_p_2_a_ch_1":1.42392,"skew_inten_ch_1":0.37989,"skew_inten_ch_3":1.96471,"skew_inten_ch_4":0.33807,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":13559,"total_inten_ch_2":64467,"total_inten_ch_3":9268,"total_inten_ch_4":35672,"var_inten_ch_1":33.11209,"var_inten_ch_3":49.3239,"var_inten_ch_4":76.98877,"width_ch_1":12.61266}
{"case":"Test","class":"WS","angle_ch_1":104.90191,"area_ch_1":286,"avg_inten_ch_1":318.59341,"avg_inten_ch_2":309.91941,"avg_inten_ch_3":2.09524,"avg_inten_ch_4":106.19048,"convex_hull_area_ratio_ch_1":1.0177,"convex_hull_perim_ratio_ch_1":0.97885,"diff_inten_density_ch_1":112.16306,"diff_inten_density_ch_3":6.00196,"diff_inten_density_ch_4":48.75639,"entropy_inten_ch_1":7.67227,"entropy_inten_ch_3":2.16217,"entropy_inten_ch_4":6.59009,"eq_circ_diam_ch_1":19.08779,"eq_ellipse_lwr_ch_1":1.21471,"eq_ellipse_oblate_vol_ch_1":406.63236,"eq_ellipse_prolate_vol_ch_1":334.75657,"eq_sphere_area_ch_1":1144.61905,"eq_sphere_vol_ch_1":3641.37383,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.41294,"fiber_length_ch_1":16.09174,"fiber_width_ch_1":16.09174,"inten_cooc_asm_ch_3":0.27756,"inten_cooc_asm_ch_4":0.02287,"inten_cooc_contrast_ch_3":5.78641,"inten_cooc_contrast_ch_4":5.39229,"inten_cooc_entropy_ch_3":3.4908,"inten_cooc_entropy_ch_4":6.61493,"inten_cooc_max_ch_3":0.51953,"inten_cooc_max_ch_4":0.12648,"kurt_inten_ch_1":-0.84074,"kurt_inten_ch_3":3.85962,"kurt_inten_ch_4":-1.17279,"length_ch_1":21.36725,"neighbor_avg_dist_ch_1":205.94128,"neighbor_min_dist_ch_1":32.05031,"neighbor_var_dist_ch_1":84.3685,"perim_ch_1":64.36696,"shape_bfr_ch_1":0.73844,"shape_lwr_ch_1":1.17818,"shape_p_2_a_ch_1":1.11341,"skew_inten_ch_1":0.09219,"skew_inten_ch_3":2.07258,"skew_inten_ch_4":0.13946,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":86976,"total_inten_ch_2":84336,"total_inten_ch_3":572,"total_inten_ch_4":28990,"var_inten_ch_1":171.73056,"var_inten_ch_3":3.88739,"var_inten_ch_4":78.14118,"width_ch_1":18.13584}
{"case":"Train","class":"PS","angle_ch_1":94.75246,"area_ch_1":184,"avg_inten_ch_1":61.10227,"avg_inten_ch_2":432.76705,"avg_inten_ch_3":4.32955,"avg_inten_ch_4":63.76705,"convex_hull_area_ratio_ch_1":1.04775,"convex_hull_perim_ratio_ch_1":0.96125,"diff_inten_density_ch_1":52.72785,"diff_inten_density_ch_3":9.40506,"diff_inten_density_ch_4":56.18987,"entropy_inten_ch_1":6.34271,"entropy_inten_ch_3":1.89911,"entropy_inten_ch_4":4.86888,"eq_circ_diam_ch_1":15.32606,"eq_ellipse_lwr_ch_1":2.74637,"eq_ellipse_oblate_vol_ch_1":316.49736,"eq_ellipse_prolate_vol_ch_1":115.24206,"eq_sphere_area_ch_1":737.9229,"eq_sphere_vol_ch_1":1884.90861,"fiber_align_2_ch_3":1.75668,"fiber_align_2_ch_4":1.71731,"fiber_length_ch_1":24.21474,"fiber_width_ch_1":7.93236,"inten_cooc_asm_ch_3":0.42009,"inten_cooc_asm_ch_4":0.09999,"inten_cooc_contrast_ch_3":2.04686,"inten_cooc_contrast_ch_4":6.22434,"inten_cooc_entropy_ch_3":2.48527,"inten_cooc_entropy_ch_4":5.33118,"inten_cooc_max_ch_3":0.64848,"inten_cooc_max_ch_4":0.31126,"kurt_inten_ch_1":-0.20537,"kurt_inten_ch_3":28.93905,"kurt_inten_ch_4":-0.68641,"length_ch_1":25.76171,"neighbor_avg_dist_ch_1":314.57806,"neighbor_min_dist_ch_1":61.85369,"neighbor_var_dist_ch_1":115.59656,"perim_ch_1":64.2942,"shape_bfr_ch_1":0.70203,"shape_lwr_ch_1":2.52554,"shape_p_2_a_ch_1":1.71257,"skew_inten_ch_1":0.30678,"skew_inten_ch_3":5.08856,"skew_inten_ch_4":0.73892,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10754,"total_inten_ch_2":75992,"total_inten_ch_3":762,"total_inten_ch_4":11223,"var_inten_ch_1":29.50136,"var_inten_ch_3":14.02694,"var_inten_ch_4":69.98764,"width_ch_1":10.20049}
{"case":"Train","class":"PS","angle_ch_1":138.69671,"area_ch_1":457,"avg_inten_ch_1":21.56193,"avg_inten_ch_2":17.43807,"avg_inten_ch_3":19.95413,"avg_inten_ch_4":22.09862,"convex_hull_area_ratio_ch_1":1.43584,"convex_hull_perim_ratio_ch_1":0.70751,"diff_inten_density_ch_1":35.66921,"diff_inten_density_ch_3":23.49109,"diff_inten_density_ch_4":21.47328,"entropy_inten_ch_1":5.59779,"entropy_inten_ch_3":5.39081,"entropy_inten_ch_4":5.52198,"eq_circ_diam_ch_1":24.12223,"eq_ellipse_lwr_ch_1":1.40102,"eq_ellipse_oblate_vol_ch_1":881.40094,"eq_ellipse_prolate_vol_ch_1":629.11358,"eq_sphere_area_ch_1":1828.03628,"eq_sphere_vol_ch_1":7349.38553,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.57617,"fiber_length_ch_1":62.30208,"fiber_width_ch_1":7.7686,"inten_cooc_asm_ch_3":0.0069,"inten_cooc_asm_ch_4":0.00685,"inten_cooc_contrast_ch_3":28.36033,"inten_cooc_contrast_ch_4":21.06169,"inten_cooc_entropy_ch_3":7.69818,"inten_cooc_entropy_ch_4":7.64571,"inten_cooc_max_ch_3":0.04381,"inten_cooc_max_ch_4":0.0402,"kurt_inten_ch_1":-0.18273,"kurt_inten_ch_3":-0.38568,"kurt_inten_ch_4":-0.42782,"length_ch_1":34.65465,"neighbor_avg_dist_ch_1":236.02658,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":97.26652,"perim_ch_1":140.14135,"shape_bfr_ch_1":0.48077,"shape_lwr_ch_1":1.26337,"shape_p_2_a_ch_1":3.22905,"skew_inten_ch_1":0.53242,"skew_inten_ch_3":0.43691,"skew_inten_ch_4":0.42076,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":12,"total_inten_ch_1":9401,"total_inten_ch_2":7168,"total_inten_ch_3":8700,"total_inten_ch_4":9635,"var_inten_ch_1":16.0559,"var_inten_ch_3":14.55006,"var_inten_ch_4":15.73335,"width_ch_1":27.43029}
{"case":"Train","class":"WS","angle_ch_1":176.50045,"area_ch_1":280,"avg_inten_ch_1":124.47015,"avg_inten_ch_2":251.6903,"avg_inten_ch_3":52.70149,"avg_inten_ch_4":132.08209,"convex_hull_area_ratio_ch_1":1.02182,"convex_hull_perim_ratio_ch_1":0.97654,"diff_inten_density_ch_1":58.132,"diff_inten_density_ch_3":45.872,"diff_inten_density_ch_4":66.012,"entropy_inten_ch_1":6.92763,"entropy_inten_ch_3":5.87406,"entropy_inten_ch_4":7.17631,"eq_circ_diam_ch_1":18.91218,"eq_ellipse_lwr_ch_1":1.27818,"eq_ellipse_oblate_vol_ch_1":405.71319,"eq_ellipse_prolate_vol_ch_1":317.41566,"eq_sphere_area_ch_1":1123.65533,"eq_sphere_vol_ch_1":3541.79554,"fiber_align_2_ch_3":1.35874,"fiber_align_2_ch_4":1.42184,"fiber_length_ch_1":16.3295,"fiber_width_ch_1":16.3295,"inten_cooc_asm_ch_3":0.03839,"inten_cooc_asm_ch_4":0.00827,"inten_cooc_contrast_ch_3":9.58042,"inten_cooc_contrast_ch_4":7.90163,"inten_cooc_entropy_ch_3":6.38707,"inten_cooc_entropy_ch_4":7.1874,"inten_cooc_max_ch_3":0.18651,"inten_cooc_max_ch_4":0.02823,"kurt_inten_ch_1":-0.31919,"kurt_inten_ch_3":2.58465,"kurt_inten_ch_4":-0.74715,"length_ch_1":20.87547,"neighbor_avg_dist_ch_1":253.83388,"neighbor_min_dist_ch_1":24.6566,"neighbor_var_dist_ch_1":120.58557,"perim_ch_1":65.31801,"shape_bfr_ch_1":0.80157,"shape_lwr_ch_1":1.24349,"shape_p_2_a_ch_1":1.17783,"skew_inten_ch_1":-0.26362,"skew_inten_ch_3":1.50826,"skew_inten_ch_4":0.16736,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":33358,"total_inten_ch_2":67186,"total_inten_ch_3":14124,"total_inten_ch_4":35398,"var_inten_ch_1":50.3179,"var_inten_ch_3":57.87448,"var_inten_ch_4":83.01897,"width_ch_1":16.78786}
{"case":"Train","class":"PS","angle_ch_1":168.57862,"area_ch_1":280,"avg_inten_ch_1":94.51493,"avg_inten_ch_2":127.47761,"avg_inten_ch_3":204.91791,"avg_inten_ch_4":174.01493,"convex_hull_area_ratio_ch_1":1.53497,"convex_hull_perim_ratio_ch_1":0.83982,"diff_inten_density_ch_1":64.24313,"diff_inten_density_ch_3":104.73784,"diff_inten_density_ch_4":87.61311,"entropy_inten_ch_1":7.05327,"entropy_inten_ch_3":7.44565,"entropy_inten_ch_4":5.64938,"eq_circ_diam_ch_1":18.91218,"eq_ellipse_lwr_ch_1":2.34617,"eq_ellipse_oblate_vol_ch_1":549.67183,"eq_ellipse_prolate_vol_ch_1":234.28474,"eq_sphere_area_ch_1":1123.65533,"eq_sphere_vol_ch_1":3541.79554,"fiber_align_2_ch_3":1.64261,"fiber_align_2_ch_4":1.14385,"fiber_length_ch_1":46.5394,"fiber_width_ch_1":6.44145,"inten_cooc_asm_ch_3":0.0081,"inten_cooc_asm_ch_4":0.09031,"inten_cooc_contrast_ch_3":12.69724,"inten_cooc_contrast_ch_4":2.50814,"inten_cooc_entropy_ch_3":7.30043,"inten_cooc_entropy_ch_4":5.11352,"inten_cooc_max_ch_3":0.03478,"inten_cooc_max_ch_4":0.29218,"kurt_inten_ch_1":-0.55571,"kurt_inten_ch_3":-0.22205,"kurt_inten_ch_4":-1.08218,"length_ch_1":35.34678,"neighbor_avg_dist_ch_1":270.4183,"neighbor_min_dist_ch_1":44.45031,"neighbor_var_dist_ch_1":116.70515,"perim_ch_1":105.9617,"shape_bfr_ch_1":0.41264,"shape_lwr_ch_1":1.83527,"shape_p_2_a_ch_1":2.98044,"skew_inten_ch_1":0.41214,"skew_inten_ch_3":0.59933,"skew_inten_ch_4":0.63125,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":25330,"total_inten_ch_2":33897,"total_inten_ch_3":54918,"total_inten_ch_4":46636,"var_inten_ch_1":57.10971,"var_inten_ch_3":120.11369,"var_inten_ch_4":189.11402,"width_ch_1":19.25976}
{"case":"Train","class":"PS","angle_ch_1":84.81561,"area_ch_1":430,"avg_inten_ch_1":760.04623,"avg_inten_ch_2":382.77372,"avg_inten_ch_3":154.74453,"avg_inten_ch_4":222.88808,"convex_hull_area_ratio_ch_1":1.15888,"convex_hull_perim_ratio_ch_1":0.90496,"diff_inten_density_ch_1":237.91503,"diff_inten_density_ch_3":130.78039,"diff_inten_density_ch_4":142.83268,"entropy_inten_ch_1":8.46705,"entropy_inten_ch_3":4.75117,"entropy_inten_ch_4":6.2531,"eq_circ_diam_ch_1":23.42044,"eq_ellipse_lwr_ch_1":1.32735,"eq_ellipse_oblate_vol_ch_1":785.19363,"eq_ellipse_prolate_vol_ch_1":591.55046,"eq_sphere_area_ch_1":1723.21769,"eq_sphere_vol_ch_1":6726.42073,"fiber_align_2_ch_3":1.18361,"fiber_align_2_ch_4":1.32208,"fiber_length_ch_1":35.53784,"fiber_width_ch_1":12.62383,"inten_cooc_asm_ch_3":0.20072,"inten_cooc_asm_ch_4":0.07396,"inten_cooc_contrast_ch_3":2.01339,"inten_cooc_contrast_ch_4":5.34719,"inten_cooc_entropy_ch_3":4.27837,"inten_cooc_entropy_ch_4":5.82009,"inten_cooc_max_ch_3":0.44648,"inten_cooc_max_ch_4":0.26893,"kurt_inten_ch_1":-1.04779,"kurt_inten_ch_3":6.106,"kurt_inten_ch_4":-0.84657,"length_ch_1":30.30912,"neighbor_avg_dist_ch_1":176.88446,"neighbor_min_dist_ch_1":27.2033,"neighbor_var_dist_ch_1":83.61397,"perim_ch_1":96.32334,"shape_bfr_ch_1":0.61091,"shape_lwr_ch_1":1.30271,"shape_p_2_a_ch_1":1.64577,"skew_inten_ch_1":0.02336,"skew_inten_ch_3":2.39911,"skew_inten_ch_4":0.57259,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":9,"total_inten_ch_1":312379,"total_inten_ch_2":156910,"total_inten_ch_3":63600,"total_inten_ch_4":91607,"var_inten_ch_1":386.63736,"var_inten_ch_3":271.30527,"var_inten_ch_4":219.28811,"width_ch_1":23.26626}
{"case":"Train","class":"WS","angle_ch_1":148.15796,"area_ch_1":308,"avg_inten_ch_1":118.7619,"avg_inten_ch_2":197.18707,"avg_inten_ch_3":70.02721,"avg_inten_ch_4":112.69728,"convex_hull_area_ratio_ch_1":1.0659,"convex_hull_perim_ratio_ch_1":0.96752,"diff_inten_density_ch_1":65.24863,"diff_inten_density_ch_3":62.95247,"diff_inten_density_ch_4":86.20658,"entropy_inten_ch_1":7.0622,"entropy_inten_ch_3":3.4331,"entropy_inten_ch_4":6.32355,"eq_circ_diam_ch_1":19.80833,"eq_ellipse_lwr_ch_1":1.4747,"eq_ellipse_oblate_vol_ch_1":500.71858,"eq_ellipse_prolate_vol_ch_1":339.54034,"eq_sphere_area_ch_1":1232.66667,"eq_sphere_vol_ch_1":4069.51161,"fiber_align_2_ch_3":1.66776,"fiber_align_2_ch_4":1.63936,"fiber_length_ch_1":21.44268,"fiber_width_ch_1":14.83604,"inten_cooc_asm_ch_3":0.37345,"inten_cooc_asm_ch_4":0.04138,"inten_cooc_contrast_ch_3":0.98528,"inten_cooc_contrast_ch_4":9.36614,"inten_cooc_entropy_ch_3":3.02434,"inten_cooc_entropy_ch_4":6.47104,"inten_cooc_max_ch_3":0.61029,"inten_cooc_max_ch_4":0.19636,"kurt_inten_ch_1":0.93543,"kurt_inten_ch_3":8.97372,"kurt_inten_ch_4":-0.0816,"length_ch_1":26.15594,"neighbor_avg_dist_ch_1":245.79536,"neighbor_min_dist_ch_1":25.099,"neighbor_var_dist_ch_1":120.74489,"perim_ch_1":72.55744,"shape_bfr_ch_1":0.62839,"shape_lwr_ch_1":1.39502,"shape_p_2_a_ch_1":1.3169,"skew_inten_ch_1":0.55707,"skew_inten_ch_3":2.97247,"skew_inten_ch_4":0.77778,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":34916,"total_inten_ch_2":57680,"total_inten_ch_3":20588,"total_inten_ch_4":33133,"var_inten_ch_1":48.97651,"var_inten_ch_3":156.19981,"var_inten_ch_4":104.81162,"width_ch_1":18.74944}
{"case":"Train","class":"PS","angle_ch_1":31.06687,"area_ch_1":404,"avg_inten_ch_1":93.39896,"avg_inten_ch_2":35.55181,"avg_inten_ch_3":228.76943,"avg_inten_ch_4":105.88601,"convex_hull_area_ratio_ch_1":2.01333,"convex_hull_perim_ratio_ch_1":0.74099,"diff_inten_density_ch_1":70.19523,"diff_inten_density_ch_3":167.08942,"diff_inten_density_ch_4":71.91505,"entropy_inten_ch_1":7.29162,"entropy_inten_ch_3":7.73055,"entropy_inten_ch_4":6.50431,"eq_circ_diam_ch_1":22.69697,"eq_ellipse_lwr_ch_1":2.44989,"eq_ellipse_oblate_vol_ch_1":970.90209,"eq_ellipse_prolate_vol_ch_1":396.30502,"eq_sphere_area_ch_1":1618.39909,"eq_sphere_vol_ch_1":6122.12585,"fiber_align_2_ch_3":1.64658,"fiber_align_2_ch_4":1.7413,"fiber_length_ch_1":80.93014,"fiber_width_ch_1":5.34583,"inten_cooc_asm_ch_3":0.00853,"inten_cooc_asm_ch_4":0.032,"inten_cooc_contrast_ch_3":10.57811,"inten_cooc_contrast_ch_4":7.0514,"inten_cooc_entropy_ch_3":7.2851,"inten_cooc_entropy_ch_4":6.40783,"inten_cooc_max_ch_3":0.04204,"inten_cooc_max_ch_4":0.16272,"kurt_inten_ch_1":0.06003,"kurt_inten_ch_3":0.41743,"kurt_inten_ch_4":-0.12855,"length_ch_1":49.34317,"neighbor_avg_dist_ch_1":286.7861,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":122.99978,"perim_ch_1":172.55194,"shape_bfr_ch_1":0.29197,"shape_lwr_ch_1":1.75697,"shape_p_2_a_ch_1":5.47648,"skew_inten_ch_1":0.92384,"skew_inten_ch_3":1.01806,"skew_inten_ch_4":0.96735,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":36052,"total_inten_ch_2":13338,"total_inten_ch_3":88305,"total_inten_ch_4":40872,"var_inten_ch_1":77.76467,"var_inten_ch_3":205.65483,"var_inten_ch_4":109.25564,"width_ch_1":28.08421}
{"case":"Test","class":"WS","angle_ch_1":35.04303,"area_ch_1":228,"avg_inten_ch_1":123.44954,"avg_inten_ch_2":348.9633,"avg_inten_ch_3":213.22477,"avg_inten_ch_4":360.21101,"convex_hull_area_ratio_ch_1":1.03663,"convex_hull_perim_ratio_ch_1":0.96967,"diff_inten_density_ch_1":101.71642,"diff_inten_density_ch_3":183.10448,"diff_inten_density_ch_4":193.99005,"entropy_inten_ch_1":7.04119,"entropy_inten_ch_3":6.03889,"entropy_inten_ch_4":7.23261,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":1.18973,"eq_ellipse_oblate_vol_ch_1":287.16482,"eq_ellipse_prolate_vol_ch_1":241.36892,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.68022,"fiber_align_2_ch_4":1.32558,"fiber_length_ch_1":15.04974,"fiber_width_ch_1":15.04974,"inten_cooc_asm_ch_3":0.05578,"inten_cooc_asm_ch_4":0.00846,"inten_cooc_contrast_ch_3":7.47225,"inten_cooc_contrast_ch_4":10.16683,"inten_cooc_entropy_ch_3":6.02241,"inten_cooc_entropy_ch_4":7.19757,"inten_cooc_max_ch_3":0.225,"inten_cooc_max_ch_4":0.035,"kurt_inten_ch_1":1.54921,"kurt_inten_ch_3":1.54569,"kurt_inten_ch_4":-0.31556,"length_ch_1":20.80329,"neighbor_avg_dist_ch_1":217.34492,"neighbor_min_dist_ch_1":22.54707,"neighbor_var_dist_ch_1":88.16896,"perim_ch_1":60.19897,"shape_bfr_ch_1":0.63579,"shape_lwr_ch_1":1.20416,"shape_p_2_a_ch_1":1.22141,"skew_inten_ch_1":1.49578,"skew_inten_ch_3":1.53263,"skew_inten_ch_4":0.58501,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":26912,"total_inten_ch_2":75857,"total_inten_ch_3":46483,"total_inten_ch_4":78526,"var_inten_ch_1":113.54997,"var_inten_ch_3":262.78779,"var_inten_ch_4":243.547,"width_ch_1":17.27612}
{"case":"Test","class":"PS","angle_ch_1":1.6258,"area_ch_1":318,"avg_inten_ch_1":66.03947,"avg_inten_ch_2":6.76316,"avg_inten_ch_3":119.64474,"avg_inten_ch_4":2.55263,"convex_hull_area_ratio_ch_1":1.35893,"convex_hull_perim_ratio_ch_1":0.90635,"diff_inten_density_ch_1":90.12687,"diff_inten_density_ch_3":165.51493,"diff_inten_density_ch_4":6.91045,"entropy_inten_ch_1":6.64683,"entropy_inten_ch_3":6.54357,"entropy_inten_ch_4":2.91147,"eq_circ_diam_ch_1":20.14239,"eq_ellipse_lwr_ch_1":7.49281,"eq_ellipse_oblate_vol_ch_1":1186.73642,"eq_ellipse_prolate_vol_ch_1":158.38337,"eq_sphere_area_ch_1":1274.5941,"eq_sphere_vol_ch_1":4278.89541,"fiber_align_2_ch_3":1.79859,"fiber_align_2_ch_4":1,"fiber_length_ch_1":58.2545,"fiber_width_ch_1":5.73984,"inten_cooc_asm_ch_3":0.01638,"inten_cooc_asm_ch_4":0.04562,"inten_cooc_contrast_ch_3":15.74286,"inten_cooc_contrast_ch_4":11.4332,"inten_cooc_entropy_ch_3":6.92666,"inten_cooc_entropy_ch_4":5.36608,"inten_cooc_max_ch_3":0.10954,"inten_cooc_max_ch_4":0.17314,"kurt_inten_ch_1":9.72973,"kurt_inten_ch_3":7.76455,"kurt_inten_ch_4":4.06681,"length_ch_1":52.3385,"neighbor_avg_dist_ch_1":275.49173,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":120.05644,"perim_ch_1":127.98867,"shape_bfr_ch_1":0.60521,"shape_lwr_ch_1":5.20279,"shape_p_2_a_ch_1":3.89854,"skew_inten_ch_1":2.69947,"skew_inten_ch_3":2.52894,"skew_inten_ch_4":1.73635,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":20076,"total_inten_ch_2":1753,"total_inten_ch_3":36372,"total_inten_ch_4":776,"var_inten_ch_1":79.52105,"var_inten_ch_3":172.9925,"var_inten_ch_4":3.11995,"width_ch_1":10.05969}
{"case":"Test","class":"PS","angle_ch_1":167.11697,"area_ch_1":202,"avg_inten_ch_1":101.63731,"avg_inten_ch_2":330.99482,"avg_inten_ch_3":72.29016,"avg_inten_ch_4":377.56995,"convex_hull_area_ratio_ch_1":1.02596,"convex_hull_perim_ratio_ch_1":0.98,"diff_inten_density_ch_1":55.32955,"diff_inten_density_ch_3":45.51705,"diff_inten_density_ch_4":168.21591,"entropy_inten_ch_1":6.63817,"entropy_inten_ch_3":5.29996,"entropy_inten_ch_4":6.73567,"eq_circ_diam_ch_1":16.04918,"eq_ellipse_lwr_ch_1":1.3758,"eq_ellipse_oblate_vol_ch_1":257.23805,"eq_ellipse_prolate_vol_ch_1":186.9734,"eq_sphere_area_ch_1":809.19955,"eq_sphere_vol_ch_1":2164.49835,"fiber_align_2_ch_3":1.64978,"fiber_align_2_ch_4":1.31998,"fiber_length_ch_1":14.45001,"fiber_width_ch_1":14.45001,"inten_cooc_asm_ch_3":0.08665,"inten_cooc_asm_ch_4":0.02222,"inten_cooc_contrast_ch_3":4.68652,"inten_cooc_contrast_ch_4":6.10729,"inten_cooc_entropy_ch_3":5.49355,"inten_cooc_entropy_ch_4":6.53149,"inten_cooc_max_ch_3":0.2931,"inten_cooc_max_ch_4":0.11798,"kurt_inten_ch_1":-0.22106,"kurt_inten_ch_3":3.61559,"kurt_inten_ch_4":-1.39253,"length_ch_1":20.33233,"neighbor_avg_dist_ch_1":268.67018,"neighbor_min_dist_ch_1":19.12634,"neighbor_var_dist_ch_1":116.523,"perim_ch_1":57.80003,"shape_bfr_ch_1":0.62978,"shape_lwr_ch_1":1.28696,"shape_p_2_a_ch_1":1.25406,"skew_inten_ch_1":-0.02551,"skew_inten_ch_3":1.38206,"skew_inten_ch_4":-0.05698,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":19616,"total_inten_ch_2":63690,"total_inten_ch_3":13952,"total_inten_ch_4":72871,"var_inten_ch_1":42.75176,"var_inten_ch_3":74.38584,"var_inten_ch_4":270.95947,"width_ch_1":15.79868}
{"case":"Train","class":"PS","angle_ch_1":9.12133,"area_ch_1":183,"avg_inten_ch_1":29.34286,"avg_inten_ch_2":5.36,"avg_inten_ch_3":6.94286,"avg_inten_ch_4":1.83429,"convex_hull_area_ratio_ch_1":1.0847,"convex_hull_perim_ratio_ch_1":0.93557,"diff_inten_density_ch_1":41.84177,"diff_inten_density_ch_3":12.49367,"diff_inten_density_ch_4":5.74684,"entropy_inten_ch_1":5.692,"entropy_inten_ch_3":3.29672,"entropy_inten_ch_4":2.39041,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":1.5746,"eq_ellipse_oblate_vol_ch_1":237.60924,"eq_ellipse_prolate_vol_ch_1":150.90163,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.97852,"fiber_align_2_ch_4":1,"fiber_length_ch_1":19.40038,"fiber_width_ch_1":9.88734,"inten_cooc_asm_ch_3":0.15637,"inten_cooc_asm_ch_4":0.10829,"inten_cooc_contrast_ch_3":7.75949,"inten_cooc_contrast_ch_4":8.06646,"inten_cooc_entropy_ch_3":4.66418,"inten_cooc_entropy_ch_4":4.35593,"inten_cooc_max_ch_3":0.39241,"inten_cooc_max_ch_4":0.29747,"kurt_inten_ch_1":1.22339,"kurt_inten_ch_3":18.19641,"kurt_inten_ch_4":2.41734,"length_ch_1":18.80768,"neighbor_avg_dist_ch_1":222.89075,"neighbor_min_dist_ch_1":23.54762,"neighbor_var_dist_ch_1":105.4912,"perim_ch_1":58.57542,"shape_bfr_ch_1":0.73723,"shape_lwr_ch_1":1.42166,"shape_p_2_a_ch_1":1.42341,"skew_inten_ch_1":1.01575,"skew_inten_ch_3":3.73833,"skew_inten_ch_4":1.65969,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5135,"total_inten_ch_2":764,"total_inten_ch_3":1215,"total_inten_ch_4":321,"var_inten_ch_1":21.95078,"var_inten_ch_3":14.08047,"var_inten_ch_4":2.65135,"width_ch_1":13.2294}
{"case":"Train","class":"WS","angle_ch_1":68.96151,"area_ch_1":266,"avg_inten_ch_1":234.79528,"avg_inten_ch_2":298.91339,"avg_inten_ch_3":75.50394,"avg_inten_ch_4":288.22047,"convex_hull_area_ratio_ch_1":1.16886,"convex_hull_perim_ratio_ch_1":0.93416,"diff_inten_density_ch_1":97.30172,"diff_inten_density_ch_3":37.40948,"diff_inten_density_ch_4":135.83621,"entropy_inten_ch_1":7.51079,"entropy_inten_ch_3":6.71924,"entropy_inten_ch_4":7.44924,"eq_circ_diam_ch_1":18.41158,"eq_ellipse_lwr_ch_1":1.23185,"eq_ellipse_oblate_vol_ch_1":367.4942,"eq_ellipse_prolate_vol_ch_1":298.32783,"eq_sphere_area_ch_1":1064.95692,"eq_sphere_vol_ch_1":3267.92342,"fiber_align_2_ch_3":1.21725,"fiber_align_2_ch_4":1.21999,"fiber_length_ch_1":27.32982,"fiber_width_ch_1":10.22113,"inten_cooc_asm_ch_3":0.00819,"inten_cooc_asm_ch_4":0.00891,"inten_cooc_contrast_ch_3":12.23922,"inten_cooc_contrast_ch_4":5.93103,"inten_cooc_entropy_ch_3":7.24418,"inten_cooc_entropy_ch_4":7.11539,"inten_cooc_max_ch_3":0.03017,"inten_cooc_max_ch_4":0.0431,"kurt_inten_ch_1":-1.09279,"kurt_inten_ch_3":0.58304,"kurt_inten_ch_4":-0.36343,"length_ch_1":22.49253,"neighbor_avg_dist_ch_1":184.84627,"neighbor_min_dist_ch_1":33.01687,"neighbor_var_dist_ch_1":90.80528,"perim_ch_1":75.10189,"shape_bfr_ch_1":0.53678,"shape_lwr_ch_1":1.02,"shape_p_2_a_ch_1":1.60677,"skew_inten_ch_1":0.10491,"skew_inten_ch_3":0.90525,"skew_inten_ch_4":0.46269,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":59638,"total_inten_ch_2":75671,"total_inten_ch_3":19178,"total_inten_ch_4":73208,"var_inten_ch_1":132.09012,"var_inten_ch_3":44.5466,"var_inten_ch_4":193.3403,"width_ch_1":22.05158}
{"case":"Train","class":"PS","angle_ch_1":84.43158,"area_ch_1":227,"avg_inten_ch_1":24.62673,"avg_inten_ch_2":218.57604,"avg_inten_ch_3":36.98157,"avg_inten_ch_4":35.4424,"convex_hull_area_ratio_ch_1":1.24086,"convex_hull_perim_ratio_ch_1":0.78512,"diff_inten_density_ch_1":40.95822,"diff_inten_density_ch_3":41,"diff_inten_density_ch_4":29.10966,"entropy_inten_ch_1":5.66131,"entropy_inten_ch_3":5.68053,"entropy_inten_ch_4":5.47031,"eq_circ_diam_ch_1":17.01783,"eq_ellipse_lwr_ch_1":1.58329,"eq_ellipse_oblate_vol_ch_1":328.99697,"eq_ellipse_prolate_vol_ch_1":207.79276,"eq_sphere_area_ch_1":909.8254,"eq_sphere_vol_ch_1":2580.54179,"fiber_align_2_ch_3":1.45862,"fiber_align_2_ch_4":1.35982,"fiber_length_ch_1":35.28843,"fiber_width_ch_1":6.90604,"inten_cooc_asm_ch_3":0.02206,"inten_cooc_asm_ch_4":0.02864,"inten_cooc_contrast_ch_3":18.31442,"inten_cooc_contrast_ch_4":8.93884,"inten_cooc_entropy_ch_3":6.87886,"inten_cooc_entropy_ch_4":6.48386,"inten_cooc_max_ch_3":0.12821,"inten_cooc_max_ch_4":0.15385,"kurt_inten_ch_1":0.51048,"kurt_inten_ch_3":1.49166,"kurt_inten_ch_4":-1.07386,"length_ch_1":25.87183,"neighbor_avg_dist_ch_1":246.3222,"neighbor_min_dist_ch_1":29.28167,"neighbor_var_dist_ch_1":120.63774,"perim_ch_1":84.38894,"shape_bfr_ch_1":0.50752,"shape_lwr_ch_1":1.49353,"shape_p_2_a_ch_1":2.3254,"skew_inten_ch_1":0.95148,"skew_inten_ch_3":1.09548,"skew_inten_ch_4":0.52076,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5344,"total_inten_ch_2":47215,"total_inten_ch_3":8025,"total_inten_ch_4":7691,"var_inten_ch_1":20.23488,"var_inten_ch_3":34.06797,"var_inten_ch_4":33.62586,"width_ch_1":17.32263}
{"case":"Test","class":"WS","angle_ch_1":16.40917,"area_ch_1":302,"avg_inten_ch_1":88.21453,"avg_inten_ch_2":245.00692,"avg_inten_ch_3":126.47059,"avg_inten_ch_4":262.31834,"convex_hull_area_ratio_ch_1":1.03629,"convex_hull_perim_ratio_ch_1":0.96537,"diff_inten_density_ch_1":62.39147,"diff_inten_density_ch_3":96.48423,"diff_inten_density_ch_4":190.33952,"entropy_inten_ch_1":6.79805,"entropy_inten_ch_3":6.53316,"entropy_inten_ch_4":6.63337,"eq_circ_diam_ch_1":19.63917,"eq_ellipse_lwr_ch_1":1.3424,"eq_ellipse_oblate_vol_ch_1":465.59666,"eq_ellipse_prolate_vol_ch_1":346.83808,"eq_sphere_area_ch_1":1211.70295,"eq_sphere_vol_ch_1":3966.14018,"fiber_align_2_ch_3":1.33814,"fiber_align_2_ch_4":1.50432,"fiber_length_ch_1":17.60927,"fiber_width_ch_1":17.60927,"inten_cooc_asm_ch_3":0.02879,"inten_cooc_asm_ch_4":0.03076,"inten_cooc_contrast_ch_3":5.39434,"inten_cooc_contrast_ch_4":9.94992,"inten_cooc_entropy_ch_3":6.42196,"inten_cooc_entropy_ch_4":6.6028,"inten_cooc_max_ch_3":0.14552,"inten_cooc_max_ch_4":0.15672,"kurt_inten_ch_1":2.62365,"kurt_inten_ch_3":3.63505,"kurt_inten_ch_4":-1.12507,"length_ch_1":24.38415,"neighbor_avg_dist_ch_1":245.48626,"neighbor_min_dist_ch_1":32.53718,"neighbor_var_dist_ch_1":110.42216,"perim_ch_1":70.43706,"shape_bfr_ch_1":0.69352,"shape_lwr_ch_1":1.36125,"shape_p_2_a_ch_1":1.27143,"skew_inten_ch_1":1.27041,"skew_inten_ch_3":1.90699,"skew_inten_ch_4":0.30879,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":25494,"total_inten_ch_2":70519,"total_inten_ch_3":36550,"total_inten_ch_4":75810,"var_inten_ch_1":47.67808,"var_inten_ch_3":160.18903,"var_inten_ch_4":222.54684,"width_ch_1":17.91306}
{"case":"Train","class":"PS","angle_ch_1":62.78348,"area_ch_1":264,"avg_inten_ch_1":40.93254,"avg_inten_ch_2":150.98016,"avg_inten_ch_3":40.4127,"avg_inten_ch_4":111.15873,"convex_hull_area_ratio_ch_1":1.09438,"convex_hull_perim_ratio_ch_1":0.95178,"diff_inten_density_ch_1":46.58351,"diff_inten_density_ch_3":32.11063,"diff_inten_density_ch_4":80.74403,"entropy_inten_ch_1":6.1766,"entropy_inten_ch_3":4.42782,"entropy_inten_ch_4":5.67651,"eq_circ_diam_ch_1":18.33895,"eq_ellipse_lwr_ch_1":2.02345,"eq_ellipse_oblate_vol_ch_1":465.44531,"eq_ellipse_prolate_vol_ch_1":230.02554,"eq_sphere_area_ch_1":1056.57143,"eq_sphere_vol_ch_1":3229.40198,"fiber_align_2_ch_3":1.37941,"fiber_align_2_ch_4":1.476,"fiber_length_ch_1":27.52934,"fiber_width_ch_1":9.98523,"inten_cooc_asm_ch_3":0.16636,"inten_cooc_asm_ch_4":0.0719,"inten_cooc_contrast_ch_3":4.14749,"inten_cooc_contrast_ch_4":4.90278,"inten_cooc_entropy_ch_3":4.76515,"inten_cooc_entropy_ch_4":5.68407,"inten_cooc_max_ch_3":0.40179,"inten_cooc_max_ch_4":0.25738,"kurt_inten_ch_1":-0.49448,"kurt_inten_ch_3":0.32818,"kurt_inten_ch_4":0.60213,"length_ch_1":30.20129,"neighbor_avg_dist_ch_1":182.48744,"neighbor_min_dist_ch_1":41.68804,"neighbor_var_dist_ch_1":81.88377,"perim_ch_1":75.02913,"shape_bfr_ch_1":0.53115,"shape_lwr_ch_1":1.83412,"shape_p_2_a_ch_1":1.62965,"skew_inten_ch_1":0.35884,"skew_inten_ch_3":1.06958,"skew_inten_ch_4":1.23705,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10315,"total_inten_ch_2":37796,"total_inten_ch_3":10184,"total_inten_ch_4":28012,"var_inten_ch_1":25.92004,"var_inten_ch_3":49.09317,"var_inten_ch_4":133.69543,"width_ch_1":16.46633}
{"case":"Train","class":"PS","angle_ch_1":125.06903,"area_ch_1":245,"avg_inten_ch_1":42.63675,"avg_inten_ch_2":4.49145,"avg_inten_ch_3":105.15385,"avg_inten_ch_4":2.47009,"convex_hull_area_ratio_ch_1":1.55909,"convex_hull_perim_ratio_ch_1":0.8622,"diff_inten_density_ch_1":48.81327,"diff_inten_density_ch_3":79.89926,"diff_inten_density_ch_4":5.67322,"entropy_inten_ch_1":6.2869,"entropy_inten_ch_3":6.90589,"entropy_inten_ch_4":1.53539,"eq_circ_diam_ch_1":17.67186,"eq_ellipse_lwr_ch_1":2.7429,"eq_ellipse_oblate_vol_ch_1":484.89832,"eq_ellipse_prolate_vol_ch_1":176.78279,"eq_sphere_area_ch_1":981.10204,"eq_sphere_vol_ch_1":2889.64893,"fiber_align_2_ch_3":1.83022,"fiber_align_2_ch_4":1.56629,"fiber_length_ch_1":44.83568,"fiber_width_ch_1":5.88551,"inten_cooc_asm_ch_3":0.00729,"inten_cooc_asm_ch_4":0.54089,"inten_cooc_contrast_ch_3":15.9292,"inten_cooc_contrast_ch_4":0.88659,"inten_cooc_entropy_ch_3":7.37801,"inten_cooc_entropy_ch_4":1.94588,"inten_cooc_max_ch_3":0.02415,"inten_cooc_max_ch_4":0.74879,"kurt_inten_ch_1":0.53418,"kurt_inten_ch_3":0.2275,"kurt_inten_ch_4":8.91829,"length_ch_1":36.90329,"neighbor_avg_dist_ch_1":211.05294,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":74.95177,"perim_ch_1":101.44239,"shape_bfr_ch_1":0.38119,"shape_lwr_ch_1":2.1165,"shape_p_2_a_ch_1":3.10326,"skew_inten_ch_1":0.94627,"skew_inten_ch_3":0.76103,"skew_inten_ch_4":3.05097,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":9977,"total_inten_ch_2":818,"total_inten_ch_3":24606,"total_inten_ch_4":578,"var_inten_ch_1":31.56963,"var_inten_ch_3":75.23656,"var_inten_ch_4":6.56274,"width_ch_1":17.43603}
{"case":"Train","class":"WS","angle_ch_1":40.46995,"area_ch_1":155,"avg_inten_ch_1":274.83108,"avg_inten_ch_2":353.98649,"avg_inten_ch_3":357.35135,"avg_inten_ch_4":52.37162,"convex_hull_area_ratio_ch_1":1.04487,"convex_hull_perim_ratio_ch_1":0.96677,"diff_inten_density_ch_1":128.13858,"diff_inten_density_ch_3":195.32959,"diff_inten_density_ch_4":52.97753,"entropy_inten_ch_1":6.9425,"entropy_inten_ch_3":5.89785,"entropy_inten_ch_4":4.66873,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":1.16049,"eq_ellipse_oblate_vol_ch_1":158.64812,"eq_ellipse_prolate_vol_ch_1":136.70781,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1.01564,"fiber_align_2_ch_4":1.90632,"fiber_length_ch_1":12.4463,"fiber_width_ch_1":12.4463,"inten_cooc_asm_ch_3":0.05487,"inten_cooc_asm_ch_4":0.11091,"inten_cooc_contrast_ch_3":6.48423,"inten_cooc_contrast_ch_4":6.28608,"inten_cooc_entropy_ch_3":5.87416,"inten_cooc_entropy_ch_4":5.14148,"inten_cooc_max_ch_3":0.22556,"inten_cooc_max_ch_4":0.32836,"kurt_inten_ch_1":-1.0626,"kurt_inten_ch_3":-1.13471,"kurt_inten_ch_4":-0.62801,"length_ch_1":16.33441,"neighbor_avg_dist_ch_1":220.74939,"neighbor_min_dist_ch_1":21.98212,"neighbor_var_dist_ch_1":107.0988,"perim_ch_1":49.78521,"shape_bfr_ch_1":0.64773,"shape_lwr_ch_1":1.11404,"shape_p_2_a_ch_1":1.20622,"skew_inten_ch_1":0.15682,"skew_inten_ch_3":0.15686,"skew_inten_ch_4":0.83332,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":40675,"total_inten_ch_2":52243,"total_inten_ch_3":52888,"total_inten_ch_4":7751,"var_inten_ch_1":141.92277,"var_inten_ch_3":284.87455,"var_inten_ch_4":60.68108,"width_ch_1":14.66234}
{"case":"Train","class":"WS","angle_ch_1":120.83605,"area_ch_1":337,"avg_inten_ch_1":63.59627,"avg_inten_ch_2":169.21429,"avg_inten_ch_3":86.27329,"avg_inten_ch_4":121.89441,"convex_hull_area_ratio_ch_1":1.03837,"convex_hull_perim_ratio_ch_1":0.95574,"diff_inten_density_ch_1":52.97005,"diff_inten_density_ch_3":55.54576,"diff_inten_density_ch_4":85.69551,"entropy_inten_ch_1":6.63492,"entropy_inten_ch_3":6.13915,"entropy_inten_ch_4":6.22133,"eq_circ_diam_ch_1":20.73014,"eq_ellipse_lwr_ch_1":1.50247,"eq_ellipse_oblate_vol_ch_1":579.30604,"eq_ellipse_prolate_vol_ch_1":385.56949,"eq_sphere_area_ch_1":1350.06349,"eq_sphere_vol_ch_1":4664.50006,"fiber_align_2_ch_3":1.39177,"fiber_align_2_ch_4":1.49114,"fiber_length_ch_1":20.64829,"fiber_width_ch_1":16.86628,"inten_cooc_asm_ch_3":0.06283,"inten_cooc_asm_ch_4":0.04176,"inten_cooc_contrast_ch_3":4.63192,"inten_cooc_contrast_ch_4":7.19505,"inten_cooc_entropy_ch_3":5.97146,"inten_cooc_entropy_ch_4":6.19015,"inten_cooc_max_ch_3":0.24,"inten_cooc_max_ch_4":0.19,"kurt_inten_ch_1":-0.64895,"kurt_inten_ch_3":-0.10355,"kurt_inten_ch_4":0.06405,"length_ch_1":27.3821,"neighbor_avg_dist_ch_1":245.35348,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":111.68505,"perim_ch_1":75.02913,"shape_bfr_ch_1":0.65015,"shape_lwr_ch_1":1.44429,"shape_p_2_a_ch_1":1.28631,"skew_inten_ch_1":0.16533,"skew_inten_ch_3":0.84851,"skew_inten_ch_4":0.88035,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":20478,"total_inten_ch_2":54166,"total_inten_ch_3":27780,"total_inten_ch_4":39250,"var_inten_ch_1":33.76506,"var_inten_ch_3":84.80738,"var_inten_ch_4":117.84715,"width_ch_1":18.95888}
{"case":"Train","class":"WS","angle_ch_1":76.71238,"area_ch_1":685,"avg_inten_ch_1":40.71254,"avg_inten_ch_2":295.48624,"avg_inten_ch_3":28.79817,"avg_inten_ch_4":228.80581,"convex_hull_area_ratio_ch_1":1.10468,"convex_hull_perim_ratio_ch_1":0.89487,"diff_inten_density_ch_1":49.55375,"diff_inten_density_ch_3":26.35016,"diff_inten_density_ch_4":120.59609,"entropy_inten_ch_1":6.39097,"entropy_inten_ch_3":4.64415,"entropy_inten_ch_4":5.6605,"eq_circ_diam_ch_1":29.54358,"eq_ellipse_lwr_ch_1":2.56113,"eq_ellipse_oblate_vol_ch_1":2189.29252,"eq_ellipse_prolate_vol_ch_1":854.81582,"eq_sphere_area_ch_1":2742.05442,"eq_sphere_vol_ch_1":13501.68335,"fiber_align_2_ch_3":1.56704,"fiber_align_2_ch_4":1.56927,"fiber_length_ch_1":55.26391,"fiber_width_ch_1":12.77422,"inten_cooc_asm_ch_3":0.16318,"inten_cooc_asm_ch_4":0.16994,"inten_cooc_contrast_ch_3":4.10612,"inten_cooc_contrast_ch_4":1.90462,"inten_cooc_entropy_ch_3":4.80372,"inten_cooc_entropy_ch_4":4.6446,"inten_cooc_max_ch_3":0.39867,"inten_cooc_max_ch_4":0.40864,"kurt_inten_ch_1":-0.44874,"kurt_inten_ch_3":2.65845,"kurt_inten_ch_4":0.5176,"length_ch_1":53.87549,"neighbor_avg_dist_ch_1":290.94308,"neighbor_min_dist_ch_1":35.8187,"neighbor_var_dist_ch_1":114.67049,"perim_ch_1":136.07625,"shape_bfr_ch_1":0.56649,"shape_lwr_ch_1":2.39859,"shape_p_2_a_ch_1":2.08726,"skew_inten_ch_1":0.43043,"skew_inten_ch_3":1.69968,"skew_inten_ch_4":1.2234,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":26626,"total_inten_ch_2":192595,"total_inten_ch_3":18834,"total_inten_ch_4":149639,"var_inten_ch_1":25.73774,"var_inten_ch_3":40.50547,"var_inten_ch_4":291.62462,"width_ch_1":22.46129}
{"case":"Train","class":"PS","angle_ch_1":115.23458,"area_ch_1":762,"avg_inten_ch_1":26.79505,"avg_inten_ch_2":31.89133,"avg_inten_ch_3":62.55021,"avg_inten_ch_4":47.70977,"convex_hull_area_ratio_ch_1":1.22322,"convex_hull_perim_ratio_ch_1":0.8405,"diff_inten_density_ch_1":35.25769,"diff_inten_density_ch_3":43.90044,"diff_inten_density_ch_4":35.4817,"entropy_inten_ch_1":5.71195,"entropy_inten_ch_3":6.60757,"entropy_inten_ch_4":5.11786,"eq_circ_diam_ch_1":31.14881,"eq_ellipse_lwr_ch_1":1.80356,"eq_ellipse_oblate_vol_ch_1":2153.22034,"eq_ellipse_prolate_vol_ch_1":1193.87225,"eq_sphere_area_ch_1":3048.12472,"eq_sphere_vol_ch_1":15824.24186,"fiber_align_2_ch_3":1.31816,"fiber_align_2_ch_4":1.41321,"fiber_length_ch_1":58.8077,"fiber_width_ch_1":13.43481,"inten_cooc_asm_ch_3":0.02779,"inten_cooc_asm_ch_4":0.12417,"inten_cooc_contrast_ch_3":6.65721,"inten_cooc_contrast_ch_4":2.87346,"inten_cooc_entropy_ch_3":6.67003,"inten_cooc_entropy_ch_4":5.03,"inten_cooc_max_ch_3":0.14723,"inten_cooc_max_ch_4":0.34402,"kurt_inten_ch_1":0.56934,"kurt_inten_ch_3":0.41175,"kurt_inten_ch_4":2.28819,"length_ch_1":47.2427,"neighbor_avg_dist_ch_1":209.39961,"neighbor_min_dist_ch_1":31.7381,"neighbor_var_dist_ch_1":77.02971,"perim_ch_1":144.48501,"shape_bfr_ch_1":0.57114,"shape_lwr_ch_1":1.67277,"shape_p_2_a_ch_1":2.10265,"skew_inten_ch_1":1.03404,"skew_inten_ch_3":1.08391,"skew_inten_ch_4":1.65734,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":12,"total_inten_ch_1":19480,"total_inten_ch_2":22459,"total_inten_ch_3":45474,"total_inten_ch_4":34685,"var_inten_ch_1":25.09976,"var_inten_ch_3":63.26275,"var_inten_ch_4":68.96414,"width_ch_1":28.24216}
{"case":"Train","class":"WS","angle_ch_1":35.45243,"area_ch_1":212,"avg_inten_ch_1":485.0936,"avg_inten_ch_2":594.8867,"avg_inten_ch_3":56.1133,"avg_inten_ch_4":249.08374,"convex_hull_area_ratio_ch_1":1.12028,"convex_hull_perim_ratio_ch_1":0.93413,"diff_inten_density_ch_1":194.72432,"diff_inten_density_ch_3":35.04324,"diff_inten_density_ch_4":149.74054,"entropy_inten_ch_1":7.51755,"entropy_inten_ch_3":5.90264,"entropy_inten_ch_4":6.28658,"eq_circ_diam_ch_1":16.45971,"eq_ellipse_lwr_ch_1":1.53673,"eq_ellipse_oblate_vol_ch_1":293.26781,"eq_ellipse_prolate_vol_ch_1":190.83887,"eq_sphere_area_ch_1":851.12698,"eq_sphere_vol_ch_1":2334.88423,"fiber_align_2_ch_3":1.63641,"fiber_align_2_ch_4":1.09167,"fiber_length_ch_1":20.75075,"fiber_width_ch_1":10.70879,"inten_cooc_asm_ch_3":0.01998,"inten_cooc_asm_ch_4":0.04431,"inten_cooc_contrast_ch_3":9.83243,"inten_cooc_contrast_ch_4":4.20811,"inten_cooc_entropy_ch_3":6.65818,"inten_cooc_entropy_ch_4":6.07664,"inten_cooc_max_ch_3":0.11351,"inten_cooc_max_ch_4":0.19459,"kurt_inten_ch_1":-1.12787,"kurt_inten_ch_3":-0.80327,"kurt_inten_ch_4":-0.83105,"length_ch_1":21.89775,"neighbor_avg_dist_ch_1":258.8257,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":118.96545,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.60936,"shape_lwr_ch_1":1.37322,"shape_p_2_a_ch_1":1.41768,"skew_inten_ch_1":0.23264,"skew_inten_ch_3":0.08929,"skew_inten_ch_4":0.61083,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":98474,"total_inten_ch_2":120560,"total_inten_ch_3":11391,"total_inten_ch_4":50564,"var_inten_ch_1":278.94479,"var_inten_ch_3":38.84695,"var_inten_ch_4":233.18448,"width_ch_1":15.94628}
{"case":"Test","class":"PS","angle_ch_1":125.32692,"area_ch_1":193,"avg_inten_ch_1":37.52973,"avg_inten_ch_2":82.14595,"avg_inten_ch_3":20.25946,"avg_inten_ch_4":183.98378,"convex_hull_area_ratio_ch_1":1.125,"convex_hull_perim_ratio_ch_1":0.93616,"diff_inten_density_ch_1":46.25373,"diff_inten_density_ch_3":19.43582,"diff_inten_density_ch_4":94.58209,"entropy_inten_ch_1":5.94698,"entropy_inten_ch_3":3.59538,"entropy_inten_ch_4":6.595,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":1.1658,"eq_ellipse_oblate_vol_ch_1":222.2239,"eq_ellipse_prolate_vol_ch_1":190.61959,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.33842,"fiber_align_2_ch_4":1.0397,"fiber_length_ch_1":21.58953,"fiber_width_ch_1":9.32173,"inten_cooc_asm_ch_3":0.23812,"inten_cooc_asm_ch_4":0.02276,"inten_cooc_contrast_ch_3":2.34448,"inten_cooc_contrast_ch_4":5.93491,"inten_cooc_entropy_ch_3":3.83572,"inten_cooc_entropy_ch_4":6.41972,"inten_cooc_max_ch_3":0.49112,"inten_cooc_max_ch_4":0.11834,"kurt_inten_ch_1":-0.80272,"kurt_inten_ch_3":4.8998,"kurt_inten_ch_4":-0.38276,"length_ch_1":19.39019,"neighbor_avg_dist_ch_1":259.18856,"neighbor_min_dist_ch_1":24.91036,"neighbor_var_dist_ch_1":132.14793,"perim_ch_1":61.82251,"shape_bfr_ch_1":0.54206,"shape_lwr_ch_1":1.05099,"shape_p_2_a_ch_1":1.51127,"skew_inten_ch_1":0.2106,"skew_inten_ch_3":2.27058,"skew_inten_ch_4":0.70878,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6943,"total_inten_ch_2":15013,"total_inten_ch_3":3748,"total_inten_ch_4":34037,"var_inten_ch_1":23.17292,"var_inten_ch_3":36.08126,"var_inten_ch_4":149.87553,"width_ch_1":18.44946}
{"case":"Test","class":"PS","angle_ch_1":156.12846,"area_ch_1":764,"avg_inten_ch_1":59.52675,"avg_inten_ch_2":32.04527,"avg_inten_ch_3":17.99314,"avg_inten_ch_4":15.64335,"convex_hull_area_ratio_ch_1":1.04848,"convex_hull_perim_ratio_ch_1":0.93522,"diff_inten_density_ch_1":51.46055,"diff_inten_density_ch_3":22.87374,"diff_inten_density_ch_4":19.79197,"entropy_inten_ch_1":6.91084,"entropy_inten_ch_3":5.36297,"entropy_inten_ch_4":5.10004,"eq_circ_diam_ch_1":31.19162,"eq_ellipse_lwr_ch_1":1.06875,"eq_ellipse_oblate_vol_ch_1":1664.37715,"eq_ellipse_prolate_vol_ch_1":1557.30594,"eq_sphere_area_ch_1":3056.5102,"eq_sphere_vol_ch_1":15889.58623,"fiber_align_2_ch_3":1.70026,"fiber_align_2_ch_4":1.8623,"fiber_length_ch_1":35.51066,"fiber_width_ch_1":21.91675,"inten_cooc_asm_ch_3":0.007,"inten_cooc_asm_ch_4":0.01003,"inten_cooc_contrast_ch_3":30.42885,"inten_cooc_contrast_ch_4":30.31386,"inten_cooc_entropy_ch_3":7.8331,"inten_cooc_entropy_ch_4":7.68346,"inten_cooc_max_ch_3":0.05007,"inten_cooc_max_ch_4":0.08345,"kurt_inten_ch_1":-0.35992,"kurt_inten_ch_3":0.83581,"kurt_inten_ch_4":-0.18731,"length_ch_1":36.26571,"neighbor_avg_dist_ch_1":277.63428,"neighbor_min_dist_ch_1":26.63873,"neighbor_var_dist_ch_1":126.4971,"perim_ch_1":114.85481,"shape_bfr_ch_1":0.64396,"shape_lwr_ch_1":1.10837,"shape_p_2_a_ch_1":1.34881,"skew_inten_ch_1":0.49634,"skew_inten_ch_3":0.97899,"skew_inten_ch_4":0.57409,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":14,"total_inten_ch_1":43395,"total_inten_ch_2":22633,"total_inten_ch_3":13117,"total_inten_ch_4":11404,"var_inten_ch_1":37.53103,"var_inten_ch_3":15.56098,"var_inten_ch_4":12.33123,"width_ch_1":32.71996}
{"case":"Test","class":"WS","angle_ch_1":161.77674,"area_ch_1":196,"avg_inten_ch_1":167.31016,"avg_inten_ch_2":280.73797,"avg_inten_ch_3":25.64706,"avg_inten_ch_4":14.85561,"convex_hull_area_ratio_ch_1":1.08122,"convex_hull_perim_ratio_ch_1":0.97017,"diff_inten_density_ch_1":80.91124,"diff_inten_density_ch_3":30.49704,"diff_inten_density_ch_4":13.89349,"entropy_inten_ch_1":7.03735,"entropy_inten_ch_3":1.79824,"entropy_inten_ch_4":2.32032,"eq_circ_diam_ch_1":15.79774,"eq_ellipse_lwr_ch_1":2.15256,"eq_ellipse_oblate_vol_ch_1":306.87479,"eq_ellipse_prolate_vol_ch_1":142.56296,"eq_sphere_area_ch_1":784.04308,"eq_sphere_vol_ch_1":2064.35178,"fiber_align_2_ch_3":1.51765,"fiber_align_2_ch_4":1.75932,"fiber_length_ch_1":21.05034,"fiber_width_ch_1":9.80947,"inten_cooc_asm_ch_3":0.56949,"inten_cooc_asm_ch_4":0.50376,"inten_cooc_contrast_ch_3":0.45568,"inten_cooc_contrast_ch_4":0.69154,"inten_cooc_entropy_ch_3":1.82226,"inten_cooc_entropy_ch_4":2.24052,"inten_cooc_max_ch_3":0.76364,"inten_cooc_max_ch_4":0.71676,"kurt_inten_ch_1":-0.64674,"kurt_inten_ch_3":6.41273,"kurt_inten_ch_4":2.75863,"length_ch_1":23.6353,"neighbor_avg_dist_ch_1":170.89963,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":69.72047,"perim_ch_1":61.71961,"shape_bfr_ch_1":0.65724,"shape_lwr_ch_1":1.87313,"shape_p_2_a_ch_1":1.46801,"skew_inten_ch_1":0.15466,"skew_inten_ch_3":2.62173,"skew_inten_ch_4":1.92895,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":31287,"total_inten_ch_2":52312,"total_inten_ch_3":4796,"total_inten_ch_4":2778,"var_inten_ch_1":82.9032,"var_inten_ch_3":61.88495,"var_inten_ch_4":29.18731,"width_ch_1":12.61806}
{"case":"Test","class":"PS","angle_ch_1":8.9124,"area_ch_1":249,"avg_inten_ch_1":38.68908,"avg_inten_ch_2":15.76891,"avg_inten_ch_3":92.13025,"avg_inten_ch_4":7.10504,"convex_hull_area_ratio_ch_1":1.20837,"convex_hull_perim_ratio_ch_1":0.92073,"diff_inten_density_ch_1":52.9486,"diff_inten_density_ch_3":88.40654,"diff_inten_density_ch_4":11.04206,"entropy_inten_ch_1":6.1339,"entropy_inten_ch_3":6.98016,"entropy_inten_ch_4":3.65357,"eq_circ_diam_ch_1":17.82226,"eq_ellipse_lwr_ch_1":3.03799,"eq_ellipse_oblate_vol_ch_1":523.45621,"eq_ellipse_prolate_vol_ch_1":172.30331,"eq_sphere_area_ch_1":997.87302,"eq_sphere_vol_ch_1":2964.05823,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.76929,"fiber_length_ch_1":32.26403,"fiber_width_ch_1":8.1463,"inten_cooc_asm_ch_3":0.00671,"inten_cooc_asm_ch_4":0.08759,"inten_cooc_contrast_ch_3":28.07085,"inten_cooc_contrast_ch_4":10.18781,"inten_cooc_entropy_ch_3":7.5407,"inten_cooc_entropy_ch_4":5.35703,"inten_cooc_max_ch_3":0.03636,"inten_cooc_max_ch_4":0.29545,"kurt_inten_ch_1":0.60701,"kurt_inten_ch_3":-0.07921,"kurt_inten_ch_4":1.28003,"length_ch_1":30.60091,"neighbor_avg_dist_ch_1":258.41869,"neighbor_min_dist_ch_1":20.47619,"neighbor_var_dist_ch_1":110.36028,"perim_ch_1":80.82068,"shape_bfr_ch_1":0.67499,"shape_lwr_ch_1":2.53369,"shape_p_2_a_ch_1":1.97767,"skew_inten_ch_1":0.94312,"skew_inten_ch_3":0.71642,"skew_inten_ch_4":1.40029,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9208,"total_inten_ch_2":3516,"total_inten_ch_3":21927,"total_inten_ch_4":1691,"var_inten_ch_1":29.2788,"var_inten_ch_3":66.35773,"var_inten_ch_4":9.57903,"width_ch_1":12.07761}
{"case":"Train","class":"WS","angle_ch_1":127.592,"area_ch_1":220,"avg_inten_ch_1":209.10952,"avg_inten_ch_2":245.54762,"avg_inten_ch_3":236.48571,"avg_inten_ch_4":330.58095,"convex_hull_area_ratio_ch_1":1.04318,"convex_hull_perim_ratio_ch_1":0.97589,"diff_inten_density_ch_1":106.71429,"diff_inten_density_ch_3":186.1013,"diff_inten_density_ch_4":186.02338,"entropy_inten_ch_1":7.0063,"entropy_inten_ch_3":5.19268,"entropy_inten_ch_4":6.73099,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":1.64078,"eq_ellipse_oblate_vol_ch_1":318.84252,"eq_ellipse_prolate_vol_ch_1":194.32325,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.58577,"fiber_align_2_ch_4":1.55569,"fiber_length_ch_1":14.918,"fiber_width_ch_1":14.918,"inten_cooc_asm_ch_3":0.12853,"inten_cooc_asm_ch_4":0.02124,"inten_cooc_contrast_ch_3":2.57542,"inten_cooc_contrast_ch_4":7.687,"inten_cooc_entropy_ch_3":4.89132,"inten_cooc_entropy_ch_4":6.53897,"inten_cooc_max_ch_3":0.35052,"inten_cooc_max_ch_4":0.11856,"kurt_inten_ch_1":3.79926,"kurt_inten_ch_3":2.52756,"kurt_inten_ch_4":-0.99754,"length_ch_1":22.28373,"neighbor_avg_dist_ch_1":222.3355,"neighbor_min_dist_ch_1":18.22841,"neighbor_var_dist_ch_1":108.54887,"perim_ch_1":59.67199,"shape_bfr_ch_1":0.67054,"shape_lwr_ch_1":1.51267,"shape_p_2_a_ch_1":1.22876,"skew_inten_ch_1":1.3887,"skew_inten_ch_3":1.76161,"skew_inten_ch_4":0.32479,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":43913,"total_inten_ch_2":51356,"total_inten_ch_3":49662,"total_inten_ch_4":69422,"var_inten_ch_1":103.97354,"var_inten_ch_3":352.88617,"var_inten_ch_4":254.0399,"width_ch_1":14.73136}
{"case":"Test","class":"PS","angle_ch_1":106.76993,"area_ch_1":223,"avg_inten_ch_1":45.32394,"avg_inten_ch_2":291.55399,"avg_inten_ch_3":6.86854,"avg_inten_ch_4":26.00469,"convex_hull_area_ratio_ch_1":1.03737,"convex_hull_perim_ratio_ch_1":0.96922,"diff_inten_density_ch_1":48.5051,"diff_inten_density_ch_3":12.2449,"diff_inten_density_ch_4":28.52041,"entropy_inten_ch_1":6.20584,"entropy_inten_ch_3":2.3786,"entropy_inten_ch_4":5.30496,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":1.15566,"eq_ellipse_oblate_vol_ch_1":273.34153,"eq_ellipse_prolate_vol_ch_1":236.52459,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":1.50432,"fiber_align_2_ch_4":1.51014,"fiber_length_ch_1":14.89981,"fiber_width_ch_1":14.89981,"inten_cooc_asm_ch_3":0.4212,"inten_cooc_asm_ch_4":0.02693,"inten_cooc_contrast_ch_3":1.92857,"inten_cooc_contrast_ch_4":16.19133,"inten_cooc_entropy_ch_3":2.73469,"inten_cooc_entropy_ch_4":6.67862,"inten_cooc_max_ch_3":0.65306,"inten_cooc_max_ch_4":0.15306,"kurt_inten_ch_1":-0.52983,"kurt_inten_ch_3":7.11775,"kurt_inten_ch_4":-0.76372,"length_ch_1":19.32315,"neighbor_avg_dist_ch_1":178.58635,"neighbor_min_dist_ch_1":25.61571,"neighbor_var_dist_ch_1":92.25926,"perim_ch_1":59.59923,"shape_bfr_ch_1":0.6299,"shape_lwr_ch_1":1.05344,"shape_p_2_a_ch_1":1.2216,"skew_inten_ch_1":0.26066,"skew_inten_ch_3":2.64521,"skew_inten_ch_4":0.53127,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":9654,"total_inten_ch_2":61889,"total_inten_ch_3":1463,"total_inten_ch_4":5539,"var_inten_ch_1":24.12746,"var_inten_ch_3":15.04178,"var_inten_ch_4":23.26647,"width_ch_1":18.34288}
{"case":"Test","class":"PS","angle_ch_1":74.40052,"area_ch_1":150,"avg_inten_ch_1":53.40972,"avg_inten_ch_2":187,"avg_inten_ch_3":117.08333,"avg_inten_ch_4":149.96528,"convex_hull_area_ratio_ch_1":1.26299,"convex_hull_perim_ratio_ch_1":0.87657,"diff_inten_density_ch_1":56.35223,"diff_inten_density_ch_3":102.12551,"diff_inten_density_ch_4":134.97571,"entropy_inten_ch_1":6.3406,"entropy_inten_ch_3":6.27426,"entropy_inten_ch_4":5.30141,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":3.60399,"eq_ellipse_oblate_vol_ch_1":268.32248,"eq_ellipse_prolate_vol_ch_1":74.45151,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.49483,"fiber_align_2_ch_4":1.70675,"fiber_length_ch_1":30.72516,"fiber_width_ch_1":5.2537,"inten_cooc_asm_ch_3":0.01531,"inten_cooc_asm_ch_4":0.06907,"inten_cooc_contrast_ch_3":12.40214,"inten_cooc_contrast_ch_4":6.7359,"inten_cooc_entropy_ch_3":6.72073,"inten_cooc_entropy_ch_4":5.59902,"inten_cooc_max_ch_3":0.1,"inten_cooc_max_ch_4":0.27692,"kurt_inten_ch_1":0.6677,"kurt_inten_ch_3":0.81594,"kurt_inten_ch_4":-0.80397,"length_ch_1":27.56573,"neighbor_avg_dist_ch_1":269.55893,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":119.25672,"perim_ch_1":71.95771,"shape_bfr_ch_1":0.5402,"shape_lwr_ch_1":2.71951,"shape_p_2_a_ch_1":2.5526,"skew_inten_ch_1":0.9626,"skew_inten_ch_3":1.24578,"skew_inten_ch_4":0.67608,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":7691,"total_inten_ch_2":26785,"total_inten_ch_3":16860,"total_inten_ch_4":21595,"var_inten_ch_1":38.36618,"var_inten_ch_3":110.98514,"var_inten_ch_4":153.96647,"width_ch_1":10.13629}
{"case":"Train","class":"WS","angle_ch_1":173.39325,"area_ch_1":310,"avg_inten_ch_1":229.65203,"avg_inten_ch_2":503.96959,"avg_inten_ch_3":469.66892,"avg_inten_ch_4":226.38851,"convex_hull_area_ratio_ch_1":1.19357,"convex_hull_perim_ratio_ch_1":0.88533,"diff_inten_density_ch_1":112.04283,"diff_inten_density_ch_3":230.66853,"diff_inten_density_ch_4":119.50652,"entropy_inten_ch_1":7.5653,"entropy_inten_ch_3":7.87072,"entropy_inten_ch_4":6.87221,"eq_circ_diam_ch_1":19.87559,"eq_ellipse_lwr_ch_1":2.79815,"eq_ellipse_oblate_vol_ch_1":696.77806,"eq_ellipse_prolate_vol_ch_1":249.014,"eq_sphere_area_ch_1":1241.05215,"eq_sphere_vol_ch_1":4111.10778,"fiber_align_2_ch_3":1.47374,"fiber_align_2_ch_4":1.37572,"fiber_length_ch_1":38.27864,"fiber_width_ch_1":8.52297,"inten_cooc_asm_ch_3":0.00709,"inten_cooc_asm_ch_4":0.02183,"inten_cooc_contrast_ch_3":11.63822,"inten_cooc_contrast_ch_4":4.95317,"inten_cooc_entropy_ch_3":7.40694,"inten_cooc_entropy_ch_4":6.56746,"inten_cooc_max_ch_3":0.02899,"inten_cooc_max_ch_4":0.13406,"kurt_inten_ch_1":-0.96763,"kurt_inten_ch_3":-0.12493,"kurt_inten_ch_4":-0.58617,"length_ch_1":35.52071,"neighbor_avg_dist_ch_1":220.25806,"neighbor_min_dist_ch_1":37.64502,"neighbor_var_dist_ch_1":94.4276,"perim_ch_1":93.60323,"shape_bfr_ch_1":0.61162,"shape_lwr_ch_1":2.48722,"shape_p_2_a_ch_1":2.13708,"skew_inten_ch_1":0.06193,"skew_inten_ch_3":0.32105,"skew_inten_ch_4":0.84103,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":67977,"total_inten_ch_2":148880,"total_inten_ch_3":139022,"total_inten_ch_4":67011,"var_inten_ch_1":123.31479,"var_inten_ch_3":258.73978,"var_inten_ch_4":230.68906,"width_ch_1":14.28128}
{"case":"Train","class":"PS","angle_ch_1":27.48516,"area_ch_1":224,"avg_inten_ch_1":194.83178,"avg_inten_ch_2":560.61215,"avg_inten_ch_3":180.59346,"avg_inten_ch_4":492.85514,"convex_hull_area_ratio_ch_1":1.05487,"convex_hull_perim_ratio_ch_1":0.94855,"diff_inten_density_ch_1":91.59847,"diff_inten_density_ch_3":120.72379,"diff_inten_density_ch_4":236.32992,"entropy_inten_ch_1":7.25301,"entropy_inten_ch_3":6.66911,"entropy_inten_ch_4":7.21707,"eq_circ_diam_ch_1":16.89978,"eq_ellipse_lwr_ch_1":1.85085,"eq_ellipse_oblate_vol_ch_1":348.35941,"eq_ellipse_prolate_vol_ch_1":188.21615,"eq_sphere_area_ch_1":897.24717,"eq_sphere_vol_ch_1":2527.21363,"fiber_align_2_ch_3":1.43534,"fiber_align_2_ch_4":1.04608,"fiber_length_ch_1":20.62639,"fiber_width_ch_1":11.34505,"inten_cooc_asm_ch_3":0.02161,"inten_cooc_asm_ch_4":0.01285,"inten_cooc_contrast_ch_3":6.41711,"inten_cooc_contrast_ch_4":7.9483,"inten_cooc_entropy_ch_3":6.59763,"inten_cooc_entropy_ch_4":6.87234,"inten_cooc_max_ch_3":0.11675,"inten_cooc_max_ch_4":0.07216,"kurt_inten_ch_1":-0.82332,"kurt_inten_ch_3":0.60931,"kurt_inten_ch_4":-0.98629,"length_ch_1":24.30765,"neighbor_avg_dist_ch_1":234.40759,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":98.94101,"perim_ch_1":63.94289,"shape_bfr_ch_1":0.63182,"shape_lwr_ch_1":1.66427,"shape_p_2_a_ch_1":1.39041,"skew_inten_ch_1":0.24105,"skew_inten_ch_3":1.13335,"skew_inten_ch_4":0.13785,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":41694,"total_inten_ch_2":119758,"total_inten_ch_3":38647,"total_inten_ch_4":105471,"var_inten_ch_1":110.41845,"var_inten_ch_3":178.74244,"var_inten_ch_4":321.29375,"width_ch_1":14.60557}
{"case":"Test","class":"PS","angle_ch_1":10.34679,"area_ch_1":242,"avg_inten_ch_1":58.72294,"avg_inten_ch_2":6.90909,"avg_inten_ch_3":77.49784,"avg_inten_ch_4":3.19481,"convex_hull_area_ratio_ch_1":1.2314,"convex_hull_perim_ratio_ch_1":0.82035,"diff_inten_density_ch_1":67.6878,"diff_inten_density_ch_3":112.92195,"diff_inten_density_ch_4":7.40976,"entropy_inten_ch_1":6.41718,"entropy_inten_ch_3":3.82722,"entropy_inten_ch_4":3.18761,"eq_circ_diam_ch_1":17.55821,"eq_ellipse_lwr_ch_1":2.11119,"eq_ellipse_oblate_vol_ch_1":417.2567,"eq_ellipse_prolate_vol_ch_1":197.6404,"eq_sphere_area_ch_1":968.52381,"eq_sphere_vol_ch_1":2834.25725,"fiber_align_2_ch_3":1.76529,"fiber_align_2_ch_4":1,"fiber_length_ch_1":36.57806,"fiber_width_ch_1":7.02792,"inten_cooc_asm_ch_3":0.25358,"inten_cooc_asm_ch_4":0.03384,"inten_cooc_contrast_ch_3":3.21274,"inten_cooc_contrast_ch_4":14.76679,"inten_cooc_entropy_ch_3":3.87499,"inten_cooc_entropy_ch_4":5.88094,"inten_cooc_max_ch_3":0.5,"inten_cooc_max_ch_4":0.15238,"kurt_inten_ch_1":8.40877,"kurt_inten_ch_3":12.29688,"kurt_inten_ch_4":1.1701,"length_ch_1":28.29664,"neighbor_avg_dist_ch_1":221.20965,"neighbor_min_dist_ch_1":23.54762,"neighbor_var_dist_ch_1":102.03427,"perim_ch_1":87.21195,"shape_bfr_ch_1":0.56282,"shape_lwr_ch_1":1.86119,"shape_p_2_a_ch_1":2.35446,"skew_inten_ch_1":2.68795,"skew_inten_ch_3":3.17374,"skew_inten_ch_4":1.26987,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":13565,"total_inten_ch_2":1366,"total_inten_ch_3":17902,"total_inten_ch_4":738,"var_inten_ch_1":68.85886,"var_inten_ch_3":171.50111,"var_inten_ch_4":3.66228,"width_ch_1":15.20355}
{"case":"Test","class":"WS","angle_ch_1":175.13645,"area_ch_1":206,"avg_inten_ch_1":312.27411,"avg_inten_ch_2":276.27919,"avg_inten_ch_3":89.69543,"avg_inten_ch_4":278.91878,"convex_hull_area_ratio_ch_1":1.05797,"convex_hull_perim_ratio_ch_1":0.96302,"diff_inten_density_ch_1":123.90251,"diff_inten_density_ch_3":58.47075,"diff_inten_density_ch_4":84.98886,"entropy_inten_ch_1":7.32629,"entropy_inten_ch_3":6.30668,"entropy_inten_ch_4":7.18282,"eq_circ_diam_ch_1":16.21464,"eq_ellipse_lwr_ch_1":1.53709,"eq_ellipse_oblate_vol_ch_1":280.39529,"eq_ellipse_prolate_vol_ch_1":182.41942,"eq_sphere_area_ch_1":825.97052,"eq_sphere_vol_ch_1":2232.13591,"fiber_align_2_ch_3":1.43827,"fiber_align_2_ch_4":1.26591,"fiber_length_ch_1":17.27854,"fiber_width_ch_1":12.55745,"inten_cooc_asm_ch_3":0.02445,"inten_cooc_asm_ch_4":0.01054,"inten_cooc_contrast_ch_3":8.66508,"inten_cooc_contrast_ch_4":6.08204,"inten_cooc_entropy_ch_3":6.60141,"inten_cooc_entropy_ch_4":6.91037,"inten_cooc_max_ch_3":0.13115,"inten_cooc_max_ch_4":0.03825,"kurt_inten_ch_1":-0.62105,"kurt_inten_ch_3":0.97415,"kurt_inten_ch_4":-0.68534,"length_ch_1":21.8566,"neighbor_avg_dist_ch_1":190.16632,"neighbor_min_dist_ch_1":18.68277,"neighbor_var_dist_ch_1":88.12936,"perim_ch_1":59.67199,"shape_bfr_ch_1":0.64967,"shape_lwr_ch_1":1.50298,"shape_p_2_a_ch_1":1.30593,"skew_inten_ch_1":0.54734,"skew_inten_ch_3":1.25644,"skew_inten_ch_4":0.20486,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":61518,"total_inten_ch_2":54231,"total_inten_ch_3":17670,"total_inten_ch_4":54947,"var_inten_ch_1":199.29415,"var_inten_ch_3":91.3097,"var_inten_ch_4":131.99205,"width_ch_1":14.54213}
{"case":"Train","class":"WS","angle_ch_1":33.878,"area_ch_1":224,"avg_inten_ch_1":38.61682,"avg_inten_ch_2":271.79907,"avg_inten_ch_3":62.14019,"avg_inten_ch_4":144.64953,"convex_hull_area_ratio_ch_1":1.04677,"convex_hull_perim_ratio_ch_1":0.96173,"diff_inten_density_ch_1":45.1374,"diff_inten_density_ch_3":46.1145,"diff_inten_density_ch_4":134.3944,"entropy_inten_ch_1":6.1419,"entropy_inten_ch_3":5.70177,"entropy_inten_ch_4":6.63619,"eq_circ_diam_ch_1":16.89978,"eq_ellipse_lwr_ch_1":1.23825,"eq_ellipse_oblate_vol_ch_1":284.93501,"eq_ellipse_prolate_vol_ch_1":230.11165,"eq_sphere_area_ch_1":897.24717,"eq_sphere_vol_ch_1":2527.21363,"fiber_align_2_ch_3":1.49596,"fiber_align_2_ch_4":1.85962,"fiber_length_ch_1":14.76806,"fiber_width_ch_1":14.76806,"inten_cooc_asm_ch_3":0.05561,"inten_cooc_asm_ch_4":0.01263,"inten_cooc_contrast_ch_3":7.87607,"inten_cooc_contrast_ch_4":16.28641,"inten_cooc_entropy_ch_3":6.04836,"inten_cooc_entropy_ch_4":7.05816,"inten_cooc_max_ch_3":0.22449,"inten_cooc_max_ch_4":0.08122,"kurt_inten_ch_1":-0.19412,"kurt_inten_ch_3":-0.25827,"kurt_inten_ch_4":1.30405,"length_ch_1":19.58618,"neighbor_avg_dist_ch_1":274.1606,"neighbor_min_dist_ch_1":22.10101,"neighbor_var_dist_ch_1":139.931,"perim_ch_1":59.07226,"shape_bfr_ch_1":0.69504,"shape_lwr_ch_1":1.18865,"shape_p_2_a_ch_1":1.18005,"skew_inten_ch_1":0.60531,"skew_inten_ch_3":0.68239,"skew_inten_ch_4":1.03727,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8264,"total_inten_ch_2":57952,"total_inten_ch_3":13298,"total_inten_ch_4":30955,"var_inten_ch_1":27.17807,"var_inten_ch_3":58.36382,"var_inten_ch_4":130.01558,"width_ch_1":16.47761}
{"case":"Train","class":"PS","angle_ch_1":7.25987,"area_ch_1":433,"avg_inten_ch_1":21.59662,"avg_inten_ch_2":5.91304,"avg_inten_ch_3":2.68357,"avg_inten_ch_4":2.31643,"convex_hull_area_ratio_ch_1":1.15,"convex_hull_perim_ratio_ch_1":0.77742,"diff_inten_density_ch_1":38.64136,"diff_inten_density_ch_3":7.93455,"diff_inten_density_ch_4":7.37958,"entropy_inten_ch_1":5.4631,"entropy_inten_ch_3":2.84283,"entropy_inten_ch_4":2.65258,"eq_circ_diam_ch_1":23.50577,"eq_ellipse_lwr_ch_1":1.23824,"eq_ellipse_oblate_vol_ch_1":766.697,"eq_ellipse_prolate_vol_ch_1":619.18491,"eq_sphere_area_ch_1":1735.79592,"eq_sphere_vol_ch_1":6800.2019,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":44.30768,"fiber_width_ch_1":10.1725,"inten_cooc_asm_ch_3":0.05731,"inten_cooc_asm_ch_4":0.08781,"inten_cooc_contrast_ch_3":17.18359,"inten_cooc_contrast_ch_4":14.90552,"inten_cooc_entropy_ch_3":5.25621,"inten_cooc_entropy_ch_4":4.88869,"inten_cooc_max_ch_3":0.19841,"inten_cooc_max_ch_4":0.27202,"kurt_inten_ch_1":0.39087,"kurt_inten_ch_3":3.62615,"kurt_inten_ch_4":1.78299,"length_ch_1":25.92699,"neighbor_avg_dist_ch_1":292.45685,"neighbor_min_dist_ch_1":52.20425,"neighbor_var_dist_ch_1":126.73842,"perim_ch_1":108.96037,"shape_bfr_ch_1":0.67591,"shape_lwr_ch_1":1.04702,"shape_p_2_a_ch_1":2.09613,"skew_inten_ch_1":0.84226,"skew_inten_ch_3":1.61812,"skew_inten_ch_4":1.50294,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":12,"total_inten_ch_1":8941,"total_inten_ch_2":2035,"total_inten_ch_3":1111,"total_inten_ch_4":959,"var_inten_ch_1":18.20108,"var_inten_ch_3":3.41054,"var_inten_ch_4":3.23237,"width_ch_1":24.76258}
{"case":"Test","class":"WS","angle_ch_1":131.36318,"area_ch_1":495,"avg_inten_ch_1":37.41438,"avg_inten_ch_2":177.0296,"avg_inten_ch_3":61.82875,"avg_inten_ch_4":45.42495,"convex_hull_area_ratio_ch_1":1.46371,"convex_hull_perim_ratio_ch_1":0.86414,"diff_inten_density_ch_1":43.3907,"diff_inten_density_ch_3":47.72558,"diff_inten_density_ch_4":33.45349,"entropy_inten_ch_1":6.287,"entropy_inten_ch_3":6.19504,"entropy_inten_ch_4":5.58468,"eq_circ_diam_ch_1":25.12493,"eq_ellipse_lwr_ch_1":4.39168,"eq_ellipse_oblate_vol_ch_1":1763.30918,"eq_ellipse_prolate_vol_ch_1":401.51156,"eq_sphere_area_ch_1":1983.1678,"eq_sphere_vol_ch_1":8304.49077,"fiber_align_2_ch_3":1.14854,"fiber_align_2_ch_4":1.34554,"fiber_length_ch_1":64.78026,"fiber_width_ch_1":8.0256,"inten_cooc_asm_ch_3":0.05211,"inten_cooc_asm_ch_4":0.06713,"inten_cooc_contrast_ch_3":6.95236,"inten_cooc_contrast_ch_4":5.85625,"inten_cooc_entropy_ch_3":6.22658,"inten_cooc_entropy_ch_4":5.92912,"inten_cooc_max_ch_3":0.21462,"inten_cooc_max_ch_4":0.24771,"kurt_inten_ch_1":0.91918,"kurt_inten_ch_3":4.29821,"kurt_inten_ch_4":-0.55257,"length_ch_1":55.64358,"neighbor_avg_dist_ch_1":179.36456,"neighbor_min_dist_ch_1":24.6566,"neighbor_var_dist_ch_1":76.35293,"perim_ch_1":145.61172,"shape_bfr_ch_1":0.50679,"shape_lwr_ch_1":3.1649,"shape_p_2_a_ch_1":3.24534,"skew_inten_ch_1":0.90496,"skew_inten_ch_3":1.93586,"skew_inten_ch_4":0.75489,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":15,"total_inten_ch_1":17697,"total_inten_ch_2":83263,"total_inten_ch_3":29245,"total_inten_ch_4":21486,"var_inten_ch_1":25.57552,"var_inten_ch_3":73.2045,"var_inten_ch_4":47.03473,"width_ch_1":17.58149}
{"case":"Test","class":"PS","angle_ch_1":90.37744,"area_ch_1":157,"avg_inten_ch_1":212.98,"avg_inten_ch_2":182.54667,"avg_inten_ch_3":432.62667,"avg_inten_ch_4":203.46,"convex_hull_area_ratio_ch_1":1.34259,"convex_hull_perim_ratio_ch_1":0.84946,"diff_inten_density_ch_1":162.7931,"diff_inten_density_ch_3":348.77778,"diff_inten_density_ch_4":129.71264,"entropy_inten_ch_1":6.80542,"entropy_inten_ch_3":5.89049,"entropy_inten_ch_4":6.44068,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":1.34718,"eq_ellipse_oblate_vol_ch_1":174.40997,"eq_ellipse_prolate_vol_ch_1":129.46297,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.28784,"fiber_align_2_ch_4":1.5072,"fiber_length_ch_1":26.2672,"fiber_width_ch_1":6.46457,"inten_cooc_asm_ch_3":0.03808,"inten_cooc_asm_ch_4":0.01257,"inten_cooc_contrast_ch_3":4.47862,"inten_cooc_contrast_ch_4":11.31629,"inten_cooc_entropy_ch_3":5.99408,"inten_cooc_entropy_ch_4":6.74012,"inten_cooc_max_ch_3":0.17293,"inten_cooc_max_ch_4":0.07031,"kurt_inten_ch_1":0.36628,"kurt_inten_ch_3":-0.07629,"kurt_inten_ch_4":-0.9618,"length_ch_1":17.42462,"neighbor_avg_dist_ch_1":309.06577,"neighbor_min_dist_ch_1":31.13795,"neighbor_var_dist_ch_1":135.31975,"perim_ch_1":65.46353,"shape_bfr_ch_1":0.58501,"shape_lwr_ch_1":1.12969,"shape_p_2_a_ch_1":2.00832,"skew_inten_ch_1":1.12342,"skew_inten_ch_3":1.02025,"skew_inten_ch_4":0.33438,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":31947,"total_inten_ch_2":27233,"total_inten_ch_3":64894,"total_inten_ch_4":30519,"var_inten_ch_1":210.54512,"var_inten_ch_3":491.06735,"var_inten_ch_4":150.82668,"width_ch_1":15.42425}
{"case":"Train","class":"WS","angle_ch_1":101.73598,"area_ch_1":291,"avg_inten_ch_1":119.31655,"avg_inten_ch_2":210.46403,"avg_inten_ch_3":32.93885,"avg_inten_ch_4":76.97482,"convex_hull_area_ratio_ch_1":1.19003,"convex_hull_perim_ratio_ch_1":0.9064,"diff_inten_density_ch_1":64.62992,"diff_inten_density_ch_3":20.82677,"diff_inten_density_ch_4":42.20866,"entropy_inten_ch_1":7.13078,"entropy_inten_ch_3":1.65168,"entropy_inten_ch_4":5.72733,"eq_circ_diam_ch_1":19.26179,"eq_ellipse_lwr_ch_1":2.12496,"eq_ellipse_oblate_vol_ch_1":552.66804,"eq_ellipse_prolate_vol_ch_1":260.0837,"eq_sphere_area_ch_1":1165.58277,"eq_sphere_vol_ch_1":3741.86823,"fiber_align_2_ch_3":1.34845,"fiber_align_2_ch_4":1.17328,"fiber_length_ch_1":31.44129,"fiber_width_ch_1":9.69299,"inten_cooc_asm_ch_3":0.59481,"inten_cooc_asm_ch_4":0.06636,"inten_cooc_contrast_ch_3":0.33697,"inten_cooc_contrast_ch_4":2.47748,"inten_cooc_entropy_ch_3":1.59816,"inten_cooc_entropy_ch_4":5.61159,"inten_cooc_max_ch_3":0.78077,"inten_cooc_max_ch_4":0.24615,"kurt_inten_ch_1":-0.76926,"kurt_inten_ch_3":16.05675,"kurt_inten_ch_4":0.15935,"length_ch_1":28.90038,"neighbor_avg_dist_ch_1":164.06235,"neighbor_min_dist_ch_1":33.78571,"neighbor_var_dist_ch_1":74.53045,"perim_ch_1":82.26856,"shape_bfr_ch_1":0.59762,"shape_lwr_ch_1":1.71297,"shape_p_2_a_ch_1":1.76725,"skew_inten_ch_1":-0.11609,"skew_inten_ch_3":4.08387,"skew_inten_ch_4":1.06684,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":33170,"total_inten_ch_2":58232,"total_inten_ch_3":9157,"total_inten_ch_4":21399,"var_inten_ch_1":56.81645,"var_inten_ch_3":119.89441,"var_inten_ch_4":87.00494,"width_ch_1":16.87149}
{"case":"Train","class":"WS","angle_ch_1":42.16325,"area_ch_1":190,"avg_inten_ch_1":305.32967,"avg_inten_ch_2":224.70879,"avg_inten_ch_3":284.66484,"avg_inten_ch_4":54.64286,"convex_hull_area_ratio_ch_1":1.02381,"convex_hull_perim_ratio_ch_1":0.98052,"diff_inten_density_ch_1":131.36527,"diff_inten_density_ch_3":298.41916,"diff_inten_density_ch_4":58.8982,"entropy_inten_ch_1":6.99524,"entropy_inten_ch_3":5.4431,"entropy_inten_ch_4":5.34114,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.23164,"eq_ellipse_oblate_vol_ch_1":222.8798,"eq_ellipse_prolate_vol_ch_1":180.96165,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.36703,"fiber_align_2_ch_4":1.02224,"fiber_length_ch_1":13.25807,"fiber_width_ch_1":13.25807,"inten_cooc_asm_ch_3":0.09955,"inten_cooc_asm_ch_4":0.06729,"inten_cooc_contrast_ch_3":6.68563,"inten_cooc_contrast_ch_4":8.22455,"inten_cooc_entropy_ch_3":5.40238,"inten_cooc_entropy_ch_4":5.77056,"inten_cooc_max_ch_3":0.30539,"inten_cooc_max_ch_4":0.24551,"kurt_inten_ch_1":0.22939,"kurt_inten_ch_3":1.28358,"kurt_inten_ch_4":0.73704,"length_ch_1":18.18387,"neighbor_avg_dist_ch_1":180.06894,"neighbor_min_dist_ch_1":19.4793,"neighbor_var_dist_ch_1":69.90923,"perim_ch_1":53.0323,"shape_bfr_ch_1":0.6893,"shape_lwr_ch_1":1.19474,"shape_p_2_a_ch_1":1.12971,"skew_inten_ch_1":-0.23559,"skew_inten_ch_3":1.27082,"skew_inten_ch_4":1.21978,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":55570,"total_inten_ch_2":40716,"total_inten_ch_3":51809,"total_inten_ch_4":9945,"var_inten_ch_1":100.25539,"var_inten_ch_3":331.96414,"var_inten_ch_4":62.82812,"width_ch_1":15.21999}
{"case":"Test","class":"WS","angle_ch_1":3.77736,"area_ch_1":327,"avg_inten_ch_1":197.86218,"avg_inten_ch_2":250.46154,"avg_inten_ch_3":141.94872,"avg_inten_ch_4":241.23718,"convex_hull_area_ratio_ch_1":1.02318,"convex_hull_perim_ratio_ch_1":0.97272,"diff_inten_density_ch_1":78.09622,"diff_inten_density_ch_3":104.09622,"diff_inten_density_ch_4":137.94845,"entropy_inten_ch_1":7.2175,"entropy_inten_ch_3":6.28091,"entropy_inten_ch_4":7.10582,"eq_circ_diam_ch_1":20.4057,"eq_ellipse_lwr_ch_1":1.60583,"eq_ellipse_oblate_vol_ch_1":571.21904,"eq_ellipse_prolate_vol_ch_1":355.71666,"eq_sphere_area_ch_1":1308.13605,"eq_sphere_vol_ch_1":4448.90556,"fiber_align_2_ch_3":1.32654,"fiber_align_2_ch_4":1.18912,"fiber_length_ch_1":18.05153,"fiber_width_ch_1":18.05153,"inten_cooc_asm_ch_3":0.06091,"inten_cooc_asm_ch_4":0.01619,"inten_cooc_contrast_ch_3":5.19343,"inten_cooc_contrast_ch_4":9.55922,"inten_cooc_entropy_ch_3":6.0091,"inten_cooc_entropy_ch_4":6.95193,"inten_cooc_max_ch_3":0.23649,"inten_cooc_max_ch_4":0.0979,"kurt_inten_ch_1":0.15328,"kurt_inten_ch_3":6.32528,"kurt_inten_ch_4":-0.7236,"length_ch_1":26.89846,"neighbor_avg_dist_ch_1":197.92348,"neighbor_min_dist_ch_1":26.55992,"neighbor_var_dist_ch_1":83.80598,"perim_ch_1":72.20612,"shape_bfr_ch_1":0.72294,"shape_lwr_ch_1":1.59943,"shape_p_2_a_ch_1":1.22355,"skew_inten_ch_1":-0.25426,"skew_inten_ch_3":2.11283,"skew_inten_ch_4":0.2199,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":61733,"total_inten_ch_2":77833,"total_inten_ch_3":44288,"total_inten_ch_4":75266,"var_inten_ch_1":68.99213,"var_inten_ch_3":167.69078,"var_inten_ch_4":175.06591,"width_ch_1":16.8175}
{"case":"Train","class":"WS","angle_ch_1":167.46127,"area_ch_1":176,"avg_inten_ch_1":211.06548,"avg_inten_ch_2":447.38095,"avg_inten_ch_3":70.83929,"avg_inten_ch_4":448.0119,"convex_hull_area_ratio_ch_1":1.02557,"convex_hull_perim_ratio_ch_1":0.97772,"diff_inten_density_ch_1":85.81699,"diff_inten_density_ch_3":64.55556,"diff_inten_density_ch_4":210.85621,"entropy_inten_ch_1":6.94869,"entropy_inten_ch_3":4.54466,"entropy_inten_ch_4":7.24946,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":1.3417,"eq_ellipse_oblate_vol_ch_1":206.30688,"eq_ellipse_prolate_vol_ch_1":153.76491,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.69329,"fiber_align_2_ch_4":1.21595,"fiber_length_ch_1":12.95821,"fiber_width_ch_1":12.95821,"inten_cooc_asm_ch_3":0.16525,"inten_cooc_asm_ch_4":0.00937,"inten_cooc_contrast_ch_3":4.51694,"inten_cooc_contrast_ch_4":8.35467,"inten_cooc_entropy_ch_3":4.6247,"inten_cooc_entropy_ch_4":6.963,"inten_cooc_max_ch_3":0.40397,"inten_cooc_max_ch_4":0.03311,"kurt_inten_ch_1":-0.77768,"kurt_inten_ch_3":2.62034,"kurt_inten_ch_4":-0.8436,"length_ch_1":18.32326,"neighbor_avg_dist_ch_1":192.91175,"neighbor_min_dist_ch_1":31.7876,"neighbor_var_dist_ch_1":81.5773,"perim_ch_1":51.83283,"shape_bfr_ch_1":0.69234,"shape_lwr_ch_1":1.32001,"shape_p_2_a_ch_1":1.1589,"skew_inten_ch_1":-0.3378,"skew_inten_ch_3":1.76075,"skew_inten_ch_4":0.31593,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":35459,"total_inten_ch_2":74993,"total_inten_ch_3":11901,"total_inten_ch_4":75266,"var_inten_ch_1":95.02118,"var_inten_ch_3":101.93546,"var_inten_ch_4":254.63305,"width_ch_1":13.88116}
{"case":"Train","class":"PS","angle_ch_1":111.13842,"area_ch_1":535,"avg_inten_ch_1":38.10763,"avg_inten_ch_2":3.31703,"avg_inten_ch_3":94.02544,"avg_inten_ch_4":64.12524,"convex_hull_area_ratio_ch_1":1.54025,"convex_hull_perim_ratio_ch_1":0.82094,"diff_inten_density_ch_1":42.80922,"diff_inten_density_ch_3":56.2776,"diff_inten_density_ch_4":42.57771,"entropy_inten_ch_1":6.25084,"entropy_inten_ch_3":7.12253,"entropy_inten_ch_4":5.98204,"eq_circ_diam_ch_1":26.11468,"eq_ellipse_lwr_ch_1":1.92476,"eq_ellipse_oblate_vol_ch_1":1310.81559,"eq_ellipse_prolate_vol_ch_1":681.0268,"eq_sphere_area_ch_1":2142.49206,"eq_sphere_vol_ch_1":9325.08171,"fiber_align_2_ch_3":1.41024,"fiber_align_2_ch_4":1.36385,"fiber_length_ch_1":65.72159,"fiber_width_ch_1":8.56854,"inten_cooc_asm_ch_3":0.00736,"inten_cooc_asm_ch_4":0.04787,"inten_cooc_contrast_ch_3":16.7381,"inten_cooc_contrast_ch_4":5.62344,"inten_cooc_entropy_ch_3":7.60932,"inten_cooc_entropy_ch_4":6.13744,"inten_cooc_max_ch_3":0.03871,"inten_cooc_max_ch_4":0.21505,"kurt_inten_ch_1":0.04527,"kurt_inten_ch_3":1.30747,"kurt_inten_ch_4":2.35819,"length_ch_1":43.0854,"neighbor_avg_dist_ch_1":204.65118,"neighbor_min_dist_ch_1":30.79949,"neighbor_var_dist_ch_1":68.69592,"perim_ch_1":148.58025,"shape_bfr_ch_1":0.387,"shape_lwr_ch_1":1.34126,"shape_p_2_a_ch_1":3.11957,"skew_inten_ch_1":0.51283,"skew_inten_ch_3":0.70151,"skew_inten_ch_4":1.53675,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":12,"total_inten_ch_1":19473,"total_inten_ch_2":1185,"total_inten_ch_3":48047,"total_inten_ch_4":32768,"var_inten_ch_1":24.09729,"var_inten_ch_3":58.78913,"var_inten_ch_4":72.07786,"width_ch_1":32.12316}
{"case":"Test","class":"WS","angle_ch_1":88.398,"area_ch_1":280,"avg_inten_ch_1":513.85075,"avg_inten_ch_2":512.94403,"avg_inten_ch_3":69.79478,"avg_inten_ch_4":241.32836,"convex_hull_area_ratio_ch_1":1.03617,"convex_hull_perim_ratio_ch_1":0.97699,"diff_inten_density_ch_1":158.69819,"diff_inten_density_ch_3":53.72435,"diff_inten_density_ch_4":147.31388,"entropy_inten_ch_1":7.73674,"entropy_inten_ch_3":6.40553,"entropy_inten_ch_4":7.07822,"eq_circ_diam_ch_1":18.91218,"eq_ellipse_lwr_ch_1":2.00254,"eq_ellipse_oblate_vol_ch_1":507.82483,"eq_ellipse_prolate_vol_ch_1":253.59083,"eq_sphere_area_ch_1":1123.65533,"eq_sphere_vol_ch_1":3541.79554,"fiber_align_2_ch_3":1.4816,"fiber_align_2_ch_4":1.27595,"fiber_length_ch_1":21.08602,"fiber_width_ch_1":13.74481,"inten_cooc_asm_ch_3":0.01845,"inten_cooc_asm_ch_4":0.01908,"inten_cooc_contrast_ch_3":8.88101,"inten_cooc_contrast_ch_4":9.08355,"inten_cooc_entropy_ch_3":6.83413,"inten_cooc_entropy_ch_4":6.79371,"inten_cooc_max_ch_3":0.11111,"inten_cooc_max_ch_4":0.11111,"kurt_inten_ch_1":-0.03937,"kurt_inten_ch_3":4.70329,"kurt_inten_ch_4":-0.07025,"length_ch_1":25.72834,"neighbor_avg_dist_ch_1":232.40504,"neighbor_min_dist_ch_1":28.7397,"neighbor_var_dist_ch_1":108.73522,"perim_ch_1":69.66167,"shape_bfr_ch_1":0.81541,"shape_lwr_ch_1":1.92143,"shape_p_2_a_ch_1":1.33242,"skew_inten_ch_1":-0.31192,"skew_inten_ch_3":1.75069,"skew_inten_ch_4":0.76273,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":137712,"total_inten_ch_2":137202,"total_inten_ch_3":18705,"total_inten_ch_4":64676,"var_inten_ch_1":179.72273,"var_inten_ch_3":69.9551,"var_inten_ch_4":197.44078,"width_ch_1":13.39019}
{"case":"Test","class":"PS","angle_ch_1":14.53682,"area_ch_1":703,"avg_inten_ch_1":46.83607,"avg_inten_ch_2":109.94337,"avg_inten_ch_3":54.9687,"avg_inten_ch_4":194.63934,"convex_hull_area_ratio_ch_1":1.02979,"convex_hull_perim_ratio_ch_1":0.96444,"diff_inten_density_ch_1":53.35331,"diff_inten_density_ch_3":46.66537,"diff_inten_density_ch_4":116.53307,"entropy_inten_ch_1":6.48019,"entropy_inten_ch_3":4.56993,"entropy_inten_ch_4":6.44554,"eq_circ_diam_ch_1":29.92509,"eq_ellipse_lwr_ch_1":1.38691,"eq_ellipse_oblate_vol_ch_1":1674.28575,"eq_ellipse_prolate_vol_ch_1":1207.20515,"eq_sphere_area_ch_1":2813.33107,"eq_sphere_vol_ch_1":14031.53152,"fiber_align_2_ch_3":1.58396,"fiber_align_2_ch_4":1.43355,"fiber_length_ch_1":26.37375,"fiber_width_ch_1":26.37375,"inten_cooc_asm_ch_3":0.21728,"inten_cooc_asm_ch_4":0.08082,"inten_cooc_contrast_ch_3":2.30177,"inten_cooc_contrast_ch_4":4.30902,"inten_cooc_entropy_ch_3":4.22194,"inten_cooc_entropy_ch_4":5.67603,"inten_cooc_max_ch_3":0.46512,"inten_cooc_max_ch_4":0.28217,"kurt_inten_ch_1":0.55368,"kurt_inten_ch_3":7.89896,"kurt_inten_ch_4":-0.42636,"length_ch_1":35.86162,"neighbor_avg_dist_ch_1":275.86684,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":135.77306,"perim_ch_1":105.495,"shape_bfr_ch_1":0.74938,"shape_lwr_ch_1":1.37026,"shape_p_2_a_ch_1":1.24298,"skew_inten_ch_1":0.89838,"skew_inten_ch_3":2.65749,"skew_inten_ch_4":0.86537,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":10,"total_inten_ch_1":31427,"total_inten_ch_2":73102,"total_inten_ch_3":36884,"total_inten_ch_4":130603,"var_inten_ch_1":39.15006,"var_inten_ch_3":99.23922,"var_inten_ch_4":211.63508,"width_ch_1":26.17138}
{"case":"Test","class":"PS","angle_ch_1":12.78963,"area_ch_1":1130,"avg_inten_ch_1":25.73494,"avg_inten_ch_2":27.2734,"avg_inten_ch_3":20.64411,"avg_inten_ch_4":13.77665,"convex_hull_area_ratio_ch_1":1.44565,"convex_hull_perim_ratio_ch_1":0.66089,"diff_inten_density_ch_1":38.44622,"diff_inten_density_ch_3":24.86056,"diff_inten_density_ch_4":17.16733,"entropy_inten_ch_1":5.80206,"entropy_inten_ch_3":5.33469,"entropy_inten_ch_4":4.78313,"eq_circ_diam_ch_1":37.94766,"eq_ellipse_lwr_ch_1":1.78148,"eq_ellipse_oblate_vol_ch_1":3869.40124,"eq_ellipse_prolate_vol_ch_1":2172.01924,"eq_sphere_area_ch_1":4523.97052,"eq_sphere_vol_ch_1":28612.34565,"fiber_align_2_ch_3":1.45232,"fiber_align_2_ch_4":1.52455,"fiber_length_ch_1":112.38568,"fiber_width_ch_1":10.49019,"inten_cooc_asm_ch_3":0.02497,"inten_cooc_asm_ch_4":0.02799,"inten_cooc_contrast_ch_3":22.29583,"inten_cooc_contrast_ch_4":18.53836,"inten_cooc_entropy_ch_3":7.29045,"inten_cooc_entropy_ch_4":6.96695,"inten_cooc_max_ch_3":0.14744,"inten_cooc_max_ch_4":0.15331,"kurt_inten_ch_1":-0.23331,"kurt_inten_ch_3":-0.31592,"kurt_inten_ch_4":-0.24257,"length_ch_1":61.21548,"neighbor_avg_dist_ch_1":219.84963,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":85.59549,"perim_ch_1":245.75174,"shape_bfr_ch_1":0.44156,"shape_lwr_ch_1":1.46304,"shape_p_2_a_ch_1":4.07649,"skew_inten_ch_1":0.66266,"skew_inten_ch_3":0.60242,"skew_inten_ch_4":0.73306,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":22,"total_inten_ch_1":27768,"total_inten_ch_2":28350,"total_inten_ch_3":22275,"total_inten_ch_4":14865,"var_inten_ch_1":20.86046,"var_inten_ch_3":17.67169,"var_inten_ch_4":13.06593,"width_ch_1":41.84131}
{"case":"Train","class":"WS","angle_ch_1":153.00963,"area_ch_1":256,"avg_inten_ch_1":278.77959,"avg_inten_ch_2":241.39592,"avg_inten_ch_3":66.04082,"avg_inten_ch_4":70.65306,"convex_hull_area_ratio_ch_1":1.10184,"convex_hull_perim_ratio_ch_1":0.95481,"diff_inten_density_ch_1":105.52466,"diff_inten_density_ch_3":46.45291,"diff_inten_density_ch_4":51.84753,"entropy_inten_ch_1":7.55697,"entropy_inten_ch_3":6.48131,"entropy_inten_ch_4":5.45771,"eq_circ_diam_ch_1":18.08245,"eq_ellipse_lwr_ch_1":2.3171,"eq_ellipse_oblate_vol_ch_1":477.46711,"eq_ellipse_prolate_vol_ch_1":206.06199,"eq_sphere_area_ch_1":1027.22222,"eq_sphere_vol_ch_1":3095.78237,"fiber_align_2_ch_3":1.53761,"fiber_align_2_ch_4":1.22778,"fiber_length_ch_1":27.05197,"fiber_width_ch_1":9.98707,"inten_cooc_asm_ch_3":0.009,"inten_cooc_asm_ch_4":0.08505,"inten_cooc_contrast_ch_3":15.68246,"inten_cooc_contrast_ch_4":5.44189,"inten_cooc_entropy_ch_3":7.34248,"inten_cooc_entropy_ch_4":5.60893,"inten_cooc_max_ch_3":0.06195,"inten_cooc_max_ch_4":0.28182,"kurt_inten_ch_1":-0.9457,"kurt_inten_ch_3":0.31525,"kurt_inten_ch_4":13.11928,"length_ch_1":29.77717,"neighbor_avg_dist_ch_1":172.27846,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":73.3349,"perim_ch_1":74.07809,"shape_bfr_ch_1":0.58673,"shape_lwr_ch_1":2.02583,"shape_p_2_a_ch_1":1.61633,"skew_inten_ch_1":-0.07094,"skew_inten_ch_3":0.44678,"skew_inten_ch_4":2.56619,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":68301,"total_inten_ch_2":58898,"total_inten_ch_3":16180,"total_inten_ch_4":17310,"var_inten_ch_1":134.21545,"var_inten_ch_3":44.15629,"var_inten_ch_4":79.24731,"width_ch_1":14.69875}
{"case":"Test","class":"PS","angle_ch_1":6.9069,"area_ch_1":247,"avg_inten_ch_1":74.56356,"avg_inten_ch_2":18.0678,"avg_inten_ch_3":155.77542,"avg_inten_ch_4":17.35593,"convex_hull_area_ratio_ch_1":1.11523,"convex_hull_perim_ratio_ch_1":0.95863,"diff_inten_density_ch_1":94.37674,"diff_inten_density_ch_3":190.41395,"diff_inten_density_ch_4":15.70698,"entropy_inten_ch_1":6.55343,"entropy_inten_ch_3":6.81408,"entropy_inten_ch_4":5.10783,"eq_circ_diam_ch_1":17.74722,"eq_ellipse_lwr_ch_1":3.42854,"eq_ellipse_oblate_vol_ch_1":549.09056,"eq_ellipse_prolate_vol_ch_1":160.15302,"eq_sphere_area_ch_1":989.48753,"eq_sphere_vol_ch_1":2926.77475,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.71192,"fiber_length_ch_1":30.43211,"fiber_width_ch_1":8.36975,"inten_cooc_asm_ch_3":0.00771,"inten_cooc_asm_ch_4":0.02279,"inten_cooc_contrast_ch_3":18.19411,"inten_cooc_contrast_ch_4":13.97787,"inten_cooc_entropy_ch_3":7.33307,"inten_cooc_entropy_ch_4":6.80738,"inten_cooc_max_ch_3":0.03125,"inten_cooc_max_ch_4":0.14286,"kurt_inten_ch_1":9.40049,"kurt_inten_ch_3":11.30621,"kurt_inten_ch_4":-0.52282,"length_ch_1":31.35323,"neighbor_avg_dist_ch_1":272.97957,"neighbor_min_dist_ch_1":20.47619,"neighbor_var_dist_ch_1":110.94345,"perim_ch_1":77.60373,"shape_bfr_ch_1":0.74258,"shape_lwr_ch_1":2.95093,"shape_p_2_a_ch_1":1.88152,"skew_inten_ch_1":2.94803,"skew_inten_ch_3":3.23824,"skew_inten_ch_4":0.5568,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17597,"total_inten_ch_2":4029,"total_inten_ch_3":36763,"total_inten_ch_4":4096,"var_inten_ch_1":97.81503,"var_inten_ch_3":240.11174,"var_inten_ch_4":14.65942,"width_ch_1":10.62485}
{"case":"Train","class":"WS","angle_ch_1":156.97793,"area_ch_1":295,"avg_inten_ch_1":701.87234,"avg_inten_ch_2":249.2695,"avg_inten_ch_3":50.67021,"avg_inten_ch_4":50.07447,"convex_hull_area_ratio_ch_1":1.02911,"convex_hull_perim_ratio_ch_1":0.96874,"diff_inten_density_ch_1":197.97143,"diff_inten_density_ch_3":62.71429,"diff_inten_density_ch_4":44.4819,"entropy_inten_ch_1":7.86028,"entropy_inten_ch_3":4.41732,"entropy_inten_ch_4":6.14223,"eq_circ_diam_ch_1":19.39987,"eq_ellipse_lwr_ch_1":1.31295,"eq_ellipse_oblate_vol_ch_1":443.83235,"eq_ellipse_prolate_vol_ch_1":338.04263,"eq_sphere_area_ch_1":1182.35374,"eq_sphere_vol_ch_1":3822.91779,"fiber_align_2_ch_3":1.02156,"fiber_align_2_ch_4":1.66856,"fiber_length_ch_1":16.96562,"fiber_width_ch_1":16.96562,"inten_cooc_asm_ch_3":0.15835,"inten_cooc_asm_ch_4":0.02084,"inten_cooc_contrast_ch_3":6.34759,"inten_cooc_contrast_ch_4":11.59696,"inten_cooc_entropy_ch_3":4.79853,"inten_cooc_entropy_ch_4":6.83057,"inten_cooc_max_ch_3":0.39773,"inten_cooc_max_ch_4":0.13027,"kurt_inten_ch_1":-0.7813,"kurt_inten_ch_3":2.28136,"kurt_inten_ch_4":0.10944,"length_ch_1":23.65012,"neighbor_avg_dist_ch_1":221.88054,"neighbor_min_dist_ch_1":28.11285,"neighbor_var_dist_ch_1":110.76789,"perim_ch_1":67.86247,"shape_bfr_ch_1":0.67849,"shape_lwr_ch_1":1.28387,"shape_p_2_a_ch_1":1.19736,"skew_inten_ch_1":-0.52571,"skew_inten_ch_3":1.59857,"skew_inten_ch_4":0.87727,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":197928,"total_inten_ch_2":70013,"total_inten_ch_3":14289,"total_inten_ch_4":14121,"var_inten_ch_1":304.46257,"var_inten_ch_3":70.90365,"var_inten_ch_4":47.08877,"width_ch_1":18.42093}
{"case":"Train","class":"WS","angle_ch_1":53.06517,"area_ch_1":150,"avg_inten_ch_1":549.63889,"avg_inten_ch_2":588.38889,"avg_inten_ch_3":322.79861,"avg_inten_ch_4":298.72222,"convex_hull_area_ratio_ch_1":1.03667,"convex_hull_perim_ratio_ch_1":0.97382,"diff_inten_density_ch_1":193.60536,"diff_inten_density_ch_3":222.80843,"diff_inten_density_ch_4":164.44061,"entropy_inten_ch_1":6.90944,"entropy_inten_ch_3":6.65006,"entropy_inten_ch_4":6.69173,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":1.11816,"eq_ellipse_oblate_vol_ch_1":149.45749,"eq_ellipse_prolate_vol_ch_1":133.66352,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.3706,"fiber_align_2_ch_4":1.02887,"fiber_length_ch_1":12.02223,"fiber_width_ch_1":12.02223,"inten_cooc_asm_ch_3":0.01232,"inten_cooc_asm_ch_4":0.00986,"inten_cooc_contrast_ch_3":13.51832,"inten_cooc_contrast_ch_4":11.71039,"inten_cooc_entropy_ch_3":6.86781,"inten_cooc_entropy_ch_4":6.98785,"inten_cooc_max_ch_3":0.0687,"inten_cooc_max_ch_4":0.05385,"kurt_inten_ch_1":-0.51583,"kurt_inten_ch_3":-0.15045,"kurt_inten_ch_4":-0.87288,"length_ch_1":15.97235,"neighbor_avg_dist_ch_1":157.34488,"neighbor_min_dist_ch_1":33.58345,"neighbor_var_dist_ch_1":65.3088,"perim_ch_1":48.08891,"shape_bfr_ch_1":0.64103,"shape_lwr_ch_1":1.08346,"shape_p_2_a_ch_1":1.17044,"skew_inten_ch_1":-0.72341,"skew_inten_ch_3":0.33245,"skew_inten_ch_4":-0.28433,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":79148,"total_inten_ch_2":84585,"total_inten_ch_3":46483,"total_inten_ch_4":43016,"var_inten_ch_1":240.25289,"var_inten_ch_3":202.11715,"var_inten_ch_4":169.18758,"width_ch_1":14.74192}
{"case":"Test","class":"PS","angle_ch_1":27.88581,"area_ch_1":178,"avg_inten_ch_1":88.11176,"avg_inten_ch_2":159.43529,"avg_inten_ch_3":205.76471,"avg_inten_ch_4":18.73529,"convex_hull_area_ratio_ch_1":1.38776,"convex_hull_perim_ratio_ch_1":0.82557,"diff_inten_density_ch_1":96.2,"diff_inten_density_ch_3":214.00339,"diff_inten_density_ch_4":18.50508,"entropy_inten_ch_1":6.74301,"entropy_inten_ch_3":6.95922,"entropy_inten_ch_4":1.2346,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":1.55167,"eq_ellipse_oblate_vol_ch_1":225.83656,"eq_ellipse_prolate_vol_ch_1":145.54444,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.42645,"fiber_length_ch_1":31.31199,"fiber_width_ch_1":6.15113,"inten_cooc_asm_ch_3":0.00746,"inten_cooc_asm_ch_4":0.69349,"inten_cooc_contrast_ch_3":22.76894,"inten_cooc_contrast_ch_4":0.16977,"inten_cooc_entropy_ch_3":7.25988,"inten_cooc_entropy_ch_4":1.18459,"inten_cooc_max_ch_3":0.02027,"inten_cooc_max_ch_4":0.83784,"kurt_inten_ch_1":-0.20491,"kurt_inten_ch_3":-0.05719,"kurt_inten_ch_4":10.53057,"length_ch_1":21.60876,"neighbor_avg_dist_ch_1":198.90557,"neighbor_min_dist_ch_1":20.50177,"neighbor_var_dist_ch_1":78.62867,"perim_ch_1":74.92624,"shape_bfr_ch_1":0.4812,"shape_lwr_ch_1":1.26095,"shape_p_2_a_ch_1":2.31948,"skew_inten_ch_1":0.6853,"skew_inten_ch_3":0.71818,"skew_inten_ch_4":3.37796,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":14979,"total_inten_ch_2":26935,"total_inten_ch_3":34980,"total_inten_ch_4":3185,"var_inten_ch_1":63.13379,"var_inten_ch_3":157.59741,"var_inten_ch_4":59.2324,"width_ch_1":17.13689}
{"case":"Test","class":"WS","angle_ch_1":168.0765,"area_ch_1":291,"avg_inten_ch_1":51.10432,"avg_inten_ch_2":280.14748,"avg_inten_ch_3":81.27338,"avg_inten_ch_4":149.22302,"convex_hull_area_ratio_ch_1":1.06908,"convex_hull_perim_ratio_ch_1":0.94682,"diff_inten_density_ch_1":54.10938,"diff_inten_density_ch_3":68.58203,"diff_inten_density_ch_4":87.90625,"entropy_inten_ch_1":6.39831,"entropy_inten_ch_3":6.83422,"entropy_inten_ch_4":5.50361,"eq_circ_diam_ch_1":19.26179,"eq_ellipse_lwr_ch_1":1.97135,"eq_ellipse_oblate_vol_ch_1":532.31706,"eq_ellipse_prolate_vol_ch_1":270.02694,"eq_sphere_area_ch_1":1165.58277,"eq_sphere_vol_ch_1":3741.86823,"fiber_align_2_ch_3":1.57251,"fiber_align_2_ch_4":1.21511,"fiber_length_ch_1":25.55006,"fiber_width_ch_1":11.87668,"inten_cooc_asm_ch_3":0.0072,"inten_cooc_asm_ch_4":0.09615,"inten_cooc_contrast_ch_3":15.09791,"inten_cooc_contrast_ch_4":3.15529,"inten_cooc_entropy_ch_3":7.48599,"inten_cooc_entropy_ch_4":5.25268,"inten_cooc_max_ch_3":0.03586,"inten_cooc_max_ch_4":0.30268,"kurt_inten_ch_1":6.30826,"kurt_inten_ch_3":15.42215,"kurt_inten_ch_4":-0.59234,"length_ch_1":28.52712,"neighbor_avg_dist_ch_1":246.07682,"neighbor_min_dist_ch_1":27.71859,"neighbor_var_dist_ch_1":108.78064,"perim_ch_1":74.85348,"shape_bfr_ch_1":0.69419,"shape_lwr_ch_1":1.9387,"shape_p_2_a_ch_1":1.46935,"skew_inten_ch_1":1.82985,"skew_inten_ch_3":3.24098,"skew_inten_ch_4":0.85095,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":14207,"total_inten_ch_2":77604,"total_inten_ch_3":22594,"total_inten_ch_4":41484,"var_inten_ch_1":38.2091,"var_inten_ch_3":81.04704,"var_inten_ch_4":171.8535,"width_ch_1":14.71456}
{"case":"Train","class":"PS","angle_ch_1":78.31878,"area_ch_1":189,"avg_inten_ch_1":36.8895,"avg_inten_ch_2":246.19337,"avg_inten_ch_3":46.33149,"avg_inten_ch_4":161.28177,"convex_hull_area_ratio_ch_1":1.09618,"convex_hull_perim_ratio_ch_1":0.93103,"diff_inten_density_ch_1":52.22699,"diff_inten_density_ch_3":46.19018,"diff_inten_density_ch_4":113.31288,"entropy_inten_ch_1":6.09166,"entropy_inten_ch_3":3.65189,"entropy_inten_ch_4":6.12307,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":2.0304,"eq_ellipse_oblate_vol_ch_1":283.81152,"eq_ellipse_prolate_vol_ch_1":139.78121,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.67961,"fiber_align_2_ch_4":1.78758,"fiber_length_ch_1":22.34746,"fiber_width_ch_1":8.90004,"inten_cooc_asm_ch_3":0.2641,"inten_cooc_asm_ch_4":0.02571,"inten_cooc_contrast_ch_3":1.61083,"inten_cooc_contrast_ch_4":8.55805,"inten_cooc_entropy_ch_3":3.57183,"inten_cooc_entropy_ch_4":6.35289,"inten_cooc_max_ch_3":0.52096,"inten_cooc_max_ch_4":0.1497,"kurt_inten_ch_1":0.07867,"kurt_inten_ch_3":2.38381,"kurt_inten_ch_4":-0.70549,"length_ch_1":23.50833,"neighbor_avg_dist_ch_1":265.89816,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":129.97624,"perim_ch_1":62.495,"shape_bfr_ch_1":0.59859,"shape_lwr_ch_1":1.74365,"shape_p_2_a_ch_1":1.56264,"skew_inten_ch_1":0.75711,"skew_inten_ch_3":1.84,"skew_inten_ch_4":0.52735,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":2,"total_inten_ch_1":6677,"total_inten_ch_2":44381,"total_inten_ch_3":8386,"total_inten_ch_4":29192,"var_inten_ch_1":27.20982,"var_inten_ch_3":79.18934,"var_inten_ch_4":134.3774,"width_ch_1":13.48228}
{"case":"Train","class":"PS","angle_ch_1":1.70882,"area_ch_1":204,"avg_inten_ch_1":55.54872,"avg_inten_ch_2":5.8359,"avg_inten_ch_3":91.24615,"avg_inten_ch_4":2.92821,"convex_hull_area_ratio_ch_1":1.18788,"convex_hull_perim_ratio_ch_1":0.84704,"diff_inten_density_ch_1":71.9683,"diff_inten_density_ch_3":137.16138,"diff_inten_density_ch_4":6.82709,"entropy_inten_ch_1":5.97854,"entropy_inten_ch_3":3.089,"entropy_inten_ch_4":3.10601,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":1.78946,"eq_ellipse_oblate_vol_ch_1":297.94401,"eq_ellipse_prolate_vol_ch_1":166.49925,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.57161,"fiber_align_2_ch_4":1,"fiber_length_ch_1":28.64328,"fiber_width_ch_1":7.54761,"inten_cooc_asm_ch_3":0.33876,"inten_cooc_asm_ch_4":0.03189,"inten_cooc_contrast_ch_3":1.70142,"inten_cooc_contrast_ch_4":12.22874,"inten_cooc_entropy_ch_3":3.14523,"inten_cooc_entropy_ch_4":5.69482,"inten_cooc_max_ch_3":0.58621,"inten_cooc_max_ch_4":0.13295,"kurt_inten_ch_1":9.32017,"kurt_inten_ch_3":13.30323,"kurt_inten_ch_4":1.06992,"length_ch_1":20.71133,"neighbor_avg_dist_ch_1":222.52115,"neighbor_min_dist_ch_1":34.80952,"neighbor_var_dist_ch_1":98.64448,"perim_ch_1":72.38178,"shape_bfr_ch_1":0.69475,"shape_lwr_ch_1":1.45805,"shape_p_2_a_ch_1":1.92847,"skew_inten_ch_1":3.0047,"skew_inten_ch_3":3.603,"skew_inten_ch_4":1.17223,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10832,"total_inten_ch_2":944,"total_inten_ch_3":17793,"total_inten_ch_4":571,"var_inten_ch_1":82.70858,"var_inten_ch_3":242.34263,"var_inten_ch_4":3.1857,"width_ch_1":14.20484}
{"case":"Test","class":"PS","angle_ch_1":7.49163,"area_ch_1":163,"avg_inten_ch_1":39.35897,"avg_inten_ch_2":7.10897,"avg_inten_ch_3":49.95513,"avg_inten_ch_4":3.47436,"convex_hull_area_ratio_ch_1":1.29167,"convex_hull_perim_ratio_ch_1":0.89112,"diff_inten_density_ch_1":54.65799,"diff_inten_density_ch_3":57.33457,"diff_inten_density_ch_4":7.71375,"entropy_inten_ch_1":5.93793,"entropy_inten_ch_3":4.72427,"entropy_inten_ch_4":3.13739,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":3.58774,"eq_ellipse_oblate_vol_ch_1":301.86937,"eq_ellipse_prolate_vol_ch_1":84.1391,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.67339,"fiber_align_2_ch_4":2,"fiber_length_ch_1":30.28928,"fiber_width_ch_1":5.81378,"inten_cooc_asm_ch_3":0.08431,"inten_cooc_asm_ch_4":0.05494,"inten_cooc_contrast_ch_3":7.52584,"inten_cooc_contrast_ch_4":11.50742,"inten_cooc_entropy_ch_3":5.40685,"inten_cooc_entropy_ch_4":5.35882,"inten_cooc_max_ch_3":0.28777,"inten_cooc_max_ch_4":0.19424,"kurt_inten_ch_1":1.88326,"kurt_inten_ch_3":2.92183,"kurt_inten_ch_4":1.55229,"length_ch_1":26.92577,"neighbor_avg_dist_ch_1":258.89459,"neighbor_min_dist_ch_1":35.89179,"neighbor_var_dist_ch_1":127.27715,"perim_ch_1":72.20612,"shape_bfr_ch_1":0.58591,"shape_lwr_ch_1":2.59779,"shape_p_2_a_ch_1":2.35607,"skew_inten_ch_1":1.42607,"skew_inten_ch_3":1.78247,"skew_inten_ch_4":1.49097,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6140,"total_inten_ch_2":954,"total_inten_ch_3":7793,"total_inten_ch_4":542,"var_inten_ch_1":35.90174,"var_inten_ch_3":68.42283,"var_inten_ch_4":4.64296,"width_ch_1":10.36486}
{"case":"Test","class":"PS","angle_ch_1":62.56011,"area_ch_1":238,"avg_inten_ch_1":75.61404,"avg_inten_ch_2":389.74123,"avg_inten_ch_3":119.23246,"avg_inten_ch_4":103.55263,"convex_hull_area_ratio_ch_1":1.05374,"convex_hull_perim_ratio_ch_1":0.95441,"diff_inten_density_ch_1":50.64286,"diff_inten_density_ch_3":81.37619,"diff_inten_density_ch_4":57.04286,"entropy_inten_ch_1":6.60575,"entropy_inten_ch_3":6.96744,"entropy_inten_ch_4":6.61806,"eq_circ_diam_ch_1":17.44382,"eq_ellipse_lwr_ch_1":1.23684,"eq_ellipse_oblate_vol_ch_1":313.17078,"eq_ellipse_prolate_vol_ch_1":253.20158,"eq_sphere_area_ch_1":955.94558,"eq_sphere_vol_ch_1":2779.22409,"fiber_align_2_ch_3":1.50155,"fiber_align_2_ch_4":1.16461,"fiber_length_ch_1":15.47382,"fiber_width_ch_1":15.47382,"inten_cooc_asm_ch_3":0.00717,"inten_cooc_asm_ch_4":0.01558,"inten_cooc_contrast_ch_3":12.69275,"inten_cooc_contrast_ch_4":5.18087,"inten_cooc_entropy_ch_3":7.34278,"inten_cooc_entropy_ch_4":6.64795,"inten_cooc_max_ch_3":0.01896,"inten_cooc_max_ch_4":0.08134,"kurt_inten_ch_1":-0.63978,"kurt_inten_ch_3":-0.52254,"kurt_inten_ch_4":0.37145,"length_ch_1":20.19948,"neighbor_avg_dist_ch_1":274.84834,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":132.06786,"perim_ch_1":61.89527,"shape_bfr_ch_1":0.67845,"shape_lwr_ch_1":1.15832,"shape_p_2_a_ch_1":1.22591,"skew_inten_ch_1":0.18954,"skew_inten_ch_3":0.57426,"skew_inten_ch_4":1.11848,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":17240,"total_inten_ch_2":88634,"total_inten_ch_3":27185,"total_inten_ch_4":23610,"var_inten_ch_1":40.56779,"var_inten_ch_3":81.29076,"var_inten_ch_4":104.97223,"width_ch_1":17.43865}
{"case":"Train","class":"WS","angle_ch_1":40.58257,"area_ch_1":150,"avg_inten_ch_1":96.60417,"avg_inten_ch_2":464.80556,"avg_inten_ch_3":76.70139,"avg_inten_ch_4":272.25694,"convex_hull_area_ratio_ch_1":1.03642,"convex_hull_perim_ratio_ch_1":0.97111,"diff_inten_density_ch_1":54.65385,"diff_inten_density_ch_3":67.92308,"diff_inten_density_ch_4":203.38462,"entropy_inten_ch_1":6.29212,"entropy_inten_ch_3":5.90679,"entropy_inten_ch_4":6.69927,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":1.38182,"eq_ellipse_oblate_vol_ch_1":166.14629,"eq_ellipse_prolate_vol_ch_1":120.2375,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.62948,"fiber_align_2_ch_4":1.79407,"fiber_length_ch_1":12.23427,"fiber_width_ch_1":12.23427,"inten_cooc_asm_ch_3":0.02537,"inten_cooc_asm_ch_4":0.01178,"inten_cooc_contrast_ch_3":9.14615,"inten_cooc_contrast_ch_4":11.68846,"inten_cooc_entropy_ch_3":6.39484,"inten_cooc_entropy_ch_4":6.86487,"inten_cooc_max_ch_3":0.13846,"inten_cooc_max_ch_4":0.06154,"kurt_inten_ch_1":-0.73315,"kurt_inten_ch_3":0.32853,"kurt_inten_ch_4":-0.40904,"length_ch_1":17.43453,"neighbor_avg_dist_ch_1":218.82064,"neighbor_min_dist_ch_1":50.54136,"neighbor_var_dist_ch_1":93.11711,"perim_ch_1":48.93706,"shape_bfr_ch_1":0.66068,"shape_lwr_ch_1":1.3305,"shape_p_2_a_ch_1":1.20406,"skew_inten_ch_1":-0.19242,"skew_inten_ch_3":0.86462,"skew_inten_ch_4":0.62307,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":13911,"total_inten_ch_2":66789,"total_inten_ch_3":11045,"total_inten_ch_4":39205,"var_inten_ch_1":37.61597,"var_inten_ch_3":69.70962,"var_inten_ch_4":199.18786,"width_ch_1":13.10378}
{"case":"Test","class":"PS","angle_ch_1":123.66203,"area_ch_1":436,"avg_inten_ch_1":33.69952,"avg_inten_ch_2":77.51202,"avg_inten_ch_3":58.60096,"avg_inten_ch_4":31.92548,"convex_hull_area_ratio_ch_1":1.59886,"convex_hull_perim_ratio_ch_1":0.7773,"diff_inten_density_ch_1":41.24966,"diff_inten_density_ch_3":47.61208,"diff_inten_density_ch_4":26.11946,"entropy_inten_ch_1":6.19351,"entropy_inten_ch_3":6.59654,"entropy_inten_ch_4":5.03679,"eq_circ_diam_ch_1":23.56247,"eq_ellipse_lwr_ch_1":3.29486,"eq_ellipse_oblate_vol_ch_1":1259.73791,"eq_ellipse_prolate_vol_ch_1":382.33398,"eq_sphere_area_ch_1":1744.18141,"eq_sphere_vol_ch_1":6849.53819,"fiber_align_2_ch_3":1.03315,"fiber_align_2_ch_4":1.13892,"fiber_length_ch_1":68.33562,"fiber_width_ch_1":6.7299,"inten_cooc_asm_ch_3":0.01002,"inten_cooc_asm_ch_4":0.08989,"inten_cooc_contrast_ch_3":11.55574,"inten_cooc_contrast_ch_4":4.84811,"inten_cooc_entropy_ch_3":7.30524,"inten_cooc_entropy_ch_4":5.52783,"inten_cooc_max_ch_3":0.0615,"inten_cooc_max_ch_4":0.2938,"kurt_inten_ch_1":1.04041,"kurt_inten_ch_3":2.71468,"kurt_inten_ch_4":0.47632,"length_ch_1":49.40599,"neighbor_avg_dist_ch_1":176.72263,"neighbor_min_dist_ch_1":24.6566,"neighbor_var_dist_ch_1":74.6517,"perim_ch_1":150.13103,"shape_bfr_ch_1":0.45674,"shape_lwr_ch_1":2.55677,"shape_p_2_a_ch_1":3.90008,"skew_inten_ch_1":0.93722,"skew_inten_ch_3":1.59128,"skew_inten_ch_4":1.23804,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":13,"total_inten_ch_1":14019,"total_inten_ch_2":31830,"total_inten_ch_3":24378,"total_inten_ch_4":13281,"var_inten_ch_1":25.77284,"var_inten_ch_3":56.6717,"var_inten_ch_4":40.77508,"width_ch_1":19.32358}
{"case":"Test","class":"PS","angle_ch_1":165.63302,"area_ch_1":172,"avg_inten_ch_1":84.70303,"avg_inten_ch_2":251.14545,"avg_inten_ch_3":84.2303,"avg_inten_ch_4":99.95758,"convex_hull_area_ratio_ch_1":1.07959,"convex_hull_perim_ratio_ch_1":0.96892,"diff_inten_density_ch_1":58.49664,"diff_inten_density_ch_3":49.12752,"diff_inten_density_ch_4":70.46309,"entropy_inten_ch_1":6.5933,"entropy_inten_ch_3":5.14069,"entropy_inten_ch_4":5.52041,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.82791,"eq_ellipse_oblate_vol_ch_1":234.38259,"eq_ellipse_prolate_vol_ch_1":128.22408,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.04044,"fiber_align_2_ch_4":1.56066,"fiber_length_ch_1":17.26262,"fiber_width_ch_1":10.48938,"inten_cooc_asm_ch_3":0.10085,"inten_cooc_asm_ch_4":0.06478,"inten_cooc_contrast_ch_3":2.55272,"inten_cooc_contrast_ch_4":5.65461,"inten_cooc_entropy_ch_3":5.06268,"inten_cooc_entropy_ch_4":5.6995,"inten_cooc_max_ch_3":0.31507,"inten_cooc_max_ch_4":0.24342,"kurt_inten_ch_1":0.13188,"kurt_inten_ch_3":1.18064,"kurt_inten_ch_4":-0.59039,"length_ch_1":20.62231,"neighbor_avg_dist_ch_1":279.31471,"neighbor_min_dist_ch_1":15.35714,"neighbor_var_dist_ch_1":140.58544,"perim_ch_1":55.50399,"shape_bfr_ch_1":0.67582,"shape_lwr_ch_1":1.66181,"shape_p_2_a_ch_1":1.35388,"skew_inten_ch_1":0.71243,"skew_inten_ch_3":1.38792,"skew_inten_ch_4":0.66499,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":13976,"total_inten_ch_2":41275,"total_inten_ch_3":13898,"total_inten_ch_4":16493,"var_inten_ch_1":44.65914,"var_inten_ch_3":106.86812,"var_inten_ch_4":98.61166,"width_ch_1":12.40957}
{"case":"Train","class":"WS","angle_ch_1":120.56365,"area_ch_1":238,"avg_inten_ch_1":110.90351,"avg_inten_ch_2":306.31579,"avg_inten_ch_3":12.78509,"avg_inten_ch_4":33.71491,"convex_hull_area_ratio_ch_1":1.06316,"convex_hull_perim_ratio_ch_1":0.96118,"diff_inten_density_ch_1":60.40811,"diff_inten_density_ch_3":15.52029,"diff_inten_density_ch_4":28.07399,"entropy_inten_ch_1":6.80161,"entropy_inten_ch_3":2.85096,"entropy_inten_ch_4":4.07477,"eq_circ_diam_ch_1":17.44382,"eq_ellipse_lwr_ch_1":1.61458,"eq_ellipse_oblate_vol_ch_1":357.81041,"eq_ellipse_prolate_vol_ch_1":221.61271,"eq_sphere_area_ch_1":955.94558,"eq_sphere_vol_ch_1":2779.22409,"fiber_align_2_ch_3":1.32398,"fiber_align_2_ch_4":1.72737,"fiber_length_ch_1":19.25401,"fiber_width_ch_1":12.92947,"inten_cooc_asm_ch_3":0.33003,"inten_cooc_asm_ch_4":0.24704,"inten_cooc_contrast_ch_3":2.29286,"inten_cooc_contrast_ch_4":2.83693,"inten_cooc_entropy_ch_3":3.36294,"inten_cooc_entropy_ch_4":3.98872,"inten_cooc_max_ch_3":0.57212,"inten_cooc_max_ch_4":0.50237,"kurt_inten_ch_1":-0.58235,"kurt_inten_ch_3":3.12412,"kurt_inten_ch_4":-0.09213,"length_ch_1":23.87855,"neighbor_avg_dist_ch_1":179.75265,"neighbor_min_dist_ch_1":29.70812,"neighbor_var_dist_ch_1":79.41229,"perim_ch_1":64.36696,"shape_bfr_ch_1":0.6277,"shape_lwr_ch_1":1.49761,"shape_p_2_a_ch_1":1.32438,"skew_inten_ch_1":0.04663,"skew_inten_ch_3":1.83787,"skew_inten_ch_4":1.10972,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":25286,"total_inten_ch_2":69613,"total_inten_ch_3":2915,"total_inten_ch_4":7687,"var_inten_ch_1":53.80202,"var_inten_ch_3":21.70036,"var_inten_ch_4":45.91757,"width_ch_1":15.94446}
{"case":"Train","class":"WS","angle_ch_1":95.50397,"area_ch_1":160,"avg_inten_ch_1":281.92157,"avg_inten_ch_2":532.67974,"avg_inten_ch_3":470.81699,"avg_inten_ch_4":25.66013,"convex_hull_area_ratio_ch_1":1.06729,"convex_hull_perim_ratio_ch_1":0.95892,"diff_inten_density_ch_1":152.02174,"diff_inten_density_ch_3":284.3913,"diff_inten_density_ch_4":25.26812,"entropy_inten_ch_1":6.96808,"entropy_inten_ch_3":3.69662,"entropy_inten_ch_4":4.32638,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":1.54135,"eq_ellipse_oblate_vol_ch_1":192.18029,"eq_ellipse_prolate_vol_ch_1":124.68338,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.30639,"fiber_align_2_ch_4":1.11966,"fiber_length_ch_1":15.50341,"fiber_width_ch_1":10.8007,"inten_cooc_asm_ch_3":0.29145,"inten_cooc_asm_ch_4":0.10707,"inten_cooc_contrast_ch_3":0.97721,"inten_cooc_contrast_ch_4":5.27763,"inten_cooc_entropy_ch_3":3.35775,"inten_cooc_entropy_ch_4":5.14491,"inten_cooc_max_ch_3":0.53571,"inten_cooc_max_ch_4":0.31618,"kurt_inten_ch_1":4.03325,"kurt_inten_ch_3":1.84495,"kurt_inten_ch_4":0.58616,"length_ch_1":17.61911,"neighbor_avg_dist_ch_1":184.08641,"neighbor_min_dist_ch_1":19.4793,"neighbor_var_dist_ch_1":73.62599,"perim_ch_1":52.60822,"shape_bfr_ch_1":0.71558,"shape_lwr_ch_1":1.38514,"shape_p_2_a_ch_1":1.31527,"skew_inten_ch_1":1.97554,"skew_inten_ch_3":1.64118,"skew_inten_ch_4":1.21739,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":43134,"total_inten_ch_2":81348,"total_inten_ch_3":72035,"total_inten_ch_4":3926,"var_inten_ch_1":229.54284,"var_inten_ch_3":757.02096,"var_inten_ch_4":31.68909,"width_ch_1":12.72006}
{"case":"Test","class":"PS","angle_ch_1":161.86525,"area_ch_1":234,"avg_inten_ch_1":34.30357,"avg_inten_ch_2":231.13839,"avg_inten_ch_3":1.82143,"avg_inten_ch_4":99.79464,"convex_hull_area_ratio_ch_1":1.10323,"convex_hull_perim_ratio_ch_1":0.93452,"diff_inten_density_ch_1":42.86308,"diff_inten_density_ch_3":5.90465,"diff_inten_density_ch_4":65.42054,"entropy_inten_ch_1":5.94158,"entropy_inten_ch_3":1.68556,"entropy_inten_ch_4":5.7641,"eq_circ_diam_ch_1":17.29013,"eq_ellipse_lwr_ch_1":1.87341,"eq_ellipse_oblate_vol_ch_1":375.32747,"eq_ellipse_prolate_vol_ch_1":200.34421,"eq_sphere_area_ch_1":939.1746,"eq_sphere_vol_ch_1":2706.40834,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.03893,"fiber_length_ch_1":23.91761,"fiber_width_ch_1":10.18928,"inten_cooc_asm_ch_3":0.41872,"inten_cooc_asm_ch_4":0.056,"inten_cooc_contrast_ch_3":2.37238,"inten_cooc_contrast_ch_4":4.58784,"inten_cooc_entropy_ch_3":2.50469,"inten_cooc_entropy_ch_4":5.85866,"inten_cooc_max_ch_3":0.65049,"inten_cooc_max_ch_4":0.22167,"kurt_inten_ch_1":0.14649,"kurt_inten_ch_3":9.94622,"kurt_inten_ch_4":-0.32246,"length_ch_1":23.61867,"neighbor_avg_dist_ch_1":195.12678,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":87.59753,"perim_ch_1":68.21378,"shape_bfr_ch_1":0.66888,"shape_lwr_ch_1":1.58919,"shape_p_2_a_ch_1":1.51939,"skew_inten_ch_1":0.57785,"skew_inten_ch_3":3.05597,"skew_inten_ch_4":0.84931,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":11,"total_inten_ch_1":7684,"total_inten_ch_2":51552,"total_inten_ch_3":408,"total_inten_ch_4":22354,"var_inten_ch_1":21.63345,"var_inten_ch_3":4.4395,"var_inten_ch_4":103.18838,"width_ch_1":14.86208}
{"case":"Test","class":"PS","angle_ch_1":86.89982,"area_ch_1":153,"avg_inten_ch_1":66.30822,"avg_inten_ch_2":5.12329,"avg_inten_ch_3":98.62329,"avg_inten_ch_4":85.34932,"convex_hull_area_ratio_ch_1":1.08646,"convex_hull_perim_ratio_ch_1":0.95065,"diff_inten_density_ch_1":58.42857,"diff_inten_density_ch_3":63.78764,"diff_inten_density_ch_4":50.62934,"entropy_inten_ch_1":6.30785,"entropy_inten_ch_3":6.54572,"entropy_inten_ch_4":5.58336,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":2.70046,"eq_ellipse_oblate_vol_ch_1":237.12075,"eq_ellipse_prolate_vol_ch_1":87.8076,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.70561,"fiber_align_2_ch_4":1.31016,"fiber_length_ch_1":21.65923,"fiber_width_ch_1":7.41645,"inten_cooc_asm_ch_3":0.00965,"inten_cooc_asm_ch_4":0.03412,"inten_cooc_contrast_ch_3":8.92018,"inten_cooc_contrast_ch_4":4.5209,"inten_cooc_entropy_ch_3":6.92736,"inten_cooc_entropy_ch_4":6.08499,"inten_cooc_max_ch_3":0.02612,"inten_cooc_max_ch_4":0.17164,"kurt_inten_ch_1":-0.97451,"kurt_inten_ch_3":-0.47231,"kurt_inten_ch_4":-1.02692,"length_ch_1":21.80075,"neighbor_avg_dist_ch_1":284.72867,"neighbor_min_dist_ch_1":41.22025,"neighbor_var_dist_ch_1":117.05787,"perim_ch_1":58.15135,"shape_bfr_ch_1":0.75838,"shape_lwr_ch_1":2.35527,"shape_p_2_a_ch_1":1.67521,"skew_inten_ch_1":0.20798,"skew_inten_ch_3":0.67717,"skew_inten_ch_4":0.50761,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":9681,"total_inten_ch_2":603,"total_inten_ch_3":14399,"total_inten_ch_4":12461,"var_inten_ch_1":37.34999,"var_inten_ch_3":72.71149,"var_inten_ch_4":79.87212,"width_ch_1":9.25617}
{"case":"Test","class":"PS","angle_ch_1":83.04198,"area_ch_1":159,"avg_inten_ch_1":33.55921,"avg_inten_ch_2":303.42105,"avg_inten_ch_3":24.35526,"avg_inten_ch_4":119.36184,"convex_hull_area_ratio_ch_1":1.0127,"convex_hull_perim_ratio_ch_1":0.9882,"diff_inten_density_ch_1":38.51273,"diff_inten_density_ch_3":20.78909,"diff_inten_density_ch_4":65.34182,"entropy_inten_ch_1":5.75582,"entropy_inten_ch_3":3.77449,"entropy_inten_ch_4":6.41327,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":2.21879,"eq_ellipse_oblate_vol_ch_1":228.32039,"eq_ellipse_prolate_vol_ch_1":102.90327,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.26267,"fiber_align_2_ch_4":1.6567,"fiber_length_ch_1":16.20335,"fiber_width_ch_1":10.18859,"inten_cooc_asm_ch_3":0.19876,"inten_cooc_asm_ch_4":0.0124,"inten_cooc_contrast_ch_3":2.68211,"inten_cooc_contrast_ch_4":8.22786,"inten_cooc_entropy_ch_3":4.15064,"inten_cooc_entropy_ch_4":6.79728,"inten_cooc_max_ch_3":0.44697,"inten_cooc_max_ch_4":0.06818,"kurt_inten_ch_1":-0.17243,"kurt_inten_ch_3":0.56552,"kurt_inten_ch_4":-0.90059,"length_ch_1":21.06955,"neighbor_avg_dist_ch_1":200.98741,"neighbor_min_dist_ch_1":12.3283,"neighbor_var_dist_ch_1":66.04513,"perim_ch_1":52.78388,"shape_bfr_ch_1":0.73683,"shape_lwr_ch_1":2.05303,"shape_p_2_a_ch_1":1.34299,"skew_inten_ch_1":0.45064,"skew_inten_ch_3":1.37064,"skew_inten_ch_4":0.1073,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":5101,"total_inten_ch_2":45969,"total_inten_ch_3":3702,"total_inten_ch_4":18143,"var_inten_ch_1":18.95033,"var_inten_ch_3":35.73466,"var_inten_ch_4":81.39019,"width_ch_1":10.26266}
{"case":"Test","class":"WS","angle_ch_1":72.90805,"area_ch_1":376,"avg_inten_ch_1":400.45682,"avg_inten_ch_2":287.93315,"avg_inten_ch_3":24.91643,"avg_inten_ch_4":131.39833,"convex_hull_area_ratio_ch_1":1.14837,"convex_hull_perim_ratio_ch_1":0.90743,"diff_inten_density_ch_1":169.28054,"diff_inten_density_ch_3":20.98492,"diff_inten_density_ch_4":67.03922,"entropy_inten_ch_1":8.15557,"entropy_inten_ch_3":5.32067,"entropy_inten_ch_4":6.96888,"eq_circ_diam_ch_1":21.88877,"eq_ellipse_lwr_ch_1":2.12694,"eq_ellipse_oblate_vol_ch_1":811.41089,"eq_ellipse_prolate_vol_ch_1":381.49216,"eq_sphere_area_ch_1":1505.19501,"eq_sphere_vol_ch_1":5491.14572,"fiber_align_2_ch_3":1.41204,"fiber_align_2_ch_4":1.12068,"fiber_length_ch_1":34.47892,"fiber_width_ch_1":11.42309,"inten_cooc_asm_ch_3":0.05107,"inten_cooc_asm_ch_4":0.02246,"inten_cooc_contrast_ch_3":9.28868,"inten_cooc_contrast_ch_4":5.67756,"inten_cooc_entropy_ch_3":6.18237,"inten_cooc_entropy_ch_4":6.61466,"inten_cooc_max_ch_3":0.21515,"inten_cooc_max_ch_4":0.12012,"kurt_inten_ch_1":-0.37907,"kurt_inten_ch_3":2.28274,"kurt_inten_ch_4":-0.09728,"length_ch_1":32.29093,"neighbor_avg_dist_ch_1":305.8149,"neighbor_min_dist_ch_1":52.70382,"neighbor_var_dist_ch_1":133.73978,"perim_ch_1":91.80402,"shape_bfr_ch_1":0.64509,"shape_lwr_ch_1":1.78751,"shape_p_2_a_ch_1":1.70284,"skew_inten_ch_1":0.54118,"skew_inten_ch_3":1.61863,"skew_inten_ch_4":0.81175,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":11,"total_inten_ch_1":143764,"total_inten_ch_2":103010,"total_inten_ch_3":8945,"total_inten_ch_4":47172,"var_inten_ch_1":235.37334,"var_inten_ch_3":30.04451,"var_inten_ch_4":113.45835,"width_ch_1":18.06471}
{"case":"Test","class":"WS","angle_ch_1":119.81311,"area_ch_1":190,"avg_inten_ch_1":105.89011,"avg_inten_ch_2":313.82418,"avg_inten_ch_3":55.46154,"avg_inten_ch_4":307.97802,"convex_hull_area_ratio_ch_1":1.04178,"convex_hull_perim_ratio_ch_1":0.97173,"diff_inten_density_ch_1":58.34337,"diff_inten_density_ch_3":47.46988,"diff_inten_density_ch_4":152.10241,"entropy_inten_ch_1":6.66896,"entropy_inten_ch_3":6.31756,"entropy_inten_ch_4":7.27557,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.08165,"eq_ellipse_oblate_vol_ch_1":208.86806,"eq_ellipse_prolate_vol_ch_1":193.10131,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.01114,"fiber_align_2_ch_4":1.24583,"fiber_length_ch_1":13.53222,"fiber_width_ch_1":13.53222,"inten_cooc_asm_ch_3":0.0075,"inten_cooc_asm_ch_4":0.00983,"inten_cooc_contrast_ch_3":16.69277,"inten_cooc_contrast_ch_4":5.91867,"inten_cooc_entropy_ch_3":7.26577,"inten_cooc_entropy_ch_4":6.89231,"inten_cooc_max_ch_3":0.01807,"inten_cooc_max_ch_4":0.03012,"kurt_inten_ch_1":-0.46687,"kurt_inten_ch_3":0.13398,"kurt_inten_ch_4":-0.71615,"length_ch_1":17.77603,"neighbor_avg_dist_ch_1":204.05244,"neighbor_min_dist_ch_1":25.34833,"neighbor_var_dist_ch_1":92.61123,"perim_ch_1":54.12887,"shape_bfr_ch_1":0.65008,"shape_lwr_ch_1":1.07679,"shape_p_2_a_ch_1":1.16155,"skew_inten_ch_1":0.12847,"skew_inten_ch_3":0.61889,"skew_inten_ch_4":0.52231,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":19272,"total_inten_ch_2":56935,"total_inten_ch_3":10094,"total_inten_ch_4":56052,"var_inten_ch_1":41.56656,"var_inten_ch_3":40.12968,"var_inten_ch_4":208.50367,"width_ch_1":16.50842}
{"case":"Test","class":"PS","angle_ch_1":23.95221,"area_ch_1":223,"avg_inten_ch_1":25.01878,"avg_inten_ch_2":15.277,"avg_inten_ch_3":9.95775,"avg_inten_ch_4":8.31455,"convex_hull_area_ratio_ch_1":1.21652,"convex_hull_perim_ratio_ch_1":0.89131,"diff_inten_density_ch_1":43.45669,"diff_inten_density_ch_3":16.86352,"diff_inten_density_ch_4":15.92388,"entropy_inten_ch_1":5.49259,"entropy_inten_ch_3":4.3295,"entropy_inten_ch_4":4.24556,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":1.23067,"eq_ellipse_oblate_vol_ch_1":282.07367,"eq_ellipse_prolate_vol_ch_1":229.2025,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":31.23291,"fiber_width_ch_1":7.51751,"inten_cooc_asm_ch_3":0.02814,"inten_cooc_asm_ch_4":0.01243,"inten_cooc_contrast_ch_3":27.44556,"inten_cooc_contrast_ch_4":42.79733,"inten_cooc_entropy_ch_3":6.56266,"inten_cooc_entropy_ch_4":6.99503,"inten_cooc_max_ch_3":0.15344,"inten_cooc_max_ch_4":0.07407,"kurt_inten_ch_1":-0.3974,"kurt_inten_ch_3":0.98912,"kurt_inten_ch_4":-0.34668,"length_ch_1":24.1162,"neighbor_avg_dist_ch_1":260.64325,"neighbor_min_dist_ch_1":20.47619,"neighbor_var_dist_ch_1":121.94763,"perim_ch_1":77.50083,"shape_bfr_ch_1":0.44975,"shape_lwr_ch_1":1.17159,"shape_p_2_a_ch_1":2.0357,"skew_inten_ch_1":0.5576,"skew_inten_ch_3":1.27142,"skew_inten_ch_4":0.74369,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5329,"total_inten_ch_2":3042,"total_inten_ch_3":2121,"total_inten_ch_4":1771,"var_inten_ch_1":19.6031,"var_inten_ch_3":11.12469,"var_inten_ch_4":7.57805,"width_ch_1":20.58416}
{"case":"Train","class":"PS","angle_ch_1":13.62893,"area_ch_1":151,"avg_inten_ch_1":681.11724,"avg_inten_ch_2":190.6069,"avg_inten_ch_3":695.21379,"avg_inten_ch_4":618.45517,"convex_hull_area_ratio_ch_1":1.31935,"convex_hull_perim_ratio_ch_1":0.89624,"diff_inten_density_ch_1":355.01587,"diff_inten_density_ch_3":470.69048,"diff_inten_density_ch_4":344.22222,"entropy_inten_ch_1":7.04536,"entropy_inten_ch_3":6.9004,"entropy_inten_ch_4":6.56276,"eq_circ_diam_ch_1":13.911,"eq_ellipse_lwr_ch_1":1.9933,"eq_ellipse_oblate_vol_ch_1":201.63201,"eq_ellipse_prolate_vol_ch_1":101.15506,"eq_sphere_area_ch_1":607.94785,"eq_sphere_vol_ch_1":1409.52667,"fiber_align_2_ch_3":1.52614,"fiber_align_2_ch_4":1.7202,"fiber_length_ch_1":26.85832,"fiber_width_ch_1":6.04911,"inten_cooc_asm_ch_3":0.01065,"inten_cooc_asm_ch_4":0.01684,"inten_cooc_contrast_ch_3":9.28436,"inten_cooc_contrast_ch_4":8.10523,"inten_cooc_entropy_ch_3":6.83871,"inten_cooc_entropy_ch_4":6.46909,"inten_cooc_max_ch_3":0.03846,"inten_cooc_max_ch_4":0.08197,"kurt_inten_ch_1":0.42288,"kurt_inten_ch_3":-0.03998,"kurt_inten_ch_4":0.75101,"length_ch_1":24.57327,"neighbor_avg_dist_ch_1":186.7118,"neighbor_min_dist_ch_1":10.08335,"neighbor_var_dist_ch_1":84.2509,"perim_ch_1":65.81485,"shape_bfr_ch_1":0.43739,"shape_lwr_ch_1":1.73774,"shape_p_2_a_ch_1":2.12161,"skew_inten_ch_1":0.47869,"skew_inten_ch_3":0.74728,"skew_inten_ch_4":0.96544,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":98762,"total_inten_ch_2":27494,"total_inten_ch_3":100806,"total_inten_ch_4":89676,"var_inten_ch_1":344.60061,"var_inten_ch_3":506.52512,"var_inten_ch_4":478.67337,"width_ch_1":14.14097}
{"case":"Train","class":"PS","angle_ch_1":179.17581,"area_ch_1":177,"avg_inten_ch_1":20.07692,"avg_inten_ch_2":5.02959,"avg_inten_ch_3":11.55621,"avg_inten_ch_4":1.94083,"convex_hull_area_ratio_ch_1":1.39402,"convex_hull_perim_ratio_ch_1":0.8199,"diff_inten_density_ch_1":32.81379,"diff_inten_density_ch_3":11.93793,"diff_inten_density_ch_4":6.22069,"entropy_inten_ch_1":5.33268,"entropy_inten_ch_3":3.38639,"entropy_inten_ch_4":2.3339,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":1.41997,"eq_ellipse_oblate_vol_ch_1":214.13657,"eq_ellipse_prolate_vol_ch_1":150.80383,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.43352,"fiber_align_2_ch_4":2,"fiber_length_ch_1":31.93585,"fiber_width_ch_1":6.03918,"inten_cooc_asm_ch_3":0.25736,"inten_cooc_asm_ch_4":0.11791,"inten_cooc_contrast_ch_3":2.98916,"inten_cooc_contrast_ch_4":6.9219,"inten_cooc_entropy_ch_3":3.8038,"inten_cooc_entropy_ch_4":4.15739,"inten_cooc_max_ch_3":0.52778,"inten_cooc_max_ch_4":0.31944,"kurt_inten_ch_1":-0.27317,"kurt_inten_ch_3":2.92195,"kurt_inten_ch_4":49.86753,"length_ch_1":19.58291,"neighbor_avg_dist_ch_1":368.50456,"neighbor_min_dist_ch_1":118.86777,"neighbor_var_dist_ch_1":131.80624,"perim_ch_1":75.95005,"shape_bfr_ch_1":0.51891,"shape_lwr_ch_1":1.12336,"shape_p_2_a_ch_1":2.38006,"skew_inten_ch_1":0.66955,"skew_inten_ch_3":1.96429,"skew_inten_ch_4":5.88801,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":3393,"total_inten_ch_2":682,"total_inten_ch_3":1953,"total_inten_ch_4":328,"var_inten_ch_1":15.65909,"var_inten_ch_3":19.8312,"var_inten_ch_4":4.15057,"width_ch_1":17.43241}
{"case":"Test","class":"WS","angle_ch_1":80.22958,"area_ch_1":246,"avg_inten_ch_1":123.25957,"avg_inten_ch_2":245.34894,"avg_inten_ch_3":0.37021,"avg_inten_ch_4":10.61702,"convex_hull_area_ratio_ch_1":1.04286,"convex_hull_perim_ratio_ch_1":0.97559,"diff_inten_density_ch_1":61.14352,"diff_inten_density_ch_3":1.51389,"diff_inten_density_ch_4":13.81481,"entropy_inten_ch_1":7.00012,"entropy_inten_ch_3":0.26844,"entropy_inten_ch_4":2.72641,"eq_circ_diam_ch_1":17.70958,"eq_ellipse_lwr_ch_1":1.72298,"eq_ellipse_oblate_vol_ch_1":386.77953,"eq_ellipse_prolate_vol_ch_1":224.48287,"eq_sphere_area_ch_1":985.29478,"eq_sphere_vol_ch_1":2908.19209,"fiber_align_2_ch_3":1.77717,"fiber_align_2_ch_4":1.69272,"fiber_length_ch_1":20.18454,"fiber_width_ch_1":12.72288,"inten_cooc_asm_ch_3":0.9366,"inten_cooc_asm_ch_4":0.40085,"inten_cooc_contrast_ch_3":0.01627,"inten_cooc_contrast_ch_4":2.08928,"inten_cooc_entropy_ch_3":0.25461,"inten_cooc_entropy_ch_4":2.91484,"inten_cooc_max_ch_3":0.96833,"inten_cooc_max_ch_4":0.63507,"kurt_inten_ch_1":-0.40051,"kurt_inten_ch_3":53.20272,"kurt_inten_ch_4":6.41176,"length_ch_1":24.73626,"neighbor_avg_dist_ch_1":160.66576,"neighbor_min_dist_ch_1":23.00726,"neighbor_var_dist_ch_1":64.14518,"perim_ch_1":65.81485,"shape_bfr_ch_1":0.66265,"shape_lwr_ch_1":1.64605,"shape_p_2_a_ch_1":1.34224,"skew_inten_ch_1":0.29526,"skew_inten_ch_3":7.11618,"skew_inten_ch_4":2.5216,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":28966,"total_inten_ch_2":57423,"total_inten_ch_3":87,"total_inten_ch_4":2495,"var_inten_ch_1":65.40236,"var_inten_ch_3":2.3779,"var_inten_ch_4":21.74548,"width_ch_1":15.02763}
{"case":"Train","class":"PS","angle_ch_1":83.99315,"area_ch_1":228,"avg_inten_ch_1":51.95413,"avg_inten_ch_2":225.80734,"avg_inten_ch_3":50.90367,"avg_inten_ch_4":97.95872,"convex_hull_area_ratio_ch_1":1.08833,"convex_hull_perim_ratio_ch_1":0.92775,"diff_inten_density_ch_1":49.92462,"diff_inten_density_ch_3":42.14573,"diff_inten_density_ch_4":69.25628,"entropy_inten_ch_1":6.36877,"entropy_inten_ch_3":4.84064,"entropy_inten_ch_4":5.68825,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":1.18504,"eq_ellipse_oblate_vol_ch_1":286.59784,"eq_ellipse_prolate_vol_ch_1":241.84642,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.0427,"fiber_align_2_ch_4":1.5483,"fiber_length_ch_1":19.42584,"fiber_width_ch_1":12.36995,"inten_cooc_asm_ch_3":0.1423,"inten_cooc_asm_ch_4":0.05789,"inten_cooc_contrast_ch_3":5.27387,"inten_cooc_contrast_ch_4":7.74623,"inten_cooc_entropy_ch_3":4.99682,"inten_cooc_entropy_ch_4":5.99878,"inten_cooc_max_ch_3":0.37186,"inten_cooc_max_ch_4":0.23618,"kurt_inten_ch_1":-0.40012,"kurt_inten_ch_3":2.43342,"kurt_inten_ch_4":-1.09474,"length_ch_1":19.88127,"neighbor_avg_dist_ch_1":257.01727,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":125.58,"perim_ch_1":63.59157,"shape_bfr_ch_1":0.61987,"shape_lwr_ch_1":1.07225,"shape_p_2_a_ch_1":1.33918,"skew_inten_ch_1":0.34809,"skew_inten_ch_3":1.46093,"skew_inten_ch_4":0.43316,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11326,"total_inten_ch_2":49009,"total_inten_ch_3":11097,"total_inten_ch_4":21355,"var_inten_ch_1":29.61678,"var_inten_ch_3":61.97554,"var_inten_ch_4":91.4179,"width_ch_1":18.54167}
{"case":"Test","class":"PS","angle_ch_1":84.75738,"area_ch_1":355,"avg_inten_ch_1":184.45428,"avg_inten_ch_2":251.28319,"avg_inten_ch_3":405.27729,"avg_inten_ch_4":223.27434,"convex_hull_area_ratio_ch_1":1.16456,"convex_hull_perim_ratio_ch_1":0.89568,"diff_inten_density_ch_1":112.93559,"diff_inten_density_ch_3":238.36554,"diff_inten_density_ch_4":99.24799,"entropy_inten_ch_1":7.64674,"entropy_inten_ch_3":7.44894,"entropy_inten_ch_4":5.31207,"eq_circ_diam_ch_1":21.27032,"eq_ellipse_lwr_ch_1":2.74935,"eq_ellipse_oblate_vol_ch_1":846.51782,"eq_ellipse_prolate_vol_ch_1":307.89745,"eq_sphere_area_ch_1":1421.34014,"eq_sphere_vol_ch_1":5038.72717,"fiber_align_2_ch_3":1.05484,"fiber_align_2_ch_4":1.03625,"fiber_length_ch_1":37.90765,"fiber_width_ch_1":9.82995,"inten_cooc_asm_ch_3":0.01751,"inten_cooc_asm_ch_4":0.15621,"inten_cooc_contrast_ch_3":5.46162,"inten_cooc_contrast_ch_4":3.21723,"inten_cooc_entropy_ch_3":6.7532,"inten_cooc_entropy_ch_4":4.8399,"inten_cooc_max_ch_3":0.10131,"inten_cooc_max_ch_4":0.38889,"kurt_inten_ch_1":0.59562,"kurt_inten_ch_3":0.4211,"kurt_inten_ch_4":-0.64713,"length_ch_1":34.39277,"neighbor_avg_dist_ch_1":216.585,"neighbor_min_dist_ch_1":40.04653,"neighbor_var_dist_ch_1":89.16497,"perim_ch_1":95.47519,"shape_bfr_ch_1":0.67974,"shape_lwr_ch_1":2.26278,"shape_p_2_a_ch_1":1.94666,"skew_inten_ch_1":1.23092,"skew_inten_ch_3":1.20471,"skew_inten_ch_4":0.55778,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":7,"total_inten_ch_1":62530,"total_inten_ch_2":84847,"total_inten_ch_3":137389,"total_inten_ch_4":75690,"var_inten_ch_1":167.26335,"var_inten_ch_3":436.65798,"var_inten_ch_4":223.58269,"width_ch_1":15.19935}
{"case":"Train","class":"PS","angle_ch_1":129.39693,"area_ch_1":213,"avg_inten_ch_1":99.25,"avg_inten_ch_2":2.65686,"avg_inten_ch_3":265.82843,"avg_inten_ch_4":1.63725,"convex_hull_area_ratio_ch_1":1.43836,"convex_hull_perim_ratio_ch_1":0.90791,"diff_inten_density_ch_1":67.10169,"diff_inten_density_ch_3":153.54802,"diff_inten_density_ch_4":3.45198,"entropy_inten_ch_1":6.89736,"entropy_inten_ch_3":7.39662,"entropy_inten_ch_4":0.64662,"eq_circ_diam_ch_1":16.5002,"eq_ellipse_lwr_ch_1":4.19013,"eq_ellipse_oblate_vol_ch_1":487.84379,"eq_ellipse_prolate_vol_ch_1":116.42676,"eq_sphere_area_ch_1":855.31973,"eq_sphere_vol_ch_1":2352.1583,"fiber_align_2_ch_3":1.49194,"fiber_align_2_ch_4":1.3711,"fiber_length_ch_1":40.64147,"fiber_width_ch_1":5.64824,"inten_cooc_asm_ch_3":0.00829,"inten_cooc_asm_ch_4":0.8341,"inten_cooc_contrast_ch_3":12.39454,"inten_cooc_contrast_ch_4":0.05644,"inten_cooc_entropy_ch_3":7.17294,"inten_cooc_entropy_ch_4":0.64124,"inten_cooc_max_ch_3":0.02793,"inten_cooc_max_ch_4":0.91429,"kurt_inten_ch_1":1.03758,"kurt_inten_ch_3":0.20004,"kurt_inten_ch_4":24.52056,"length_ch_1":36.67399,"neighbor_avg_dist_ch_1":231.86611,"neighbor_min_dist_ch_1":22.54707,"neighbor_var_dist_ch_1":88.2248,"perim_ch_1":92.57942,"shape_bfr_ch_1":0.4658,"shape_lwr_ch_1":2.92986,"shape_p_2_a_ch_1":2.97121,"skew_inten_ch_1":0.8819,"skew_inten_ch_3":0.72251,"skew_inten_ch_4":5.00187,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":20247,"total_inten_ch_2":339,"total_inten_ch_3":54229,"total_inten_ch_4":334,"var_inten_ch_1":61.21387,"var_inten_ch_3":160.90521,"var_inten_ch_4":7.56513,"width_ch_1":12.5173}
{"case":"Test","class":"PS","angle_ch_1":91.77603,"area_ch_1":352,"avg_inten_ch_1":83.7381,"avg_inten_ch_2":262.52381,"avg_inten_ch_3":103.78571,"avg_inten_ch_4":122.02381,"convex_hull_area_ratio_ch_1":1.18201,"convex_hull_perim_ratio_ch_1":0.87718,"diff_inten_density_ch_1":62.6461,"diff_inten_density_ch_3":83.93831,"diff_inten_density_ch_4":94.97727,"entropy_inten_ch_1":6.8494,"entropy_inten_ch_3":6.34812,"entropy_inten_ch_4":6.12758,"eq_circ_diam_ch_1":21.176,"eq_ellipse_lwr_ch_1":2.66063,"eq_ellipse_oblate_vol_ch_1":821.71789,"eq_ellipse_prolate_vol_ch_1":308.84331,"eq_sphere_area_ch_1":1408.7619,"eq_sphere_vol_ch_1":4971.9896,"fiber_align_2_ch_3":1.32553,"fiber_align_2_ch_4":1.19261,"fiber_length_ch_1":39.01534,"fiber_width_ch_1":9.40981,"inten_cooc_asm_ch_3":0.04099,"inten_cooc_asm_ch_4":0.05666,"inten_cooc_contrast_ch_3":8.29934,"inten_cooc_contrast_ch_4":8.06301,"inten_cooc_entropy_ch_3":6.42776,"inten_cooc_entropy_ch_4":6.12482,"inten_cooc_max_ch_3":0.1875,"inten_cooc_max_ch_4":0.23026,"kurt_inten_ch_1":-0.46966,"kurt_inten_ch_3":0.28611,"kurt_inten_ch_4":-0.57477,"length_ch_1":33.00001,"neighbor_avg_dist_ch_1":251.3324,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":106.67256,"perim_ch_1":96.85031,"shape_bfr_ch_1":0.70735,"shape_lwr_ch_1":2.18717,"shape_p_2_a_ch_1":2.03317,"skew_inten_ch_1":0.1477,"skew_inten_ch_3":0.89851,"skew_inten_ch_4":0.72085,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":28136,"total_inten_ch_2":87873,"total_inten_ch_3":34872,"total_inten_ch_4":41000,"var_inten_ch_1":38.81868,"var_inten_ch_3":100.73194,"var_inten_ch_4":121.55361,"width_ch_1":15.08798}
{"case":"Train","class":"PS","angle_ch_1":162.17023,"area_ch_1":150,"avg_inten_ch_1":37.23611,"avg_inten_ch_2":6.61806,"avg_inten_ch_3":40.06944,"avg_inten_ch_4":2.61806,"convex_hull_area_ratio_ch_1":1.07084,"convex_hull_perim_ratio_ch_1":0.93596,"diff_inten_density_ch_1":51.45736,"diff_inten_density_ch_3":65.44961,"diff_inten_density_ch_4":5.83721,"entropy_inten_ch_1":5.76833,"entropy_inten_ch_3":3.47365,"entropy_inten_ch_4":2.84274,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":1.39029,"eq_ellipse_oblate_vol_ch_1":166.65505,"eq_ellipse_prolate_vol_ch_1":119.87044,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.66014,"fiber_align_2_ch_4":1,"fiber_length_ch_1":15.32535,"fiber_width_ch_1":10.37902,"inten_cooc_asm_ch_3":0.22892,"inten_cooc_asm_ch_4":0.0636,"inten_cooc_contrast_ch_3":3.05595,"inten_cooc_contrast_ch_4":9.91286,"inten_cooc_entropy_ch_3":3.83937,"inten_cooc_entropy_ch_4":5.17326,"inten_cooc_max_ch_3":0.47692,"inten_cooc_max_ch_4":0.22308,"kurt_inten_ch_1":7.95416,"kurt_inten_ch_3":15.09013,"kurt_inten_ch_4":-0.04813,"length_ch_1":17.16158,"neighbor_avg_dist_ch_1":242.54605,"neighbor_min_dist_ch_1":34.80952,"neighbor_var_dist_ch_1":121.39099,"perim_ch_1":51.40876,"shape_bfr_ch_1":0.69604,"shape_lwr_ch_1":1.35814,"shape_p_2_a_ch_1":1.32219,"skew_inten_ch_1":2.39194,"skew_inten_ch_3":3.7176,"skew_inten_ch_4":0.88741,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5362,"total_inten_ch_2":810,"total_inten_ch_3":5770,"total_inten_ch_4":377,"var_inten_ch_1":35.25896,"var_inten_ch_3":101.89092,"var_inten_ch_4":2.84311,"width_ch_1":12.63608}
{"case":"Train","class":"PS","angle_ch_1":171.68762,"area_ch_1":221,"avg_inten_ch_1":31.83886,"avg_inten_ch_2":5.41232,"avg_inten_ch_3":48.63507,"avg_inten_ch_4":3.43128,"convex_hull_area_ratio_ch_1":1.12867,"convex_hull_perim_ratio_ch_1":0.81478,"diff_inten_density_ch_1":46.93668,"diff_inten_density_ch_3":43.39578,"diff_inten_density_ch_4":7.61214,"entropy_inten_ch_1":5.76516,"entropy_inten_ch_3":5.68013,"entropy_inten_ch_4":3.11562,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":1.76499,"eq_ellipse_oblate_vol_ch_1":333.05511,"eq_ellipse_prolate_vol_ch_1":188.70107,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.69956,"fiber_align_2_ch_4":1,"fiber_length_ch_1":29.98315,"fiber_width_ch_1":7.74346,"inten_cooc_asm_ch_3":0.03868,"inten_cooc_asm_ch_4":0.0507,"inten_cooc_contrast_ch_3":12.00164,"inten_cooc_contrast_ch_4":17.94784,"inten_cooc_entropy_ch_3":6.2743,"inten_cooc_entropy_ch_4":5.67966,"inten_cooc_max_ch_3":0.20207,"inten_cooc_max_ch_4":0.20207,"kurt_inten_ch_1":0.97442,"kurt_inten_ch_3":1.46639,"kurt_inten_ch_4":-0.19718,"length_ch_1":22.4352,"neighbor_avg_dist_ch_1":243.23789,"neighbor_min_dist_ch_1":35.89179,"neighbor_var_dist_ch_1":120.39882,"perim_ch_1":75.45321,"shape_bfr_ch_1":0.68789,"shape_lwr_ch_1":1.56553,"shape_p_2_a_ch_1":1.95133,"skew_inten_ch_1":1.11299,"skew_inten_ch_3":1.28656,"skew_inten_ch_4":0.90606,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6718,"total_inten_ch_2":932,"total_inten_ch_3":10262,"total_inten_ch_4":724,"var_inten_ch_1":29.58389,"var_inten_ch_3":48.40062,"var_inten_ch_4":3.87956,"width_ch_1":14.33077}
{"case":"Train","class":"PS","angle_ch_1":152.70837,"area_ch_1":156,"avg_inten_ch_1":42.32886,"avg_inten_ch_2":30.87919,"avg_inten_ch_3":100.06711,"avg_inten_ch_4":33.55705,"convex_hull_area_ratio_ch_1":1.27245,"convex_hull_perim_ratio_ch_1":0.92312,"diff_inten_density_ch_1":48.2607,"diff_inten_density_ch_3":78.80545,"diff_inten_density_ch_4":32.92996,"entropy_inten_ch_1":5.97327,"entropy_inten_ch_3":6.57366,"entropy_inten_ch_4":5.08324,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":3.42614,"eq_ellipse_oblate_vol_ch_1":275.36149,"eq_ellipse_prolate_vol_ch_1":80.37088,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.20354,"fiber_align_2_ch_4":1.81691,"fiber_length_ch_1":28.55025,"fiber_width_ch_1":5.92927,"inten_cooc_asm_ch_3":0.00808,"inten_cooc_asm_ch_4":0.04288,"inten_cooc_contrast_ch_3":23.06928,"inten_cooc_contrast_ch_4":12.4149,"inten_cooc_entropy_ch_3":7.16745,"inten_cooc_entropy_ch_4":6.08687,"inten_cooc_max_ch_3":0.03008,"inten_cooc_max_ch_4":0.19549,"kurt_inten_ch_1":0.72348,"kurt_inten_ch_3":0.13241,"kurt_inten_ch_4":0.43506,"length_ch_1":27.44045,"neighbor_avg_dist_ch_1":258.22062,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":127.29292,"perim_ch_1":68.95904,"shape_bfr_ch_1":0.53725,"shape_lwr_ch_1":2.59023,"shape_p_2_a_ch_1":2.23542,"skew_inten_ch_1":0.82379,"skew_inten_ch_3":0.56859,"skew_inten_ch_4":0.87815,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6307,"total_inten_ch_2":4453,"total_inten_ch_3":14910,"total_inten_ch_4":5000,"var_inten_ch_1":27.10914,"var_inten_ch_3":61.50633,"var_inten_ch_4":32.6158,"width_ch_1":10.59384}
{"case":"Train","class":"PS","angle_ch_1":74.56067,"area_ch_1":172,"avg_inten_ch_1":61.93939,"avg_inten_ch_2":221.84848,"avg_inten_ch_3":118.64848,"avg_inten_ch_4":65.64242,"convex_hull_area_ratio_ch_1":1.14571,"convex_hull_perim_ratio_ch_1":0.88742,"diff_inten_density_ch_1":60.65188,"diff_inten_density_ch_3":98.00341,"diff_inten_density_ch_4":44.90444,"entropy_inten_ch_1":6.45318,"entropy_inten_ch_3":6.68718,"entropy_inten_ch_4":4.13899,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.67065,"eq_ellipse_oblate_vol_ch_1":224.07355,"eq_ellipse_prolate_vol_ch_1":134.12333,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.00918,"fiber_align_2_ch_4":1.19907,"fiber_length_ch_1":23.2804,"fiber_width_ch_1":7.87927,"inten_cooc_asm_ch_3":0.00948,"inten_cooc_asm_ch_4":0.18549,"inten_cooc_contrast_ch_3":14.50862,"inten_cooc_contrast_ch_4":2.66103,"inten_cooc_entropy_ch_3":7.0702,"inten_cooc_entropy_ch_4":4.13241,"inten_cooc_max_ch_3":0.03497,"inten_cooc_max_ch_4":0.42667,"kurt_inten_ch_1":-0.41353,"kurt_inten_ch_3":-0.45236,"kurt_inten_ch_4":1.38653,"length_ch_1":21.10005,"neighbor_avg_dist_ch_1":280.74695,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":123.11344,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.57756,"shape_lwr_ch_1":1.48676,"shape_p_2_a_ch_1":1.68483,"skew_inten_ch_1":0.38072,"skew_inten_ch_3":0.52995,"skew_inten_ch_4":1.62155,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10220,"total_inten_ch_2":36441,"total_inten_ch_3":19577,"total_inten_ch_4":10831,"var_inten_ch_1":39.30143,"var_inten_ch_3":89.94131,"var_inten_ch_4":103.5568,"width_ch_1":14.192}
{"case":"Train","class":"WS","angle_ch_1":96.05208,"area_ch_1":219,"avg_inten_ch_1":27.17225,"avg_inten_ch_2":270.25837,"avg_inten_ch_3":2.84211,"avg_inten_ch_4":58.73206,"convex_hull_area_ratio_ch_1":1.2992,"convex_hull_perim_ratio_ch_1":0.87676,"diff_inten_density_ch_1":38.96237,"diff_inten_density_ch_3":5.6828,"diff_inten_density_ch_4":35.43548,"entropy_inten_ch_1":5.61314,"entropy_inten_ch_3":1.87561,"entropy_inten_ch_4":4.51886,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":2.40866,"eq_ellipse_oblate_vol_ch_1":383.55613,"eq_ellipse_prolate_vol_ch_1":159.24032,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.8369,"fiber_align_2_ch_4":1.39771,"fiber_length_ch_1":32.46781,"fiber_width_ch_1":7.09438,"inten_cooc_asm_ch_3":0.46067,"inten_cooc_asm_ch_4":0.19682,"inten_cooc_contrast_ch_3":1.35788,"inten_cooc_contrast_ch_4":2.41812,"inten_cooc_entropy_ch_3":2.43486,"inten_cooc_entropy_ch_4":4.2768,"inten_cooc_max_ch_3":0.68306,"inten_cooc_max_ch_4":0.43915,"kurt_inten_ch_1":-0.30352,"kurt_inten_ch_3":45.68171,"kurt_inten_ch_4":8.50496,"length_ch_1":26.53201,"neighbor_avg_dist_ch_1":221.54011,"neighbor_min_dist_ch_1":35.53961,"neighbor_var_dist_ch_1":104.17112,"perim_ch_1":79.12437,"shape_bfr_ch_1":0.56405,"shape_lwr_ch_1":1.81247,"shape_p_2_a_ch_1":2.16292,"skew_inten_ch_1":0.35862,"skew_inten_ch_3":5.97013,"skew_inten_ch_4":2.07415,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5679,"total_inten_ch_2":56276,"total_inten_ch_3":594,"total_inten_ch_4":12275,"var_inten_ch_1":17.11148,"var_inten_ch_3":8.34478,"var_inten_ch_4":77.68945,"width_ch_1":14.6386}
{"case":"Train","class":"PS","angle_ch_1":97.85155,"area_ch_1":393,"avg_inten_ch_1":38.088,"avg_inten_ch_2":55.63733,"avg_inten_ch_3":67.416,"avg_inten_ch_4":64.91733,"convex_hull_area_ratio_ch_1":1.06944,"convex_hull_perim_ratio_ch_1":0.93513,"diff_inten_density_ch_1":44.00857,"diff_inten_density_ch_3":70.92571,"diff_inten_density_ch_4":42.99143,"entropy_inten_ch_1":5.96511,"entropy_inten_ch_3":6.09147,"entropy_inten_ch_4":6.00712,"eq_circ_diam_ch_1":22.37123,"eq_ellipse_lwr_ch_1":1.98868,"eq_ellipse_oblate_vol_ch_1":837.62685,"eq_ellipse_prolate_vol_ch_1":421.19801,"eq_sphere_area_ch_1":1572.27891,"eq_sphere_vol_ch_1":5862.30213,"fiber_align_2_ch_3":1.24418,"fiber_align_2_ch_4":1.25665,"fiber_length_ch_1":32.10225,"fiber_width_ch_1":12.57898,"inten_cooc_asm_ch_3":0.04629,"inten_cooc_asm_ch_4":0.04655,"inten_cooc_contrast_ch_3":10.07991,"inten_cooc_contrast_ch_4":4.69654,"inten_cooc_entropy_ch_3":6.39755,"inten_cooc_entropy_ch_4":6.14228,"inten_cooc_max_ch_3":0.20334,"inten_cooc_max_ch_4":0.20891,"kurt_inten_ch_1":1.1032,"kurt_inten_ch_3":2.33449,"kurt_inten_ch_4":-0.1967,"length_ch_1":32.97902,"neighbor_avg_dist_ch_1":261.58347,"neighbor_min_dist_ch_1":19.55985,"neighbor_var_dist_ch_1":111.688,"perim_ch_1":89.36247,"shape_bfr_ch_1":0.69411,"shape_lwr_ch_1":1.9206,"shape_p_2_a_ch_1":1.57368,"skew_inten_ch_1":1.08967,"skew_inten_ch_3":1.57256,"skew_inten_ch_4":0.92795,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":14283,"total_inten_ch_2":20490,"total_inten_ch_3":25281,"total_inten_ch_4":24344,"var_inten_ch_1":34.70301,"var_inten_ch_3":82.37124,"var_inten_ch_4":69.85468,"width_ch_1":17.17121}
{"case":"Test","class":"WS","angle_ch_1":156.64211,"area_ch_1":182,"avg_inten_ch_1":167.32184,"avg_inten_ch_2":249.1954,"avg_inten_ch_3":0.81609,"avg_inten_ch_4":47.86782,"convex_hull_area_ratio_ch_1":1.03562,"convex_hull_perim_ratio_ch_1":0.96109,"diff_inten_density_ch_1":84.55205,"diff_inten_density_ch_3":3.1388,"diff_inten_density_ch_4":39.76972,"entropy_inten_ch_1":7.00898,"entropy_inten_ch_3":0.5863,"entropy_inten_ch_4":3.70222,"eq_circ_diam_ch_1":15.23873,"eq_ellipse_lwr_ch_1":1.27866,"eq_ellipse_oblate_vol_ch_1":212.28638,"eq_ellipse_prolate_vol_ch_1":166.02317,"eq_sphere_area_ch_1":729.53741,"eq_sphere_vol_ch_1":1852.87093,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.579,"fiber_length_ch_1":13.32018,"fiber_width_ch_1":13.32018,"inten_cooc_asm_ch_3":0.82155,"inten_cooc_asm_ch_4":0.24899,"inten_cooc_contrast_ch_3":0.13262,"inten_cooc_contrast_ch_4":2.64646,"inten_cooc_entropy_ch_3":0.69274,"inten_cooc_entropy_ch_4":3.8419,"inten_cooc_max_ch_3":0.90625,"inten_cooc_max_ch_4":0.5125,"kurt_inten_ch_1":-0.80659,"kurt_inten_ch_3":29.32748,"kurt_inten_ch_4":-0.43319,"length_ch_1":18.41386,"neighbor_avg_dist_ch_1":245.63023,"neighbor_min_dist_ch_1":20.32204,"neighbor_var_dist_ch_1":125.73549,"perim_ch_1":53.28072,"shape_bfr_ch_1":0.6759,"shape_lwr_ch_1":1.25656,"shape_p_2_a_ch_1":1.18094,"skew_inten_ch_1":0.09092,"skew_inten_ch_3":5.2911,"skew_inten_ch_4":1.02297,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":29114,"total_inten_ch_2":43187,"total_inten_ch_3":142,"total_inten_ch_4":8329,"var_inten_ch_1":89.96251,"var_inten_ch_3":3.77691,"var_inten_ch_4":65.67019,"width_ch_1":14.65424}
{"case":"Train","class":"WS","angle_ch_1":108.40059,"area_ch_1":216,"avg_inten_ch_1":328.36715,"avg_inten_ch_2":229.37681,"avg_inten_ch_3":348.16425,"avg_inten_ch_4":108.14976,"convex_hull_area_ratio_ch_1":1.0553,"convex_hull_perim_ratio_ch_1":0.96974,"diff_inten_density_ch_1":166.16623,"diff_inten_density_ch_3":233.85488,"diff_inten_density_ch_4":68.68865,"entropy_inten_ch_1":7.39269,"entropy_inten_ch_3":5.53383,"entropy_inten_ch_4":6.359,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":1.45062,"eq_ellipse_oblate_vol_ch_1":293.3962,"eq_ellipse_prolate_vol_ch_1":202.25518,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.37443,"fiber_align_2_ch_4":1.5575,"fiber_length_ch_1":14.918,"fiber_width_ch_1":14.918,"inten_cooc_asm_ch_3":0.10495,"inten_cooc_asm_ch_4":0.02191,"inten_cooc_contrast_ch_3":3.72783,"inten_cooc_contrast_ch_4":8.0194,"inten_cooc_entropy_ch_3":5.17833,"inten_cooc_entropy_ch_4":6.56607,"inten_cooc_max_ch_3":0.32086,"inten_cooc_max_ch_4":0.12299,"kurt_inten_ch_1":3.56743,"kurt_inten_ch_3":6.14486,"kurt_inten_ch_4":-0.69802,"length_ch_1":21.3664,"neighbor_avg_dist_ch_1":190.31227,"neighbor_min_dist_ch_1":21.76649,"neighbor_var_dist_ch_1":95.39462,"perim_ch_1":59.67199,"shape_bfr_ch_1":0.66737,"shape_lwr_ch_1":1.40417,"shape_p_2_a_ch_1":1.24575,"skew_inten_ch_1":1.58777,"skew_inten_ch_3":2.57842,"skew_inten_ch_4":0.48742,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":67972,"total_inten_ch_2":47275,"total_inten_ch_3":72070,"total_inten_ch_4":22387,"var_inten_ch_1":229.73852,"var_inten_ch_3":621.83978,"var_inten_ch_4":87.67315,"width_ch_1":15.21638}
{"case":"Test","class":"PS","angle_ch_1":85.45006,"area_ch_1":190,"avg_inten_ch_1":55.02747,"avg_inten_ch_2":69.40659,"avg_inten_ch_3":104.58242,"avg_inten_ch_4":167.87363,"convex_hull_area_ratio_ch_1":1.16104,"convex_hull_perim_ratio_ch_1":0.91915,"diff_inten_density_ch_1":54.23692,"diff_inten_density_ch_3":92.55077,"diff_inten_density_ch_4":70.12615,"entropy_inten_ch_1":6.35288,"entropy_inten_ch_3":6.64799,"entropy_inten_ch_4":4.64236,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":2.01049,"eq_ellipse_oblate_vol_ch_1":284.7601,"eq_ellipse_prolate_vol_ch_1":141.63746,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.47946,"fiber_align_2_ch_4":1.33016,"fiber_length_ch_1":24.75726,"fiber_width_ch_1":8.15017,"inten_cooc_asm_ch_3":0.01053,"inten_cooc_asm_ch_4":0.16853,"inten_cooc_contrast_ch_3":10.27093,"inten_cooc_contrast_ch_4":2.0222,"inten_cooc_entropy_ch_3":6.97125,"inten_cooc_entropy_ch_4":4.41626,"inten_cooc_max_ch_3":0.0566,"inten_cooc_max_ch_4":0.40881,"kurt_inten_ch_1":0.74167,"kurt_inten_ch_3":0.92089,"kurt_inten_ch_4":-1.45275,"length_ch_1":23.02134,"neighbor_avg_dist_ch_1":282.76076,"neighbor_min_dist_ch_1":28.39111,"neighbor_var_dist_ch_1":139.50284,"perim_ch_1":65.81485,"shape_bfr_ch_1":0.60245,"shape_lwr_ch_1":1.67369,"shape_p_2_a_ch_1":1.70831,"skew_inten_ch_1":0.98582,"skew_inten_ch_3":1.17309,"skew_inten_ch_4":0.49055,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10015,"total_inten_ch_2":12451,"total_inten_ch_3":19034,"total_inten_ch_4":30553,"var_inten_ch_1":39.02457,"var_inten_ch_3":96.84831,"var_inten_ch_4":184.76174,"width_ch_1":13.75488}
{"case":"Train","class":"WS","angle_ch_1":131.30568,"area_ch_1":246,"avg_inten_ch_1":348.28936,"avg_inten_ch_2":523.2,"avg_inten_ch_3":67.24255,"avg_inten_ch_4":286.25957,"convex_hull_area_ratio_ch_1":1.06694,"convex_hull_perim_ratio_ch_1":0.95465,"diff_inten_density_ch_1":135.55093,"diff_inten_density_ch_3":44.02315,"diff_inten_density_ch_4":161.74074,"entropy_inten_ch_1":7.58073,"entropy_inten_ch_3":5.14338,"entropy_inten_ch_4":5.79889,"eq_circ_diam_ch_1":17.70958,"eq_ellipse_lwr_ch_1":1.30824,"eq_ellipse_oblate_vol_ch_1":337.02909,"eq_ellipse_prolate_vol_ch_1":257.61984,"eq_sphere_area_ch_1":985.29478,"eq_sphere_vol_ch_1":2908.19209,"fiber_align_2_ch_3":1.08398,"fiber_align_2_ch_4":1.62876,"fiber_length_ch_1":16.00391,"fiber_width_ch_1":16.00391,"inten_cooc_asm_ch_3":0.10427,"inten_cooc_asm_ch_4":0.08622,"inten_cooc_contrast_ch_3":3.78009,"inten_cooc_contrast_ch_4":5.24769,"inten_cooc_entropy_ch_3":5.31012,"inten_cooc_entropy_ch_4":5.58305,"inten_cooc_max_ch_3":0.31481,"inten_cooc_max_ch_4":0.28704,"kurt_inten_ch_1":-0.97035,"kurt_inten_ch_3":0.05964,"kurt_inten_ch_4":-1.04448,"length_ch_1":20.60144,"neighbor_avg_dist_ch_1":205.84045,"neighbor_min_dist_ch_1":19.66674,"neighbor_var_dist_ch_1":94.7918,"perim_ch_1":64.01565,"shape_bfr_ch_1":0.72569,"shape_lwr_ch_1":1.25038,"shape_p_2_a_ch_1":1.26213,"skew_inten_ch_1":0.21228,"skew_inten_ch_3":0.88338,"skew_inten_ch_4":0.41569,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":81848,"total_inten_ch_2":122718,"total_inten_ch_3":15802,"total_inten_ch_4":67271,"var_inten_ch_1":173.61457,"var_inten_ch_3":71.80183,"var_inten_ch_4":266.78836,"width_ch_1":16.47614}
{"case":"Train","class":"PS","angle_ch_1":130.99964,"area_ch_1":430,"avg_inten_ch_1":43.23601,"avg_inten_ch_2":151.03406,"avg_inten_ch_3":68.32603,"avg_inten_ch_4":251.70803,"convex_hull_area_ratio_ch_1":1.39075,"convex_hull_perim_ratio_ch_1":0.77586,"diff_inten_density_ch_1":42.99194,"diff_inten_density_ch_3":48.92742,"diff_inten_density_ch_4":133.29839,"entropy_inten_ch_1":6.30145,"entropy_inten_ch_3":6.69189,"entropy_inten_ch_4":7.5498,"eq_circ_diam_ch_1":23.42044,"eq_ellipse_lwr_ch_1":1.6303,"eq_ellipse_oblate_vol_ch_1":870.19665,"eq_ellipse_prolate_vol_ch_1":533.76631,"eq_sphere_area_ch_1":1723.21769,"eq_sphere_vol_ch_1":6726.42073,"fiber_align_2_ch_3":1.24676,"fiber_align_2_ch_4":1.60486,"fiber_length_ch_1":58.48791,"fiber_width_ch_1":7.75101,"inten_cooc_asm_ch_3":0.0096,"inten_cooc_asm_ch_4":0.01606,"inten_cooc_contrast_ch_3":14.31722,"inten_cooc_contrast_ch_4":7.07055,"inten_cooc_entropy_ch_3":7.44793,"inten_cooc_entropy_ch_4":6.93352,"inten_cooc_max_ch_3":0.06233,"inten_cooc_max_ch_4":0.10027,"kurt_inten_ch_1":-0.34504,"kurt_inten_ch_3":0.59712,"kurt_inten_ch_4":-0.4611,"length_ch_1":41.71974,"neighbor_avg_dist_ch_1":203.7211,"neighbor_min_dist_ch_1":19.77305,"neighbor_var_dist_ch_1":67.10126,"perim_ch_1":132.47785,"shape_bfr_ch_1":0.40715,"shape_lwr_ch_1":1.64496,"shape_p_2_a_ch_1":3.0807,"skew_inten_ch_1":0.21824,"skew_inten_ch_3":0.69675,"skew_inten_ch_4":0.58971,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17770,"total_inten_ch_2":61665,"total_inten_ch_3":28082,"total_inten_ch_4":103452,"var_inten_ch_1":22.03989,"var_inten_ch_3":49.64306,"var_inten_ch_4":193.49646,"width_ch_1":25.36215}
{"case":"Test","class":"WS","angle_ch_1":127.83532,"area_ch_1":339,"avg_inten_ch_1":234.54321,"avg_inten_ch_2":241.82407,"avg_inten_ch_3":1.90123,"avg_inten_ch_4":95.76235,"convex_hull_area_ratio_ch_1":1.03687,"convex_hull_perim_ratio_ch_1":0.96192,"diff_inten_density_ch_1":90.77741,"diff_inten_density_ch_3":5.71096,"diff_inten_density_ch_4":49.45183,"entropy_inten_ch_1":7.78802,"entropy_inten_ch_3":2.0766,"entropy_inten_ch_4":6.03436,"eq_circ_diam_ch_1":20.79442,"eq_ellipse_lwr_ch_1":1.83854,"eq_ellipse_oblate_vol_ch_1":646.80881,"eq_ellipse_prolate_vol_ch_1":351.80516,"eq_sphere_area_ch_1":1358.44898,"eq_sphere_vol_ch_1":4708.02555,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.48239,"fiber_length_ch_1":21.79786,"fiber_width_ch_1":16.30137,"inten_cooc_asm_ch_3":0.28774,"inten_cooc_asm_ch_4":0.06712,"inten_cooc_contrast_ch_3":3.75467,"inten_cooc_contrast_ch_4":4.17382,"inten_cooc_entropy_ch_3":3.21999,"inten_cooc_entropy_ch_4":5.87262,"inten_cooc_max_ch_3":0.53846,"inten_cooc_max_ch_4":0.24752,"kurt_inten_ch_1":-0.8958,"kurt_inten_ch_3":10.49245,"kurt_inten_ch_4":-1.35533,"length_ch_1":28.64535,"neighbor_avg_dist_ch_1":216.67916,"neighbor_min_dist_ch_1":34.03301,"neighbor_var_dist_ch_1":94.30055,"perim_ch_1":76.19846,"shape_bfr_ch_1":0.71746,"shape_lwr_ch_1":1.73349,"shape_p_2_a_ch_1":1.3003,"skew_inten_ch_1":0.39876,"skew_inten_ch_3":2.93105,"skew_inten_ch_4":0.30153,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":75992,"total_inten_ch_2":78028,"total_inten_ch_3":616,"total_inten_ch_4":31027,"var_inten_ch_1":146.55156,"var_inten_ch_3":4.00495,"var_inten_ch_4":85.19902,"width_ch_1":16.52471}
{"case":"Train","class":"PS","angle_ch_1":93.89515,"area_ch_1":403,"avg_inten_ch_1":36.92987,"avg_inten_ch_2":92.03117,"avg_inten_ch_3":62.99221,"avg_inten_ch_4":100.74286,"convex_hull_area_ratio_ch_1":1.24908,"convex_hull_perim_ratio_ch_1":0.87043,"diff_inten_density_ch_1":44.66145,"diff_inten_density_ch_3":60.31152,"diff_inten_density_ch_4":79.75391,"entropy_inten_ch_1":6.20088,"entropy_inten_ch_3":6.40097,"entropy_inten_ch_4":6.23305,"eq_circ_diam_ch_1":22.66755,"eq_ellipse_lwr_ch_1":2.37498,"eq_ellipse_oblate_vol_ch_1":952.23155,"eq_ellipse_prolate_vol_ch_1":400.94308,"eq_sphere_area_ch_1":1614.20635,"eq_sphere_vol_ch_1":6098.35062,"fiber_align_2_ch_3":1.33288,"fiber_align_2_ch_4":1.55719,"fiber_length_ch_1":45.5142,"fiber_width_ch_1":9.33861,"inten_cooc_asm_ch_3":0.02401,"inten_cooc_asm_ch_4":0.03853,"inten_cooc_contrast_ch_3":12.76561,"inten_cooc_contrast_ch_4":7.04751,"inten_cooc_entropy_ch_3":6.89319,"inten_cooc_entropy_ch_4":6.4085,"inten_cooc_max_ch_3":0.13687,"inten_cooc_max_ch_4":0.18715,"kurt_inten_ch_1":-0.15255,"kurt_inten_ch_3":0.79532,"kurt_inten_ch_4":-0.29459,"length_ch_1":41.13598,"neighbor_avg_dist_ch_1":207.41902,"neighbor_min_dist_ch_1":25.34833,"neighbor_var_dist_ch_1":95.93559,"perim_ch_1":109.70562,"shape_bfr_ch_1":0.51225,"shape_lwr_ch_1":2.14798,"shape_p_2_a_ch_1":2.25329,"skew_inten_ch_1":0.69977,"skew_inten_ch_3":1.09296,"skew_inten_ch_4":0.73622,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":14218,"total_inten_ch_2":35048,"total_inten_ch_3":24252,"total_inten_ch_4":38786,"var_inten_ch_1":29.26836,"var_inten_ch_3":61.22785,"var_inten_ch_4":97.23972,"width_ch_1":19.15103}
{"case":"Test","class":"PS","angle_ch_1":58.28542,"area_ch_1":159,"avg_inten_ch_1":16.15789,"avg_inten_ch_2":2.95395,"avg_inten_ch_3":22.36842,"avg_inten_ch_4":1.24342,"convex_hull_area_ratio_ch_1":1.33333,"convex_hull_perim_ratio_ch_1":0.83476,"diff_inten_density_ch_1":29.82443,"diff_inten_density_ch_3":29.24427,"diff_inten_density_ch_4":5.12214,"entropy_inten_ch_1":5.0364,"entropy_inten_ch_3":5.30633,"entropy_inten_ch_4":1.81988,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":2.11715,"eq_ellipse_oblate_vol_ch_1":223.02984,"eq_ellipse_prolate_vol_ch_1":105.34426,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.04308,"fiber_align_2_ch_4":1,"fiber_length_ch_1":29.72863,"fiber_width_ch_1":5.73831,"inten_cooc_asm_ch_3":0.00823,"inten_cooc_asm_ch_4":0.25282,"inten_cooc_contrast_ch_3":41.92695,"inten_cooc_contrast_ch_4":5.28667,"inten_cooc_entropy_ch_3":7.18624,"inten_cooc_entropy_ch_4":3.15835,"inten_cooc_max_ch_3":0.02985,"inten_cooc_max_ch_4":0.49254,"kurt_inten_ch_1":-0.2457,"kurt_inten_ch_3":0.40461,"kurt_inten_ch_4":7.23378,"length_ch_1":22.80068,"neighbor_avg_dist_ch_1":238.55545,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":88.60154,"perim_ch_1":70.9339,"shape_bfr_ch_1":0.49417,"shape_lwr_ch_1":1.61245,"shape_p_2_a_ch_1":2.34712,"skew_inten_ch_1":0.62438,"skew_inten_ch_3":0.71463,"skew_inten_ch_4":2.66686,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":2456,"total_inten_ch_2":298,"total_inten_ch_3":3400,"total_inten_ch_4":189,"var_inten_ch_1":13.07323,"var_inten_ch_3":16.34202,"var_inten_ch_4":2.58028,"width_ch_1":14.14038}
{"case":"Train","class":"WS","angle_ch_1":166.70324,"area_ch_1":252,"avg_inten_ch_1":162.25726,"avg_inten_ch_2":209.29876,"avg_inten_ch_3":118.78838,"avg_inten_ch_4":237.31535,"convex_hull_area_ratio_ch_1":1.06426,"convex_hull_perim_ratio_ch_1":0.96964,"diff_inten_density_ch_1":72.29596,"diff_inten_density_ch_3":88.77578,"diff_inten_density_ch_4":130.98655,"entropy_inten_ch_1":7.14757,"entropy_inten_ch_3":6.03756,"entropy_inten_ch_4":7.07516,"eq_circ_diam_ch_1":17.93423,"eq_ellipse_lwr_ch_1":1.47379,"eq_ellipse_oblate_vol_ch_1":371.50557,"eq_ellipse_prolate_vol_ch_1":252.07449,"eq_sphere_area_ch_1":1010.45125,"eq_sphere_vol_ch_1":3020.27759,"fiber_align_2_ch_3":1.37663,"fiber_align_2_ch_4":1.65089,"fiber_length_ch_1":16.02964,"fiber_width_ch_1":16.02964,"inten_cooc_asm_ch_3":0.05551,"inten_cooc_asm_ch_4":0.01048,"inten_cooc_contrast_ch_3":4.24575,"inten_cooc_contrast_ch_4":7.7911,"inten_cooc_entropy_ch_3":5.82368,"inten_cooc_entropy_ch_4":6.95928,"inten_cooc_max_ch_3":0.21778,"inten_cooc_max_ch_4":0.04525,"kurt_inten_ch_1":-0.84099,"kurt_inten_ch_3":0.6691,"kurt_inten_ch_4":-1.19512,"length_ch_1":21.28561,"neighbor_avg_dist_ch_1":276.79736,"neighbor_min_dist_ch_1":34.41584,"neighbor_var_dist_ch_1":124.36323,"perim_ch_1":64.11855,"shape_bfr_ch_1":0.7753,"shape_lwr_ch_1":1.39054,"shape_p_2_a_ch_1":1.25348,"skew_inten_ch_1":-0.16273,"skew_inten_ch_3":1.26339,"skew_inten_ch_4":0.12936,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":39104,"total_inten_ch_2":50201,"total_inten_ch_3":28628,"total_inten_ch_4":57193,"var_inten_ch_1":66.11213,"var_inten_ch_3":138.8045,"var_inten_ch_4":171.44461,"width_ch_1":15.30743}
{"case":"Test","class":"PS","angle_ch_1":1.29627,"area_ch_1":223,"avg_inten_ch_1":107.5493,"avg_inten_ch_2":101.75117,"avg_inten_ch_3":99.07512,"avg_inten_ch_4":60.92019,"convex_hull_area_ratio_ch_1":1.12,"convex_hull_perim_ratio_ch_1":0.9484,"diff_inten_density_ch_1":66.59162,"diff_inten_density_ch_3":75.73822,"diff_inten_density_ch_4":39.92147,"entropy_inten_ch_1":6.83955,"entropy_inten_ch_3":6.37843,"entropy_inten_ch_4":5.83586,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":2.98257,"eq_ellipse_oblate_vol_ch_1":439.12275,"eq_ellipse_prolate_vol_ch_1":147.22988,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":1.71317,"fiber_align_2_ch_4":1.70909,"fiber_length_ch_1":28.99221,"fiber_width_ch_1":8.13466,"inten_cooc_asm_ch_3":0.02058,"inten_cooc_asm_ch_4":0.03601,"inten_cooc_contrast_ch_3":12.86248,"inten_cooc_contrast_ch_4":8.22453,"inten_cooc_entropy_ch_3":6.83457,"inten_cooc_entropy_ch_4":6.40181,"inten_cooc_max_ch_3":0.13636,"inten_cooc_max_ch_4":0.18687,"kurt_inten_ch_1":-0.46994,"kurt_inten_ch_3":0.93065,"kurt_inten_ch_4":-0.44563,"length_ch_1":29.75236,"neighbor_avg_dist_ch_1":185.55131,"neighbor_min_dist_ch_1":27.81297,"neighbor_var_dist_ch_1":89.90453,"perim_ch_1":74.25374,"shape_bfr_ch_1":0.65306,"shape_lwr_ch_1":2.58927,"shape_p_2_a_ch_1":1.86039,"skew_inten_ch_1":-0.04067,"skew_inten_ch_3":0.86541,"skew_inten_ch_4":0.63874,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":22908,"total_inten_ch_2":21461,"total_inten_ch_3":21103,"total_inten_ch_4":12976,"var_inten_ch_1":49.69922,"var_inten_ch_3":80.49964,"var_inten_ch_4":53.88205,"width_ch_1":11.49063}
{"case":"Train","class":"WS","angle_ch_1":81.63876,"area_ch_1":275,"avg_inten_ch_1":264.28517,"avg_inten_ch_2":465.35741,"avg_inten_ch_3":182.38023,"avg_inten_ch_4":165.27757,"convex_hull_area_ratio_ch_1":1.03839,"convex_hull_perim_ratio_ch_1":0.96267,"diff_inten_density_ch_1":115.21311,"diff_inten_density_ch_3":163.81148,"diff_inten_density_ch_4":130.44262,"entropy_inten_ch_1":7.49311,"entropy_inten_ch_3":4.87197,"entropy_inten_ch_4":5.77573,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.22321,"eq_ellipse_oblate_vol_ch_1":385.83791,"eq_ellipse_prolate_vol_ch_1":315.43178,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1.54513,"fiber_align_2_ch_4":1.22296,"fiber_length_ch_1":16.30378,"fiber_width_ch_1":16.30378,"inten_cooc_asm_ch_3":0.17635,"inten_cooc_asm_ch_4":0.07231,"inten_cooc_contrast_ch_3":2.20208,"inten_cooc_contrast_ch_4":6.53573,"inten_cooc_entropy_ch_3":4.46861,"inten_cooc_entropy_ch_4":5.80374,"inten_cooc_max_ch_3":0.41463,"inten_cooc_max_ch_4":0.26446,"kurt_inten_ch_1":0.46043,"kurt_inten_ch_3":3.54207,"kurt_inten_ch_4":-0.8084,"length_ch_1":22.16473,"neighbor_avg_dist_ch_1":166.91567,"neighbor_min_dist_ch_1":27.02935,"neighbor_var_dist_ch_1":77.85218,"perim_ch_1":65.21512,"shape_bfr_ch_1":0.69235,"shape_lwr_ch_1":1.23383,"shape_p_2_a_ch_1":1.18056,"skew_inten_ch_1":0.22621,"skew_inten_ch_3":1.97054,"skew_inten_ch_4":0.64041,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":69507,"total_inten_ch_2":122127,"total_inten_ch_3":47966,"total_inten_ch_4":43468,"var_inten_ch_1":113.24101,"var_inten_ch_3":292.64074,"var_inten_ch_4":166.12816,"width_ch_1":17.96415}
{"case":"Train","class":"PS","angle_ch_1":83.50092,"area_ch_1":155,"avg_inten_ch_1":219.41216,"avg_inten_ch_2":196.01351,"avg_inten_ch_3":497.7027,"avg_inten_ch_4":87.11486,"convex_hull_area_ratio_ch_1":1.40752,"convex_hull_perim_ratio_ch_1":0.7754,"diff_inten_density_ch_1":177.10317,"diff_inten_density_ch_3":426.94444,"diff_inten_density_ch_4":74.20635,"entropy_inten_ch_1":6.97794,"entropy_inten_ch_3":6.80368,"entropy_inten_ch_4":5.66716,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":1.26375,"eq_ellipse_oblate_vol_ch_1":165.55613,"eq_ellipse_prolate_vol_ch_1":131.00353,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1.47074,"fiber_align_2_ch_4":1.65793,"fiber_length_ch_1":33.09971,"fiber_width_ch_1":5.05097,"inten_cooc_asm_ch_3":0.00806,"inten_cooc_asm_ch_4":0.03823,"inten_cooc_contrast_ch_3":18.40584,"inten_cooc_contrast_ch_4":9.85801,"inten_cooc_entropy_ch_3":7.20612,"inten_cooc_entropy_ch_4":6.06458,"inten_cooc_max_ch_3":0.03876,"inten_cooc_max_ch_4":0.17073,"kurt_inten_ch_1":-0.8725,"kurt_inten_ch_3":-1.18452,"kurt_inten_ch_4":1.59796,"length_ch_1":19.7909,"neighbor_avg_dist_ch_1":200.74987,"neighbor_min_dist_ch_1":35.84796,"neighbor_var_dist_ch_1":74.45253,"perim_ch_1":76.30136,"shape_bfr_ch_1":0.47081,"shape_lwr_ch_1":1.18871,"shape_p_2_a_ch_1":2.77111,"skew_inten_ch_1":0.311,"skew_inten_ch_3":0.07554,"skew_inten_ch_4":1.2488,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":32473,"total_inten_ch_2":28863,"total_inten_ch_3":73660,"total_inten_ch_4":12893,"var_inten_ch_1":143.55731,"var_inten_ch_3":329.58845,"var_inten_ch_4":86.35005,"width_ch_1":16.64904}
{"case":"Test","class":"PS","angle_ch_1":177.1863,"area_ch_1":150,"avg_inten_ch_1":30.82639,"avg_inten_ch_2":6.27778,"avg_inten_ch_3":56.01389,"avg_inten_ch_4":2.60417,"convex_hull_area_ratio_ch_1":1.22977,"convex_hull_perim_ratio_ch_1":0.90953,"diff_inten_density_ch_1":42.26531,"diff_inten_density_ch_3":63.17143,"diff_inten_density_ch_4":7.25306,"entropy_inten_ch_1":5.71508,"entropy_inten_ch_3":5.60837,"entropy_inten_ch_4":2.90268,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":4.55691,"eq_ellipse_oblate_vol_ch_1":301.71736,"eq_ellipse_prolate_vol_ch_1":66.21102,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.73663,"fiber_align_2_ch_4":1,"fiber_length_ch_1":31.06575,"fiber_width_ch_1":5.21297,"inten_cooc_asm_ch_3":0.02572,"inten_cooc_asm_ch_4":0.03507,"inten_cooc_contrast_ch_3":15.42519,"inten_cooc_contrast_ch_4":15.05493,"inten_cooc_entropy_ch_3":6.35709,"inten_cooc_entropy_ch_4":5.47661,"inten_cooc_max_ch_3":0.13953,"inten_cooc_max_ch_4":0.12069,"kurt_inten_ch_1":2.54184,"kurt_inten_ch_3":2.52227,"kurt_inten_ch_4":-0.2227,"length_ch_1":28.78288,"neighbor_avg_dist_ch_1":246.94326,"neighbor_min_dist_ch_1":61.56493,"neighbor_var_dist_ch_1":81.54003,"perim_ch_1":72.55744,"shape_bfr_ch_1":0.65307,"shape_lwr_ch_1":3.58449,"shape_p_2_a_ch_1":2.58693,"skew_inten_ch_1":1.57577,"skew_inten_ch_3":1.50188,"skew_inten_ch_4":0.87456,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":4439,"total_inten_ch_2":761,"total_inten_ch_3":8066,"total_inten_ch_4":375,"var_inten_ch_1":27.72041,"var_inten_ch_3":59.84552,"var_inten_ch_4":2.75937,"width_ch_1":8.02983}
{"case":"Train","class":"PS","angle_ch_1":98.07266,"area_ch_1":247,"avg_inten_ch_1":24.80932,"avg_inten_ch_2":137.37288,"avg_inten_ch_3":42.07203,"avg_inten_ch_4":103.7839,"convex_hull_area_ratio_ch_1":1.16479,"convex_hull_perim_ratio_ch_1":0.93359,"diff_inten_density_ch_1":38.21963,"diff_inten_density_ch_3":32.33645,"diff_inten_density_ch_4":75.04673,"entropy_inten_ch_1":5.60355,"entropy_inten_ch_3":5.16006,"entropy_inten_ch_4":5.00488,"eq_circ_diam_ch_1":17.74722,"eq_ellipse_lwr_ch_1":2.57298,"eq_ellipse_oblate_vol_ch_1":475.67192,"eq_ellipse_prolate_vol_ch_1":184.87219,"eq_sphere_area_ch_1":989.48753,"eq_sphere_vol_ch_1":2926.77475,"fiber_align_2_ch_3":1.5775,"fiber_align_2_ch_4":1.65918,"fiber_length_ch_1":30.66498,"fiber_width_ch_1":8.34892,"inten_cooc_asm_ch_3":0.08882,"inten_cooc_asm_ch_4":0.11944,"inten_cooc_contrast_ch_3":4.17759,"inten_cooc_contrast_ch_4":4.15984,"inten_cooc_entropy_ch_3":5.53605,"inten_cooc_entropy_ch_4":5.14335,"inten_cooc_max_ch_3":0.28767,"inten_cooc_max_ch_4":0.3379,"kurt_inten_ch_1":1.21264,"kurt_inten_ch_3":1.74977,"kurt_inten_ch_4":-0.94864,"length_ch_1":27.93677,"neighbor_avg_dist_ch_1":222.77727,"neighbor_min_dist_ch_1":15.49305,"neighbor_var_dist_ch_1":95.07748,"perim_ch_1":78.0278,"shape_bfr_ch_1":0.65065,"shape_lwr_ch_1":2.05282,"shape_p_2_a_ch_1":1.8924,"skew_inten_ch_1":0.88136,"skew_inten_ch_3":1.4247,"skew_inten_ch_4":0.71589,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":5855,"total_inten_ch_2":32185,"total_inten_ch_3":9929,"total_inten_ch_4":24493,"var_inten_ch_1":19.37699,"var_inten_ch_3":50.20575,"var_inten_ch_4":118.24225,"width_ch_1":13.60895}
{"case":"Train","class":"PS","angle_ch_1":176.98569,"area_ch_1":190,"avg_inten_ch_1":29.8022,"avg_inten_ch_2":5.34615,"avg_inten_ch_3":1.23626,"avg_inten_ch_4":2.25824,"convex_hull_area_ratio_ch_1":1.05179,"convex_hull_perim_ratio_ch_1":0.95382,"diff_inten_density_ch_1":43.5136,"diff_inten_density_ch_3":4.16616,"diff_inten_density_ch_4":6.03323,"entropy_inten_ch_1":5.75917,"entropy_inten_ch_3":1.52836,"entropy_inten_ch_4":2.76195,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.76606,"eq_ellipse_oblate_vol_ch_1":266.8894,"eq_ellipse_prolate_vol_ch_1":151.12139,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":19.61645,"fiber_width_ch_1":10.05895,"inten_cooc_asm_ch_3":0.4331,"inten_cooc_asm_ch_4":0.06812,"inten_cooc_contrast_ch_3":1.77507,"inten_cooc_contrast_ch_4":9.22556,"inten_cooc_entropy_ch_3":2.31033,"inten_cooc_entropy_ch_4":4.89927,"inten_cooc_max_ch_3":0.67284,"inten_cooc_max_ch_4":0.22485,"kurt_inten_ch_1":-0.48032,"kurt_inten_ch_3":9.72799,"kurt_inten_ch_4":1.7399,"length_ch_1":20.66321,"neighbor_avg_dist_ch_1":272.87591,"neighbor_min_dist_ch_1":30.71429,"neighbor_var_dist_ch_1":130.85736,"perim_ch_1":59.35081,"shape_bfr_ch_1":0.76936,"shape_lwr_ch_1":1.72193,"shape_p_2_a_ch_1":1.42059,"skew_inten_ch_1":0.44994,"skew_inten_ch_3":3.09793,"skew_inten_ch_4":1.53852,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":5424,"total_inten_ch_2":792,"total_inten_ch_3":225,"total_inten_ch_4":411,"var_inten_ch_1":20.84992,"var_inten_ch_3":3.10515,"var_inten_ch_4":3.07852,"width_ch_1":12.00005}
{"case":"Test","class":"PS","angle_ch_1":176.9261,"area_ch_1":156,"avg_inten_ch_1":32.89262,"avg_inten_ch_2":7.09396,"avg_inten_ch_3":20.69799,"avg_inten_ch_4":4.32215,"convex_hull_area_ratio_ch_1":1.43125,"convex_hull_perim_ratio_ch_1":0.87474,"diff_inten_density_ch_1":41.84585,"diff_inten_density_ch_3":19.87747,"diff_inten_density_ch_4":7.19763,"entropy_inten_ch_1":5.80096,"entropy_inten_ch_3":3.73724,"entropy_inten_ch_4":3.21891,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":3.43422,"eq_ellipse_oblate_vol_ch_1":275.68636,"eq_ellipse_prolate_vol_ch_1":80.27617,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.47955,"fiber_align_2_ch_4":1.63208,"fiber_length_ch_1":33.78662,"fiber_width_ch_1":4.96379,"inten_cooc_asm_ch_3":0.20599,"inten_cooc_asm_ch_4":0.07391,"inten_cooc_contrast_ch_3":3.50897,"inten_cooc_contrast_ch_4":9.40181,"inten_cooc_entropy_ch_3":4.18756,"inten_cooc_entropy_ch_4":5.26307,"inten_cooc_max_ch_3":0.46154,"inten_cooc_max_ch_4":0.25203,"kurt_inten_ch_1":1.69003,"kurt_inten_ch_3":0.67078,"kurt_inten_ch_4":12.46376,"length_ch_1":26.91015,"neighbor_avg_dist_ch_1":240.52988,"neighbor_min_dist_ch_1":40.04653,"neighbor_var_dist_ch_1":91.619,"perim_ch_1":77.50083,"shape_bfr_ch_1":0.5014,"shape_lwr_ch_1":2.32483,"shape_p_2_a_ch_1":2.84998,"skew_inten_ch_1":1.13231,"skew_inten_ch_3":1.28412,"skew_inten_ch_4":3.17757,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":4901,"total_inten_ch_2":909,"total_inten_ch_3":3084,"total_inten_ch_4":644,"var_inten_ch_1":25.13725,"var_inten_ch_3":28.74692,"var_inten_ch_4":7.16841,"width_ch_1":11.57511}
{"case":"Train","class":"PS","angle_ch_1":99.28503,"area_ch_1":300,"avg_inten_ch_1":42.5122,"avg_inten_ch_2":200.96167,"avg_inten_ch_3":58.54007,"avg_inten_ch_4":150.72474,"convex_hull_area_ratio_ch_1":1.31848,"convex_hull_perim_ratio_ch_1":0.83339,"diff_inten_density_ch_1":44.63707,"diff_inten_density_ch_3":46.79923,"diff_inten_density_ch_4":110.09653,"entropy_inten_ch_1":6.31962,"entropy_inten_ch_3":6.45794,"entropy_inten_ch_4":6.77167,"eq_circ_diam_ch_1":19.5711,"eq_ellipse_lwr_ch_1":2.04444,"eq_ellipse_oblate_vol_ch_1":568.63216,"eq_ellipse_prolate_vol_ch_1":278.13611,"eq_sphere_area_ch_1":1203.31746,"eq_sphere_vol_ch_1":3925.04049,"fiber_align_2_ch_3":1.50072,"fiber_align_2_ch_4":1.27774,"fiber_length_ch_1":38.83557,"fiber_width_ch_1":8.17808,"inten_cooc_asm_ch_3":0.01055,"inten_cooc_asm_ch_4":0.0138,"inten_cooc_contrast_ch_3":12.4681,"inten_cooc_contrast_ch_4":10.56607,"inten_cooc_entropy_ch_3":7.25169,"inten_cooc_entropy_ch_4":6.97373,"inten_cooc_max_ch_3":0.06589,"inten_cooc_max_ch_4":0.08846,"kurt_inten_ch_1":-0.67169,"kurt_inten_ch_3":1.30777,"kurt_inten_ch_4":0.39262,"length_ch_1":28.10662,"neighbor_avg_dist_ch_1":234.53588,"neighbor_min_dist_ch_1":32.82583,"neighbor_var_dist_ch_1":108.77958,"perim_ch_1":94.0273,"shape_bfr_ch_1":0.61339,"shape_lwr_ch_1":1.61076,"shape_p_2_a_ch_1":2.21521,"skew_inten_ch_1":0.3298,"skew_inten_ch_3":0.89959,"skew_inten_ch_4":0.88318,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":12201,"total_inten_ch_2":57390,"total_inten_ch_3":16801,"total_inten_ch_4":43258,"var_inten_ch_1":25.40773,"var_inten_ch_3":47.26938,"var_inten_ch_4":130.2947,"width_ch_1":17.44929}
{"case":"Test","class":"PS","angle_ch_1":118.8934,"area_ch_1":297,"avg_inten_ch_1":26.05634,"avg_inten_ch_2":152.60915,"avg_inten_ch_3":43.65141,"avg_inten_ch_4":63.85563,"convex_hull_area_ratio_ch_1":1.15385,"convex_hull_perim_ratio_ch_1":0.86114,"diff_inten_density_ch_1":40.1068,"diff_inten_density_ch_3":42.65437,"diff_inten_density_ch_4":54.5767,"entropy_inten_ch_1":5.71679,"entropy_inten_ch_3":5.10149,"entropy_inten_ch_4":5.69889,"eq_circ_diam_ch_1":19.46854,"eq_ellipse_lwr_ch_1":1.77059,"eq_ellipse_oblate_vol_ch_1":520.90448,"eq_ellipse_prolate_vol_ch_1":294.19821,"eq_sphere_area_ch_1":1190.73923,"eq_sphere_vol_ch_1":3863.65915,"fiber_align_2_ch_3":1.47415,"fiber_align_2_ch_4":1.68905,"fiber_length_ch_1":34.81625,"fiber_width_ch_1":9.00176,"inten_cooc_asm_ch_3":0.09971,"inten_cooc_asm_ch_4":0.06412,"inten_cooc_contrast_ch_3":6.92645,"inten_cooc_contrast_ch_4":7.98305,"inten_cooc_entropy_ch_3":5.51036,"inten_cooc_entropy_ch_4":5.98903,"inten_cooc_max_ch_3":0.32443,"inten_cooc_max_ch_4":0.24427,"kurt_inten_ch_1":1.29672,"kurt_inten_ch_3":5.95237,"kurt_inten_ch_4":-0.37482,"length_ch_1":29.24174,"neighbor_avg_dist_ch_1":202.23116,"neighbor_min_dist_ch_1":24.42167,"neighbor_var_dist_ch_1":80.1842,"perim_ch_1":87.63603,"shape_bfr_ch_1":0.58087,"shape_lwr_ch_1":1.66851,"shape_p_2_a_ch_1":1.95004,"skew_inten_ch_1":1.1114,"skew_inten_ch_3":2.10549,"skew_inten_ch_4":0.79698,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":7400,"total_inten_ch_2":43058,"total_inten_ch_3":12397,"total_inten_ch_4":18135,"var_inten_ch_1":23.1038,"var_inten_ch_3":54.81449,"var_inten_ch_4":64.39116,"width_ch_1":17.52564}
{"case":"Train","class":"PS","angle_ch_1":61.7053,"area_ch_1":158,"avg_inten_ch_1":18.70861,"avg_inten_ch_2":296.81457,"avg_inten_ch_3":3.9404,"avg_inten_ch_4":9.45695,"convex_hull_area_ratio_ch_1":1.09516,"convex_hull_perim_ratio_ch_1":0.95382,"diff_inten_density_ch_1":32.64179,"diff_inten_density_ch_3":9.04478,"diff_inten_density_ch_4":9.32836,"entropy_inten_ch_1":5.27446,"entropy_inten_ch_3":1.99381,"entropy_inten_ch_4":1.69878,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":2.22692,"eq_ellipse_oblate_vol_ch_1":226.48508,"eq_ellipse_prolate_vol_ch_1":101.70314,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.94927,"fiber_align_2_ch_4":1.79821,"fiber_length_ch_1":20.83992,"fiber_width_ch_1":8.0601,"inten_cooc_asm_ch_3":0.42308,"inten_cooc_asm_ch_4":0.6119,"inten_cooc_contrast_ch_3":1.99655,"inten_cooc_contrast_ch_4":0.3408,"inten_cooc_entropy_ch_3":2.56805,"inten_cooc_entropy_ch_4":1.61075,"inten_cooc_max_ch_3":0.65152,"inten_cooc_max_ch_4":0.7803,"kurt_inten_ch_1":-0.33034,"kurt_inten_ch_3":6.30655,"kurt_inten_ch_4":4.21452,"length_ch_1":22.95175,"neighbor_avg_dist_ch_1":244.60646,"neighbor_min_dist_ch_1":35.53961,"neighbor_var_dist_ch_1":114.50586,"perim_ch_1":57.80003,"shape_bfr_ch_1":0.57821,"shape_lwr_ch_1":1.92441,"shape_p_2_a_ch_1":1.58273,"skew_inten_ch_1":0.60727,"skew_inten_ch_3":2.61846,"skew_inten_ch_4":2.32114,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":2825,"total_inten_ch_2":44669,"total_inten_ch_3":595,"total_inten_ch_4":1428,"var_inten_ch_1":14.49256,"var_inten_ch_3":8.97549,"var_inten_ch_4":22.33482,"width_ch_1":11.92662}
{"case":"Test","class":"PS","angle_ch_1":172.85339,"area_ch_1":180,"avg_inten_ch_1":55.52326,"avg_inten_ch_2":80.85465,"avg_inten_ch_3":104.99419,"avg_inten_ch_4":53.67442,"convex_hull_area_ratio_ch_1":1.25,"convex_hull_perim_ratio_ch_1":0.8901,"diff_inten_density_ch_1":60.98033,"diff_inten_density_ch_3":91.34098,"diff_inten_density_ch_4":46.01639,"entropy_inten_ch_1":6.35619,"entropy_inten_ch_3":5.21705,"entropy_inten_ch_4":3.76265,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":1.74555,"eq_ellipse_oblate_vol_ch_1":243.77028,"eq_ellipse_prolate_vol_ch_1":139.65217,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.64948,"fiber_align_2_ch_4":1.59345,"fiber_length_ch_1":25.81837,"fiber_width_ch_1":7.38892,"inten_cooc_asm_ch_3":0.08899,"inten_cooc_asm_ch_4":0.24188,"inten_cooc_contrast_ch_3":6.60608,"inten_cooc_contrast_ch_4":2.96689,"inten_cooc_entropy_ch_3":5.44343,"inten_cooc_entropy_ch_4":3.92351,"inten_cooc_max_ch_3":0.30263,"inten_cooc_max_ch_4":0.49342,"kurt_inten_ch_1":7.53758,"kurt_inten_ch_3":3.58541,"kurt_inten_ch_4":0.72719,"length_ch_1":20.19285,"neighbor_avg_dist_ch_1":286.14232,"neighbor_min_dist_ch_1":15.35714,"neighbor_var_dist_ch_1":139.60624,"perim_ch_1":66.41458,"shape_bfr_ch_1":0.60088,"shape_lwr_ch_1":1.35898,"shape_p_2_a_ch_1":1.83994,"skew_inten_ch_1":2.11898,"skew_inten_ch_3":1.73829,"skew_inten_ch_4":1.23398,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9550,"total_inten_ch_2":13736,"total_inten_ch_3":18059,"total_inten_ch_4":9232,"var_inten_ch_1":42.7179,"var_inten_ch_3":127.64679,"var_inten_ch_4":73.09828,"width_ch_1":14.85883}
{"case":"Test","class":"WS","angle_ch_1":90.58877,"area_ch_1":340,"avg_inten_ch_1":85.50462,"avg_inten_ch_2":125.94769,"avg_inten_ch_3":22.37538,"avg_inten_ch_4":79.21231,"convex_hull_area_ratio_ch_1":1.19143,"convex_hull_perim_ratio_ch_1":0.90852,"diff_inten_density_ch_1":57.02034,"diff_inten_density_ch_3":22.51864,"diff_inten_density_ch_4":43.82712,"entropy_inten_ch_1":6.99142,"entropy_inten_ch_3":3.53607,"entropy_inten_ch_4":5.72545,"eq_circ_diam_ch_1":20.82648,"eq_ellipse_lwr_ch_1":4.438,"eq_ellipse_oblate_vol_ch_1":1009.57933,"eq_ellipse_prolate_vol_ch_1":227.48498,"eq_sphere_area_ch_1":1362.64172,"eq_sphere_vol_ch_1":4729.83877,"fiber_align_2_ch_3":1.18598,"fiber_align_2_ch_4":1.51585,"fiber_length_ch_1":45.29207,"fiber_width_ch_1":7.82806,"inten_cooc_asm_ch_3":0.25615,"inten_cooc_asm_ch_4":0.07865,"inten_cooc_contrast_ch_3":2.23145,"inten_cooc_contrast_ch_4":4.11801,"inten_cooc_entropy_ch_3":3.69482,"inten_cooc_entropy_ch_4":5.62263,"inten_cooc_max_ch_3":0.50163,"inten_cooc_max_ch_4":0.27362,"kurt_inten_ch_1":0.01462,"kurt_inten_ch_3":3.74984,"kurt_inten_ch_4":0.07538,"length_ch_1":42.00554,"neighbor_avg_dist_ch_1":183.54406,"neighbor_min_dist_ch_1":21.88655,"neighbor_var_dist_ch_1":98.28314,"perim_ch_1":106.24026,"shape_bfr_ch_1":0.71481,"shape_lwr_ch_1":3.7024,"shape_p_2_a_ch_1":2.53332,"skew_inten_ch_1":0.8104,"skew_inten_ch_3":2.08371,"skew_inten_ch_4":0.8825,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":27789,"total_inten_ch_2":40609,"total_inten_ch_3":7272,"total_inten_ch_4":25744,"var_inten_ch_1":58.35829,"var_inten_ch_3":40.925,"var_inten_ch_4":79.61481,"width_ch_1":11.34547}
{"case":"Train","class":"WS","angle_ch_1":110.44853,"area_ch_1":345,"avg_inten_ch_1":397.66061,"avg_inten_ch_2":221.55758,"avg_inten_ch_3":634.23636,"avg_inten_ch_4":71.44242,"convex_hull_area_ratio_ch_1":1.31704,"convex_hull_perim_ratio_ch_1":0.83645,"diff_inten_density_ch_1":225.85427,"diff_inten_density_ch_3":428.9933,"diff_inten_density_ch_4":55.68007,"entropy_inten_ch_1":8.08216,"entropy_inten_ch_3":6.61658,"entropy_inten_ch_4":5.06239,"eq_circ_diam_ch_1":20.98607,"eq_ellipse_lwr_ch_1":2.84415,"eq_ellipse_oblate_vol_ch_1":826.93039,"eq_ellipse_prolate_vol_ch_1":290.74748,"eq_sphere_area_ch_1":1383.60544,"eq_sphere_vol_ch_1":4839.40764,"fiber_align_2_ch_3":1.18586,"fiber_align_2_ch_4":1.62719,"fiber_length_ch_1":45.47769,"fiber_width_ch_1":8.01507,"inten_cooc_asm_ch_3":0.05739,"inten_cooc_asm_ch_4":0.12933,"inten_cooc_contrast_ch_3":5.43613,"inten_cooc_contrast_ch_4":3.73892,"inten_cooc_entropy_ch_3":6.09856,"inten_cooc_entropy_ch_4":4.98549,"inten_cooc_max_ch_3":0.23051,"inten_cooc_max_ch_4":0.35254,"kurt_inten_ch_1":0.09425,"kurt_inten_ch_3":-0.03742,"kurt_inten_ch_4":0.63737,"length_ch_1":37.62363,"neighbor_avg_dist_ch_1":241.3368,"neighbor_min_dist_ch_1":31.32255,"neighbor_var_dist_ch_1":119.24347,"perim_ch_1":106.98551,"shape_bfr_ch_1":0.56489,"shape_lwr_ch_1":2.31172,"shape_p_2_a_ch_1":2.4988,"skew_inten_ch_1":0.72942,"skew_inten_ch_3":0.86121,"skew_inten_ch_4":1.34155,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":131228,"total_inten_ch_2":72785,"total_inten_ch_3":209298,"total_inten_ch_4":23576,"var_inten_ch_1":248.25848,"var_inten_ch_3":635.46947,"var_inten_ch_4":99.45472,"width_ch_1":16.2752}
{"case":"Test","class":"WS","angle_ch_1":150.23003,"area_ch_1":328,"avg_inten_ch_1":110.16294,"avg_inten_ch_2":268.79872,"avg_inten_ch_3":124.06709,"avg_inten_ch_4":204.04153,"convex_hull_area_ratio_ch_1":1.27866,"convex_hull_perim_ratio_ch_1":0.90745,"diff_inten_density_ch_1":62.80035,"diff_inten_density_ch_3":71.84063,"diff_inten_density_ch_4":105.86865,"entropy_inten_ch_1":7.12642,"entropy_inten_ch_3":7.17822,"entropy_inten_ch_4":7.57062,"eq_circ_diam_ch_1":20.43838,"eq_ellipse_lwr_ch_1":1.70972,"eq_ellipse_oblate_vol_ch_1":592.24453,"eq_ellipse_prolate_vol_ch_1":346.39774,"eq_sphere_area_ch_1":1312.3288,"eq_sphere_vol_ch_1":4470.31166,"fiber_align_2_ch_3":1.56861,"fiber_align_2_ch_4":1.20273,"fiber_length_ch_1":36.83186,"fiber_width_ch_1":9.37002,"inten_cooc_asm_ch_3":0.00909,"inten_cooc_asm_ch_4":0.00882,"inten_cooc_contrast_ch_3":9.17413,"inten_cooc_contrast_ch_4":7.2077,"inten_cooc_entropy_ch_3":7.23581,"inten_cooc_entropy_ch_4":7.1251,"inten_cooc_max_ch_3":0.04483,"inten_cooc_max_ch_4":0.02241,"kurt_inten_ch_1":-0.09091,"kurt_inten_ch_3":-0.38446,"kurt_inten_ch_4":-0.49367,"length_ch_1":31.49184,"neighbor_avg_dist_ch_1":262.82708,"neighbor_min_dist_ch_1":24.33567,"neighbor_var_dist_ch_1":117.87338,"perim_ch_1":92.40376,"shape_bfr_ch_1":0.56176,"shape_lwr_ch_1":1.69809,"shape_p_2_a_ch_1":1.96881,"skew_inten_ch_1":0.68895,"skew_inten_ch_3":0.59285,"skew_inten_ch_4":0.6911,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":34481,"total_inten_ch_2":83822,"total_inten_ch_3":38833,"total_inten_ch_4":63865,"var_inten_ch_1":72.38508,"var_inten_ch_3":89.45811,"var_inten_ch_4":155.85594,"width_ch_1":18.54541}
{"case":"Train","class":"WS","angle_ch_1":71.45401,"area_ch_1":325,"avg_inten_ch_1":51.14469,"avg_inten_ch_2":206.43408,"avg_inten_ch_3":5.96785,"avg_inten_ch_4":30.52412,"convex_hull_area_ratio_ch_1":1.10031,"convex_hull_perim_ratio_ch_1":0.89613,"diff_inten_density_ch_1":47.40489,"diff_inten_density_ch_3":11.44677,"diff_inten_density_ch_4":21.98778,"entropy_inten_ch_1":6.42462,"entropy_inten_ch_3":1.92388,"entropy_inten_ch_4":3.20258,"eq_circ_diam_ch_1":20.37297,"eq_ellipse_lwr_ch_1":1.48075,"eq_ellipse_oblate_vol_ch_1":545.88659,"eq_ellipse_prolate_vol_ch_1":368.65645,"eq_sphere_area_ch_1":1303.94331,"eq_sphere_vol_ch_1":4427.53374,"fiber_align_2_ch_3":1.02708,"fiber_align_2_ch_4":1.54232,"fiber_length_ch_1":29.35186,"fiber_width_ch_1":11.57038,"inten_cooc_asm_ch_3":0.48322,"inten_cooc_asm_ch_4":0.40115,"inten_cooc_contrast_ch_3":1.11101,"inten_cooc_contrast_ch_4":1.19677,"inten_cooc_entropy_ch_3":2.26805,"inten_cooc_entropy_ch_4":2.93465,"inten_cooc_max_ch_3":0.70213,"inten_cooc_max_ch_4":0.63475,"kurt_inten_ch_1":-0.0177,"kurt_inten_ch_3":15.59717,"kurt_inten_ch_4":0.8173,"length_ch_1":26.55806,"neighbor_avg_dist_ch_1":185.05083,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":77.26312,"perim_ch_1":81.84449,"shape_bfr_ch_1":0.65358,"shape_lwr_ch_1":1.41414,"shape_p_2_a_ch_1":1.56958,"skew_inten_ch_1":0.56489,"skew_inten_ch_3":3.73906,"skew_inten_ch_4":1.4156,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":15906,"total_inten_ch_2":63891,"total_inten_ch_3":1856,"total_inten_ch_4":9493,"var_inten_ch_1":31.5763,"var_inten_ch_3":16.72221,"var_inten_ch_4":48.61508,"width_ch_1":18.78038}
{"case":"Test","class":"PS","angle_ch_1":89.76609,"area_ch_1":232,"avg_inten_ch_1":27.76126,"avg_inten_ch_2":148.26126,"avg_inten_ch_3":49.88288,"avg_inten_ch_4":110.13964,"convex_hull_area_ratio_ch_1":1.06202,"convex_hull_perim_ratio_ch_1":0.96165,"diff_inten_density_ch_1":37.66501,"diff_inten_density_ch_3":40.45906,"diff_inten_density_ch_4":66.9603,"entropy_inten_ch_1":5.74335,"entropy_inten_ch_3":5.29724,"entropy_inten_ch_4":6.70493,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":2.59923,"eq_ellipse_oblate_vol_ch_1":436.18724,"eq_ellipse_prolate_vol_ch_1":167.81434,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.00592,"fiber_align_2_ch_4":1.71402,"fiber_length_ch_1":28.52335,"fiber_width_ch_1":8.44293,"inten_cooc_asm_ch_3":0.06928,"inten_cooc_asm_ch_4":0.01125,"inten_cooc_contrast_ch_3":5.84348,"inten_cooc_contrast_ch_4":7.47793,"inten_cooc_entropy_ch_3":5.6965,"inten_cooc_entropy_ch_4":6.89567,"inten_cooc_max_ch_3":0.25,"inten_cooc_max_ch_4":0.06635,"kurt_inten_ch_1":-0.60166,"kurt_inten_ch_3":-0.87371,"kurt_inten_ch_4":-1.05725,"length_ch_1":30.71403,"neighbor_avg_dist_ch_1":226.4426,"neighbor_min_dist_ch_1":13.92532,"neighbor_var_dist_ch_1":95.80194,"perim_ch_1":73.93257,"shape_bfr_ch_1":0.73461,"shape_lwr_ch_1":2.97812,"shape_p_2_a_ch_1":1.8062,"skew_inten_ch_1":0.39807,"skew_inten_ch_3":0.65032,"skew_inten_ch_4":0.38201,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6163,"total_inten_ch_2":32693,"total_inten_ch_3":11074,"total_inten_ch_4":24451,"var_inten_ch_1":18.7509,"var_inten_ch_3":51.62176,"var_inten_ch_4":86.85093,"width_ch_1":10.31324}
{"case":"Test","class":"WS","angle_ch_1":171.5261,"area_ch_1":536,"avg_inten_ch_1":884.08203,"avg_inten_ch_2":561.03906,"avg_inten_ch_3":107.2793,"avg_inten_ch_4":469.96875,"convex_hull_area_ratio_ch_1":1.26679,"convex_hull_perim_ratio_ch_1":0.91206,"diff_inten_density_ch_1":276.2666,"diff_inten_density_ch_3":65.1412,"diff_inten_density_ch_4":266.00948,"entropy_inten_ch_1":8.66155,"entropy_inten_ch_3":6.95105,"entropy_inten_ch_4":7.67788,"eq_circ_diam_ch_1":26.14022,"eq_ellipse_lwr_ch_1":4.41474,"eq_ellipse_oblate_vol_ch_1":1991.03624,"eq_ellipse_prolate_vol_ch_1":450.99717,"eq_sphere_area_ch_1":2146.68481,"eq_sphere_vol_ch_1":9352.46814,"fiber_align_2_ch_3":1.70548,"fiber_align_2_ch_4":1.68272,"fiber_length_ch_1":57.20648,"fiber_width_ch_1":9.68363,"inten_cooc_asm_ch_3":0.02257,"inten_cooc_asm_ch_4":0.0232,"inten_cooc_contrast_ch_3":7.84487,"inten_cooc_contrast_ch_4":8.20045,"inten_cooc_entropy_ch_3":6.78035,"inten_cooc_entropy_ch_4":6.86197,"inten_cooc_max_ch_3":0.13043,"inten_cooc_max_ch_4":0.13261,"kurt_inten_ch_1":-1.15072,"kurt_inten_ch_3":0.02576,"kurt_inten_ch_4":-0.84664,"length_ch_1":54.16557,"neighbor_avg_dist_ch_1":254.25342,"neighbor_min_dist_ch_1":29.69048,"neighbor_var_dist_ch_1":121.29647,"perim_ch_1":133.78022,"shape_bfr_ch_1":0.57123,"shape_lwr_ch_1":3.12282,"shape_p_2_a_ch_1":2.57092,"skew_inten_ch_1":-0.13711,"skew_inten_ch_3":0.75155,"skew_inten_ch_4":0.30387,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":452650,"total_inten_ch_2":286741,"total_inten_ch_3":54927,"total_inten_ch_4":240624,"var_inten_ch_1":448.32696,"var_inten_ch_3":91.33582,"var_inten_ch_4":360.43032,"width_ch_1":17.34507}
{"case":"Train","class":"PS","angle_ch_1":73.64268,"area_ch_1":298,"avg_inten_ch_1":60.34035,"avg_inten_ch_2":126.29123,"avg_inten_ch_3":53.92281,"avg_inten_ch_4":158.56491,"convex_hull_area_ratio_ch_1":1.07379,"convex_hull_perim_ratio_ch_1":0.94778,"diff_inten_density_ch_1":57.21374,"diff_inten_density_ch_3":55.01145,"diff_inten_density_ch_4":93.12214,"entropy_inten_ch_1":6.66424,"entropy_inten_ch_3":5.50664,"entropy_inten_ch_4":7.18219,"eq_circ_diam_ch_1":19.50279,"eq_ellipse_lwr_ch_1":2.66751,"eq_ellipse_oblate_vol_ch_1":642.74964,"eq_ellipse_prolate_vol_ch_1":240.95494,"eq_sphere_area_ch_1":1194.93197,"eq_sphere_vol_ch_1":3884.08375,"fiber_align_2_ch_3":1.49583,"fiber_align_2_ch_4":1.11741,"fiber_length_ch_1":30.88135,"fiber_width_ch_1":10.00451,"inten_cooc_asm_ch_3":0.06274,"inten_cooc_asm_ch_4":0.00796,"inten_cooc_contrast_ch_3":5.44207,"inten_cooc_contrast_ch_4":10.04766,"inten_cooc_entropy_ch_3":5.896,"inten_cooc_entropy_ch_4":7.26354,"inten_cooc_max_ch_3":0.23922,"inten_cooc_max_ch_4":0.02974,"kurt_inten_ch_1":3.10618,"kurt_inten_ch_3":3.39093,"kurt_inten_ch_4":-1.1055,"length_ch_1":32.93108,"neighbor_avg_dist_ch_1":219.39022,"neighbor_min_dist_ch_1":25.83978,"neighbor_var_dist_ch_1":108.12651,"perim_ch_1":81.77173,"shape_bfr_ch_1":0.63827,"shape_lwr_ch_1":2.31706,"shape_p_2_a_ch_1":1.72227,"skew_inten_ch_1":1.51308,"skew_inten_ch_3":1.89239,"skew_inten_ch_4":0.10075,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17197,"total_inten_ch_2":35709,"total_inten_ch_3":15368,"total_inten_ch_4":45191,"var_inten_ch_1":42.60063,"var_inten_ch_3":74.37412,"var_inten_ch_4":109.02094,"width_ch_1":14.21247}
{"case":"Train","class":"PS","angle_ch_1":172.28648,"area_ch_1":192,"avg_inten_ch_1":16.59783,"avg_inten_ch_2":5.16304,"avg_inten_ch_3":11.48913,"avg_inten_ch_4":2.66304,"convex_hull_area_ratio_ch_1":1.17136,"convex_hull_perim_ratio_ch_1":0.87557,"diff_inten_density_ch_1":35.0679,"diff_inten_density_ch_3":16,"diff_inten_density_ch_4":7.7037,"entropy_inten_ch_1":5.00294,"entropy_inten_ch_3":4.72065,"entropy_inten_ch_4":2.9954,"eq_circ_diam_ch_1":15.67051,"eq_ellipse_lwr_ch_1":2.61394,"eq_ellipse_oblate_vol_ch_1":330.06261,"eq_ellipse_prolate_vol_ch_1":126.27002,"eq_sphere_area_ch_1":771.46485,"eq_sphere_vol_ch_1":2014.87464,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":29.83414,"fiber_width_ch_1":6.86865,"inten_cooc_asm_ch_3":0.00662,"inten_cooc_asm_ch_4":0.03131,"inten_cooc_contrast_ch_3":39.89183,"inten_cooc_contrast_ch_4":17.89515,"inten_cooc_entropy_ch_3":7.45905,"inten_cooc_entropy_ch_4":5.60373,"inten_cooc_max_ch_3":0.01899,"inten_cooc_max_ch_4":0.11392,"kurt_inten_ch_1":0.06587,"kurt_inten_ch_3":-0.58486,"kurt_inten_ch_4":0.23834,"length_ch_1":26.92785,"neighbor_avg_dist_ch_1":299.40376,"neighbor_min_dist_ch_1":37.93625,"neighbor_var_dist_ch_1":124.4761,"perim_ch_1":73.40559,"shape_bfr_ch_1":0.59763,"shape_lwr_ch_1":2.24689,"shape_p_2_a_ch_1":2.09248,"skew_inten_ch_1":0.84634,"skew_inten_ch_3":0.44965,"skew_inten_ch_4":1.07577,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":3054,"total_inten_ch_2":767,"total_inten_ch_3":2114,"total_inten_ch_4":490,"var_inten_ch_1":15.03442,"var_inten_ch_3":8.0217,"var_inten_ch_4":3.01005,"width_ch_1":11.9845}
{"case":"Test","class":"PS","angle_ch_1":89.87344,"area_ch_1":163,"avg_inten_ch_1":35.92308,"avg_inten_ch_2":163.97436,"avg_inten_ch_3":25.79487,"avg_inten_ch_4":34.87179,"convex_hull_area_ratio_ch_1":1.06028,"convex_hull_perim_ratio_ch_1":0.94601,"diff_inten_density_ch_1":43.73188,"diff_inten_density_ch_3":20.65942,"diff_inten_density_ch_4":26.05072,"entropy_inten_ch_1":5.80587,"entropy_inten_ch_3":3.69699,"entropy_inten_ch_4":4.05033,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":3.80221,"eq_ellipse_oblate_vol_ch_1":310.76107,"eq_ellipse_prolate_vol_ch_1":81.73165,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.13949,"fiber_align_2_ch_4":1.36118,"fiber_length_ch_1":26.69572,"fiber_width_ch_1":6.35098,"inten_cooc_asm_ch_3":0.22159,"inten_cooc_asm_ch_4":0.19348,"inten_cooc_contrast_ch_3":2.21737,"inten_cooc_contrast_ch_4":2.33872,"inten_cooc_entropy_ch_3":4.02305,"inten_cooc_entropy_ch_4":4.2805,"inten_cooc_max_ch_3":0.46897,"inten_cooc_max_ch_4":0.44275,"kurt_inten_ch_1":0.10308,"kurt_inten_ch_3":2.57012,"kurt_inten_ch_4":0.18405,"length_ch_1":25.60422,"neighbor_avg_dist_ch_1":238.7346,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":114.3252,"perim_ch_1":66.09341,"shape_bfr_ch_1":0.8847,"shape_lwr_ch_1":3.54695,"shape_p_2_a_ch_1":2.05032,"skew_inten_ch_1":0.59686,"skew_inten_ch_3":1.76428,"skew_inten_ch_4":1.19067,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5604,"total_inten_ch_2":25425,"total_inten_ch_3":4024,"total_inten_ch_4":5440,"var_inten_ch_1":23.37776,"var_inten_ch_3":40.14009,"var_inten_ch_4":46.91423,"width_ch_1":7.21866}
{"case":"Train","class":"WS","angle_ch_1":150.8066,"area_ch_1":248,"avg_inten_ch_1":742.64135,"avg_inten_ch_2":242.55696,"avg_inten_ch_3":41.53586,"avg_inten_ch_4":130.10549,"convex_hull_area_ratio_ch_1":1.02012,"convex_hull_perim_ratio_ch_1":0.98265,"diff_inten_density_ch_1":229.33028,"diff_inten_density_ch_3":48.20183,"diff_inten_density_ch_4":71.93119,"entropy_inten_ch_1":7.72522,"entropy_inten_ch_3":4.99928,"entropy_inten_ch_4":6.30442,"eq_circ_diam_ch_1":17.78478,"eq_ellipse_lwr_ch_1":1.76933,"eq_ellipse_oblate_vol_ch_1":396.96185,"eq_ellipse_prolate_vol_ch_1":224.35686,"eq_sphere_area_ch_1":993.68027,"eq_sphere_vol_ch_1":2945.39683,"fiber_align_2_ch_3":1.83721,"fiber_align_2_ch_4":1.09285,"fiber_length_ch_1":16.00391,"fiber_width_ch_1":16.00391,"inten_cooc_asm_ch_3":0.08274,"inten_cooc_asm_ch_4":0.04617,"inten_cooc_contrast_ch_3":10.65057,"inten_cooc_contrast_ch_4":4.52161,"inten_cooc_entropy_ch_3":5.63026,"inten_cooc_entropy_ch_4":6.00747,"inten_cooc_max_ch_3":0.27602,"inten_cooc_max_ch_4":0.19535,"kurt_inten_ch_1":-0.9144,"kurt_inten_ch_3":6.93539,"kurt_inten_ch_4":-0.92054,"length_ch_1":24.7615,"neighbor_avg_dist_ch_1":252.59437,"neighbor_min_dist_ch_1":13.11116,"neighbor_var_dist_ch_1":121.71141,"perim_ch_1":64.01565,"shape_bfr_ch_1":0.6513,"shape_lwr_ch_1":1.60748,"shape_p_2_a_ch_1":1.25197,"skew_inten_ch_1":-0.06001,"skew_inten_ch_3":2.32003,"skew_inten_ch_4":0.50666,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":176006,"total_inten_ch_2":57250,"total_inten_ch_3":9844,"total_inten_ch_4":30835,"var_inten_ch_1":344.87676,"var_inten_ch_3":57.54884,"var_inten_ch_4":116.45938,"width_ch_1":15.40394}
{"case":"Train","class":"WS","angle_ch_1":73.93029,"area_ch_1":205,"avg_inten_ch_1":223.82653,"avg_inten_ch_2":321.59694,"avg_inten_ch_3":212.15306,"avg_inten_ch_4":292.28571,"convex_hull_area_ratio_ch_1":1.06173,"convex_hull_perim_ratio_ch_1":0.95473,"diff_inten_density_ch_1":101.27855,"diff_inten_density_ch_3":184.11421,"diff_inten_density_ch_4":192.83287,"entropy_inten_ch_1":7.13877,"entropy_inten_ch_3":3.49311,"entropy_inten_ch_4":6.53558,"eq_circ_diam_ch_1":16.17343,"eq_ellipse_lwr_ch_1":1.54901,"eq_ellipse_oblate_vol_ch_1":279.33984,"eq_ellipse_prolate_vol_ch_1":180.33434,"eq_sphere_area_ch_1":821.77778,"eq_sphere_vol_ch_1":2215.16154,"fiber_align_2_ch_3":1.55043,"fiber_align_2_ch_4":1.69407,"fiber_length_ch_1":18.26896,"fiber_width_ch_1":11.61849,"inten_cooc_asm_ch_3":0.3353,"inten_cooc_asm_ch_4":0.0201,"inten_cooc_contrast_ch_3":1.30558,"inten_cooc_contrast_ch_4":15.86561,"inten_cooc_entropy_ch_3":3.17895,"inten_cooc_entropy_ch_4":6.78135,"inten_cooc_max_ch_3":0.57923,"inten_cooc_max_ch_4":0.12022,"kurt_inten_ch_1":1.09923,"kurt_inten_ch_3":2.53991,"kurt_inten_ch_4":2.96899,"length_ch_1":21.24287,"neighbor_avg_dist_ch_1":201.53965,"neighbor_min_dist_ch_1":19.66674,"neighbor_var_dist_ch_1":102.2589,"perim_ch_1":59.77489,"shape_bfr_ch_1":0.66062,"shape_lwr_ch_1":1.45105,"shape_p_2_a_ch_1":1.33956,"skew_inten_ch_1":1.02337,"skew_inten_ch_3":1.89495,"skew_inten_ch_4":0.93886,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":43870,"total_inten_ch_2":62838,"total_inten_ch_3":41582,"total_inten_ch_4":57288,"var_inten_ch_1":117.17008,"var_inten_ch_3":382.83816,"var_inten_ch_4":216.42954,"width_ch_1":14.63963}
{"case":"Train","class":"PS","angle_ch_1":75.43278,"area_ch_1":170,"avg_inten_ch_1":73.04908,"avg_inten_ch_2":258.25767,"avg_inten_ch_3":137.39264,"avg_inten_ch_4":111.52761,"convex_hull_area_ratio_ch_1":1.12993,"convex_hull_perim_ratio_ch_1":0.9509,"diff_inten_density_ch_1":58.14384,"diff_inten_density_ch_3":74.60959,"diff_inten_density_ch_4":70.96575,"entropy_inten_ch_1":6.39658,"entropy_inten_ch_3":6.56622,"entropy_inten_ch_4":6.35298,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":2.18875,"eq_ellipse_oblate_vol_ch_1":251.8261,"eq_ellipse_prolate_vol_ch_1":115.05491,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.69874,"fiber_align_2_ch_4":1.4488,"fiber_length_ch_1":20.91891,"fiber_width_ch_1":8.58084,"inten_cooc_asm_ch_3":0.01021,"inten_cooc_asm_ch_4":0.01254,"inten_cooc_contrast_ch_3":8.96746,"inten_cooc_contrast_ch_4":7.89028,"inten_cooc_entropy_ch_3":6.88785,"inten_cooc_entropy_ch_4":6.75401,"inten_cooc_max_ch_3":0.04,"inten_cooc_max_ch_4":0.06,"kurt_inten_ch_1":-0.76192,"kurt_inten_ch_3":-1.16916,"kurt_inten_ch_4":-1.24289,"length_ch_1":22.35387,"neighbor_avg_dist_ch_1":206.00523,"neighbor_min_dist_ch_1":35.84796,"neighbor_var_dist_ch_1":80.00468,"perim_ch_1":58.9995,"shape_bfr_ch_1":0.62916,"shape_lwr_ch_1":1.84009,"shape_p_2_a_ch_1":1.54318,"skew_inten_ch_1":0.13586,"skew_inten_ch_3":-0.01328,"skew_inten_ch_4":0.16279,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11907,"total_inten_ch_2":41934,"total_inten_ch_3":22395,"total_inten_ch_4":18179,"var_inten_ch_1":38.59874,"var_inten_ch_3":87.67882,"var_inten_ch_4":84.06923,"width_ch_1":12.14827}
{"case":"Test","class":"PS","angle_ch_1":91.11233,"area_ch_1":197,"avg_inten_ch_1":54.04787,"avg_inten_ch_2":60.25532,"avg_inten_ch_3":72.05319,"avg_inten_ch_4":175.23936,"convex_hull_area_ratio_ch_1":1.06394,"convex_hull_perim_ratio_ch_1":0.94535,"diff_inten_density_ch_1":50.32132,"diff_inten_density_ch_3":66.16517,"diff_inten_density_ch_4":96.21922,"entropy_inten_ch_1":6.39474,"entropy_inten_ch_3":5.65388,"entropy_inten_ch_4":6.78822,"eq_circ_diam_ch_1":15.83993,"eq_ellipse_lwr_ch_1":4.42671,"eq_ellipse_oblate_vol_ch_1":443.60745,"eq_ellipse_prolate_vol_ch_1":100.21156,"eq_sphere_area_ch_1":788.23583,"eq_sphere_vol_ch_1":2080.93287,"fiber_align_2_ch_3":1.01416,"fiber_align_2_ch_4":1.17603,"fiber_length_ch_1":32.49581,"fiber_width_ch_1":6.30605,"inten_cooc_asm_ch_3":0.05449,"inten_cooc_asm_ch_4":0.01145,"inten_cooc_contrast_ch_3":6.75599,"inten_cooc_contrast_ch_4":12.50042,"inten_cooc_entropy_ch_3":5.92058,"inten_cooc_entropy_ch_4":6.97889,"inten_cooc_max_ch_3":0.22152,"inten_cooc_max_ch_4":0.06962,"kurt_inten_ch_1":-0.10838,"kurt_inten_ch_3":1.37833,"kurt_inten_ch_4":0.03119,"length_ch_1":30.80787,"neighbor_avg_dist_ch_1":253.43258,"neighbor_min_dist_ch_1":34.2173,"neighbor_var_dist_ch_1":118.9444,"perim_ch_1":77.60373,"shape_bfr_ch_1":0.82835,"shape_lwr_ch_1":3.98972,"shape_p_2_a_ch_1":2.33866,"skew_inten_ch_1":0.66066,"skew_inten_ch_3":1.38716,"skew_inten_ch_4":0.39329,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10161,"total_inten_ch_2":11141,"total_inten_ch_3":13546,"total_inten_ch_4":32945,"var_inten_ch_1":35.37103,"var_inten_ch_3":85.0666,"var_inten_ch_4":107.459,"width_ch_1":7.72181}
{"case":"Train","class":"PS","angle_ch_1":80.10873,"area_ch_1":1975,"avg_inten_ch_1":68.88541,"avg_inten_ch_2":11.07374,"avg_inten_ch_3":7.80424,"avg_inten_ch_4":2.0122,"convex_hull_area_ratio_ch_1":1.64314,"convex_hull_perim_ratio_ch_1":0.7696,"diff_inten_density_ch_1":57.54596,"diff_inten_density_ch_3":14.31476,"diff_inten_density_ch_4":6.20557,"entropy_inten_ch_1":7.13346,"entropy_inten_ch_3":4.29687,"entropy_inten_ch_4":2.64001,"eq_circ_diam_ch_1":50.15681,"eq_ellipse_lwr_ch_1":2.64227,"eq_ellipse_oblate_vol_ch_1":10881.20365,"eq_ellipse_prolate_vol_ch_1":4118.13165,"eq_sphere_area_ch_1":7903.322,"eq_sphere_vol_ch_1":66067.5691,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":135.89347,"fiber_width_ch_1":14.94643,"inten_cooc_asm_ch_3":0.00686,"inten_cooc_asm_ch_4":0.06337,"inten_cooc_contrast_ch_3":52.02015,"inten_cooc_contrast_ch_4":11.24531,"inten_cooc_entropy_ch_3":7.90757,"inten_cooc_entropy_ch_4":5.10266,"inten_cooc_max_ch_3":0.05006,"inten_cooc_max_ch_4":0.2115,"kurt_inten_ch_1":-0.38891,"kurt_inten_ch_3":-0.01724,"kurt_inten_ch_4":0.95771,"length_ch_1":91.26481,"neighbor_avg_dist_ch_1":266.9319,"neighbor_min_dist_ch_1":48.84333,"neighbor_var_dist_ch_1":120.79054,"perim_ch_1":301.67981,"shape_bfr_ch_1":0.48619,"shape_lwr_ch_1":2.04958,"shape_p_2_a_ch_1":3.56569,"skew_inten_ch_1":0.28104,"skew_inten_ch_3":0.70473,"skew_inten_ch_4":1.26797,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":30,"total_inten_ch_1":129849,"total_inten_ch_2":18990,"total_inten_ch_3":14711,"total_inten_ch_4":3793,"var_inten_ch_1":39.16628,"var_inten_ch_3":6.64439,"var_inten_ch_4":2.54703,"width_ch_1":44.5285}
{"case":"Test","class":"PS","angle_ch_1":174.2862,"area_ch_1":205,"avg_inten_ch_1":45.91837,"avg_inten_ch_2":5.88776,"avg_inten_ch_3":100.38265,"avg_inten_ch_4":3.39286,"convex_hull_area_ratio_ch_1":1.16646,"convex_hull_perim_ratio_ch_1":0.92928,"diff_inten_density_ch_1":48.62921,"diff_inten_density_ch_3":44.67416,"diff_inten_density_ch_4":7.79775,"entropy_inten_ch_1":6.10062,"entropy_inten_ch_3":6.39828,"entropy_inten_ch_4":3.19782,"eq_circ_diam_ch_1":16.17343,"eq_ellipse_lwr_ch_1":1.51866,"eq_ellipse_oblate_vol_ch_1":276.58957,"eq_ellipse_prolate_vol_ch_1":182.1275,"eq_sphere_area_ch_1":821.77778,"eq_sphere_vol_ch_1":2215.16154,"fiber_align_2_ch_3":1.44476,"fiber_align_2_ch_4":1,"fiber_length_ch_1":23.3426,"fiber_width_ch_1":9.10437,"inten_cooc_asm_ch_3":0.01356,"inten_cooc_asm_ch_4":0.03395,"inten_cooc_contrast_ch_3":8.68539,"inten_cooc_contrast_ch_4":14.36517,"inten_cooc_entropy_ch_3":6.88826,"inten_cooc_entropy_ch_4":5.84042,"inten_cooc_max_ch_3":0.08989,"inten_cooc_max_ch_4":0.16292,"kurt_inten_ch_1":0.13927,"kurt_inten_ch_3":-1.11028,"kurt_inten_ch_4":6.16553,"length_ch_1":18.94859,"neighbor_avg_dist_ch_1":259.80441,"neighbor_min_dist_ch_1":40.04653,"neighbor_var_dist_ch_1":90.35225,"perim_ch_1":64.89394,"shape_bfr_ch_1":0.70019,"shape_lwr_ch_1":1.2237,"shape_p_2_a_ch_1":1.57687,"skew_inten_ch_1":0.401,"skew_inten_ch_3":-0.24759,"skew_inten_ch_4":1.94725,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":9000,"total_inten_ch_2":959,"total_inten_ch_3":19675,"total_inten_ch_4":665,"var_inten_ch_1":24.96821,"var_inten_ch_3":63.57401,"var_inten_ch_4":3.9877,"width_ch_1":15.4847}
{"case":"Train","class":"WS","angle_ch_1":8.02185,"area_ch_1":168,"avg_inten_ch_1":502.6646,"avg_inten_ch_2":709.48447,"avg_inten_ch_3":337.26708,"avg_inten_ch_4":16.16149,"convex_hull_area_ratio_ch_1":1.08358,"convex_hull_perim_ratio_ch_1":0.95669,"diff_inten_density_ch_1":225.20548,"diff_inten_density_ch_3":326.43836,"diff_inten_density_ch_4":18.88356,"entropy_inten_ch_1":7.24396,"entropy_inten_ch_3":6.92847,"entropy_inten_ch_4":3.90784,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.31179,"eq_ellipse_oblate_vol_ch_1":191.37854,"eq_ellipse_prolate_vol_ch_1":145.89066,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.64299,"fiber_align_2_ch_4":1.49331,"fiber_length_ch_1":15.45826,"fiber_width_ch_1":11.35775,"inten_cooc_asm_ch_3":0.01028,"inten_cooc_asm_ch_4":0.15962,"inten_cooc_contrast_ch_3":8.70849,"inten_cooc_contrast_ch_4":5.70293,"inten_cooc_entropy_ch_3":6.85396,"inten_cooc_entropy_ch_4":4.65199,"inten_cooc_max_ch_3":0.02721,"inten_cooc_max_ch_4":0.40136,"kurt_inten_ch_1":0.355,"kurt_inten_ch_3":4.86575,"kurt_inten_ch_4":2.50075,"length_ch_1":17.50652,"neighbor_avg_dist_ch_1":218.3898,"neighbor_min_dist_ch_1":47.09524,"neighbor_var_dist_ch_1":73.20184,"perim_ch_1":53.63203,"shape_bfr_ch_1":0.69382,"shape_lwr_ch_1":1.26004,"shape_p_2_a_ch_1":1.30372,"skew_inten_ch_1":0.76959,"skew_inten_ch_3":2.27385,"skew_inten_ch_4":1.561,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":80929,"total_inten_ch_2":114067,"total_inten_ch_3":54300,"total_inten_ch_4":2602,"var_inten_ch_1":274.20124,"var_inten_ch_3":435.32563,"var_inten_ch_4":21.35733,"width_ch_1":13.89366}
{"case":"Train","class":"PS","angle_ch_1":102.30548,"area_ch_1":257,"avg_inten_ch_1":34.17073,"avg_inten_ch_2":1.18293,"avg_inten_ch_3":80.08537,"avg_inten_ch_4":28.08943,"convex_hull_area_ratio_ch_1":1.39388,"convex_hull_perim_ratio_ch_1":0.87379,"diff_inten_density_ch_1":43.05505,"diff_inten_density_ch_3":59.20642,"diff_inten_density_ch_4":26.36697,"entropy_inten_ch_1":5.9572,"entropy_inten_ch_3":6.62197,"entropy_inten_ch_4":4.21092,"eq_circ_diam_ch_1":18.11932,"eq_ellipse_lwr_ch_1":3.05123,"eq_ellipse_oblate_vol_ch_1":551.26682,"eq_ellipse_prolate_vol_ch_1":180.67022,"eq_sphere_area_ch_1":1031.41497,"eq_sphere_vol_ch_1":3114.75546,"fiber_align_2_ch_3":1.38251,"fiber_align_2_ch_4":1.33962,"fiber_length_ch_1":40.55474,"fiber_width_ch_1":6.75878,"inten_cooc_asm_ch_3":0.00736,"inten_cooc_asm_ch_4":0.18906,"inten_cooc_contrast_ch_3":16.65461,"inten_cooc_contrast_ch_4":3.79246,"inten_cooc_entropy_ch_3":7.41874,"inten_cooc_entropy_ch_4":4.5407,"inten_cooc_max_ch_3":0.03286,"inten_cooc_max_ch_4":0.43498,"kurt_inten_ch_1":0.03075,"kurt_inten_ch_3":-0.84494,"kurt_inten_ch_4":2.9081,"length_ch_1":34.97328,"neighbor_avg_dist_ch_1":292.932,"neighbor_min_dist_ch_1":32.96921,"neighbor_var_dist_ch_1":127.13835,"perim_ch_1":94.62704,"shape_bfr_ch_1":0.48669,"shape_lwr_ch_1":2.30863,"shape_p_2_a_ch_1":2.59961,"skew_inten_ch_1":0.44212,"skew_inten_ch_3":0.16815,"skew_inten_ch_4":1.61016,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":8406,"total_inten_ch_2":46,"total_inten_ch_3":19701,"total_inten_ch_4":6910,"var_inten_ch_1":20.73417,"var_inten_ch_3":50.10311,"var_inten_ch_4":38.56101,"width_ch_1":15.14893}
{"case":"Train","class":"PS","angle_ch_1":87.62007,"area_ch_1":247,"avg_inten_ch_1":38.97458,"avg_inten_ch_2":4.85593,"avg_inten_ch_3":63.02542,"avg_inten_ch_4":23.10593,"convex_hull_area_ratio_ch_1":1.27706,"convex_hull_perim_ratio_ch_1":0.9025,"diff_inten_density_ch_1":45.43602,"diff_inten_density_ch_3":55.18957,"diff_inten_density_ch_4":21.61611,"entropy_inten_ch_1":6.24278,"entropy_inten_ch_3":6.25645,"entropy_inten_ch_4":5.02789,"eq_circ_diam_ch_1":17.74722,"eq_ellipse_lwr_ch_1":2.11032,"eq_ellipse_oblate_vol_ch_1":430.78862,"eq_ellipse_prolate_vol_ch_1":204.13379,"eq_sphere_area_ch_1":989.48753,"eq_sphere_vol_ch_1":2926.77475,"fiber_align_2_ch_3":1.40547,"fiber_align_2_ch_4":1.20329,"fiber_length_ch_1":33.5074,"fiber_width_ch_1":7.8753,"inten_cooc_asm_ch_3":0.01824,"inten_cooc_asm_ch_4":0.04568,"inten_cooc_contrast_ch_3":14.49609,"inten_cooc_contrast_ch_4":10.1316,"inten_cooc_entropy_ch_3":6.95165,"inten_cooc_entropy_ch_4":6.21203,"inten_cooc_max_ch_3":0.11163,"inten_cooc_max_ch_4":0.2,"kurt_inten_ch_1":-0.40639,"kurt_inten_ch_3":1.01709,"kurt_inten_ch_4":-0.7332,"length_ch_1":29.79241,"neighbor_avg_dist_ch_1":272.77968,"neighbor_min_dist_ch_1":36.58597,"neighbor_var_dist_ch_1":121.60895,"perim_ch_1":82.7654,"shape_bfr_ch_1":0.52797,"shape_lwr_ch_1":1.89441,"shape_p_2_a_ch_1":2.06575,"skew_inten_ch_1":0.542,"skew_inten_ch_3":1.03703,"skew_inten_ch_4":0.63985,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":9198,"total_inten_ch_2":911,"total_inten_ch_3":14874,"total_inten_ch_4":5453,"var_inten_ch_1":26.1678,"var_inten_ch_3":54.70126,"var_inten_ch_4":22.52911,"width_ch_1":15.72653}
{"case":"Train","class":"PS","angle_ch_1":35.94619,"area_ch_1":293,"avg_inten_ch_1":49.73214,"avg_inten_ch_2":326.48929,"avg_inten_ch_3":21.15714,"avg_inten_ch_4":150.05714,"convex_hull_area_ratio_ch_1":1.05026,"convex_hull_perim_ratio_ch_1":0.96625,"diff_inten_density_ch_1":44.68462,"diff_inten_density_ch_3":21.41538,"diff_inten_density_ch_4":93.14231,"entropy_inten_ch_1":6.21638,"entropy_inten_ch_3":3.98988,"entropy_inten_ch_4":6.09532,"eq_circ_diam_ch_1":19.33095,"eq_ellipse_lwr_ch_1":1.27876,"eq_ellipse_oblate_vol_ch_1":433.36431,"eq_ellipse_prolate_vol_ch_1":338.89413,"eq_sphere_area_ch_1":1173.96825,"eq_sphere_vol_ch_1":3782.32064,"fiber_align_2_ch_3":1.5713,"fiber_align_2_ch_4":1.62583,"fiber_length_ch_1":22.28476,"fiber_width_ch_1":13.56989,"inten_cooc_asm_ch_3":0.20445,"inten_cooc_asm_ch_4":0.07479,"inten_cooc_contrast_ch_3":3.41538,"inten_cooc_contrast_ch_4":3.99423,"inten_cooc_entropy_ch_3":4.38193,"inten_cooc_entropy_ch_4":5.63993,"inten_cooc_max_ch_3":0.45,"inten_cooc_max_ch_4":0.26154,"kurt_inten_ch_1":0.7777,"kurt_inten_ch_3":1.06425,"kurt_inten_ch_4":0.35466,"length_ch_1":24.53523,"neighbor_avg_dist_ch_1":270.81789,"neighbor_min_dist_ch_1":19.55985,"neighbor_var_dist_ch_1":118.26739,"perim_ch_1":71.70929,"shape_bfr_ch_1":0.61149,"shape_lwr_ch_1":1.25422,"shape_p_2_a_ch_1":1.35318,"skew_inten_ch_1":0.45309,"skew_inten_ch_3":1.38027,"skew_inten_ch_4":0.85835,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":11,"total_inten_ch_1":13925,"total_inten_ch_2":91138,"total_inten_ch_3":5924,"total_inten_ch_4":42016,"var_inten_ch_1":23.95583,"var_inten_ch_3":29.97875,"var_inten_ch_4":149.03572,"width_ch_1":19.56216}
{"case":"Train","class":"PS","angle_ch_1":111.54476,"area_ch_1":220,"avg_inten_ch_1":57.4619,"avg_inten_ch_2":31.13333,"avg_inten_ch_3":94.5381,"avg_inten_ch_4":104.95238,"convex_hull_area_ratio_ch_1":1.41863,"convex_hull_perim_ratio_ch_1":0.84324,"diff_inten_density_ch_1":51.92722,"diff_inten_density_ch_3":78.53639,"diff_inten_density_ch_4":60.90836,"entropy_inten_ch_1":6.52538,"entropy_inten_ch_3":5.74552,"entropy_inten_ch_4":6.33353,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":1.94175,"eq_ellipse_oblate_vol_ch_1":346.85405,"eq_ellipse_prolate_vol_ch_1":178.62992,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.2989,"fiber_align_2_ch_4":1.23766,"fiber_length_ch_1":35.59947,"fiber_width_ch_1":6.55862,"inten_cooc_asm_ch_3":0.0466,"inten_cooc_asm_ch_4":0.01805,"inten_cooc_contrast_ch_3":6.69705,"inten_cooc_contrast_ch_4":6.34975,"inten_cooc_entropy_ch_3":5.98204,"inten_cooc_entropy_ch_4":6.66304,"inten_cooc_max_ch_3":0.21622,"inten_cooc_max_ch_4":0.10215,"kurt_inten_ch_1":-0.20604,"kurt_inten_ch_3":1.74497,"kurt_inten_ch_4":-1.08243,"length_ch_1":25.06108,"neighbor_avg_dist_ch_1":173.41824,"neighbor_min_dist_ch_1":23.87914,"neighbor_var_dist_ch_1":89.19905,"perim_ch_1":84.31618,"shape_bfr_ch_1":0.51539,"shape_lwr_ch_1":1.47053,"shape_p_2_a_ch_1":2.423,"skew_inten_ch_1":0.65913,"skew_inten_ch_3":1.44397,"skew_inten_ch_4":0.28814,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":12067,"total_inten_ch_2":6329,"total_inten_ch_3":19853,"total_inten_ch_4":22040,"var_inten_ch_1":38.16956,"var_inten_ch_3":108.82157,"var_inten_ch_4":82.94885,"width_ch_1":17.0422}
{"case":"Train","class":"WS","angle_ch_1":163.72742,"area_ch_1":200,"avg_inten_ch_1":182.08901,"avg_inten_ch_2":207.06283,"avg_inten_ch_3":162.45026,"avg_inten_ch_4":4.58639,"convex_hull_area_ratio_ch_1":1.06452,"convex_hull_perim_ratio_ch_1":0.94764,"diff_inten_density_ch_1":118.38551,"diff_inten_density_ch_3":148.67536,"diff_inten_density_ch_4":9.94493,"entropy_inten_ch_1":7.07204,"entropy_inten_ch_3":5.0232,"entropy_inten_ch_4":2.91962,"eq_circ_diam_ch_1":15.96581,"eq_ellipse_lwr_ch_1":1.83765,"eq_ellipse_oblate_vol_ch_1":292.68655,"eq_ellipse_prolate_vol_ch_1":159.27237,"eq_sphere_area_ch_1":800.81406,"eq_sphere_vol_ch_1":2130.94061,"fiber_align_2_ch_3":1.26212,"fiber_align_2_ch_4":1,"fiber_length_ch_1":20.61377,"fiber_width_ch_1":10.24604,"inten_cooc_asm_ch_3":0.12746,"inten_cooc_asm_ch_4":0.17782,"inten_cooc_contrast_ch_3":4.87952,"inten_cooc_contrast_ch_4":7.31072,"inten_cooc_entropy_ch_3":5.05073,"inten_cooc_entropy_ch_4":4.16634,"inten_cooc_max_ch_3":0.35503,"inten_cooc_max_ch_4":0.42012,"kurt_inten_ch_1":1.75026,"kurt_inten_ch_3":4.56195,"kurt_inten_ch_4":2.37316,"length_ch_1":23.62965,"neighbor_avg_dist_ch_1":262.99377,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":126.30499,"perim_ch_1":61.71961,"shape_bfr_ch_1":0.61388,"shape_lwr_ch_1":1.71208,"shape_p_2_a_ch_1":1.43523,"skew_inten_ch_1":1.4058,"skew_inten_ch_3":2.11758,"skew_inten_ch_4":1.76635,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":34779,"total_inten_ch_2":39359,"total_inten_ch_3":31028,"total_inten_ch_4":876,"var_inten_ch_1":139.85178,"var_inten_ch_3":232.92334,"var_inten_ch_4":7.41314,"width_ch_1":13.8017}
{"case":"Train","class":"WS","angle_ch_1":2.44539,"area_ch_1":208,"avg_inten_ch_1":52.85427,"avg_inten_ch_2":188.23116,"avg_inten_ch_3":41.25126,"avg_inten_ch_4":159.20603,"convex_hull_area_ratio_ch_1":1.05925,"convex_hull_perim_ratio_ch_1":0.96433,"diff_inten_density_ch_1":46.69748,"diff_inten_density_ch_3":24.23249,"diff_inten_density_ch_4":71.52101,"entropy_inten_ch_1":6.37016,"entropy_inten_ch_3":5.85291,"entropy_inten_ch_4":6.97128,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":3.68293,"eq_ellipse_oblate_vol_ch_1":440.65399,"eq_ellipse_prolate_vol_ch_1":119.64777,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.74774,"fiber_align_2_ch_4":1.75385,"fiber_length_ch_1":28.68831,"fiber_width_ch_1":7.55403,"inten_cooc_asm_ch_3":0.00839,"inten_cooc_asm_ch_4":0.01131,"inten_cooc_contrast_ch_3":18.74037,"inten_cooc_contrast_ch_4":15.32326,"inten_cooc_entropy_ch_3":7.23435,"inten_cooc_entropy_ch_4":6.94178,"inten_cooc_max_ch_3":0.04813,"inten_cooc_max_ch_4":0.06952,"kurt_inten_ch_1":-0.68046,"kurt_inten_ch_3":-0.59299,"kurt_inten_ch_4":-0.569,"length_ch_1":29.83817,"neighbor_avg_dist_ch_1":293.18354,"neighbor_min_dist_ch_1":28.66667,"neighbor_var_dist_ch_1":125.61095,"perim_ch_1":72.48468,"shape_bfr_ch_1":0.75223,"shape_lwr_ch_1":3.21073,"shape_p_2_a_ch_1":1.92928,"skew_inten_ch_1":0.38824,"skew_inten_ch_3":-0.24237,"skew_inten_ch_4":-0.08169,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":10518,"total_inten_ch_2":37260,"total_inten_ch_3":8209,"total_inten_ch_4":31682,"var_inten_ch_1":32.57591,"var_inten_ch_3":21.391,"var_inten_ch_4":74.29733,"width_ch_1":9.29326}
{"case":"Train","class":"PS","angle_ch_1":90.59702,"area_ch_1":157,"avg_inten_ch_1":45.06,"avg_inten_ch_2":146.32,"avg_inten_ch_3":26.74,"avg_inten_ch_4":21.10667,"convex_hull_area_ratio_ch_1":1.17908,"convex_hull_perim_ratio_ch_1":0.94591,"diff_inten_density_ch_1":47.11583,"diff_inten_density_ch_3":30.94595,"diff_inten_density_ch_4":21.53282,"entropy_inten_ch_1":6.10537,"entropy_inten_ch_3":3.67197,"entropy_inten_ch_4":3.3544,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":4.9914,"eq_ellipse_oblate_vol_ch_1":335.71412,"eq_ellipse_prolate_vol_ch_1":67.25851,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.72738,"fiber_align_2_ch_4":1.19859,"fiber_length_ch_1":31.76001,"fiber_width_ch_1":5.20627,"inten_cooc_asm_ch_3":0.2499,"inten_cooc_asm_ch_4":0.26997,"inten_cooc_contrast_ch_3":3.35315,"inten_cooc_contrast_ch_4":2.24424,"inten_cooc_entropy_ch_3":3.89679,"inten_cooc_entropy_ch_4":3.69412,"inten_cooc_max_ch_3":0.4964,"inten_cooc_max_ch_4":0.51667,"kurt_inten_ch_1":-0.54579,"kurt_inten_ch_3":1.13149,"kurt_inten_ch_4":2.27859,"length_ch_1":30.74462,"neighbor_avg_dist_ch_1":188.38213,"neighbor_min_dist_ch_1":17.49486,"neighbor_var_dist_ch_1":76.92292,"perim_ch_1":73.93257,"shape_bfr_ch_1":0.69905,"shape_lwr_ch_1":4.2026,"shape_p_2_a_ch_1":2.63058,"skew_inten_ch_1":0.53837,"skew_inten_ch_3":1.44486,"skew_inten_ch_4":1.79107,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6759,"total_inten_ch_2":21799,"total_inten_ch_3":4011,"total_inten_ch_4":3166,"var_inten_ch_1":29.32831,"var_inten_ch_3":39.7315,"var_inten_ch_4":35.40944,"width_ch_1":7.31563}
{"case":"Test","class":"PS","angle_ch_1":99.39816,"area_ch_1":185,"avg_inten_ch_1":32.73446,"avg_inten_ch_2":90.59887,"avg_inten_ch_3":53.05085,"avg_inten_ch_4":140.0678,"convex_hull_area_ratio_ch_1":1.10188,"convex_hull_perim_ratio_ch_1":0.90415,"diff_inten_density_ch_1":39.46688,"diff_inten_density_ch_3":41.74448,"diff_inten_density_ch_4":67.78864,"entropy_inten_ch_1":5.83252,"entropy_inten_ch_3":6.32906,"entropy_inten_ch_4":6.53058,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.41793,"eq_ellipse_oblate_vol_ch_1":229.35494,"eq_ellipse_prolate_vol_ch_1":161.75391,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.63395,"fiber_align_2_ch_4":1.59191,"fiber_length_ch_1":22.93664,"fiber_width_ch_1":8.5229,"inten_cooc_asm_ch_3":0.00974,"inten_cooc_asm_ch_4":0.00973,"inten_cooc_contrast_ch_3":16.9322,"inten_cooc_contrast_ch_4":9.76177,"inten_cooc_entropy_ch_3":7.11419,"inten_cooc_entropy_ch_4":7.04113,"inten_cooc_max_ch_3":0.04908,"inten_cooc_max_ch_4":0.05521,"kurt_inten_ch_1":-0.23566,"kurt_inten_ch_3":3.30885,"kurt_inten_ch_4":-1.15464,"length_ch_1":21.37162,"neighbor_avg_dist_ch_1":201.11662,"neighbor_min_dist_ch_1":12.3283,"neighbor_var_dist_ch_1":65.80561,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.5799,"shape_lwr_ch_1":1.42764,"shape_p_2_a_ch_1":1.61152,"skew_inten_ch_1":0.52239,"skew_inten_ch_3":1.64375,"skew_inten_ch_4":-0.34707,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5794,"total_inten_ch_2":15860,"total_inten_ch_3":9390,"total_inten_ch_4":24792,"var_inten_ch_1":20.68987,"var_inten_ch_3":47.04359,"var_inten_ch_4":83.19378,"width_ch_1":14.96988}
{"case":"Test","class":"WS","angle_ch_1":58.99502,"area_ch_1":218,"avg_inten_ch_1":561.96154,"avg_inten_ch_2":552.16346,"avg_inten_ch_3":29.4375,"avg_inten_ch_4":274.75,"convex_hull_area_ratio_ch_1":1.15551,"convex_hull_perim_ratio_ch_1":0.9223,"diff_inten_density_ch_1":232.82353,"diff_inten_density_ch_3":32.46524,"diff_inten_density_ch_4":185.70053,"entropy_inten_ch_1":7.53698,"entropy_inten_ch_3":3.94401,"entropy_inten_ch_4":5.72929,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":2.35048,"eq_ellipse_oblate_vol_ch_1":376.17893,"eq_ellipse_prolate_vol_ch_1":160.04372,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.88276,"fiber_align_2_ch_4":1.48501,"fiber_length_ch_1":26.61815,"fiber_width_ch_1":8.67314,"inten_cooc_asm_ch_3":0.21263,"inten_cooc_asm_ch_4":0.07815,"inten_cooc_contrast_ch_3":3.06906,"inten_cooc_contrast_ch_4":3.9813,"inten_cooc_entropy_ch_3":4.21822,"inten_cooc_entropy_ch_4":5.51626,"inten_cooc_max_ch_3":0.45745,"inten_cooc_max_ch_4":0.27128,"kurt_inten_ch_1":-1.07847,"kurt_inten_ch_3":7.8286,"kurt_inten_ch_4":-0.0799,"length_ch_1":26.16157,"neighbor_avg_dist_ch_1":243.15164,"neighbor_min_dist_ch_1":20.11467,"neighbor_var_dist_ch_1":114.33285,"perim_ch_1":70.58258,"shape_bfr_ch_1":0.60076,"shape_lwr_ch_1":1.88595,"shape_p_2_a_ch_1":1.71723,"skew_inten_ch_1":0.32373,"skew_inten_ch_3":2.43171,"skew_inten_ch_4":1.03836,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":116888,"total_inten_ch_2":114643,"total_inten_ch_3":6123,"total_inten_ch_4":57148,"var_inten_ch_1":336.38279,"var_inten_ch_3":49.7844,"var_inten_ch_4":318.70766,"width_ch_1":13.87185}
{"case":"Train","class":"PS","angle_ch_1":84.18312,"area_ch_1":225,"avg_inten_ch_1":15.25116,"avg_inten_ch_2":100.01395,"avg_inten_ch_3":13.4093,"avg_inten_ch_4":59.14884,"convex_hull_area_ratio_ch_1":1.06013,"convex_hull_perim_ratio_ch_1":0.93999,"diff_inten_density_ch_1":29.66158,"diff_inten_density_ch_3":17.07125,"diff_inten_density_ch_4":46.20102,"entropy_inten_ch_1":4.70783,"entropy_inten_ch_3":3.6457,"entropy_inten_ch_4":5.04105,"eq_circ_diam_ch_1":16.93922,"eq_ellipse_lwr_ch_1":1.42649,"eq_ellipse_oblate_vol_ch_1":307.97315,"eq_ellipse_prolate_vol_ch_1":215.89651,"eq_sphere_area_ch_1":901.43991,"eq_sphere_vol_ch_1":2544.94843,"fiber_align_2_ch_3":1.79792,"fiber_align_2_ch_4":1.56664,"fiber_length_ch_1":19.20941,"fiber_width_ch_1":12.25013,"inten_cooc_asm_ch_3":0.19751,"inten_cooc_asm_ch_4":0.09835,"inten_cooc_contrast_ch_3":5.85849,"inten_cooc_contrast_ch_4":7.09249,"inten_cooc_entropy_ch_3":4.36999,"inten_cooc_entropy_ch_4":5.45382,"inten_cooc_max_ch_3":0.44724,"inten_cooc_max_ch_4":0.32161,"kurt_inten_ch_1":1.19304,"kurt_inten_ch_3":1.27329,"kurt_inten_ch_4":-0.59135,"length_ch_1":20.78581,"neighbor_avg_dist_ch_1":204.17701,"neighbor_min_dist_ch_1":31.7546,"neighbor_var_dist_ch_1":65.76885,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.70876,"shape_lwr_ch_1":1.3588,"shape_p_2_a_ch_1":1.33874,"skew_inten_ch_1":1.19066,"skew_inten_ch_3":1.35203,"skew_inten_ch_4":0.6494,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3279,"total_inten_ch_2":21289,"total_inten_ch_3":2883,"total_inten_ch_4":12717,"var_inten_ch_1":15.78996,"var_inten_ch_3":18.38123,"var_inten_ch_4":59.59379,"width_ch_1":15.29715}
{"case":"Test","class":"PS","angle_ch_1":109.71515,"area_ch_1":266,"avg_inten_ch_1":69.34646,"avg_inten_ch_2":27.95276,"avg_inten_ch_3":134.41339,"avg_inten_ch_4":38.34252,"convex_hull_area_ratio_ch_1":1.3414,"convex_hull_perim_ratio_ch_1":0.90338,"diff_inten_density_ch_1":56.57456,"diff_inten_density_ch_3":81.64474,"diff_inten_density_ch_4":24.10088,"entropy_inten_ch_1":6.71227,"entropy_inten_ch_3":6.59585,"entropy_inten_ch_4":5.61293,"eq_circ_diam_ch_1":18.41158,"eq_ellipse_lwr_ch_1":2.55079,"eq_ellipse_oblate_vol_ch_1":528.82196,"eq_ellipse_prolate_vol_ch_1":207.31693,"eq_sphere_area_ch_1":1064.95692,"eq_sphere_vol_ch_1":3267.92342,"fiber_align_2_ch_3":1.2531,"fiber_align_2_ch_4":1.62161,"fiber_length_ch_1":36.26148,"fiber_width_ch_1":7.76857,"inten_cooc_asm_ch_3":0.01936,"inten_cooc_asm_ch_4":0.01814,"inten_cooc_contrast_ch_3":7.1108,"inten_cooc_contrast_ch_4":14.3138,"inten_cooc_entropy_ch_3":6.63968,"inten_cooc_entropy_ch_4":7.0589,"inten_cooc_max_ch_3":0.11159,"inten_cooc_max_ch_4":0.12108,"kurt_inten_ch_1":3.7374,"kurt_inten_ch_3":4.37145,"kurt_inten_ch_4":-0.71052,"length_ch_1":30.64074,"neighbor_avg_dist_ch_1":185.7311,"neighbor_min_dist_ch_1":11.2619,"neighbor_var_dist_ch_1":90.04386,"perim_ch_1":88.0601,"shape_bfr_ch_1":0.5709,"shape_lwr_ch_1":2.01319,"shape_p_2_a_ch_1":2.19058,"skew_inten_ch_1":1.97532,"skew_inten_ch_3":2.13762,"skew_inten_ch_4":0.02779,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":17614,"total_inten_ch_2":6847,"total_inten_ch_3":34141,"total_inten_ch_4":9739,"var_inten_ch_1":62.60001,"var_inten_ch_3":163.43644,"var_inten_ch_4":25.12827,"width_ch_1":15.22001}
{"case":"Train","class":"WS","angle_ch_1":39.40838,"area_ch_1":271,"avg_inten_ch_1":368.39382,"avg_inten_ch_2":185.03475,"avg_inten_ch_3":29.61004,"avg_inten_ch_4":95.20077,"convex_hull_area_ratio_ch_1":1.23967,"convex_hull_perim_ratio_ch_1":0.94001,"diff_inten_density_ch_1":141.88323,"diff_inten_density_ch_3":24.35881,"diff_inten_density_ch_4":54.431,"entropy_inten_ch_1":7.72424,"entropy_inten_ch_3":2.97114,"entropy_inten_ch_4":6.08354,"eq_circ_diam_ch_1":18.59191,"eq_ellipse_lwr_ch_1":1.4928,"eq_ellipse_oblate_vol_ch_1":416.55524,"eq_ellipse_prolate_vol_ch_1":279.04214,"eq_sphere_area_ch_1":1085.92063,"eq_sphere_vol_ch_1":3364.89055,"fiber_align_2_ch_3":1.30966,"fiber_align_2_ch_4":1.26384,"fiber_length_ch_1":30.43395,"fiber_width_ch_1":9.37665,"inten_cooc_asm_ch_3":0.41654,"inten_cooc_asm_ch_4":0.0423,"inten_cooc_contrast_ch_3":0.71387,"inten_cooc_contrast_ch_4":6.28398,"inten_cooc_entropy_ch_3":2.69351,"inten_cooc_entropy_ch_4":6.26289,"inten_cooc_max_ch_3":0.64681,"inten_cooc_max_ch_4":0.19068,"kurt_inten_ch_1":-0.66893,"kurt_inten_ch_3":12.57459,"kurt_inten_ch_4":-1.28868,"length_ch_1":26.64331,"neighbor_avg_dist_ch_1":198.9417,"neighbor_min_dist_ch_1":27.26103,"neighbor_var_dist_ch_1":99.62503,"perim_ch_1":79.62121,"shape_bfr_ch_1":0.50294,"shape_lwr_ch_1":1.3151,"shape_p_2_a_ch_1":1.76782,"skew_inten_ch_1":0.02342,"skew_inten_ch_3":3.28106,"skew_inten_ch_4":0.2752,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":95414,"total_inten_ch_2":47666,"total_inten_ch_3":7669,"total_inten_ch_4":24657,"var_inten_ch_1":190.27549,"var_inten_ch_3":67.4618,"var_inten_ch_4":82.79186,"width_ch_1":20.25959}
{"case":"Test","class":"WS","angle_ch_1":133.5017,"area_ch_1":295,"avg_inten_ch_1":184.56028,"avg_inten_ch_2":287.89007,"avg_inten_ch_3":225.5461,"avg_inten_ch_4":266.15603,"convex_hull_area_ratio_ch_1":1.05517,"convex_hull_perim_ratio_ch_1":0.96866,"diff_inten_density_ch_1":93.46388,"diff_inten_density_ch_3":167.27757,"diff_inten_density_ch_4":158.11407,"entropy_inten_ch_1":7.1464,"entropy_inten_ch_3":6.47625,"entropy_inten_ch_4":6.72897,"eq_circ_diam_ch_1":19.39987,"eq_ellipse_lwr_ch_1":1.19018,"eq_ellipse_oblate_vol_ch_1":422.57339,"eq_ellipse_prolate_vol_ch_1":355.04898,"eq_sphere_area_ch_1":1182.35374,"eq_sphere_vol_ch_1":3822.91779,"fiber_align_2_ch_3":1.4631,"fiber_align_2_ch_4":1.46847,"fiber_length_ch_1":17.05345,"fiber_width_ch_1":17.05345,"inten_cooc_asm_ch_3":0.04871,"inten_cooc_asm_ch_4":0.02727,"inten_cooc_contrast_ch_3":5.5076,"inten_cooc_contrast_ch_4":7.57795,"inten_cooc_entropy_ch_3":6.09905,"inten_cooc_entropy_ch_4":6.60282,"inten_cooc_max_ch_3":0.20913,"inten_cooc_max_ch_4":0.14449,"kurt_inten_ch_1":2.27174,"kurt_inten_ch_3":2.01393,"kurt_inten_ch_4":-0.88367,"length_ch_1":23.23396,"neighbor_avg_dist_ch_1":240.48308,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":120.28263,"perim_ch_1":68.21378,"shape_bfr_ch_1":0.62434,"shape_lwr_ch_1":1.1402,"shape_p_2_a_ch_1":1.21814,"skew_inten_ch_1":0.65732,"skew_inten_ch_3":1.34049,"skew_inten_ch_4":0.29515,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":52046,"total_inten_ch_2":80904,"total_inten_ch_3":63604,"total_inten_ch_4":75056,"var_inten_ch_1":72.92499,"var_inten_ch_3":242.67076,"var_inten_ch_4":208.10311,"width_ch_1":20.37704}
{"case":"Test","class":"WS","angle_ch_1":98.41821,"area_ch_1":220,"avg_inten_ch_1":183.3,"avg_inten_ch_2":577.86667,"avg_inten_ch_3":251.1619,"avg_inten_ch_4":387.59048,"convex_hull_area_ratio_ch_1":1.04598,"convex_hull_perim_ratio_ch_1":0.96905,"diff_inten_density_ch_1":89.22798,"diff_inten_density_ch_3":156.5544,"diff_inten_density_ch_4":238.05181,"entropy_inten_ch_1":7.08423,"entropy_inten_ch_3":6.75641,"entropy_inten_ch_4":7.03426,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":1.69355,"eq_ellipse_oblate_vol_ch_1":323.92868,"eq_ellipse_prolate_vol_ch_1":191.27208,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.51582,"fiber_align_2_ch_4":1.71292,"fiber_length_ch_1":16.46596,"fiber_width_ch_1":13.84556,"inten_cooc_asm_ch_3":0.02113,"inten_cooc_asm_ch_4":0.01574,"inten_cooc_contrast_ch_3":8.608,"inten_cooc_contrast_ch_4":11.12487,"inten_cooc_entropy_ch_3":6.67801,"inten_cooc_entropy_ch_4":6.79708,"inten_cooc_max_ch_3":0.12105,"inten_cooc_max_ch_4":0.08947,"kurt_inten_ch_1":-0.46604,"kurt_inten_ch_3":-0.21858,"kurt_inten_ch_4":-0.14883,"length_ch_1":21.30476,"neighbor_avg_dist_ch_1":217.06122,"neighbor_min_dist_ch_1":38.91823,"neighbor_var_dist_ch_1":88.94282,"perim_ch_1":60.62304,"shape_bfr_ch_1":0.75882,"shape_lwr_ch_1":1.56471,"shape_p_2_a_ch_1":1.28282,"skew_inten_ch_1":0.70578,"skew_inten_ch_3":0.57221,"skew_inten_ch_4":0.73833,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":38493,"total_inten_ch_2":121143,"total_inten_ch_3":52744,"total_inten_ch_4":81394,"var_inten_ch_1":104.19067,"var_inten_ch_3":195.23518,"var_inten_ch_4":301.43609,"width_ch_1":13.61577}
{"case":"Test","class":"PS","angle_ch_1":104.37517,"area_ch_1":253,"avg_inten_ch_1":30.40909,"avg_inten_ch_2":104.52066,"avg_inten_ch_3":54.64463,"avg_inten_ch_4":103.73554,"convex_hull_area_ratio_ch_1":1.07814,"convex_hull_perim_ratio_ch_1":0.92985,"diff_inten_density_ch_1":44.63348,"diff_inten_density_ch_3":45.9095,"diff_inten_density_ch_4":73.61538,"entropy_inten_ch_1":5.91778,"entropy_inten_ch_3":4.72316,"entropy_inten_ch_4":6.0726,"eq_circ_diam_ch_1":17.9714,"eq_ellipse_lwr_ch_1":1.98252,"eq_ellipse_oblate_vol_ch_1":433.56393,"eq_ellipse_prolate_vol_ch_1":218.69359,"eq_sphere_area_ch_1":1014.64399,"eq_sphere_vol_ch_1":3039.09548,"fiber_align_2_ch_3":1.55389,"fiber_align_2_ch_4":1.19857,"fiber_length_ch_1":26.00216,"fiber_width_ch_1":10.18873,"inten_cooc_asm_ch_3":0.13619,"inten_cooc_asm_ch_4":0.04099,"inten_cooc_contrast_ch_3":2.43715,"inten_cooc_contrast_ch_4":6.48421,"inten_cooc_entropy_ch_3":4.73818,"inten_cooc_entropy_ch_4":6.20259,"inten_cooc_max_ch_3":0.36239,"inten_cooc_max_ch_4":0.18349,"kurt_inten_ch_1":2.71707,"kurt_inten_ch_3":3.18674,"kurt_inten_ch_4":-0.4751,"length_ch_1":26.59811,"neighbor_avg_dist_ch_1":224.4709,"neighbor_min_dist_ch_1":15.49305,"neighbor_var_dist_ch_1":95.53454,"perim_ch_1":72.38178,"shape_bfr_ch_1":0.60884,"shape_lwr_ch_1":1.69806,"shape_p_2_a_ch_1":1.57368,"skew_inten_ch_1":1.58665,"skew_inten_ch_3":1.89178,"skew_inten_ch_4":0.66063,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7359,"total_inten_ch_2":25053,"total_inten_ch_3":13224,"total_inten_ch_4":25104,"var_inten_ch_1":27.96356,"var_inten_ch_3":83.35792,"var_inten_ch_4":96.3971,"width_ch_1":15.66384}
{"case":"Train","class":"PS","angle_ch_1":119.19904,"area_ch_1":921,"avg_inten_ch_1":85.74972,"avg_inten_ch_2":12.6132,"avg_inten_ch_3":9.83504,"avg_inten_ch_4":2.13993,"convex_hull_area_ratio_ch_1":1.32476,"convex_hull_perim_ratio_ch_1":0.77452,"diff_inten_density_ch_1":60.8254,"diff_inten_density_ch_3":15.01709,"diff_inten_density_ch_4":6.16361,"entropy_inten_ch_1":7.18596,"entropy_inten_ch_3":4.51962,"entropy_inten_ch_4":2.69082,"eq_circ_diam_ch_1":34.25064,"eq_ellipse_lwr_ch_1":2.92704,"eq_ellipse_oblate_vol_ch_1":3646.86035,"eq_ellipse_prolate_vol_ch_1":1245.92125,"eq_sphere_area_ch_1":3685.42177,"eq_sphere_vol_ch_1":21038.00764,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":89.50578,"fiber_width_ch_1":10.70076,"inten_cooc_asm_ch_3":0.00544,"inten_cooc_asm_ch_4":0.06786,"inten_cooc_contrast_ch_3":58.9236,"inten_cooc_contrast_ch_4":10.80757,"inten_cooc_entropy_ch_3":8.06841,"inten_cooc_entropy_ch_4":5.12838,"inten_cooc_max_ch_3":0.04385,"inten_cooc_max_ch_4":0.22655,"kurt_inten_ch_1":-0.32885,"kurt_inten_ch_3":-0.22589,"kurt_inten_ch_4":0.94115,"length_ch_1":66.74061,"neighbor_avg_dist_ch_1":272.01674,"neighbor_min_dist_ch_1":16.18785,"neighbor_var_dist_ch_1":129.3713,"perim_ch_1":200.41308,"shape_bfr_ch_1":0.46109,"shape_lwr_ch_1":2.22915,"shape_p_2_a_ch_1":3.33714,"skew_inten_ch_1":0.09238,"skew_inten_ch_3":0.4062,"skew_inten_ch_4":1.2415,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":24,"total_inten_ch_1":75374,"total_inten_ch_2":10209,"total_inten_ch_3":8645,"total_inten_ch_4":1881,"var_inten_ch_1":41.47844,"var_inten_ch_3":7.09733,"var_inten_ch_4":2.66946,"width_ch_1":29.93997}
{"case":"Test","class":"PS","angle_ch_1":5.51868,"area_ch_1":201,"avg_inten_ch_1":66.72917,"avg_inten_ch_2":5.86979,"avg_inten_ch_3":151.75521,"avg_inten_ch_4":4.63542,"convex_hull_area_ratio_ch_1":1.14251,"convex_hull_perim_ratio_ch_1":0.88539,"diff_inten_density_ch_1":71.35673,"diff_inten_density_ch_3":115.92398,"diff_inten_density_ch_4":9.04678,"entropy_inten_ch_1":6.40243,"entropy_inten_ch_3":6.69075,"entropy_inten_ch_4":3.55748,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":1.91229,"eq_ellipse_oblate_vol_ch_1":300.91913,"eq_ellipse_prolate_vol_ch_1":157.36096,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.6333,"fiber_align_2_ch_4":1,"fiber_length_ch_1":26.65172,"fiber_width_ch_1":8.00345,"inten_cooc_asm_ch_3":0.01286,"inten_cooc_asm_ch_4":0.02377,"inten_cooc_contrast_ch_3":11.03766,"inten_cooc_contrast_ch_4":21.19119,"inten_cooc_entropy_ch_3":6.71288,"inten_cooc_entropy_ch_4":6.40715,"inten_cooc_max_ch_3":0.06322,"inten_cooc_max_ch_4":0.14943,"kurt_inten_ch_1":6.48875,"kurt_inten_ch_3":5.13386,"kurt_inten_ch_4":-0.05269,"length_ch_1":22.18803,"neighbor_avg_dist_ch_1":229.62413,"neighbor_min_dist_ch_1":44.0714,"neighbor_var_dist_ch_1":93.94519,"perim_ch_1":69.31035,"shape_bfr_ch_1":0.65543,"shape_lwr_ch_1":1.60334,"shape_p_2_a_ch_1":1.79218,"skew_inten_ch_1":2.49344,"skew_inten_ch_3":2.22797,"skew_inten_ch_4":0.82952,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":12812,"total_inten_ch_2":936,"total_inten_ch_3":29137,"total_inten_ch_4":890,"var_inten_ch_1":77.55938,"var_inten_ch_3":171.83237,"var_inten_ch_4":4.54175,"width_ch_1":13.83859}
{"case":"Test","class":"PS","angle_ch_1":109.4016,"area_ch_1":155,"avg_inten_ch_1":48.44595,"avg_inten_ch_2":100.25676,"avg_inten_ch_3":91.72973,"avg_inten_ch_4":85.78378,"convex_hull_area_ratio_ch_1":1.31677,"convex_hull_perim_ratio_ch_1":0.79419,"diff_inten_density_ch_1":49.74308,"diff_inten_density_ch_3":79.63241,"diff_inten_density_ch_4":55.40316,"entropy_inten_ch_1":6.06751,"entropy_inten_ch_3":6.05471,"entropy_inten_ch_4":5.54981,"eq_circ_diam_ch_1":14.05417,"eq_ellipse_lwr_ch_1":1.40556,"eq_ellipse_oblate_vol_ch_1":174.59795,"eq_ellipse_prolate_vol_ch_1":124.21931,"eq_sphere_area_ch_1":620.52608,"eq_sphere_vol_ch_1":1453.49609,"fiber_align_2_ch_3":1.20717,"fiber_align_2_ch_4":1.5052,"fiber_length_ch_1":29.84975,"fiber_width_ch_1":5.65358,"inten_cooc_asm_ch_3":0.01409,"inten_cooc_asm_ch_4":0.04436,"inten_cooc_contrast_ch_3":10.38044,"inten_cooc_contrast_ch_4":6.7922,"inten_cooc_entropy_ch_3":6.70454,"inten_cooc_entropy_ch_4":5.97784,"inten_cooc_max_ch_3":0.07258,"inten_cooc_max_ch_4":0.20155,"kurt_inten_ch_1":-0.43475,"kurt_inten_ch_3":-0.41654,"kurt_inten_ch_4":-1.01063,"length_ch_1":19.13718,"neighbor_avg_dist_ch_1":286.0487,"neighbor_min_dist_ch_1":22.10101,"neighbor_var_dist_ch_1":141.97633,"perim_ch_1":71.00666,"shape_bfr_ch_1":0.49915,"shape_lwr_ch_1":1.17839,"shape_p_2_a_ch_1":2.37751,"skew_inten_ch_1":0.84299,"skew_inten_ch_3":0.96119,"skew_inten_ch_4":0.36671,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7170,"total_inten_ch_2":14691,"total_inten_ch_3":13576,"total_inten_ch_4":12696,"var_inten_ch_1":44.91964,"var_inten_ch_3":97.40218,"var_inten_ch_4":73.7488,"width_ch_1":16.24017}
{"case":"Train","class":"PS","angle_ch_1":90.35455,"area_ch_1":769,"avg_inten_ch_1":51.70436,"avg_inten_ch_2":99.13488,"avg_inten_ch_3":115.4455,"avg_inten_ch_4":83.60354,"convex_hull_area_ratio_ch_1":1.89768,"convex_hull_perim_ratio_ch_1":0.74915,"diff_inten_density_ch_1":56.82366,"diff_inten_density_ch_3":97.97061,"diff_inten_density_ch_4":67.87114,"entropy_inten_ch_1":6.82439,"entropy_inten_ch_3":7.20301,"entropy_inten_ch_4":5.6511,"eq_circ_diam_ch_1":31.29841,"eq_ellipse_lwr_ch_1":3.78856,"eq_ellipse_oblate_vol_ch_1":3165.94185,"eq_ellipse_prolate_vol_ch_1":835.65756,"eq_sphere_area_ch_1":3077.47392,"eq_sphere_vol_ch_1":16053.33933,"fiber_align_2_ch_3":1.80566,"fiber_align_2_ch_4":1.47064,"fiber_length_ch_1":108.9193,"fiber_width_ch_1":7.47747,"inten_cooc_asm_ch_3":0.02847,"inten_cooc_asm_ch_4":0.09049,"inten_cooc_contrast_ch_3":11.09363,"inten_cooc_contrast_ch_4":4.98911,"inten_cooc_entropy_ch_3":6.93742,"inten_cooc_entropy_ch_4":5.49535,"inten_cooc_max_ch_3":0.15476,"inten_cooc_max_ch_4":0.29464,"kurt_inten_ch_1":1.08316,"kurt_inten_ch_3":2.38542,"kurt_inten_ch_4":2.27896,"length_ch_1":75.81747,"neighbor_avg_dist_ch_1":212.50168,"neighbor_min_dist_ch_1":32.96921,"neighbor_var_dist_ch_1":80.76729,"perim_ch_1":232.79353,"shape_bfr_ch_1":0.40794,"shape_lwr_ch_1":3.04793,"shape_p_2_a_ch_1":5.29505,"skew_inten_ch_1":1.05925,"skew_inten_ch_3":1.46995,"skew_inten_ch_4":1.78918,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":16,"total_inten_ch_1":37951,"total_inten_ch_2":72032,"total_inten_ch_3":84737,"total_inten_ch_4":61365,"var_inten_ch_1":37.74334,"var_inten_ch_3":113.8698,"var_inten_ch_4":127.09096,"width_ch_1":24.87505}
{"case":"Test","class":"PS","angle_ch_1":126.0954,"area_ch_1":185,"avg_inten_ch_1":145.28249,"avg_inten_ch_2":96.47458,"avg_inten_ch_3":343.37288,"avg_inten_ch_4":134.64972,"convex_hull_area_ratio_ch_1":1.4837,"convex_hull_perim_ratio_ch_1":0.8388,"diff_inten_density_ch_1":120.125,"diff_inten_density_ch_3":280.83553,"diff_inten_density_ch_4":92.67763,"entropy_inten_ch_1":6.94911,"entropy_inten_ch_3":6.85496,"entropy_inten_ch_4":5.91911,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":2.59958,"eq_ellipse_oblate_vol_ch_1":310.55092,"eq_ellipse_prolate_vol_ch_1":119.46208,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.85038,"fiber_align_2_ch_4":1.77616,"fiber_length_ch_1":36.47157,"fiber_width_ch_1":5.51086,"inten_cooc_asm_ch_3":0.01084,"inten_cooc_asm_ch_4":0.03724,"inten_cooc_contrast_ch_3":11.40976,"inten_cooc_contrast_ch_4":7.1596,"inten_cooc_entropy_ch_3":6.97751,"inten_cooc_entropy_ch_4":6.18955,"inten_cooc_max_ch_3":0.05806,"inten_cooc_max_ch_4":0.17419,"kurt_inten_ch_1":0.10402,"kurt_inten_ch_3":-0.33834,"kurt_inten_ch_4":-0.34448,"length_ch_1":28.60869,"neighbor_avg_dist_ch_1":219.68984,"neighbor_min_dist_ch_1":14.33333,"neighbor_var_dist_ch_1":104.38474,"perim_ch_1":83.96486,"shape_bfr_ch_1":0.48933,"shape_lwr_ch_1":2.15867,"shape_p_2_a_ch_1":2.79132,"skew_inten_ch_1":0.92193,"skew_inten_ch_3":0.79367,"skew_inten_ch_4":0.75335,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":25715,"total_inten_ch_2":16900,"total_inten_ch_3":60777,"total_inten_ch_4":23833,"var_inten_ch_1":117.25022,"var_inten_ch_3":307.63554,"var_inten_ch_4":126.2398,"width_ch_1":13.25295}
{"case":"Train","class":"PS","angle_ch_1":173.3239,"area_ch_1":267,"avg_inten_ch_1":29.12941,"avg_inten_ch_2":1.48235,"avg_inten_ch_3":78.51765,"avg_inten_ch_4":40.67059,"convex_hull_area_ratio_ch_1":1.40166,"convex_hull_perim_ratio_ch_1":0.8905,"diff_inten_density_ch_1":38.10067,"diff_inten_density_ch_3":49.93065,"diff_inten_density_ch_4":36.12752,"entropy_inten_ch_1":5.76508,"entropy_inten_ch_3":6.59324,"entropy_inten_ch_4":4.96008,"eq_circ_diam_ch_1":18.44779,"eq_ellipse_lwr_ch_1":4.88311,"eq_ellipse_oblate_vol_ch_1":736.00358,"eq_ellipse_prolate_vol_ch_1":150.72445,"eq_sphere_area_ch_1":1069.14966,"eq_sphere_vol_ch_1":3287.24116,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.76968,"fiber_length_ch_1":48.06369,"fiber_width_ch_1":5.90459,"inten_cooc_asm_ch_3":0.0078,"inten_cooc_asm_ch_4":0.09094,"inten_cooc_contrast_ch_3":24.9437,"inten_cooc_contrast_ch_4":6.1727,"inten_cooc_entropy_ch_3":7.33763,"inten_cooc_entropy_ch_4":5.40595,"inten_cooc_max_ch_3":0.03004,"inten_cooc_max_ch_4":0.32189,"kurt_inten_ch_1":0.03863,"kurt_inten_ch_3":-0.02431,"kurt_inten_ch_4":0.42256,"length_ch_1":42.64375,"neighbor_avg_dist_ch_1":224.45345,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":78.97164,"perim_ch_1":107.93656,"shape_bfr_ch_1":0.50604,"shape_lwr_ch_1":3.44287,"shape_p_2_a_ch_1":3.26677,"skew_inten_ch_1":0.55729,"skew_inten_ch_3":0.23842,"skew_inten_ch_4":1.17606,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":7428,"total_inten_ch_2":124,"total_inten_ch_3":20022,"total_inten_ch_4":10371,"var_inten_ch_1":19.52221,"var_inten_ch_3":43.2316,"var_inten_ch_4":50.00982,"width_ch_1":12.3861}
{"case":"Train","class":"WS","angle_ch_1":129.39701,"area_ch_1":170,"avg_inten_ch_1":125.41104,"avg_inten_ch_2":270.19018,"avg_inten_ch_3":1.25153,"avg_inten_ch_4":24.91411,"convex_hull_area_ratio_ch_1":1.05797,"convex_hull_perim_ratio_ch_1":0.97242,"diff_inten_density_ch_1":65.93515,"diff_inten_density_ch_3":4.73379,"diff_inten_density_ch_4":19.17065,"entropy_inten_ch_1":6.62696,"entropy_inten_ch_3":0.679,"entropy_inten_ch_4":2.89627,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":2.10229,"eq_ellipse_oblate_vol_ch_1":246.80207,"eq_ellipse_prolate_vol_ch_1":117.39703,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.08872,"fiber_length_ch_1":18.09693,"fiber_width_ch_1":9.99131,"inten_cooc_asm_ch_3":0.76623,"inten_cooc_asm_ch_4":0.3793,"inten_cooc_contrast_ch_3":0.201,"inten_cooc_contrast_ch_4":0.82491,"inten_cooc_entropy_ch_3":0.88667,"inten_cooc_entropy_ch_4":2.85768,"inten_cooc_max_ch_3":0.87586,"inten_cooc_max_ch_4":0.61486,"kurt_inten_ch_1":-0.46947,"kurt_inten_ch_3":78.69967,"kurt_inten_ch_4":3.04626,"length_ch_1":22.68841,"neighbor_avg_dist_ch_1":163.08755,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":67.0239,"perim_ch_1":56.17649,"shape_bfr_ch_1":0.6227,"shape_lwr_ch_1":1.87613,"shape_p_2_a_ch_1":1.38889,"skew_inten_ch_1":0.10424,"skew_inten_ch_3":8.19612,"skew_inten_ch_4":2.00667,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":20442,"total_inten_ch_2":43879,"total_inten_ch_3":204,"total_inten_ch_4":4061,"var_inten_ch_1":45.84928,"var_inten_ch_3":6.26446,"var_inten_ch_4":46.48232,"width_ch_1":12.0932}
{"case":"Train","class":"PS","angle_ch_1":147.37397,"area_ch_1":237,"avg_inten_ch_1":295.29956,"avg_inten_ch_2":357.36564,"avg_inten_ch_3":430.72247,"avg_inten_ch_4":77.60793,"convex_hull_area_ratio_ch_1":1.32221,"convex_hull_perim_ratio_ch_1":0.86109,"diff_inten_density_ch_1":178.43284,"diff_inten_density_ch_3":344.02985,"diff_inten_density_ch_4":79.01493,"entropy_inten_ch_1":7.3925,"entropy_inten_ch_3":6.52173,"entropy_inten_ch_4":6.01955,"eq_circ_diam_ch_1":17.40553,"eq_ellipse_lwr_ch_1":3.47384,"eq_ellipse_oblate_vol_ch_1":521.3932,"eq_ellipse_prolate_vol_ch_1":150.09123,"eq_sphere_area_ch_1":951.75283,"eq_sphere_vol_ch_1":2760.95979,"fiber_align_2_ch_3":1.01557,"fiber_align_2_ch_4":1.43456,"fiber_length_ch_1":38.74314,"fiber_width_ch_1":6.48638,"inten_cooc_asm_ch_3":0.03209,"inten_cooc_asm_ch_4":0.02364,"inten_cooc_contrast_ch_3":7.74888,"inten_cooc_contrast_ch_4":16.55593,"inten_cooc_entropy_ch_3":6.388,"inten_cooc_entropy_ch_4":6.75582,"inten_cooc_max_ch_3":0.15764,"inten_cooc_max_ch_4":0.13793,"kurt_inten_ch_1":0.72997,"kurt_inten_ch_3":0.23502,"kurt_inten_ch_4":0.21227,"length_ch_1":33.76884,"neighbor_avg_dist_ch_1":206.47015,"neighbor_min_dist_ch_1":25.099,"neighbor_var_dist_ch_1":97.12716,"perim_ch_1":90.45904,"shape_bfr_ch_1":0.56593,"shape_lwr_ch_1":2.71226,"shape_p_2_a_ch_1":2.59116,"skew_inten_ch_1":0.73524,"skew_inten_ch_3":0.92499,"skew_inten_ch_4":0.82581,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":67033,"total_inten_ch_2":80896,"total_inten_ch_3":97774,"total_inten_ch_4":17617,"var_inten_ch_1":143.26664,"var_inten_ch_3":411.88652,"var_inten_ch_4":69.97464,"width_ch_1":12.45046}
{"case":"Test","class":"WS","angle_ch_1":7.42812,"area_ch_1":411,"avg_inten_ch_1":28.20356,"avg_inten_ch_2":5.51908,"avg_inten_ch_3":15.20102,"avg_inten_ch_4":2.77099,"convex_hull_area_ratio_ch_1":1.10974,"convex_hull_perim_ratio_ch_1":0.94253,"diff_inten_density_ch_1":43.22192,"diff_inten_density_ch_3":27.93151,"diff_inten_density_ch_4":6.70137,"entropy_inten_ch_1":5.89521,"entropy_inten_ch_3":3.24505,"entropy_inten_ch_4":2.92224,"eq_circ_diam_ch_1":22.90185,"eq_ellipse_lwr_ch_1":2.51535,"eq_ellipse_oblate_vol_ch_1":1010.67062,"eq_ellipse_prolate_vol_ch_1":401.80109,"eq_sphere_area_ch_1":1647.7483,"eq_sphere_vol_ch_1":6289.41311,"fiber_align_2_ch_3":1.06707,"fiber_align_2_ch_4":1,"fiber_length_ch_1":36.8565,"fiber_width_ch_1":11.53228,"inten_cooc_asm_ch_3":0.24635,"inten_cooc_asm_ch_4":0.07262,"inten_cooc_contrast_ch_3":3.52718,"inten_cooc_contrast_ch_4":10.43028,"inten_cooc_entropy_ch_3":3.97432,"inten_cooc_entropy_ch_4":5.18248,"inten_cooc_max_ch_3":0.49441,"inten_cooc_max_ch_4":0.24022,"kurt_inten_ch_1":3.00978,"kurt_inten_ch_3":20.77388,"kurt_inten_ch_4":3.42292,"length_ch_1":35.9297,"neighbor_avg_dist_ch_1":281.40271,"neighbor_min_dist_ch_1":35.89179,"neighbor_var_dist_ch_1":118.33886,"perim_ch_1":96.77755,"shape_bfr_ch_1":0.69085,"shape_lwr_ch_1":2.16502,"shape_p_2_a_ch_1":1.75351,"skew_inten_ch_1":1.46158,"skew_inten_ch_3":4.20674,"skew_inten_ch_4":1.81869,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":10,"total_inten_ch_1":11084,"total_inten_ch_2":1777,"total_inten_ch_3":5974,"total_inten_ch_4":1089,"var_inten_ch_1":25.50147,"var_inten_ch_3":39.94669,"var_inten_ch_4":3.78876,"width_ch_1":16.59553}
{"case":"Train","class":"PS","angle_ch_1":86.74349,"area_ch_1":209,"avg_inten_ch_1":28.26,"avg_inten_ch_2":138.37,"avg_inten_ch_3":5.945,"avg_inten_ch_4":35.395,"convex_hull_area_ratio_ch_1":1.20925,"convex_hull_perim_ratio_ch_1":0.90224,"diff_inten_density_ch_1":41.92918,"diff_inten_density_ch_3":7.50425,"diff_inten_density_ch_4":28.28045,"entropy_inten_ch_1":5.71784,"entropy_inten_ch_3":1.68257,"entropy_inten_ch_4":3.94964,"eq_circ_diam_ch_1":16.33764,"eq_ellipse_lwr_ch_1":2.4403,"eq_ellipse_oblate_vol_ch_1":361.39993,"eq_ellipse_prolate_vol_ch_1":148.09658,"eq_sphere_area_ch_1":838.54875,"eq_sphere_vol_ch_1":2283.31742,"fiber_align_2_ch_3":1.45534,"fiber_align_2_ch_4":1.67136,"fiber_length_ch_1":29.64002,"fiber_width_ch_1":7.64744,"inten_cooc_asm_ch_3":0.5291,"inten_cooc_asm_ch_4":0.2436,"inten_cooc_contrast_ch_3":0.48658,"inten_cooc_contrast_ch_4":2.67118,"inten_cooc_entropy_ch_3":1.86629,"inten_cooc_entropy_ch_4":3.93474,"inten_cooc_max_ch_3":0.72778,"inten_cooc_max_ch_4":0.48889,"kurt_inten_ch_1":-0.44227,"kurt_inten_ch_3":10.1681,"kurt_inten_ch_4":2.02451,"length_ch_1":27.65638,"neighbor_avg_dist_ch_1":192.00475,"neighbor_min_dist_ch_1":17.49486,"neighbor_var_dist_ch_1":77.34932,"perim_ch_1":74.57492,"shape_bfr_ch_1":0.57044,"shape_lwr_ch_1":2.0813,"shape_p_2_a_ch_1":1.95244,"skew_inten_ch_1":0.44548,"skew_inten_ch_3":3.26491,"skew_inten_ch_4":1.62781,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":5652,"total_inten_ch_2":27475,"total_inten_ch_3":1189,"total_inten_ch_4":7079,"var_inten_ch_1":18.4112,"var_inten_ch_3":16.67519,"var_inten_ch_4":50.96253,"width_ch_1":13.28803}
{"case":"Test","class":"WS","angle_ch_1":88.80432,"area_ch_1":315,"avg_inten_ch_1":66.46512,"avg_inten_ch_2":279.0897,"avg_inten_ch_3":92.16944,"avg_inten_ch_4":229.47176,"convex_hull_area_ratio_ch_1":1.03626,"convex_hull_perim_ratio_ch_1":0.96725,"diff_inten_density_ch_1":55.53381,"diff_inten_density_ch_3":77.74733,"diff_inten_density_ch_4":134.19573,"entropy_inten_ch_1":6.66916,"entropy_inten_ch_3":6.39024,"entropy_inten_ch_4":7.07358,"eq_circ_diam_ch_1":20.04276,"eq_ellipse_lwr_ch_1":1.07285,"eq_ellipse_oblate_vol_ch_1":442.42536,"eq_ellipse_prolate_vol_ch_1":412.38473,"eq_sphere_area_ch_1":1262.01587,"eq_sphere_vol_ch_1":4215.71302,"fiber_align_2_ch_3":1.69872,"fiber_align_2_ch_4":1.71011,"fiber_length_ch_1":17.52144,"fiber_width_ch_1":17.52144,"inten_cooc_asm_ch_3":0.03022,"inten_cooc_asm_ch_4":0.01576,"inten_cooc_contrast_ch_3":7.26827,"inten_cooc_contrast_ch_4":7.13052,"inten_cooc_entropy_ch_3":6.54551,"inten_cooc_entropy_ch_4":6.80492,"inten_cooc_max_ch_3":0.16129,"inten_cooc_max_ch_4":0.09677,"kurt_inten_ch_1":0.31979,"kurt_inten_ch_3":2.51827,"kurt_inten_ch_4":-0.7874,"length_ch_1":20.68537,"neighbor_avg_dist_ch_1":269.79617,"neighbor_min_dist_ch_1":26.79566,"neighbor_var_dist_ch_1":131.06952,"perim_ch_1":70.08575,"shape_bfr_ch_1":0.81741,"shape_lwr_ch_1":1.10857,"shape_p_2_a_ch_1":1.20198,"skew_inten_ch_1":0.56767,"skew_inten_ch_3":1.58109,"skew_inten_ch_4":0.44267,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":20006,"total_inten_ch_2":83706,"total_inten_ch_3":27743,"total_inten_ch_4":69071,"var_inten_ch_1":37.45859,"var_inten_ch_3":99.83382,"var_inten_ch_4":184.85026,"width_ch_1":18.65956}
{"case":"Train","class":"WS","angle_ch_1":112.62653,"area_ch_1":319,"avg_inten_ch_1":508.34426,"avg_inten_ch_2":452.98689,"avg_inten_ch_3":52.62623,"avg_inten_ch_4":330.73115,"convex_hull_area_ratio_ch_1":1.18472,"convex_hull_perim_ratio_ch_1":0.83453,"diff_inten_density_ch_1":195.87568,"diff_inten_density_ch_3":41.53694,"diff_inten_density_ch_4":195.34955,"entropy_inten_ch_1":8.02637,"entropy_inten_ch_3":4.83422,"entropy_inten_ch_4":5.65535,"eq_circ_diam_ch_1":20.17549,"eq_ellipse_lwr_ch_1":1.25944,"eq_ellipse_oblate_vol_ch_1":488.94431,"eq_ellipse_prolate_vol_ch_1":388.22475,"eq_sphere_area_ch_1":1278.78685,"eq_sphere_vol_ch_1":4300.02574,"fiber_align_2_ch_3":1.56518,"fiber_align_2_ch_4":1.13956,"fiber_length_ch_1":35.61345,"fiber_width_ch_1":9.44041,"inten_cooc_asm_ch_3":0.13463,"inten_cooc_asm_ch_4":0.10962,"inten_cooc_contrast_ch_3":3.60636,"inten_cooc_contrast_ch_4":2.87052,"inten_cooc_entropy_ch_3":4.88014,"inten_cooc_entropy_ch_4":5.13478,"inten_cooc_max_ch_3":0.36,"inten_cooc_max_ch_4":0.325,"kurt_inten_ch_1":-0.50283,"kurt_inten_ch_3":1.46363,"kurt_inten_ch_4":0.3725,"length_ch_1":22.99625,"neighbor_avg_dist_ch_1":252.80696,"neighbor_min_dist_ch_1":20.11467,"neighbor_var_dist_ch_1":120.39157,"perim_ch_1":90.10772,"shape_bfr_ch_1":0.6087,"shape_lwr_ch_1":1.00688,"shape_p_2_a_ch_1":1.92179,"skew_inten_ch_1":0.80033,"skew_inten_ch_3":1.44812,"skew_inten_ch_4":1.12298,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":155045,"total_inten_ch_2":137857,"total_inten_ch_3":16051,"total_inten_ch_4":100873,"var_inten_ch_1":392.92226,"var_inten_ch_3":70.17504,"var_inten_ch_4":397.59399,"width_ch_1":22.83901}
{"case":"Test","class":"PS","angle_ch_1":57.07401,"area_ch_1":242,"avg_inten_ch_1":65.41126,"avg_inten_ch_2":278.52814,"avg_inten_ch_3":12.7013,"avg_inten_ch_4":102.7013,"convex_hull_area_ratio_ch_1":1.06092,"convex_hull_perim_ratio_ch_1":0.95098,"diff_inten_density_ch_1":52.25176,"diff_inten_density_ch_3":14.27529,"diff_inten_density_ch_4":83.77176,"entropy_inten_ch_1":6.61016,"entropy_inten_ch_3":2.93463,"entropy_inten_ch_4":4.85148,"eq_circ_diam_ch_1":17.55821,"eq_ellipse_lwr_ch_1":1.41065,"eq_ellipse_oblate_vol_ch_1":341.07488,"eq_ellipse_prolate_vol_ch_1":241.78497,"eq_sphere_area_ch_1":968.52381,"eq_sphere_vol_ch_1":2834.25725,"fiber_align_2_ch_3":1.90444,"fiber_align_2_ch_4":1.7184,"fiber_length_ch_1":21.18088,"fiber_width_ch_1":11.77799,"inten_cooc_asm_ch_3":0.35966,"inten_cooc_asm_ch_4":0.16049,"inten_cooc_contrast_ch_3":1.88034,"inten_cooc_contrast_ch_4":4.05736,"inten_cooc_entropy_ch_3":3.12473,"inten_cooc_entropy_ch_4":4.77704,"inten_cooc_max_ch_3":0.59535,"inten_cooc_max_ch_4":0.40476,"kurt_inten_ch_1":-0.40377,"kurt_inten_ch_3":7.03718,"kurt_inten_ch_4":0.63103,"length_ch_1":24.42163,"neighbor_avg_dist_ch_1":239.81986,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":120.09107,"perim_ch_1":65.91775,"shape_bfr_ch_1":0.55392,"shape_lwr_ch_1":1.36442,"shape_p_2_a_ch_1":1.38604,"skew_inten_ch_1":0.47339,"skew_inten_ch_3":2.5277,"skew_inten_ch_4":1.21002,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":6,"total_inten_ch_1":15110,"total_inten_ch_2":64110,"total_inten_ch_3":2934,"total_inten_ch_4":23724,"var_inten_ch_1":38.38075,"var_inten_ch_3":23.76476,"var_inten_ch_4":130.67147,"width_ch_1":17.89885}
{"case":"Test","class":"WS","angle_ch_1":98.56639,"area_ch_1":338,"avg_inten_ch_1":57.27864,"avg_inten_ch_2":130.21981,"avg_inten_ch_3":60.5418,"avg_inten_ch_4":55.23839,"convex_hull_area_ratio_ch_1":1.33528,"convex_hull_perim_ratio_ch_1":0.85696,"diff_inten_density_ch_1":53.90501,"diff_inten_density_ch_3":60.70294,"diff_inten_density_ch_4":39.80138,"entropy_inten_ch_1":6.65486,"entropy_inten_ch_3":4.77852,"entropy_inten_ch_4":5.13943,"eq_circ_diam_ch_1":20.7623,"eq_ellipse_lwr_ch_1":2.92449,"eq_ellipse_oblate_vol_ch_1":811.98989,"eq_ellipse_prolate_vol_ch_1":277.65151,"eq_sphere_area_ch_1":1354.25624,"eq_sphere_vol_ch_1":4686.24596,"fiber_align_2_ch_3":1.80019,"fiber_align_2_ch_4":1.17467,"fiber_length_ch_1":48.45712,"fiber_width_ch_1":7.4195,"inten_cooc_asm_ch_3":0.16318,"inten_cooc_asm_ch_4":0.13174,"inten_cooc_contrast_ch_3":4.79602,"inten_cooc_contrast_ch_4":3.14981,"inten_cooc_entropy_ch_3":4.80221,"inten_cooc_entropy_ch_4":5.01431,"inten_cooc_max_ch_3":0.40203,"inten_cooc_max_ch_4":0.35689,"kurt_inten_ch_1":-0.47231,"kurt_inten_ch_3":2.88102,"kurt_inten_ch_4":0.69594,"length_ch_1":41.31315,"neighbor_avg_dist_ch_1":210.44814,"neighbor_min_dist_ch_1":36.18265,"neighbor_var_dist_ch_1":100.60044,"perim_ch_1":111.75324,"shape_bfr_ch_1":0.51249,"shape_lwr_ch_1":2.58359,"shape_p_2_a_ch_1":2.76424,"skew_inten_ch_1":0.31754,"skew_inten_ch_3":1.76946,"skew_inten_ch_4":1.34486,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":18501,"total_inten_ch_2":41739,"total_inten_ch_3":19555,"total_inten_ch_4":17842,"var_inten_ch_1":34.53472,"var_inten_ch_3":83.60452,"var_inten_ch_4":73.7758,"width_ch_1":15.99058}
{"case":"Test","class":"WS","angle_ch_1":102.81716,"area_ch_1":215,"avg_inten_ch_1":457.78155,"avg_inten_ch_2":443.08738,"avg_inten_ch_3":14.6068,"avg_inten_ch_4":84.21845,"convex_hull_area_ratio_ch_1":1.03286,"convex_hull_perim_ratio_ch_1":0.97607,"diff_inten_density_ch_1":185.87895,"diff_inten_density_ch_3":16.63158,"diff_inten_density_ch_4":53.58421,"entropy_inten_ch_1":7.43645,"entropy_inten_ch_3":1.84276,"entropy_inten_ch_4":4.91182,"eq_circ_diam_ch_1":16.58089,"eq_ellipse_lwr_ch_1":1.24289,"eq_ellipse_oblate_vol_ch_1":269.6117,"eq_ellipse_prolate_vol_ch_1":216.92321,"eq_sphere_area_ch_1":863.70522,"eq_sphere_vol_ch_1":2386.83351,"fiber_align_2_ch_3":1.17242,"fiber_align_2_ch_4":1.10574,"fiber_length_ch_1":14.28188,"fiber_width_ch_1":14.28188,"inten_cooc_asm_ch_3":0.56683,"inten_cooc_asm_ch_4":0.13439,"inten_cooc_contrast_ch_3":0.40508,"inten_cooc_contrast_ch_4":2.26292,"inten_cooc_entropy_ch_3":1.83007,"inten_cooc_entropy_ch_4":4.78191,"inten_cooc_max_ch_3":0.75393,"inten_cooc_max_ch_4":0.36126,"kurt_inten_ch_1":-0.86971,"kurt_inten_ch_3":7.31816,"kurt_inten_ch_4":0.9648,"length_ch_1":18.78807,"neighbor_avg_dist_ch_1":170.20185,"neighbor_min_dist_ch_1":27.2033,"neighbor_var_dist_ch_1":76.42412,"perim_ch_1":57.12754,"shape_bfr_ch_1":0.73409,"shape_lwr_ch_1":1.20007,"shape_p_2_a_ch_1":1.16322,"skew_inten_ch_1":0.30108,"skew_inten_ch_3":2.85103,"skew_inten_ch_4":1.33157,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":94303,"total_inten_ch_2":91071,"total_inten_ch_3":3009,"total_inten_ch_4":17349,"var_inten_ch_1":241.3258,"var_inten_ch_3":37.5671,"var_inten_ch_4":108.22942,"width_ch_1":15.65586}
{"case":"Train","class":"PS","angle_ch_1":11.96802,"area_ch_1":351,"avg_inten_ch_1":147.19403,"avg_inten_ch_2":318.6806,"avg_inten_ch_3":115.19403,"avg_inten_ch_4":97.0806,"convex_hull_area_ratio_ch_1":1.43825,"convex_hull_perim_ratio_ch_1":0.87886,"diff_inten_density_ch_1":79.08609,"diff_inten_density_ch_3":86.92715,"diff_inten_density_ch_4":84.48675,"entropy_inten_ch_1":7.49898,"entropy_inten_ch_3":4.27627,"entropy_inten_ch_4":6.60496,"eq_circ_diam_ch_1":21.14446,"eq_ellipse_lwr_ch_1":2.90647,"eq_ellipse_oblate_vol_ch_1":855.01027,"eq_ellipse_prolate_vol_ch_1":294.17529,"eq_sphere_area_ch_1":1404.56916,"eq_sphere_vol_ch_1":4949.80975,"fiber_align_2_ch_3":1.36219,"fiber_align_2_ch_4":1.47972,"fiber_length_ch_1":47.91503,"fiber_width_ch_1":7.74955,"inten_cooc_asm_ch_3":0.24139,"inten_cooc_asm_ch_4":0.01742,"inten_cooc_contrast_ch_3":1.93044,"inten_cooc_contrast_ch_4":11.88091,"inten_cooc_entropy_ch_3":3.94202,"inten_cooc_entropy_ch_4":6.95072,"inten_cooc_max_ch_3":0.49158,"inten_cooc_max_ch_4":0.10438,"kurt_inten_ch_1":-1.01484,"kurt_inten_ch_3":5.21777,"kurt_inten_ch_4":0.21479,"length_ch_1":40.2421,"neighbor_avg_dist_ch_1":169.25723,"neighbor_min_dist_ch_1":31.62229,"neighbor_var_dist_ch_1":75.23406,"perim_ch_1":111.32917,"shape_bfr_ch_1":0.53542,"shape_lwr_ch_1":2.46927,"shape_p_2_a_ch_1":2.65618,"skew_inten_ch_1":0.18701,"skew_inten_ch_3":2.34975,"skew_inten_ch_4":0.99705,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":10,"total_inten_ch_1":49310,"total_inten_ch_2":106424,"total_inten_ch_3":38590,"total_inten_ch_4":32522,"var_inten_ch_1":85.79863,"var_inten_ch_3":213.00937,"var_inten_ch_4":95.1084,"width_ch_1":16.29715}
{"case":"Test","class":"PS","angle_ch_1":157.7574,"area_ch_1":180,"avg_inten_ch_1":175.05233,"avg_inten_ch_2":179.50581,"avg_inten_ch_3":369.86047,"avg_inten_ch_4":294.5,"convex_hull_area_ratio_ch_1":1.20499,"convex_hull_perim_ratio_ch_1":0.90709,"diff_inten_density_ch_1":117.16883,"diff_inten_density_ch_3":267.77273,"diff_inten_density_ch_4":184.91558,"entropy_inten_ch_1":6.92473,"entropy_inten_ch_3":7.00266,"entropy_inten_ch_4":6.16943,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":1.59299,"eq_ellipse_oblate_vol_ch_1":232.87398,"eq_ellipse_prolate_vol_ch_1":146.18657,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.37995,"fiber_align_2_ch_4":1.70777,"fiber_length_ch_1":23.8149,"fiber_width_ch_1":7.9445,"inten_cooc_asm_ch_3":0.01078,"inten_cooc_asm_ch_4":0.02937,"inten_cooc_contrast_ch_3":10.58117,"inten_cooc_contrast_ch_4":5.68506,"inten_cooc_entropy_ch_3":6.91426,"inten_cooc_entropy_ch_4":6.14494,"inten_cooc_max_ch_3":0.04545,"inten_cooc_max_ch_4":0.15584,"kurt_inten_ch_1":2.78541,"kurt_inten_ch_3":3.1974,"kurt_inten_ch_4":-0.59243,"length_ch_1":20.76016,"neighbor_avg_dist_ch_1":278.75312,"neighbor_min_dist_ch_1":64.14148,"neighbor_var_dist_ch_1":112.57545,"perim_ch_1":63.51881,"shape_bfr_ch_1":0.55546,"shape_lwr_ch_1":1.32784,"shape_p_2_a_ch_1":1.69698,"skew_inten_ch_1":1.69752,"skew_inten_ch_3":1.84999,"skew_inten_ch_4":0.64122,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":30109,"total_inten_ch_2":30704,"total_inten_ch_3":63616,"total_inten_ch_4":50654,"var_inten_ch_1":154.31455,"var_inten_ch_3":397.53343,"var_inten_ch_4":268.61664,"width_ch_1":15.63449}
{"case":"Train","class":"WS","angle_ch_1":19.14688,"area_ch_1":167,"avg_inten_ch_1":247.6625,"avg_inten_ch_2":551.59375,"avg_inten_ch_3":87.475,"avg_inten_ch_4":348.2375,"convex_hull_area_ratio_ch_1":1.00898,"convex_hull_perim_ratio_ch_1":0.99161,"diff_inten_density_ch_1":87.67808,"diff_inten_density_ch_3":65.94521,"diff_inten_density_ch_4":273.10959,"entropy_inten_ch_1":6.7639,"entropy_inten_ch_3":5.53513,"entropy_inten_ch_4":6.30189,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":1.16718,"eq_ellipse_oblate_vol_ch_1":178.84248,"eq_ellipse_prolate_vol_ch_1":153.22596,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.34727,"fiber_align_2_ch_4":1.37732,"fiber_length_ch_1":12.23427,"fiber_width_ch_1":12.23427,"inten_cooc_asm_ch_3":0.06709,"inten_cooc_asm_ch_4":0.03175,"inten_cooc_contrast_ch_3":4.87849,"inten_cooc_contrast_ch_4":8.89482,"inten_cooc_entropy_ch_3":5.64793,"inten_cooc_entropy_ch_4":6.33611,"inten_cooc_max_ch_3":0.2449,"inten_cooc_max_ch_4":0.15862,"kurt_inten_ch_1":-0.29922,"kurt_inten_ch_3":0.0076,"kurt_inten_ch_4":-0.40854,"length_ch_1":16.8582,"neighbor_avg_dist_ch_1":280.21849,"neighbor_min_dist_ch_1":19.12634,"neighbor_var_dist_ch_1":119.87133,"perim_ch_1":48.93706,"shape_bfr_ch_1":0.6666,"shape_lwr_ch_1":1.12961,"shape_p_2_a_ch_1":1.0887,"skew_inten_ch_1":-0.55396,"skew_inten_ch_3":1.00677,"skew_inten_ch_4":0.63258,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":39626,"total_inten_ch_2":88096,"total_inten_ch_3":13996,"total_inten_ch_4":55718,"var_inten_ch_1":83.67219,"var_inten_ch_3":97.15857,"var_inten_ch_4":306.26489,"width_ch_1":14.92385}
{"case":"Train","class":"PS","angle_ch_1":128.99651,"area_ch_1":164,"avg_inten_ch_1":46.57962,"avg_inten_ch_2":8.80255,"avg_inten_ch_3":6.63057,"avg_inten_ch_4":2.15287,"convex_hull_area_ratio_ch_1":1.0295,"convex_hull_perim_ratio_ch_1":0.98136,"diff_inten_density_ch_1":56.84892,"diff_inten_density_ch_3":14.09353,"diff_inten_density_ch_4":6.70504,"entropy_inten_ch_1":5.98636,"entropy_inten_ch_3":3.98816,"entropy_inten_ch_4":2.63165,"eq_circ_diam_ch_1":14.47518,"eq_ellipse_lwr_ch_1":2.86652,"eq_ellipse_oblate_vol_ch_1":272.42594,"eq_ellipse_prolate_vol_ch_1":95.03719,"eq_sphere_area_ch_1":658.26077,"eq_sphere_vol_ch_1":1588.07414,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":20.8318,"fiber_width_ch_1":8.52867,"inten_cooc_asm_ch_3":0.01269,"inten_cooc_asm_ch_4":0.06859,"inten_cooc_contrast_ch_3":59.05366,"inten_cooc_contrast_ch_4":12.2935,"inten_cooc_entropy_ch_3":6.83058,"inten_cooc_entropy_ch_4":4.82799,"inten_cooc_max_ch_3":0.06569,"inten_cooc_max_ch_4":0.22695,"kurt_inten_ch_1":-0.04915,"kurt_inten_ch_3":-0.33417,"kurt_inten_ch_4":3.37017,"length_ch_1":24.93335,"neighbor_avg_dist_ch_1":263.41186,"neighbor_min_dist_ch_1":16.18785,"neighbor_var_dist_ch_1":127.96484,"perim_ch_1":58.72094,"shape_bfr_ch_1":0.64755,"shape_lwr_ch_1":2.44624,"shape_p_2_a_ch_1":1.54442,"skew_inten_ch_1":0.49228,"skew_inten_ch_3":0.70341,"skew_inten_ch_4":1.67337,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7313,"total_inten_ch_2":1226,"total_inten_ch_3":1041,"total_inten_ch_4":338,"var_inten_ch_1":27.39383,"var_inten_ch_3":5.98223,"var_inten_ch_4":2.88895,"width_ch_1":10.19252}
{"case":"Test","class":"PS","angle_ch_1":175.44016,"area_ch_1":205,"avg_inten_ch_1":55.62755,"avg_inten_ch_2":6.29592,"avg_inten_ch_3":121.41327,"avg_inten_ch_4":4.56633,"convex_hull_area_ratio_ch_1":1.11463,"convex_hull_perim_ratio_ch_1":0.92834,"diff_inten_density_ch_1":49.94051,"diff_inten_density_ch_3":68.46176,"diff_inten_density_ch_4":8.59207,"entropy_inten_ch_1":6.42628,"entropy_inten_ch_3":6.84816,"entropy_inten_ch_4":3.53475,"eq_circ_diam_ch_1":16.17343,"eq_ellipse_lwr_ch_1":2.70369,"eq_ellipse_oblate_vol_ch_1":369.04903,"eq_ellipse_prolate_vol_ch_1":136.4983,"eq_sphere_area_ch_1":821.77778,"eq_sphere_vol_ch_1":2215.16154,"fiber_align_2_ch_3":1.69847,"fiber_align_2_ch_4":1,"fiber_length_ch_1":26.38792,"fiber_width_ch_1":8.14305,"inten_cooc_asm_ch_3":0.00896,"inten_cooc_asm_ch_4":0.01889,"inten_cooc_contrast_ch_3":12.81548,"inten_cooc_contrast_ch_4":20.72741,"inten_cooc_entropy_ch_3":7.10366,"inten_cooc_entropy_ch_4":6.46962,"inten_cooc_max_ch_3":0.03846,"inten_cooc_max_ch_4":0.1044,"kurt_inten_ch_1":-0.50724,"kurt_inten_ch_3":-1.27366,"kurt_inten_ch_4":-0.36818,"length_ch_1":26.00258,"neighbor_avg_dist_ch_1":229.3787,"neighbor_min_dist_ch_1":56.45825,"neighbor_var_dist_ch_1":107.71703,"perim_ch_1":69.06194,"shape_bfr_ch_1":0.6698,"shape_lwr_ch_1":2.20435,"shape_p_2_a_ch_1":1.76633,"skew_inten_ch_1":0.37386,"skew_inten_ch_3":0.0796,"skew_inten_ch_4":0.622,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10903,"total_inten_ch_2":1039,"total_inten_ch_3":23797,"total_inten_ch_4":895,"var_inten_ch_1":35.42697,"var_inten_ch_3":78.30466,"var_inten_ch_4":4.05582,"width_ch_1":11.79601}
{"case":"Test","class":"PS","angle_ch_1":34.56246,"area_ch_1":153,"avg_inten_ch_1":31.40411,"avg_inten_ch_2":284.06849,"avg_inten_ch_3":40.80137,"avg_inten_ch_4":70.22603,"convex_hull_area_ratio_ch_1":1.1256,"convex_hull_perim_ratio_ch_1":0.83601,"diff_inten_density_ch_1":44,"diff_inten_density_ch_3":42.60317,"diff_inten_density_ch_4":68.20635,"entropy_inten_ch_1":5.76032,"entropy_inten_ch_3":4.67281,"entropy_inten_ch_4":5.755,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":1.19922,"eq_ellipse_oblate_vol_ch_1":158.01546,"eq_ellipse_prolate_vol_ch_1":131.76561,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.50428,"fiber_align_2_ch_4":1.40904,"fiber_length_ch_1":23.51373,"fiber_width_ch_1":7.00983,"inten_cooc_asm_ch_3":0.08956,"inten_cooc_asm_ch_4":0.02313,"inten_cooc_contrast_ch_3":7.01721,"inten_cooc_contrast_ch_4":13.65095,"inten_cooc_entropy_ch_3":5.34902,"inten_cooc_entropy_ch_4":6.49203,"inten_cooc_max_ch_3":0.28689,"inten_cooc_max_ch_4":0.13934,"kurt_inten_ch_1":-0.33775,"kurt_inten_ch_3":1.44993,"kurt_inten_ch_4":-1.05577,"length_ch_1":18.19255,"neighbor_avg_dist_ch_1":307.46757,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":147.4494,"perim_ch_1":61.04712,"shape_bfr_ch_1":0.53899,"shape_lwr_ch_1":1.16567,"shape_p_2_a_ch_1":1.79924,"skew_inten_ch_1":0.57627,"skew_inten_ch_3":1.42471,"skew_inten_ch_4":0.32934,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":4585,"total_inten_ch_2":41329,"total_inten_ch_3":5957,"total_inten_ch_4":10253,"var_inten_ch_1":21.99489,"var_inten_ch_3":52.00311,"var_inten_ch_4":59.14769,"width_ch_1":15.60699}
{"case":"Test","class":"PS","angle_ch_1":177.77867,"area_ch_1":221,"avg_inten_ch_1":31.22275,"avg_inten_ch_2":255.35545,"avg_inten_ch_3":36.33649,"avg_inten_ch_4":91.19905,"convex_hull_area_ratio_ch_1":1.15118,"convex_hull_perim_ratio_ch_1":0.8565,"diff_inten_density_ch_1":42.84697,"diff_inten_density_ch_3":33.02111,"diff_inten_density_ch_4":64.8153,"entropy_inten_ch_1":5.94852,"entropy_inten_ch_3":5.35714,"entropy_inten_ch_4":5.65032,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":1.3383,"eq_ellipse_oblate_vol_ch_1":290.01623,"eq_ellipse_prolate_vol_ch_1":216.70462,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.24759,"fiber_align_2_ch_4":1.3038,"fiber_length_ch_1":26.88816,"fiber_width_ch_1":8.70299,"inten_cooc_asm_ch_3":0.0409,"inten_cooc_asm_ch_4":0.06236,"inten_cooc_contrast_ch_3":8.56356,"inten_cooc_contrast_ch_4":5.23827,"inten_cooc_entropy_ch_3":6.12373,"inten_cooc_entropy_ch_4":5.83499,"inten_cooc_max_ch_3":0.19792,"inten_cooc_max_ch_4":0.23529,"kurt_inten_ch_1":-0.13351,"kurt_inten_ch_3":2.68868,"kurt_inten_ch_4":-0.32982,"length_ch_1":19.75523,"neighbor_avg_dist_ch_1":255.57879,"neighbor_min_dist_ch_1":43.01219,"neighbor_var_dist_ch_1":115.1092,"perim_ch_1":71.18231,"shape_bfr_ch_1":0.66619,"shape_lwr_ch_1":1.17555,"shape_p_2_a_ch_1":1.72307,"skew_inten_ch_1":0.54115,"skew_inten_ch_3":1.72904,"skew_inten_ch_4":0.8587,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6588,"total_inten_ch_2":53670,"total_inten_ch_3":7667,"total_inten_ch_4":19243,"var_inten_ch_1":22.44261,"var_inten_ch_3":45.31068,"var_inten_ch_4":98.58433,"width_ch_1":16.80515}
{"case":"Test","class":"PS","angle_ch_1":75.25636,"area_ch_1":165,"avg_inten_ch_1":76.03797,"avg_inten_ch_2":4.64557,"avg_inten_ch_3":169.63291,"avg_inten_ch_4":42.76582,"convex_hull_area_ratio_ch_1":1.13864,"convex_hull_perim_ratio_ch_1":0.88152,"diff_inten_density_ch_1":67.02158,"diff_inten_density_ch_3":141.25899,"diff_inten_density_ch_4":33.4964,"entropy_inten_ch_1":6.49173,"entropy_inten_ch_3":6.75436,"entropy_inten_ch_4":5.15114,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":1.83881,"eq_ellipse_oblate_vol_ch_1":220.28019,"eq_ellipse_prolate_vol_ch_1":119.79506,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.82225,"fiber_align_2_ch_4":1.56176,"fiber_length_ch_1":23.82746,"fiber_width_ch_1":7.45642,"inten_cooc_asm_ch_3":0.00728,"inten_cooc_asm_ch_4":0.06793,"inten_cooc_contrast_ch_3":18.78777,"inten_cooc_contrast_ch_4":8.20144,"inten_cooc_entropy_ch_3":7.28913,"inten_cooc_entropy_ch_4":5.87231,"inten_cooc_max_ch_3":0.01799,"inten_cooc_max_ch_4":0.26619,"kurt_inten_ch_1":-1.01569,"kurt_inten_ch_3":-0.77478,"kurt_inten_ch_4":-1.02386,"length_ch_1":21.41744,"neighbor_avg_dist_ch_1":189.60411,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":84.95155,"perim_ch_1":62.56776,"shape_bfr_ch_1":0.55369,"shape_lwr_ch_1":1.53358,"shape_p_2_a_ch_1":1.7534,"skew_inten_ch_1":0.25296,"skew_inten_ch_3":0.4217,"skew_inten_ch_4":0.45187,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":12014,"total_inten_ch_2":577,"total_inten_ch_3":26802,"total_inten_ch_4":6757,"var_inten_ch_1":49.32171,"var_inten_ch_3":117.96263,"var_inten_ch_4":39.74892,"width_ch_1":13.96563}
{"case":"Test","class":"PS","angle_ch_1":80.38112,"area_ch_1":229,"avg_inten_ch_1":39.94521,"avg_inten_ch_2":132.00457,"avg_inten_ch_3":24.23288,"avg_inten_ch_4":79.42922,"convex_hull_area_ratio_ch_1":1.09508,"convex_hull_perim_ratio_ch_1":0.93421,"diff_inten_density_ch_1":43.75949,"diff_inten_density_ch_3":24.66076,"diff_inten_density_ch_4":68.2557,"entropy_inten_ch_1":6.00947,"entropy_inten_ch_3":3.44215,"entropy_inten_ch_4":5.50585,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":2.45384,"eq_ellipse_oblate_vol_ch_1":415.25099,"eq_ellipse_prolate_vol_ch_1":169.2251,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.526,"fiber_align_2_ch_4":1.62857,"fiber_length_ch_1":28.75081,"fiber_width_ch_1":8.33968,"inten_cooc_asm_ch_3":0.2955,"inten_cooc_asm_ch_4":0.05686,"inten_cooc_contrast_ch_3":2.29769,"inten_cooc_contrast_ch_4":5.99198,"inten_cooc_entropy_ch_3":3.6337,"inten_cooc_entropy_ch_4":5.86895,"inten_cooc_max_ch_3":0.54146,"inten_cooc_max_ch_4":0.22632,"kurt_inten_ch_1":-0.47566,"kurt_inten_ch_3":6.56327,"kurt_inten_ch_4":0.92392,"length_ch_1":30.29949,"neighbor_avg_dist_ch_1":272.05426,"neighbor_min_dist_ch_1":26.32206,"neighbor_var_dist_ch_1":130.54443,"perim_ch_1":74.18098,"shape_bfr_ch_1":0.57585,"shape_lwr_ch_1":2.30302,"shape_p_2_a_ch_1":1.8263,"skew_inten_ch_1":0.29855,"skew_inten_ch_3":2.3737,"skew_inten_ch_4":1.30709,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8748,"total_inten_ch_2":28691,"total_inten_ch_3":5307,"total_inten_ch_4":17395,"var_inten_ch_1":25.34775,"var_inten_ch_3":41.48252,"var_inten_ch_4":97.83342,"width_ch_1":13.15644}
{"case":"Test","class":"PS","angle_ch_1":85.78039,"area_ch_1":221,"avg_inten_ch_1":94.99526,"avg_inten_ch_2":147.46919,"avg_inten_ch_3":172.52133,"avg_inten_ch_4":104.61611,"convex_hull_area_ratio_ch_1":1.30942,"convex_hull_perim_ratio_ch_1":0.84785,"diff_inten_density_ch_1":87.656,"diff_inten_density_ch_3":149.224,"diff_inten_density_ch_4":70.75467,"entropy_inten_ch_1":6.86127,"entropy_inten_ch_3":4.01171,"entropy_inten_ch_4":5.51751,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":2.14854,"eq_ellipse_oblate_vol_ch_1":367.466,"eq_ellipse_prolate_vol_ch_1":171.0304,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.72507,"fiber_align_2_ch_4":1.33808,"fiber_length_ch_1":33.14639,"fiber_width_ch_1":7.05191,"inten_cooc_asm_ch_3":0.25755,"inten_cooc_asm_ch_4":0.06622,"inten_cooc_contrast_ch_3":1.52761,"inten_cooc_contrast_ch_4":5.41964,"inten_cooc_entropy_ch_3":3.79966,"inten_cooc_entropy_ch_4":5.65547,"inten_cooc_max_ch_3":0.51064,"inten_cooc_max_ch_4":0.25134,"kurt_inten_ch_1":-0.05176,"kurt_inten_ch_3":2.63133,"kurt_inten_ch_4":-0.623,"length_ch_1":24.2371,"neighbor_avg_dist_ch_1":192.71794,"neighbor_min_dist_ch_1":21.88655,"neighbor_var_dist_ch_1":105.62341,"perim_ch_1":80.3966,"shape_bfr_ch_1":0.62519,"shape_lwr_ch_1":1.66055,"shape_p_2_a_ch_1":2.20049,"skew_inten_ch_1":0.79319,"skew_inten_ch_3":1.79386,"skew_inten_ch_4":0.66374,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":20044,"total_inten_ch_2":30906,"total_inten_ch_3":36402,"total_inten_ch_4":22074,"var_inten_ch_1":64.61072,"var_inten_ch_3":279.58263,"var_inten_ch_4":105.20834,"width_ch_1":14.59581}
{"case":"Test","class":"WS","angle_ch_1":62.09754,"area_ch_1":162,"avg_inten_ch_1":218.15484,"avg_inten_ch_2":232.58065,"avg_inten_ch_3":346.23226,"avg_inten_ch_4":58.96129,"convex_hull_area_ratio_ch_1":1.03988,"convex_hull_perim_ratio_ch_1":0.96805,"diff_inten_density_ch_1":155.99286,"diff_inten_density_ch_3":308.59286,"diff_inten_density_ch_4":52.8,"entropy_inten_ch_1":6.91313,"entropy_inten_ch_3":6.41937,"entropy_inten_ch_4":5.53622,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.48234,"eq_ellipse_oblate_vol_ch_1":192.17308,"eq_ellipse_prolate_vol_ch_1":129.64197,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.70985,"fiber_align_2_ch_4":1.54531,"fiber_length_ch_1":12.95821,"fiber_width_ch_1":12.95821,"inten_cooc_asm_ch_3":0.01404,"inten_cooc_asm_ch_4":0.03259,"inten_cooc_contrast_ch_3":16.57195,"inten_cooc_contrast_ch_4":11.21055,"inten_cooc_entropy_ch_3":6.88898,"inten_cooc_entropy_ch_4":6.33177,"inten_cooc_max_ch_3":0.08451,"inten_cooc_max_ch_4":0.15942,"kurt_inten_ch_1":-0.11001,"kurt_inten_ch_3":-0.78306,"kurt_inten_ch_4":-0.19913,"length_ch_1":18.78858,"neighbor_avg_dist_ch_1":176.66676,"neighbor_min_dist_ch_1":28.55676,"neighbor_var_dist_ch_1":68.94008,"perim_ch_1":51.83283,"shape_bfr_ch_1":0.67133,"shape_lwr_ch_1":1.45866,"shape_p_2_a_ch_1":1.25133,"skew_inten_ch_1":0.66304,"skew_inten_ch_3":0.39964,"skew_inten_ch_4":0.77234,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":33814,"total_inten_ch_2":35896,"total_inten_ch_3":53666,"total_inten_ch_4":9139,"var_inten_ch_1":130.84875,"var_inten_ch_3":265.47848,"var_inten_ch_4":54.79003,"width_ch_1":12.88075}
{"case":"Train","class":"PS","angle_ch_1":29.16421,"area_ch_1":211,"avg_inten_ch_1":24.07426,"avg_inten_ch_2":5.62376,"avg_inten_ch_3":5.05446,"avg_inten_ch_4":2.93069,"convex_hull_area_ratio_ch_1":1.09434,"convex_hull_perim_ratio_ch_1":0.89201,"diff_inten_density_ch_1":37.42077,"diff_inten_density_ch_3":10.89071,"diff_inten_density_ch_4":7.32787,"entropy_inten_ch_1":5.52621,"entropy_inten_ch_3":2.63774,"entropy_inten_ch_4":2.78102,"eq_circ_diam_ch_1":16.41912,"eq_ellipse_lwr_ch_1":1.2296,"eq_ellipse_oblate_vol_ch_1":260.39333,"eq_ellipse_prolate_vol_ch_1":211.77142,"eq_sphere_area_ch_1":846.93424,"eq_sphere_vol_ch_1":2317.65266,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":2,"fiber_length_ch_1":22.15216,"fiber_width_ch_1":10.03132,"inten_cooc_asm_ch_3":0.24398,"inten_cooc_asm_ch_4":0.11808,"inten_cooc_contrast_ch_3":4.57377,"inten_cooc_contrast_ch_4":10.5765,"inten_cooc_entropy_ch_3":3.81762,"inten_cooc_entropy_ch_4":4.69553,"inten_cooc_max_ch_3":0.49727,"inten_cooc_max_ch_4":0.33333,"kurt_inten_ch_1":0.52287,"kurt_inten_ch_3":39.11242,"kurt_inten_ch_4":5.83801,"length_ch_1":20.58257,"neighbor_avg_dist_ch_1":239.40073,"neighbor_min_dist_ch_1":47.09524,"neighbor_var_dist_ch_1":97.70086,"perim_ch_1":64.36696,"shape_bfr_ch_1":0.58142,"shape_lwr_ch_1":1.16332,"shape_p_2_a_ch_1":1.48368,"skew_inten_ch_1":0.85447,"skew_inten_ch_3":5.64296,"skew_inten_ch_4":2.20157,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":4863,"total_inten_ch_2":935,"total_inten_ch_3":1021,"total_inten_ch_4":592,"var_inten_ch_1":18.70166,"var_inten_ch_3":13.7532,"var_inten_ch_4":4.63789,"width_ch_1":17.69289}
{"case":"Test","class":"PS","angle_ch_1":70.78663,"area_ch_1":294,"avg_inten_ch_1":28.60854,"avg_inten_ch_2":130.86477,"avg_inten_ch_3":21.21708,"avg_inten_ch_4":63.75445,"convex_hull_area_ratio_ch_1":1.19764,"convex_hull_perim_ratio_ch_1":0.78354,"diff_inten_density_ch_1":36.48221,"diff_inten_density_ch_3":18.48617,"diff_inten_density_ch_4":36.3083,"entropy_inten_ch_1":5.8346,"entropy_inten_ch_3":3.84956,"entropy_inten_ch_4":5.22742,"eq_circ_diam_ch_1":19.36544,"eq_ellipse_lwr_ch_1":1.73303,"eq_ellipse_oblate_vol_ch_1":507.20557,"eq_ellipse_prolate_vol_ch_1":292.66989,"eq_sphere_area_ch_1":1178.161,"eq_sphere_vol_ch_1":3802.60115,"fiber_align_2_ch_3":1.45333,"fiber_align_2_ch_4":1.33718,"fiber_length_ch_1":38.91702,"fiber_width_ch_1":7.97243,"inten_cooc_asm_ch_3":0.16992,"inten_cooc_asm_ch_4":0.10523,"inten_cooc_contrast_ch_3":3.56548,"inten_cooc_contrast_ch_4":3.61616,"inten_cooc_entropy_ch_3":4.36672,"inten_cooc_entropy_ch_4":5.23102,"inten_cooc_max_ch_3":0.41176,"inten_cooc_max_ch_4":0.32941,"kurt_inten_ch_1":0.25539,"kurt_inten_ch_3":2.5071,"kurt_inten_ch_4":0.26238,"length_ch_1":27.87572,"neighbor_avg_dist_ch_1":207.3471,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":82.65514,"perim_ch_1":93.77888,"shape_bfr_ch_1":0.58313,"shape_lwr_ch_1":1.5384,"shape_p_2_a_ch_1":2.25563,"skew_inten_ch_1":0.60999,"skew_inten_ch_3":1.95437,"skew_inten_ch_4":0.83272,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8039,"total_inten_ch_2":36493,"total_inten_ch_3":5962,"total_inten_ch_4":17915,"var_inten_ch_1":18.06719,"var_inten_ch_3":38.68827,"var_inten_ch_4":65.44461,"width_ch_1":18.11992}
{"case":"Train","class":"PS","angle_ch_1":95.31752,"area_ch_1":255,"avg_inten_ch_1":31.13115,"avg_inten_ch_2":96.15164,"avg_inten_ch_3":61.7582,"avg_inten_ch_4":99.18033,"convex_hull_area_ratio_ch_1":1.14561,"convex_hull_perim_ratio_ch_1":0.89488,"diff_inten_density_ch_1":43.13303,"diff_inten_density_ch_3":48.68349,"diff_inten_density_ch_4":59.01835,"entropy_inten_ch_1":5.93375,"entropy_inten_ch_3":6.41395,"entropy_inten_ch_4":6.09808,"eq_circ_diam_ch_1":18.04551,"eq_ellipse_lwr_ch_1":2.33854,"eq_ellipse_oblate_vol_ch_1":476.73667,"eq_ellipse_prolate_vol_ch_1":203.86094,"eq_sphere_area_ch_1":1023.02948,"eq_sphere_vol_ch_1":3076.84795,"fiber_align_2_ch_3":1.5222,"fiber_align_2_ch_4":1.3511,"fiber_length_ch_1":31.88878,"fiber_width_ch_1":8.52156,"inten_cooc_asm_ch_3":0.00926,"inten_cooc_asm_ch_4":0.02888,"inten_cooc_contrast_ch_3":12.02644,"inten_cooc_contrast_ch_4":6.92201,"inten_cooc_entropy_ch_3":7.17915,"inten_cooc_entropy_ch_4":6.45181,"inten_cooc_max_ch_3":0.0514,"inten_cooc_max_ch_4":0.15766,"kurt_inten_ch_1":0.13945,"kurt_inten_ch_3":-0.84157,"kurt_inten_ch_4":-1.26793,"length_ch_1":28.73306,"neighbor_avg_dist_ch_1":222.33398,"neighbor_min_dist_ch_1":13.92532,"neighbor_var_dist_ch_1":90.81146,"perim_ch_1":80.82068,"shape_bfr_ch_1":0.58848,"shape_lwr_ch_1":1.89963,"shape_p_2_a_ch_1":1.91283,"skew_inten_ch_1":0.60737,"skew_inten_ch_3":0.33195,"skew_inten_ch_4":0.12175,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7596,"total_inten_ch_2":23218,"total_inten_ch_3":15069,"total_inten_ch_4":24200,"var_inten_ch_1":20.72357,"var_inten_ch_3":45.31243,"var_inten_ch_4":78.34508,"width_ch_1":15.12558}
{"case":"Train","class":"WS","angle_ch_1":5.76756,"area_ch_1":292,"avg_inten_ch_1":333.29749,"avg_inten_ch_2":256.42652,"avg_inten_ch_3":75.04301,"avg_inten_ch_4":215.03584,"convex_hull_area_ratio_ch_1":1.11419,"convex_hull_perim_ratio_ch_1":0.95648,"diff_inten_density_ch_1":122.7747,"diff_inten_density_ch_3":37.34783,"diff_inten_density_ch_4":74.33992,"entropy_inten_ch_1":7.61773,"entropy_inten_ch_3":6.77996,"entropy_inten_ch_4":7.32222,"eq_circ_diam_ch_1":19.2964,"eq_ellipse_lwr_ch_1":4.14028,"eq_ellipse_oblate_vol_ch_1":775.60866,"eq_ellipse_prolate_vol_ch_1":187.33247,"eq_sphere_area_ch_1":1169.77551,"eq_sphere_vol_ch_1":3762.07631,"fiber_align_2_ch_3":1.69728,"fiber_align_2_ch_4":1.71253,"fiber_length_ch_1":39.58899,"fiber_width_ch_1":7.65177,"inten_cooc_asm_ch_3":0.00786,"inten_cooc_asm_ch_4":0.00998,"inten_cooc_contrast_ch_3":11.88991,"inten_cooc_contrast_ch_4":10.55479,"inten_cooc_entropy_ch_3":7.31092,"inten_cooc_entropy_ch_4":7.1704,"inten_cooc_max_ch_3":0.02996,"inten_cooc_max_ch_4":0.05243,"kurt_inten_ch_1":-0.59927,"kurt_inten_ch_3":-0.54014,"kurt_inten_ch_4":-0.14777,"length_ch_1":41.36238,"neighbor_avg_dist_ch_1":275.36237,"neighbor_min_dist_ch_1":33.80122,"neighbor_var_dist_ch_1":129.10203,"perim_ch_1":94.48152,"shape_bfr_ch_1":0.61354,"shape_lwr_ch_1":3.58931,"shape_p_2_a_ch_1":2.34501,"skew_inten_ch_1":-0.3972,"skew_inten_ch_3":0.12404,"skew_inten_ch_4":0.14037,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":6,"total_inten_ch_1":92990,"total_inten_ch_2":71265,"total_inten_ch_3":20937,"total_inten_ch_4":59995,"var_inten_ch_1":144.29898,"var_inten_ch_3":38.74822,"var_inten_ch_4":100.58901,"width_ch_1":11.52378}
{"case":"Train","class":"WS","angle_ch_1":103.41409,"area_ch_1":444,"avg_inten_ch_1":30.48113,"avg_inten_ch_2":119.41509,"avg_inten_ch_3":11.40566,"avg_inten_ch_4":43.32075,"convex_hull_area_ratio_ch_1":1.14512,"convex_hull_perim_ratio_ch_1":0.81692,"diff_inten_density_ch_1":43.68448,"diff_inten_density_ch_3":12.74809,"diff_inten_density_ch_4":36.42494,"entropy_inten_ch_1":6.05165,"entropy_inten_ch_3":3.79524,"entropy_inten_ch_4":5.50245,"eq_circ_diam_ch_1":23.78796,"eq_ellipse_lwr_ch_1":1.13205,"eq_ellipse_oblate_vol_ch_1":759.80835,"eq_ellipse_prolate_vol_ch_1":671.1763,"eq_sphere_area_ch_1":1777.72336,"eq_sphere_vol_ch_1":7048.06792,"fiber_align_2_ch_3":1.25103,"fiber_align_2_ch_4":1.32635,"fiber_length_ch_1":40.38744,"fiber_width_ch_1":11.44539,"inten_cooc_asm_ch_3":0.18265,"inten_cooc_asm_ch_4":0.08177,"inten_cooc_contrast_ch_3":3.97544,"inten_cooc_contrast_ch_4":6.24353,"inten_cooc_entropy_ch_3":4.49073,"inten_cooc_entropy_ch_4":5.82512,"inten_cooc_max_ch_3":0.42199,"inten_cooc_max_ch_4":0.27877,"kurt_inten_ch_1":-0.25909,"kurt_inten_ch_3":2.00217,"kurt_inten_ch_4":0.36428,"length_ch_1":30.0222,"neighbor_avg_dist_ch_1":273.9132,"neighbor_min_dist_ch_1":44.0714,"neighbor_var_dist_ch_1":130.45876,"perim_ch_1":103.66566,"shape_bfr_ch_1":0.61074,"shape_lwr_ch_1":1.23861,"shape_p_2_a_ch_1":1.85004,"skew_inten_ch_1":0.55015,"skew_inten_ch_3":1.64322,"skew_inten_ch_4":1.047,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":12,"total_inten_ch_1":12924,"total_inten_ch_2":50209,"total_inten_ch_3":4836,"total_inten_ch_4":18368,"var_inten_ch_1":21.6515,"var_inten_ch_3":17.24629,"var_inten_ch_4":47.51495,"width_ch_1":24.2386}
{"case":"Test","class":"WS","angle_ch_1":25.42502,"area_ch_1":648,"avg_inten_ch_1":33.71567,"avg_inten_ch_2":33.91922,"avg_inten_ch_3":78.05816,"avg_inten_ch_4":44.34087,"convex_hull_area_ratio_ch_1":2.35525,"convex_hull_perim_ratio_ch_1":0.67943,"diff_inten_density_ch_1":40.5828,"diff_inten_density_ch_3":49.43001,"diff_inten_density_ch_4":33.84721,"entropy_inten_ch_1":6.15853,"entropy_inten_ch_3":7.03558,"entropy_inten_ch_4":5.36708,"eq_circ_diam_ch_1":28.74217,"eq_ellipse_lwr_ch_1":2.35106,"eq_ellipse_oblate_vol_ch_1":1931.47523,"eq_ellipse_prolate_vol_ch_1":821.53469,"eq_sphere_area_ch_1":2595.30839,"eq_sphere_vol_ch_1":12432.46569,"fiber_align_2_ch_3":1.39757,"fiber_align_2_ch_4":1.55512,"fiber_length_ch_1":113.21984,"fiber_width_ch_1":6.12415,"inten_cooc_asm_ch_3":0.00637,"inten_cooc_asm_ch_4":0.08907,"inten_cooc_contrast_ch_3":21.6288,"inten_cooc_contrast_ch_4":4.58489,"inten_cooc_entropy_ch_3":7.86348,"inten_cooc_entropy_ch_4":5.52551,"inten_cooc_max_ch_3":0.04856,"inten_cooc_max_ch_4":0.29856,"kurt_inten_ch_1":0.23149,"kurt_inten_ch_3":3.15791,"kurt_inten_ch_4":0.29558,"length_ch_1":63.29992,"neighbor_avg_dist_ch_1":195.79257,"neighbor_min_dist_ch_1":19.66674,"neighbor_var_dist_ch_1":100.32011,"perim_ch_1":238.68797,"shape_bfr_ch_1":0.32465,"shape_lwr_ch_1":2.0049,"shape_p_2_a_ch_1":6.53853,"skew_inten_ch_1":0.54137,"skew_inten_ch_3":1.188,"skew_inten_ch_4":1.18277,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":17,"total_inten_ch_1":20870,"total_inten_ch_2":20378,"total_inten_ch_3":48318,"total_inten_ch_4":27447,"var_inten_ch_1":21.09246,"var_inten_ch_3":44.53207,"var_inten_ch_4":56.58386,"width_ch_1":31.57255}
{"case":"Test","class":"PS","angle_ch_1":16.27411,"area_ch_1":990,"avg_inten_ch_1":15.67937,"avg_inten_ch_2":8.48677,"avg_inten_ch_3":12.13439,"avg_inten_ch_4":15.72169,"convex_hull_area_ratio_ch_1":1.148,"convex_hull_perim_ratio_ch_1":0.76249,"diff_inten_density_ch_1":30.7486,"diff_inten_density_ch_3":17.88603,"diff_inten_density_ch_4":19.84469,"entropy_inten_ch_1":5.00307,"entropy_inten_ch_3":4.75214,"entropy_inten_ch_4":5.14424,"eq_circ_diam_ch_1":35.51323,"eq_ellipse_lwr_ch_1":1.43015,"eq_ellipse_oblate_vol_ch_1":2841.57697,"eq_ellipse_prolate_vol_ch_1":1986.91415,"eq_sphere_area_ch_1":3962.14286,"eq_sphere_vol_ch_1":23451.41265,"fiber_align_2_ch_3":1.61993,"fiber_align_2_ch_4":1.57892,"fiber_length_ch_1":68.53545,"fiber_width_ch_1":14.88113,"inten_cooc_asm_ch_3":0.01988,"inten_cooc_asm_ch_4":0.01084,"inten_cooc_contrast_ch_3":21.8213,"inten_cooc_contrast_ch_4":25.34613,"inten_cooc_entropy_ch_3":7.045,"inten_cooc_entropy_ch_4":7.58734,"inten_cooc_max_ch_3":0.12277,"inten_cooc_max_ch_4":0.07942,"kurt_inten_ch_1":0.06099,"kurt_inten_ch_3":0.69067,"kurt_inten_ch_4":-0.29668,"length_ch_1":46.39861,"neighbor_avg_dist_ch_1":303.96449,"neighbor_min_dist_ch_1":68.34264,"neighbor_var_dist_ch_1":121.09352,"perim_ch_1":166.83316,"shape_bfr_ch_1":0.61539,"shape_lwr_ch_1":1.33749,"shape_p_2_a_ch_1":2.17171,"skew_inten_ch_1":0.86694,"skew_inten_ch_3":1.07477,"skew_inten_ch_4":0.6494,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":22,"total_inten_ch_1":14817,"total_inten_ch_2":7076,"total_inten_ch_3":11467,"total_inten_ch_4":14857,"var_inten_ch_1":15.31247,"var_inten_ch_3":12.24675,"var_inten_ch_4":13.19924,"width_ch_1":34.69068}
{"case":"Test","class":"PS","angle_ch_1":115.86758,"area_ch_1":193,"avg_inten_ch_1":39.29189,"avg_inten_ch_2":47.17297,"avg_inten_ch_3":28.30811,"avg_inten_ch_4":9.42703,"convex_hull_area_ratio_ch_1":1.16939,"convex_hull_perim_ratio_ch_1":0.92747,"diff_inten_density_ch_1":48.16049,"diff_inten_density_ch_3":32.67284,"diff_inten_density_ch_4":12.39506,"entropy_inten_ch_1":6.06308,"entropy_inten_ch_3":5.2307,"entropy_inten_ch_4":2.93906,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":3.89516,"eq_ellipse_oblate_vol_ch_1":406.20183,"eq_ellipse_prolate_vol_ch_1":104.2837,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.65712,"fiber_align_2_ch_4":1.44705,"fiber_length_ch_1":31.57199,"fiber_width_ch_1":6.61507,"inten_cooc_asm_ch_3":0.02328,"inten_cooc_asm_ch_4":0.28323,"inten_cooc_contrast_ch_3":16.00229,"inten_cooc_contrast_ch_4":2.32847,"inten_cooc_entropy_ch_3":6.60334,"inten_cooc_entropy_ch_4":3.46388,"inten_cooc_max_ch_3":0.14458,"inten_cooc_max_ch_4":0.53797,"kurt_inten_ch_1":0.28668,"kurt_inten_ch_3":0.02831,"kurt_inten_ch_4":3.80111,"length_ch_1":31.1267,"neighbor_avg_dist_ch_1":296.06794,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":124.2111,"perim_ch_1":76.37412,"shape_bfr_ch_1":0.59509,"shape_lwr_ch_1":2.9733,"shape_p_2_a_ch_1":2.22251,"skew_inten_ch_1":0.57549,"skew_inten_ch_3":0.97876,"skew_inten_ch_4":2.02794,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7269,"total_inten_ch_2":8543,"total_inten_ch_3":5237,"total_inten_ch_4":1744,"var_inten_ch_1":23.20627,"var_inten_ch_3":29.24042,"var_inten_ch_4":16.44931,"width_ch_1":10.46873}
{"case":"Train","class":"PS","angle_ch_1":51.90825,"area_ch_1":568,"avg_inten_ch_1":36.41697,"avg_inten_ch_2":110.41697,"avg_inten_ch_3":73.76199,"avg_inten_ch_4":83.21218,"convex_hull_area_ratio_ch_1":1.48255,"convex_hull_perim_ratio_ch_1":0.76602,"diff_inten_density_ch_1":42.83943,"diff_inten_density_ch_3":66.09756,"diff_inten_density_ch_4":57.63618,"entropy_inten_ch_1":6.22902,"entropy_inten_ch_3":6.38268,"entropy_inten_ch_4":6.23122,"eq_circ_diam_ch_1":26.89514,"eq_ellipse_lwr_ch_1":2.79659,"eq_ellipse_oblate_vol_ch_1":1725.9765,"eq_ellipse_prolate_vol_ch_1":617.17181,"eq_sphere_area_ch_1":2272.46712,"eq_sphere_vol_ch_1":10186.38826,"fiber_align_2_ch_3":1.46921,"fiber_align_2_ch_4":1.55927,"fiber_length_ch_1":73.43902,"fiber_width_ch_1":8.17836,"inten_cooc_asm_ch_3":0.04216,"inten_cooc_asm_ch_4":0.05039,"inten_cooc_contrast_ch_3":6.89269,"inten_cooc_contrast_ch_4":5.01288,"inten_cooc_entropy_ch_3":6.36177,"inten_cooc_entropy_ch_4":6.09125,"inten_cooc_max_ch_3":0.19175,"inten_cooc_max_ch_4":0.21844,"kurt_inten_ch_1":9.27861,"kurt_inten_ch_3":5.60424,"kurt_inten_ch_4":-0.11672,"length_ch_1":51.81045,"neighbor_avg_dist_ch_1":243.13404,"neighbor_min_dist_ch_1":32.96921,"neighbor_var_dist_ch_1":117.9068,"perim_ch_1":163.23476,"shape_bfr_ch_1":0.48274,"shape_lwr_ch_1":2.28092,"shape_p_2_a_ch_1":3.53037,"skew_inten_ch_1":2.52636,"skew_inten_ch_3":2.14029,"skew_inten_ch_4":0.93233,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":8,"total_inten_ch_1":19738,"total_inten_ch_2":59305,"total_inten_ch_3":39979,"total_inten_ch_4":45101,"var_inten_ch_1":39.97969,"var_inten_ch_3":97.3392,"var_inten_ch_4":89.30309,"width_ch_1":22.71467}
{"case":"Train","class":"WS","angle_ch_1":106.64779,"area_ch_1":223,"avg_inten_ch_1":229.5493,"avg_inten_ch_2":258.92958,"avg_inten_ch_3":29.57277,"avg_inten_ch_4":95.64789,"convex_hull_area_ratio_ch_1":1.02278,"convex_hull_perim_ratio_ch_1":0.97642,"diff_inten_density_ch_1":96.28426,"diff_inten_density_ch_3":25.6802,"diff_inten_density_ch_4":53.66497,"entropy_inten_ch_1":7.27443,"entropy_inten_ch_3":1.52923,"entropy_inten_ch_4":6.27228,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":1.13134,"eq_ellipse_oblate_vol_ch_1":270.45058,"eq_ellipse_prolate_vol_ch_1":239.05288,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":1.33959,"fiber_align_2_ch_4":1.27307,"fiber_length_ch_1":14.43182,"fiber_width_ch_1":14.43182,"inten_cooc_asm_ch_3":0.64338,"inten_cooc_asm_ch_4":0.03055,"inten_cooc_contrast_ch_3":0.19295,"inten_cooc_contrast_ch_4":5.51234,"inten_cooc_entropy_ch_3":1.43464,"inten_cooc_entropy_ch_4":6.34487,"inten_cooc_max_ch_3":0.80102,"inten_cooc_max_ch_4":0.15152,"kurt_inten_ch_1":-0.77653,"kurt_inten_ch_3":8.77216,"kurt_inten_ch_4":-0.97912,"length_ch_1":18.72838,"neighbor_avg_dist_ch_1":218.09002,"neighbor_min_dist_ch_1":20.73056,"neighbor_var_dist_ch_1":103.67646,"perim_ch_1":57.72727,"shape_bfr_ch_1":0.69878,"shape_lwr_ch_1":1.0978,"shape_p_2_a_ch_1":1.1526,"skew_inten_ch_1":-0.04752,"skew_inten_ch_3":3.12578,"skew_inten_ch_4":0.54758,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":48894,"total_inten_ch_2":54940,"total_inten_ch_3":6299,"total_inten_ch_4":20373,"var_inten_ch_1":111.65866,"var_inten_ch_3":87.47432,"var_inten_ch_4":85.77951,"width_ch_1":17.0599}
{"case":"Test","class":"PS","angle_ch_1":90.32864,"area_ch_1":158,"avg_inten_ch_1":141.56291,"avg_inten_ch_2":234.25828,"avg_inten_ch_3":143.04636,"avg_inten_ch_4":113.84106,"convex_hull_area_ratio_ch_1":1.10312,"convex_hull_perim_ratio_ch_1":0.94035,"diff_inten_density_ch_1":100.44981,"diff_inten_density_ch_3":113.05204,"diff_inten_density_ch_4":105.75836,"entropy_inten_ch_1":6.67536,"entropy_inten_ch_3":4.16887,"entropy_inten_ch_4":6.3952,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":1.99087,"eq_ellipse_oblate_vol_ch_1":214.14531,"eq_ellipse_prolate_vol_ch_1":107.56361,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.04928,"fiber_align_2_ch_4":1.87613,"fiber_length_ch_1":20.00452,"fiber_width_ch_1":8.38359,"inten_cooc_asm_ch_3":0.16995,"inten_cooc_asm_ch_4":0.01148,"inten_cooc_contrast_ch_3":1.91292,"inten_cooc_contrast_ch_4":16.78641,"inten_cooc_entropy_ch_3":4.29041,"inten_cooc_entropy_ch_4":6.9076,"inten_cooc_max_ch_3":0.40288,"inten_cooc_max_ch_4":0.06475,"kurt_inten_ch_1":0.79982,"kurt_inten_ch_3":1.52946,"kurt_inten_ch_4":-0.60326,"length_ch_1":21.51726,"neighbor_avg_dist_ch_1":234.78659,"neighbor_min_dist_ch_1":24.09761,"neighbor_var_dist_ch_1":117.54473,"perim_ch_1":56.77622,"shape_bfr_ch_1":0.65181,"shape_lwr_ch_1":1.90668,"shape_p_2_a_ch_1":1.52954,"skew_inten_ch_1":1.35505,"skew_inten_ch_3":1.59225,"skew_inten_ch_4":0.75405,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":21376,"total_inten_ch_2":35223,"total_inten_ch_3":21600,"total_inten_ch_4":17190,"var_inten_ch_1":156.11918,"var_inten_ch_3":229.3882,"var_inten_ch_4":103.47256,"width_ch_1":11.28521}
{"case":"Test","class":"WS","angle_ch_1":129.70652,"area_ch_1":363,"avg_inten_ch_1":107.36888,"avg_inten_ch_2":459.19308,"avg_inten_ch_3":157.92219,"avg_inten_ch_4":260.67147,"convex_hull_area_ratio_ch_1":1.02374,"convex_hull_perim_ratio_ch_1":0.96757,"diff_inten_density_ch_1":65.01227,"diff_inten_density_ch_3":93.14417,"diff_inten_density_ch_4":212.33742,"entropy_inten_ch_1":7.22065,"entropy_inten_ch_3":7.39325,"entropy_inten_ch_4":5.8489,"eq_circ_diam_ch_1":21.51984,"eq_ellipse_lwr_ch_1":1.03351,"eq_ellipse_oblate_vol_ch_1":537.49428,"eq_ellipse_prolate_vol_ch_1":520.06507,"eq_sphere_area_ch_1":1454.88209,"eq_sphere_vol_ch_1":5218.13737,"fiber_align_2_ch_3":1.43231,"fiber_align_2_ch_4":1.32667,"fiber_length_ch_1":18.20146,"fiber_width_ch_1":18.20146,"inten_cooc_asm_ch_3":0.0092,"inten_cooc_asm_ch_4":0.07283,"inten_cooc_contrast_ch_3":10.29908,"inten_cooc_contrast_ch_4":2.91104,"inten_cooc_entropy_ch_3":7.30739,"inten_cooc_entropy_ch_4":5.55481,"inten_cooc_max_ch_3":0.05828,"inten_cooc_max_ch_4":0.25767,"kurt_inten_ch_1":-0.53785,"kurt_inten_ch_3":-0.47433,"kurt_inten_ch_4":2.94735,"length_ch_1":22.94761,"neighbor_avg_dist_ch_1":296.89105,"neighbor_min_dist_ch_1":25.61571,"neighbor_var_dist_ch_1":119.50692,"perim_ch_1":72.80586,"shape_bfr_ch_1":0.71959,"shape_lwr_ch_1":1.04182,"shape_p_2_a_ch_1":1.12408,"skew_inten_ch_1":0.2296,"skew_inten_ch_3":0.43351,"skew_inten_ch_4":1.80744,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":37257,"total_inten_ch_2":158994,"total_inten_ch_3":54799,"total_inten_ch_4":90453,"var_inten_ch_1":53.37991,"var_inten_ch_3":105.71037,"var_inten_ch_4":368.2039,"width_ch_1":22.02639}
{"case":"Train","class":"WS","angle_ch_1":176.33619,"area_ch_1":579,"avg_inten_ch_1":63.6962,"avg_inten_ch_2":192.68716,"avg_inten_ch_3":114.46835,"avg_inten_ch_4":183.80832,"convex_hull_area_ratio_ch_1":1.19006,"convex_hull_perim_ratio_ch_1":0.8434,"diff_inten_density_ch_1":57.99611,"diff_inten_density_ch_3":88.15564,"diff_inten_density_ch_4":107.25875,"entropy_inten_ch_1":6.90335,"entropy_inten_ch_3":7.28061,"entropy_inten_ch_4":7.38143,"eq_circ_diam_ch_1":27.16669,"eq_ellipse_lwr_ch_1":2.5634,"eq_ellipse_oblate_vol_ch_1":1703.01223,"eq_ellipse_prolate_vol_ch_1":664.3558,"eq_sphere_area_ch_1":2318.5873,"eq_sphere_vol_ch_1":10498.0586,"fiber_align_2_ch_3":1.01844,"fiber_align_2_ch_4":1.37558,"fiber_length_ch_1":55.23064,"fiber_width_ch_1":10.88408,"inten_cooc_asm_ch_3":0.0123,"inten_cooc_asm_ch_4":0.01433,"inten_cooc_contrast_ch_3":13.59262,"inten_cooc_contrast_ch_4":7.40116,"inten_cooc_entropy_ch_3":7.37849,"inten_cooc_entropy_ch_4":6.99546,"inten_cooc_max_ch_3":0.083,"inten_cooc_max_ch_4":0.0977,"kurt_inten_ch_1":3.62949,"kurt_inten_ch_3":4.28262,"kurt_inten_ch_4":-0.53268,"length_ch_1":45.91184,"neighbor_avg_dist_ch_1":225.5578,"neighbor_min_dist_ch_1":41.00354,"neighbor_var_dist_ch_1":99.79194,"perim_ch_1":132.22943,"shape_bfr_ch_1":0.65753,"shape_lwr_ch_1":2.39111,"shape_p_2_a_ch_1":2.31458,"skew_inten_ch_1":1.49965,"skew_inten_ch_3":1.51334,"skew_inten_ch_4":0.55369,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":35224,"total_inten_ch_2":106004,"total_inten_ch_3":63301,"total_inten_ch_4":101646,"var_inten_ch_1":43.18891,"var_inten_ch_3":95.78432,"var_inten_ch_4":148.50126,"width_ch_1":19.20105}
{"case":"Train","class":"PS","angle_ch_1":139.82198,"area_ch_1":188,"avg_inten_ch_1":116.70556,"avg_inten_ch_2":392.73889,"avg_inten_ch_3":176.66111,"avg_inten_ch_4":462.98889,"convex_hull_area_ratio_ch_1":1.02394,"convex_hull_perim_ratio_ch_1":0.97878,"diff_inten_density_ch_1":78.37386,"diff_inten_density_ch_3":124.30091,"diff_inten_density_ch_4":257.46809,"entropy_inten_ch_1":6.84719,"entropy_inten_ch_3":6.72312,"entropy_inten_ch_4":6.78051,"eq_circ_diam_ch_1":15.49924,"eq_ellipse_lwr_ch_1":1.25393,"eq_ellipse_oblate_vol_ch_1":221.19067,"eq_ellipse_prolate_vol_ch_1":176.39806,"eq_sphere_area_ch_1":754.69388,"eq_sphere_vol_ch_1":1949.53059,"fiber_align_2_ch_3":1.62024,"fiber_align_2_ch_4":1.31802,"fiber_length_ch_1":13.47011,"fiber_width_ch_1":13.47011,"inten_cooc_asm_ch_3":0.01644,"inten_cooc_asm_ch_4":0.01403,"inten_cooc_contrast_ch_3":6.54605,"inten_cooc_contrast_ch_4":9.52705,"inten_cooc_entropy_ch_3":6.62563,"inten_cooc_entropy_ch_4":6.72972,"inten_cooc_max_ch_3":0.09091,"inten_cooc_max_ch_4":0.08485,"kurt_inten_ch_1":0.26074,"kurt_inten_ch_3":-0.06062,"kurt_inten_ch_4":-1.29397,"length_ch_1":18.8776,"neighbor_avg_dist_ch_1":252.03452,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":109.36492,"perim_ch_1":53.88045,"shape_bfr_ch_1":0.67013,"shape_lwr_ch_1":1.26573,"shape_p_2_a_ch_1":1.17234,"skew_inten_ch_1":0.70758,"skew_inten_ch_3":0.88957,"skew_inten_ch_4":-0.15019,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":21007,"total_inten_ch_2":70514,"total_inten_ch_3":31799,"total_inten_ch_4":83338,"var_inten_ch_1":67.15667,"var_inten_ch_3":158.7609,"var_inten_ch_4":311.1348,"width_ch_1":14.91445}
{"case":"Train","class":"PS","angle_ch_1":138.52299,"area_ch_1":193,"avg_inten_ch_1":29.30811,"avg_inten_ch_2":2.63784,"avg_inten_ch_3":59.75676,"avg_inten_ch_4":94.6,"convex_hull_area_ratio_ch_1":1.05534,"convex_hull_perim_ratio_ch_1":0.97403,"diff_inten_density_ch_1":40.4881,"diff_inten_density_ch_3":36.03571,"diff_inten_density_ch_4":51.18452,"entropy_inten_ch_1":5.66306,"entropy_inten_ch_3":6.35909,"entropy_inten_ch_4":6.38501,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":1.70362,"eq_ellipse_oblate_vol_ch_1":268.63698,"eq_ellipse_prolate_vol_ch_1":157.68577,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.3415,"fiber_align_2_ch_4":1.46776,"fiber_length_ch_1":16.72874,"fiber_width_ch_1":12.17128,"inten_cooc_asm_ch_3":0.0099,"inten_cooc_asm_ch_4":0.01341,"inten_cooc_contrast_ch_3":9.87798,"inten_cooc_contrast_ch_4":6.61905,"inten_cooc_entropy_ch_3":7.03498,"inten_cooc_entropy_ch_4":6.75343,"inten_cooc_max_ch_3":0.05357,"inten_cooc_max_ch_4":0.07738,"kurt_inten_ch_1":-0.66734,"kurt_inten_ch_3":-0.94523,"kurt_inten_ch_4":-0.30837,"length_ch_1":21.76621,"neighbor_avg_dist_ch_1":239.06197,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":100.50921,"perim_ch_1":57.80003,"shape_bfr_ch_1":0.65961,"shape_lwr_ch_1":1.61154,"shape_p_2_a_ch_1":1.3057,"skew_inten_ch_1":0.42297,"skew_inten_ch_3":0.22823,"skew_inten_ch_4":0.38554,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":5422,"total_inten_ch_2":304,"total_inten_ch_3":11055,"total_inten_ch_4":17501,"var_inten_ch_1":21.43191,"var_inten_ch_3":40.42116,"var_inten_ch_4":66.41843,"width_ch_1":13.50649}
{"case":"Test","class":"WS","angle_ch_1":69.11262,"area_ch_1":463,"avg_inten_ch_1":204.65837,"avg_inten_ch_2":187.49321,"avg_inten_ch_3":5.84389,"avg_inten_ch_4":118.09502,"convex_hull_area_ratio_ch_1":1.18231,"convex_hull_perim_ratio_ch_1":0.93081,"diff_inten_density_ch_1":79.62621,"diff_inten_density_ch_3":10.23058,"diff_inten_density_ch_4":55.70631,"entropy_inten_ch_1":7.8221,"entropy_inten_ch_3":3.00628,"entropy_inten_ch_4":5.92621,"eq_circ_diam_ch_1":24.28764,"eq_ellipse_lwr_ch_1":2.39231,"eq_ellipse_oblate_vol_ch_1":1175.61163,"eq_ellipse_prolate_vol_ch_1":491.41231,"eq_sphere_area_ch_1":1853.19274,"eq_sphere_vol_ch_1":7501.61376,"fiber_align_2_ch_3":1.5431,"fiber_align_2_ch_4":1.1108,"fiber_length_ch_1":39.75807,"fiber_width_ch_1":12.07476,"inten_cooc_asm_ch_3":0.23861,"inten_cooc_asm_ch_4":0.08901,"inten_cooc_contrast_ch_3":4.50886,"inten_cooc_contrast_ch_4":3.83288,"inten_cooc_entropy_ch_3":3.96995,"inten_cooc_entropy_ch_4":5.59327,"inten_cooc_max_ch_3":0.494,"inten_cooc_max_ch_4":0.29238,"kurt_inten_ch_1":-0.96276,"kurt_inten_ch_3":4.91781,"kurt_inten_ch_4":-1.25271,"length_ch_1":37.85873,"neighbor_avg_dist_ch_1":217.9746,"neighbor_min_dist_ch_1":33.67695,"neighbor_var_dist_ch_1":95.95771,"perim_ch_1":103.66566,"shape_bfr_ch_1":0.67286,"shape_lwr_ch_1":2.08161,"shape_p_2_a_ch_1":1.78137,"skew_inten_ch_1":0.06568,"skew_inten_ch_3":2.14353,"skew_inten_ch_4":0.23739,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":90459,"total_inten_ch_2":82431,"total_inten_ch_3":2583,"total_inten_ch_4":52198,"var_inten_ch_1":109.32733,"var_inten_ch_3":10.09034,"var_inten_ch_4":104.71897,"width_ch_1":18.18725}
{"case":"Train","class":"WS","angle_ch_1":87.93489,"area_ch_1":336,"avg_inten_ch_1":47.09346,"avg_inten_ch_2":255.23988,"avg_inten_ch_3":76.98131,"avg_inten_ch_4":202.94393,"convex_hull_area_ratio_ch_1":1.14757,"convex_hull_perim_ratio_ch_1":0.91134,"diff_inten_density_ch_1":51.5059,"diff_inten_density_ch_3":63.32378,"diff_inten_density_ch_4":175.98482,"entropy_inten_ch_1":6.48511,"entropy_inten_ch_3":5.72394,"entropy_inten_ch_4":6.64114,"eq_circ_diam_ch_1":20.69792,"eq_ellipse_lwr_ch_1":1.65004,"eq_ellipse_oblate_vol_ch_1":604.26412,"eq_ellipse_prolate_vol_ch_1":366.211,"eq_sphere_area_ch_1":1345.87075,"eq_sphere_vol_ch_1":4642.78791,"fiber_align_2_ch_3":1.68328,"fiber_align_2_ch_4":1.37429,"fiber_length_ch_1":30.79985,"fiber_width_ch_1":11.35824,"inten_cooc_asm_ch_3":0.08301,"inten_cooc_asm_ch_4":0.0268,"inten_cooc_contrast_ch_3":7.06062,"inten_cooc_contrast_ch_4":11.21395,"inten_cooc_entropy_ch_3":5.8054,"inten_cooc_entropy_ch_4":6.72172,"inten_cooc_max_ch_3":0.28667,"inten_cooc_max_ch_4":0.14334,"kurt_inten_ch_1":0.02131,"kurt_inten_ch_3":2.00528,"kurt_inten_ch_4":-0.29964,"length_ch_1":28.68494,"neighbor_avg_dist_ch_1":224.82099,"neighbor_min_dist_ch_1":24.93139,"neighbor_var_dist_ch_1":113.37102,"perim_ch_1":84.31618,"shape_bfr_ch_1":0.64206,"shape_lwr_ch_1":1.57014,"shape_p_2_a_ch_1":1.61715,"skew_inten_ch_1":0.52645,"skew_inten_ch_3":1.274,"skew_inten_ch_4":0.72071,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":15117,"total_inten_ch_2":81612,"total_inten_ch_3":24711,"total_inten_ch_4":65145,"var_inten_ch_1":30.18867,"var_inten_ch_3":82.82617,"var_inten_ch_4":182.03775,"width_ch_1":18.26903}
{"case":"Test","class":"PS","angle_ch_1":94.24283,"area_ch_1":191,"avg_inten_ch_1":195.10929,"avg_inten_ch_2":366.33333,"avg_inten_ch_3":83.45355,"avg_inten_ch_4":103.2623,"convex_hull_area_ratio_ch_1":1.03403,"convex_hull_perim_ratio_ch_1":0.97504,"diff_inten_density_ch_1":96.29552,"diff_inten_density_ch_3":66.90448,"diff_inten_density_ch_4":72.8209,"entropy_inten_ch_1":7.14267,"entropy_inten_ch_3":3.56078,"entropy_inten_ch_4":4.19184,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":1.17269,"eq_ellipse_oblate_vol_ch_1":219.27529,"eq_ellipse_prolate_vol_ch_1":186.98496,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.40801,"fiber_align_2_ch_4":1.55966,"fiber_length_ch_1":13.47011,"fiber_width_ch_1":13.47011,"inten_cooc_asm_ch_3":0.27446,"inten_cooc_asm_ch_4":0.22076,"inten_cooc_contrast_ch_3":1.14732,"inten_cooc_contrast_ch_4":2.03689,"inten_cooc_entropy_ch_3":3.497,"inten_cooc_entropy_ch_4":4.03825,"inten_cooc_max_ch_3":0.52071,"inten_cooc_max_ch_4":0.47337,"kurt_inten_ch_1":-0.7882,"kurt_inten_ch_3":3.85834,"kurt_inten_ch_4":0.88769,"length_ch_1":17.43281,"neighbor_avg_dist_ch_1":212.76082,"neighbor_min_dist_ch_1":14.76559,"neighbor_var_dist_ch_1":95.06443,"perim_ch_1":53.88045,"shape_bfr_ch_1":0.74991,"shape_lwr_ch_1":1.18811,"shape_p_2_a_ch_1":1.15393,"skew_inten_ch_1":0.08076,"skew_inten_ch_3":2.15314,"skew_inten_ch_4":1.29573,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":35705,"total_inten_ch_2":66857,"total_inten_ch_3":15272,"total_inten_ch_4":18897,"var_inten_ch_1":101.90791,"var_inten_ch_3":160.02659,"var_inten_ch_4":139.21331,"width_ch_1":14.67278}
{"case":"Test","class":"PS","angle_ch_1":10.03237,"area_ch_1":394,"avg_inten_ch_1":31.25532,"avg_inten_ch_2":25.02926,"avg_inten_ch_3":67.39894,"avg_inten_ch_4":58.02394,"convex_hull_area_ratio_ch_1":1.72705,"convex_hull_perim_ratio_ch_1":0.74187,"diff_inten_density_ch_1":38.86103,"diff_inten_density_ch_3":51.02719,"diff_inten_density_ch_4":42.8429,"entropy_inten_ch_1":6.01079,"entropy_inten_ch_3":6.92766,"entropy_inten_ch_4":5.64427,"eq_circ_diam_ch_1":22.40104,"eq_ellipse_lwr_ch_1":1.37345,"eq_ellipse_oblate_vol_ch_1":698.8917,"eq_ellipse_prolate_vol_ch_1":508.85817,"eq_sphere_area_ch_1":1576.47166,"eq_sphere_vol_ch_1":5885.76697,"fiber_align_2_ch_3":1.49889,"fiber_align_2_ch_4":1.34021,"fiber_length_ch_1":68.31914,"fiber_width_ch_1":6.18303,"inten_cooc_asm_ch_3":0.00705,"inten_cooc_asm_ch_4":0.06537,"inten_cooc_contrast_ch_3":15.14526,"inten_cooc_contrast_ch_4":5.50926,"inten_cooc_entropy_ch_3":7.54926,"inten_cooc_entropy_ch_4":5.93416,"inten_cooc_max_ch_3":0.03604,"inten_cooc_max_ch_4":0.2462,"kurt_inten_ch_1":0.33997,"kurt_inten_ch_3":0.95278,"kurt_inten_ch_4":-0.42949,"length_ch_1":40.15537,"neighbor_avg_dist_ch_1":260.12045,"neighbor_min_dist_ch_1":21.91048,"neighbor_var_dist_ch_1":124.9621,"perim_ch_1":149.00432,"shape_bfr_ch_1":0.32839,"shape_lwr_ch_1":1.34353,"shape_p_2_a_ch_1":4.18256,"skew_inten_ch_1":0.65494,"skew_inten_ch_3":0.9264,"skew_inten_ch_4":0.79442,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":11752,"total_inten_ch_2":9036,"total_inten_ch_3":25342,"total_inten_ch_4":21817,"var_inten_ch_1":20.76614,"var_inten_ch_3":47.88901,"var_inten_ch_4":60.66964,"width_ch_1":29.88794}
{"case":"Test","class":"PS","angle_ch_1":119.66715,"area_ch_1":220,"avg_inten_ch_1":42.76667,"avg_inten_ch_2":612.60952,"avg_inten_ch_3":68.42857,"avg_inten_ch_4":96.71905,"convex_hull_area_ratio_ch_1":1.28234,"convex_hull_perim_ratio_ch_1":0.86934,"diff_inten_density_ch_1":44.83957,"diff_inten_density_ch_3":54.88235,"diff_inten_density_ch_4":62.03743,"entropy_inten_ch_1":6.1201,"entropy_inten_ch_3":5.4365,"entropy_inten_ch_4":4.78713,"eq_circ_diam_ch_1":16.7411,"eq_ellipse_lwr_ch_1":1.8107,"eq_ellipse_oblate_vol_ch_1":334.94564,"eq_ellipse_prolate_vol_ch_1":184.9808,"eq_sphere_area_ch_1":880.47619,"eq_sphere_vol_ch_1":2456.68932,"fiber_align_2_ch_3":1.48834,"fiber_align_2_ch_4":1.57347,"fiber_length_ch_1":32.13775,"fiber_width_ch_1":7.24877,"inten_cooc_asm_ch_3":0.06157,"inten_cooc_asm_ch_4":0.13087,"inten_cooc_contrast_ch_3":8.25739,"inten_cooc_contrast_ch_4":2.77746,"inten_cooc_entropy_ch_3":5.96181,"inten_cooc_entropy_ch_4":4.82198,"inten_cooc_max_ch_3":0.24868,"inten_cooc_max_ch_4":0.35135,"kurt_inten_ch_1":-0.40287,"kurt_inten_ch_3":0.09274,"kurt_inten_ch_4":-0.02231,"length_ch_1":25.77612,"neighbor_avg_dist_ch_1":238.67563,"neighbor_min_dist_ch_1":23.0982,"neighbor_var_dist_ch_1":117.31296,"perim_ch_1":78.77306,"shape_bfr_ch_1":0.50188,"shape_lwr_ch_1":1.51489,"shape_p_2_a_ch_1":2.11964,"skew_inten_ch_1":0.40867,"skew_inten_ch_3":0.79226,"skew_inten_ch_4":1.04923,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8981,"total_inten_ch_2":128439,"total_inten_ch_3":14370,"total_inten_ch_4":20311,"var_inten_ch_1":25.37674,"var_inten_ch_3":64.30543,"var_inten_ch_4":119.89123,"width_ch_1":17.01516}
{"case":"Train","class":"PS","angle_ch_1":102.84417,"area_ch_1":344,"avg_inten_ch_1":35.61702,"avg_inten_ch_2":153.6231,"avg_inten_ch_3":53.43465,"avg_inten_ch_4":263.8845,"convex_hull_area_ratio_ch_1":1.43161,"convex_hull_perim_ratio_ch_1":0.80099,"diff_inten_density_ch_1":43.63014,"diff_inten_density_ch_3":55.2226,"diff_inten_density_ch_4":184.57534,"entropy_inten_ch_1":6.04027,"entropy_inten_ch_3":5.72181,"entropy_inten_ch_4":6.11241,"eq_circ_diam_ch_1":20.95425,"eq_ellipse_lwr_ch_1":2.54556,"eq_ellipse_oblate_vol_ch_1":778.76632,"eq_ellipse_prolate_vol_ch_1":305.93111,"eq_sphere_area_ch_1":1379.4127,"eq_sphere_vol_ch_1":4817.427,"fiber_align_2_ch_3":1.69047,"fiber_align_2_ch_4":1.77614,"fiber_length_ch_1":53.52428,"fiber_width_ch_1":6.90803,"inten_cooc_asm_ch_3":0.04316,"inten_cooc_asm_ch_4":0.06809,"inten_cooc_contrast_ch_3":9.28526,"inten_cooc_contrast_ch_4":5.75006,"inten_cooc_entropy_ch_3":6.35511,"inten_cooc_entropy_ch_4":5.85658,"inten_cooc_max_ch_3":0.20401,"inten_cooc_max_ch_4":0.25753,"kurt_inten_ch_1":5.54412,"kurt_inten_ch_3":4.73368,"kurt_inten_ch_4":-0.50819,"length_ch_1":39.75204,"neighbor_avg_dist_ch_1":267.13274,"neighbor_min_dist_ch_1":20.57832,"neighbor_var_dist_ch_1":118.72314,"perim_ch_1":120.86463,"shape_bfr_ch_1":0.42123,"shape_lwr_ch_1":1.93021,"shape_p_2_a_ch_1":3.14399,"skew_inten_ch_1":1.68135,"skew_inten_ch_3":2.06612,"skew_inten_ch_4":0.72053,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":11718,"total_inten_ch_2":50214,"total_inten_ch_3":17580,"total_inten_ch_4":86818,"var_inten_ch_1":26.13675,"var_inten_ch_3":70.4719,"var_inten_ch_4":261.02607,"width_ch_1":20.59467}
{"case":"Train","class":"PS","angle_ch_1":56.17008,"area_ch_1":172,"avg_inten_ch_1":156.98182,"avg_inten_ch_2":8.38182,"avg_inten_ch_3":334.79394,"avg_inten_ch_4":594.93939,"convex_hull_area_ratio_ch_1":1.4188,"convex_hull_perim_ratio_ch_1":0.8781,"diff_inten_density_ch_1":99.85121,"diff_inten_density_ch_3":184.3564,"diff_inten_density_ch_4":290.61246,"entropy_inten_ch_1":7.01617,"entropy_inten_ch_3":7.0732,"entropy_inten_ch_4":6.5408,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":1.70875,"eq_ellipse_oblate_vol_ch_1":226.61386,"eq_ellipse_prolate_vol_ch_1":132.61983,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.07889,"fiber_align_2_ch_4":1.58891,"fiber_length_ch_1":29.42789,"fiber_width_ch_1":6.2511,"inten_cooc_asm_ch_3":0.00894,"inten_cooc_asm_ch_4":0.01698,"inten_cooc_contrast_ch_3":8.77158,"inten_cooc_contrast_ch_4":7.90084,"inten_cooc_entropy_ch_3":6.99276,"inten_cooc_entropy_ch_4":6.43409,"inten_cooc_max_ch_3":0.02083,"inten_cooc_max_ch_4":0.08966,"kurt_inten_ch_1":-0.46659,"kurt_inten_ch_3":-0.56461,"kurt_inten_ch_4":-0.89913,"length_ch_1":22.72732,"neighbor_avg_dist_ch_1":201.34628,"neighbor_min_dist_ch_1":27.85063,"neighbor_var_dist_ch_1":80.31773,"perim_ch_1":71.35797,"shape_bfr_ch_1":0.47817,"shape_lwr_ch_1":1.42809,"shape_p_2_a_ch_1":2.20271,"skew_inten_ch_1":0.64671,"skew_inten_ch_3":0.66237,"skew_inten_ch_4":-0.23332,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":25902,"total_inten_ch_2":1219,"total_inten_ch_3":55241,"total_inten_ch_4":98165,"var_inten_ch_1":105.09767,"var_inten_ch_3":239.29101,"var_inten_ch_4":366.6021,"width_ch_1":15.91453}
{"case":"Train","class":"WS","angle_ch_1":147.77262,"area_ch_1":558,"avg_inten_ch_1":257.57223,"avg_inten_ch_2":231.53283,"avg_inten_ch_3":329.51595,"avg_inten_ch_4":339.36961,"convex_hull_area_ratio_ch_1":1.07532,"convex_hull_perim_ratio_ch_1":0.91227,"diff_inten_density_ch_1":151.4175,"diff_inten_density_ch_3":218.10736,"diff_inten_density_ch_4":170.16501,"entropy_inten_ch_1":8.07652,"entropy_inten_ch_3":5.23152,"entropy_inten_ch_4":7.64449,"eq_circ_diam_ch_1":26.67091,"eq_ellipse_lwr_ch_1":1.51776,"eq_ellipse_oblate_vol_ch_1":1239.97685,"eq_ellipse_prolate_vol_ch_1":816.97949,"eq_sphere_area_ch_1":2234.73243,"eq_sphere_vol_ch_1":9933.72446,"fiber_align_2_ch_3":1.34576,"fiber_align_2_ch_4":1.15463,"fiber_length_ch_1":33.27809,"fiber_width_ch_1":17.35528,"inten_cooc_asm_ch_3":0.18862,"inten_cooc_asm_ch_4":0.02034,"inten_cooc_contrast_ch_3":1.4983,"inten_cooc_contrast_ch_4":5.53945,"inten_cooc_entropy_ch_3":4.35414,"inten_cooc_entropy_ch_4":6.77516,"inten_cooc_max_ch_3":0.43426,"inten_cooc_max_ch_4":0.11905,"kurt_inten_ch_1":3.521,"kurt_inten_ch_3":3.10436,"kurt_inten_ch_4":-0.75111,"length_ch_1":34.62381,"neighbor_avg_dist_ch_1":316.32833,"neighbor_min_dist_ch_1":65.02601,"neighbor_var_dist_ch_1":126.622,"perim_ch_1":101.26673,"shape_bfr_ch_1":0.65824,"shape_lwr_ch_1":1.41244,"shape_p_2_a_ch_1":1.41296,"skew_inten_ch_1":1.92623,"skew_inten_ch_3":1.94002,"skew_inten_ch_4":0.53666,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":137286,"total_inten_ch_2":122875,"total_inten_ch_3":175632,"total_inten_ch_4":180884,"var_inten_ch_1":219.84051,"var_inten_ch_3":538.87836,"var_inten_ch_4":283.70492,"width_ch_1":24.51353}
{"case":"Test","class":"PS","angle_ch_1":60.3371,"area_ch_1":216,"avg_inten_ch_1":43.27536,"avg_inten_ch_2":22.97101,"avg_inten_ch_3":89.57005,"avg_inten_ch_4":135.4686,"convex_hull_area_ratio_ch_1":1.37868,"convex_hull_perim_ratio_ch_1":0.84299,"diff_inten_density_ch_1":50.52329,"diff_inten_density_ch_3":86.77534,"diff_inten_density_ch_4":96.98356,"entropy_inten_ch_1":6.22311,"entropy_inten_ch_3":6.75908,"entropy_inten_ch_4":6.57034,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":1.59185,"eq_ellipse_oblate_vol_ch_1":307.34676,"eq_ellipse_prolate_vol_ch_1":193.07476,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.71719,"fiber_align_2_ch_4":1.83775,"fiber_length_ch_1":35.57307,"fiber_width_ch_1":6.49719,"inten_cooc_asm_ch_3":0.00727,"inten_cooc_asm_ch_4":0.01094,"inten_cooc_contrast_ch_3":19.67481,"inten_cooc_contrast_ch_4":13.64528,"inten_cooc_entropy_ch_3":7.35699,"inten_cooc_entropy_ch_4":6.97955,"inten_cooc_max_ch_3":0.02514,"inten_cooc_max_ch_4":0.06452,"kurt_inten_ch_1":1.28044,"kurt_inten_ch_3":1.94088,"kurt_inten_ch_4":-0.67883,"length_ch_1":26.02342,"neighbor_avg_dist_ch_1":298.25961,"neighbor_min_dist_ch_1":31.2052,"neighbor_var_dist_ch_1":133.1879,"perim_ch_1":84.14052,"shape_bfr_ch_1":0.41807,"shape_lwr_ch_1":1.30487,"shape_p_2_a_ch_1":2.43754,"skew_inten_ch_1":1.11057,"skew_inten_ch_3":1.33543,"skew_inten_ch_4":0.35014,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8958,"total_inten_ch_2":4549,"total_inten_ch_3":18541,"total_inten_ch_4":28042,"var_inten_ch_1":32.26845,"var_inten_ch_3":72.68889,"var_inten_ch_4":99.53199,"width_ch_1":19.94326}
{"case":"Train","class":"PS","angle_ch_1":72.06809,"area_ch_1":540,"avg_inten_ch_1":25.48062,"avg_inten_ch_2":114.01357,"avg_inten_ch_3":36.21124,"avg_inten_ch_4":26.5814,"convex_hull_area_ratio_ch_1":1.5989,"convex_hull_perim_ratio_ch_1":0.72668,"diff_inten_density_ch_1":36.5836,"diff_inten_density_ch_3":28.65912,"diff_inten_density_ch_4":34.10464,"entropy_inten_ch_1":5.76155,"entropy_inten_ch_3":5.39789,"entropy_inten_ch_4":4.03175,"eq_circ_diam_ch_1":26.24213,"eq_ellipse_lwr_ch_1":2.15181,"eq_ellipse_oblate_vol_ch_1":1406.3655,"eq_ellipse_prolate_vol_ch_1":653.57285,"eq_sphere_area_ch_1":2163.45578,"eq_sphere_vol_ch_1":9462.28116,"fiber_align_2_ch_3":1.36552,"fiber_align_2_ch_4":1.4026,"fiber_length_ch_1":79.05297,"fiber_width_ch_1":7.223,"inten_cooc_asm_ch_3":0.07942,"inten_cooc_asm_ch_4":0.21006,"inten_cooc_contrast_ch_3":6.15104,"inten_cooc_contrast_ch_4":4.65452,"inten_cooc_entropy_ch_3":5.84875,"inten_cooc_entropy_ch_4":4.3344,"inten_cooc_max_ch_3":0.27802,"inten_cooc_max_ch_4":0.45474,"kurt_inten_ch_1":0.28706,"kurt_inten_ch_3":-0.05541,"kurt_inten_ch_4":4.0479,"length_ch_1":47.24396,"neighbor_avg_dist_ch_1":251.16311,"neighbor_min_dist_ch_1":27.96331,"neighbor_var_dist_ch_1":118.51038,"perim_ch_1":172.55194,"shape_bfr_ch_1":0.41975,"shape_lwr_ch_1":1.73219,"shape_p_2_a_ch_1":4.14946,"skew_inten_ch_1":0.78007,"skew_inten_ch_3":0.91921,"skew_inten_ch_4":2.03788,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":13148,"total_inten_ch_2":58316,"total_inten_ch_3":18685,"total_inten_ch_4":13716,"var_inten_ch_1":20.27747,"var_inten_ch_3":38.09774,"var_inten_ch_4":43.90674,"width_ch_1":27.27413}
{"case":"Test","class":"PS","angle_ch_1":110.9556,"area_ch_1":181,"avg_inten_ch_1":71.50867,"avg_inten_ch_2":146.6763,"avg_inten_ch_3":151.80347,"avg_inten_ch_4":110.37572,"convex_hull_area_ratio_ch_1":1.38153,"convex_hull_perim_ratio_ch_1":0.83349,"diff_inten_density_ch_1":74.73737,"diff_inten_density_ch_3":144.49495,"diff_inten_density_ch_4":89.10101,"entropy_inten_ch_1":6.42288,"entropy_inten_ch_3":6.69582,"entropy_inten_ch_4":5.48613,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":2.88589,"eq_ellipse_oblate_vol_ch_1":316.17747,"eq_ellipse_prolate_vol_ch_1":109.55961,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.78288,"fiber_align_2_ch_4":1.85385,"fiber_length_ch_1":35.2871,"fiber_width_ch_1":5.54732,"inten_cooc_asm_ch_3":0.00951,"inten_cooc_asm_ch_4":0.06368,"inten_cooc_contrast_ch_3":12.57578,"inten_cooc_contrast_ch_4":7.27871,"inten_cooc_entropy_ch_3":7.01627,"inten_cooc_entropy_ch_4":5.86494,"inten_cooc_max_ch_3":0.03401,"inten_cooc_max_ch_4":0.24,"kurt_inten_ch_1":2.51574,"kurt_inten_ch_3":2.41578,"kurt_inten_ch_4":-0.83165,"length_ch_1":28.66239,"neighbor_avg_dist_ch_1":256.55405,"neighbor_min_dist_ch_1":28.52003,"neighbor_var_dist_ch_1":116.2738,"perim_ch_1":81.66883,"shape_bfr_ch_1":0.49445,"shape_lwr_ch_1":2.24006,"shape_p_2_a_ch_1":2.71145,"skew_inten_ch_1":1.65666,"skew_inten_ch_3":1.65825,"skew_inten_ch_4":0.61325,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":12371,"total_inten_ch_2":25203,"total_inten_ch_3":26262,"total_inten_ch_4":19095,"var_inten_ch_1":77.03926,"var_inten_ch_3":173.18424,"var_inten_ch_4":106.88383,"width_ch_1":12.79536}
{"case":"Test","class":"PS","angle_ch_1":24.06017,"area_ch_1":160,"avg_inten_ch_1":45.8366,"avg_inten_ch_2":162.14379,"avg_inten_ch_3":81.14379,"avg_inten_ch_4":76.0915,"convex_hull_area_ratio_ch_1":1.14065,"convex_hull_perim_ratio_ch_1":0.92199,"diff_inten_density_ch_1":45.54815,"diff_inten_density_ch_3":68.4963,"diff_inten_density_ch_4":52.31111,"entropy_inten_ch_1":6.12711,"entropy_inten_ch_3":6.13632,"entropy_inten_ch_4":4.36884,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":2.68749,"eq_ellipse_oblate_vol_ch_1":253.76532,"eq_ellipse_prolate_vol_ch_1":94.42459,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.89327,"fiber_align_2_ch_4":1.56462,"fiber_length_ch_1":24.25842,"fiber_width_ch_1":6.98908,"inten_cooc_asm_ch_3":0.01141,"inten_cooc_asm_ch_4":0.1785,"inten_cooc_contrast_ch_3":15.62912,"inten_cooc_contrast_ch_4":3.35192,"inten_cooc_entropy_ch_3":6.92202,"inten_cooc_entropy_ch_4":4.48262,"inten_cooc_max_ch_3":0.06429,"inten_cooc_max_ch_4":0.41538,"kurt_inten_ch_1":-0.64989,"kurt_inten_ch_3":-0.63325,"kurt_inten_ch_4":-0.91189,"length_ch_1":24.74092,"neighbor_avg_dist_ch_1":283.66331,"neighbor_min_dist_ch_1":21.37777,"neighbor_var_dist_ch_1":126.85449,"perim_ch_1":62.495,"shape_bfr_ch_1":0.58211,"shape_lwr_ch_1":2.22182,"shape_p_2_a_ch_1":1.83314,"skew_inten_ch_1":0.57704,"skew_inten_ch_3":0.31871,"skew_inten_ch_4":0.69873,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7013,"total_inten_ch_2":24656,"total_inten_ch_3":12415,"total_inten_ch_4":11642,"var_inten_ch_1":31.82724,"var_inten_ch_3":58.85114,"var_inten_ch_4":87.43882,"width_ch_1":11.13544}
{"case":"Test","class":"PS","angle_ch_1":151.16689,"area_ch_1":213,"avg_inten_ch_1":135.83824,"avg_inten_ch_2":364.18627,"avg_inten_ch_3":252.46569,"avg_inten_ch_4":456.34804,"convex_hull_area_ratio_ch_1":1.22775,"convex_hull_perim_ratio_ch_1":0.92899,"diff_inten_density_ch_1":75.19126,"diff_inten_density_ch_3":137.35519,"diff_inten_density_ch_4":164.89071,"entropy_inten_ch_1":7.0827,"entropy_inten_ch_3":6.63157,"entropy_inten_ch_4":6.66885,"eq_circ_diam_ch_1":16.5002,"eq_ellipse_lwr_ch_1":2.08649,"eq_ellipse_oblate_vol_ch_1":344.25107,"eq_ellipse_prolate_vol_ch_1":164.99026,"eq_sphere_area_ch_1":855.31973,"eq_sphere_vol_ch_1":2352.1583,"fiber_align_2_ch_3":1.49295,"fiber_align_2_ch_4":1.26389,"fiber_length_ch_1":26.84883,"fiber_width_ch_1":8.44246,"inten_cooc_asm_ch_3":0.02259,"inten_cooc_asm_ch_4":0.02623,"inten_cooc_contrast_ch_3":7.22404,"inten_cooc_contrast_ch_4":3.88251,"inten_cooc_entropy_ch_3":6.49975,"inten_cooc_entropy_ch_4":6.31077,"inten_cooc_max_ch_3":0.12568,"inten_cooc_max_ch_4":0.13661,"kurt_inten_ch_1":-0.19722,"kurt_inten_ch_3":0.69031,"kurt_inten_ch_4":-1.20956,"length_ch_1":25.747,"neighbor_avg_dist_ch_1":225.68298,"neighbor_min_dist_ch_1":46.19639,"neighbor_var_dist_ch_1":107.44469,"perim_ch_1":70.58258,"shape_bfr_ch_1":0.57313,"shape_lwr_ch_1":1.7768,"shape_p_2_a_ch_1":1.74899,"skew_inten_ch_1":0.35481,"skew_inten_ch_3":0.57184,"skew_inten_ch_4":-0.07844,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":27711,"total_inten_ch_2":74091,"total_inten_ch_3":51503,"total_inten_ch_4":93095,"var_inten_ch_1":78.98044,"var_inten_ch_3":192.82908,"var_inten_ch_4":311.11091,"width_ch_1":14.49062}
{"case":"Train","class":"PS","angle_ch_1":114.33919,"area_ch_1":161,"avg_inten_ch_1":65.07792,"avg_inten_ch_2":361.75325,"avg_inten_ch_3":11.98052,"avg_inten_ch_4":86.37013,"convex_hull_area_ratio_ch_1":1.06084,"convex_hull_perim_ratio_ch_1":0.96139,"diff_inten_density_ch_1":51.11511,"diff_inten_density_ch_3":17.09353,"diff_inten_density_ch_4":52.82734,"entropy_inten_ch_1":6.46452,"entropy_inten_ch_3":3.27513,"entropy_inten_ch_4":6.59293,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.34243,"eq_ellipse_oblate_vol_ch_1":181.11234,"eq_ellipse_prolate_vol_ch_1":134.91407,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.70793,"fiber_align_2_ch_4":1.67518,"fiber_length_ch_1":16.29717,"fiber_width_ch_1":10.30681,"inten_cooc_asm_ch_3":0.22469,"inten_cooc_asm_ch_4":0.00861,"inten_cooc_contrast_ch_3":4.94086,"inten_cooc_contrast_ch_4":10.28982,"inten_cooc_entropy_ch_3":4.0945,"inten_cooc_entropy_ch_4":7.06917,"inten_cooc_max_ch_3":0.47518,"inten_cooc_max_ch_4":0.0219,"kurt_inten_ch_1":-0.64015,"kurt_inten_ch_3":4.99261,"kurt_inten_ch_4":-0.59759,"length_ch_1":18.30064,"neighbor_avg_dist_ch_1":272.23133,"neighbor_min_dist_ch_1":16.18785,"neighbor_var_dist_ch_1":122.15194,"perim_ch_1":53.20796,"shape_bfr_ch_1":0.60174,"shape_lwr_ch_1":1.24848,"shape_p_2_a_ch_1":1.34123,"skew_inten_ch_1":0.21392,"skew_inten_ch_3":2.1616,"skew_inten_ch_4":0.4975,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":10022,"total_inten_ch_2":55557,"total_inten_ch_3":1845,"total_inten_ch_4":13301,"var_inten_ch_1":34.9522,"var_inten_ch_3":20.24187,"var_inten_ch_4":60.11277,"width_ch_1":14.6583}
{"case":"Test","class":"WS","angle_ch_1":94.00315,"area_ch_1":327,"avg_inten_ch_1":109.43269,"avg_inten_ch_2":252.33013,"avg_inten_ch_3":220.07692,"avg_inten_ch_4":553.80449,"convex_hull_area_ratio_ch_1":1.11146,"convex_hull_perim_ratio_ch_1":0.92766,"diff_inten_density_ch_1":83.6931,"diff_inten_density_ch_3":164.65172,"diff_inten_density_ch_4":346.75172,"entropy_inten_ch_1":7.00304,"entropy_inten_ch_3":6.53482,"entropy_inten_ch_4":7.6035,"eq_circ_diam_ch_1":20.4057,"eq_ellipse_lwr_ch_1":1.18337,"eq_ellipse_oblate_vol_ch_1":490.35758,"eq_ellipse_prolate_vol_ch_1":414.37543,"eq_sphere_area_ch_1":1308.13605,"eq_sphere_vol_ch_1":4448.90556,"fiber_align_2_ch_3":1.51703,"fiber_align_2_ch_4":1.0195,"fiber_length_ch_1":24.79727,"fiber_width_ch_1":13.65328,"inten_cooc_asm_ch_3":0.05051,"inten_cooc_asm_ch_4":0.00869,"inten_cooc_contrast_ch_3":5.84382,"inten_cooc_contrast_ch_4":13.23333,"inten_cooc_entropy_ch_3":6.19141,"inten_cooc_entropy_ch_4":7.25806,"inten_cooc_max_ch_3":0.21181,"inten_cooc_max_ch_4":0.04861,"kurt_inten_ch_1":3.75518,"kurt_inten_ch_3":3.82231,"kurt_inten_ch_4":-0.2761,"length_ch_1":24.79737,"neighbor_avg_dist_ch_1":189.14338,"neighbor_min_dist_ch_1":38.85084,"neighbor_var_dist_ch_1":77.94173,"perim_ch_1":76.9011,"shape_bfr_ch_1":0.62807,"shape_lwr_ch_1":1.18094,"shape_p_2_a_ch_1":1.38999,"skew_inten_ch_1":1.83463,"skew_inten_ch_3":1.91102,"skew_inten_ch_4":0.42952,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":34143,"total_inten_ch_2":78416,"total_inten_ch_3":68664,"total_inten_ch_4":172787,"var_inten_ch_1":106.36419,"var_inten_ch_3":261.66184,"var_inten_ch_4":391.49054,"width_ch_1":20.99802}
{"case":"Test","class":"PS","angle_ch_1":106.65939,"area_ch_1":641,"avg_inten_ch_1":35.39216,"avg_inten_ch_2":75.81863,"avg_inten_ch_3":54.09967,"avg_inten_ch_4":147.59314,"convex_hull_area_ratio_ch_1":1.60545,"convex_hull_perim_ratio_ch_1":0.78268,"diff_inten_density_ch_1":45.88057,"diff_inten_density_ch_3":48.24955,"diff_inten_density_ch_4":97.57754,"entropy_inten_ch_1":6.18187,"entropy_inten_ch_3":6.37808,"entropy_inten_ch_4":7.22381,"eq_circ_diam_ch_1":28.57919,"eq_ellipse_lwr_ch_1":2.70149,"eq_ellipse_oblate_vol_ch_1":2035.40376,"eq_ellipse_prolate_vol_ch_1":753.43674,"eq_sphere_area_ch_1":2565.95918,"eq_sphere_vol_ch_1":12222.17307,"fiber_align_2_ch_3":1.45906,"fiber_align_2_ch_4":1.60031,"fiber_length_ch_1":75.80466,"fiber_width_ch_1":8.88414,"inten_cooc_asm_ch_3":0.02241,"inten_cooc_asm_ch_4":0.01755,"inten_cooc_contrast_ch_3":12.81494,"inten_cooc_contrast_ch_4":7.96193,"inten_cooc_entropy_ch_3":7.07867,"inten_cooc_entropy_ch_4":6.90866,"inten_cooc_max_ch_3":0.13382,"inten_cooc_max_ch_4":0.11775,"kurt_inten_ch_1":10.83378,"kurt_inten_ch_3":16.23038,"kurt_inten_ch_4":-0.37247,"length_ch_1":50.40903,"neighbor_avg_dist_ch_1":309.37128,"neighbor_min_dist_ch_1":41.46113,"neighbor_var_dist_ch_1":117.48999,"perim_ch_1":169.37761,"shape_bfr_ch_1":0.44762,"shape_lwr_ch_1":1.77313,"shape_p_2_a_ch_1":3.38991,"skew_inten_ch_1":2.56157,"skew_inten_ch_3":3.15617,"skew_inten_ch_4":0.64577,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":21660,"total_inten_ch_2":45790,"total_inten_ch_3":33109,"total_inten_ch_4":90327,"var_inten_ch_1":31.90299,"var_inten_ch_3":60.89269,"var_inten_ch_4":126.78918,"width_ch_1":28.42938}
{"case":"Test","class":"PS","angle_ch_1":51.84516,"area_ch_1":612,"avg_inten_ch_1":191.11473,"avg_inten_ch_2":143.59418,"avg_inten_ch_3":27.80137,"avg_inten_ch_4":32.34418,"convex_hull_area_ratio_ch_1":1.43234,"convex_hull_perim_ratio_ch_1":0.85924,"diff_inten_density_ch_1":84.30258,"diff_inten_density_ch_3":17.73985,"diff_inten_density_ch_4":20.65867,"entropy_inten_ch_1":8.10314,"entropy_inten_ch_3":3.79392,"entropy_inten_ch_4":3.41654,"eq_circ_diam_ch_1":27.91777,"eq_ellipse_lwr_ch_1":2.91776,"eq_ellipse_oblate_vol_ch_1":1971.81103,"eq_ellipse_prolate_vol_ch_1":675.79714,"eq_sphere_area_ch_1":2448.56236,"eq_sphere_vol_ch_1":11393.06477,"fiber_align_2_ch_3":1.01052,"fiber_align_2_ch_4":1.05014,"fiber_length_ch_1":61.8043,"fiber_width_ch_1":10.27761,"inten_cooc_asm_ch_3":0.29926,"inten_cooc_asm_ch_4":0.37416,"inten_cooc_contrast_ch_3":1.16959,"inten_cooc_contrast_ch_4":0.70993,"inten_cooc_entropy_ch_3":3.47738,"inten_cooc_entropy_ch_4":2.94395,"inten_cooc_max_ch_3":0.54596,"inten_cooc_max_ch_4":0.61296,"kurt_inten_ch_1":-0.30446,"kurt_inten_ch_3":5.50482,"kurt_inten_ch_4":1.11863,"length_ch_1":49.28011,"neighbor_avg_dist_ch_1":217.25451,"neighbor_min_dist_ch_1":31.85348,"neighbor_var_dist_ch_1":86.04787,"perim_ch_1":144.16383,"shape_bfr_ch_1":0.51925,"shape_lwr_ch_1":2.06,"shape_p_2_a_ch_1":2.60369,"skew_inten_ch_1":0.67467,"skew_inten_ch_3":2.42664,"skew_inten_ch_4":1.58332,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":13,"total_inten_ch_1":111611,"total_inten_ch_2":83276,"total_inten_ch_3":16236,"total_inten_ch_4":18889,"var_inten_ch_1":144.10992,"var_inten_ch_3":52.51065,"var_inten_ch_4":56.08744,"width_ch_1":23.92241}
{"case":"Test","class":"PS","angle_ch_1":142.61925,"area_ch_1":179,"avg_inten_ch_1":67.91228,"avg_inten_ch_2":228.50292,"avg_inten_ch_3":6.63158,"avg_inten_ch_4":2.53216,"convex_hull_area_ratio_ch_1":1.06723,"convex_hull_perim_ratio_ch_1":0.95924,"diff_inten_density_ch_1":66.31613,"diff_inten_density_ch_3":13.03226,"diff_inten_density_ch_4":4.94194,"entropy_inten_ch_1":6.54771,"entropy_inten_ch_3":2.87262,"entropy_inten_ch_4":0.97926,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":1.90702,"eq_ellipse_oblate_vol_ch_1":252.57685,"eq_ellipse_prolate_vol_ch_1":132.44571,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1.46958,"fiber_align_2_ch_4":1.62634,"fiber_length_ch_1":17.68313,"fiber_width_ch_1":10.58078,"inten_cooc_asm_ch_3":0.24113,"inten_cooc_asm_ch_4":0.74463,"inten_cooc_contrast_ch_3":5.91051,"inten_cooc_contrast_ch_4":0.21337,"inten_cooc_entropy_ch_3":3.86014,"inten_cooc_entropy_ch_4":1.00376,"inten_cooc_max_ch_3":0.48701,"inten_cooc_max_ch_4":0.86538,"kurt_inten_ch_1":-0.71325,"kurt_inten_ch_3":3.92486,"kurt_inten_ch_4":32.07286,"length_ch_1":21.91048,"neighbor_avg_dist_ch_1":339.8138,"neighbor_min_dist_ch_1":29.81378,"neighbor_var_dist_ch_1":129.73633,"perim_ch_1":56.5278,"shape_bfr_ch_1":0.63562,"shape_lwr_ch_1":1.70241,"shape_p_2_a_ch_1":1.35905,"skew_inten_ch_1":0.18214,"skew_inten_ch_3":2.0738,"skew_inten_ch_4":5.34328,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":11613,"total_inten_ch_2":38904,"total_inten_ch_3":1134,"total_inten_ch_4":433,"var_inten_ch_1":34.77713,"var_inten_ch_3":11.82469,"var_inten_ch_4":9.85407,"width_ch_1":12.87028}
{"case":"Train","class":"PS","angle_ch_1":85.62887,"area_ch_1":194,"avg_inten_ch_1":39.76344,"avg_inten_ch_2":80.94086,"avg_inten_ch_3":32.52151,"avg_inten_ch_4":254.3172,"convex_hull_area_ratio_ch_1":1.34606,"convex_hull_perim_ratio_ch_1":0.91903,"diff_inten_density_ch_1":44.52174,"diff_inten_density_ch_3":24.97516,"diff_inten_density_ch_4":133.07453,"entropy_inten_ch_1":6.08915,"entropy_inten_ch_3":5.6837,"entropy_inten_ch_4":6.99573,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":4.73283,"eq_ellipse_oblate_vol_ch_1":451.38923,"eq_ellipse_prolate_vol_ch_1":95.37416,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.47944,"fiber_align_2_ch_4":1.68587,"fiber_length_ch_1":38.87049,"fiber_width_ch_1":5.29884,"inten_cooc_asm_ch_3":0.0077,"inten_cooc_asm_ch_4":0.01075,"inten_cooc_contrast_ch_3":17.93083,"inten_cooc_contrast_ch_4":10.29149,"inten_cooc_entropy_ch_3":7.26707,"inten_cooc_entropy_ch_4":6.99269,"inten_cooc_max_ch_3":0.02339,"inten_cooc_max_ch_4":0.05298,"kurt_inten_ch_1":-0.67431,"kurt_inten_ch_3":1.00709,"kurt_inten_ch_4":-0.94107,"length_ch_1":36.27532,"neighbor_avg_dist_ch_1":212.02243,"neighbor_min_dist_ch_1":12.3283,"neighbor_var_dist_ch_1":89.22184,"perim_ch_1":88.33866,"shape_bfr_ch_1":0.53954,"shape_lwr_ch_1":3.6416,"shape_p_2_a_ch_1":3.01501,"skew_inten_ch_1":0.2377,"skew_inten_ch_3":0.54761,"skew_inten_ch_4":-0.11018,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7396,"total_inten_ch_2":14870,"total_inten_ch_3":6049,"total_inten_ch_4":47303,"var_inten_ch_1":23.98718,"var_inten_ch_3":20.30261,"var_inten_ch_4":148.4786,"width_ch_1":9.96137}
{"case":"Train","class":"WS","angle_ch_1":20.75521,"area_ch_1":703,"avg_inten_ch_1":38.48733,"avg_inten_ch_2":176.95082,"avg_inten_ch_3":59.08495,"avg_inten_ch_4":81.67958,"convex_hull_area_ratio_ch_1":1.52779,"convex_hull_perim_ratio_ch_1":0.66117,"diff_inten_density_ch_1":43.67322,"diff_inten_density_ch_3":40.60688,"diff_inten_density_ch_4":54.59869,"entropy_inten_ch_1":6.40067,"entropy_inten_ch_3":5.99693,"entropy_inten_ch_4":5.95853,"eq_circ_diam_ch_1":29.92509,"eq_ellipse_lwr_ch_1":2.14306,"eq_ellipse_oblate_vol_ch_1":2081.24073,"eq_ellipse_prolate_vol_ch_1":971.15454,"eq_sphere_area_ch_1":2813.33107,"eq_sphere_vol_ch_1":14031.53152,"fiber_align_2_ch_3":1.38245,"fiber_align_2_ch_4":1.33736,"fiber_length_ch_1":91.38161,"fiber_width_ch_1":8.10099,"inten_cooc_asm_ch_3":0.06598,"inten_cooc_asm_ch_4":0.08169,"inten_cooc_contrast_ch_3":7.63007,"inten_cooc_contrast_ch_4":3.80729,"inten_cooc_entropy_ch_3":6.19576,"inten_cooc_entropy_ch_4":5.62071,"inten_cooc_max_ch_3":0.24919,"inten_cooc_max_ch_4":0.27348,"kurt_inten_ch_1":0.10321,"kurt_inten_ch_3":-0.31181,"kurt_inten_ch_4":4.21601,"length_ch_1":49.87432,"neighbor_avg_dist_ch_1":254.00696,"neighbor_min_dist_ch_1":23.87914,"neighbor_var_dist_ch_1":116.4979,"perim_ch_1":198.96519,"shape_bfr_ch_1":0.4827,"shape_lwr_ch_1":1.70715,"shape_p_2_a_ch_1":4.25545,"skew_inten_ch_1":0.65282,"skew_inten_ch_3":0.6185,"skew_inten_ch_4":1.78995,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":15,"total_inten_ch_1":25825,"total_inten_ch_2":118064,"total_inten_ch_3":39646,"total_inten_ch_4":54807,"var_inten_ch_1":25.48456,"var_inten_ch_3":52.74461,"var_inten_ch_4":100.14788,"width_ch_1":29.21491}
{"case":"Train","class":"WS","angle_ch_1":157.84824,"area_ch_1":180,"avg_inten_ch_1":217.54651,"avg_inten_ch_2":549.72093,"avg_inten_ch_3":201.32558,"avg_inten_ch_4":690.97093,"convex_hull_area_ratio_ch_1":1.0522,"convex_hull_perim_ratio_ch_1":0.95781,"diff_inten_density_ch_1":93.85531,"diff_inten_density_ch_3":110.32476,"diff_inten_density_ch_4":228.56913,"entropy_inten_ch_1":7.01621,"entropy_inten_ch_3":6.82424,"entropy_inten_ch_4":6.92154,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":1.25251,"eq_ellipse_oblate_vol_ch_1":206.49286,"eq_ellipse_prolate_vol_ch_1":164.86307,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.04248,"fiber_align_2_ch_4":1.45491,"fiber_length_ch_1":15.4037,"fiber_width_ch_1":12.38467,"inten_cooc_asm_ch_3":0.00969,"inten_cooc_asm_ch_4":0.01197,"inten_cooc_contrast_ch_3":8.19851,"inten_cooc_contrast_ch_4":9.60948,"inten_cooc_entropy_ch_3":6.9957,"inten_cooc_entropy_ch_4":6.86514,"inten_cooc_max_ch_3":0.03822,"inten_cooc_max_ch_4":0.06494,"kurt_inten_ch_1":-0.85049,"kurt_inten_ch_3":1.37106,"kurt_inten_ch_4":-0.2046,"length_ch_1":19.7706,"neighbor_avg_dist_ch_1":252.70419,"neighbor_min_dist_ch_1":20.27039,"neighbor_var_dist_ch_1":117.61739,"perim_ch_1":55.57675,"shape_bfr_ch_1":0.59285,"shape_lwr_ch_1":1.28533,"shape_p_2_a_ch_1":1.28844,"skew_inten_ch_1":0.08693,"skew_inten_ch_3":1.04832,"skew_inten_ch_4":-0.36307,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":37418,"total_inten_ch_2":94381,"total_inten_ch_3":34628,"total_inten_ch_4":118847,"var_inten_ch_1":103.48443,"var_inten_ch_3":154.32712,"var_inten_ch_4":325.27942,"width_ch_1":15.38172}
{"case":"Test","class":"WS","angle_ch_1":147.96284,"area_ch_1":295,"avg_inten_ch_1":31.89007,"avg_inten_ch_2":178.52837,"avg_inten_ch_3":9.12766,"avg_inten_ch_4":60.57092,"convex_hull_area_ratio_ch_1":1.15798,"convex_hull_perim_ratio_ch_1":0.90245,"diff_inten_density_ch_1":36.47656,"diff_inten_density_ch_3":10.65234,"diff_inten_density_ch_4":40.03125,"entropy_inten_ch_1":5.98412,"entropy_inten_ch_3":3.44648,"entropy_inten_ch_4":5.365,"eq_circ_diam_ch_1":19.39987,"eq_ellipse_lwr_ch_1":2.13018,"eq_ellipse_oblate_vol_ch_1":565.33226,"eq_ellipse_prolate_vol_ch_1":265.39128,"eq_sphere_area_ch_1":1182.35374,"eq_sphere_vol_ch_1":3822.91779,"fiber_align_2_ch_3":1.40906,"fiber_align_2_ch_4":1.22295,"fiber_length_ch_1":32.03671,"fiber_width_ch_1":9.73369,"inten_cooc_asm_ch_3":0.21217,"inten_cooc_asm_ch_4":0.09414,"inten_cooc_contrast_ch_3":3.52123,"inten_cooc_contrast_ch_4":3.89242,"inten_cooc_entropy_ch_3":4.13563,"inten_cooc_entropy_ch_4":5.40687,"inten_cooc_max_ch_3":0.4556,"inten_cooc_max_ch_4":0.30435,"kurt_inten_ch_1":-0.35564,"kurt_inten_ch_3":2.51833,"kurt_inten_ch_4":-1.00743,"length_ch_1":30.38678,"neighbor_avg_dist_ch_1":278.50323,"neighbor_min_dist_ch_1":21.76649,"neighbor_var_dist_ch_1":127.77674,"perim_ch_1":83.54079,"shape_bfr_ch_1":0.5822,"shape_lwr_ch_1":1.81868,"shape_p_2_a_ch_1":1.78098,"skew_inten_ch_1":0.44563,"skew_inten_ch_3":1.84057,"skew_inten_ch_4":0.5976,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8993,"total_inten_ch_2":50064,"total_inten_ch_3":2574,"total_inten_ch_4":17081,"var_inten_ch_1":20.76887,"var_inten_ch_3":15.22938,"var_inten_ch_4":63.28179,"width_ch_1":16.70818}
{"case":"Train","class":"PS","angle_ch_1":163.89492,"area_ch_1":211,"avg_inten_ch_1":46.80693,"avg_inten_ch_2":4.0198,"avg_inten_ch_3":106.82673,"avg_inten_ch_4":48.5,"convex_hull_area_ratio_ch_1":1.3564,"convex_hull_perim_ratio_ch_1":0.89973,"diff_inten_density_ch_1":47.26966,"diff_inten_density_ch_3":71.6236,"diff_inten_density_ch_4":30.14607,"entropy_inten_ch_1":6.2664,"entropy_inten_ch_3":6.90567,"entropy_inten_ch_4":5.1659,"eq_circ_diam_ch_1":16.41912,"eq_ellipse_lwr_ch_1":3.01802,"eq_ellipse_oblate_vol_ch_1":407.95284,"eq_ellipse_prolate_vol_ch_1":135.17216,"eq_sphere_area_ch_1":846.93424,"eq_sphere_vol_ch_1":2317.65266,"fiber_align_2_ch_3":1.50563,"fiber_align_2_ch_4":1.37965,"fiber_length_ch_1":32.14253,"fiber_width_ch_1":7.06834,"inten_cooc_asm_ch_3":0.00832,"inten_cooc_asm_ch_4":0.07478,"inten_cooc_contrast_ch_3":11.58434,"inten_cooc_contrast_ch_4":4.24773,"inten_cooc_entropy_ch_3":7.18738,"inten_cooc_entropy_ch_4":5.5059,"inten_cooc_max_ch_3":0.02557,"inten_cooc_max_ch_4":0.26136,"kurt_inten_ch_1":0.0853,"kurt_inten_ch_3":0.5624,"kurt_inten_ch_4":-1.2223,"length_ch_1":28.41442,"neighbor_avg_dist_ch_1":305.83164,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":131.96686,"perim_ch_1":78.42174,"shape_bfr_ch_1":0.59302,"shape_lwr_ch_1":2.2613,"shape_p_2_a_ch_1":2.15409,"skew_inten_ch_1":0.79303,"skew_inten_ch_3":0.88449,"skew_inten_ch_4":0.37536,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9455,"total_inten_ch_2":611,"total_inten_ch_3":21579,"total_inten_ch_4":9797,"var_inten_ch_1":32.95553,"var_inten_ch_3":76.67635,"var_inten_ch_4":45.59108,"width_ch_1":12.5655}
{"case":"Train","class":"WS","angle_ch_1":20.95683,"area_ch_1":635,"avg_inten_ch_1":753.22112,"avg_inten_ch_2":231.13366,"avg_inten_ch_3":33.17162,"avg_inten_ch_4":166.84158,"convex_hull_area_ratio_ch_1":1.53175,"convex_hull_perim_ratio_ch_1":0.79646,"diff_inten_density_ch_1":255.91219,"diff_inten_density_ch_3":22.33513,"diff_inten_density_ch_4":92.99462,"entropy_inten_ch_1":8.85859,"entropy_inten_ch_3":5.75532,"entropy_inten_ch_4":7.19032,"eq_circ_diam_ch_1":28.43875,"eq_ellipse_lwr_ch_1":1.13023,"eq_ellipse_oblate_vol_ch_1":1297.21839,"eq_ellipse_prolate_vol_ch_1":1147.75152,"eq_sphere_area_ch_1":2540.80272,"eq_sphere_vol_ch_1":12042.87648,"fiber_align_2_ch_3":1.11279,"fiber_align_2_ch_4":1.4565,"fiber_length_ch_1":75.09894,"fiber_width_ch_1":8.79316,"inten_cooc_asm_ch_3":0.04601,"inten_cooc_asm_ch_4":0.03013,"inten_cooc_contrast_ch_3":6.28039,"inten_cooc_contrast_ch_4":5.49286,"inten_cooc_entropy_ch_3":6.37439,"inten_cooc_entropy_ch_4":6.51584,"inten_cooc_max_ch_3":0.20541,"inten_cooc_max_ch_4":0.15508,"kurt_inten_ch_1":-0.90598,"kurt_inten_ch_3":-0.1428,"kurt_inten_ch_4":0.35429,"length_ch_1":47.9878,"neighbor_avg_dist_ch_1":280.11394,"neighbor_min_dist_ch_1":27.64286,"neighbor_var_dist_ch_1":125.14101,"perim_ch_1":167.78421,"shape_bfr_ch_1":0.34741,"shape_lwr_ch_1":1.25949,"shape_p_2_a_ch_1":3.39243,"skew_inten_ch_1":0.18724,"skew_inten_ch_3":0.8644,"skew_inten_ch_4":0.95766,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":456452,"total_inten_ch_2":139462,"total_inten_ch_3":20102,"total_inten_ch_4":101106,"var_inten_ch_1":400.16813,"var_inten_ch_3":32.40218,"var_inten_ch_4":155.49975,"width_ch_1":38.10093}
{"case":"Test","class":"WS","angle_ch_1":95.60789,"area_ch_1":196,"avg_inten_ch_1":137.82888,"avg_inten_ch_2":377.84492,"avg_inten_ch_3":51.34759,"avg_inten_ch_4":259.18717,"convex_hull_area_ratio_ch_1":1.01823,"convex_hull_perim_ratio_ch_1":0.9845,"diff_inten_density_ch_1":69.96793,"diff_inten_density_ch_3":48.58017,"diff_inten_density_ch_4":156.21866,"entropy_inten_ch_1":6.78046,"entropy_inten_ch_3":4.16907,"entropy_inten_ch_4":7.20585,"eq_circ_diam_ch_1":15.79774,"eq_ellipse_lwr_ch_1":1.80344,"eq_ellipse_oblate_vol_ch_1":280.88881,"eq_ellipse_prolate_vol_ch_1":155.75195,"eq_sphere_area_ch_1":784.04308,"eq_sphere_vol_ch_1":2064.35178,"fiber_align_2_ch_3":1.49105,"fiber_align_2_ch_4":1.85929,"fiber_length_ch_1":16.65815,"fiber_width_ch_1":12.08127,"inten_cooc_asm_ch_3":0.14372,"inten_cooc_asm_ch_4":0.00855,"inten_cooc_contrast_ch_3":6.35528,"inten_cooc_contrast_ch_4":14.57199,"inten_cooc_entropy_ch_3":4.6349,"inten_cooc_entropy_ch_4":7.18559,"inten_cooc_max_ch_3":0.38068,"inten_cooc_max_ch_4":0.02841,"kurt_inten_ch_1":0.04642,"kurt_inten_ch_3":11.71835,"kurt_inten_ch_4":-0.79817,"length_ch_1":20.77838,"neighbor_avg_dist_ch_1":277.27806,"neighbor_min_dist_ch_1":24.09761,"neighbor_var_dist_ch_1":134.56985,"perim_ch_1":57.47885,"shape_bfr_ch_1":0.76641,"shape_lwr_ch_1":1.68813,"shape_p_2_a_ch_1":1.30636,"skew_inten_ch_1":0.1023,"skew_inten_ch_3":3.50518,"skew_inten_ch_4":0.30424,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":25774,"total_inten_ch_2":70471,"total_inten_ch_3":9602,"total_inten_ch_4":48468,"var_inten_ch_1":60.19614,"var_inten_ch_3":131.68562,"var_inten_ch_4":144.10265,"width_ch_1":12.30852}
{"case":"Train","class":"PS","angle_ch_1":167.74853,"area_ch_1":626,"avg_inten_ch_1":48.53679,"avg_inten_ch_2":110.48997,"avg_inten_ch_3":85.02174,"avg_inten_ch_4":36.4699,"convex_hull_area_ratio_ch_1":1.4377,"convex_hull_perim_ratio_ch_1":0.60439,"diff_inten_density_ch_1":51.80966,"diff_inten_density_ch_3":68.67502,"diff_inten_density_ch_4":27.9545,"entropy_inten_ch_1":6.62595,"entropy_inten_ch_3":5.89764,"entropy_inten_ch_4":4.65201,"eq_circ_diam_ch_1":28.25041,"eq_ellipse_lwr_ch_1":1.47178,"eq_ellipse_oblate_vol_ch_1":1451.09267,"eq_ellipse_prolate_vol_ch_1":985.94231,"eq_sphere_area_ch_1":2507.26077,"eq_sphere_vol_ch_1":11805.19246,"fiber_align_2_ch_3":1.33137,"fiber_align_2_ch_4":1.55489,"fiber_length_ch_1":91.53497,"fiber_width_ch_1":7.26007,"inten_cooc_asm_ch_3":0.09172,"inten_cooc_asm_ch_4":0.19008,"inten_cooc_contrast_ch_3":5.13164,"inten_cooc_contrast_ch_4":2.95988,"inten_cooc_entropy_ch_3":5.62228,"inten_cooc_entropy_ch_4":4.52146,"inten_cooc_max_ch_3":0.29444,"inten_cooc_max_ch_4":0.43889,"kurt_inten_ch_1":8.05867,"kurt_inten_ch_3":10.39011,"kurt_inten_ch_4":1.12406,"length_ch_1":44.62777,"neighbor_avg_dist_ch_1":173.02904,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":69.87544,"perim_ch_1":197.59007,"shape_bfr_ch_1":0.45227,"shape_lwr_ch_1":1.43704,"shape_p_2_a_ch_1":4.67509,"skew_inten_ch_1":2.21679,"skew_inten_ch_3":2.71283,"skew_inten_ch_4":1.40772,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":13,"total_inten_ch_1":29025,"total_inten_ch_2":65476,"total_inten_ch_3":50843,"total_inten_ch_4":21809,"var_inten_ch_1":40.36793,"var_inten_ch_3":121.41232,"var_inten_ch_4":50.05751,"width_ch_1":31.05537}
{"case":"Train","class":"PS","angle_ch_1":95.01387,"area_ch_1":205,"avg_inten_ch_1":52.26531,"avg_inten_ch_2":165.59184,"avg_inten_ch_3":32.92857,"avg_inten_ch_4":4.92347,"convex_hull_area_ratio_ch_1":1.10788,"convex_hull_perim_ratio_ch_1":0.91177,"diff_inten_density_ch_1":50.31638,"diff_inten_density_ch_3":41.37288,"diff_inten_density_ch_4":8.88136,"entropy_inten_ch_1":6.35156,"entropy_inten_ch_3":4.49875,"entropy_inten_ch_4":1.95385,"eq_circ_diam_ch_1":16.17343,"eq_ellipse_lwr_ch_1":1.4057,"eq_ellipse_oblate_vol_ch_1":266.10451,"eq_ellipse_prolate_vol_ch_1":189.30369,"eq_sphere_area_ch_1":821.77778,"eq_sphere_vol_ch_1":2215.16154,"fiber_align_2_ch_3":1.6267,"fiber_align_2_ch_4":2,"fiber_length_ch_1":22.99328,"fiber_width_ch_1":9.40224,"inten_cooc_asm_ch_3":0.10832,"inten_cooc_asm_ch_4":0.49543,"inten_cooc_contrast_ch_3":8.40301,"inten_cooc_contrast_ch_4":1.58214,"inten_cooc_entropy_ch_3":5.31132,"inten_cooc_entropy_ch_4":2.23513,"inten_cooc_max_ch_3":0.32044,"inten_cooc_max_ch_4":0.71271,"kurt_inten_ch_1":-0.62673,"kurt_inten_ch_3":2.65228,"kurt_inten_ch_4":34.64706,"length_ch_1":21.68617,"neighbor_avg_dist_ch_1":165.7624,"neighbor_min_dist_ch_1":26.61905,"neighbor_var_dist_ch_1":69.3182,"perim_ch_1":64.79104,"shape_bfr_ch_1":0.63944,"shape_lwr_ch_1":1.46376,"shape_p_2_a_ch_1":1.5452,"skew_inten_ch_1":0.38566,"skew_inten_ch_3":1.63531,"skew_inten_ch_4":5.2583,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10244,"total_inten_ch_2":32261,"total_inten_ch_3":6454,"total_inten_ch_4":965,"var_inten_ch_1":31.99156,"var_inten_ch_3":44.00968,"var_inten_ch_4":14.78241,"width_ch_1":14.81535}
{"case":"Train","class":"WS","angle_ch_1":57.82266,"area_ch_1":344,"avg_inten_ch_1":288.64438,"avg_inten_ch_2":198.40426,"avg_inten_ch_3":99.88754,"avg_inten_ch_4":181.06991,"convex_hull_area_ratio_ch_1":1.07396,"convex_hull_perim_ratio_ch_1":0.95749,"diff_inten_density_ch_1":104.82792,"diff_inten_density_ch_3":93.17857,"diff_inten_density_ch_4":104.73701,"entropy_inten_ch_1":7.72459,"entropy_inten_ch_3":4.16503,"entropy_inten_ch_4":7.01087,"eq_circ_diam_ch_1":20.95425,"eq_ellipse_lwr_ch_1":1.07686,"eq_ellipse_oblate_vol_ch_1":506.51836,"eq_ellipse_prolate_vol_ch_1":470.36565,"eq_sphere_area_ch_1":1379.4127,"eq_sphere_vol_ch_1":4817.427,"fiber_align_2_ch_3":1.47313,"fiber_align_2_ch_4":1.46091,"fiber_length_ch_1":18.8012,"fiber_width_ch_1":18.8012,"inten_cooc_asm_ch_3":0.24439,"inten_cooc_asm_ch_4":0.02533,"inten_cooc_contrast_ch_3":2.53084,"inten_cooc_contrast_ch_4":7.68994,"inten_cooc_entropy_ch_3":3.96196,"inten_cooc_entropy_ch_4":6.69212,"inten_cooc_max_ch_3":0.49026,"inten_cooc_max_ch_4":0.13636,"kurt_inten_ch_1":-0.66857,"kurt_inten_ch_3":7.93574,"kurt_inten_ch_4":-0.8465,"length_ch_1":24.00022,"neighbor_avg_dist_ch_1":177.87276,"neighbor_min_dist_ch_1":22.14839,"neighbor_var_dist_ch_1":88.06052,"perim_ch_1":75.20479,"shape_bfr_ch_1":0.63611,"shape_lwr_ch_1":1.0625,"shape_p_2_a_ch_1":1.27035,"skew_inten_ch_1":-0.2722,"skew_inten_ch_3":2.69047,"skew_inten_ch_4":0.36809,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":94964,"total_inten_ch_2":64947,"total_inten_ch_3":32863,"total_inten_ch_4":59572,"var_inten_ch_1":125.02128,"var_inten_ch_3":193.33013,"var_inten_ch_4":142.45705,"width_ch_1":22.58844}
{"case":"Test","class":"PS","angle_ch_1":179.64617,"area_ch_1":159,"avg_inten_ch_1":47.13158,"avg_inten_ch_2":44.97368,"avg_inten_ch_3":80.07895,"avg_inten_ch_4":108.48684,"convex_hull_area_ratio_ch_1":1.27044,"convex_hull_perim_ratio_ch_1":0.95308,"diff_inten_density_ch_1":47.98099,"diff_inten_density_ch_3":49.59316,"diff_inten_density_ch_4":78.4981,"entropy_inten_ch_1":6.05004,"entropy_inten_ch_3":6.38073,"entropy_inten_ch_4":5.94749,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":4.85807,"eq_ellipse_oblate_vol_ch_1":337.84597,"eq_ellipse_prolate_vol_ch_1":69.54327,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.74372,"fiber_length_ch_1":31.81578,"fiber_width_ch_1":5.23833,"inten_cooc_asm_ch_3":0.00946,"inten_cooc_asm_ch_4":0.01904,"inten_cooc_contrast_ch_3":32.8883,"inten_cooc_contrast_ch_4":9.77921,"inten_cooc_entropy_ch_3":7.02497,"inten_cooc_entropy_ch_4":6.39356,"inten_cooc_max_ch_3":0.04286,"inten_cooc_max_ch_4":0.12143,"kurt_inten_ch_1":-1.01695,"kurt_inten_ch_3":-0.04152,"kurt_inten_ch_4":-1.14143,"length_ch_1":29.72152,"neighbor_avg_dist_ch_1":306.17625,"neighbor_min_dist_ch_1":28.83074,"neighbor_var_dist_ch_1":123.57424,"perim_ch_1":74.10822,"shape_bfr_ch_1":0.58138,"shape_lwr_ch_1":3.22344,"shape_p_2_a_ch_1":2.62232,"skew_inten_ch_1":0.12479,"skew_inten_ch_3":-0.02093,"skew_inten_ch_4":0.54018,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":7164,"total_inten_ch_2":6685,"total_inten_ch_3":12172,"total_inten_ch_4":16490,"var_inten_ch_1":26.29831,"var_inten_ch_3":38.46128,"var_inten_ch_4":101.92612,"width_ch_1":9.22043}
{"case":"Test","class":"PS","angle_ch_1":130.80207,"area_ch_1":344,"avg_inten_ch_1":54.19757,"avg_inten_ch_2":274.42857,"avg_inten_ch_3":31.94225,"avg_inten_ch_4":95.66869,"convex_hull_area_ratio_ch_1":1.08136,"convex_hull_perim_ratio_ch_1":0.95205,"diff_inten_density_ch_1":51.83577,"diff_inten_density_ch_3":33.43577,"diff_inten_density_ch_4":67.71545,"entropy_inten_ch_1":6.55066,"entropy_inten_ch_3":5.72358,"entropy_inten_ch_4":6.28241,"eq_circ_diam_ch_1":20.95425,"eq_ellipse_lwr_ch_1":1.32446,"eq_ellipse_oblate_vol_ch_1":561.73827,"eq_ellipse_prolate_vol_ch_1":424.12784,"eq_sphere_area_ch_1":1379.4127,"eq_sphere_vol_ch_1":4817.427,"fiber_align_2_ch_3":1.5282,"fiber_align_2_ch_4":1.37729,"fiber_length_ch_1":23.6385,"fiber_width_ch_1":14.9877,"inten_cooc_asm_ch_3":0.01868,"inten_cooc_asm_ch_4":0.03196,"inten_cooc_contrast_ch_3":14.7566,"inten_cooc_contrast_ch_4":7.98063,"inten_cooc_entropy_ch_3":7.09133,"inten_cooc_entropy_ch_4":6.55935,"inten_cooc_max_ch_3":0.11974,"inten_cooc_max_ch_4":0.16667,"kurt_inten_ch_1":-0.54513,"kurt_inten_ch_3":1.69592,"kurt_inten_ch_4":-0.97882,"length_ch_1":27.19096,"neighbor_avg_dist_ch_1":291.52884,"neighbor_min_dist_ch_1":31.13795,"neighbor_var_dist_ch_1":133.06736,"perim_ch_1":77.25241,"shape_bfr_ch_1":0.57706,"shape_lwr_ch_1":1.23719,"shape_p_2_a_ch_1":1.34047,"skew_inten_ch_1":0.26928,"skew_inten_ch_3":1.16571,"skew_inten_ch_4":0.45316,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":17831,"total_inten_ch_2":89959,"total_inten_ch_3":10509,"total_inten_ch_4":31475,"var_inten_ch_1":30.76265,"var_inten_ch_3":30.27553,"var_inten_ch_4":84.09589,"width_ch_1":21.97798}
{"case":"Test","class":"PS","angle_ch_1":28.18756,"area_ch_1":315,"avg_inten_ch_1":117.80399,"avg_inten_ch_2":16.78738,"avg_inten_ch_3":13.92027,"avg_inten_ch_4":2.32226,"convex_hull_area_ratio_ch_1":1.07425,"convex_hull_perim_ratio_ch_1":0.96247,"diff_inten_density_ch_1":62.78058,"diff_inten_density_ch_3":16.05755,"diff_inten_density_ch_4":6.59353,"entropy_inten_ch_1":7.01928,"entropy_inten_ch_3":4.86517,"entropy_inten_ch_4":2.78099,"eq_circ_diam_ch_1":20.04276,"eq_ellipse_lwr_ch_1":1.69008,"eq_ellipse_oblate_vol_ch_1":555.29694,"eq_ellipse_prolate_vol_ch_1":328.56198,"eq_sphere_area_ch_1":1262.01587,"eq_sphere_vol_ch_1":4215.71302,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":23.9442,"fiber_width_ch_1":13.85517,"inten_cooc_asm_ch_3":0.005,"inten_cooc_asm_ch_4":0.04853,"inten_cooc_contrast_ch_3":49.15572,"inten_cooc_contrast_ch_4":12.18798,"inten_cooc_entropy_ch_3":7.90307,"inten_cooc_entropy_ch_4":5.25718,"inten_cooc_max_ch_3":0.0219,"inten_cooc_max_ch_4":0.16788,"kurt_inten_ch_1":-0.69803,"kurt_inten_ch_3":-0.35364,"kurt_inten_ch_4":0.54226,"length_ch_1":28.23343,"neighbor_avg_dist_ch_1":303.79827,"neighbor_min_dist_ch_1":29.13813,"neighbor_var_dist_ch_1":132.40577,"perim_ch_1":75.59873,"shape_bfr_ch_1":0.63157,"shape_lwr_ch_1":1.59566,"shape_p_2_a_ch_1":1.3709,"skew_inten_ch_1":-0.16401,"skew_inten_ch_3":0.23405,"skew_inten_ch_4":1.10586,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":35459,"total_inten_ch_2":4753,"total_inten_ch_3":4190,"total_inten_ch_4":699,"var_inten_ch_1":52.5145,"var_inten_ch_3":8.10071,"var_inten_ch_4":2.68362,"width_ch_1":17.69387}
{"case":"Test","class":"PS","angle_ch_1":0.54159,"area_ch_1":229,"avg_inten_ch_1":28.41096,"avg_inten_ch_2":6.16895,"avg_inten_ch_3":32.63927,"avg_inten_ch_4":3.42466,"convex_hull_area_ratio_ch_1":1.2845,"convex_hull_perim_ratio_ch_1":0.81965,"diff_inten_density_ch_1":39.91667,"diff_inten_density_ch_3":25,"diff_inten_density_ch_4":7.67708,"entropy_inten_ch_1":5.7573,"entropy_inten_ch_3":4.91201,"entropy_inten_ch_4":3.27067,"eq_circ_diam_ch_1":17.09607,"eq_ellipse_lwr_ch_1":2.48771,"eq_ellipse_oblate_vol_ch_1":418.10683,"eq_ellipse_prolate_vol_ch_1":168.06922,"eq_sphere_area_ch_1":918.21088,"eq_sphere_vol_ch_1":2616.29956,"fiber_align_2_ch_3":1.4245,"fiber_align_2_ch_4":1,"fiber_length_ch_1":37.32956,"fiber_width_ch_1":6.61266,"inten_cooc_asm_ch_3":0.07773,"inten_cooc_asm_ch_4":0.02794,"inten_cooc_contrast_ch_3":8.69853,"inten_cooc_contrast_ch_4":13.93337,"inten_cooc_entropy_ch_3":5.70422,"inten_cooc_entropy_ch_4":5.96872,"inten_cooc_max_ch_3":0.27179,"inten_cooc_max_ch_4":0.11282,"kurt_inten_ch_1":0.56787,"kurt_inten_ch_3":-0.60933,"kurt_inten_ch_4":7.80477,"length_ch_1":29.72786,"neighbor_avg_dist_ch_1":335.52681,"neighbor_min_dist_ch_1":121.83333,"neighbor_var_dist_ch_1":92.09013,"perim_ch_1":87.88444,"shape_bfr_ch_1":0.5373,"shape_lwr_ch_1":2.06854,"shape_p_2_a_ch_1":2.4899,"skew_inten_ch_1":0.89381,"skew_inten_ch_3":0.57067,"skew_inten_ch_4":2.0136,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6222,"total_inten_ch_2":1133,"total_inten_ch_3":7148,"total_inten_ch_4":750,"var_inten_ch_1":21.6332,"var_inten_ch_3":32.03612,"var_inten_ch_4":3.91199,"width_ch_1":14.3714}
{"case":"Test","class":"PS","angle_ch_1":14.48833,"area_ch_1":432,"avg_inten_ch_1":35.52785,"avg_inten_ch_2":124.8862,"avg_inten_ch_3":69.3293,"avg_inten_ch_4":30.14286,"convex_hull_area_ratio_ch_1":1.58224,"convex_hull_perim_ratio_ch_1":0.79939,"diff_inten_density_ch_1":44.88844,"diff_inten_density_ch_3":57.00272,"diff_inten_density_ch_4":28.90476,"entropy_inten_ch_1":6.23083,"entropy_inten_ch_3":6.88345,"entropy_inten_ch_4":5.15879,"eq_circ_diam_ch_1":23.47736,"eq_ellipse_lwr_ch_1":4.79303,"eq_ellipse_oblate_vol_ch_1":1502.9747,"eq_ellipse_prolate_vol_ch_1":313.57511,"eq_sphere_area_ch_1":1731.60317,"eq_sphere_vol_ch_1":6775.57838,"fiber_align_2_ch_3":1.04002,"fiber_align_2_ch_4":1.48067,"fiber_length_ch_1":68.9348,"fiber_width_ch_1":6.679,"inten_cooc_asm_ch_3":0.00602,"inten_cooc_asm_ch_4":0.06301,"inten_cooc_contrast_ch_3":17.89464,"inten_cooc_contrast_ch_4":9.01867,"inten_cooc_entropy_ch_3":7.71563,"inten_cooc_entropy_ch_4":6.02696,"inten_cooc_max_ch_3":0.03226,"inten_cooc_max_ch_4":0.25806,"kurt_inten_ch_1":2.18961,"kurt_inten_ch_3":0.35253,"kurt_inten_ch_4":3.86317,"length_ch_1":53.18181,"neighbor_avg_dist_ch_1":264.68913,"neighbor_min_dist_ch_1":29.28167,"neighbor_var_dist_ch_1":129.62531,"perim_ch_1":151.2276,"shape_bfr_ch_1":0.49517,"shape_lwr_ch_1":3.23512,"shape_p_2_a_ch_1":3.95275,"skew_inten_ch_1":1.22379,"skew_inten_ch_3":0.78482,"skew_inten_ch_4":1.73712,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":16,"total_inten_ch_1":14673,"total_inten_ch_2":51166,"total_inten_ch_3":28633,"total_inten_ch_4":12449,"var_inten_ch_1":27.08041,"var_inten_ch_3":49.79559,"var_inten_ch_4":35.94213,"width_ch_1":16.43891}
{"case":"Train","class":"PS","angle_ch_1":154.12649,"area_ch_1":164,"avg_inten_ch_1":29.85987,"avg_inten_ch_2":195.17834,"avg_inten_ch_3":23.41401,"avg_inten_ch_4":7.78344,"convex_hull_area_ratio_ch_1":1.14328,"convex_hull_perim_ratio_ch_1":0.89688,"diff_inten_density_ch_1":42.38129,"diff_inten_density_ch_3":33.80576,"diff_inten_density_ch_4":11.46763,"entropy_inten_ch_1":5.76176,"entropy_inten_ch_3":4.17537,"entropy_inten_ch_4":1.73612,"eq_circ_diam_ch_1":14.47518,"eq_ellipse_lwr_ch_1":1.35924,"eq_ellipse_oblate_vol_ch_1":187.59405,"eq_ellipse_prolate_vol_ch_1":138.01395,"eq_sphere_area_ch_1":658.26077,"eq_sphere_vol_ch_1":1588.07414,"fiber_align_2_ch_3":1.10621,"fiber_align_2_ch_4":1.68564,"fiber_length_ch_1":21.77187,"fiber_width_ch_1":8.06413,"inten_cooc_asm_ch_3":0.11136,"inten_cooc_asm_ch_4":0.52381,"inten_cooc_contrast_ch_3":10.8955,"inten_cooc_contrast_ch_4":0.70859,"inten_cooc_entropy_ch_3":5.30689,"inten_cooc_entropy_ch_4":1.97576,"inten_cooc_max_ch_3":0.34783,"inten_cooc_max_ch_4":0.72143,"kurt_inten_ch_1":-0.03541,"kurt_inten_ch_3":0.59324,"kurt_inten_ch_4":8.97708,"length_ch_1":20.15549,"neighbor_avg_dist_ch_1":211.9401,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":85.03917,"perim_ch_1":59.67199,"shape_bfr_ch_1":0.50953,"shape_lwr_ch_1":1.25783,"shape_p_2_a_ch_1":1.6139,"skew_inten_ch_1":0.56772,"skew_inten_ch_3":1.1703,"skew_inten_ch_4":3.06091,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4688,"total_inten_ch_2":30487,"total_inten_ch_3":3676,"total_inten_ch_4":1222,"var_inten_ch_1":20.73351,"var_inten_ch_3":29.38934,"var_inten_ch_4":20.63616,"width_ch_1":16.02399}
{"case":"Test","class":"PS","angle_ch_1":21.74609,"area_ch_1":264,"avg_inten_ch_1":71.86508,"avg_inten_ch_2":25.10317,"avg_inten_ch_3":187.62698,"avg_inten_ch_4":3.01587,"convex_hull_area_ratio_ch_1":1.4169,"convex_hull_perim_ratio_ch_1":0.83397,"diff_inten_density_ch_1":62.41256,"diff_inten_density_ch_3":156.44395,"diff_inten_density_ch_4":5.83408,"entropy_inten_ch_1":6.69954,"entropy_inten_ch_3":7.30536,"entropy_inten_ch_4":1.26674,"eq_circ_diam_ch_1":18.33895,"eq_ellipse_lwr_ch_1":2.29817,"eq_ellipse_oblate_vol_ch_1":496.03647,"eq_ellipse_prolate_vol_ch_1":215.83959,"eq_sphere_area_ch_1":1056.57143,"eq_sphere_vol_ch_1":3229.40198,"fiber_align_2_ch_3":1.47463,"fiber_align_2_ch_4":1.3319,"fiber_length_ch_1":41.07943,"fiber_width_ch_1":6.8702,"inten_cooc_asm_ch_3":0.00599,"inten_cooc_asm_ch_4":0.67676,"inten_cooc_contrast_ch_3":23.87282,"inten_cooc_contrast_ch_4":0.31195,"inten_cooc_entropy_ch_3":7.63229,"inten_cooc_entropy_ch_4":1.2895,"inten_cooc_max_ch_3":0.0181,"inten_cooc_max_ch_4":0.82667,"kurt_inten_ch_1":-0.66448,"kurt_inten_ch_3":-0.8077,"kurt_inten_ch_4":11.13707,"length_ch_1":31.36538,"neighbor_avg_dist_ch_1":186.11005,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":82.04302,"perim_ch_1":95.89926,"shape_bfr_ch_1":0.47083,"shape_lwr_ch_1":1.75359,"shape_p_2_a_ch_1":2.59313,"skew_inten_ch_1":0.33149,"skew_inten_ch_3":0.23261,"skew_inten_ch_4":3.34695,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":9,"total_inten_ch_1":18110,"total_inten_ch_2":6075,"total_inten_ch_3":47282,"total_inten_ch_4":760,"var_inten_ch_1":43.98906,"var_inten_ch_3":116.61728,"var_inten_ch_4":8.96154,"width_ch_1":17.88638}
{"case":"Train","class":"WS","angle_ch_1":80.55659,"area_ch_1":867,"avg_inten_ch_1":28.63043,"avg_inten_ch_2":83.35145,"avg_inten_ch_3":58.27899,"avg_inten_ch_4":56.66063,"convex_hull_area_ratio_ch_1":1.05643,"convex_hull_perim_ratio_ch_1":0.90956,"diff_inten_density_ch_1":39.83565,"diff_inten_density_ch_3":45.92288,"diff_inten_density_ch_4":39.97598,"entropy_inten_ch_1":5.83903,"entropy_inten_ch_3":5.52953,"entropy_inten_ch_4":5.96554,"eq_circ_diam_ch_1":33.24217,"eq_ellipse_lwr_ch_1":1.70308,"eq_ellipse_oblate_vol_ch_1":2543.22455,"eq_ellipse_prolate_vol_ch_1":1493.30804,"eq_sphere_area_ch_1":3471.59184,"eq_sphere_vol_ch_1":19233.87552,"fiber_align_2_ch_3":1.50021,"fiber_align_2_ch_4":1.47007,"fiber_length_ch_1":43.19582,"fiber_width_ch_1":20.53503,"inten_cooc_asm_ch_3":0.12721,"inten_cooc_asm_ch_4":0.05585,"inten_cooc_contrast_ch_3":4.14023,"inten_cooc_contrast_ch_4":5.71824,"inten_cooc_entropy_ch_3":5.24154,"inten_cooc_entropy_ch_4":6.14661,"inten_cooc_max_ch_3":0.35257,"inten_cooc_max_ch_4":0.23087,"kurt_inten_ch_1":6.24982,"kurt_inten_ch_3":6.3212,"kurt_inten_ch_4":-0.58185,"length_ch_1":43.42309,"neighbor_avg_dist_ch_1":230.32521,"neighbor_min_dist_ch_1":31.88637,"neighbor_var_dist_ch_1":76.34394,"perim_ch_1":127.4617,"shape_bfr_ch_1":0.74235,"shape_lwr_ch_1":1.6128,"shape_p_2_a_ch_1":1.4575,"skew_inten_ch_1":1.89555,"skew_inten_ch_3":1.99558,"skew_inten_ch_4":0.66655,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":13,"total_inten_ch_1":23706,"total_inten_ch_2":68188,"total_inten_ch_3":48255,"total_inten_ch_4":46915,"var_inten_ch_1":29.2283,"var_inten_ch_3":75.39797,"var_inten_ch_4":56.08572,"width_ch_1":26.92406}
{"case":"Test","class":"PS","angle_ch_1":2.43609,"area_ch_1":213,"avg_inten_ch_1":145.06373,"avg_inten_ch_2":336.01471,"avg_inten_ch_3":155.55392,"avg_inten_ch_4":37.70098,"convex_hull_area_ratio_ch_1":1.19816,"convex_hull_perim_ratio_ch_1":0.91668,"diff_inten_density_ch_1":91.02725,"diff_inten_density_ch_3":137.49046,"diff_inten_density_ch_4":25.93188,"entropy_inten_ch_1":6.99817,"entropy_inten_ch_3":3.97659,"entropy_inten_ch_4":4.22,"eq_circ_diam_ch_1":16.5002,"eq_ellipse_lwr_ch_1":1.31273,"eq_ellipse_oblate_vol_ch_1":273.05812,"eq_ellipse_prolate_vol_ch_1":208.00727,"eq_sphere_area_ch_1":855.31973,"eq_sphere_vol_ch_1":2352.1583,"fiber_align_2_ch_3":1.55611,"fiber_align_2_ch_4":1.45455,"fiber_length_ch_1":25.1276,"fiber_width_ch_1":9.05205,"inten_cooc_asm_ch_3":0.26255,"inten_cooc_asm_ch_4":0.18957,"inten_cooc_contrast_ch_3":1.9971,"inten_cooc_contrast_ch_4":2.77739,"inten_cooc_entropy_ch_3":3.79296,"inten_cooc_entropy_ch_4":4.35796,"inten_cooc_max_ch_3":0.51872,"inten_cooc_max_ch_4":0.44385,"kurt_inten_ch_1":1.50489,"kurt_inten_ch_3":1.85849,"kurt_inten_ch_4":-0.99185,"length_ch_1":21.78519,"neighbor_avg_dist_ch_1":170.27901,"neighbor_min_dist_ch_1":26.57964,"neighbor_var_dist_ch_1":71.53001,"perim_ch_1":68.3593,"shape_bfr_ch_1":0.56165,"shape_lwr_ch_1":1.24657,"shape_p_2_a_ch_1":1.63488,"skew_inten_ch_1":1.28299,"skew_inten_ch_3":1.60298,"skew_inten_ch_4":0.6997,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":29593,"total_inten_ch_2":68344,"total_inten_ch_3":31733,"total_inten_ch_4":7691,"var_inten_ch_1":104.8599,"var_inten_ch_3":235.52934,"var_inten_ch_4":44.21565,"width_ch_1":17.47607}
{"case":"Test","class":"PS","angle_ch_1":88.35714,"area_ch_1":219,"avg_inten_ch_1":84.29665,"avg_inten_ch_2":161.5311,"avg_inten_ch_3":52.64593,"avg_inten_ch_4":2.73206,"convex_hull_area_ratio_ch_1":1.01852,"convex_hull_perim_ratio_ch_1":0.97636,"diff_inten_density_ch_1":71.79896,"diff_inten_density_ch_3":54.2376,"diff_inten_density_ch_4":7.43864,"entropy_inten_ch_1":6.60458,"entropy_inten_ch_3":3.9487,"entropy_inten_ch_4":0.83646,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":1.93269,"eq_ellipse_oblate_vol_ch_1":343.57526,"eq_ellipse_prolate_vol_ch_1":177.77065,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.56829,"fiber_align_2_ch_4":1.01581,"fiber_length_ch_1":18.98667,"fiber_width_ch_1":11.92459,"inten_cooc_asm_ch_3":0.19133,"inten_cooc_asm_ch_4":0.76327,"inten_cooc_contrast_ch_3":3.51612,"inten_cooc_contrast_ch_4":0.19332,"inten_cooc_entropy_ch_3":4.23493,"inten_cooc_entropy_ch_4":0.89439,"inten_cooc_max_ch_3":0.43367,"inten_cooc_max_ch_4":0.87245,"kurt_inten_ch_1":-0.20581,"kurt_inten_ch_3":3.82472,"kurt_inten_ch_4":59.23788,"length_ch_1":22.63196,"neighbor_avg_dist_ch_1":196.55119,"neighbor_min_dist_ch_1":21.76649,"neighbor_var_dist_ch_1":100.68169,"perim_ch_1":61.82251,"shape_bfr_ch_1":0.8275,"shape_lwr_ch_1":1.93476,"shape_p_2_a_ch_1":1.34335,"skew_inten_ch_1":0.15638,"skew_inten_ch_3":2.08691,"skew_inten_ch_4":7.33584,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":17618,"total_inten_ch_2":33552,"total_inten_ch_3":11003,"total_inten_ch_4":571,"var_inten_ch_1":38.80855,"var_inten_ch_3":93.1284,"var_inten_ch_4":13.88383,"width_ch_1":11.69756}
{"case":"Test","class":"PS","angle_ch_1":179.01637,"area_ch_1":332,"avg_inten_ch_1":25.58675,"avg_inten_ch_2":6.07256,"avg_inten_ch_3":6.05047,"avg_inten_ch_4":2.95268,"convex_hull_area_ratio_ch_1":1.26332,"convex_hull_perim_ratio_ch_1":0.86645,"diff_inten_density_ch_1":39.40981,"diff_inten_density_ch_3":11.89667,"diff_inten_density_ch_4":7.07005,"entropy_inten_ch_1":5.85887,"entropy_inten_ch_3":3.62994,"entropy_inten_ch_4":2.99945,"eq_circ_diam_ch_1":20.56856,"eq_ellipse_lwr_ch_1":3.33316,"eq_ellipse_oblate_vol_ch_1":842.82726,"eq_ellipse_prolate_vol_ch_1":252.86127,"eq_sphere_area_ch_1":1329.09977,"eq_sphere_vol_ch_1":4556.27773,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":2,"fiber_length_ch_1":46.08951,"fiber_width_ch_1":7.5789,"inten_cooc_asm_ch_3":0.06137,"inten_cooc_asm_ch_4":0.07015,"inten_cooc_contrast_ch_3":14.53536,"inten_cooc_contrast_ch_4":9.62902,"inten_cooc_entropy_ch_3":5.84596,"inten_cooc_entropy_ch_4":5.24946,"inten_cooc_max_ch_3":0.23208,"inten_cooc_max_ch_4":0.23741,"kurt_inten_ch_1":0.36943,"kurt_inten_ch_3":39.13293,"kurt_inten_ch_4":7.88701,"length_ch_1":39.05721,"neighbor_avg_dist_ch_1":260.66909,"neighbor_min_dist_ch_1":38.95861,"neighbor_var_dist_ch_1":109.6067,"perim_ch_1":107.33683,"shape_bfr_ch_1":0.59729,"shape_lwr_ch_1":2.74214,"shape_p_2_a_ch_1":2.62468,"skew_inten_ch_1":0.85798,"skew_inten_ch_3":4.8941,"skew_inten_ch_4":2.42166,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8111,"total_inten_ch_2":1609,"total_inten_ch_3":1918,"total_inten_ch_4":936,"var_inten_ch_1":20.29894,"var_inten_ch_3":11.24984,"var_inten_ch_4":4.38678,"width_ch_1":14.24334}
{"case":"Test","class":"PS","angle_ch_1":171.74842,"area_ch_1":168,"avg_inten_ch_1":471.40373,"avg_inten_ch_2":513.38509,"avg_inten_ch_3":180.79503,"avg_inten_ch_4":366.42857,"convex_hull_area_ratio_ch_1":1.04678,"convex_hull_perim_ratio_ch_1":0.9768,"diff_inten_density_ch_1":197.03436,"diff_inten_density_ch_3":159.66667,"diff_inten_density_ch_4":209.87973,"entropy_inten_ch_1":7.24396,"entropy_inten_ch_3":5.96677,"entropy_inten_ch_4":6.76268,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.15383,"eq_ellipse_oblate_vol_ch_1":179.4859,"eq_ellipse_prolate_vol_ch_1":155.5573,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.76006,"fiber_align_2_ch_4":1.40002,"fiber_length_ch_1":12.87038,"fiber_width_ch_1":12.87038,"inten_cooc_asm_ch_3":0.03404,"inten_cooc_asm_ch_4":0.01335,"inten_cooc_contrast_ch_3":5.59591,"inten_cooc_contrast_ch_4":6.90817,"inten_cooc_entropy_ch_3":6.13427,"inten_cooc_entropy_ch_4":6.62968,"inten_cooc_max_ch_3":0.15862,"inten_cooc_max_ch_4":0.06207,"kurt_inten_ch_1":-0.7343,"kurt_inten_ch_3":5.18266,"kurt_inten_ch_4":-0.46087,"length_ch_1":16.94605,"neighbor_avg_dist_ch_1":198.57022,"neighbor_min_dist_ch_1":19.3172,"neighbor_var_dist_ch_1":90.48877,"perim_ch_1":51.48152,"shape_bfr_ch_1":0.64282,"shape_lwr_ch_1":1.09386,"shape_p_2_a_ch_1":1.17667,"skew_inten_ch_1":-0.01532,"skew_inten_ch_3":2.22391,"skew_inten_ch_4":0.65995,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":4,"total_inten_ch_1":75896,"total_inten_ch_2":82495,"total_inten_ch_3":29108,"total_inten_ch_4":58995,"var_inten_ch_1":237.09511,"var_inten_ch_3":242.19417,"var_inten_ch_4":303.98639,"width_ch_1":15.49203}
{"case":"Train","class":"WS","angle_ch_1":84.39089,"area_ch_1":457,"avg_inten_ch_1":41.26147,"avg_inten_ch_2":136.9633,"avg_inten_ch_3":73.63761,"avg_inten_ch_4":98.01376,"convex_hull_area_ratio_ch_1":1.33516,"convex_hull_perim_ratio_ch_1":0.73743,"diff_inten_density_ch_1":45.74336,"diff_inten_density_ch_3":59.311,"diff_inten_density_ch_4":61.94058,"entropy_inten_ch_1":6.39485,"entropy_inten_ch_3":6.68645,"entropy_inten_ch_4":6.58381,"eq_circ_diam_ch_1":24.12223,"eq_ellipse_lwr_ch_1":2.23117,"eq_ellipse_oblate_vol_ch_1":1112.28944,"eq_ellipse_prolate_vol_ch_1":498.52249,"eq_sphere_area_ch_1":1828.03628,"eq_sphere_vol_ch_1":7349.38553,"fiber_align_2_ch_3":1.27994,"fiber_align_2_ch_4":1.47953,"fiber_length_ch_1":60.44515,"fiber_width_ch_1":7.92922,"inten_cooc_asm_ch_3":0.01868,"inten_cooc_asm_ch_4":0.02663,"inten_cooc_contrast_ch_3":9.12285,"inten_cooc_contrast_ch_4":6.14439,"inten_cooc_entropy_ch_3":6.99418,"inten_cooc_entropy_ch_4":6.57675,"inten_cooc_max_ch_3":0.1194,"inten_cooc_max_ch_4":0.14653,"kurt_inten_ch_1":0.67837,"kurt_inten_ch_3":3.48227,"kurt_inten_ch_4":-0.54493,"length_ch_1":37.58128,"neighbor_avg_dist_ch_1":219.75956,"neighbor_min_dist_ch_1":22.14839,"neighbor_var_dist_ch_1":83.22926,"perim_ch_1":136.74875,"shape_bfr_ch_1":0.59436,"shape_lwr_ch_1":1.83682,"shape_p_2_a_ch_1":3.10486,"skew_inten_ch_1":0.80452,"skew_inten_ch_3":1.74582,"skew_inten_ch_4":0.67245,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":17990,"total_inten_ch_2":59281,"total_inten_ch_3":32106,"total_inten_ch_4":42734,"var_inten_ch_1":29.24188,"var_inten_ch_3":80.38201,"var_inten_ch_4":90.98876,"width_ch_1":20.45999}
{"case":"Test","class":"WS","angle_ch_1":104.51404,"area_ch_1":173,"avg_inten_ch_1":301.71084,"avg_inten_ch_2":488.51807,"avg_inten_ch_3":55.90964,"avg_inten_ch_4":234.5241,"convex_hull_area_ratio_ch_1":1.01153,"convex_hull_perim_ratio_ch_1":0.98764,"diff_inten_density_ch_1":105.48185,"diff_inten_density_ch_3":28.86799,"diff_inten_density_ch_4":101.85809,"entropy_inten_ch_1":7.08134,"entropy_inten_ch_3":6.32047,"entropy_inten_ch_4":6.9954,"eq_circ_diam_ch_1":14.88429,"eq_ellipse_lwr_ch_1":1.27889,"eq_ellipse_oblate_vol_ch_1":197.83336,"eq_ellipse_prolate_vol_ch_1":154.692,"eq_sphere_area_ch_1":695.99546,"eq_sphere_vol_ch_1":1726.56697,"fiber_align_2_ch_3":1.63615,"fiber_align_2_ch_4":1.70054,"fiber_length_ch_1":12.59624,"fiber_width_ch_1":12.59624,"inten_cooc_asm_ch_3":0.00855,"inten_cooc_asm_ch_4":0.01001,"inten_cooc_contrast_ch_3":9.0951,"inten_cooc_contrast_ch_4":12.5098,"inten_cooc_entropy_ch_3":7.10915,"inten_cooc_entropy_ch_4":7.03456,"inten_cooc_max_ch_3":0.02333,"inten_cooc_max_ch_4":0.04667,"kurt_inten_ch_1":-0.70189,"kurt_inten_ch_3":-0.77029,"kurt_inten_ch_4":-0.59229,"length_ch_1":17.65426,"neighbor_avg_dist_ch_1":291.22978,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":131.42492,"perim_ch_1":50.38495,"shape_bfr_ch_1":0.69566,"shape_lwr_ch_1":1.24609,"shape_p_2_a_ch_1":1.11084,"skew_inten_ch_1":-0.53182,"skew_inten_ch_3":0.14743,"skew_inten_ch_4":-0.06866,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":50084,"total_inten_ch_2":80929,"total_inten_ch_3":9281,"total_inten_ch_4":38931,"var_inten_ch_1":127.1778,"var_inten_ch_3":31.54187,"var_inten_ch_4":101.68548,"width_ch_1":14.16769}
{"case":"Test","class":"PS","angle_ch_1":98.29622,"area_ch_1":213,"avg_inten_ch_1":38.95588,"avg_inten_ch_2":82.95098,"avg_inten_ch_3":58.10784,"avg_inten_ch_4":133.94118,"convex_hull_area_ratio_ch_1":1.23059,"convex_hull_perim_ratio_ch_1":0.93473,"diff_inten_density_ch_1":47.15978,"diff_inten_density_ch_3":61.83747,"diff_inten_density_ch_4":75.66667,"entropy_inten_ch_1":6.17543,"entropy_inten_ch_3":6.21767,"entropy_inten_ch_4":6.47638,"eq_circ_diam_ch_1":16.5002,"eq_ellipse_lwr_ch_1":3.97552,"eq_ellipse_oblate_vol_ch_1":475.18602,"eq_ellipse_prolate_vol_ch_1":119.52808,"eq_sphere_area_ch_1":855.31973,"eq_sphere_vol_ch_1":2352.1583,"fiber_align_2_ch_3":1.69624,"fiber_align_2_ch_4":1.34112,"fiber_length_ch_1":33.62565,"fiber_width_ch_1":6.62409,"inten_cooc_asm_ch_3":0.00731,"inten_cooc_asm_ch_4":0.01772,"inten_cooc_contrast_ch_3":21.55145,"inten_cooc_contrast_ch_4":6.83238,"inten_cooc_entropy_ch_3":7.31694,"inten_cooc_entropy_ch_4":6.67665,"inten_cooc_max_ch_3":0.02116,"inten_cooc_max_ch_4":0.10582,"kurt_inten_ch_1":1.42688,"kurt_inten_ch_3":7.28826,"kurt_inten_ch_4":-1.36173,"length_ch_1":31.72241,"neighbor_avg_dist_ch_1":215.25644,"neighbor_min_dist_ch_1":25.83978,"neighbor_var_dist_ch_1":101.26807,"perim_ch_1":80.4995,"shape_bfr_ch_1":0.59585,"shape_lwr_ch_1":2.80412,"shape_p_2_a_ch_1":2.31514,"skew_inten_ch_1":1.18149,"skew_inten_ch_3":2.49619,"skew_inten_ch_4":0.10169,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7947,"total_inten_ch_2":16719,"total_inten_ch_3":11854,"total_inten_ch_4":27324,"var_inten_ch_1":30.48518,"var_inten_ch_3":65.34282,"var_inten_ch_4":103.3941,"width_ch_1":11.31277}
{"case":"Train","class":"WS","angle_ch_1":104.00253,"area_ch_1":203,"avg_inten_ch_1":69.23196,"avg_inten_ch_2":215.01546,"avg_inten_ch_3":30.30412,"avg_inten_ch_4":16.77835,"convex_hull_area_ratio_ch_1":1.02703,"convex_hull_perim_ratio_ch_1":0.97553,"diff_inten_density_ch_1":47.73803,"diff_inten_density_ch_3":26.09296,"diff_inten_density_ch_4":14.74648,"entropy_inten_ch_1":6.31719,"entropy_inten_ch_3":4.26519,"entropy_inten_ch_4":3.10722,"eq_circ_diam_ch_1":16.09071,"eq_ellipse_lwr_ch_1":1.17838,"eq_ellipse_oblate_vol_ch_1":239.92055,"eq_ellipse_prolate_vol_ch_1":203.60144,"eq_sphere_area_ch_1":813.39229,"eq_sphere_vol_ch_1":2181.34265,"fiber_align_2_ch_3":1.35532,"fiber_align_2_ch_4":1.04946,"fiber_length_ch_1":14.04412,"fiber_width_ch_1":14.04412,"inten_cooc_asm_ch_3":0.1373,"inten_cooc_asm_ch_4":0.33318,"inten_cooc_contrast_ch_3":4.2258,"inten_cooc_contrast_ch_4":1.19844,"inten_cooc_entropy_ch_3":4.84812,"inten_cooc_entropy_ch_4":3.19613,"inten_cooc_max_ch_3":0.36364,"inten_cooc_max_ch_4":0.57386,"kurt_inten_ch_1":-0.73182,"kurt_inten_ch_3":-0.26992,"kurt_inten_ch_4":1.75538,"length_ch_1":18.62414,"neighbor_avg_dist_ch_1":181.83003,"neighbor_min_dist_ch_1":11.2619,"neighbor_var_dist_ch_1":86.17892,"perim_ch_1":56.17649,"shape_bfr_ch_1":0.65636,"shape_lwr_ch_1":1.11958,"shape_p_2_a_ch_1":1.17732,"skew_inten_ch_1":-0.25528,"skew_inten_ch_3":0.94696,"skew_inten_ch_4":1.73542,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":13431,"total_inten_ch_2":41520,"total_inten_ch_3":5879,"total_inten_ch_4":3255,"var_inten_ch_1":29.7464,"var_inten_ch_3":36.90997,"var_inten_ch_4":29.70954,"width_ch_1":16.63489}
{"case":"Test","class":"PS","angle_ch_1":66.83502,"area_ch_1":281,"avg_inten_ch_1":286.70632,"avg_inten_ch_2":124.1487,"avg_inten_ch_3":2.03346,"avg_inten_ch_4":28.16357,"convex_hull_area_ratio_ch_1":1.04762,"convex_hull_perim_ratio_ch_1":0.95914,"diff_inten_density_ch_1":122.71486,"diff_inten_density_ch_3":4.59438,"diff_inten_density_ch_4":22.14859,"entropy_inten_ch_1":7.56158,"entropy_inten_ch_3":1.22381,"entropy_inten_ch_4":3.44924,"eq_circ_diam_ch_1":18.94743,"eq_ellipse_lwr_ch_1":1.84524,"eq_ellipse_oblate_vol_ch_1":490.20413,"eq_ellipse_prolate_vol_ch_1":265.65805,"eq_sphere_area_ch_1":1127.84807,"eq_sphere_vol_ch_1":3561.6375,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.48453,"fiber_length_ch_1":21.43845,"fiber_width_ch_1":13.60442,"inten_cooc_asm_ch_3":0.64062,"inten_cooc_asm_ch_4":0.33674,"inten_cooc_contrast_ch_3":0.39905,"inten_cooc_contrast_ch_4":1.90825,"inten_cooc_entropy_ch_3":1.38969,"inten_cooc_entropy_ch_4":3.34069,"inten_cooc_max_ch_3":0.80556,"inten_cooc_max_ch_4":0.58537,"kurt_inten_ch_1":-0.15518,"kurt_inten_ch_3":18.538,"kurt_inten_ch_4":0.40683,"length_ch_1":26.3463,"neighbor_avg_dist_ch_1":288.91254,"neighbor_min_dist_ch_1":31.88637,"neighbor_var_dist_ch_1":130.0467,"perim_ch_1":70.08575,"shape_bfr_ch_1":0.68056,"shape_lwr_ch_1":1.6754,"shape_p_2_a_ch_1":1.34021,"skew_inten_ch_1":0.23056,"skew_inten_ch_3":4.10894,"skew_inten_ch_4":1.24299,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":77124,"total_inten_ch_2":33128,"total_inten_ch_3":547,"total_inten_ch_4":7576,"var_inten_ch_1":140.4165,"var_inten_ch_3":6.64464,"var_inten_ch_4":40.91685,"width_ch_1":15.7254}
{"case":"Train","class":"WS","angle_ch_1":147.05714,"area_ch_1":273,"avg_inten_ch_1":259.86207,"avg_inten_ch_2":392.89655,"avg_inten_ch_3":240.65517,"avg_inten_ch_4":178.68582,"convex_hull_area_ratio_ch_1":1.0663,"convex_hull_perim_ratio_ch_1":0.95607,"diff_inten_density_ch_1":131.06211,"diff_inten_density_ch_3":210.60663,"diff_inten_density_ch_4":127.81573,"entropy_inten_ch_1":7.52201,"entropy_inten_ch_3":6.41379,"entropy_inten_ch_4":6.6986,"eq_circ_diam_ch_1":18.66356,"eq_ellipse_lwr_ch_1":1.52687,"eq_ellipse_oblate_vol_ch_1":426.16994,"eq_ellipse_prolate_vol_ch_1":279.11412,"eq_sphere_area_ch_1":1094.30612,"eq_sphere_vol_ch_1":3403.94126,"fiber_align_2_ch_3":1.48956,"fiber_align_2_ch_4":1.63639,"fiber_length_ch_1":16.81568,"fiber_width_ch_1":16.81568,"inten_cooc_asm_ch_3":0.04034,"inten_cooc_asm_ch_4":0.03201,"inten_cooc_contrast_ch_3":7.54118,"inten_cooc_contrast_ch_4":7.60687,"inten_cooc_entropy_ch_3":6.37033,"inten_cooc_entropy_ch_4":6.51671,"inten_cooc_max_ch_3":0.19583,"inten_cooc_max_ch_4":0.16049,"kurt_inten_ch_1":-0.3023,"kurt_inten_ch_3":0.30875,"kurt_inten_ch_4":-0.42975,"length_ch_1":23.61059,"neighbor_avg_dist_ch_1":162.75264,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":69.89159,"perim_ch_1":67.26273,"shape_bfr_ch_1":0.71188,"shape_lwr_ch_1":1.45059,"shape_p_2_a_ch_1":1.26511,"skew_inten_ch_1":0.33416,"skew_inten_ch_3":1.05428,"skew_inten_ch_4":0.77304,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":67824,"total_inten_ch_2":102286,"total_inten_ch_3":62811,"total_inten_ch_4":46637,"var_inten_ch_1":128.26913,"var_inten_ch_3":246.9449,"var_inten_ch_4":166.18455,"width_ch_1":16.27656}
{"case":"Train","class":"PS","angle_ch_1":3.27632,"area_ch_1":353,"avg_inten_ch_1":212.7092,"avg_inten_ch_2":156.51632,"avg_inten_ch_3":491.87537,"avg_inten_ch_4":136.73294,"convex_hull_area_ratio_ch_1":1.67797,"convex_hull_perim_ratio_ch_1":0.79628,"diff_inten_density_ch_1":146,"diff_inten_density_ch_3":318.42568,"diff_inten_density_ch_4":92.28378,"entropy_inten_ch_1":7.63166,"entropy_inten_ch_3":7.99633,"entropy_inten_ch_4":4.855,"eq_circ_diam_ch_1":21.20749,"eq_ellipse_lwr_ch_1":3.15821,"eq_ellipse_oblate_vol_ch_1":899.26406,"eq_ellipse_prolate_vol_ch_1":284.73809,"eq_sphere_area_ch_1":1412.95465,"eq_sphere_vol_ch_1":4994.20249,"fiber_align_2_ch_3":1.274,"fiber_align_2_ch_4":1.35953,"fiber_length_ch_1":66.75011,"fiber_width_ch_1":5.55891,"inten_cooc_asm_ch_3":0.00856,"inten_cooc_asm_ch_4":0.17946,"inten_cooc_contrast_ch_3":7.90607,"inten_cooc_contrast_ch_4":2.60242,"inten_cooc_entropy_ch_3":7.19214,"inten_cooc_entropy_ch_4":4.46153,"inten_cooc_max_ch_3":0.03236,"inten_cooc_max_ch_4":0.41748,"kurt_inten_ch_1":2.1573,"kurt_inten_ch_3":1.91737,"kurt_inten_ch_4":0.06319,"length_ch_1":49.06253,"neighbor_avg_dist_ch_1":263.52215,"neighbor_min_dist_ch_1":45.98033,"neighbor_var_dist_ch_1":110.34057,"perim_ch_1":144.61804,"shape_bfr_ch_1":0.37351,"shape_lwr_ch_1":2.54525,"shape_p_2_a_ch_1":4.48529,"skew_inten_ch_1":1.73269,"skew_inten_ch_3":1.64474,"skew_inten_ch_4":1.07565,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":71683,"total_inten_ch_2":52410,"total_inten_ch_3":165762,"total_inten_ch_4":46079,"var_inten_ch_1":232.53227,"var_inten_ch_3":548.33627,"var_inten_ch_4":175.74038,"width_ch_1":19.27613}
{"case":"Train","class":"WS","angle_ch_1":118.99186,"area_ch_1":159,"avg_inten_ch_1":305.44079,"avg_inten_ch_2":612.18421,"avg_inten_ch_3":125.72368,"avg_inten_ch_4":536.43421,"convex_hull_area_ratio_ch_1":1.01254,"convex_hull_perim_ratio_ch_1":0.98491,"diff_inten_density_ch_1":102.47826,"diff_inten_density_ch_3":93.19565,"diff_inten_density_ch_4":376.27536,"entropy_inten_ch_1":6.8728,"entropy_inten_ch_3":6.00141,"entropy_inten_ch_4":7.00115,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":1.24762,"eq_ellipse_oblate_vol_ch_1":171.2093,"eq_ellipse_prolate_vol_ch_1":137.2292,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.57799,"fiber_align_2_ch_4":1.4385,"fiber_length_ch_1":12.08433,"fiber_width_ch_1":12.08433,"inten_cooc_asm_ch_3":0.03431,"inten_cooc_asm_ch_4":0.00924,"inten_cooc_contrast_ch_3":7.40078,"inten_cooc_contrast_ch_4":11.90506,"inten_cooc_entropy_ch_3":6.19145,"inten_cooc_entropy_ch_4":7.04304,"inten_cooc_max_ch_3":0.16547,"inten_cooc_max_ch_4":0.0292,"kurt_inten_ch_1":0.30309,"kurt_inten_ch_3":0.45415,"kurt_inten_ch_4":-0.77193,"length_ch_1":16.9063,"neighbor_avg_dist_ch_1":294.97692,"neighbor_min_dist_ch_1":22.10101,"neighbor_var_dist_ch_1":121.67106,"perim_ch_1":48.33733,"shape_bfr_ch_1":0.68188,"shape_lwr_ch_1":1.22328,"shape_p_2_a_ch_1":1.11213,"skew_inten_ch_1":-0.87485,"skew_inten_ch_3":0.96697,"skew_inten_ch_4":0.42283,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":46427,"total_inten_ch_2":92901,"total_inten_ch_3":19110,"total_inten_ch_4":81538,"var_inten_ch_1":110.66163,"var_inten_ch_3":119.30138,"var_inten_ch_4":399.07677,"width_ch_1":13.82046}
{"case":"Test","class":"PS","angle_ch_1":3.03006,"area_ch_1":234,"avg_inten_ch_1":119.49107,"avg_inten_ch_2":17.55357,"avg_inten_ch_3":13.40625,"avg_inten_ch_4":1.84375,"convex_hull_area_ratio_ch_1":1.08288,"convex_hull_perim_ratio_ch_1":0.95989,"diff_inten_density_ch_1":68.81327,"diff_inten_density_ch_3":17.83047,"diff_inten_density_ch_4":6.09582,"entropy_inten_ch_1":6.89684,"entropy_inten_ch_3":4.80796,"entropy_inten_ch_4":2.53341,"eq_circ_diam_ch_1":17.29013,"eq_ellipse_lwr_ch_1":2.91001,"eq_ellipse_oblate_vol_ch_1":467.77905,"eq_ellipse_prolate_vol_ch_1":160.7483,"eq_sphere_area_ch_1":939.1746,"eq_sphere_vol_ch_1":2706.40834,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":26.88887,"fiber_width_ch_1":9.0536,"inten_cooc_asm_ch_3":0.00701,"inten_cooc_asm_ch_4":0.07827,"inten_cooc_contrast_ch_3":37.90451,"inten_cooc_contrast_ch_4":9.06887,"inten_cooc_entropy_ch_3":7.53994,"inten_cooc_entropy_ch_4":4.71652,"inten_cooc_max_ch_3":0.04762,"inten_cooc_max_ch_4":0.2381,"kurt_inten_ch_1":-0.08899,"kurt_inten_ch_3":-0.73036,"kurt_inten_ch_4":2.3058,"length_ch_1":27.8748,"neighbor_avg_dist_ch_1":304.1497,"neighbor_min_dist_ch_1":29.13813,"neighbor_var_dist_ch_1":129.25539,"perim_ch_1":71.88495,"shape_bfr_ch_1":0.74184,"shape_lwr_ch_1":2.45498,"shape_p_2_a_ch_1":1.68915,"skew_inten_ch_1":0.05699,"skew_inten_ch_3":0.27773,"skew_inten_ch_4":1.62466,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":9,"total_inten_ch_1":26766,"total_inten_ch_2":3709,"total_inten_ch_3":3003,"total_inten_ch_4":413,"var_inten_ch_1":53.92877,"var_inten_ch_3":9.40033,"var_inten_ch_4":2.56307,"width_ch_1":11.3544}
{"case":"Test","class":"PS","angle_ch_1":97.71368,"area_ch_1":184,"avg_inten_ch_1":39.57386,"avg_inten_ch_2":26.25568,"avg_inten_ch_3":98.86932,"avg_inten_ch_4":12.26705,"convex_hull_area_ratio_ch_1":1.16486,"convex_hull_perim_ratio_ch_1":0.93019,"diff_inten_density_ch_1":42.68285,"diff_inten_density_ch_3":69.49838,"diff_inten_density_ch_4":14.90939,"entropy_inten_ch_1":5.95556,"entropy_inten_ch_3":6.70785,"entropy_inten_ch_4":3.23477,"eq_circ_diam_ch_1":15.32606,"eq_ellipse_lwr_ch_1":3.47646,"eq_ellipse_oblate_vol_ch_1":356.08932,"eq_ellipse_prolate_vol_ch_1":102.42882,"eq_sphere_area_ch_1":737.9229,"eq_sphere_vol_ch_1":1884.90861,"fiber_align_2_ch_3":1.03167,"fiber_align_2_ch_4":1.37382,"fiber_length_ch_1":31.80535,"fiber_width_ch_1":6.09691,"inten_cooc_asm_ch_3":0.00761,"inten_cooc_asm_ch_4":0.14279,"inten_cooc_contrast_ch_3":16.81746,"inten_cooc_contrast_ch_4":5.96649,"inten_cooc_entropy_ch_3":7.26637,"inten_cooc_entropy_ch_4":4.46118,"inten_cooc_max_ch_3":0.02469,"inten_cooc_max_ch_4":0.37654,"kurt_inten_ch_1":-0.04703,"kurt_inten_ch_3":-0.63811,"kurt_inten_ch_4":27.84615,"length_ch_1":29.69665,"neighbor_avg_dist_ch_1":324.90124,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":148.49046,"perim_ch_1":75.80453,"shape_bfr_ch_1":0.55928,"shape_lwr_ch_1":2.6736,"shape_p_2_a_ch_1":2.35813,"skew_inten_ch_1":0.71061,"skew_inten_ch_3":0.42576,"skew_inten_ch_4":4.95634,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6965,"total_inten_ch_2":4446,"total_inten_ch_3":17401,"total_inten_ch_4":2159,"var_inten_ch_1":28.14381,"var_inten_ch_3":60.032,"var_inten_ch_4":36.67722,"width_ch_1":11.10738}
{"case":"Test","class":"WS","angle_ch_1":106.05136,"area_ch_1":672,"avg_inten_ch_1":63.02336,"avg_inten_ch_2":226.15732,"avg_inten_ch_3":48.68069,"avg_inten_ch_4":49.26791,"convex_hull_area_ratio_ch_1":1.11321,"convex_hull_perim_ratio_ch_1":0.89132,"diff_inten_density_ch_1":54.18838,"diff_inten_density_ch_3":43.61743,"diff_inten_density_ch_4":43.30871,"entropy_inten_ch_1":6.92613,"entropy_inten_ch_3":4.10129,"entropy_inten_ch_4":4.83563,"eq_circ_diam_ch_1":29.27128,"eq_ellipse_lwr_ch_1":2.97225,"eq_ellipse_oblate_vol_ch_1":2293.858,"eq_ellipse_prolate_vol_ch_1":771.75892,"eq_sphere_area_ch_1":2691.7415,"eq_sphere_vol_ch_1":13131.78725,"fiber_align_2_ch_3":1.58467,"fiber_align_2_ch_4":1.68837,"fiber_length_ch_1":55.30658,"fiber_width_ch_1":12.55589,"inten_cooc_asm_ch_3":0.27922,"inten_cooc_asm_ch_4":0.15818,"inten_cooc_contrast_ch_3":1.72763,"inten_cooc_contrast_ch_4":4.41072,"inten_cooc_entropy_ch_3":3.74237,"inten_cooc_entropy_ch_4":4.89746,"inten_cooc_max_ch_3":0.52769,"inten_cooc_max_ch_4":0.39255,"kurt_inten_ch_1":-0.41036,"kurt_inten_ch_3":4.43038,"kurt_inten_ch_4":1.32352,"length_ch_1":53.57566,"neighbor_avg_dist_ch_1":217.7447,"neighbor_min_dist_ch_1":25.67701,"neighbor_var_dist_ch_1":89.35849,"perim_ch_1":135.72494,"shape_bfr_ch_1":0.63396,"shape_lwr_ch_1":2.70413,"shape_p_2_a_ch_1":2.11097,"skew_inten_ch_1":0.48766,"skew_inten_ch_3":2.18248,"skew_inten_ch_4":1.18163,"spot_fiber_count_ch_3":7,"spot_fiber_count_ch_4":13,"total_inten_ch_1":40461,"total_inten_ch_2":144552,"total_inten_ch_3":31253,"total_inten_ch_4":31630,"var_inten_ch_1":37.47087,"var_inten_ch_3":86.1993,"var_inten_ch_4":60.8566,"width_ch_1":19.81256}
{"case":"Train","class":"PS","angle_ch_1":126.25437,"area_ch_1":228,"avg_inten_ch_1":79.58716,"avg_inten_ch_2":1.11927,"avg_inten_ch_3":224.31193,"avg_inten_ch_4":21.56881,"convex_hull_area_ratio_ch_1":1.51579,"convex_hull_perim_ratio_ch_1":0.93822,"diff_inten_density_ch_1":61.51733,"diff_inten_density_ch_3":123.60267,"diff_inten_density_ch_4":32.00267,"entropy_inten_ch_1":6.68404,"entropy_inten_ch_3":7.24115,"entropy_inten_ch_4":2.1781,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":5.53647,"eq_ellipse_oblate_vol_ch_1":619.47341,"eq_ellipse_prolate_vol_ch_1":111.88965,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.65417,"fiber_align_2_ch_4":1.90393,"fiber_length_ch_1":45.25688,"fiber_width_ch_1":5.50069,"inten_cooc_asm_ch_3":0.0075,"inten_cooc_asm_ch_4":0.50668,"inten_cooc_contrast_ch_3":18.51259,"inten_cooc_contrast_ch_4":1.37961,"inten_cooc_entropy_ch_3":7.40847,"inten_cooc_entropy_ch_4":2.26228,"inten_cooc_max_ch_3":0.03825,"inten_cooc_max_ch_4":0.71354,"kurt_inten_ch_1":4.19125,"kurt_inten_ch_3":4.98967,"kurt_inten_ch_4":6.10231,"length_ch_1":43.42682,"neighbor_avg_dist_ch_1":225.03111,"neighbor_min_dist_ch_1":14.33333,"neighbor_var_dist_ch_1":105.93046,"perim_ch_1":101.51515,"shape_bfr_ch_1":0.47799,"shape_lwr_ch_1":3.94492,"shape_p_2_a_ch_1":3.29418,"skew_inten_ch_1":1.61307,"skew_inten_ch_3":1.72657,"skew_inten_ch_4":2.49713,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":17350,"total_inten_ch_2":27,"total_inten_ch_3":48900,"total_inten_ch_4":4702,"var_inten_ch_1":53.99205,"var_inten_ch_3":133.80156,"var_inten_ch_4":47.02447,"width_ch_1":11.00829}
{"case":"Train","class":"WS","angle_ch_1":121.70599,"area_ch_1":253,"avg_inten_ch_1":506.21074,"avg_inten_ch_2":584.29752,"avg_inten_ch_3":291.07438,"avg_inten_ch_4":634.20248,"convex_hull_area_ratio_ch_1":1.0427,"convex_hull_perim_ratio_ch_1":0.96796,"diff_inten_density_ch_1":166.57047,"diff_inten_density_ch_3":141.0179,"diff_inten_density_ch_4":313.88591,"entropy_inten_ch_1":7.53137,"entropy_inten_ch_3":7.26767,"entropy_inten_ch_4":7.61007,"eq_circ_diam_ch_1":17.9714,"eq_ellipse_lwr_ch_1":1.26905,"eq_ellipse_oblate_vol_ch_1":346.88434,"eq_ellipse_prolate_vol_ch_1":273.34083,"eq_sphere_area_ch_1":1014.64399,"eq_sphere_vol_ch_1":3039.09548,"fiber_align_2_ch_3":1.17737,"fiber_align_2_ch_4":1.49422,"fiber_length_ch_1":15.83579,"fiber_width_ch_1":15.83579,"inten_cooc_asm_ch_3":0.0102,"inten_cooc_asm_ch_4":0.00801,"inten_cooc_contrast_ch_3":9.54079,"inten_cooc_contrast_ch_4":11.06236,"inten_cooc_entropy_ch_3":7.17008,"inten_cooc_entropy_ch_4":7.22745,"inten_cooc_max_ch_3":0.06278,"inten_cooc_max_ch_4":0.03139,"kurt_inten_ch_1":-1.24255,"kurt_inten_ch_3":-0.49579,"kurt_inten_ch_4":-0.94118,"length_ch_1":22.13511,"neighbor_avg_dist_ch_1":226.80604,"neighbor_min_dist_ch_1":31.88637,"neighbor_var_dist_ch_1":74.67263,"perim_ch_1":63.34315,"shape_bfr_ch_1":0.63992,"shape_lwr_ch_1":1.23606,"shape_p_2_a_ch_1":1.20998,"skew_inten_ch_1":-0.4141,"skew_inten_ch_3":0.12367,"skew_inten_ch_4":-0.10249,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":122503,"total_inten_ch_2":141159,"total_inten_ch_3":70440,"total_inten_ch_4":153477,"var_inten_ch_1":260.01473,"var_inten_ch_3":165.09327,"var_inten_ch_4":340.62881,"width_ch_1":17.90785}
{"case":"Test","class":"WS","angle_ch_1":134.5466,"area_ch_1":171,"avg_inten_ch_1":99.78049,"avg_inten_ch_2":199.61585,"avg_inten_ch_3":13.01829,"avg_inten_ch_4":62.26829,"convex_hull_area_ratio_ch_1":1.06034,"convex_hull_perim_ratio_ch_1":0.95833,"diff_inten_density_ch_1":57.42034,"diff_inten_density_ch_3":18.1661,"diff_inten_density_ch_4":35.94915,"entropy_inten_ch_1":6.59201,"entropy_inten_ch_3":2.68385,"entropy_inten_ch_4":4.57056,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":1.95758,"eq_ellipse_oblate_vol_ch_1":240.35141,"eq_ellipse_prolate_vol_ch_1":122.78009,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.77575,"fiber_align_2_ch_4":1.14369,"fiber_length_ch_1":17.15978,"fiber_width_ch_1":10.62859,"inten_cooc_asm_ch_3":0.38605,"inten_cooc_asm_ch_4":0.15608,"inten_cooc_contrast_ch_3":2.15281,"inten_cooc_contrast_ch_4":3.34471,"inten_cooc_entropy_ch_3":2.87028,"inten_cooc_entropy_ch_4":4.66246,"inten_cooc_max_ch_3":0.61905,"inten_cooc_max_ch_4":0.38776,"kurt_inten_ch_1":-0.67921,"kurt_inten_ch_3":4.91196,"kurt_inten_ch_4":-1.34562,"length_ch_1":21.02232,"neighbor_avg_dist_ch_1":197.90785,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":91.53326,"perim_ch_1":55.57675,"shape_bfr_ch_1":0.7025,"shape_lwr_ch_1":1.80604,"shape_p_2_a_ch_1":1.34768,"skew_inten_ch_1":-0.20125,"skew_inten_ch_3":2.25356,"skew_inten_ch_4":0.42329,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":16364,"total_inten_ch_2":32574,"total_inten_ch_3":2135,"total_inten_ch_4":10212,"var_inten_ch_1":42.9793,"var_inten_ch_3":24.99987,"var_inten_ch_4":64.33744,"width_ch_1":11.64001}
{"case":"Train","class":"WS","angle_ch_1":63.23474,"area_ch_1":182,"avg_inten_ch_1":341.97126,"avg_inten_ch_2":314.86207,"avg_inten_ch_3":317.75862,"avg_inten_ch_4":140.13793,"convex_hull_area_ratio_ch_1":1.01359,"convex_hull_perim_ratio_ch_1":0.99481,"diff_inten_density_ch_1":138.7918,"diff_inten_density_ch_3":229.32177,"diff_inten_density_ch_4":98.29968,"entropy_inten_ch_1":7.06493,"entropy_inten_ch_3":6.80668,"entropy_inten_ch_4":6.93134,"eq_circ_diam_ch_1":15.23873,"eq_ellipse_lwr_ch_1":1.04965,"eq_ellipse_oblate_vol_ch_1":192.33941,"eq_ellipse_prolate_vol_ch_1":183.24096,"eq_sphere_area_ch_1":729.53741,"eq_sphere_vol_ch_1":1852.87093,"fiber_align_2_ch_3":1.14633,"fiber_align_2_ch_4":1.41409,"fiber_length_ch_1":12.87038,"fiber_width_ch_1":12.87038,"inten_cooc_asm_ch_3":0.01407,"inten_cooc_asm_ch_4":0.0082,"inten_cooc_contrast_ch_3":8.70253,"inten_cooc_contrast_ch_4":13.88602,"inten_cooc_entropy_ch_3":6.80527,"inten_cooc_entropy_ch_4":7.1948,"inten_cooc_max_ch_3":0.07595,"inten_cooc_max_ch_4":0.03165,"kurt_inten_ch_1":-0.12239,"kurt_inten_ch_3":0.61003,"kurt_inten_ch_4":-0.40482,"length_ch_1":16.93117,"neighbor_avg_dist_ch_1":246.80415,"neighbor_min_dist_ch_1":25.099,"neighbor_var_dist_ch_1":126.43462,"perim_ch_1":51.48152,"shape_bfr_ch_1":0.65372,"shape_lwr_ch_1":1.02749,"shape_p_2_a_ch_1":1.09354,"skew_inten_ch_1":-0.61517,"skew_inten_ch_3":1.00163,"skew_inten_ch_4":0.54912,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":59503,"total_inten_ch_2":54613,"total_inten_ch_3":55290,"total_inten_ch_4":24384,"var_inten_ch_1":136.03982,"var_inten_ch_3":278.09566,"var_inten_ch_4":100.20762,"width_ch_1":16.47812}
{"case":"Train","class":"PS","angle_ch_1":4.89793,"area_ch_1":191,"avg_inten_ch_1":78.25683,"avg_inten_ch_2":5.64481,"avg_inten_ch_3":176.36066,"avg_inten_ch_4":4.42623,"convex_hull_area_ratio_ch_1":1.31407,"convex_hull_perim_ratio_ch_1":0.71267,"diff_inten_density_ch_1":89.17308,"diff_inten_density_ch_3":169.20513,"diff_inten_density_ch_4":8.91026,"entropy_inten_ch_1":6.51996,"entropy_inten_ch_3":6.09501,"entropy_inten_ch_4":3.4762,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":1.78842,"eq_ellipse_oblate_vol_ch_1":270.79042,"eq_ellipse_prolate_vol_ch_1":151.41297,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.22413,"fiber_align_2_ch_4":1.7042,"fiber_length_ch_1":39.71372,"fiber_width_ch_1":5.25232,"inten_cooc_asm_ch_3":0.03363,"inten_cooc_asm_ch_4":0.02721,"inten_cooc_contrast_ch_3":5.88729,"inten_cooc_contrast_ch_4":15.20428,"inten_cooc_entropy_ch_3":6.19278,"inten_cooc_entropy_ch_4":5.94331,"inten_cooc_max_ch_3":0.1634,"inten_cooc_max_ch_4":0.11765,"kurt_inten_ch_1":4.52596,"kurt_inten_ch_3":4.1618,"kurt_inten_ch_4":4.90667,"length_ch_1":23.3157,"neighbor_avg_dist_ch_1":261.87287,"neighbor_min_dist_ch_1":68.71738,"neighbor_var_dist_ch_1":120.78923,"perim_ch_1":89.93206,"shape_bfr_ch_1":0.56231,"shape_lwr_ch_1":1.59362,"shape_p_2_a_ch_1":3.0855,"skew_inten_ch_1":2.12808,"skew_inten_ch_3":2.06284,"skew_inten_ch_4":2.10415,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":10,"total_inten_ch_1":14321,"total_inten_ch_2":851,"total_inten_ch_3":32274,"total_inten_ch_4":810,"var_inten_ch_1":92.07501,"var_inten_ch_3":243.80488,"var_inten_ch_4":5.86681,"width_ch_1":14.63065}
{"case":"Train","class":"PS","angle_ch_1":85.62634,"area_ch_1":232,"avg_inten_ch_1":78.99099,"avg_inten_ch_2":155.35586,"avg_inten_ch_3":92.84685,"avg_inten_ch_4":154.08108,"convex_hull_area_ratio_ch_1":1.04167,"convex_hull_perim_ratio_ch_1":0.97697,"diff_inten_density_ch_1":59.43415,"diff_inten_density_ch_3":47.50732,"diff_inten_density_ch_4":83.1122,"entropy_inten_ch_1":6.77837,"entropy_inten_ch_3":6.30509,"entropy_inten_ch_4":6.88457,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":1.61352,"eq_ellipse_oblate_vol_ch_1":343.66741,"eq_ellipse_prolate_vol_ch_1":212.99219,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.15907,"fiber_align_2_ch_4":1.559,"fiber_length_ch_1":17.73796,"fiber_width_ch_1":13.47316,"inten_cooc_asm_ch_3":0.01897,"inten_cooc_asm_ch_4":0.01206,"inten_cooc_contrast_ch_3":10.99243,"inten_cooc_contrast_ch_4":6.42667,"inten_cooc_entropy_ch_3":6.75339,"inten_cooc_entropy_ch_4":6.9266,"inten_cooc_max_ch_3":0.11483,"inten_cooc_max_ch_4":0.07656,"kurt_inten_ch_1":-1.07093,"kurt_inten_ch_3":3.3448,"kurt_inten_ch_4":-0.95032,"length_ch_1":22.14008,"neighbor_avg_dist_ch_1":193.50672,"neighbor_min_dist_ch_1":19.42542,"neighbor_var_dist_ch_1":86.1878,"perim_ch_1":62.42224,"shape_bfr_ch_1":0.74798,"shape_lwr_ch_1":1.57563,"shape_p_2_a_ch_1":1.29746,"skew_inten_ch_1":0.03642,"skew_inten_ch_3":0.66168,"skew_inten_ch_4":0.25918,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":17536,"total_inten_ch_2":34268,"total_inten_ch_3":20612,"total_inten_ch_4":34206,"var_inten_ch_1":43.82335,"var_inten_ch_3":58.05802,"var_inten_ch_4":111.35878,"width_ch_1":14.05153}
{"case":"Train","class":"PS","angle_ch_1":118.46889,"area_ch_1":633,"avg_inten_ch_1":40.87417,"avg_inten_ch_2":176.71523,"avg_inten_ch_3":66.19868,"avg_inten_ch_4":175.74669,"convex_hull_area_ratio_ch_1":1.47581,"convex_hull_perim_ratio_ch_1":0.76207,"diff_inten_density_ch_1":45.84968,"diff_inten_density_ch_3":52.65437,"diff_inten_density_ch_4":113.27543,"entropy_inten_ch_1":6.48077,"entropy_inten_ch_3":5.83544,"entropy_inten_ch_4":7.16363,"eq_circ_diam_ch_1":28.39178,"eq_ellipse_lwr_ch_1":1.68384,"eq_ellipse_oblate_vol_ch_1":1575.53117,"eq_ellipse_prolate_vol_ch_1":935.67908,"eq_sphere_area_ch_1":2532.41723,"eq_sphere_vol_ch_1":11983.3075,"fiber_align_2_ch_3":1.38545,"fiber_align_2_ch_4":1.49603,"fiber_length_ch_1":72.90355,"fiber_width_ch_1":9.06514,"inten_cooc_asm_ch_3":0.08156,"inten_cooc_asm_ch_4":0.02855,"inten_cooc_contrast_ch_3":4.69195,"inten_cooc_contrast_ch_4":6.29228,"inten_cooc_entropy_ch_3":5.68881,"inten_cooc_entropy_ch_4":6.58511,"inten_cooc_max_ch_3":0.28007,"inten_cooc_max_ch_4":0.14801,"kurt_inten_ch_1":1.92889,"kurt_inten_ch_3":5.05345,"kurt_inten_ch_4":2.79888,"length_ch_1":47.56089,"neighbor_avg_dist_ch_1":259.15199,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":124.64907,"perim_ch_1":163.93739,"shape_bfr_ch_1":0.41165,"shape_lwr_ch_1":1.4708,"shape_p_2_a_ch_1":3.23609,"skew_inten_ch_1":1.30487,"skew_inten_ch_3":2.23214,"skew_inten_ch_4":1.5393,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":24688,"total_inten_ch_2":106133,"total_inten_ch_3":39984,"total_inten_ch_4":106151,"var_inten_ch_1":33.7765,"var_inten_ch_3":98.67837,"var_inten_ch_4":183.0417,"width_ch_1":32.33684}
{"case":"Train","class":"WS","angle_ch_1":137.93409,"area_ch_1":318,"avg_inten_ch_1":188.32237,"avg_inten_ch_2":233.58553,"avg_inten_ch_3":9.01974,"avg_inten_ch_4":99.83224,"convex_hull_area_ratio_ch_1":1.04114,"convex_hull_perim_ratio_ch_1":0.9649,"diff_inten_density_ch_1":77.48057,"diff_inten_density_ch_3":10.75972,"diff_inten_density_ch_4":61.10247,"entropy_inten_ch_1":7.52721,"entropy_inten_ch_3":3.60308,"entropy_inten_ch_4":5.6607,"eq_circ_diam_ch_1":20.14239,"eq_ellipse_lwr_ch_1":1.33199,"eq_ellipse_oblate_vol_ch_1":500.3599,"eq_ellipse_prolate_vol_ch_1":375.64824,"eq_sphere_area_ch_1":1274.5941,"eq_sphere_vol_ch_1":4278.89541,"fiber_align_2_ch_3":1.63986,"fiber_align_2_ch_4":1.47337,"fiber_length_ch_1":17.9016,"fiber_width_ch_1":17.9016,"inten_cooc_asm_ch_3":0.19765,"inten_cooc_asm_ch_4":0.10056,"inten_cooc_contrast_ch_3":4.27562,"inten_cooc_contrast_ch_4":4.34806,"inten_cooc_entropy_ch_3":4.43536,"inten_cooc_entropy_ch_4":5.46681,"inten_cooc_max_ch_3":0.44876,"inten_cooc_max_ch_4":0.30742,"kurt_inten_ch_1":-0.97199,"kurt_inten_ch_3":0.67343,"kurt_inten_ch_4":-0.86035,"length_ch_1":23.96996,"neighbor_avg_dist_ch_1":245.45784,"neighbor_min_dist_ch_1":25.34833,"neighbor_var_dist_ch_1":113.44505,"perim_ch_1":71.60639,"shape_bfr_ch_1":0.70999,"shape_lwr_ch_1":1.28019,"shape_p_2_a_ch_1":1.23187,"skew_inten_ch_1":-0.04372,"skew_inten_ch_3":1.33926,"skew_inten_ch_4":0.54778,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":57250,"total_inten_ch_2":70707,"total_inten_ch_3":2742,"total_inten_ch_4":30349,"var_inten_ch_1":96.18941,"var_inten_ch_3":12.8183,"var_inten_ch_4":97.54854,"width_ch_1":18.72372}
{"case":"Test","class":"PS","angle_ch_1":120.00154,"area_ch_1":193,"avg_inten_ch_1":54.08649,"avg_inten_ch_2":346.79459,"avg_inten_ch_3":35.88108,"avg_inten_ch_4":83.28108,"convex_hull_area_ratio_ch_1":1.12853,"convex_hull_perim_ratio_ch_1":0.94659,"diff_inten_density_ch_1":49.55689,"diff_inten_density_ch_3":40.81437,"diff_inten_density_ch_4":75.70659,"entropy_inten_ch_1":6.34402,"entropy_inten_ch_3":3.6308,"entropy_inten_ch_4":4.92328,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":2.08277,"eq_ellipse_oblate_vol_ch_1":297.02981,"eq_ellipse_prolate_vol_ch_1":142.61271,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.76186,"fiber_align_2_ch_4":1.63127,"fiber_length_ch_1":21.81355,"fiber_width_ch_1":9.34613,"inten_cooc_asm_ch_3":0.23589,"inten_cooc_asm_ch_4":0.11179,"inten_cooc_contrast_ch_3":2.92048,"inten_cooc_contrast_ch_4":4.9915,"inten_cooc_entropy_ch_3":3.97421,"inten_cooc_entropy_ch_4":5.16296,"inten_cooc_max_ch_3":0.48521,"inten_cooc_max_ch_4":0.33136,"kurt_inten_ch_1":-0.39376,"kurt_inten_ch_3":1.68037,"kurt_inten_ch_4":-0.70108,"length_ch_1":22.98914,"neighbor_avg_dist_ch_1":232.06812,"neighbor_min_dist_ch_1":24.76265,"neighbor_var_dist_ch_1":113.94101,"perim_ch_1":62.31934,"shape_bfr_ch_1":0.66291,"shape_lwr_ch_1":1.80672,"shape_p_2_a_ch_1":1.51592,"skew_inten_ch_1":0.36487,"skew_inten_ch_3":1.61983,"skew_inten_ch_4":0.85906,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10006,"total_inten_ch_2":63973,"total_inten_ch_3":6638,"total_inten_ch_4":15407,"var_inten_ch_1":30.53085,"var_inten_ch_3":56.19096,"var_inten_ch_4":99.52567,"width_ch_1":12.72427}
{"case":"Train","class":"PS","angle_ch_1":46.31059,"area_ch_1":158,"avg_inten_ch_1":156.53642,"avg_inten_ch_2":265.66887,"avg_inten_ch_3":53.30464,"avg_inten_ch_4":100.54967,"convex_hull_area_ratio_ch_1":1.04673,"convex_hull_perim_ratio_ch_1":0.97279,"diff_inten_density_ch_1":71.56089,"diff_inten_density_ch_3":40.61624,"diff_inten_density_ch_4":68.37269,"entropy_inten_ch_1":6.78957,"entropy_inten_ch_3":5.51769,"entropy_inten_ch_4":5.26608,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":1.63015,"eq_ellipse_oblate_vol_ch_1":193.77635,"eq_ellipse_prolate_vol_ch_1":118.87025,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":1.56875,"fiber_align_2_ch_4":1.81887,"fiber_length_ch_1":14.15816,"fiber_width_ch_1":11.88247,"inten_cooc_asm_ch_3":0.03547,"inten_cooc_asm_ch_4":0.07492,"inten_cooc_contrast_ch_3":7.63175,"inten_cooc_contrast_ch_4":6.51669,"inten_cooc_entropy_ch_3":6.22107,"inten_cooc_entropy_ch_4":5.56083,"inten_cooc_max_ch_3":0.17037,"inten_cooc_max_ch_4":0.25926,"kurt_inten_ch_1":-0.68223,"kurt_inten_ch_3":-0.77603,"kurt_inten_ch_4":-0.97726,"length_ch_1":18.88382,"neighbor_avg_dist_ch_1":172.79851,"neighbor_min_dist_ch_1":20.11467,"neighbor_var_dist_ch_1":74.33398,"perim_ch_1":52.08125,"shape_bfr_ch_1":0.67486,"shape_lwr_ch_1":1.52047,"shape_p_2_a_ch_1":1.28303,"skew_inten_ch_1":-0.1032,"skew_inten_ch_3":0.62107,"skew_inten_ch_4":0.38135,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":23637,"total_inten_ch_2":39966,"total_inten_ch_3":8049,"total_inten_ch_4":15183,"var_inten_ch_1":71.44996,"var_inten_ch_3":49.78018,"var_inten_ch_4":92.03143,"width_ch_1":12.41971}
{"case":"Train","class":"PS","angle_ch_1":47.89036,"area_ch_1":223,"avg_inten_ch_1":137.46479,"avg_inten_ch_2":215.10329,"avg_inten_ch_3":18.84507,"avg_inten_ch_4":20.23474,"convex_hull_area_ratio_ch_1":1.0967,"convex_hull_perim_ratio_ch_1":0.95216,"diff_inten_density_ch_1":70.58747,"diff_inten_density_ch_3":15.99217,"diff_inten_density_ch_4":20.39426,"entropy_inten_ch_1":7.07601,"entropy_inten_ch_3":1.78355,"entropy_inten_ch_4":3.44451,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":3.00121,"eq_ellipse_oblate_vol_ch_1":440.4929,"eq_ellipse_prolate_vol_ch_1":146.77193,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":1.62578,"fiber_align_2_ch_4":1.2469,"fiber_length_ch_1":26.23989,"fiber_width_ch_1":9.08778,"inten_cooc_asm_ch_3":0.61357,"inten_cooc_asm_ch_4":0.29934,"inten_cooc_contrast_ch_3":0.27705,"inten_cooc_contrast_ch_4":2.63546,"inten_cooc_entropy_ch_3":1.58054,"inten_cooc_entropy_ch_4":3.64471,"inten_cooc_max_ch_3":0.78646,"inten_cooc_max_ch_4":0.54688,"kurt_inten_ch_1":-0.3038,"kurt_inten_ch_3":3.69217,"kurt_inten_ch_4":1.07944,"length_ch_1":28.30736,"neighbor_avg_dist_ch_1":164.99115,"neighbor_min_dist_ch_1":21.37777,"neighbor_var_dist_ch_1":66.88743,"perim_ch_1":70.65534,"shape_bfr_ch_1":0.70862,"shape_lwr_ch_1":2.54327,"shape_p_2_a_ch_1":1.66593,"skew_inten_ch_1":0.39014,"skew_inten_ch_3":2.26764,"skew_inten_ch_4":1.43659,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":29280,"total_inten_ch_2":45605,"total_inten_ch_3":4014,"total_inten_ch_4":4310,"var_inten_ch_1":74.49117,"var_inten_ch_3":44.90281,"var_inten_ch_4":30.28242,"width_ch_1":11.13029}
{"case":"Test","class":"WS","angle_ch_1":121.56857,"area_ch_1":223,"avg_inten_ch_1":188.79812,"avg_inten_ch_2":386.02347,"avg_inten_ch_3":140.66197,"avg_inten_ch_4":358.05634,"convex_hull_area_ratio_ch_1":1.0723,"convex_hull_perim_ratio_ch_1":0.92422,"diff_inten_density_ch_1":87.42268,"diff_inten_density_ch_3":105.96907,"diff_inten_density_ch_4":168.92784,"entropy_inten_ch_1":7.16884,"entropy_inten_ch_3":5.8728,"entropy_inten_ch_4":7.38893,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":1.12808,"eq_ellipse_oblate_vol_ch_1":270.05996,"eq_ellipse_prolate_vol_ch_1":239.39866,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":1.73686,"fiber_align_2_ch_4":1.46927,"fiber_length_ch_1":19.27194,"fiber_width_ch_1":12.22398,"inten_cooc_asm_ch_3":0.05946,"inten_cooc_asm_ch_4":0.0079,"inten_cooc_contrast_ch_3":6.22423,"inten_cooc_contrast_ch_4":11.46134,"inten_cooc_entropy_ch_3":5.82645,"inten_cooc_entropy_ch_4":7.24361,"inten_cooc_max_ch_3":0.2268,"inten_cooc_max_ch_4":0.02577,"kurt_inten_ch_1":-0.66095,"kurt_inten_ch_3":0.89487,"kurt_inten_ch_4":-0.342,"length_ch_1":19.45329,"neighbor_avg_dist_ch_1":212.42535,"neighbor_min_dist_ch_1":28.46485,"neighbor_var_dist_ch_1":109.33588,"perim_ch_1":62.99184,"shape_bfr_ch_1":0.63602,"shape_lwr_ch_1":1.07804,"shape_p_2_a_ch_1":1.34035,"skew_inten_ch_1":0.10769,"skew_inten_ch_3":1.17409,"skew_inten_ch_4":0.29588,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":40214,"total_inten_ch_2":82011,"total_inten_ch_3":29961,"total_inten_ch_4":76266,"var_inten_ch_1":110.42173,"var_inten_ch_3":151.33512,"var_inten_ch_4":191.37576,"width_ch_1":18.04501}
{"case":"Train","class":"PS","angle_ch_1":172.08667,"area_ch_1":202,"avg_inten_ch_1":72.74611,"avg_inten_ch_2":6.53886,"avg_inten_ch_3":133.35233,"avg_inten_ch_4":3.56477,"convex_hull_area_ratio_ch_1":1.58881,"convex_hull_perim_ratio_ch_1":0.82503,"diff_inten_density_ch_1":87.63385,"diff_inten_density_ch_3":190.63692,"diff_inten_density_ch_4":8.29231,"entropy_inten_ch_1":6.61998,"entropy_inten_ch_3":6.01093,"entropy_inten_ch_4":3.30906,"eq_circ_diam_ch_1":16.04918,"eq_ellipse_lwr_ch_1":4.82196,"eq_ellipse_oblate_vol_ch_1":481.58112,"eq_ellipse_prolate_vol_ch_1":99.87242,"eq_sphere_area_ch_1":809.19955,"eq_sphere_vol_ch_1":2164.49835,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":49.12285,"fiber_width_ch_1":4.38497,"inten_cooc_asm_ch_3":0.02469,"inten_cooc_asm_ch_4":0.03173,"inten_cooc_contrast_ch_3":13.30352,"inten_cooc_contrast_ch_4":19.93753,"inten_cooc_entropy_ch_3":6.51848,"inten_cooc_entropy_ch_4":6.06039,"inten_cooc_max_ch_3":0.1345,"inten_cooc_max_ch_4":0.15584,"kurt_inten_ch_1":2.02744,"kurt_inten_ch_3":4.17735,"kurt_inten_ch_4":0.4773,"length_ch_1":38.78881,"neighbor_avg_dist_ch_1":298.24422,"neighbor_min_dist_ch_1":45.98033,"neighbor_var_dist_ch_1":110.60592,"perim_ch_1":107.01565,"shape_bfr_ch_1":0.42368,"shape_lwr_ch_1":3.15108,"shape_p_2_a_ch_1":4.23089,"skew_inten_ch_1":1.44043,"skew_inten_ch_3":1.90565,"skew_inten_ch_4":1.0531,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":14040,"total_inten_ch_2":1070,"total_inten_ch_3":25737,"total_inten_ch_4":688,"var_inten_ch_1":64.70501,"var_inten_ch_3":177.78767,"var_inten_ch_4":3.83564,"width_ch_1":12.30968}
{"case":"Test","class":"PS","angle_ch_1":98.89762,"area_ch_1":340,"avg_inten_ch_1":24.64,"avg_inten_ch_2":82.31692,"avg_inten_ch_3":33.95077,"avg_inten_ch_4":63.06154,"convex_hull_area_ratio_ch_1":1.25404,"convex_hull_perim_ratio_ch_1":0.84755,"diff_inten_density_ch_1":38.58037,"diff_inten_density_ch_3":36.56007,"diff_inten_density_ch_4":41.3181,"entropy_inten_ch_1":5.73,"entropy_inten_ch_3":5.7229,"entropy_inten_ch_4":5.85935,"eq_circ_diam_ch_1":20.82648,"eq_ellipse_lwr_ch_1":2.22771,"eq_ellipse_oblate_vol_ch_1":715.27911,"eq_ellipse_prolate_vol_ch_1":321.08324,"eq_sphere_area_ch_1":1362.64172,"eq_sphere_vol_ch_1":4729.83877,"fiber_align_2_ch_3":1.34859,"fiber_align_2_ch_4":1.34563,"fiber_length_ch_1":41.85841,"fiber_width_ch_1":8.52654,"inten_cooc_asm_ch_3":0.01949,"inten_cooc_asm_ch_4":0.05969,"inten_cooc_contrast_ch_3":13.53422,"inten_cooc_contrast_ch_4":6.22288,"inten_cooc_entropy_ch_3":6.90521,"inten_cooc_entropy_ch_4":6.01947,"inten_cooc_max_ch_3":0.11644,"inten_cooc_max_ch_4":0.23746,"kurt_inten_ch_1":4.19099,"kurt_inten_ch_3":10.8923,"kurt_inten_ch_4":-0.17828,"length_ch_1":31.45314,"neighbor_avg_dist_ch_1":279.93173,"neighbor_min_dist_ch_1":34.2173,"neighbor_var_dist_ch_1":123.82831,"perim_ch_1":100.76989,"shape_bfr_ch_1":0.59371,"shape_lwr_ch_1":1.72418,"shape_p_2_a_ch_1":2.26409,"skew_inten_ch_1":1.54358,"skew_inten_ch_3":2.64186,"skew_inten_ch_4":0.60328,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8008,"total_inten_ch_2":26429,"total_inten_ch_3":11034,"total_inten_ch_4":20495,"var_inten_ch_1":21.22124,"var_inten_ch_3":40.76859,"var_inten_ch_4":57.30826,"width_ch_1":18.2424}
{"case":"Test","class":"PS","angle_ch_1":23.55912,"area_ch_1":203,"avg_inten_ch_1":18.12371,"avg_inten_ch_2":4.51546,"avg_inten_ch_3":44.10825,"avg_inten_ch_4":47.18041,"convex_hull_area_ratio_ch_1":1.07335,"convex_hull_perim_ratio_ch_1":0.93313,"diff_inten_density_ch_1":31.32571,"diff_inten_density_ch_3":27.62286,"diff_inten_density_ch_4":36.02857,"entropy_inten_ch_1":5.18749,"entropy_inten_ch_3":5.9236,"entropy_inten_ch_4":5.33428,"eq_circ_diam_ch_1":16.09071,"eq_ellipse_lwr_ch_1":1.56694,"eq_ellipse_oblate_vol_ch_1":276.66286,"eq_ellipse_prolate_vol_ch_1":176.56208,"eq_sphere_area_ch_1":813.39229,"eq_sphere_vol_ch_1":2181.34265,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.57681,"fiber_length_ch_1":22.24952,"fiber_width_ch_1":9.6341,"inten_cooc_asm_ch_3":0.00698,"inten_cooc_asm_ch_4":0.05478,"inten_cooc_contrast_ch_3":29.93613,"inten_cooc_contrast_ch_4":5.5128,"inten_cooc_entropy_ch_3":7.44503,"inten_cooc_entropy_ch_4":5.81975,"inten_cooc_max_ch_3":0.03409,"inten_cooc_max_ch_4":0.24432,"kurt_inten_ch_1":0.21757,"kurt_inten_ch_3":-0.19402,"kurt_inten_ch_4":0.56738,"length_ch_1":22.74153,"neighbor_avg_dist_ch_1":249.43635,"neighbor_min_dist_ch_1":29.761,"neighbor_var_dist_ch_1":112.62336,"perim_ch_1":63.76723,"shape_bfr_ch_1":0.54482,"shape_lwr_ch_1":1.38564,"shape_p_2_a_ch_1":1.50956,"skew_inten_ch_1":0.72219,"skew_inten_ch_3":-0.02952,"skew_inten_ch_4":1.05446,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":3516,"total_inten_ch_2":683,"total_inten_ch_3":8557,"total_inten_ch_4":9153,"var_inten_ch_1":15.11349,"var_inten_ch_3":19.39427,"var_inten_ch_4":50.11516,"width_ch_1":16.41232}
{"case":"Test","class":"PS","angle_ch_1":97.75136,"area_ch_1":187,"avg_inten_ch_1":42.51955,"avg_inten_ch_2":141.16201,"avg_inten_ch_3":72.48603,"avg_inten_ch_4":114.3352,"convex_hull_area_ratio_ch_1":1.13521,"convex_hull_perim_ratio_ch_1":0.91827,"diff_inten_density_ch_1":43.14696,"diff_inten_density_ch_3":50.22684,"diff_inten_density_ch_4":93.95847,"entropy_inten_ch_1":6.10836,"entropy_inten_ch_3":5.32457,"entropy_inten_ch_4":6.4644,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":4.67185,"eq_ellipse_oblate_vol_ch_1":423.39475,"eq_ellipse_prolate_vol_ch_1":90.62682,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.48038,"fiber_align_2_ch_4":1.85782,"fiber_length_ch_1":35.55619,"fiber_width_ch_1":5.50534,"inten_cooc_asm_ch_3":0.06787,"inten_cooc_asm_ch_4":0.01309,"inten_cooc_contrast_ch_3":4.97314,"inten_cooc_contrast_ch_4":13.13141,"inten_cooc_entropy_ch_3":5.7098,"inten_cooc_entropy_ch_4":6.92416,"inten_cooc_max_ch_3":0.24658,"inten_cooc_max_ch_4":0.09581,"kurt_inten_ch_1":-0.83433,"kurt_inten_ch_3":-0.57523,"kurt_inten_ch_4":-0.52641,"length_ch_1":34.30552,"neighbor_avg_dist_ch_1":242.86592,"neighbor_min_dist_ch_1":44.63856,"neighbor_var_dist_ch_1":107.41377,"perim_ch_1":82.12304,"shape_bfr_ch_1":0.62447,"shape_lwr_ch_1":3.91695,"shape_p_2_a_ch_1":2.74169,"skew_inten_ch_1":0.34745,"skew_inten_ch_3":0.71122,"skew_inten_ch_4":0.69141,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7611,"total_inten_ch_2":25090,"total_inten_ch_3":12975,"total_inten_ch_4":20466,"var_inten_ch_1":29.0504,"var_inten_ch_3":74.33725,"var_inten_ch_4":101.67606,"width_ch_1":8.75821}
{"case":"Test","class":"PS","angle_ch_1":79.93345,"area_ch_1":175,"avg_inten_ch_1":25,"avg_inten_ch_2":298.27545,"avg_inten_ch_3":23.51497,"avg_inten_ch_4":107.71856,"convex_hull_area_ratio_ch_1":1.12536,"convex_hull_perim_ratio_ch_1":0.9259,"diff_inten_density_ch_1":36.08361,"diff_inten_density_ch_3":23.93645,"diff_inten_density_ch_4":65.01338,"entropy_inten_ch_1":5.37632,"entropy_inten_ch_3":4.10499,"entropy_inten_ch_4":6.49474,"eq_circ_diam_ch_1":14.92906,"eq_ellipse_lwr_ch_1":2.2368,"eq_ellipse_oblate_vol_ch_1":264.00372,"eq_ellipse_prolate_vol_ch_1":118.0273,"eq_sphere_area_ch_1":700.18821,"eq_sphere_vol_ch_1":1742.19195,"fiber_align_2_ch_3":1.75844,"fiber_align_2_ch_4":1.77202,"fiber_length_ch_1":22.59363,"fiber_width_ch_1":8.14197,"inten_cooc_asm_ch_3":0.1895,"inten_cooc_asm_ch_4":0.00903,"inten_cooc_contrast_ch_3":4.2966,"inten_cooc_contrast_ch_4":12.03628,"inten_cooc_entropy_ch_3":4.40138,"inten_cooc_entropy_ch_4":7.07227,"inten_cooc_max_ch_3":0.43151,"inten_cooc_max_ch_4":0.03425,"kurt_inten_ch_1":-0.03777,"kurt_inten_ch_3":-0.18426,"kurt_inten_ch_4":-0.71432,"length_ch_1":22.24274,"neighbor_avg_dist_ch_1":306.79042,"neighbor_min_dist_ch_1":68.86974,"neighbor_var_dist_ch_1":123.45793,"perim_ch_1":61.47119,"shape_bfr_ch_1":0.663,"shape_lwr_ch_1":1.87386,"shape_p_2_a_ch_1":1.63461,"skew_inten_ch_1":0.70271,"skew_inten_ch_3":1.0855,"skew_inten_ch_4":0.20058,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4175,"total_inten_ch_2":49646,"total_inten_ch_3":3927,"total_inten_ch_4":17989,"var_inten_ch_1":20.08068,"var_inten_ch_3":31.6182,"var_inten_ch_4":66.28471,"width_ch_1":11.87002}
{"case":"Train","class":"PS","angle_ch_1":123.42472,"area_ch_1":179,"avg_inten_ch_1":48.2807,"avg_inten_ch_2":2.35088,"avg_inten_ch_3":122.2807,"avg_inten_ch_4":6.78363,"convex_hull_area_ratio_ch_1":1.22057,"convex_hull_perim_ratio_ch_1":0.916,"diff_inten_density_ch_1":44.54209,"diff_inten_density_ch_3":86.75084,"diff_inten_density_ch_4":10.2862,"entropy_inten_ch_1":6.06295,"entropy_inten_ch_3":6.79774,"entropy_inten_ch_4":2.70646,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":3.90505,"eq_ellipse_oblate_vol_ch_1":361.43384,"eq_ellipse_prolate_vol_ch_1":92.55558,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1.89682,"fiber_align_2_ch_4":1.65802,"fiber_length_ch_1":31.27026,"fiber_width_ch_1":6.19286,"inten_cooc_asm_ch_3":0.0071,"inten_cooc_asm_ch_4":0.29371,"inten_cooc_contrast_ch_3":18.86224,"inten_cooc_contrast_ch_4":2.71469,"inten_cooc_entropy_ch_3":7.32483,"inten_cooc_entropy_ch_4":3.42954,"inten_cooc_max_ch_3":0.02667,"inten_cooc_max_ch_4":0.54667,"kurt_inten_ch_1":-0.26238,"kurt_inten_ch_3":-0.35279,"kurt_inten_ch_4":3.31897,"length_ch_1":29.8043,"neighbor_avg_dist_ch_1":292.26302,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":122.01732,"perim_ch_1":74.92624,"shape_bfr_ch_1":0.60673,"shape_lwr_ch_1":3.0069,"shape_p_2_a_ch_1":2.30692,"skew_inten_ch_1":0.51012,"skew_inten_ch_3":0.35593,"skew_inten_ch_4":1.91218,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8256,"total_inten_ch_2":232,"total_inten_ch_3":20910,"total_inten_ch_4":1160,"var_inten_ch_1":29.15682,"var_inten_ch_3":71.83935,"var_inten_ch_4":11.77344,"width_ch_1":9.91197}
{"case":"Train","class":"WS","angle_ch_1":97.55561,"area_ch_1":330,"avg_inten_ch_1":117.35238,"avg_inten_ch_2":162.50159,"avg_inten_ch_3":12.1746,"avg_inten_ch_4":58.60952,"convex_hull_area_ratio_ch_1":1.18654,"convex_hull_perim_ratio_ch_1":0.93155,"diff_inten_density_ch_1":57.13425,"diff_inten_density_ch_3":10.42513,"diff_inten_density_ch_4":38.81067,"entropy_inten_ch_1":7.17811,"entropy_inten_ch_3":1.8237,"entropy_inten_ch_4":5.01588,"eq_circ_diam_ch_1":20.50357,"eq_ellipse_lwr_ch_1":1.43838,"eq_ellipse_oblate_vol_ch_1":548.4331,"eq_ellipse_prolate_vol_ch_1":381.28622,"eq_sphere_area_ch_1":1320.71429,"eq_sphere_vol_ch_1":4513.22647,"fiber_align_2_ch_3":1.12393,"fiber_align_2_ch_4":1.36272,"fiber_length_ch_1":32.38656,"fiber_width_ch_1":10.5833,"inten_cooc_asm_ch_3":0.6275,"inten_cooc_asm_ch_4":0.12842,"inten_cooc_contrast_ch_3":0.243,"inten_cooc_contrast_ch_4":4.43904,"inten_cooc_entropy_ch_3":1.56224,"inten_cooc_entropy_ch_4":5.14246,"inten_cooc_max_ch_3":0.80137,"inten_cooc_max_ch_4":0.36986,"kurt_inten_ch_1":-0.89438,"kurt_inten_ch_3":17.88044,"kurt_inten_ch_4":-0.5234,"length_ch_1":27.46489,"neighbor_avg_dist_ch_1":172.40759,"neighbor_min_dist_ch_1":27.02935,"neighbor_var_dist_ch_1":84.60062,"perim_ch_1":85.93972,"shape_bfr_ch_1":0.515,"shape_lwr_ch_1":1.17657,"shape_p_2_a_ch_1":1.7147,"skew_inten_ch_1":-0.09926,"skew_inten_ch_3":3.92636,"skew_inten_ch_4":0.72378,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":36966,"total_inten_ch_2":50874,"total_inten_ch_3":3835,"total_inten_ch_4":18462,"var_inten_ch_1":60.68037,"var_inten_ch_3":35.02749,"var_inten_ch_4":62.67662,"width_ch_1":23.34317}
{"case":"Test","class":"PS","angle_ch_1":35.21266,"area_ch_1":383,"avg_inten_ch_1":355.58743,"avg_inten_ch_2":343.09016,"avg_inten_ch_3":361.87158,"avg_inten_ch_4":185.02459,"convex_hull_area_ratio_ch_1":1.15707,"convex_hull_perim_ratio_ch_1":0.92205,"diff_inten_density_ch_1":147.97489,"diff_inten_density_ch_3":232.25554,"diff_inten_density_ch_4":128.13442,"entropy_inten_ch_1":7.9101,"entropy_inten_ch_3":7.68969,"entropy_inten_ch_4":7.08207,"eq_circ_diam_ch_1":22.10114,"eq_ellipse_lwr_ch_1":2.50273,"eq_ellipse_oblate_vol_ch_1":906.04649,"eq_ellipse_prolate_vol_ch_1":362.02276,"eq_sphere_area_ch_1":1534.54422,"eq_sphere_vol_ch_1":5652.53062,"fiber_align_2_ch_3":1.16525,"fiber_align_2_ch_4":1.20147,"fiber_length_ch_1":35.40419,"fiber_width_ch_1":11.30959,"inten_cooc_asm_ch_3":0.01071,"inten_cooc_asm_ch_4":0.0216,"inten_cooc_contrast_ch_3":9.02891,"inten_cooc_contrast_ch_4":7.37143,"inten_cooc_entropy_ch_3":7.20002,"inten_cooc_entropy_ch_4":6.79066,"inten_cooc_max_ch_3":0.06845,"inten_cooc_max_ch_4":0.12317,"kurt_inten_ch_1":-0.40632,"kurt_inten_ch_3":0.22579,"kurt_inten_ch_4":-0.21387,"length_ch_1":33.55506,"neighbor_avg_dist_ch_1":176.88339,"neighbor_min_dist_ch_1":28.55676,"neighbor_var_dist_ch_1":72.6703,"perim_ch_1":93.42757,"shape_bfr_ch_1":0.69572,"shape_lwr_ch_1":2.04189,"shape_p_2_a_ch_1":1.73475,"skew_inten_ch_1":0.35014,"skew_inten_ch_3":0.93405,"skew_inten_ch_4":0.77851,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":130145,"total_inten_ch_2":125206,"total_inten_ch_3":132445,"total_inten_ch_4":67719,"var_inten_ch_1":161.32514,"var_inten_ch_3":297.77884,"var_inten_ch_4":168.49346,"width_ch_1":16.43332}
{"case":"Train","class":"PS","angle_ch_1":3.10367,"area_ch_1":204,"avg_inten_ch_1":46.16923,"avg_inten_ch_2":6.6359,"avg_inten_ch_3":57.05641,"avg_inten_ch_4":2.99487,"convex_hull_area_ratio_ch_1":1.19952,"convex_hull_perim_ratio_ch_1":0.84999,"diff_inten_density_ch_1":71.44706,"diff_inten_density_ch_3":111.98235,"diff_inten_density_ch_4":7.47647,"entropy_inten_ch_1":6.02943,"entropy_inten_ch_3":3.74592,"entropy_inten_ch_4":3.12495,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":3.75266,"eq_ellipse_oblate_vol_ch_1":431.46241,"eq_ellipse_prolate_vol_ch_1":114.97515,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.11603,"fiber_align_2_ch_4":1,"fiber_length_ch_1":35.86749,"fiber_width_ch_1":6.07856,"inten_cooc_asm_ch_3":0.17695,"inten_cooc_asm_ch_4":0.03858,"inten_cooc_contrast_ch_3":3.52288,"inten_cooc_contrast_ch_4":10.26838,"inten_cooc_entropy_ch_3":4.41646,"inten_cooc_entropy_ch_4":5.5257,"inten_cooc_max_ch_3":0.42169,"inten_cooc_max_ch_4":0.15663,"kurt_inten_ch_1":41.39834,"kurt_inten_ch_3":51.70024,"kurt_inten_ch_4":4.35935,"length_ch_1":29.92409,"neighbor_avg_dist_ch_1":311.74171,"neighbor_min_dist_ch_1":41.97619,"neighbor_var_dist_ch_1":124.45351,"perim_ch_1":83.8921,"shape_bfr_ch_1":0.67919,"shape_lwr_ch_1":2.97551,"shape_p_2_a_ch_1":2.56879,"skew_inten_ch_1":5.87767,"skew_inten_ch_3":6.77138,"skew_inten_ch_4":1.93489,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9003,"total_inten_ch_2":1100,"total_inten_ch_3":11126,"total_inten_ch_4":584,"var_inten_ch_1":81.84355,"var_inten_ch_3":210.042,"var_inten_ch_4":3.92297,"width_ch_1":10.05678}
{"case":"Test","class":"WS","angle_ch_1":95.3033,"area_ch_1":173,"avg_inten_ch_1":584.07229,"avg_inten_ch_2":456.40964,"avg_inten_ch_3":118.93976,"avg_inten_ch_4":545.3494,"convex_hull_area_ratio_ch_1":1.01441,"convex_hull_perim_ratio_ch_1":0.98614,"diff_inten_density_ch_1":196.37954,"diff_inten_density_ch_3":67.9835,"diff_inten_density_ch_4":217.56106,"entropy_inten_ch_1":7.12953,"entropy_inten_ch_3":6.57129,"entropy_inten_ch_4":7.26661,"eq_circ_diam_ch_1":14.88429,"eq_ellipse_lwr_ch_1":1.22579,"eq_ellipse_oblate_vol_ch_1":193.68319,"eq_ellipse_prolate_vol_ch_1":158.00667,"eq_sphere_area_ch_1":695.99546,"eq_sphere_vol_ch_1":1726.56697,"fiber_align_2_ch_3":1.47027,"fiber_align_2_ch_4":1.6556,"fiber_length_ch_1":12.59624,"fiber_width_ch_1":12.59624,"inten_cooc_asm_ch_3":0.01022,"inten_cooc_asm_ch_4":0.00878,"inten_cooc_contrast_ch_3":10.36556,"inten_cooc_contrast_ch_4":9.49105,"inten_cooc_entropy_ch_3":6.94182,"inten_cooc_entropy_ch_4":7.06899,"inten_cooc_max_ch_3":0.04575,"inten_cooc_max_ch_4":0.03268,"kurt_inten_ch_1":-0.36924,"kurt_inten_ch_3":0.6841,"kurt_inten_ch_4":-0.89213,"length_ch_1":16.78397,"neighbor_avg_dist_ch_1":253.34978,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":112.10649,"perim_ch_1":50.38495,"shape_bfr_ch_1":0.75012,"shape_lwr_ch_1":1.21444,"shape_p_2_a_ch_1":1.11084,"skew_inten_ch_1":-0.41509,"skew_inten_ch_3":0.77583,"skew_inten_ch_4":0.05849,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":96956,"total_inten_ch_2":75599,"total_inten_ch_3":19744,"total_inten_ch_4":90528,"var_inten_ch_1":221.37494,"var_inten_ch_3":80.72635,"var_inten_ch_4":249.90097,"width_ch_1":13.82032}
{"case":"Train","class":"PS","angle_ch_1":73.65799,"area_ch_1":278,"avg_inten_ch_1":81.72556,"avg_inten_ch_2":94.41729,"avg_inten_ch_3":186.37594,"avg_inten_ch_4":242.66541,"convex_hull_area_ratio_ch_1":1.27907,"convex_hull_perim_ratio_ch_1":0.806,"diff_inten_density_ch_1":77.12159,"diff_inten_density_ch_3":176.42977,"diff_inten_density_ch_4":154.53878,"entropy_inten_ch_1":6.81552,"entropy_inten_ch_3":7.2676,"entropy_inten_ch_4":6.59745,"eq_circ_diam_ch_1":18.84148,"eq_ellipse_lwr_ch_1":1.54368,"eq_ellipse_oblate_vol_ch_1":440.88217,"eq_ellipse_prolate_vol_ch_1":285.60478,"eq_sphere_area_ch_1":1115.26984,"eq_sphere_vol_ch_1":3502.22264,"fiber_align_2_ch_3":1.03284,"fiber_align_2_ch_4":1.67916,"fiber_length_ch_1":41.08178,"fiber_width_ch_1":7.13134,"inten_cooc_asm_ch_3":0.00753,"inten_cooc_asm_ch_4":0.02427,"inten_cooc_contrast_ch_3":14.91365,"inten_cooc_contrast_ch_4":6.51634,"inten_cooc_entropy_ch_3":7.33377,"inten_cooc_entropy_ch_4":6.59246,"inten_cooc_max_ch_3":0.02521,"inten_cooc_max_ch_4":0.15063,"kurt_inten_ch_1":1.93991,"kurt_inten_ch_3":1.87044,"kurt_inten_ch_4":-1.13586,"length_ch_1":27.27204,"neighbor_avg_dist_ch_1":239.71154,"neighbor_min_dist_ch_1":18.87811,"neighbor_var_dist_ch_1":112.45392,"perim_ch_1":96.42624,"shape_bfr_ch_1":0.47824,"shape_lwr_ch_1":1.27574,"shape_p_2_a_ch_1":2.52556,"skew_inten_ch_1":1.35268,"skew_inten_ch_3":1.499,"skew_inten_ch_4":0.38673,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":21739,"total_inten_ch_2":24850,"total_inten_ch_3":49576,"total_inten_ch_4":64549,"var_inten_ch_1":61.63612,"var_inten_ch_3":181.79874,"var_inten_ch_4":211.20908,"width_ch_1":21.37735}
{"case":"Train","class":"PS","angle_ch_1":88.94465,"area_ch_1":358,"avg_inten_ch_1":23.40058,"avg_inten_ch_2":4.97661,"avg_inten_ch_3":36.86842,"avg_inten_ch_4":29.2807,"convex_hull_area_ratio_ch_1":1.31721,"convex_hull_perim_ratio_ch_1":0.87786,"diff_inten_density_ch_1":38.90584,"diff_inten_density_ch_3":29.09091,"diff_inten_density_ch_4":26.82792,"entropy_inten_ch_1":5.63775,"entropy_inten_ch_3":6.17922,"entropy_inten_ch_4":5.4921,"eq_circ_diam_ch_1":21.36423,"eq_ellipse_lwr_ch_1":2.56323,"eq_ellipse_oblate_vol_ch_1":828.23681,"eq_ellipse_prolate_vol_ch_1":323.12227,"eq_sphere_area_ch_1":1433.91837,"eq_sphere_vol_ch_1":5105.76069,"fiber_align_2_ch_3":1.53409,"fiber_align_2_ch_4":1.69947,"fiber_length_ch_1":48.94061,"fiber_width_ch_1":7.74778,"inten_cooc_asm_ch_3":0.00677,"inten_cooc_asm_ch_4":0.02725,"inten_cooc_contrast_ch_3":16.29134,"inten_cooc_contrast_ch_4":10.43637,"inten_cooc_entropy_ch_3":7.54417,"inten_cooc_entropy_ch_4":6.58085,"inten_cooc_max_ch_3":0.02516,"inten_cooc_max_ch_4":0.14465,"kurt_inten_ch_1":0.1249,"kurt_inten_ch_3":-0.42317,"kurt_inten_ch_4":3.06169,"length_ch_1":42.08221,"neighbor_avg_dist_ch_1":268.9503,"neighbor_min_dist_ch_1":35.18391,"neighbor_var_dist_ch_1":125.59193,"perim_ch_1":113.37678,"shape_bfr_ch_1":0.51361,"shape_lwr_ch_1":2.53727,"shape_p_2_a_ch_1":2.69767,"skew_inten_ch_1":0.6694,"skew_inten_ch_3":0.53694,"skew_inten_ch_4":1.57548,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":8003,"total_inten_ch_2":1361,"total_inten_ch_3":12609,"total_inten_ch_4":10014,"var_inten_ch_1":17.57841,"var_inten_ch_3":25.47072,"var_inten_ch_4":32.13436,"width_ch_1":16.5856}
{"case":"Train","class":"PS","angle_ch_1":99.28262,"area_ch_1":183,"avg_inten_ch_1":32.70857,"avg_inten_ch_2":103.72,"avg_inten_ch_3":43.12,"avg_inten_ch_4":35.53714,"convex_hull_area_ratio_ch_1":1.38583,"convex_hull_perim_ratio_ch_1":0.76846,"diff_inten_density_ch_1":49.11409,"diff_inten_density_ch_3":48.91275,"diff_inten_density_ch_4":26.00671,"entropy_inten_ch_1":5.83816,"entropy_inten_ch_3":5.26499,"entropy_inten_ch_4":2.89129,"eq_circ_diam_ch_1":15.28246,"eq_ellipse_lwr_ch_1":1.67958,"eq_ellipse_oblate_vol_ch_1":245.40255,"eq_ellipse_prolate_vol_ch_1":146.1094,"eq_sphere_area_ch_1":733.73016,"eq_sphere_vol_ch_1":1868.86689,"fiber_align_2_ch_3":1.50682,"fiber_align_2_ch_4":1.51456,"fiber_length_ch_1":37.1142,"fiber_width_ch_1":5.38014,"inten_cooc_asm_ch_3":0.03677,"inten_cooc_asm_ch_4":0.39557,"inten_cooc_contrast_ch_3":11.04824,"inten_cooc_contrast_ch_4":0.6859,"inten_cooc_entropy_ch_3":6.22073,"inten_cooc_entropy_ch_4":2.74329,"inten_cooc_max_ch_3":0.18667,"inten_cooc_max_ch_4":0.63333,"kurt_inten_ch_1":1.48622,"kurt_inten_ch_3":2.49677,"kurt_inten_ch_4":2.3717,"length_ch_1":24.06498,"neighbor_avg_dist_ch_1":321.93518,"neighbor_min_dist_ch_1":30.54317,"neighbor_var_dist_ch_1":123.00578,"perim_ch_1":84.98867,"shape_bfr_ch_1":0.43132,"shape_lwr_ch_1":1.36174,"shape_p_2_a_ch_1":2.87857,"skew_inten_ch_1":1.28571,"skew_inten_ch_3":1.59803,"skew_inten_ch_4":1.89269,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5724,"total_inten_ch_2":17977,"total_inten_ch_3":7546,"total_inten_ch_4":6219,"var_inten_ch_1":29.30608,"var_inten_ch_3":50.04013,"var_inten_ch_4":66.49664,"width_ch_1":17.67228}
{"case":"Train","class":"PS","angle_ch_1":19.54156,"area_ch_1":168,"avg_inten_ch_1":105.26708,"avg_inten_ch_2":1.0559,"avg_inten_ch_3":318.18012,"avg_inten_ch_4":79.13043,"convex_hull_area_ratio_ch_1":1.09621,"convex_hull_perim_ratio_ch_1":0.9425,"diff_inten_density_ch_1":70.72822,"diff_inten_density_ch_3":171.60627,"diff_inten_density_ch_4":42.55401,"entropy_inten_ch_1":6.5994,"entropy_inten_ch_3":7.00629,"entropy_inten_ch_4":6.28345,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.9018,"eq_ellipse_oblate_vol_ch_1":230.43212,"eq_ellipse_prolate_vol_ch_1":121.16515,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.46676,"fiber_align_2_ch_4":1.55234,"fiber_length_ch_1":20.95934,"fiber_width_ch_1":8.57679,"inten_cooc_asm_ch_3":0.01051,"inten_cooc_asm_ch_4":0.01194,"inten_cooc_contrast_ch_3":10.30354,"inten_cooc_contrast_ch_4":10.75887,"inten_cooc_entropy_ch_3":6.89559,"inten_cooc_entropy_ch_4":6.833,"inten_cooc_max_ch_3":0.03597,"inten_cooc_max_ch_4":0.06081,"kurt_inten_ch_1":-0.93789,"kurt_inten_ch_3":-0.96561,"kurt_inten_ch_4":-0.89656,"length_ch_1":22.59624,"neighbor_avg_dist_ch_1":169.08993,"neighbor_min_dist_ch_1":15.11637,"neighbor_var_dist_ch_1":66.03172,"perim_ch_1":59.07226,"shape_bfr_ch_1":0.62982,"shape_lwr_ch_1":1.90557,"shape_p_2_a_ch_1":1.54473,"skew_inten_ch_1":0.34534,"skew_inten_ch_3":0.16704,"skew_inten_ch_4":-0.10031,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":16948,"total_inten_ch_2":10,"total_inten_ch_3":51227,"total_inten_ch_4":12740,"var_inten_ch_1":71.57169,"var_inten_ch_3":171.73748,"var_inten_ch_4":48.07346,"width_ch_1":11.85797}
{"case":"Test","class":"PS","angle_ch_1":113.95072,"area_ch_1":316,"avg_inten_ch_1":61.66225,"avg_inten_ch_2":49.94702,"avg_inten_ch_3":86.83444,"avg_inten_ch_4":17.21854,"convex_hull_area_ratio_ch_1":1.28931,"convex_hull_perim_ratio_ch_1":0.78195,"diff_inten_density_ch_1":56,"diff_inten_density_ch_3":79.68382,"diff_inten_density_ch_4":19.51471,"entropy_inten_ch_1":6.60357,"entropy_inten_ch_3":5.74407,"entropy_inten_ch_4":3.19073,"eq_circ_diam_ch_1":20.07602,"eq_ellipse_lwr_ch_1":1.1279,"eq_ellipse_oblate_vol_ch_1":455.89826,"eq_ellipse_prolate_vol_ch_1":404.1997,"eq_sphere_area_ch_1":1266.20862,"eq_sphere_vol_ch_1":4236.739,"fiber_align_2_ch_3":1.02106,"fiber_align_2_ch_4":1.65982,"fiber_length_ch_1":43.43478,"fiber_width_ch_1":7.67411,"inten_cooc_asm_ch_3":0.08215,"inten_cooc_asm_ch_4":0.30029,"inten_cooc_contrast_ch_3":7.54044,"inten_cooc_contrast_ch_4":2.94118,"inten_cooc_entropy_ch_3":5.75723,"inten_cooc_entropy_ch_4":3.50053,"inten_cooc_max_ch_3":0.28676,"inten_cooc_max_ch_4":0.55147,"kurt_inten_ch_1":-0.00747,"kurt_inten_ch_3":0.94531,"kurt_inten_ch_4":10.08857,"length_ch_1":27.33868,"neighbor_avg_dist_ch_1":193.33335,"neighbor_min_dist_ch_1":27.81297,"neighbor_var_dist_ch_1":91.15979,"perim_ch_1":102.21778,"shape_bfr_ch_1":0.47806,"shape_lwr_ch_1":1.12874,"shape_p_2_a_ch_1":2.49445,"skew_inten_ch_1":0.4669,"skew_inten_ch_3":1.13284,"skew_inten_ch_4":3.15347,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":18622,"total_inten_ch_2":14783,"total_inten_ch_3":26224,"total_inten_ch_4":5200,"var_inten_ch_1":35.49207,"var_inten_ch_3":95.0245,"var_inten_ch_4":38.0336,"width_ch_1":24.22052}
{"case":"Train","class":"PS","angle_ch_1":75.79761,"area_ch_1":317,"avg_inten_ch_1":45.06931,"avg_inten_ch_2":4.69637,"avg_inten_ch_3":111.87789,"avg_inten_ch_4":7.94389,"convex_hull_area_ratio_ch_1":1.14897,"convex_hull_perim_ratio_ch_1":0.90829,"diff_inten_density_ch_1":49.33453,"diff_inten_density_ch_3":86.10791,"diff_inten_density_ch_4":10.31655,"entropy_inten_ch_1":6.38881,"entropy_inten_ch_3":7.12863,"entropy_inten_ch_4":2.81586,"eq_circ_diam_ch_1":20.10923,"eq_ellipse_lwr_ch_1":2.3146,"eq_ellipse_oblate_vol_ch_1":656.3319,"eq_ellipse_prolate_vol_ch_1":283.56164,"eq_sphere_area_ch_1":1270.40136,"eq_sphere_vol_ch_1":4257.79981,"fiber_align_2_ch_3":1.42658,"fiber_align_2_ch_4":1.01488,"fiber_length_ch_1":32.92607,"fiber_width_ch_1":10.04379,"inten_cooc_asm_ch_3":0.007,"inten_cooc_asm_ch_4":0.33155,"inten_cooc_contrast_ch_3":15.52459,"inten_cooc_contrast_ch_4":1.90666,"inten_cooc_entropy_ch_3":7.50136,"inten_cooc_entropy_ch_4":3.22601,"inten_cooc_max_ch_3":0.02564,"inten_cooc_max_ch_4":0.57597,"kurt_inten_ch_1":4.73138,"kurt_inten_ch_3":5.87677,"kurt_inten_ch_4":3.75662,"length_ch_1":32.03621,"neighbor_avg_dist_ch_1":252.17198,"neighbor_min_dist_ch_1":27.47169,"neighbor_var_dist_ch_1":124.67329,"perim_ch_1":85.93972,"shape_bfr_ch_1":0.59644,"shape_lwr_ch_1":1.92738,"shape_p_2_a_ch_1":1.77721,"skew_inten_ch_1":1.79952,"skew_inten_ch_3":2.03126,"skew_inten_ch_4":2.11236,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":13656,"total_inten_ch_2":1121,"total_inten_ch_3":33899,"total_inten_ch_4":2407,"var_inten_ch_1":38.60819,"var_inten_ch_3":92.26512,"var_inten_ch_4":15.19945,"width_ch_1":16.6216}
{"case":"Train","class":"PS","angle_ch_1":172.04739,"area_ch_1":189,"avg_inten_ch_1":110.96685,"avg_inten_ch_2":588.64641,"avg_inten_ch_3":71.29834,"avg_inten_ch_4":278.1989,"convex_hull_area_ratio_ch_1":1.07039,"convex_hull_perim_ratio_ch_1":0.96434,"diff_inten_density_ch_1":67.44172,"diff_inten_density_ch_3":48.30061,"diff_inten_density_ch_4":193.38037,"entropy_inten_ch_1":6.78828,"entropy_inten_ch_3":6.21305,"entropy_inten_ch_4":6.52531,"eq_circ_diam_ch_1":15.54224,"eq_ellipse_lwr_ch_1":2.52257,"eq_ellipse_oblate_vol_ch_1":316.34484,"eq_ellipse_prolate_vol_ch_1":125.40593,"eq_sphere_area_ch_1":758.88662,"eq_sphere_vol_ch_1":1965.79922,"fiber_align_2_ch_3":1.70623,"fiber_align_2_ch_4":1.74171,"fiber_length_ch_1":23.88624,"fiber_width_ch_1":8.26087,"inten_cooc_asm_ch_3":0.01207,"inten_cooc_asm_ch_4":0.0255,"inten_cooc_contrast_ch_3":15.18601,"inten_cooc_contrast_ch_4":9.13069,"inten_cooc_entropy_ch_3":6.95375,"inten_cooc_entropy_ch_4":6.35573,"inten_cooc_max_ch_3":0.07647,"inten_cooc_max_ch_4":0.15294,"kurt_inten_ch_1":-0.6755,"kurt_inten_ch_3":-0.45611,"kurt_inten_ch_4":-1.16134,"length_ch_1":25.91568,"neighbor_avg_dist_ch_1":246.43399,"neighbor_min_dist_ch_1":31.88637,"neighbor_var_dist_ch_1":101.64485,"perim_ch_1":64.2942,"shape_bfr_ch_1":0.65901,"shape_lwr_ch_1":2.33291,"shape_p_2_a_ch_1":1.66709,"skew_inten_ch_1":0.1256,"skew_inten_ch_3":0.23459,"skew_inten_ch_4":0.53209,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":20085,"total_inten_ch_2":106365,"total_inten_ch_3":12905,"total_inten_ch_4":50354,"var_inten_ch_1":49.819,"var_inten_ch_3":43.76544,"var_inten_ch_4":259.401,"width_ch_1":11.10874}
{"case":"Train","class":"PS","angle_ch_1":10.28077,"area_ch_1":263,"avg_inten_ch_1":28.55777,"avg_inten_ch_2":2.68924,"avg_inten_ch_3":78.51394,"avg_inten_ch_4":3.21514,"convex_hull_area_ratio_ch_1":1.6037,"convex_hull_perim_ratio_ch_1":0.84669,"diff_inten_density_ch_1":39.95434,"diff_inten_density_ch_3":56.39726,"diff_inten_density_ch_4":6.59817,"entropy_inten_ch_1":5.83303,"entropy_inten_ch_3":6.73271,"entropy_inten_ch_4":2.51649,"eq_circ_diam_ch_1":18.30253,"eq_ellipse_lwr_ch_1":3.07978,"eq_ellipse_oblate_vol_ch_1":570.81019,"eq_ellipse_prolate_vol_ch_1":185.34145,"eq_sphere_area_ch_1":1052.37868,"eq_sphere_vol_ch_1":3210.19843,"fiber_align_2_ch_3":1.72659,"fiber_align_2_ch_4":1.04726,"fiber_length_ch_1":46.60897,"fiber_width_ch_1":6.07201,"inten_cooc_asm_ch_3":0.00692,"inten_cooc_asm_ch_4":0.25804,"inten_cooc_contrast_ch_3":24.49221,"inten_cooc_contrast_ch_4":5.77001,"inten_cooc_entropy_ch_3":7.5192,"inten_cooc_entropy_ch_4":3.87066,"inten_cooc_max_ch_3":0.03139,"inten_cooc_max_ch_4":0.52466,"kurt_inten_ch_1":-0.18494,"kurt_inten_ch_3":0.07049,"kurt_inten_ch_4":8.27762,"length_ch_1":36.99629,"neighbor_avg_dist_ch_1":273.86951,"neighbor_min_dist_ch_1":28.66667,"neighbor_var_dist_ch_1":126.94665,"perim_ch_1":105.36197,"shape_bfr_ch_1":0.44366,"shape_lwr_ch_1":2.30808,"shape_p_2_a_ch_1":3.12143,"skew_inten_ch_1":0.60606,"skew_inten_ch_3":0.65587,"skew_inten_ch_4":2.5462,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7168,"total_inten_ch_2":425,"total_inten_ch_3":19707,"total_inten_ch_4":807,"var_inten_ch_1":20.34737,"var_inten_ch_3":43.56946,"var_inten_ch_4":5.89699,"width_ch_1":16.029}
{"case":"Test","class":"PS","angle_ch_1":106.09852,"area_ch_1":380,"avg_inten_ch_1":167.41047,"avg_inten_ch_2":221.93388,"avg_inten_ch_3":157.427,"avg_inten_ch_4":267.98623,"convex_hull_area_ratio_ch_1":1.04167,"convex_hull_perim_ratio_ch_1":0.96685,"diff_inten_density_ch_1":81.04392,"diff_inten_density_ch_3":93.01757,"diff_inten_density_ch_4":105.00586,"entropy_inten_ch_1":7.48352,"entropy_inten_ch_3":7.34145,"entropy_inten_ch_4":7.70578,"eq_circ_diam_ch_1":22.01038,"eq_ellipse_lwr_ch_1":1.27421,"eq_ellipse_oblate_vol_ch_1":638.56029,"eq_ellipse_prolate_vol_ch_1":501.14231,"eq_sphere_area_ch_1":1521.96599,"eq_sphere_vol_ch_1":5583.17491,"fiber_align_2_ch_3":1.01352,"fiber_align_2_ch_4":1.31529,"fiber_length_ch_1":19.3131,"fiber_width_ch_1":19.3131,"inten_cooc_asm_ch_3":0.0086,"inten_cooc_asm_ch_4":0.00949,"inten_cooc_contrast_ch_3":8.93687,"inten_cooc_contrast_ch_4":6.42411,"inten_cooc_entropy_ch_3":7.3102,"inten_cooc_entropy_ch_4":7.09015,"inten_cooc_max_ch_3":0.05015,"inten_cooc_max_ch_4":0.0436,"kurt_inten_ch_1":-0.25712,"kurt_inten_ch_3":0.16836,"kurt_inten_ch_4":-0.73137,"length_ch_1":25.74704,"neighbor_avg_dist_ch_1":298.50683,"neighbor_min_dist_ch_1":43.10955,"neighbor_var_dist_ch_1":122.6649,"perim_ch_1":77.25241,"shape_bfr_ch_1":0.69496,"shape_lwr_ch_1":1.2108,"shape_p_2_a_ch_1":1.21795,"skew_inten_ch_1":-0.01131,"skew_inten_ch_3":0.76525,"skew_inten_ch_4":0.23762,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":60770,"total_inten_ch_2":80200,"total_inten_ch_3":57146,"total_inten_ch_4":97279,"var_inten_ch_1":71.88079,"var_inten_ch_3":116.91436,"var_inten_ch_4":161.31808,"width_ch_1":21.26453}
{"case":"Test","class":"PS","angle_ch_1":114.71379,"area_ch_1":187,"avg_inten_ch_1":86.16201,"avg_inten_ch_2":5.37989,"avg_inten_ch_3":208.15642,"avg_inten_ch_4":49.99441,"convex_hull_area_ratio_ch_1":1.29487,"convex_hull_perim_ratio_ch_1":0.85458,"diff_inten_density_ch_1":68.43322,"diff_inten_density_ch_3":152.92182,"diff_inten_density_ch_4":35.98371,"entropy_inten_ch_1":6.761,"entropy_inten_ch_3":6.66754,"entropy_inten_ch_4":5.29452,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":3.38027,"eq_ellipse_oblate_vol_ch_1":360.14444,"eq_ellipse_prolate_vol_ch_1":106.54314,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.58334,"fiber_align_2_ch_4":1.52762,"fiber_length_ch_1":36.25721,"fiber_width_ch_1":5.6374,"inten_cooc_asm_ch_3":0.01211,"inten_cooc_asm_ch_4":0.05013,"inten_cooc_contrast_ch_3":10.55722,"inten_cooc_contrast_ch_4":6.29599,"inten_cooc_entropy_ch_3":6.94519,"inten_cooc_entropy_ch_4":5.86748,"inten_cooc_max_ch_3":0.07006,"inten_cooc_max_ch_4":0.22,"kurt_inten_ch_1":3.61999,"kurt_inten_ch_3":2.43661,"kurt_inten_ch_4":-0.82992,"length_ch_1":32.03358,"neighbor_avg_dist_ch_1":240.77628,"neighbor_min_dist_ch_1":22.89308,"neighbor_var_dist_ch_1":110.94811,"perim_ch_1":83.78921,"shape_bfr_ch_1":0.48507,"shape_lwr_ch_1":2.65293,"shape_p_2_a_ch_1":2.73332,"skew_inten_ch_1":1.60885,"skew_inten_ch_3":1.46661,"skew_inten_ch_4":0.72166,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":15423,"total_inten_ch_2":785,"total_inten_ch_3":37260,"total_inten_ch_4":8949,"var_inten_ch_1":73.83359,"var_inten_ch_3":201.73831,"var_inten_ch_4":54.44586,"width_ch_1":12.07478}
{"case":"Test","class":"PS","angle_ch_1":96.35067,"area_ch_1":272,"avg_inten_ch_1":915.55,"avg_inten_ch_2":466.43846,"avg_inten_ch_3":1205.51154,"avg_inten_ch_4":67.9,"convex_hull_area_ratio_ch_1":1.07236,"convex_hull_perim_ratio_ch_1":0.96733,"diff_inten_density_ch_1":342.63825,"diff_inten_density_ch_3":274.01455,"diff_inten_density_ch_4":58.60915,"entropy_inten_ch_1":7.85502,"entropy_inten_ch_3":7.82614,"entropy_inten_ch_4":5.53882,"eq_circ_diam_ch_1":18.62777,"eq_ellipse_lwr_ch_1":1.36255,"eq_ellipse_oblate_vol_ch_1":400.27383,"eq_ellipse_prolate_vol_ch_1":293.76899,"eq_sphere_area_ch_1":1090.11338,"eq_sphere_vol_ch_1":3384.39713,"fiber_align_2_ch_3":1.34839,"fiber_align_2_ch_4":1.7388,"fiber_length_ch_1":20.34912,"fiber_width_ch_1":13.88198,"inten_cooc_asm_ch_3":0.01025,"inten_cooc_asm_ch_4":0.05967,"inten_cooc_contrast_ch_3":11.45885,"inten_cooc_contrast_ch_4":7.28219,"inten_cooc_entropy_ch_3":6.91734,"inten_cooc_entropy_ch_4":5.94831,"inten_cooc_max_ch_3":0.03361,"inten_cooc_max_ch_4":0.25103,"kurt_inten_ch_1":-1.1209,"kurt_inten_ch_3":0.40101,"kurt_inten_ch_4":-0.60974,"length_ch_1":23.06507,"neighbor_avg_dist_ch_1":261.14964,"neighbor_min_dist_ch_1":32.05031,"neighbor_var_dist_ch_1":118.92605,"perim_ch_1":68.4622,"shape_bfr_ch_1":0.67424,"shape_lwr_ch_1":1.31617,"shape_p_2_a_ch_1":1.32036,"skew_inten_ch_1":-0.19956,"skew_inten_ch_3":-0.47221,"skew_inten_ch_4":0.67907,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":8,"total_inten_ch_1":238043,"total_inten_ch_2":121015,"total_inten_ch_3":313433,"total_inten_ch_4":17654,"var_inten_ch_1":449.34952,"var_inten_ch_3":341.34232,"var_inten_ch_4":67.46302,"width_ch_1":17.52445}
{"case":"Train","class":"WS","angle_ch_1":95.35675,"area_ch_1":240,"avg_inten_ch_1":226.79476,"avg_inten_ch_2":273.07424,"avg_inten_ch_3":134.22271,"avg_inten_ch_4":281.53275,"convex_hull_area_ratio_ch_1":1.05021,"convex_hull_perim_ratio_ch_1":0.95914,"diff_inten_density_ch_1":89.52133,"diff_inten_density_ch_3":108.74408,"diff_inten_density_ch_4":158.72038,"entropy_inten_ch_1":7.26976,"entropy_inten_ch_3":4.88854,"entropy_inten_ch_4":7.03948,"eq_circ_diam_ch_1":17.48203,"eq_ellipse_lwr_ch_1":1.02908,"eq_ellipse_oblate_vol_ch_1":287.54121,"eq_ellipse_prolate_vol_ch_1":279.41483,"eq_sphere_area_ch_1":960.13832,"eq_sphere_vol_ch_1":2797.5285,"fiber_align_2_ch_3":1.64987,"fiber_align_2_ch_4":1.48888,"fiber_length_ch_1":15.4299,"fiber_width_ch_1":15.4299,"inten_cooc_asm_ch_3":0.16086,"inten_cooc_asm_ch_4":0.01705,"inten_cooc_contrast_ch_3":3.46445,"inten_cooc_contrast_ch_4":5.90284,"inten_cooc_entropy_ch_3":4.71509,"inten_cooc_entropy_ch_4":6.74621,"inten_cooc_max_ch_3":0.39336,"inten_cooc_max_ch_4":0.09479,"kurt_inten_ch_1":-0.54368,"kurt_inten_ch_3":1.45309,"kurt_inten_ch_4":-0.00162,"length_ch_1":18.82599,"neighbor_avg_dist_ch_1":213.55532,"neighbor_min_dist_ch_1":28.9758,"neighbor_var_dist_ch_1":99.79331,"perim_ch_1":61.71961,"shape_bfr_ch_1":0.68072,"shape_lwr_ch_1":1.0051,"shape_p_2_a_ch_1":1.21003,"skew_inten_ch_1":-0.11895,"skew_inten_ch_3":1.44031,"skew_inten_ch_4":0.79049,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":51936,"total_inten_ch_2":62306,"total_inten_ch_3":30737,"total_inten_ch_4":64471,"var_inten_ch_1":97.47142,"var_inten_ch_3":179.11512,"var_inten_ch_4":239.45255,"width_ch_1":18.73041}
{"case":"Train","class":"WS","angle_ch_1":104.62478,"area_ch_1":215,"avg_inten_ch_1":203.28641,"avg_inten_ch_2":273.00485,"avg_inten_ch_3":110.78155,"avg_inten_ch_4":85.16019,"convex_hull_area_ratio_ch_1":1.06928,"convex_hull_perim_ratio_ch_1":0.9605,"diff_inten_density_ch_1":84.57979,"diff_inten_density_ch_3":105.93085,"diff_inten_density_ch_4":65.37234,"entropy_inten_ch_1":7.09536,"entropy_inten_ch_3":5.04435,"entropy_inten_ch_4":6.34699,"eq_circ_diam_ch_1":16.58089,"eq_ellipse_lwr_ch_1":1.07983,"eq_ellipse_oblate_vol_ch_1":251.30405,"eq_ellipse_prolate_vol_ch_1":232.7262,"eq_sphere_area_ch_1":863.70522,"eq_sphere_vol_ch_1":2386.83351,"fiber_align_2_ch_3":1.57253,"fiber_align_2_ch_4":1.76075,"fiber_length_ch_1":17.83833,"fiber_width_ch_1":12.72161,"inten_cooc_asm_ch_3":0.13364,"inten_cooc_asm_ch_4":0.0157,"inten_cooc_contrast_ch_3":5.39628,"inten_cooc_contrast_ch_4":11.31117,"inten_cooc_entropy_ch_3":5.00879,"inten_cooc_entropy_ch_4":6.94007,"inten_cooc_max_ch_3":0.3617,"inten_cooc_max_ch_4":0.09574,"kurt_inten_ch_1":-0.8022,"kurt_inten_ch_3":1.70996,"kurt_inten_ch_4":-0.76161,"length_ch_1":19.38248,"neighbor_avg_dist_ch_1":185.11202,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":88.6044,"perim_ch_1":61.11988,"shape_bfr_ch_1":0.58253,"shape_lwr_ch_1":1.01352,"shape_p_2_a_ch_1":1.30995,"skew_inten_ch_1":-0.00993,"skew_inten_ch_3":1.48493,"skew_inten_ch_4":0.40977,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":41877,"total_inten_ch_2":56034,"total_inten_ch_3":22821,"total_inten_ch_4":17543,"var_inten_ch_1":94.79344,"var_inten_ch_3":143.3806,"var_inten_ch_4":66.21236,"width_ch_1":19.12398}
{"case":"Test","class":"PS","angle_ch_1":167.35423,"area_ch_1":172,"avg_inten_ch_1":58.0303,"avg_inten_ch_2":8.11515,"avg_inten_ch_3":86.83636,"avg_inten_ch_4":3.41818,"convex_hull_area_ratio_ch_1":1.46648,"convex_hull_perim_ratio_ch_1":0.82046,"diff_inten_density_ch_1":83.6548,"diff_inten_density_ch_3":144.44484,"diff_inten_density_ch_4":7.31317,"entropy_inten_ch_1":6.19185,"entropy_inten_ch_3":3.65216,"entropy_inten_ch_4":3.1889,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":3.31092,"eq_ellipse_oblate_vol_ch_1":315.44365,"eq_ellipse_prolate_vol_ch_1":95.27372,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.89768,"fiber_align_2_ch_4":1.73341,"fiber_length_ch_1":36.65118,"fiber_width_ch_1":5.11922,"inten_cooc_asm_ch_3":0.18805,"inten_cooc_asm_ch_4":0.04134,"inten_cooc_contrast_ch_3":2.62435,"inten_cooc_contrast_ch_4":11.27776,"inten_cooc_entropy_ch_3":4.17653,"inten_cooc_entropy_ch_4":5.62911,"inten_cooc_max_ch_3":0.43885,"inten_cooc_max_ch_4":0.16547,"kurt_inten_ch_1":9.67552,"kurt_inten_ch_3":10.66569,"kurt_inten_ch_4":1.99678,"length_ch_1":27.31814,"neighbor_avg_dist_ch_1":227.70326,"neighbor_min_dist_ch_1":49.23875,"neighbor_var_dist_ch_1":88.03832,"perim_ch_1":83.54079,"shape_bfr_ch_1":0.51331,"shape_lwr_ch_1":2.21495,"shape_p_2_a_ch_1":2.96001,"skew_inten_ch_1":3.08158,"skew_inten_ch_3":3.2573,"skew_inten_ch_4":1.54828,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9575,"total_inten_ch_2":1175,"total_inten_ch_3":14328,"total_inten_ch_4":564,"var_inten_ch_1":87.13323,"var_inten_ch_3":216.89359,"var_inten_ch_4":4.3304,"width_ch_1":12.33353}
{"case":"Test","class":"PS","angle_ch_1":149.93191,"area_ch_1":171,"avg_inten_ch_1":27.64634,"avg_inten_ch_2":244.95122,"avg_inten_ch_3":11.47561,"avg_inten_ch_4":5.35366,"convex_hull_area_ratio_ch_1":1.07424,"convex_hull_perim_ratio_ch_1":0.93987,"diff_inten_density_ch_1":39.24324,"diff_inten_density_ch_3":17.27703,"diff_inten_density_ch_4":7.23649,"entropy_inten_ch_1":5.5715,"entropy_inten_ch_3":4.32808,"entropy_inten_ch_4":1.3394,"eq_circ_diam_ch_1":14.79436,"eq_ellipse_lwr_ch_1":1.30434,"eq_ellipse_oblate_vol_ch_1":196.19302,"eq_ellipse_prolate_vol_ch_1":150.41498,"eq_sphere_area_ch_1":687.60998,"eq_sphere_vol_ch_1":1695.45812,"fiber_align_2_ch_3":1.08425,"fiber_align_2_ch_4":1.75406,"fiber_length_ch_1":17.41399,"fiber_width_ch_1":10.338,"inten_cooc_asm_ch_3":0.03188,"inten_cooc_asm_ch_4":0.68852,"inten_cooc_contrast_ch_3":17.32516,"inten_cooc_contrast_ch_4":0.21251,"inten_cooc_entropy_ch_3":6.2326,"inten_cooc_entropy_ch_4":1.23931,"inten_cooc_max_ch_3":0.15436,"inten_cooc_max_ch_4":0.83673,"kurt_inten_ch_1":-0.20746,"kurt_inten_ch_3":-0.19818,"kurt_inten_ch_4":10.91681,"length_ch_1":19.44604,"neighbor_avg_dist_ch_1":269.38879,"neighbor_min_dist_ch_1":35.8187,"neighbor_var_dist_ch_1":106.52427,"perim_ch_1":55.50399,"shape_bfr_ch_1":0.59424,"shape_lwr_ch_1":1.30721,"shape_p_2_a_ch_1":1.36176,"skew_inten_ch_1":0.45366,"skew_inten_ch_3":0.80342,"skew_inten_ch_4":3.33162,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4534,"total_inten_ch_2":40009,"total_inten_ch_3":1882,"total_inten_ch_4":878,"var_inten_ch_1":17.58455,"var_inten_ch_3":11.62234,"var_inten_ch_4":15.78968,"width_ch_1":14.87598}
{"case":"Train","class":"PS","angle_ch_1":100.96845,"area_ch_1":228,"avg_inten_ch_1":37.1422,"avg_inten_ch_2":107.22477,"avg_inten_ch_3":76.26147,"avg_inten_ch_4":133.12844,"convex_hull_area_ratio_ch_1":1.17443,"convex_hull_perim_ratio_ch_1":0.88346,"diff_inten_density_ch_1":42.8359,"diff_inten_density_ch_3":49.6359,"diff_inten_density_ch_4":76.38462,"entropy_inten_ch_1":6.07296,"entropy_inten_ch_3":6.18558,"entropy_inten_ch_4":5.74516,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":2.40381,"eq_ellipse_oblate_vol_ch_1":408.18424,"eq_ellipse_prolate_vol_ch_1":169.8073,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.31129,"fiber_align_2_ch_4":1.34847,"fiber_length_ch_1":31.37857,"fiber_width_ch_1":7.70809,"inten_cooc_asm_ch_3":0.03196,"inten_cooc_asm_ch_4":0.05504,"inten_cooc_contrast_ch_3":6.28221,"inten_cooc_contrast_ch_4":4.37788,"inten_cooc_entropy_ch_3":6.3403,"inten_cooc_entropy_ch_4":5.90813,"inten_cooc_max_ch_3":0.1608,"inten_cooc_max_ch_4":0.2199,"kurt_inten_ch_1":1.45416,"kurt_inten_ch_3":2.85102,"kurt_inten_ch_4":-1.07699,"length_ch_1":28.50147,"neighbor_avg_dist_ch_1":233.22119,"neighbor_min_dist_ch_1":18.87811,"neighbor_var_dist_ch_1":105.06175,"perim_ch_1":78.17332,"shape_bfr_ch_1":0.58166,"shape_lwr_ch_1":2.06782,"shape_p_2_a_ch_1":2.0106,"skew_inten_ch_1":1.06963,"skew_inten_ch_3":1.47968,"skew_inten_ch_4":0.46279,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8097,"total_inten_ch_2":23158,"total_inten_ch_3":16625,"total_inten_ch_4":29022,"var_inten_ch_1":25.82711,"var_inten_ch_3":75.7104,"var_inten_ch_4":128.06063,"width_ch_1":13.78335}
{"case":"Test","class":"PS","angle_ch_1":99.36011,"area_ch_1":247,"avg_inten_ch_1":27.00424,"avg_inten_ch_2":85.80508,"avg_inten_ch_3":19.91102,"avg_inten_ch_4":57.58898,"convex_hull_area_ratio_ch_1":1.2199,"convex_hull_perim_ratio_ch_1":0.84631,"diff_inten_density_ch_1":39.91866,"diff_inten_density_ch_3":19.94737,"diff_inten_density_ch_4":25.26794,"entropy_inten_ch_1":5.79319,"entropy_inten_ch_3":4.45801,"entropy_inten_ch_4":3.45209,"eq_circ_diam_ch_1":17.74722,"eq_ellipse_lwr_ch_1":2.66914,"eq_ellipse_oblate_vol_ch_1":484.47956,"eq_ellipse_prolate_vol_ch_1":181.51129,"eq_sphere_area_ch_1":989.48753,"eq_sphere_vol_ch_1":2926.77475,"fiber_align_2_ch_3":1.73959,"fiber_align_2_ch_4":1.17375,"fiber_length_ch_1":38.15082,"fiber_width_ch_1":6.90304,"inten_cooc_asm_ch_3":0.1011,"inten_cooc_asm_ch_4":0.34629,"inten_cooc_contrast_ch_3":5.27343,"inten_cooc_contrast_ch_4":0.85908,"inten_cooc_entropy_ch_3":5.26201,"inten_cooc_entropy_ch_4":3.13806,"inten_cooc_max_ch_3":0.30841,"inten_cooc_max_ch_4":0.58411,"kurt_inten_ch_1":-0.15613,"kurt_inten_ch_3":1.44589,"kurt_inten_ch_4":-0.65709,"length_ch_1":33.49128,"neighbor_avg_dist_ch_1":311.46585,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":135.54964,"perim_ch_1":90.10772,"shape_bfr_ch_1":0.51619,"shape_lwr_ch_1":2.34057,"shape_p_2_a_ch_1":2.45339,"skew_inten_ch_1":0.52974,"skew_inten_ch_3":1.40514,"skew_inten_ch_4":0.9374,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6373,"total_inten_ch_2":20015,"total_inten_ch_3":4699,"total_inten_ch_4":13591,"var_inten_ch_1":18.84448,"var_inten_ch_3":25.66366,"var_inten_ch_4":79.54556,"width_ch_1":14.30901}
{"case":"Train","class":"PS","angle_ch_1":104.20899,"area_ch_1":372,"avg_inten_ch_1":52.30423,"avg_inten_ch_2":114.82254,"avg_inten_ch_3":38.21972,"avg_inten_ch_4":58.3831,"convex_hull_area_ratio_ch_1":1.19757,"convex_hull_perim_ratio_ch_1":0.91602,"diff_inten_density_ch_1":47.72308,"diff_inten_density_ch_3":32.44923,"diff_inten_density_ch_4":44.2,"entropy_inten_ch_1":6.61854,"entropy_inten_ch_3":5.75472,"entropy_inten_ch_4":6.13037,"eq_circ_diam_ch_1":21.76649,"eq_ellipse_lwr_ch_1":3.14957,"eq_ellipse_oblate_vol_ch_1":970.93424,"eq_ellipse_prolate_vol_ch_1":308.27503,"eq_sphere_area_ch_1":1488.42404,"eq_sphere_vol_ch_1":5399.62781,"fiber_align_2_ch_3":1.79824,"fiber_align_2_ch_4":1.62892,"fiber_length_ch_1":42.47058,"fiber_width_ch_1":9.15022,"inten_cooc_asm_ch_3":0.03428,"inten_cooc_asm_ch_4":0.02743,"inten_cooc_contrast_ch_3":9.72755,"inten_cooc_contrast_ch_4":9.68437,"inten_cooc_entropy_ch_3":6.59671,"inten_cooc_entropy_ch_4":6.76735,"inten_cooc_max_ch_3":0.17964,"inten_cooc_max_ch_4":0.14873,"kurt_inten_ch_1":-0.74807,"kurt_inten_ch_3":0.50134,"kurt_inten_ch_4":-0.46608,"length_ch_1":40.98149,"neighbor_avg_dist_ch_1":272.10816,"neighbor_min_dist_ch_1":40.96518,"neighbor_var_dist_ch_1":108.10858,"perim_ch_1":103.24159,"shape_bfr_ch_1":0.56905,"shape_lwr_ch_1":2.56838,"shape_p_2_a_ch_1":2.18262,"skew_inten_ch_1":0.32258,"skew_inten_ch_3":1.01475,"skew_inten_ch_4":0.56301,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":18568,"total_inten_ch_2":40408,"total_inten_ch_3":13568,"total_inten_ch_4":20726,"var_inten_ch_1":33.30749,"var_inten_ch_3":37.59746,"var_inten_ch_4":49.82838,"width_ch_1":15.95617}
{"case":"Train","class":"WS","angle_ch_1":85.28714,"area_ch_1":204,"avg_inten_ch_1":113.06154,"avg_inten_ch_2":218.71282,"avg_inten_ch_3":0.22051,"avg_inten_ch_4":20.59487,"convex_hull_area_ratio_ch_1":1.03713,"convex_hull_perim_ratio_ch_1":0.97373,"diff_inten_density_ch_1":60.17647,"diff_inten_density_ch_3":1.7507,"diff_inten_density_ch_4":18.2493,"entropy_inten_ch_1":6.8128,"entropy_inten_ch_3":0.27777,"entropy_inten_ch_4":2.92878,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":1.66118,"eq_ellipse_oblate_vol_ch_1":287.06642,"eq_ellipse_prolate_vol_ch_1":172.80828,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.49124,"fiber_length_ch_1":17.46262,"fiber_width_ch_1":12.12496,"inten_cooc_asm_ch_3":0.89739,"inten_cooc_asm_ch_4":0.40259,"inten_cooc_contrast_ch_3":0.04772,"inten_cooc_contrast_ch_4":1.23855,"inten_cooc_entropy_ch_3":0.37369,"inten_cooc_entropy_ch_4":2.7715,"inten_cooc_max_ch_3":0.95082,"inten_cooc_max_ch_4":0.63388,"kurt_inten_ch_1":-0.68499,"kurt_inten_ch_3":74.66607,"kurt_inten_ch_4":3.42072,"length_ch_1":21.76378,"neighbor_avg_dist_ch_1":258.46903,"neighbor_min_dist_ch_1":24.7838,"neighbor_var_dist_ch_1":123.41182,"perim_ch_1":59.17516,"shape_bfr_ch_1":0.72706,"shape_lwr_ch_1":1.68488,"shape_p_2_a_ch_1":1.31606,"skew_inten_ch_1":-0.04299,"skew_inten_ch_3":8.50107,"skew_inten_ch_4":1.98672,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":22047,"total_inten_ch_2":42455,"total_inten_ch_3":43,"total_inten_ch_4":4016,"var_inten_ch_1":52.86709,"var_inten_ch_3":1.60051,"var_inten_ch_4":37.69248,"width_ch_1":12.91712}
{"case":"Train","class":"PS","angle_ch_1":143.51788,"area_ch_1":598,"avg_inten_ch_1":214.50088,"avg_inten_ch_2":272.7268,"avg_inten_ch_3":217.29247,"avg_inten_ch_4":263.76883,"convex_hull_area_ratio_ch_1":1.08951,"convex_hull_perim_ratio_ch_1":0.9512,"diff_inten_density_ch_1":101.74376,"diff_inten_density_ch_3":135.10731,"diff_inten_density_ch_4":115.23497,"entropy_inten_ch_1":8.11726,"entropy_inten_ch_3":6.79913,"entropy_inten_ch_4":7.28208,"eq_circ_diam_ch_1":27.60529,"eq_ellipse_lwr_ch_1":1.73542,"eq_ellipse_oblate_vol_ch_1":1470.20518,"eq_ellipse_prolate_vol_ch_1":847.17567,"eq_sphere_area_ch_1":2394.05669,"eq_sphere_vol_ch_1":11014.77064,"fiber_align_2_ch_3":1.44225,"fiber_align_2_ch_4":1.25906,"fiber_length_ch_1":36.15126,"fiber_width_ch_1":17.00524,"inten_cooc_asm_ch_3":0.05715,"inten_cooc_asm_ch_4":0.04066,"inten_cooc_contrast_ch_3":4.99875,"inten_cooc_contrast_ch_4":3.84329,"inten_cooc_entropy_ch_3":6.06505,"inten_cooc_entropy_ch_4":6.24929,"inten_cooc_max_ch_3":0.23277,"inten_cooc_max_ch_4":0.18382,"kurt_inten_ch_1":0.55384,"kurt_inten_ch_3":0.56385,"kurt_inten_ch_4":-0.52277,"length_ch_1":40.77163,"neighbor_avg_dist_ch_1":259.66243,"neighbor_min_dist_ch_1":48.50956,"neighbor_var_dist_ch_1":114.11831,"perim_ch_1":106.31302,"shape_bfr_ch_1":0.59178,"shape_lwr_ch_1":1.64361,"shape_p_2_a_ch_1":1.46303,"skew_inten_ch_1":1.12119,"skew_inten_ch_3":1.0815,"skew_inten_ch_4":0.57057,"spot_fiber_count_ch_3":6,"spot_fiber_count_ch_4":11,"total_inten_ch_1":122480,"total_inten_ch_2":155157,"total_inten_ch_3":124074,"total_inten_ch_4":150612,"var_inten_ch_1":152.11194,"var_inten_ch_3":228.22572,"var_inten_ch_4":226.65557,"width_ch_1":24.80611}
{"case":"Test","class":"PS","angle_ch_1":89.34703,"area_ch_1":181,"avg_inten_ch_1":76.23699,"avg_inten_ch_2":285.50289,"avg_inten_ch_3":74.37572,"avg_inten_ch_4":21.80347,"convex_hull_area_ratio_ch_1":1.12175,"convex_hull_perim_ratio_ch_1":0.91976,"diff_inten_density_ch_1":57.22951,"diff_inten_density_ch_3":52.28525,"diff_inten_density_ch_4":26.80328,"entropy_inten_ch_1":6.57891,"entropy_inten_ch_3":2.74195,"entropy_inten_ch_4":2.99534,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":3.54893,"eq_ellipse_oblate_vol_ch_1":350.62245,"eq_ellipse_prolate_vol_ch_1":98.79653,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.33981,"fiber_align_2_ch_4":1.86457,"fiber_length_ch_1":29.20861,"fiber_width_ch_1":6.5582,"inten_cooc_asm_ch_3":0.44295,"inten_cooc_asm_ch_4":0.33795,"inten_cooc_contrast_ch_3":0.71961,"inten_cooc_contrast_ch_4":2.36013,"inten_cooc_entropy_ch_3":2.58413,"inten_cooc_entropy_ch_4":3.22391,"inten_cooc_max_ch_3":0.6625,"inten_cooc_max_ch_4":0.5875,"kurt_inten_ch_1":-0.49928,"kurt_inten_ch_3":1.16963,"kurt_inten_ch_4":4.60161,"length_ch_1":28.69981,"neighbor_avg_dist_ch_1":166.88784,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":73.93933,"perim_ch_1":71.53363,"shape_bfr_ch_1":0.67549,"shape_lwr_ch_1":3.06828,"shape_p_2_a_ch_1":2.12575,"skew_inten_ch_1":0.36351,"skew_inten_ch_3":1.56973,"skew_inten_ch_4":2.19289,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":13189,"total_inten_ch_2":49220,"total_inten_ch_3":12867,"total_inten_ch_4":3772,"var_inten_ch_1":46.31092,"var_inten_ch_3":129.6641,"var_inten_ch_4":40.31031,"width_ch_1":9.3537}
{"case":"Test","class":"PS","angle_ch_1":12.42058,"area_ch_1":153,"avg_inten_ch_1":174.32877,"avg_inten_ch_2":752.22603,"avg_inten_ch_3":99.32192,"avg_inten_ch_4":286.86986,"convex_hull_area_ratio_ch_1":1.0719,"convex_hull_perim_ratio_ch_1":0.96336,"diff_inten_density_ch_1":80.83077,"diff_inten_density_ch_3":59.14615,"diff_inten_density_ch_4":176.13077,"entropy_inten_ch_1":6.80264,"entropy_inten_ch_3":6.48171,"entropy_inten_ch_4":6.91921,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":2.78999,"eq_ellipse_oblate_vol_ch_1":241.01933,"eq_ellipse_prolate_vol_ch_1":86.38728,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.49993,"fiber_align_2_ch_4":1.56115,"fiber_length_ch_1":20.8849,"fiber_width_ch_1":7.67887,"inten_cooc_asm_ch_3":0.01201,"inten_cooc_asm_ch_4":0.0097,"inten_cooc_contrast_ch_3":9.32436,"inten_cooc_contrast_ch_4":13.05859,"inten_cooc_entropy_ch_3":6.68615,"inten_cooc_entropy_ch_4":6.9209,"inten_cooc_max_ch_3":0.03676,"inten_cooc_max_ch_4":0.02941,"kurt_inten_ch_1":-0.47979,"kurt_inten_ch_3":3.36624,"kurt_inten_ch_4":0.34918,"length_ch_1":23.31788,"neighbor_avg_dist_ch_1":256.64877,"neighbor_min_dist_ch_1":31.88637,"neighbor_var_dist_ch_1":105.72586,"perim_ch_1":57.12754,"shape_bfr_ch_1":0.6953,"shape_lwr_ch_1":2.47037,"shape_p_2_a_ch_1":1.61938,"skew_inten_ch_1":-0.15607,"skew_inten_ch_3":1.78581,"skew_inten_ch_4":0.6951,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":25452,"total_inten_ch_2":109680,"total_inten_ch_3":14501,"total_inten_ch_4":41883,"var_inten_ch_1":83.45724,"var_inten_ch_3":84.17154,"var_inten_ch_4":177.37505,"width_ch_1":9.43904}
{"case":"Test","class":"PS","angle_ch_1":164.33004,"area_ch_1":244,"avg_inten_ch_1":23.17167,"avg_inten_ch_2":4.57082,"avg_inten_ch_3":34.12446,"avg_inten_ch_4":1.88841,"convex_hull_area_ratio_ch_1":1.65538,"convex_hull_perim_ratio_ch_1":0.82816,"diff_inten_density_ch_1":32.98,"diff_inten_density_ch_3":23.355,"diff_inten_density_ch_4":5.46,"entropy_inten_ch_1":5.63743,"entropy_inten_ch_3":3.53099,"entropy_inten_ch_4":2.34897,"eq_circ_diam_ch_1":17.63405,"eq_ellipse_lwr_ch_1":3.55358,"eq_ellipse_oblate_vol_ch_1":548.3883,"eq_ellipse_prolate_vol_ch_1":154.32017,"eq_sphere_area_ch_1":976.9093,"eq_sphere_vol_ch_1":2871.14534,"fiber_align_2_ch_3":1.35049,"fiber_align_2_ch_4":1,"fiber_length_ch_1":50.07424,"fiber_width_ch_1":5.25409,"inten_cooc_asm_ch_3":0.30078,"inten_cooc_asm_ch_4":0.15885,"inten_cooc_contrast_ch_3":1.6227,"inten_cooc_contrast_ch_4":7.39881,"inten_cooc_entropy_ch_3":3.4773,"inten_cooc_entropy_ch_4":4.06597,"inten_cooc_max_ch_3":0.58049,"inten_cooc_max_ch_4":0.38537,"kurt_inten_ch_1":-0.09823,"kurt_inten_ch_3":-0.16048,"kurt_inten_ch_4":12.66249,"length_ch_1":39.67102,"neighbor_avg_dist_ch_1":280.6854,"neighbor_min_dist_ch_1":29.84892,"neighbor_var_dist_ch_1":127.8069,"perim_ch_1":110.65667,"shape_bfr_ch_1":0.39033,"shape_lwr_ch_1":2.51526,"shape_p_2_a_ch_1":3.70366,"skew_inten_ch_1":0.69893,"skew_inten_ch_3":1.10861,"skew_inten_ch_4":3.04696,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5399,"total_inten_ch_2":833,"total_inten_ch_3":7951,"total_inten_ch_4":440,"var_inten_ch_1":16.02936,"var_inten_ch_3":48.4261,"var_inten_ch_4":3.38584,"width_ch_1":15.77213}
{"case":"Train","class":"PS","angle_ch_1":134.97921,"area_ch_1":223,"avg_inten_ch_1":172.37559,"avg_inten_ch_2":358.61033,"avg_inten_ch_3":122.55869,"avg_inten_ch_4":446.39437,"convex_hull_area_ratio_ch_1":1.01246,"convex_hull_perim_ratio_ch_1":0.97679,"diff_inten_density_ch_1":66.59796,"diff_inten_density_ch_3":93.05089,"diff_inten_density_ch_4":178.17048,"entropy_inten_ch_1":6.94225,"entropy_inten_ch_3":6.68822,"entropy_inten_ch_4":7.28935,"eq_circ_diam_ch_1":16.86025,"eq_ellipse_lwr_ch_1":1.11791,"eq_ellipse_oblate_vol_ch_1":268.83992,"eq_ellipse_prolate_vol_ch_1":240.48509,"eq_sphere_area_ch_1":893.05442,"eq_sphere_vol_ch_1":2509.52023,"fiber_align_2_ch_3":1.79205,"fiber_align_2_ch_4":1.61477,"fiber_length_ch_1":14.3879,"fiber_width_ch_1":14.3879,"inten_cooc_asm_ch_3":0.01235,"inten_cooc_asm_ch_4":0.00989,"inten_cooc_contrast_ch_3":8.50635,"inten_cooc_contrast_ch_4":8.84393,"inten_cooc_entropy_ch_3":6.9462,"inten_cooc_entropy_ch_4":7.03411,"inten_cooc_max_ch_3":0.07143,"inten_cooc_max_ch_4":0.04082,"kurt_inten_ch_1":0.37058,"kurt_inten_ch_3":3.05369,"kurt_inten_ch_4":-0.58402,"length_ch_1":19.54724,"neighbor_avg_dist_ch_1":211.68089,"neighbor_min_dist_ch_1":25.67701,"neighbor_var_dist_ch_1":83.26049,"perim_ch_1":57.55161,"shape_bfr_ch_1":0.68589,"shape_lwr_ch_1":1.17383,"shape_p_2_a_ch_1":1.1391,"skew_inten_ch_1":-0.39261,"skew_inten_ch_3":1.69682,"skew_inten_ch_4":0.14031,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":36716,"total_inten_ch_2":76172,"total_inten_ch_3":26105,"total_inten_ch_4":95082,"var_inten_ch_1":63.12615,"var_inten_ch_3":126.72903,"var_inten_ch_4":242.39597,"width_ch_1":16.65252}
{"case":"Train","class":"WS","angle_ch_1":110.72836,"area_ch_1":319,"avg_inten_ch_1":81.92787,"avg_inten_ch_2":527.20984,"avg_inten_ch_3":100.08852,"avg_inten_ch_4":144.58033,"convex_hull_area_ratio_ch_1":1.27987,"convex_hull_perim_ratio_ch_1":0.86534,"diff_inten_density_ch_1":59.60682,"diff_inten_density_ch_3":78.15619,"diff_inten_density_ch_4":141.00718,"entropy_inten_ch_1":7.01286,"entropy_inten_ch_3":6.04466,"entropy_inten_ch_4":5.92915,"eq_circ_diam_ch_1":20.17549,"eq_ellipse_lwr_ch_1":2.36191,"eq_ellipse_oblate_vol_ch_1":669.58028,"eq_ellipse_prolate_vol_ch_1":283.49145,"eq_sphere_area_ch_1":1278.78685,"eq_sphere_vol_ch_1":4300.02574,"fiber_align_2_ch_3":1.26611,"fiber_align_2_ch_4":1.21725,"fiber_length_ch_1":37.60051,"fiber_width_ch_1":8.86486,"inten_cooc_asm_ch_3":0.05801,"inten_cooc_asm_ch_4":0.05249,"inten_cooc_contrast_ch_3":7.46285,"inten_cooc_contrast_ch_4":6.85327,"inten_cooc_entropy_ch_3":6.1326,"inten_cooc_entropy_ch_4":6.05916,"inten_cooc_max_ch_3":0.23214,"inten_cooc_max_ch_4":0.21786,"kurt_inten_ch_1":-0.839,"kurt_inten_ch_3":-0.426,"kurt_inten_ch_4":7.99044,"length_ch_1":31.52179,"neighbor_avg_dist_ch_1":197.67929,"neighbor_min_dist_ch_1":21.37777,"neighbor_var_dist_ch_1":86.77788,"perim_ch_1":92.93073,"shape_bfr_ch_1":0.57546,"shape_lwr_ch_1":1.78854,"shape_p_2_a_ch_1":2.06177,"skew_inten_ch_1":0.3392,"skew_inten_ch_3":0.68951,"skew_inten_ch_4":2.46781,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":24988,"total_inten_ch_2":160495,"total_inten_ch_3":30527,"total_inten_ch_4":44097,"var_inten_ch_1":52.07398,"var_inten_ch_3":95.2149,"var_inten_ch_4":197.33394,"width_ch_1":17.62434}
{"case":"Test","class":"PS","angle_ch_1":83.45228,"area_ch_1":190,"avg_inten_ch_1":94.11538,"avg_inten_ch_2":18.26374,"avg_inten_ch_3":213.32967,"avg_inten_ch_4":135.28022,"convex_hull_area_ratio_ch_1":1.19525,"convex_hull_perim_ratio_ch_1":0.92056,"diff_inten_density_ch_1":80.46951,"diff_inten_density_ch_3":186.60976,"diff_inten_density_ch_4":75.9939,"entropy_inten_ch_1":6.76986,"entropy_inten_ch_3":5.98525,"entropy_inten_ch_4":5.31807,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.88355,"eq_ellipse_oblate_vol_ch_1":275.6241,"eq_ellipse_prolate_vol_ch_1":146.33226,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.75979,"fiber_align_2_ch_4":1.46777,"fiber_length_ch_1":24.12609,"fiber_width_ch_1":8.23305,"inten_cooc_asm_ch_3":0.03643,"inten_cooc_asm_ch_4":0.07845,"inten_cooc_contrast_ch_3":7.9974,"inten_cooc_contrast_ch_4":5.21809,"inten_cooc_entropy_ch_3":6.22216,"inten_cooc_entropy_ch_4":5.49938,"inten_cooc_max_ch_3":0.18072,"inten_cooc_max_ch_4":0.27711,"kurt_inten_ch_1":0.14898,"kurt_inten_ch_3":-0.40197,"kurt_inten_ch_4":-1.34015,"length_ch_1":21.15985,"neighbor_avg_dist_ch_1":331.1565,"neighbor_min_dist_ch_1":47.10637,"neighbor_var_dist_ch_1":131.93567,"perim_ch_1":64.71828,"shape_bfr_ch_1":0.61793,"shape_lwr_ch_1":1.45029,"shape_p_2_a_ch_1":1.67801,"skew_inten_ch_1":0.91901,"skew_inten_ch_3":0.78857,"skew_inten_ch_4":0.26375,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":17129,"total_inten_ch_2":3143,"total_inten_ch_3":38826,"total_inten_ch_4":24621,"var_inten_ch_1":77.17116,"var_inten_ch_3":210.53271,"var_inten_ch_4":124.18956,"width_ch_1":14.59008}
{"case":"Test","class":"PS","angle_ch_1":86.9726,"area_ch_1":191,"avg_inten_ch_1":47.39344,"avg_inten_ch_2":91.7377,"avg_inten_ch_3":38.45902,"avg_inten_ch_4":56.99454,"convex_hull_area_ratio_ch_1":1.45013,"convex_hull_perim_ratio_ch_1":0.79013,"diff_inten_density_ch_1":53.71746,"diff_inten_density_ch_3":39.50794,"diff_inten_density_ch_4":33.66667,"entropy_inten_ch_1":6.18099,"entropy_inten_ch_3":5.29759,"entropy_inten_ch_4":4.22027,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":1.48571,"eq_ellipse_oblate_vol_ch_1":246.81166,"eq_ellipse_prolate_vol_ch_1":166.12336,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.86282,"fiber_align_2_ch_4":1.27611,"fiber_length_ch_1":38.69835,"fiber_width_ch_1":5.29533,"inten_cooc_asm_ch_3":0.0479,"inten_cooc_asm_ch_4":0.21186,"inten_cooc_contrast_ch_3":11.79842,"inten_cooc_contrast_ch_4":2.70229,"inten_cooc_entropy_ch_3":6.09061,"inten_cooc_entropy_ch_4":4.2131,"inten_cooc_max_ch_3":0.22078,"inten_cooc_max_ch_4":0.46584,"kurt_inten_ch_1":0.16106,"kurt_inten_ch_3":0.56349,"kurt_inten_ch_4":-0.99215,"length_ch_1":26.63597,"neighbor_avg_dist_ch_1":226.29404,"neighbor_min_dist_ch_1":23.90107,"neighbor_var_dist_ch_1":120.18226,"perim_ch_1":87.98734,"shape_bfr_ch_1":0.44901,"shape_lwr_ch_1":1.66074,"shape_p_2_a_ch_1":3.00637,"skew_inten_ch_1":0.49656,"skew_inten_ch_3":1.03598,"skew_inten_ch_4":0.58842,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":8673,"total_inten_ch_2":16606,"total_inten_ch_3":7038,"total_inten_ch_4":10430,"var_inten_ch_1":26.64415,"var_inten_ch_3":39.05758,"var_inten_ch_4":62.99323,"width_ch_1":16.03863}
{"case":"Train","class":"PS","angle_ch_1":2.0841,"area_ch_1":191,"avg_inten_ch_1":183.54645,"avg_inten_ch_2":105.13661,"avg_inten_ch_3":304.09836,"avg_inten_ch_4":6.07104,"convex_hull_area_ratio_ch_1":1.07592,"convex_hull_perim_ratio_ch_1":0.95562,"diff_inten_density_ch_1":113.5045,"diff_inten_density_ch_3":224.0991,"diff_inten_density_ch_4":9.23423,"entropy_inten_ch_1":7.06884,"entropy_inten_ch_3":6.52955,"entropy_inten_ch_4":2.81999,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":1.63138,"eq_ellipse_oblate_vol_ch_1":258.62845,"eq_ellipse_prolate_vol_ch_1":158.53315,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.16863,"fiber_align_2_ch_4":1.67512,"fiber_length_ch_1":17.63562,"fiber_width_ch_1":11.35222,"inten_cooc_asm_ch_3":0.01964,"inten_cooc_asm_ch_4":0.28547,"inten_cooc_contrast_ch_3":6.82432,"inten_cooc_contrast_ch_4":3.22436,"inten_cooc_entropy_ch_3":6.53659,"inten_cooc_entropy_ch_4":3.58546,"inten_cooc_max_ch_3":0.11043,"inten_cooc_max_ch_4":0.53988,"kurt_inten_ch_1":-0.64215,"kurt_inten_ch_3":-0.43587,"kurt_inten_ch_4":4.45875,"length_ch_1":20.53711,"neighbor_avg_dist_ch_1":230.68073,"neighbor_min_dist_ch_1":25.099,"neighbor_var_dist_ch_1":120.50991,"perim_ch_1":57.97569,"shape_bfr_ch_1":0.68873,"shape_lwr_ch_1":1.51439,"shape_p_2_a_ch_1":1.336,"skew_inten_ch_1":0.63807,"skew_inten_ch_3":0.76334,"skew_inten_ch_4":2.18411,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":33589,"total_inten_ch_2":19058,"total_inten_ch_3":55650,"total_inten_ch_4":1111,"var_inten_ch_1":132.11506,"var_inten_ch_3":287.20342,"var_inten_ch_4":10.94499,"width_ch_1":13.56135}
{"case":"Train","class":"PS","angle_ch_1":42.44632,"area_ch_1":156,"avg_inten_ch_1":40.86577,"avg_inten_ch_2":5.42282,"avg_inten_ch_3":27.14765,"avg_inten_ch_4":2.71141,"convex_hull_area_ratio_ch_1":1.07419,"convex_hull_perim_ratio_ch_1":0.94426,"diff_inten_density_ch_1":45.23048,"diff_inten_density_ch_3":28.30112,"diff_inten_density_ch_4":7.0223,"entropy_inten_ch_1":6.04952,"entropy_inten_ch_3":4.26244,"entropy_inten_ch_4":2.8973,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.24781,"eq_ellipse_oblate_vol_ch_1":166.17883,"eq_ellipse_prolate_vol_ch_1":133.17607,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.03068,"fiber_align_2_ch_4":1,"fiber_length_ch_1":15.82637,"fiber_width_ch_1":10.2657,"inten_cooc_asm_ch_3":0.09426,"inten_cooc_asm_ch_4":0.0708,"inten_cooc_contrast_ch_3":5.93869,"inten_cooc_contrast_ch_4":7.97974,"inten_cooc_entropy_ch_3":5.1118,"inten_cooc_entropy_ch_4":5.01748,"inten_cooc_max_ch_3":0.29323,"inten_cooc_max_ch_4":0.24265,"kurt_inten_ch_1":0.37748,"kurt_inten_ch_3":2.98744,"kurt_inten_ch_4":4.75971,"length_ch_1":17.35737,"neighbor_avg_dist_ch_1":306.09672,"neighbor_min_dist_ch_1":47.09524,"neighbor_var_dist_ch_1":135.35578,"perim_ch_1":52.18415,"shape_bfr_ch_1":0.59371,"shape_lwr_ch_1":1.14529,"shape_p_2_a_ch_1":1.33381,"skew_inten_ch_1":0.78856,"skew_inten_ch_3":1.86852,"skew_inten_ch_4":2.11461,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6089,"total_inten_ch_2":660,"total_inten_ch_3":4045,"total_inten_ch_4":404,"var_inten_ch_1":28.46796,"var_inten_ch_3":42.76444,"var_inten_ch_4":3.86395,"width_ch_1":15.15544}
{"case":"Test","class":"WS","angle_ch_1":137.54984,"area_ch_1":440,"avg_inten_ch_1":386.28333,"avg_inten_ch_2":301.63333,"avg_inten_ch_3":133.57619,"avg_inten_ch_4":511.59286,"convex_hull_area_ratio_ch_1":1.07825,"convex_hull_perim_ratio_ch_1":0.95461,"diff_inten_density_ch_1":144.71103,"diff_inten_density_ch_3":113.55006,"diff_inten_density_ch_4":248.71863,"entropy_inten_ch_1":8.2385,"entropy_inten_ch_3":5.14385,"entropy_inten_ch_4":6.94802,"eq_circ_diam_ch_1":23.67548,"eq_ellipse_lwr_ch_1":1.17407,"eq_ellipse_oblate_vol_ch_1":762.85723,"eq_ellipse_prolate_vol_ch_1":649.75212,"eq_sphere_area_ch_1":1760.95238,"eq_sphere_vol_ch_1":6948.56671,"fiber_align_2_ch_3":1.47584,"fiber_align_2_ch_4":1.41019,"fiber_length_ch_1":26.00413,"fiber_width_ch_1":17.51402,"inten_cooc_asm_ch_3":0.16724,"inten_cooc_asm_ch_4":0.04922,"inten_cooc_contrast_ch_3":2.43682,"inten_cooc_contrast_ch_4":2.79721,"inten_cooc_entropy_ch_3":4.65957,"inten_cooc_entropy_ch_4":5.9412,"inten_cooc_max_ch_3":0.41117,"inten_cooc_max_ch_4":0.20305,"kurt_inten_ch_1":0.97627,"kurt_inten_ch_3":3.96044,"kurt_inten_ch_4":-0.34138,"length_ch_1":27.48258,"neighbor_avg_dist_ch_1":204.929,"neighbor_min_dist_ch_1":19.3172,"neighbor_var_dist_ch_1":94.57911,"perim_ch_1":87.03629,"shape_bfr_ch_1":0.63043,"shape_lwr_ch_1":1.08159,"shape_p_2_a_ch_1":1.32361,"skew_inten_ch_1":1.14398,"skew_inten_ch_3":2.02765,"skew_inten_ch_4":0.87904,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":12,"total_inten_ch_1":162239,"total_inten_ch_2":126267,"total_inten_ch_3":56102,"total_inten_ch_4":214869,"var_inten_ch_1":261.20047,"var_inten_ch_3":209.90161,"var_inten_ch_4":533.5046,"width_ch_1":25.40953}
{"case":"Test","class":"PS","angle_ch_1":124.67971,"area_ch_1":235,"avg_inten_ch_1":48.29778,"avg_inten_ch_2":145.59111,"avg_inten_ch_3":94.22222,"avg_inten_ch_4":120.11111,"convex_hull_area_ratio_ch_1":1.29185,"convex_hull_perim_ratio_ch_1":0.89357,"diff_inten_density_ch_1":42.08867,"diff_inten_density_ch_3":51.34975,"diff_inten_density_ch_4":78.38916,"entropy_inten_ch_1":6.29253,"entropy_inten_ch_3":6.69949,"entropy_inten_ch_4":6.63385,"eq_circ_diam_ch_1":17.32868,"eq_ellipse_lwr_ch_1":1.72748,"eq_ellipse_oblate_vol_ch_1":362.82902,"eq_ellipse_prolate_vol_ch_1":210.03354,"eq_sphere_area_ch_1":943.36735,"eq_sphere_vol_ch_1":2724.55182,"fiber_align_2_ch_3":1.32488,"fiber_align_2_ch_4":1.46579,"fiber_length_ch_1":32.80491,"fiber_width_ch_1":7.44484,"inten_cooc_asm_ch_3":0.01266,"inten_cooc_asm_ch_4":0.01446,"inten_cooc_contrast_ch_3":9.09199,"inten_cooc_contrast_ch_4":8.305,"inten_cooc_entropy_ch_3":6.96036,"inten_cooc_entropy_ch_4":6.89319,"inten_cooc_max_ch_3":0.07729,"inten_cooc_max_ch_4":0.1005,"kurt_inten_ch_1":-0.1527,"kurt_inten_ch_3":0.63347,"kurt_inten_ch_4":-1.19692,"length_ch_1":27.84293,"neighbor_avg_dist_ch_1":279.98273,"neighbor_min_dist_ch_1":30.73134,"neighbor_var_dist_ch_1":131.8145,"perim_ch_1":80.4995,"shape_bfr_ch_1":0.45418,"shape_lwr_ch_1":1.49293,"shape_p_2_a_ch_1":2.11144,"skew_inten_ch_1":0.53618,"skew_inten_ch_3":0.72099,"skew_inten_ch_4":0.22959,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10867,"total_inten_ch_2":32534,"total_inten_ch_3":21200,"total_inten_ch_4":27025,"var_inten_ch_1":26.38443,"var_inten_ch_3":64.52923,"var_inten_ch_4":94.3189,"width_ch_1":18.64987}
{"case":"Train","class":"WS","angle_ch_1":7.90859,"area_ch_1":222,"avg_inten_ch_1":340.1934,"avg_inten_ch_2":308.01415,"avg_inten_ch_3":28.01415,"avg_inten_ch_4":232.08962,"convex_hull_area_ratio_ch_1":1.07466,"convex_hull_perim_ratio_ch_1":0.95937,"diff_inten_density_ch_1":135.60938,"diff_inten_density_ch_3":24.56771,"diff_inten_density_ch_4":77.58854,"entropy_inten_ch_1":7.40948,"entropy_inten_ch_3":5.45336,"entropy_inten_ch_4":7.29858,"eq_circ_diam_ch_1":16.82063,"eq_ellipse_lwr_ch_1":3.01332,"eq_ellipse_oblate_vol_ch_1":438.2761,"eq_ellipse_prolate_vol_ch_1":145.44637,"eq_sphere_area_ch_1":888.86168,"eq_sphere_vol_ch_1":2491.86831,"fiber_align_2_ch_3":1.53427,"fiber_align_2_ch_4":1.23275,"fiber_length_ch_1":26.9636,"fiber_width_ch_1":8.59118,"inten_cooc_asm_ch_3":0.03804,"inten_cooc_asm_ch_4":0.0085,"inten_cooc_contrast_ch_3":10.39218,"inten_cooc_contrast_ch_4":8.2105,"inten_cooc_entropy_ch_3":6.411,"inten_cooc_entropy_ch_4":7.12533,"inten_cooc_max_ch_3":0.18579,"inten_cooc_max_ch_4":0.02239,"kurt_inten_ch_1":-0.8423,"kurt_inten_ch_3":9.39686,"kurt_inten_ch_4":-0.93791,"length_ch_1":30.11243,"neighbor_avg_dist_ch_1":260.34266,"neighbor_min_dist_ch_1":24.74148,"neighbor_var_dist_ch_1":121.49413,"perim_ch_1":71.10955,"shape_bfr_ch_1":0.69675,"shape_lwr_ch_1":2.84312,"shape_p_2_a_ch_1":1.73705,"skew_inten_ch_1":-0.14775,"skew_inten_ch_3":2.37231,"skew_inten_ch_4":0.20486,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":72121,"total_inten_ch_2":65088,"total_inten_ch_3":5939,"total_inten_ch_4":49203,"var_inten_ch_1":174.53768,"var_inten_ch_3":29.53627,"var_inten_ch_4":100.89302,"width_ch_1":10.59132}
{"case":"Test","class":"PS","angle_ch_1":34.19153,"area_ch_1":346,"avg_inten_ch_1":26.06344,"avg_inten_ch_2":5.69789,"avg_inten_ch_3":42.42296,"avg_inten_ch_4":160.55589,"convex_hull_area_ratio_ch_1":1.22502,"convex_hull_perim_ratio_ch_1":0.84208,"diff_inten_density_ch_1":40.43854,"diff_inten_density_ch_3":30.81395,"diff_inten_density_ch_4":96.63455,"entropy_inten_ch_1":5.79859,"entropy_inten_ch_3":6.17899,"entropy_inten_ch_4":7.32072,"eq_circ_diam_ch_1":21.01785,"eq_ellipse_lwr_ch_1":2.6045,"eq_ellipse_oblate_vol_ch_1":794.92488,"eq_ellipse_prolate_vol_ch_1":305.21157,"eq_sphere_area_ch_1":1387.79819,"eq_sphere_vol_ch_1":4861.4216,"fiber_align_2_ch_3":1.89607,"fiber_align_2_ch_4":1.79133,"fiber_length_ch_1":41.51753,"fiber_width_ch_1":8.77958,"inten_cooc_asm_ch_3":0.00556,"inten_cooc_asm_ch_4":0.00842,"inten_cooc_contrast_ch_3":26.79783,"inten_cooc_contrast_ch_4":11.2752,"inten_cooc_entropy_ch_3":7.76546,"inten_cooc_entropy_ch_4":7.33332,"inten_cooc_max_ch_3":0.0198,"inten_cooc_max_ch_4":0.0429,"kurt_inten_ch_1":-0.15113,"kurt_inten_ch_3":1.47951,"kurt_inten_ch_4":-0.26671,"length_ch_1":34.91502,"neighbor_avg_dist_ch_1":246.15983,"neighbor_min_dist_ch_1":41.8261,"neighbor_var_dist_ch_1":93.19083,"perim_ch_1":100.59423,"shape_bfr_ch_1":0.57897,"shape_lwr_ch_1":2.03428,"shape_p_2_a_ch_1":2.20917,"skew_inten_ch_1":0.6266,"skew_inten_ch_3":0.94672,"skew_inten_ch_4":0.56275,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":8627,"total_inten_ch_2":1556,"total_inten_ch_3":14042,"total_inten_ch_4":53144,"var_inten_ch_1":19.05055,"var_inten_ch_3":23.66092,"var_inten_ch_4":113.92861,"width_ch_1":17.16331}
{"case":"Test","class":"PS","angle_ch_1":73.24306,"area_ch_1":361,"avg_inten_ch_1":390.68406,"avg_inten_ch_2":150.7942,"avg_inten_ch_3":518.90725,"avg_inten_ch_4":297.91884,"convex_hull_area_ratio_ch_1":1.25087,"convex_hull_perim_ratio_ch_1":0.91367,"diff_inten_density_ch_1":229.18898,"diff_inten_density_ch_3":411.47874,"diff_inten_density_ch_4":134.77323,"entropy_inten_ch_1":8.05211,"entropy_inten_ch_3":6.45057,"entropy_inten_ch_4":7.47066,"eq_circ_diam_ch_1":21.45773,"eq_ellipse_lwr_ch_1":2.81611,"eq_ellipse_oblate_vol_ch_1":879.57869,"eq_ellipse_prolate_vol_ch_1":312.33862,"eq_sphere_area_ch_1":1446.4966,"eq_sphere_vol_ch_1":5173.08886,"fiber_align_2_ch_3":1.46024,"fiber_align_2_ch_4":1.32727,"fiber_length_ch_1":38.58158,"fiber_width_ch_1":9.71937,"inten_cooc_asm_ch_3":0.05799,"inten_cooc_asm_ch_4":0.01021,"inten_cooc_contrast_ch_3":4.98009,"inten_cooc_contrast_ch_4":9.47842,"inten_cooc_entropy_ch_3":6.00418,"inten_cooc_entropy_ch_4":7.20368,"inten_cooc_max_ch_3":0.23457,"inten_cooc_max_ch_4":0.06481,"kurt_inten_ch_1":1.41283,"kurt_inten_ch_3":1.2457,"kurt_inten_ch_4":-0.68006,"length_ch_1":35.89317,"neighbor_avg_dist_ch_1":206.29963,"neighbor_min_dist_ch_1":17.5248,"neighbor_var_dist_ch_1":104.19015,"perim_ch_1":96.60189,"shape_bfr_ch_1":0.63379,"shape_lwr_ch_1":2.25793,"shape_p_2_a_ch_1":1.98035,"skew_inten_ch_1":1.12334,"skew_inten_ch_3":1.23701,"skew_inten_ch_4":0.02291,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":134786,"total_inten_ch_2":51680,"total_inten_ch_3":179023,"total_inten_ch_4":102782,"var_inten_ch_1":286.81328,"var_inten_ch_3":582.00468,"var_inten_ch_4":166.90117,"width_ch_1":15.89649}
{"case":"Test","class":"PS","angle_ch_1":91.51809,"area_ch_1":728,"avg_inten_ch_1":568.08489,"avg_inten_ch_2":320.39137,"avg_inten_ch_3":168.56978,"avg_inten_ch_4":188.75396,"convex_hull_area_ratio_ch_1":1.20265,"convex_hull_perim_ratio_ch_1":0.80002,"diff_inten_density_ch_1":158.01301,"diff_inten_density_ch_3":142.36955,"diff_inten_density_ch_4":125.18057,"entropy_inten_ch_1":8.85403,"entropy_inten_ch_3":5.85096,"entropy_inten_ch_4":6.34233,"eq_circ_diam_ch_1":30.45556,"eq_ellipse_lwr_ch_1":1.5466,"eq_ellipse_oblate_vol_ch_1":1863.7491,"eq_ellipse_prolate_vol_ch_1":1205.06388,"eq_sphere_area_ch_1":2913.95692,"eq_sphere_vol_ch_1":14791.03289,"fiber_align_2_ch_3":1.03673,"fiber_align_2_ch_4":1.28291,"fiber_length_ch_1":58.26566,"fiber_width_ch_1":12.91666,"inten_cooc_asm_ch_3":0.12019,"inten_cooc_asm_ch_4":0.08771,"inten_cooc_contrast_ch_3":4.62771,"inten_cooc_contrast_ch_4":3.89898,"inten_cooc_entropy_ch_3":5.28239,"inten_cooc_entropy_ch_4":5.5776,"inten_cooc_max_ch_3":0.33896,"inten_cooc_max_ch_4":0.28528,"kurt_inten_ch_1":-0.64431,"kurt_inten_ch_3":5.14779,"kurt_inten_ch_4":2.11656,"length_ch_1":41.01938,"neighbor_avg_dist_ch_1":248.58772,"neighbor_min_dist_ch_1":30.38835,"neighbor_var_dist_ch_1":123.09543,"perim_ch_1":142.36463,"shape_bfr_ch_1":0.57386,"shape_lwr_ch_1":1.32545,"shape_p_2_a_ch_1":2.14303,"skew_inten_ch_1":0.43627,"skew_inten_ch_3":2.10294,"skew_inten_ch_4":1.57357,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":394819,"total_inten_ch_2":221978,"total_inten_ch_3":117156,"total_inten_ch_4":131184,"var_inten_ch_1":300.92952,"var_inten_ch_3":249.86589,"var_inten_ch_4":242.04054,"width_ch_1":30.94762}
{"case":"Test","class":"WS","angle_ch_1":53.6753,"area_ch_1":175,"avg_inten_ch_1":314.13174,"avg_inten_ch_2":259.62874,"avg_inten_ch_3":239.68862,"avg_inten_ch_4":411.28743,"convex_hull_area_ratio_ch_1":1.01433,"convex_hull_perim_ratio_ch_1":0.98673,"diff_inten_density_ch_1":110.23934,"diff_inten_density_ch_3":106.56721,"diff_inten_density_ch_4":161.85902,"entropy_inten_ch_1":6.96748,"entropy_inten_ch_3":6.97787,"entropy_inten_ch_4":7.07978,"eq_circ_diam_ch_1":14.92906,"eq_ellipse_lwr_ch_1":1.16139,"eq_ellipse_oblate_vol_ch_1":190.23271,"eq_ellipse_prolate_vol_ch_1":163.79752,"eq_sphere_area_ch_1":700.18821,"eq_sphere_vol_ch_1":1742.19195,"fiber_align_2_ch_3":1.75748,"fiber_align_2_ch_4":1.49513,"fiber_length_ch_1":12.59624,"fiber_width_ch_1":12.59624,"inten_cooc_asm_ch_3":0.00865,"inten_cooc_asm_ch_4":0.0076,"inten_cooc_contrast_ch_3":15.15789,"inten_cooc_contrast_ch_4":20.56426,"inten_cooc_entropy_ch_3":7.10999,"inten_cooc_entropy_ch_4":7.26862,"inten_cooc_max_ch_3":0.02632,"inten_cooc_max_ch_4":0.01974,"kurt_inten_ch_1":-0.40118,"kurt_inten_ch_3":0.02475,"kurt_inten_ch_4":3.82202,"length_ch_1":17.22455,"neighbor_avg_dist_ch_1":195.73259,"neighbor_min_dist_ch_1":19.66674,"neighbor_var_dist_ch_1":98.35287,"perim_ch_1":50.38495,"shape_bfr_ch_1":0.66918,"shape_lwr_ch_1":1.13418,"shape_p_2_a_ch_1":1.10447,"skew_inten_ch_1":-0.59268,"skew_inten_ch_3":0.64629,"skew_inten_ch_4":1.23612,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":52460,"total_inten_ch_2":43192,"total_inten_ch_3":40028,"total_inten_ch_4":68685,"var_inten_ch_1":120.02368,"var_inten_ch_3":100.61225,"var_inten_ch_4":146.29451,"width_ch_1":15.18677}
{"case":"Train","class":"PS","angle_ch_1":159.02879,"area_ch_1":162,"avg_inten_ch_1":35.29677,"avg_inten_ch_2":4.85161,"avg_inten_ch_3":82.75484,"avg_inten_ch_4":1.90968,"convex_hull_area_ratio_ch_1":1.1028,"convex_hull_perim_ratio_ch_1":0.96318,"diff_inten_density_ch_1":41.72857,"diff_inten_density_ch_3":80.89286,"diff_inten_density_ch_4":5.15,"entropy_inten_ch_1":5.89749,"entropy_inten_ch_3":6.19892,"entropy_inten_ch_4":2.51658,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.92428,"eq_ellipse_oblate_vol_ch_1":218.95398,"eq_ellipse_prolate_vol_ch_1":113.78509,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.58109,"fiber_align_2_ch_4":1,"fiber_length_ch_1":18.14319,"fiber_width_ch_1":9.27256,"inten_cooc_asm_ch_3":0.01905,"inten_cooc_asm_ch_4":0.09476,"inten_cooc_contrast_ch_3":13.59165,"inten_cooc_contrast_ch_4":7.47653,"inten_cooc_entropy_ch_3":6.67703,"inten_cooc_entropy_ch_4":4.66576,"inten_cooc_max_ch_3":0.12676,"inten_cooc_max_ch_4":0.29577,"kurt_inten_ch_1":2.71279,"kurt_inten_ch_3":4.02631,"kurt_inten_ch_4":0.54153,"length_ch_1":20.2825,"neighbor_avg_dist_ch_1":265.46893,"neighbor_min_dist_ch_1":29.761,"neighbor_var_dist_ch_1":113.68432,"perim_ch_1":54.8315,"shape_bfr_ch_1":0.66503,"shape_lwr_ch_1":1.6839,"shape_p_2_a_ch_1":1.42211,"skew_inten_ch_1":1.53887,"skew_inten_ch_3":1.80562,"skew_inten_ch_4":1.20735,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":5471,"total_inten_ch_2":598,"total_inten_ch_3":12827,"total_inten_ch_4":296,"var_inten_ch_1":30.32792,"var_inten_ch_3":86.48739,"var_inten_ch_4":2.45572,"width_ch_1":12.04498}
{"case":"Test","class":"PS","angle_ch_1":96.13284,"area_ch_1":179,"avg_inten_ch_1":17.26316,"avg_inten_ch_2":181.59649,"avg_inten_ch_3":11.11696,"avg_inten_ch_4":34.32749,"convex_hull_area_ratio_ch_1":1.25373,"convex_hull_perim_ratio_ch_1":0.83323,"diff_inten_density_ch_1":29.34343,"diff_inten_density_ch_3":11.35017,"diff_inten_density_ch_4":29.93603,"entropy_inten_ch_1":5.14696,"entropy_inten_ch_3":2.5167,"entropy_inten_ch_4":3.4427,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":2.41421,"eq_ellipse_oblate_vol_ch_1":284.1865,"eq_ellipse_prolate_vol_ch_1":117.71396,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1.66724,"fiber_align_2_ch_4":1.72039,"fiber_length_ch_1":30.76062,"fiber_width_ch_1":6.27843,"inten_cooc_asm_ch_3":0.4365,"inten_cooc_asm_ch_4":0.31452,"inten_cooc_contrast_ch_3":1.05848,"inten_cooc_contrast_ch_4":2.62906,"inten_cooc_entropy_ch_3":2.59772,"inten_cooc_entropy_ch_4":3.42435,"inten_cooc_max_ch_3":0.66207,"inten_cooc_max_ch_4":0.57241,"kurt_inten_ch_1":-0.06545,"kurt_inten_ch_3":1.6875,"kurt_inten_ch_4":-0.32944,"length_ch_1":24.1785,"neighbor_avg_dist_ch_1":218.84053,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":87.08224,"perim_ch_1":74.07809,"shape_bfr_ch_1":0.557,"shape_lwr_ch_1":1.81668,"shape_p_2_a_ch_1":2.26111,"skew_inten_ch_1":0.69593,"skew_inten_ch_3":1.69915,"skew_inten_ch_4":1.0142,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":2952,"total_inten_ch_2":30883,"total_inten_ch_3":1901,"total_inten_ch_4":5870,"var_inten_ch_1":14.38184,"var_inten_ch_3":20.14475,"var_inten_ch_4":46.31482,"width_ch_1":13.30918}
{"case":"Test","class":"PS","angle_ch_1":66.8911,"area_ch_1":156,"avg_inten_ch_1":136.39597,"avg_inten_ch_2":353.75168,"avg_inten_ch_3":200.06711,"avg_inten_ch_4":216.71141,"convex_hull_area_ratio_ch_1":1.07246,"convex_hull_perim_ratio_ch_1":0.95208,"diff_inten_density_ch_1":77.74627,"diff_inten_density_ch_3":123.99254,"diff_inten_density_ch_4":109.54478,"entropy_inten_ch_1":6.64528,"entropy_inten_ch_3":6.08067,"entropy_inten_ch_4":5.58674,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.48229,"eq_ellipse_oblate_vol_ch_1":181.12066,"eq_ellipse_prolate_vol_ch_1":122.18951,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.42833,"fiber_align_2_ch_4":1.50753,"fiber_length_ch_1":17.07188,"fiber_width_ch_1":9.5321,"inten_cooc_asm_ch_3":0.02626,"inten_cooc_asm_ch_4":0.07291,"inten_cooc_contrast_ch_3":9.03832,"inten_cooc_contrast_ch_4":3.00123,"inten_cooc_entropy_ch_3":6.3961,"inten_cooc_entropy_ch_4":5.44412,"inten_cooc_max_ch_3":0.14706,"inten_cooc_max_ch_4":0.25758,"kurt_inten_ch_1":-0.19938,"kurt_inten_ch_3":-0.25084,"kurt_inten_ch_4":-0.93913,"length_ch_1":19.0848,"neighbor_avg_dist_ch_1":198.27019,"neighbor_min_dist_ch_1":21.37777,"neighbor_var_dist_ch_1":87.5627,"perim_ch_1":53.20796,"shape_bfr_ch_1":0.59143,"shape_lwr_ch_1":1.37929,"shape_p_2_a_ch_1":1.38443,"skew_inten_ch_1":0.27049,"skew_inten_ch_3":0.53832,"skew_inten_ch_4":0.56377,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":20323,"total_inten_ch_2":52561,"total_inten_ch_3":29810,"total_inten_ch_4":32290,"var_inten_ch_1":66.64952,"var_inten_ch_3":162.40337,"var_inten_ch_4":212.8662,"width_ch_1":13.83667}
{"case":"Train","class":"PS","angle_ch_1":23.73091,"area_ch_1":269,"avg_inten_ch_1":55.40856,"avg_inten_ch_2":347.41245,"avg_inten_ch_3":12.48638,"avg_inten_ch_4":162.23346,"convex_hull_area_ratio_ch_1":1.03059,"convex_hull_perim_ratio_ch_1":0.97875,"diff_inten_density_ch_1":48.66667,"diff_inten_density_ch_3":13.52083,"diff_inten_density_ch_4":95.70417,"entropy_inten_ch_1":6.20429,"entropy_inten_ch_3":3.29169,"entropy_inten_ch_4":6.05983,"eq_circ_diam_ch_1":18.51999,"eq_ellipse_lwr_ch_1":1.09915,"eq_ellipse_oblate_vol_ch_1":353.30463,"eq_ellipse_prolate_vol_ch_1":321.43499,"eq_sphere_area_ch_1":1077.53515,"eq_sphere_vol_ch_1":3325.99032,"fiber_align_2_ch_3":1.72761,"fiber_align_2_ch_4":1.5674,"fiber_length_ch_1":16.05536,"fiber_width_ch_1":16.05536,"inten_cooc_asm_ch_3":0.30047,"inten_cooc_asm_ch_4":0.06267,"inten_cooc_contrast_ch_3":3.13125,"inten_cooc_contrast_ch_4":4.39375,"inten_cooc_entropy_ch_3":3.63107,"inten_cooc_entropy_ch_4":5.75718,"inten_cooc_max_ch_3":0.54583,"inten_cooc_max_ch_4":0.24583,"kurt_inten_ch_1":-0.1776,"kurt_inten_ch_3":5.38666,"kurt_inten_ch_4":-0.09841,"length_ch_1":21.28942,"neighbor_avg_dist_ch_1":251.71748,"neighbor_min_dist_ch_1":44.90779,"neighbor_var_dist_ch_1":88.8821,"perim_ch_1":64.22144,"shape_bfr_ch_1":0.65556,"shape_lwr_ch_1":1.10298,"shape_p_2_a_ch_1":1.1974,"skew_inten_ch_1":-0.03548,"skew_inten_ch_3":2.14318,"skew_inten_ch_4":0.93218,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":14240,"total_inten_ch_2":89029,"total_inten_ch_3":3209,"total_inten_ch_4":41694,"var_inten_ch_1":23.75049,"var_inten_ch_3":20.48367,"var_inten_ch_4":167.42671,"width_ch_1":19.30174}
{"case":"Test","class":"WS","angle_ch_1":126.8512,"area_ch_1":251,"avg_inten_ch_1":49.875,"avg_inten_ch_2":169.78333,"avg_inten_ch_3":80.675,"avg_inten_ch_4":58.80417,"convex_hull_area_ratio_ch_1":1.21158,"convex_hull_perim_ratio_ch_1":0.91474,"diff_inten_density_ch_1":60.29062,"diff_inten_density_ch_3":50.77117,"diff_inten_density_ch_4":47.99314,"entropy_inten_ch_1":6.45986,"entropy_inten_ch_3":3.76343,"entropy_inten_ch_4":5.81616,"eq_circ_diam_ch_1":17.89698,"eq_ellipse_lwr_ch_1":1.68006,"eq_ellipse_oblate_vol_ch_1":394.18563,"eq_ellipse_prolate_vol_ch_1":234.62595,"eq_sphere_area_ch_1":1006.2585,"eq_sphere_vol_ch_1":3001.49869,"fiber_align_2_ch_3":1.20766,"fiber_align_2_ch_4":1.63634,"fiber_length_ch_1":28.52009,"fiber_width_ch_1":9.20651,"inten_cooc_asm_ch_3":0.3085,"inten_cooc_asm_ch_4":0.03498,"inten_cooc_contrast_ch_3":0.81738,"inten_cooc_contrast_ch_4":8.84912,"inten_cooc_entropy_ch_3":3.30234,"inten_cooc_entropy_ch_4":6.38886,"inten_cooc_max_ch_3":0.55204,"inten_cooc_max_ch_4":0.17195,"kurt_inten_ch_1":0.86503,"kurt_inten_ch_3":3.0747,"kurt_inten_ch_4":-0.6844,"length_ch_1":25.18478,"neighbor_avg_dist_ch_1":184.57617,"neighbor_min_dist_ch_1":28.95771,"neighbor_var_dist_ch_1":81.71409,"perim_ch_1":75.45321,"shape_bfr_ch_1":0.55426,"shape_lwr_ch_1":1.39746,"shape_p_2_a_ch_1":1.72543,"skew_inten_ch_1":0.94892,"skew_inten_ch_3":1.91895,"skew_inten_ch_4":0.58855,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11970,"total_inten_ch_2":40509,"total_inten_ch_3":19362,"total_inten_ch_4":14113,"var_inten_ch_1":35.38751,"var_inten_ch_3":139.38518,"var_inten_ch_4":54.00154,"width_ch_1":18.02179}
{"case":"Test","class":"WS","angle_ch_1":65.37918,"area_ch_1":363,"avg_inten_ch_1":235.86167,"avg_inten_ch_2":331.04323,"avg_inten_ch_3":216.83573,"avg_inten_ch_4":86.14986,"convex_hull_area_ratio_ch_1":1.05153,"convex_hull_perim_ratio_ch_1":0.95782,"diff_inten_density_ch_1":118.66154,"diff_inten_density_ch_3":178.97231,"diff_inten_density_ch_4":78.63077,"entropy_inten_ch_1":7.69364,"entropy_inten_ch_3":5.86513,"entropy_inten_ch_4":5.91838,"eq_circ_diam_ch_1":21.51984,"eq_ellipse_lwr_ch_1":1.24544,"eq_ellipse_oblate_vol_ch_1":590.03414,"eq_ellipse_prolate_vol_ch_1":473.75563,"eq_sphere_area_ch_1":1454.88209,"eq_sphere_vol_ch_1":5218.13737,"fiber_align_2_ch_3":1.18918,"fiber_align_2_ch_4":1.68223,"fiber_length_ch_1":18.92541,"fiber_width_ch_1":18.92541,"inten_cooc_asm_ch_3":0.09449,"inten_cooc_asm_ch_4":0.06624,"inten_cooc_contrast_ch_3":4.93647,"inten_cooc_contrast_ch_4":6.43943,"inten_cooc_entropy_ch_3":5.51407,"inten_cooc_entropy_ch_4":5.99422,"inten_cooc_max_ch_3":0.30061,"inten_cooc_max_ch_4":0.25153,"kurt_inten_ch_1":-0.56265,"kurt_inten_ch_3":-0.19219,"kurt_inten_ch_4":2.17888,"length_ch_1":25.67209,"neighbor_avg_dist_ch_1":279.02796,"neighbor_min_dist_ch_1":42.21275,"neighbor_var_dist_ch_1":133.49598,"perim_ch_1":75.70163,"shape_bfr_ch_1":0.66668,"shape_lwr_ch_1":1.20802,"shape_p_2_a_ch_1":1.2119,"skew_inten_ch_1":0.1647,"skew_inten_ch_3":1.03662,"skew_inten_ch_4":1.56329,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":81844,"total_inten_ch_2":114526,"total_inten_ch_3":75242,"total_inten_ch_4":29894,"var_inten_ch_1":113.94444,"var_inten_ch_3":259.15223,"var_inten_ch_4":109.68015,"width_ch_1":21.25144}
{"case":"Train","class":"PS","angle_ch_1":168.0647,"area_ch_1":448,"avg_inten_ch_1":49.41822,"avg_inten_ch_2":6.71495,"avg_inten_ch_3":73.68925,"avg_inten_ch_4":3.3785,"convex_hull_area_ratio_ch_1":1.58211,"convex_hull_perim_ratio_ch_1":0.72599,"diff_inten_density_ch_1":66.90257,"diff_inten_density_ch_3":106.97023,"diff_inten_density_ch_4":7.53045,"entropy_inten_ch_1":6.41714,"entropy_inten_ch_3":5.61921,"entropy_inten_ch_4":3.20528,"eq_circ_diam_ch_1":23.8999,"eq_ellipse_lwr_ch_1":4.73798,"eq_ellipse_oblate_vol_ch_1":1576.46366,"eq_ellipse_prolate_vol_ch_1":332.72884,"eq_sphere_area_ch_1":1794.49433,"eq_sphere_vol_ch_1":7148.03959,"fiber_align_2_ch_3":1.01566,"fiber_align_2_ch_4":2,"fiber_length_ch_1":89.71204,"fiber_width_ch_1":5.35414,"inten_cooc_asm_ch_3":0.04924,"inten_cooc_asm_ch_4":0.04787,"inten_cooc_contrast_ch_3":12.42076,"inten_cooc_contrast_ch_4":10.56556,"inten_cooc_entropy_ch_3":6.3522,"inten_cooc_entropy_ch_4":5.44709,"inten_cooc_max_ch_3":0.21615,"inten_cooc_max_ch_4":0.17708,"kurt_inten_ch_1":49.41289,"kurt_inten_ch_3":48.16962,"kurt_inten_ch_4":5.36768,"length_ch_1":61.21623,"neighbor_avg_dist_ch_1":236.18325,"neighbor_min_dist_ch_1":68.4346,"neighbor_var_dist_ch_1":99.67091,"perim_ch_1":190.13236,"shape_bfr_ch_1":0.41451,"shape_lwr_ch_1":3.46248,"shape_p_2_a_ch_1":5.98906,"skew_inten_ch_1":6.36441,"skew_inten_ch_3":6.37031,"skew_inten_ch_4":2.1262,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":15,"total_inten_ch_1":21151,"total_inten_ch_2":2447,"total_inten_ch_3":31539,"total_inten_ch_4":1446,"var_inten_ch_1":80.73295,"var_inten_ch_3":195.80443,"var_inten_ch_4":4.7603,"width_ch_1":17.67988}
{"case":"Train","class":"WS","angle_ch_1":137.89086,"area_ch_1":187,"avg_inten_ch_1":315.11732,"avg_inten_ch_2":469.59218,"avg_inten_ch_3":199.7095,"avg_inten_ch_4":636.43017,"convex_hull_area_ratio_ch_1":1.02941,"convex_hull_perim_ratio_ch_1":0.9718,"diff_inten_density_ch_1":118.78593,"diff_inten_density_ch_3":130.06422,"diff_inten_density_ch_4":220.69419,"entropy_inten_ch_1":7.10793,"entropy_inten_ch_3":6.92368,"entropy_inten_ch_4":6.99463,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":1.22657,"eq_ellipse_oblate_vol_ch_1":216.94367,"eq_ellipse_prolate_vol_ch_1":176.87043,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.04034,"fiber_align_2_ch_4":1.53011,"fiber_length_ch_1":13.47011,"fiber_width_ch_1":13.47011,"inten_cooc_asm_ch_3":0.00892,"inten_cooc_asm_ch_4":0.00852,"inten_cooc_contrast_ch_3":10.44508,"inten_cooc_contrast_ch_4":19.57109,"inten_cooc_entropy_ch_3":7.08035,"inten_cooc_entropy_ch_4":7.21361,"inten_cooc_max_ch_3":0.03659,"inten_cooc_max_ch_4":0.04878,"kurt_inten_ch_1":-0.53311,"kurt_inten_ch_3":8.02962,"kurt_inten_ch_4":1.12612,"length_ch_1":18.33111,"neighbor_avg_dist_ch_1":200.08453,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":79.16532,"perim_ch_1":53.88045,"shape_bfr_ch_1":0.6661,"shape_lwr_ch_1":1.19297,"shape_p_2_a_ch_1":1.17861,"skew_inten_ch_1":-0.38162,"skew_inten_ch_3":2.73549,"skew_inten_ch_4":-1.00444,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":56406,"total_inten_ch_2":83879,"total_inten_ch_3":35748,"total_inten_ch_4":113921,"var_inten_ch_1":129.25935,"var_inten_ch_3":220.29413,"var_inten_ch_4":248.9962,"width_ch_1":15.366}
{"case":"Train","class":"WS","angle_ch_1":86.58246,"area_ch_1":275,"avg_inten_ch_1":99.59696,"avg_inten_ch_2":300.53232,"avg_inten_ch_3":166.39163,"avg_inten_ch_4":435.93916,"convex_hull_area_ratio_ch_1":1.01484,"convex_hull_perim_ratio_ch_1":0.98319,"diff_inten_density_ch_1":61.37882,"diff_inten_density_ch_3":129.51324,"diff_inten_density_ch_4":259.95723,"entropy_inten_ch_1":6.8799,"entropy_inten_ch_3":6.76838,"entropy_inten_ch_4":7.39646,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.09363,"eq_ellipse_oblate_vol_ch_1":364.82907,"eq_ellipse_prolate_vol_ch_1":333.59606,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1.30654,"fiber_align_2_ch_4":1.02912,"fiber_length_ch_1":15.96753,"fiber_width_ch_1":15.96753,"inten_cooc_asm_ch_3":0.02587,"inten_cooc_asm_ch_4":0.00753,"inten_cooc_contrast_ch_3":9.49451,"inten_cooc_contrast_ch_4":15.94041,"inten_cooc_entropy_ch_3":6.62105,"inten_cooc_entropy_ch_4":7.36317,"inten_cooc_max_ch_3":0.13821,"inten_cooc_max_ch_4":0.03265,"kurt_inten_ch_1":0.00813,"kurt_inten_ch_3":-0.12036,"kurt_inten_ch_4":-0.65372,"length_ch_1":19.00611,"neighbor_avg_dist_ch_1":252.71964,"neighbor_min_dist_ch_1":47.09524,"neighbor_var_dist_ch_1":102.00799,"perim_ch_1":63.87013,"shape_bfr_ch_1":0.81202,"shape_lwr_ch_1":1.06405,"shape_p_2_a_ch_1":1.14917,"skew_inten_ch_1":0.24389,"skew_inten_ch_3":0.75813,"skew_inten_ch_4":-0.11946,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":26194,"total_inten_ch_2":78778,"total_inten_ch_3":43761,"total_inten_ch_4":114652,"var_inten_ch_1":44.04316,"var_inten_ch_3":145.70344,"var_inten_ch_4":252.44133,"width_ch_1":17.86206}
{"case":"Train","class":"WS","angle_ch_1":36.11603,"area_ch_1":361,"avg_inten_ch_1":185.15942,"avg_inten_ch_2":184.05797,"avg_inten_ch_3":38.09565,"avg_inten_ch_4":142.03768,"convex_hull_area_ratio_ch_1":1.21103,"convex_hull_perim_ratio_ch_1":0.95285,"diff_inten_density_ch_1":75.04114,"diff_inten_density_ch_3":24.26899,"diff_inten_density_ch_4":66.52532,"entropy_inten_ch_1":7.65768,"entropy_inten_ch_3":6.14643,"entropy_inten_ch_4":7.363,"eq_circ_diam_ch_1":21.45773,"eq_ellipse_lwr_ch_1":2.84146,"eq_ellipse_oblate_vol_ch_1":883.52957,"eq_ellipse_prolate_vol_ch_1":310.94194,"eq_sphere_area_ch_1":1446.4966,"eq_sphere_vol_ch_1":5173.08886,"fiber_align_2_ch_3":1.1862,"fiber_align_2_ch_4":1.75803,"fiber_length_ch_1":39.19012,"fiber_width_ch_1":9.69549,"inten_cooc_asm_ch_3":0.00922,"inten_cooc_asm_ch_4":0.00789,"inten_cooc_contrast_ch_3":10.68905,"inten_cooc_contrast_ch_4":11.56569,"inten_cooc_entropy_ch_3":7.2506,"inten_cooc_entropy_ch_4":7.34209,"inten_cooc_max_ch_3":0.05112,"inten_cooc_max_ch_4":0.03135,"kurt_inten_ch_1":-0.88672,"kurt_inten_ch_3":-0.70995,"kurt_inten_ch_4":0.09735,"length_ch_1":39.74192,"neighbor_avg_dist_ch_1":300.70685,"neighbor_min_dist_ch_1":33.80122,"neighbor_var_dist_ch_1":134.68784,"perim_ch_1":97.77122,"shape_bfr_ch_1":0.55617,"shape_lwr_ch_1":2.42911,"shape_p_2_a_ch_1":2.002,"skew_inten_ch_1":-0.0684,"skew_inten_ch_3":0.19165,"skew_inten_ch_4":0.37596,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":3,"total_inten_ch_1":63880,"total_inten_ch_2":63156,"total_inten_ch_3":13143,"total_inten_ch_4":49003,"var_inten_ch_1":94.27011,"var_inten_ch_3":24.48424,"var_inten_ch_4":71.68851,"width_ch_1":16.36067}
{"case":"Train","class":"PS","angle_ch_1":81.28965,"area_ch_1":159,"avg_inten_ch_1":31.38816,"avg_inten_ch_2":65.17105,"avg_inten_ch_3":52.09211,"avg_inten_ch_4":125.96711,"convex_hull_area_ratio_ch_1":1.18473,"convex_hull_perim_ratio_ch_1":0.88909,"diff_inten_density_ch_1":41.30534,"diff_inten_density_ch_3":50.19084,"diff_inten_density_ch_4":88.16031,"entropy_inten_ch_1":5.74949,"entropy_inten_ch_3":5.6527,"entropy_inten_ch_4":5.91427,"eq_circ_diam_ch_1":14.24282,"eq_ellipse_lwr_ch_1":2.07125,"eq_ellipse_oblate_vol_ch_1":220.59872,"eq_ellipse_prolate_vol_ch_1":106.50522,"eq_sphere_area_ch_1":637.29705,"eq_sphere_vol_ch_1":1512.81798,"fiber_align_2_ch_3":1.67317,"fiber_align_2_ch_4":1.70727,"fiber_length_ch_1":28.93536,"fiber_width_ch_1":5.93186,"inten_cooc_asm_ch_3":0.02419,"inten_cooc_asm_ch_4":0.02408,"inten_cooc_contrast_ch_3":9.88119,"inten_cooc_contrast_ch_4":13.40231,"inten_cooc_entropy_ch_3":6.49565,"inten_cooc_entropy_ch_4":6.49998,"inten_cooc_max_ch_3":0.14706,"inten_cooc_max_ch_4":0.15441,"kurt_inten_ch_1":-0.43633,"kurt_inten_ch_3":-0.42446,"kurt_inten_ch_4":-1.2597,"length_ch_1":24.75317,"neighbor_avg_dist_ch_1":205.46327,"neighbor_min_dist_ch_1":19.4793,"neighbor_var_dist_ch_1":67.14596,"perim_ch_1":69.73443,"shape_bfr_ch_1":0.49821,"shape_lwr_ch_1":1.91599,"shape_p_2_a_ch_1":2.25456,"skew_inten_ch_1":0.53348,"skew_inten_ch_3":0.88711,"skew_inten_ch_4":-0.06974,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":4771,"total_inten_ch_2":9755,"total_inten_ch_3":7918,"total_inten_ch_4":19147,"var_inten_ch_1":20.34442,"var_inten_ch_3":54.29783,"var_inten_ch_4":91.04029,"width_ch_1":12.91924}
{"case":"Test","class":"WS","angle_ch_1":105.76395,"area_ch_1":236,"avg_inten_ch_1":303.9469,"avg_inten_ch_2":179.62389,"avg_inten_ch_3":450.23451,"avg_inten_ch_4":231.63274,"convex_hull_area_ratio_ch_1":1.12051,"convex_hull_perim_ratio_ch_1":0.89579,"diff_inten_density_ch_1":158.39364,"diff_inten_density_ch_3":296.69682,"diff_inten_density_ch_4":166.22249,"entropy_inten_ch_1":7.40859,"entropy_inten_ch_3":4.97878,"entropy_inten_ch_4":6.36272,"eq_circ_diam_ch_1":17.36715,"eq_ellipse_lwr_ch_1":1.7049,"eq_ellipse_oblate_vol_ch_1":362.8553,"eq_ellipse_prolate_vol_ch_1":212.83103,"eq_sphere_area_ch_1":947.56009,"eq_sphere_vol_ch_1":2742.73567,"fiber_align_2_ch_3":1.16614,"fiber_align_2_ch_4":1.40698,"fiber_length_ch_1":28.21747,"fiber_width_ch_1":8.7852,"inten_cooc_asm_ch_3":0.16058,"inten_cooc_asm_ch_4":0.03478,"inten_cooc_contrast_ch_3":2.00922,"inten_cooc_contrast_ch_4":7.99467,"inten_cooc_entropy_ch_3":4.56123,"inten_cooc_entropy_ch_4":6.37102,"inten_cooc_max_ch_3":0.4,"inten_cooc_max_ch_4":0.16746,"kurt_inten_ch_1":1.63966,"kurt_inten_ch_3":0.61941,"kurt_inten_ch_4":-0.18135,"length_ch_1":25.59428,"neighbor_avg_dist_ch_1":215.92871,"neighbor_min_dist_ch_1":17.5248,"neighbor_var_dist_ch_1":109.22995,"perim_ch_1":74.00533,"shape_bfr_ch_1":0.55838,"shape_lwr_ch_1":1.54409,"shape_p_2_a_ch_1":1.7581,"skew_inten_ch_1":1.03995,"skew_inten_ch_3":1.26929,"skew_inten_ch_4":0.72059,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":68692,"total_inten_ch_2":40370,"total_inten_ch_3":101753,"total_inten_ch_4":52349,"var_inten_ch_1":157.76096,"var_inten_ch_3":595.87613,"var_inten_ch_4":209.49609,"width_ch_1":16.57568}
{"case":"Test","class":"WS","angle_ch_1":144.83897,"area_ch_1":197,"avg_inten_ch_1":478.69149,"avg_inten_ch_2":317.86702,"avg_inten_ch_3":19.11702,"avg_inten_ch_4":16.82447,"convex_hull_area_ratio_ch_1":1.02273,"convex_hull_perim_ratio_ch_1":0.9773,"diff_inten_density_ch_1":169.72886,"diff_inten_density_ch_3":26.25364,"diff_inten_density_ch_4":18.81341,"entropy_inten_ch_1":7.29786,"entropy_inten_ch_3":2.96149,"entropy_inten_ch_4":3.73823,"eq_circ_diam_ch_1":15.83993,"eq_ellipse_lwr_ch_1":1.43662,"eq_ellipse_oblate_vol_ch_1":252.71399,"eq_ellipse_prolate_vol_ch_1":175.90872,"eq_sphere_area_ch_1":788.23583,"eq_sphere_vol_ch_1":2080.93287,"fiber_align_2_ch_3":1.87199,"fiber_align_2_ch_4":1.85471,"fiber_length_ch_1":13.89419,"fiber_width_ch_1":13.89419,"inten_cooc_asm_ch_3":0.3385,"inten_cooc_asm_ch_4":0.23446,"inten_cooc_contrast_ch_3":2.55795,"inten_cooc_contrast_ch_4":4.32876,"inten_cooc_entropy_ch_3":3.27047,"inten_cooc_entropy_ch_4":4.06164,"inten_cooc_max_ch_3":0.5814,"inten_cooc_max_ch_4":0.47953,"kurt_inten_ch_1":-0.86415,"kurt_inten_ch_3":7.02184,"kurt_inten_ch_4":-0.01467,"length_ch_1":19.63008,"neighbor_avg_dist_ch_1":188.20472,"neighbor_min_dist_ch_1":30.68014,"neighbor_var_dist_ch_1":92.23011,"perim_ch_1":55.57675,"shape_bfr_ch_1":0.70839,"shape_lwr_ch_1":1.38522,"shape_p_2_a_ch_1":1.18432,"skew_inten_ch_1":0.00834,"skew_inten_ch_3":2.67443,"skew_inten_ch_4":1.09531,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":89994,"total_inten_ch_2":59572,"total_inten_ch_3":3594,"total_inten_ch_4":3163,"var_inten_ch_1":235.47182,"var_inten_ch_3":39.93155,"var_inten_ch_4":22.32845,"width_ch_1":14.17114}
{"case":"Test","class":"PS","angle_ch_1":103.98222,"area_ch_1":401,"avg_inten_ch_1":43.44125,"avg_inten_ch_2":114.21932,"avg_inten_ch_3":39.21149,"avg_inten_ch_4":15,"convex_hull_area_ratio_ch_1":1.27341,"convex_hull_perim_ratio_ch_1":0.88018,"diff_inten_density_ch_1":49.31294,"diff_inten_density_ch_3":38.8862,"diff_inten_density_ch_4":16.54765,"entropy_inten_ch_1":6.38214,"entropy_inten_ch_3":3.51512,"entropy_inten_ch_4":2.94028,"eq_circ_diam_ch_1":22.6086,"eq_ellipse_lwr_ch_1":2.53681,"eq_ellipse_oblate_vol_ch_1":976.48044,"eq_ellipse_prolate_vol_ch_1":384.92478,"eq_sphere_area_ch_1":1605.82086,"eq_sphere_vol_ch_1":6050.89277,"fiber_align_2_ch_3":1.46559,"fiber_align_2_ch_4":1.47387,"fiber_length_ch_1":46.28422,"fiber_width_ch_1":9.00773,"inten_cooc_asm_ch_3":0.30135,"inten_cooc_asm_ch_4":0.38952,"inten_cooc_contrast_ch_3":1.74012,"inten_cooc_contrast_ch_4":1.63576,"inten_cooc_entropy_ch_3":3.47814,"inten_cooc_entropy_ch_4":2.98703,"inten_cooc_max_ch_3":0.55102,"inten_cooc_max_ch_4":0.62974,"kurt_inten_ch_1":3.57267,"kurt_inten_ch_3":7.70819,"kurt_inten_ch_4":2.39015,"length_ch_1":40.9679,"neighbor_avg_dist_ch_1":236.69904,"neighbor_min_dist_ch_1":27.47169,"neighbor_var_dist_ch_1":120.46915,"perim_ch_1":110.58391,"shape_bfr_ch_1":0.4997,"shape_lwr_ch_1":2.08911,"shape_p_2_a_ch_1":2.33412,"skew_inten_ch_1":1.56636,"skew_inten_ch_3":2.72858,"skew_inten_ch_4":1.75686,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":14,"total_inten_ch_1":16638,"total_inten_ch_2":43364,"total_inten_ch_3":15018,"total_inten_ch_4":5745,"var_inten_ch_1":36.89999,"var_inten_ch_3":82.57965,"var_inten_ch_4":26.53506,"width_ch_1":19.61018}
{"case":"Train","class":"PS","angle_ch_1":111.26059,"area_ch_1":221,"avg_inten_ch_1":17.18483,"avg_inten_ch_2":5.05213,"avg_inten_ch_3":11.30332,"avg_inten_ch_4":2.32227,"convex_hull_area_ratio_ch_1":1.15636,"convex_hull_perim_ratio_ch_1":0.90133,"diff_inten_density_ch_1":28.73228,"diff_inten_density_ch_3":18.07087,"diff_inten_density_ch_4":6.51706,"entropy_inten_ch_1":5.02043,"entropy_inten_ch_3":3.5048,"entropy_inten_ch_4":2.81349,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":1.54428,"eq_ellipse_oblate_vol_ch_1":311.53565,"eq_ellipse_prolate_vol_ch_1":201.73568,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.70423,"fiber_align_2_ch_4":1,"fiber_length_ch_1":24.71895,"fiber_width_ch_1":9.42432,"inten_cooc_asm_ch_3":0.15615,"inten_cooc_asm_ch_4":0.0392,"inten_cooc_contrast_ch_3":6.41911,"inten_cooc_contrast_ch_4":11.79857,"inten_cooc_entropy_ch_3":4.66805,"inten_cooc_entropy_ch_4":5.36601,"inten_cooc_max_ch_3":0.39583,"inten_cooc_max_ch_4":0.14062,"kurt_inten_ch_1":0.36297,"kurt_inten_ch_3":19.1799,"kurt_inten_ch_4":1.90286,"length_ch_1":22.00051,"neighbor_avg_dist_ch_1":245.13293,"neighbor_min_dist_ch_1":47.09524,"neighbor_var_dist_ch_1":82.4472,"perim_ch_1":68.28654,"shape_bfr_ch_1":0.57637,"shape_lwr_ch_1":1.26139,"shape_p_2_a_ch_1":1.59286,"skew_inten_ch_1":0.83298,"skew_inten_ch_3":3.85943,"skew_inten_ch_4":1.32687,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":3626,"total_inten_ch_2":856,"total_inten_ch_3":2385,"total_inten_ch_4":490,"var_inten_ch_1":14.76351,"var_inten_ch_3":23.87711,"var_inten_ch_4":2.64314,"width_ch_1":17.4415}
{"case":"Test","class":"PS","angle_ch_1":73.42787,"area_ch_1":199,"avg_inten_ch_1":48.63158,"avg_inten_ch_2":2.48947,"avg_inten_ch_3":122.82632,"avg_inten_ch_4":74.05263,"convex_hull_area_ratio_ch_1":1.5103,"convex_hull_perim_ratio_ch_1":0.80304,"diff_inten_density_ch_1":64.03681,"diff_inten_density_ch_3":125.38037,"diff_inten_density_ch_4":52.56442,"entropy_inten_ch_1":6.27895,"entropy_inten_ch_3":6.76485,"entropy_inten_ch_4":4.21624,"eq_circ_diam_ch_1":15.92396,"eq_ellipse_lwr_ch_1":1.79316,"eq_ellipse_oblate_vol_ch_1":286.85411,"eq_ellipse_prolate_vol_ch_1":159.97158,"eq_sphere_area_ch_1":796.62132,"eq_sphere_vol_ch_1":2114.2274,"fiber_align_2_ch_3":1.80763,"fiber_align_2_ch_4":1.39857,"fiber_length_ch_1":38.89602,"fiber_width_ch_1":5.55811,"inten_cooc_asm_ch_3":0.00879,"inten_cooc_asm_ch_4":0.18385,"inten_cooc_contrast_ch_3":16.87598,"inten_cooc_contrast_ch_4":2.87007,"inten_cooc_entropy_ch_3":7.1708,"inten_cooc_entropy_ch_4":4.31756,"inten_cooc_max_ch_3":0.03659,"inten_cooc_max_ch_4":0.42073,"kurt_inten_ch_1":3.50808,"kurt_inten_ch_3":4.49515,"kurt_inten_ch_4":0.49492,"length_ch_1":28.14145,"neighbor_avg_dist_ch_1":292.69384,"neighbor_min_dist_ch_1":25.67701,"neighbor_var_dist_ch_1":127.50608,"perim_ch_1":88.90825,"shape_bfr_ch_1":0.38562,"shape_lwr_ch_1":1.5334,"shape_p_2_a_ch_1":2.90964,"skew_inten_ch_1":1.66836,"skew_inten_ch_3":1.87896,"skew_inten_ch_4":1.42658,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":9240,"total_inten_ch_2":284,"total_inten_ch_3":23337,"total_inten_ch_4":14070,"var_inten_ch_1":43.14115,"var_inten_ch_3":116.84423,"var_inten_ch_4":116.75353,"width_ch_1":18.35234}
{"case":"Test","class":"PS","angle_ch_1":99.87621,"area_ch_1":180,"avg_inten_ch_1":42.90116,"avg_inten_ch_2":156.31395,"avg_inten_ch_3":75.31977,"avg_inten_ch_4":116.27907,"convex_hull_area_ratio_ch_1":1.08738,"convex_hull_perim_ratio_ch_1":0.95555,"diff_inten_density_ch_1":49.83117,"diff_inten_density_ch_3":69.34416,"diff_inten_density_ch_4":88.76623,"entropy_inten_ch_1":5.86233,"entropy_inten_ch_3":5.49269,"entropy_inten_ch_4":6.74561,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":2.81066,"eq_ellipse_oblate_vol_ch_1":309.32722,"eq_ellipse_prolate_vol_ch_1":110.05513,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.53132,"fiber_align_2_ch_4":1.89719,"fiber_length_ch_1":23.51149,"fiber_width_ch_1":8.03588,"inten_cooc_asm_ch_3":0.04794,"inten_cooc_asm_ch_4":0.00883,"inten_cooc_contrast_ch_3":6.45541,"inten_cooc_contrast_ch_4":14.32069,"inten_cooc_entropy_ch_3":5.95223,"inten_cooc_entropy_ch_4":7.12467,"inten_cooc_max_ch_3":0.20625,"inten_cooc_max_ch_4":0.03125,"kurt_inten_ch_1":10.37834,"kurt_inten_ch_3":8.30842,"kurt_inten_ch_4":0.15778,"length_ch_1":25.26092,"neighbor_avg_dist_ch_1":216.47124,"neighbor_min_dist_ch_1":38.55292,"neighbor_var_dist_ch_1":98.40647,"perim_ch_1":63.09474,"shape_bfr_ch_1":0.66963,"shape_lwr_ch_1":2.3701,"shape_p_2_a_ch_1":1.67672,"skew_inten_ch_1":2.93244,"skew_inten_ch_3":2.84621,"skew_inten_ch_4":0.92639,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":7379,"total_inten_ch_2":26715,"total_inten_ch_3":12955,"total_inten_ch_4":20000,"var_inten_ch_1":52.13396,"var_inten_ch_3":127.66698,"var_inten_ch_4":93.38046,"width_ch_1":10.65817}
{"case":"Train","class":"PS","angle_ch_1":12.82862,"area_ch_1":161,"avg_inten_ch_1":114.37662,"avg_inten_ch_2":338.77273,"avg_inten_ch_3":82.01299,"avg_inten_ch_4":232.66234,"convex_hull_area_ratio_ch_1":1.07858,"convex_hull_perim_ratio_ch_1":0.95464,"diff_inten_density_ch_1":61.59636,"diff_inten_density_ch_3":53.30545,"diff_inten_density_ch_4":117.84364,"entropy_inten_ch_1":6.59757,"entropy_inten_ch_3":5.49573,"entropy_inten_ch_4":5.7497,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":2.44597,"eq_ellipse_oblate_vol_ch_1":244.47134,"eq_ellipse_prolate_vol_ch_1":99.94874,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.17542,"fiber_align_2_ch_4":1.17565,"fiber_length_ch_1":19.95213,"fiber_width_ch_1":8.52381,"inten_cooc_asm_ch_3":0.04667,"inten_cooc_asm_ch_4":0.05685,"inten_cooc_contrast_ch_3":3.87536,"inten_cooc_contrast_ch_4":3.36773,"inten_cooc_entropy_ch_3":5.843,"inten_cooc_entropy_ch_4":5.66263,"inten_cooc_max_ch_3":0.19718,"inten_cooc_max_ch_4":0.23944,"kurt_inten_ch_1":-0.85795,"kurt_inten_ch_3":-0.45934,"kurt_inten_ch_4":-0.61958,"length_ch_1":22.32726,"neighbor_avg_dist_ch_1":284.04912,"neighbor_min_dist_ch_1":26.32206,"neighbor_var_dist_ch_1":126.52388,"perim_ch_1":56.95188,"shape_bfr_ch_1":0.68684,"shape_lwr_ch_1":2.12112,"shape_p_2_a_ch_1":1.51768,"skew_inten_ch_1":-0.17459,"skew_inten_ch_3":0.81892,"skew_inten_ch_4":0.68791,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17614,"total_inten_ch_2":52018,"total_inten_ch_3":12630,"total_inten_ch_4":35830,"var_inten_ch_1":54.03583,"var_inten_ch_3":85.5611,"var_inten_ch_4":225.13578,"width_ch_1":10.52615}
{"case":"Test","class":"PS","angle_ch_1":129.29644,"area_ch_1":361,"avg_inten_ch_1":340.74203,"avg_inten_ch_2":518.77101,"avg_inten_ch_3":246.25507,"avg_inten_ch_4":292.3942,"convex_hull_area_ratio_ch_1":1.21309,"convex_hull_perim_ratio_ch_1":0.88982,"diff_inten_density_ch_1":129.44654,"diff_inten_density_ch_3":174.48428,"diff_inten_density_ch_4":162.7327,"entropy_inten_ch_1":7.79947,"entropy_inten_ch_3":7.33521,"entropy_inten_ch_4":7.63938,"eq_circ_diam_ch_1":21.45773,"eq_ellipse_lwr_ch_1":2.37547,"eq_ellipse_oblate_vol_ch_1":807.83896,"eq_ellipse_prolate_vol_ch_1":340.07569,"eq_sphere_area_ch_1":1446.4966,"eq_sphere_vol_ch_1":5173.08886,"fiber_align_2_ch_3":1.45863,"fiber_align_2_ch_4":1.318,"fiber_length_ch_1":36.6112,"fiber_width_ch_1":10.27824,"inten_cooc_asm_ch_3":0.01716,"inten_cooc_asm_ch_4":0.00828,"inten_cooc_contrast_ch_3":9.23695,"inten_cooc_contrast_ch_4":9.99612,"inten_cooc_entropy_ch_3":6.97937,"inten_cooc_entropy_ch_4":7.2755,"inten_cooc_max_ch_3":0.10443,"inten_cooc_max_ch_4":0.04062,"kurt_inten_ch_1":-0.26529,"kurt_inten_ch_3":-0.10501,"kurt_inten_ch_4":-0.65951,"length_ch_1":31.76684,"neighbor_avg_dist_ch_1":197.3655,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":90.53434,"perim_ch_1":93.77888,"shape_bfr_ch_1":0.70225,"shape_lwr_ch_1":1.95967,"shape_p_2_a_ch_1":1.85979,"skew_inten_ch_1":-0.57108,"skew_inten_ch_3":0.71457,"skew_inten_ch_4":0.32995,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":117556,"total_inten_ch_2":178632,"total_inten_ch_3":84958,"total_inten_ch_4":100876,"var_inten_ch_1":137.23147,"var_inten_ch_3":204.98422,"var_inten_ch_4":195.90476,"width_ch_1":16.21031}
{"case":"Train","class":"PS","angle_ch_1":65.77375,"area_ch_1":465,"avg_inten_ch_1":229.84009,"avg_inten_ch_2":206.5,"avg_inten_ch_3":224.81081,"avg_inten_ch_4":65.41667,"convex_hull_area_ratio_ch_1":1.46237,"convex_hull_perim_ratio_ch_1":0.82803,"diff_inten_density_ch_1":142.05419,"diff_inten_density_ch_3":200.44089,"diff_inten_density_ch_4":43.59852,"entropy_inten_ch_1":8.08323,"entropy_inten_ch_3":5.08707,"entropy_inten_ch_4":5.20833,"eq_circ_diam_ch_1":24.34253,"eq_ellipse_lwr_ch_1":1.64064,"eq_ellipse_oblate_vol_ch_1":980.17425,"eq_ellipse_prolate_vol_ch_1":597.43233,"eq_sphere_area_ch_1":1861.57823,"eq_sphere_vol_ch_1":7552.58725,"fiber_align_2_ch_3":1.18414,"fiber_align_2_ch_4":1.35134,"fiber_length_ch_1":55.74817,"fiber_width_ch_1":8.743,"inten_cooc_asm_ch_3":0.18263,"inten_cooc_asm_ch_4":0.13153,"inten_cooc_contrast_ch_3":2.76224,"inten_cooc_contrast_ch_4":2.75519,"inten_cooc_entropy_ch_3":4.60177,"inten_cooc_entropy_ch_4":5.00225,"inten_cooc_max_ch_3":0.43171,"inten_cooc_max_ch_4":0.3561,"kurt_inten_ch_1":1.21561,"kurt_inten_ch_3":9.52461,"kurt_inten_ch_4":0.3329,"length_ch_1":40.33299,"neighbor_avg_dist_ch_1":268.42801,"neighbor_min_dist_ch_1":16.66641,"neighbor_var_dist_ch_1":129.37098,"perim_ch_1":128.98235,"shape_bfr_ch_1":0.38682,"shape_lwr_ch_1":1.35211,"shape_p_2_a_ch_1":2.71617,"skew_inten_ch_1":1.15056,"skew_inten_ch_3":2.64282,"skew_inten_ch_4":1.14197,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":10,"total_inten_ch_1":102049,"total_inten_ch_2":91243,"total_inten_ch_3":99816,"total_inten_ch_4":29045,"var_inten_ch_1":168.747,"var_inten_ch_3":362.54724,"var_inten_ch_4":82.47489,"width_ch_1":29.82963}
{"case":"Train","class":"WS","angle_ch_1":126.85945,"area_ch_1":184,"avg_inten_ch_1":759.69318,"avg_inten_ch_2":767.50568,"avg_inten_ch_3":185.79545,"avg_inten_ch_4":403.17045,"convex_hull_area_ratio_ch_1":1.02981,"convex_hull_perim_ratio_ch_1":0.98113,"diff_inten_density_ch_1":346.96885,"diff_inten_density_ch_3":76.98131,"diff_inten_density_ch_4":183.95327,"entropy_inten_ch_1":7.32585,"entropy_inten_ch_3":6.379,"entropy_inten_ch_4":6.63952,"eq_circ_diam_ch_1":15.32606,"eq_ellipse_lwr_ch_1":1.42097,"eq_ellipse_oblate_vol_ch_1":227.65822,"eq_ellipse_prolate_vol_ch_1":160.21301,"eq_sphere_area_ch_1":737.9229,"eq_sphere_vol_ch_1":1884.90861,"fiber_align_2_ch_3":1.59212,"fiber_align_2_ch_4":1.58173,"fiber_length_ch_1":13.32018,"fiber_width_ch_1":13.32018,"inten_cooc_asm_ch_3":0.02199,"inten_cooc_asm_ch_4":0.02084,"inten_cooc_contrast_ch_3":9.81502,"inten_cooc_contrast_ch_4":7.4757,"inten_cooc_entropy_ch_3":6.57406,"inten_cooc_entropy_ch_4":6.57162,"inten_cooc_max_ch_3":0.12422,"inten_cooc_max_ch_4":0.11801,"kurt_inten_ch_1":-1.20821,"kurt_inten_ch_3":-1.29453,"kurt_inten_ch_4":-1.43521,"length_ch_1":19.24792,"neighbor_avg_dist_ch_1":224.67889,"neighbor_min_dist_ch_1":24.99438,"neighbor_var_dist_ch_1":104.10994,"perim_ch_1":53.28072,"shape_bfr_ch_1":0.6883,"shape_lwr_ch_1":1.38228,"shape_p_2_a_ch_1":1.16813,"skew_inten_ch_1":0.45099,"skew_inten_ch_3":-0.25591,"skew_inten_ch_4":0.02855,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":133706,"total_inten_ch_2":134906,"total_inten_ch_3":32700,"total_inten_ch_4":70958,"var_inten_ch_1":592.29385,"var_inten_ch_3":128.11777,"var_inten_ch_4":314.70532,"width_ch_1":13.92478}
{"case":"Test","class":"WS","angle_ch_1":121.15852,"area_ch_1":1031,"avg_inten_ch_1":30.82215,"avg_inten_ch_2":52.09756,"avg_inten_ch_3":65.60772,"avg_inten_ch_4":101.88821,"convex_hull_area_ratio_ch_1":1.25682,"convex_hull_perim_ratio_ch_1":0.82405,"diff_inten_density_ch_1":37.68501,"diff_inten_density_ch_3":39.90723,"diff_inten_density_ch_4":55.57389,"entropy_inten_ch_1":6.09628,"entropy_inten_ch_3":6.80276,"entropy_inten_ch_4":6.43704,"eq_circ_diam_ch_1":36.23863,"eq_ellipse_lwr_ch_1":2.60505,"eq_ellipse_oblate_vol_ch_1":4074.95044,"eq_ellipse_prolate_vol_ch_1":1564.24964,"eq_sphere_area_ch_1":4125.65986,"eq_sphere_vol_ch_1":24918.04372,"fiber_align_2_ch_3":1.2332,"fiber_align_2_ch_4":1.3602,"fiber_length_ch_1":80.22433,"fiber_width_ch_1":13.29107,"inten_cooc_asm_ch_3":0.02071,"inten_cooc_asm_ch_4":0.06699,"inten_cooc_contrast_ch_3":5.65685,"inten_cooc_contrast_ch_4":3.25474,"inten_cooc_entropy_ch_3":6.8502,"inten_cooc_entropy_ch_4":5.79271,"inten_cooc_max_ch_3":0.12148,"inten_cooc_max_ch_4":0.24785,"kurt_inten_ch_1":0.09267,"kurt_inten_ch_3":-0.07029,"kurt_inten_ch_4":-0.4408,"length_ch_1":66.88975,"neighbor_avg_dist_ch_1":275.04795,"neighbor_min_dist_ch_1":33.01687,"neighbor_var_dist_ch_1":125.57282,"perim_ch_1":187.03079,"shape_bfr_ch_1":0.51379,"shape_lwr_ch_1":2.22878,"shape_p_2_a_ch_1":2.61064,"skew_inten_ch_1":0.80322,"skew_inten_ch_3":0.87988,"skew_inten_ch_4":0.86043,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":12,"total_inten_ch_1":30329,"total_inten_ch_2":50281,"total_inten_ch_3":64558,"total_inten_ch_4":100258,"var_inten_ch_1":24.67875,"var_inten_ch_3":61.83995,"var_inten_ch_4":111.13869,"width_ch_1":30.01179}
{"case":"Train","class":"WS","angle_ch_1":6.02133,"area_ch_1":238,"avg_inten_ch_1":90.89912,"avg_inten_ch_2":293.17982,"avg_inten_ch_3":1.25,"avg_inten_ch_4":51.8114,"convex_hull_area_ratio_ch_1":1.03246,"convex_hull_perim_ratio_ch_1":0.96814,"diff_inten_density_ch_1":50.31742,"diff_inten_density_ch_3":3.37709,"diff_inten_density_ch_4":34.1074,"entropy_inten_ch_1":6.73771,"entropy_inten_ch_3":1.02393,"entropy_inten_ch_4":3.6142,"eq_circ_diam_ch_1":17.44382,"eq_ellipse_lwr_ch_1":1.5551,"eq_ellipse_oblate_vol_ch_1":351.15807,"eq_ellipse_prolate_vol_ch_1":225.81095,"eq_sphere_area_ch_1":955.94558,"eq_sphere_vol_ch_1":2779.22409,"fiber_align_2_ch_3":1.72946,"fiber_align_2_ch_4":1.35327,"fiber_length_ch_1":15.53592,"fiber_width_ch_1":15.53592,"inten_cooc_asm_ch_3":0.69242,"inten_cooc_asm_ch_4":0.32603,"inten_cooc_contrast_ch_3":0.398,"inten_cooc_contrast_ch_4":1.14669,"inten_cooc_entropy_ch_3":1.2644,"inten_cooc_entropy_ch_4":3.265,"inten_cooc_max_ch_3":0.83568,"inten_cooc_max_ch_4":0.56808,"kurt_inten_ch_1":-0.92898,"kurt_inten_ch_3":8.73793,"kurt_inten_ch_4":0.73654,"length_ch_1":22.82913,"neighbor_avg_dist_ch_1":259.88308,"neighbor_min_dist_ch_1":25.34833,"neighbor_var_dist_ch_1":120.93349,"perim_ch_1":62.14369,"shape_bfr_ch_1":0.69762,"shape_lwr_ch_1":1.52133,"shape_p_2_a_ch_1":1.228,"skew_inten_ch_1":-0.16153,"skew_inten_ch_3":3.0516,"skew_inten_ch_4":1.38237,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":20725,"total_inten_ch_2":66618,"total_inten_ch_3":285,"total_inten_ch_4":11813,"var_inten_ch_1":43.21411,"var_inten_ch_3":3.66632,"var_inten_ch_4":79.21819,"width_ch_1":15.00603}
{"case":"Test","class":"PS","angle_ch_1":86.41631,"area_ch_1":154,"avg_inten_ch_1":23.55782,"avg_inten_ch_2":227.46259,"avg_inten_ch_3":5.67347,"avg_inten_ch_4":27.79592,"convex_hull_area_ratio_ch_1":1.1236,"convex_hull_perim_ratio_ch_1":0.85731,"diff_inten_density_ch_1":39.23438,"diff_inten_density_ch_3":8.05469,"diff_inten_density_ch_4":35.71094,"entropy_inten_ch_1":5.37292,"entropy_inten_ch_3":1.67909,"entropy_inten_ch_4":2.89946,"eq_circ_diam_ch_1":14.00661,"eq_ellipse_lwr_ch_1":2.40869,"eq_ellipse_oblate_vol_ch_1":226.24969,"eq_ellipse_prolate_vol_ch_1":93.9306,"eq_sphere_area_ch_1":616.33333,"eq_sphere_vol_ch_1":1438.78963,"fiber_align_2_ch_3":1.46013,"fiber_align_2_ch_4":1.49079,"fiber_length_ch_1":27.31931,"fiber_width_ch_1":5.97581,"inten_cooc_asm_ch_3":0.58464,"inten_cooc_asm_ch_4":0.34223,"inten_cooc_contrast_ch_3":0.59891,"inten_cooc_contrast_ch_4":2.28493,"inten_cooc_entropy_ch_3":1.75953,"inten_cooc_entropy_ch_4":3.03528,"inten_cooc_max_ch_3":0.77049,"inten_cooc_max_ch_4":0.58197,"kurt_inten_ch_1":0.16916,"kurt_inten_ch_3":14.36569,"kurt_inten_ch_4":6.17934,"length_ch_1":23.69356,"neighbor_avg_dist_ch_1":209.55729,"neighbor_min_dist_ch_1":19.4793,"neighbor_var_dist_ch_1":69.1062,"perim_ch_1":66.59024,"shape_bfr_ch_1":0.64849,"shape_lwr_ch_1":2.36269,"shape_p_2_a_ch_1":2.16144,"skew_inten_ch_1":0.66107,"skew_inten_ch_3":3.60393,"skew_inten_ch_4":2.52393,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":3463,"total_inten_ch_2":33291,"total_inten_ch_3":834,"total_inten_ch_4":4086,"var_inten_ch_1":16.94012,"var_inten_ch_3":15.58002,"var_inten_ch_4":56.94632,"width_ch_1":10.0282}
{"case":"Test","class":"WS","angle_ch_1":2.35316,"area_ch_1":218,"avg_inten_ch_1":125.77885,"avg_inten_ch_2":212.23558,"avg_inten_ch_3":14.14904,"avg_inten_ch_4":93.27885,"convex_hull_area_ratio_ch_1":1.07373,"convex_hull_perim_ratio_ch_1":0.95821,"diff_inten_density_ch_1":65.03684,"diff_inten_density_ch_3":21.07368,"diff_inten_density_ch_4":53.75263,"entropy_inten_ch_1":6.9947,"entropy_inten_ch_3":1.52701,"entropy_inten_ch_4":5.26716,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":1.92083,"eq_ellipse_oblate_vol_ch_1":340.06466,"eq_ellipse_prolate_vol_ch_1":177.04008,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.71536,"fiber_align_2_ch_4":1.21985,"fiber_length_ch_1":20.19847,"fiber_width_ch_1":11.26107,"inten_cooc_asm_ch_3":0.63469,"inten_cooc_asm_ch_4":0.10345,"inten_cooc_contrast_ch_3":0.44664,"inten_cooc_contrast_ch_4":3.17533,"inten_cooc_entropy_ch_3":1.54376,"inten_cooc_entropy_ch_4":5.24941,"inten_cooc_max_ch_3":0.8,"inten_cooc_max_ch_4":0.32821,"kurt_inten_ch_1":-0.33662,"kurt_inten_ch_3":6.31715,"kurt_inten_ch_4":-0.81242,"length_ch_1":23.69591,"neighbor_avg_dist_ch_1":170.35731,"neighbor_min_dist_ch_1":15.11637,"neighbor_var_dist_ch_1":67.42417,"perim_ch_1":62.91908,"shape_bfr_ch_1":0.68754,"shape_lwr_ch_1":1.77068,"shape_p_2_a_ch_1":1.38501,"skew_inten_ch_1":0.19121,"skew_inten_ch_3":2.66188,"skew_inten_ch_4":0.68421,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":26162,"total_inten_ch_2":43938,"total_inten_ch_3":2943,"total_inten_ch_4":19402,"var_inten_ch_1":66.03029,"var_inten_ch_3":36.09818,"var_inten_ch_4":98.06939,"width_ch_1":13.38237}
{"case":"Train","class":"WS","angle_ch_1":34.19173,"area_ch_1":273,"avg_inten_ch_1":293.91188,"avg_inten_ch_2":183.93487,"avg_inten_ch_3":54.68966,"avg_inten_ch_4":91.51341,"convex_hull_area_ratio_ch_1":1.04587,"convex_hull_perim_ratio_ch_1":0.96051,"diff_inten_density_ch_1":123.02075,"diff_inten_density_ch_3":62.09544,"diff_inten_density_ch_4":56.77593,"entropy_inten_ch_1":7.50958,"entropy_inten_ch_3":3.08075,"entropy_inten_ch_4":5.63646,"eq_circ_diam_ch_1":18.66356,"eq_ellipse_lwr_ch_1":1.65324,"eq_ellipse_oblate_vol_ch_1":443.45588,"eq_ellipse_prolate_vol_ch_1":268.23423,"eq_sphere_area_ch_1":1094.30612,"eq_sphere_vol_ch_1":3403.94126,"fiber_align_2_ch_3":1.46894,"fiber_align_2_ch_4":1.51195,"fiber_length_ch_1":19.10441,"fiber_width_ch_1":14.95103,"inten_cooc_asm_ch_3":0.36768,"inten_cooc_asm_ch_4":0.09032,"inten_cooc_contrast_ch_3":1.1619,"inten_cooc_contrast_ch_4":3.19585,"inten_cooc_entropy_ch_3":3.00063,"inten_cooc_entropy_ch_4":5.30173,"inten_cooc_max_ch_3":0.6125,"inten_cooc_max_ch_4":0.29339,"kurt_inten_ch_1":0.84042,"kurt_inten_ch_3":14.94362,"kurt_inten_ch_4":0.2275,"length_ch_1":24.72043,"neighbor_avg_dist_ch_1":166.78998,"neighbor_min_dist_ch_1":21.37777,"neighbor_var_dist_ch_1":68.04202,"perim_ch_1":68.11089,"shape_bfr_ch_1":0.70595,"shape_lwr_ch_1":1.57691,"shape_p_2_a_ch_1":1.29246,"skew_inten_ch_1":0.7203,"skew_inten_ch_3":3.66907,"skew_inten_ch_4":1.12966,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":76711,"total_inten_ch_2":47747,"total_inten_ch_3":14274,"total_inten_ch_4":23885,"var_inten_ch_1":159.64766,"var_inten_ch_3":131.75209,"var_inten_ch_4":107.76346,"width_ch_1":15.67652}
{"case":"Test","class":"PS","angle_ch_1":90.58466,"area_ch_1":248,"avg_inten_ch_1":81.96203,"avg_inten_ch_2":220.72152,"avg_inten_ch_3":51.64135,"avg_inten_ch_4":69.69198,"convex_hull_area_ratio_ch_1":1.07099,"convex_hull_perim_ratio_ch_1":0.95896,"diff_inten_density_ch_1":70.6815,"diff_inten_density_ch_3":62.75176,"diff_inten_density_ch_4":73.21546,"entropy_inten_ch_1":6.7585,"entropy_inten_ch_3":3.61895,"entropy_inten_ch_4":5.37803,"eq_circ_diam_ch_1":17.78478,"eq_ellipse_lwr_ch_1":3.75736,"eq_ellipse_oblate_vol_ch_1":578.47587,"eq_ellipse_prolate_vol_ch_1":153.95822,"eq_sphere_area_ch_1":993.68027,"eq_sphere_vol_ch_1":2945.39683,"fiber_align_2_ch_3":1.53151,"fiber_align_2_ch_4":1.71228,"fiber_length_ch_1":34.12644,"fiber_width_ch_1":7.57119,"inten_cooc_asm_ch_3":0.27813,"inten_cooc_asm_ch_4":0.06293,"inten_cooc_contrast_ch_3":2.54228,"inten_cooc_contrast_ch_4":10.04718,"inten_cooc_entropy_ch_3":3.742,"inten_cooc_entropy_ch_4":5.90683,"inten_cooc_max_ch_3":0.52475,"inten_cooc_max_ch_4":0.24,"kurt_inten_ch_1":0.3937,"kurt_inten_ch_3":5.18105,"kurt_inten_ch_4":1.30818,"length_ch_1":35.86281,"neighbor_avg_dist_ch_1":232.10043,"neighbor_min_dist_ch_1":28.46485,"neighbor_var_dist_ch_1":114.35337,"perim_ch_1":83.39527,"shape_bfr_ch_1":0.74005,"shape_lwr_ch_1":3.83147,"shape_p_2_a_ch_1":2.14198,"skew_inten_ch_1":0.44637,"skew_inten_ch_3":2.21517,"skew_inten_ch_4":1.36495,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":19425,"total_inten_ch_2":52075,"total_inten_ch_3":12239,"total_inten_ch_4":16517,"var_inten_ch_1":46.48491,"var_inten_ch_3":93.15851,"var_inten_ch_4":85.39233,"width_ch_1":9.36007}
{"case":"Train","class":"PS","angle_ch_1":18.5798,"area_ch_1":204,"avg_inten_ch_1":31.85128,"avg_inten_ch_2":5.86154,"avg_inten_ch_3":37.66667,"avg_inten_ch_4":2.78974,"convex_hull_area_ratio_ch_1":1.35714,"convex_hull_perim_ratio_ch_1":0.87124,"diff_inten_density_ch_1":41.80952,"diff_inten_density_ch_3":49.56548,"diff_inten_density_ch_4":6.89286,"entropy_inten_ch_1":5.88774,"entropy_inten_ch_3":4.78729,"entropy_inten_ch_4":2.8864,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":3.96216,"eq_ellipse_oblate_vol_ch_1":443.34268,"eq_ellipse_prolate_vol_ch_1":111.89415,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.78448,"fiber_align_2_ch_4":2,"fiber_length_ch_1":40.07278,"fiber_width_ch_1":5.49298,"inten_cooc_asm_ch_3":0.06001,"inten_cooc_asm_ch_4":0.0743,"inten_cooc_contrast_ch_3":8.75553,"inten_cooc_contrast_ch_4":10.92335,"inten_cooc_entropy_ch_3":5.71125,"inten_cooc_entropy_ch_4":5.01244,"inten_cooc_max_ch_3":0.22981,"inten_cooc_max_ch_4":0.24,"kurt_inten_ch_1":5.70198,"kurt_inten_ch_3":5.35091,"kurt_inten_ch_4":5.05484,"length_ch_1":35.61316,"neighbor_avg_dist_ch_1":314.96807,"neighbor_min_dist_ch_1":42.0261,"neighbor_var_dist_ch_1":131.88458,"perim_ch_1":91.13153,"shape_bfr_ch_1":0.536,"shape_lwr_ch_1":3.32594,"shape_p_2_a_ch_1":3.00239,"skew_inten_ch_1":1.81739,"skew_inten_ch_3":2.346,"skew_inten_ch_4":2.14079,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6211,"total_inten_ch_2":949,"total_inten_ch_3":7345,"total_inten_ch_4":544,"var_inten_ch_1":26.18893,"var_inten_ch_3":65.48773,"var_inten_ch_4":4.08523,"width_ch_1":10.70768}
{"case":"Train","class":"WS","angle_ch_1":87.32813,"area_ch_1":453,"avg_inten_ch_1":29.74365,"avg_inten_ch_2":149.57968,"avg_inten_ch_3":50.49654,"avg_inten_ch_4":135.99307,"convex_hull_area_ratio_ch_1":1.16204,"convex_hull_perim_ratio_ch_1":0.81458,"diff_inten_density_ch_1":39.15,"diff_inten_density_ch_3":45.895,"diff_inten_density_ch_4":87.9275,"entropy_inten_ch_1":5.98618,"entropy_inten_ch_3":6.09811,"entropy_inten_ch_4":6.97484,"eq_circ_diam_ch_1":24.0391,"eq_ellipse_lwr_ch_1":1.87104,"eq_ellipse_oblate_vol_ch_1":1008.07951,"eq_ellipse_prolate_vol_ch_1":538.78066,"eq_sphere_area_ch_1":1815.45805,"eq_sphere_vol_ch_1":7273.66241,"fiber_align_2_ch_3":1.3337,"fiber_align_2_ch_4":1.5683,"fiber_length_ch_1":45.17545,"fiber_width_ch_1":10.45275,"inten_cooc_asm_ch_3":0.02969,"inten_cooc_asm_ch_4":0.01911,"inten_cooc_contrast_ch_3":10.45591,"inten_cooc_contrast_ch_4":7.42603,"inten_cooc_entropy_ch_3":6.78852,"inten_cooc_entropy_ch_4":6.86144,"inten_cooc_max_ch_3":0.1608,"inten_cooc_max_ch_4":0.12438,"kurt_inten_ch_1":-0.12657,"kurt_inten_ch_3":0.05187,"kurt_inten_ch_4":-0.41783,"length_ch_1":34.72396,"neighbor_avg_dist_ch_1":313.58672,"neighbor_min_dist_ch_1":25.67701,"neighbor_var_dist_ch_1":131.31422,"perim_ch_1":111.25641,"shape_bfr_ch_1":0.66937,"shape_lwr_ch_1":1.77828,"shape_p_2_a_ch_1":2.08595,"skew_inten_ch_1":0.53165,"skew_inten_ch_3":0.86814,"skew_inten_ch_4":0.73488,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":10,"total_inten_ch_1":12879,"total_inten_ch_2":64336,"total_inten_ch_3":21865,"total_inten_ch_4":58885,"var_inten_ch_1":21.08372,"var_inten_ch_3":48.52542,"var_inten_ch_4":122.89007,"width_ch_1":19.52669}
{"case":"Train","class":"PS","angle_ch_1":71.30566,"area_ch_1":168,"avg_inten_ch_1":66.4472,"avg_inten_ch_2":275.04348,"avg_inten_ch_3":114.50311,"avg_inten_ch_4":210.74534,"convex_hull_area_ratio_ch_1":1.12296,"convex_hull_perim_ratio_ch_1":0.84951,"diff_inten_density_ch_1":54.70732,"diff_inten_density_ch_3":85.13937,"diff_inten_density_ch_4":134.5331,"entropy_inten_ch_1":6.3472,"entropy_inten_ch_3":6.45047,"entropy_inten_ch_4":6.56574,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.15182,"eq_ellipse_oblate_vol_ch_1":179.32963,"eq_ellipse_prolate_vol_ch_1":155.69285,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.68169,"fiber_align_2_ch_4":1.77118,"fiber_length_ch_1":23.19885,"fiber_width_ch_1":7.62458,"inten_cooc_asm_ch_3":0.01178,"inten_cooc_asm_ch_4":0.01439,"inten_cooc_contrast_ch_3":10.95873,"inten_cooc_contrast_ch_4":12.40497,"inten_cooc_entropy_ch_3":6.85646,"inten_cooc_entropy_ch_4":6.67949,"inten_cooc_max_ch_3":0.06081,"inten_cooc_max_ch_4":0.09459,"kurt_inten_ch_1":-0.4715,"kurt_inten_ch_3":0.14102,"kurt_inten_ch_4":-0.81983,"length_ch_1":18.78358,"neighbor_avg_dist_ch_1":195.09583,"neighbor_min_dist_ch_1":19.77305,"neighbor_var_dist_ch_1":85.85897,"perim_ch_1":61.64685,"shape_bfr_ch_1":0.57737,"shape_lwr_ch_1":1.20712,"shape_p_2_a_ch_1":1.70973,"skew_inten_ch_1":0.41534,"skew_inten_ch_3":0.82471,"skew_inten_ch_4":0.29341,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":10698,"total_inten_ch_2":44122,"total_inten_ch_3":18435,"total_inten_ch_4":33930,"var_inten_ch_1":36.65991,"var_inten_ch_3":90.93654,"var_inten_ch_4":146.29823,"width_ch_1":15.5607}
{"case":"Train","class":"PS","angle_ch_1":170.61525,"area_ch_1":158,"avg_inten_ch_1":33.49007,"avg_inten_ch_2":4.9404,"avg_inten_ch_3":64.78146,"avg_inten_ch_4":2.92053,"convex_hull_area_ratio_ch_1":1.11491,"convex_hull_perim_ratio_ch_1":0.88286,"diff_inten_density_ch_1":55.71212,"diff_inten_density_ch_3":83.20455,"diff_inten_density_ch_4":6.63636,"entropy_inten_ch_1":5.85314,"entropy_inten_ch_3":6.20604,"entropy_inten_ch_4":3.00517,"eq_circ_diam_ch_1":14.19589,"eq_ellipse_lwr_ch_1":2.30977,"eq_ellipse_oblate_vol_ch_1":230.65941,"eq_ellipse_prolate_vol_ch_1":99.86258,"eq_sphere_area_ch_1":633.10431,"eq_sphere_vol_ch_1":1497.91344,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":25.58838,"fiber_width_ch_1":6.5951,"inten_cooc_asm_ch_3":0.00947,"inten_cooc_asm_ch_4":0.05342,"inten_cooc_contrast_ch_3":28.13906,"inten_cooc_contrast_ch_4":12.08506,"inten_cooc_entropy_ch_3":7.01709,"inten_cooc_entropy_ch_4":5.42551,"inten_cooc_max_ch_3":0.04348,"inten_cooc_max_ch_4":0.21014,"kurt_inten_ch_1":4.03987,"kurt_inten_ch_3":9.86808,"kurt_inten_ch_4":0.77408,"length_ch_1":22.5478,"neighbor_avg_dist_ch_1":280.30007,"neighbor_min_dist_ch_1":90.9809,"neighbor_var_dist_ch_1":89.46438,"perim_ch_1":64.36696,"shape_bfr_ch_1":0.62334,"shape_lwr_ch_1":2.00225,"shape_p_2_a_ch_1":1.95366,"skew_inten_ch_1":1.66987,"skew_inten_ch_3":2.35435,"skew_inten_ch_4":1.27481,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5057,"total_inten_ch_2":596,"total_inten_ch_3":9782,"total_inten_ch_4":441,"var_inten_ch_1":28.7229,"var_inten_ch_3":60.85472,"var_inten_ch_4":3.63122,"width_ch_1":11.26125}
{"case":"Test","class":"WS","angle_ch_1":161.11623,"area_ch_1":214,"avg_inten_ch_1":72.95122,"avg_inten_ch_2":161.88293,"avg_inten_ch_3":74.90732,"avg_inten_ch_4":30.38049,"convex_hull_area_ratio_ch_1":1.08585,"convex_hull_perim_ratio_ch_1":0.92261,"diff_inten_density_ch_1":58.44086,"diff_inten_density_ch_3":59.28495,"diff_inten_density_ch_4":27.44086,"entropy_inten_ch_1":6.64557,"entropy_inten_ch_3":4.49467,"entropy_inten_ch_4":5.08528,"eq_circ_diam_ch_1":16.5406,"eq_ellipse_lwr_ch_1":1.17656,"eq_ellipse_oblate_vol_ch_1":260.41058,"eq_ellipse_prolate_vol_ch_1":221.33294,"eq_sphere_area_ch_1":859.51247,"eq_sphere_vol_ch_1":2369.47476,"fiber_align_2_ch_3":1.43579,"fiber_align_2_ch_4":1.50497,"fiber_length_ch_1":22.62273,"fiber_width_ch_1":9.98483,"inten_cooc_asm_ch_3":0.164,"inten_cooc_asm_ch_4":0.06501,"inten_cooc_contrast_ch_3":2.25218,"inten_cooc_contrast_ch_4":7.93651,"inten_cooc_entropy_ch_3":4.47459,"inten_cooc_entropy_ch_4":5.89046,"inten_cooc_max_ch_3":0.40642,"inten_cooc_max_ch_4":0.25405,"kurt_inten_ch_1":0.38846,"kurt_inten_ch_3":2.22125,"kurt_inten_ch_4":-0.30082,"length_ch_1":19.78154,"neighbor_avg_dist_ch_1":177.21667,"neighbor_min_dist_ch_1":26.57964,"neighbor_var_dist_ch_1":75.02995,"perim_ch_1":65.21512,"shape_bfr_ch_1":0.58856,"shape_lwr_ch_1":1.07181,"shape_p_2_a_ch_1":1.4983,"skew_inten_ch_1":0.78436,"skew_inten_ch_3":1.76445,"skew_inten_ch_4":0.71187,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":14955,"total_inten_ch_2":32982,"total_inten_ch_3":15356,"total_inten_ch_4":6228,"var_inten_ch_1":47.16776,"var_inten_ch_3":118.66566,"var_inten_ch_4":28.64282,"width_ch_1":18.45612}
{"case":"Test","class":"WS","angle_ch_1":158.01249,"area_ch_1":202,"avg_inten_ch_1":111.18653,"avg_inten_ch_2":196.21244,"avg_inten_ch_3":111.80829,"avg_inten_ch_4":19.41969,"convex_hull_area_ratio_ch_1":1.20347,"convex_hull_perim_ratio_ch_1":0.90858,"diff_inten_density_ch_1":74.35447,"diff_inten_density_ch_3":87.15562,"diff_inten_density_ch_4":19.21326,"entropy_inten_ch_1":6.82861,"entropy_inten_ch_3":5.43661,"entropy_inten_ch_4":4.38293,"eq_circ_diam_ch_1":16.04918,"eq_ellipse_lwr_ch_1":1.80184,"eq_ellipse_oblate_vol_ch_1":294.38475,"eq_ellipse_prolate_vol_ch_1":163.38031,"eq_sphere_area_ch_1":809.19955,"eq_sphere_vol_ch_1":2164.49835,"fiber_align_2_ch_3":1.62014,"fiber_align_2_ch_4":1.77916,"fiber_length_ch_1":25.97592,"fiber_width_ch_1":8.13097,"inten_cooc_asm_ch_3":0.07067,"inten_cooc_asm_ch_4":0.11144,"inten_cooc_contrast_ch_3":6.38302,"inten_cooc_contrast_ch_4":6.63063,"inten_cooc_entropy_ch_3":5.69451,"inten_cooc_entropy_ch_4":5.1732,"inten_cooc_max_ch_3":0.26966,"inten_cooc_max_ch_4":0.33708,"kurt_inten_ch_1":-0.54634,"kurt_inten_ch_3":-0.56522,"kurt_inten_ch_4":-0.17568,"length_ch_1":24.15272,"neighbor_avg_dist_ch_1":181.80902,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":82.1302,"perim_ch_1":68.21378,"shape_bfr_ch_1":0.56502,"shape_lwr_ch_1":1.62929,"shape_p_2_a_ch_1":1.75315,"skew_inten_ch_1":0.26932,"skew_inten_ch_3":0.79761,"skew_inten_ch_4":0.88966,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":21459,"total_inten_ch_2":37677,"total_inten_ch_3":21579,"total_inten_ch_4":3748,"var_inten_ch_1":58.29153,"var_inten_ch_3":120.66594,"var_inten_ch_4":21.88867,"width_ch_1":14.82408}
{"case":"Train","class":"WS","angle_ch_1":91.90535,"area_ch_1":275,"avg_inten_ch_1":38.74525,"avg_inten_ch_2":226.87452,"avg_inten_ch_3":1.8327,"avg_inten_ch_4":26.26996,"convex_hull_area_ratio_ch_1":1.07875,"convex_hull_perim_ratio_ch_1":0.94224,"diff_inten_density_ch_1":45.95473,"diff_inten_density_ch_3":5.0535,"diff_inten_density_ch_4":19.06173,"entropy_inten_ch_1":6.19014,"entropy_inten_ch_3":1.793,"entropy_inten_ch_4":3.03152,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.23634,"eq_ellipse_oblate_vol_ch_1":387.90363,"eq_ellipse_prolate_vol_ch_1":313.752,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.54978,"fiber_length_ch_1":21.87172,"fiber_width_ch_1":13.08332,"inten_cooc_asm_ch_3":0.41121,"inten_cooc_asm_ch_4":0.4273,"inten_cooc_contrast_ch_3":2.53574,"inten_cooc_contrast_ch_4":0.7842,"inten_cooc_entropy_ch_3":2.63142,"inten_cooc_entropy_ch_4":2.67674,"inten_cooc_max_ch_3":0.65587,"inten_cooc_max_ch_4":0.65272,"kurt_inten_ch_1":-0.19751,"kurt_inten_ch_3":4.07459,"kurt_inten_ch_4":1.30989,"length_ch_1":22.74964,"neighbor_avg_dist_ch_1":187.8857,"neighbor_min_dist_ch_1":33.42703,"neighbor_var_dist_ch_1":76.31707,"perim_ch_1":69.91009,"shape_bfr_ch_1":0.72953,"shape_lwr_ch_1":1.36962,"shape_p_2_a_ch_1":1.35915,"skew_inten_ch_1":0.49198,"skew_inten_ch_3":2.27394,"skew_inten_ch_4":1.64919,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":10190,"total_inten_ch_2":59406,"total_inten_ch_3":482,"total_inten_ch_4":6909,"var_inten_ch_1":22.52586,"var_inten_ch_3":3.95249,"var_inten_ch_4":46.77102,"width_ch_1":16.61018}
{"case":"Test","class":"PS","angle_ch_1":66.37291,"area_ch_1":249,"avg_inten_ch_1":74.36134,"avg_inten_ch_2":125.83613,"avg_inten_ch_3":109.47899,"avg_inten_ch_4":234.31933,"convex_hull_area_ratio_ch_1":1.12032,"convex_hull_perim_ratio_ch_1":0.87667,"diff_inten_density_ch_1":57.48037,"diff_inten_density_ch_3":78.18245,"diff_inten_density_ch_4":117.53118,"entropy_inten_ch_1":6.76454,"entropy_inten_ch_3":6.81458,"entropy_inten_ch_4":6.73767,"eq_circ_diam_ch_1":17.82226,"eq_ellipse_lwr_ch_1":1.69651,"eq_ellipse_oblate_vol_ch_1":391.17002,"eq_ellipse_prolate_vol_ch_1":230.57298,"eq_sphere_area_ch_1":997.87302,"eq_sphere_vol_ch_1":2964.05823,"fiber_align_2_ch_3":1.50415,"fiber_align_2_ch_4":1.70423,"fiber_length_ch_1":29.25573,"fiber_width_ch_1":8.85857,"inten_cooc_asm_ch_3":0.01055,"inten_cooc_asm_ch_4":0.01822,"inten_cooc_contrast_ch_3":12.26985,"inten_cooc_contrast_ch_4":9.19095,"inten_cooc_entropy_ch_3":7.19505,"inten_cooc_entropy_ch_4":6.82435,"inten_cooc_max_ch_3":0.07273,"inten_cooc_max_ch_4":0.12207,"kurt_inten_ch_1":-0.84982,"kurt_inten_ch_3":-0.79231,"kurt_inten_ch_4":-1.03628,"length_ch_1":25.96993,"neighbor_avg_dist_ch_1":302.3062,"neighbor_min_dist_ch_1":15.49305,"neighbor_var_dist_ch_1":135.65337,"perim_ch_1":76.2286,"shape_bfr_ch_1":0.55173,"shape_lwr_ch_1":1.49161,"shape_p_2_a_ch_1":1.78422,"skew_inten_ch_1":0.21995,"skew_inten_ch_3":0.37835,"skew_inten_ch_4":-0.09028,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":17698,"total_inten_ch_2":29712,"total_inten_ch_3":26056,"total_inten_ch_4":55768,"var_inten_ch_1":44.57045,"var_inten_ch_3":81.02768,"var_inten_ch_4":153.04659,"width_ch_1":17.41071}
{"case":"Test","class":"WS","angle_ch_1":121.33125,"area_ch_1":278,"avg_inten_ch_1":482.2218,"avg_inten_ch_2":456.33835,"avg_inten_ch_3":72.17293,"avg_inten_ch_4":332.45489,"convex_hull_area_ratio_ch_1":1.16456,"convex_hull_perim_ratio_ch_1":0.91213,"diff_inten_density_ch_1":181.9959,"diff_inten_density_ch_3":41.0082,"diff_inten_density_ch_4":169.72541,"entropy_inten_ch_1":7.89171,"entropy_inten_ch_3":6.51159,"entropy_inten_ch_4":7.70558,"eq_circ_diam_ch_1":18.84148,"eq_ellipse_lwr_ch_1":2.18943,"eq_ellipse_oblate_vol_ch_1":525.06092,"eq_ellipse_prolate_vol_ch_1":239.81609,"eq_sphere_area_ch_1":1115.26984,"eq_sphere_vol_ch_1":3502.22264,"fiber_align_2_ch_3":1.58976,"fiber_align_2_ch_4":1.61645,"fiber_length_ch_1":28.6259,"fiber_width_ch_1":10.12452,"inten_cooc_asm_ch_3":0.00718,"inten_cooc_asm_ch_4":0.00799,"inten_cooc_contrast_ch_3":13.18026,"inten_cooc_contrast_ch_4":9.12819,"inten_cooc_entropy_ch_3":7.42403,"inten_cooc_entropy_ch_4":7.25066,"inten_cooc_max_ch_3":0.02469,"inten_cooc_max_ch_4":0.02469,"kurt_inten_ch_1":-0.20174,"kurt_inten_ch_3":0.07267,"kurt_inten_ch_4":-0.45969,"length_ch_1":27.56692,"neighbor_avg_dist_ch_1":346.17888,"neighbor_min_dist_ch_1":31.7381,"neighbor_var_dist_ch_1":140.84786,"perim_ch_1":77.50083,"shape_bfr_ch_1":0.69452,"shape_lwr_ch_1":1.89296,"shape_p_2_a_ch_1":1.64918,"skew_inten_ch_1":0.461,"skew_inten_ch_3":0.47131,"skew_inten_ch_4":0.55512,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":128271,"total_inten_ch_2":121121,"total_inten_ch_3":19198,"total_inten_ch_4":88433,"var_inten_ch_1":269.60785,"var_inten_ch_3":38.08311,"var_inten_ch_4":198.85626,"width_ch_1":14.56286}
{"case":"Test","class":"PS","angle_ch_1":64.86104,"area_ch_1":204,"avg_inten_ch_1":25.29744,"avg_inten_ch_2":2.78462,"avg_inten_ch_3":59.80513,"avg_inten_ch_4":88.6,"convex_hull_area_ratio_ch_1":1.34386,"convex_hull_perim_ratio_ch_1":0.8862,"diff_inten_density_ch_1":37.04651,"diff_inten_density_ch_3":47.90116,"diff_inten_density_ch_4":65.80814,"entropy_inten_ch_1":5.65289,"entropy_inten_ch_3":6.4397,"entropy_inten_ch_4":6.3641,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":2.42167,"eq_ellipse_oblate_vol_ch_1":346.60225,"eq_ellipse_prolate_vol_ch_1":143.12502,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.73954,"fiber_align_2_ch_4":1.59677,"fiber_length_ch_1":33.03354,"fiber_width_ch_1":6.52864,"inten_cooc_asm_ch_3":0.0067,"inten_cooc_asm_ch_4":0.01299,"inten_cooc_contrast_ch_3":23.9932,"inten_cooc_contrast_ch_4":12.62515,"inten_cooc_entropy_ch_3":7.47555,"inten_cooc_entropy_ch_4":6.82673,"inten_cooc_max_ch_3":0.02353,"inten_cooc_max_ch_4":0.06471,"kurt_inten_ch_1":-0.23514,"kurt_inten_ch_3":0.46587,"kurt_inten_ch_4":0.59923,"length_ch_1":26.85733,"neighbor_avg_dist_ch_1":299.74098,"neighbor_min_dist_ch_1":30.54317,"neighbor_var_dist_ch_1":118.36967,"perim_ch_1":79.12437,"shape_bfr_ch_1":0.51518,"shape_lwr_ch_1":1.81808,"shape_p_2_a_ch_1":2.3101,"skew_inten_ch_1":0.58823,"skew_inten_ch_3":0.70383,"skew_inten_ch_4":0.98989,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":4933,"total_inten_ch_2":349,"total_inten_ch_3":11662,"total_inten_ch_4":17277,"var_inten_ch_1":17.32417,"var_inten_ch_3":34.71352,"var_inten_ch_4":77.02503,"width_ch_1":14.77238}
{"case":"Test","class":"WS","angle_ch_1":136.82562,"area_ch_1":283,"avg_inten_ch_1":150.37037,"avg_inten_ch_2":188.19259,"avg_inten_ch_3":190.17037,"avg_inten_ch_4":89.04074,"convex_hull_area_ratio_ch_1":1.07939,"convex_hull_perim_ratio_ch_1":0.95168,"diff_inten_density_ch_1":108.22244,"diff_inten_density_ch_3":196.40681,"diff_inten_density_ch_4":61.52505,"entropy_inten_ch_1":7.42482,"entropy_inten_ch_3":6.22905,"entropy_inten_ch_4":5.9628,"eq_circ_diam_ch_1":18.98262,"eq_ellipse_lwr_ch_1":1.35204,"eq_ellipse_oblate_vol_ch_1":421.95131,"eq_ellipse_prolate_vol_ch_1":312.08439,"eq_sphere_area_ch_1":1132.04082,"eq_sphere_vol_ch_1":3581.51638,"fiber_align_2_ch_3":1.47251,"fiber_align_2_ch_4":1.56817,"fiber_length_ch_1":22.28562,"fiber_width_ch_1":13.18133,"inten_cooc_asm_ch_3":0.04155,"inten_cooc_asm_ch_4":0.06237,"inten_cooc_contrast_ch_3":10.06299,"inten_cooc_contrast_ch_4":6.17279,"inten_cooc_entropy_ch_3":6.34387,"inten_cooc_entropy_ch_4":5.91459,"inten_cooc_max_ch_3":0.1992,"inten_cooc_max_ch_4":0.24303,"kurt_inten_ch_1":0.05328,"kurt_inten_ch_3":3.3745,"kurt_inten_ch_4":-0.46472,"length_ch_1":25.34819,"neighbor_avg_dist_ch_1":245.11406,"neighbor_min_dist_ch_1":24.7838,"neighbor_var_dist_ch_1":119.91807,"perim_ch_1":70.9339,"shape_bfr_ch_1":0.59057,"shape_lwr_ch_1":1.3408,"shape_p_2_a_ch_1":1.36305,"skew_inten_ch_1":0.69177,"skew_inten_ch_3":1.79335,"skew_inten_ch_4":0.71578,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":10,"total_inten_ch_1":40600,"total_inten_ch_2":50543,"total_inten_ch_3":51346,"total_inten_ch_4":24041,"var_inten_ch_1":95.14755,"var_inten_ch_3":232.99412,"var_inten_ch_4":86.19871,"width_ch_1":18.90521}
{"case":"Test","class":"PS","angle_ch_1":140.86491,"area_ch_1":617,"avg_inten_ch_1":603.73854,"avg_inten_ch_2":301.70968,"avg_inten_ch_3":41.10696,"avg_inten_ch_4":70.19355,"convex_hull_area_ratio_ch_1":1.3912,"convex_hull_perim_ratio_ch_1":0.83959,"diff_inten_density_ch_1":196.72344,"diff_inten_density_ch_3":49.43407,"diff_inten_density_ch_4":59.62821,"entropy_inten_ch_1":8.62835,"entropy_inten_ch_3":3.13462,"entropy_inten_ch_4":4.81653,"eq_circ_diam_ch_1":28.03702,"eq_ellipse_lwr_ch_1":2.32789,"eq_ellipse_oblate_vol_ch_1":1783.92096,"eq_ellipse_prolate_vol_ch_1":766.32567,"eq_sphere_area_ch_1":2469.52608,"eq_sphere_vol_ch_1":11539.69255,"fiber_align_2_ch_3":1.63942,"fiber_align_2_ch_4":1.68075,"fiber_length_ch_1":63.1751,"fiber_width_ch_1":10.17904,"inten_cooc_asm_ch_3":0.39139,"inten_cooc_asm_ch_4":0.20819,"inten_cooc_contrast_ch_3":1.27172,"inten_cooc_contrast_ch_4":3.25038,"inten_cooc_entropy_ch_3":2.91258,"inten_cooc_entropy_ch_4":4.41401,"inten_cooc_max_ch_3":0.62909,"inten_cooc_max_ch_4":0.45636,"kurt_inten_ch_1":-0.54807,"kurt_inten_ch_3":7.35901,"kurt_inten_ch_4":0.87045,"length_ch_1":47.8652,"neighbor_avg_dist_ch_1":229.01146,"neighbor_min_dist_ch_1":16.79172,"neighbor_var_dist_ch_1":115.64868,"perim_ch_1":146.70829,"shape_bfr_ch_1":0.462,"shape_lwr_ch_1":1.71447,"shape_p_2_a_ch_1":2.66345,"skew_inten_ch_1":0.20615,"skew_inten_ch_3":2.61873,"skew_inten_ch_4":1.3034,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":12,"total_inten_ch_1":355602,"total_inten_ch_2":177119,"total_inten_ch_3":24212,"total_inten_ch_4":41344,"var_inten_ch_1":275.58346,"var_inten_ch_3":86.70321,"var_inten_ch_4":95.33583,"width_ch_1":27.91843}
{"case":"Train","class":"PS","angle_ch_1":67.40774,"area_ch_1":172,"avg_inten_ch_1":87.86061,"avg_inten_ch_2":356.44848,"avg_inten_ch_3":69.38182,"avg_inten_ch_4":53.64848,"convex_hull_area_ratio_ch_1":1.16279,"convex_hull_perim_ratio_ch_1":0.93604,"diff_inten_density_ch_1":67.8,"diff_inten_density_ch_3":70.34237,"diff_inten_density_ch_4":43.4,"entropy_inten_ch_1":6.43291,"entropy_inten_ch_3":3.18094,"entropy_inten_ch_4":4.71314,"eq_circ_diam_ch_1":14.8394,"eq_ellipse_lwr_ch_1":2.23917,"eq_ellipse_oblate_vol_ch_1":259.41246,"eq_ellipse_prolate_vol_ch_1":115.85215,"eq_sphere_area_ch_1":691.80272,"eq_sphere_vol_ch_1":1710.98898,"fiber_align_2_ch_3":1.7247,"fiber_align_2_ch_4":1.38386,"fiber_length_ch_1":24.17873,"fiber_width_ch_1":7.45647,"inten_cooc_asm_ch_3":0.33736,"inten_cooc_asm_ch_4":0.12391,"inten_cooc_contrast_ch_3":1.62959,"inten_cooc_contrast_ch_4":4.54854,"inten_cooc_entropy_ch_3":3.21572,"inten_cooc_entropy_ch_4":5.02374,"inten_cooc_max_ch_3":0.59477,"inten_cooc_max_ch_4":0.35948,"kurt_inten_ch_1":3.10356,"kurt_inten_ch_3":3.88079,"kurt_inten_ch_4":-0.45427,"length_ch_1":25.28048,"neighbor_avg_dist_ch_1":168.05626,"neighbor_min_dist_ch_1":31.62229,"neighbor_var_dist_ch_1":71.7706,"perim_ch_1":63.27039,"shape_bfr_ch_1":0.52021,"shape_lwr_ch_1":1.92234,"shape_p_2_a_ch_1":1.76694,"skew_inten_ch_1":1.40089,"skew_inten_ch_3":2.07114,"skew_inten_ch_4":0.89292,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":14497,"total_inten_ch_2":58650,"total_inten_ch_3":11448,"total_inten_ch_4":8852,"var_inten_ch_1":51.42054,"var_inten_ch_3":122.78439,"var_inten_ch_4":62.60069,"width_ch_1":13.15091}
{"case":"Train","class":"PS","angle_ch_1":10.28488,"area_ch_1":166,"avg_inten_ch_1":20.69182,"avg_inten_ch_2":5.81132,"avg_inten_ch_3":20.83019,"avg_inten_ch_4":3.73585,"convex_hull_area_ratio_ch_1":1.10714,"convex_hull_perim_ratio_ch_1":0.91123,"diff_inten_density_ch_1":33.9507,"diff_inten_density_ch_3":31.85915,"diff_inten_density_ch_4":8.00704,"entropy_inten_ch_1":4.83415,"entropy_inten_ch_3":3.21857,"entropy_inten_ch_4":3.33625,"eq_circ_diam_ch_1":14.56709,"eq_ellipse_lwr_ch_1":1.37558,"eq_ellipse_oblate_vol_ch_1":192.33571,"eq_ellipse_prolate_vol_ch_1":139.82169,"eq_sphere_area_ch_1":666.64626,"eq_sphere_vol_ch_1":1618.51595,"fiber_align_2_ch_3":1.71528,"fiber_align_2_ch_4":1,"fiber_length_ch_1":19.78961,"fiber_width_ch_1":8.89837,"inten_cooc_asm_ch_3":0.22748,"inten_cooc_asm_ch_4":0.02563,"inten_cooc_contrast_ch_3":4.17011,"inten_cooc_contrast_ch_4":14.72757,"inten_cooc_entropy_ch_3":3.90958,"inten_cooc_entropy_ch_4":6.02814,"inten_cooc_max_ch_3":0.47552,"inten_cooc_max_ch_4":0.12057,"kurt_inten_ch_1":10.40337,"kurt_inten_ch_3":13.09024,"kurt_inten_ch_4":0.72448,"length_ch_1":18.58745,"neighbor_avg_dist_ch_1":274.73708,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":119.26574,"perim_ch_1":57.37596,"shape_bfr_ch_1":0.58289,"shape_lwr_ch_1":1.20834,"shape_p_2_a_ch_1":1.48765,"skew_inten_ch_1":2.92644,"skew_inten_ch_3":3.54366,"skew_inten_ch_4":1.117,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":3290,"total_inten_ch_2":766,"total_inten_ch_3":3312,"total_inten_ch_4":594,"var_inten_ch_1":28.20588,"var_inten_ch_3":51.18891,"var_inten_ch_4":3.89073,"width_ch_1":15.38258}
{"case":"Train","class":"PS","angle_ch_1":90.13649,"area_ch_1":175,"avg_inten_ch_1":81.16168,"avg_inten_ch_2":372.43114,"avg_inten_ch_3":81.48503,"avg_inten_ch_4":83.12575,"convex_hull_area_ratio_ch_1":1.11331,"convex_hull_perim_ratio_ch_1":0.93246,"diff_inten_density_ch_1":63.21405,"diff_inten_density_ch_3":58.73913,"diff_inten_density_ch_4":59.3612,"entropy_inten_ch_1":6.6087,"entropy_inten_ch_3":5.86413,"entropy_inten_ch_4":4.85727,"eq_circ_diam_ch_1":14.92906,"eq_ellipse_lwr_ch_1":1.60327,"eq_ellipse_oblate_vol_ch_1":223.51166,"eq_ellipse_prolate_vol_ch_1":139.40948,"eq_sphere_area_ch_1":700.18821,"eq_sphere_vol_ch_1":1742.19195,"fiber_align_2_ch_3":1.61119,"fiber_align_2_ch_4":1.66262,"fiber_length_ch_1":20.29706,"fiber_width_ch_1":9.11486,"inten_cooc_asm_ch_3":0.03522,"inten_cooc_asm_ch_4":0.13006,"inten_cooc_contrast_ch_3":5.25723,"inten_cooc_contrast_ch_4":5.24239,"inten_cooc_entropy_ch_3":6.18616,"inten_cooc_entropy_ch_4":4.99212,"inten_cooc_max_ch_3":0.17105,"inten_cooc_max_ch_4":0.35374,"kurt_inten_ch_1":-0.52124,"kurt_inten_ch_3":-0.18513,"kurt_inten_ch_4":-0.44786,"length_ch_1":20.48589,"neighbor_avg_dist_ch_1":224.00104,"neighbor_min_dist_ch_1":32.96921,"neighbor_var_dist_ch_1":87.60811,"perim_ch_1":58.82384,"shape_bfr_ch_1":0.64165,"shape_lwr_ch_1":1.53835,"shape_p_2_a_ch_1":1.48837,"skew_inten_ch_1":0.62178,"skew_inten_ch_3":0.89571,"skew_inten_ch_4":0.69857,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":13554,"total_inten_ch_2":62030,"total_inten_ch_3":13608,"total_inten_ch_4":13882,"var_inten_ch_1":60.63322,"var_inten_ch_3":81.66668,"var_inten_ch_4":85.85688,"width_ch_1":13.3168}
{"case":"Train","class":"PS","angle_ch_1":74.92,"area_ch_1":185,"avg_inten_ch_1":53.72881,"avg_inten_ch_2":2.89266,"avg_inten_ch_3":135.52542,"avg_inten_ch_4":13.54237,"convex_hull_area_ratio_ch_1":1.36979,"convex_hull_perim_ratio_ch_1":0.84474,"diff_inten_density_ch_1":56.63455,"diff_inten_density_ch_3":102.03654,"diff_inten_density_ch_4":8.91362,"entropy_inten_ch_1":6.36202,"entropy_inten_ch_3":6.81778,"entropy_inten_ch_4":1.69775,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":3.60936,"eq_ellipse_oblate_vol_ch_1":365.92901,"eq_ellipse_prolate_vol_ch_1":101.38321,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.45449,"fiber_align_2_ch_4":1.12266,"fiber_length_ch_1":39.43911,"fiber_width_ch_1":5.10285,"inten_cooc_asm_ch_3":0.00704,"inten_cooc_asm_ch_4":0.62448,"inten_cooc_contrast_ch_3":27.34403,"inten_cooc_contrast_ch_4":0.1353,"inten_cooc_entropy_ch_3":7.41008,"inten_cooc_entropy_ch_4":1.50056,"inten_cooc_max_ch_3":0.03205,"inten_cooc_max_ch_4":0.7931,"kurt_inten_ch_1":1.38188,"kurt_inten_ch_3":3.75621,"kurt_inten_ch_4":5.2266,"length_ch_1":33.57513,"neighbor_avg_dist_ch_1":224.15322,"neighbor_min_dist_ch_1":35.83333,"neighbor_var_dist_ch_1":102.07499,"perim_ch_1":89.08391,"shape_bfr_ch_1":0.44708,"shape_lwr_ch_1":2.7165,"shape_p_2_a_ch_1":3.13795,"skew_inten_ch_1":0.94517,"skew_inten_ch_3":1.40044,"skew_inten_ch_4":2.56322,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9510,"total_inten_ch_2":336,"total_inten_ch_3":23988,"total_inten_ch_4":2397,"var_inten_ch_1":33.19783,"var_inten_ch_3":80.01971,"var_inten_ch_4":34.11495,"width_ch_1":12.35968}
{"case":"Test","class":"WS","angle_ch_1":55.9027,"area_ch_1":214,"avg_inten_ch_1":455.72195,"avg_inten_ch_2":372.68293,"avg_inten_ch_3":67.43415,"avg_inten_ch_4":67.87805,"convex_hull_area_ratio_ch_1":1.01624,"convex_hull_perim_ratio_ch_1":0.98525,"diff_inten_density_ch_1":162.7234,"diff_inten_density_ch_3":86.81915,"diff_inten_density_ch_4":58.32979,"entropy_inten_ch_1":7.42214,"entropy_inten_ch_3":5.48785,"entropy_inten_ch_4":6.57223,"eq_circ_diam_ch_1":16.5406,"eq_ellipse_lwr_ch_1":1.43976,"eq_ellipse_oblate_vol_ch_1":288.06921,"eq_ellipse_prolate_vol_ch_1":200.08192,"eq_sphere_area_ch_1":859.51247,"eq_sphere_vol_ch_1":2369.47476,"fiber_align_2_ch_3":1.47226,"fiber_align_2_ch_4":1.03158,"fiber_length_ch_1":14.25616,"fiber_width_ch_1":14.25616,"inten_cooc_asm_ch_3":0.05785,"inten_cooc_asm_ch_4":0.00652,"inten_cooc_contrast_ch_3":12.33855,"inten_cooc_contrast_ch_4":18.91561,"inten_cooc_entropy_ch_3":5.98428,"inten_cooc_entropy_ch_4":7.46866,"inten_cooc_max_ch_3":0.2328,"inten_cooc_max_ch_4":0.01604,"kurt_inten_ch_1":-0.59721,"kurt_inten_ch_3":3.22342,"kurt_inten_ch_4":0.25755,"length_ch_1":20.42598,"neighbor_avg_dist_ch_1":170.66072,"neighbor_min_dist_ch_1":21.3041,"neighbor_var_dist_ch_1":77.32065,"perim_ch_1":57.02464,"shape_bfr_ch_1":0.72726,"shape_lwr_ch_1":1.41208,"shape_p_2_a_ch_1":1.14558,"skew_inten_ch_1":0.10577,"skew_inten_ch_3":1.77065,"skew_inten_ch_4":0.70983,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":93423,"total_inten_ch_2":76196,"total_inten_ch_3":13824,"total_inten_ch_4":13915,"var_inten_ch_1":208.38966,"var_inten_ch_3":87.42033,"var_inten_ch_4":47.61748,"width_ch_1":14.46513}
{"case":"Test","class":"WS","angle_ch_1":144.80864,"area_ch_1":190,"avg_inten_ch_1":96.96154,"avg_inten_ch_2":167.74725,"avg_inten_ch_3":77.93956,"avg_inten_ch_4":6.64286,"convex_hull_area_ratio_ch_1":1.18547,"convex_hull_perim_ratio_ch_1":0.88469,"diff_inten_density_ch_1":77.17901,"diff_inten_density_ch_3":81.7284,"diff_inten_density_ch_4":14.69753,"entropy_inten_ch_1":6.78645,"entropy_inten_ch_3":5.06947,"entropy_inten_ch_4":3.58286,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":1.96133,"eq_ellipse_oblate_vol_ch_1":281.25716,"eq_ellipse_prolate_vol_ch_1":143.4015,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.46322,"fiber_align_2_ch_4":1,"fiber_length_ch_1":26.52695,"fiber_width_ch_1":7.61632,"inten_cooc_asm_ch_3":0.057,"inten_cooc_asm_ch_4":0.06581,"inten_cooc_contrast_ch_3":6.84131,"inten_cooc_contrast_ch_4":15.05991,"inten_cooc_entropy_ch_3":5.59359,"inten_cooc_entropy_ch_4":5.50915,"inten_cooc_max_ch_3":0.21951,"inten_cooc_max_ch_4":0.2375,"kurt_inten_ch_1":4.68312,"kurt_inten_ch_3":7.60332,"kurt_inten_ch_4":46.25128,"length_ch_1":24.65085,"neighbor_avg_dist_ch_1":210.582,"neighbor_min_dist_ch_1":25.099,"neighbor_var_dist_ch_1":101.13108,"perim_ch_1":68.28654,"shape_bfr_ch_1":0.51568,"shape_lwr_ch_1":1.6426,"shape_p_2_a_ch_1":1.83664,"skew_inten_ch_1":1.94582,"skew_inten_ch_3":2.67928,"skew_inten_ch_4":5.62663,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":17647,"total_inten_ch_2":30349,"total_inten_ch_3":14185,"total_inten_ch_4":1209,"var_inten_ch_1":79.00997,"var_inten_ch_3":134.02137,"var_inten_ch_4":11.94442,"width_ch_1":15.00718}
{"case":"Train","class":"PS","angle_ch_1":83.61245,"area_ch_1":250,"avg_inten_ch_1":56.66527,"avg_inten_ch_2":111.55649,"avg_inten_ch_3":17.29289,"avg_inten_ch_4":230.68619,"convex_hull_area_ratio_ch_1":1.15005,"convex_hull_perim_ratio_ch_1":0.95597,"diff_inten_density_ch_1":48.00463,"diff_inten_density_ch_3":16.85648,"diff_inten_density_ch_4":93.22685,"entropy_inten_ch_1":6.45845,"entropy_inten_ch_3":4.10972,"entropy_inten_ch_4":6.77247,"eq_circ_diam_ch_1":17.85966,"eq_ellipse_lwr_ch_1":3.82045,"eq_ellipse_oblate_vol_ch_1":590.71172,"eq_ellipse_prolate_vol_ch_1":154.61842,"eq_sphere_area_ch_1":1002.06576,"eq_sphere_vol_ch_1":2982.75888,"fiber_align_2_ch_3":1.45833,"fiber_align_2_ch_4":1.28573,"fiber_length_ch_1":33.39341,"fiber_width_ch_1":7.79232,"inten_cooc_asm_ch_3":0.15079,"inten_cooc_asm_ch_4":0.02561,"inten_cooc_contrast_ch_3":4.91707,"inten_cooc_contrast_ch_4":5.36724,"inten_cooc_entropy_ch_3":4.85599,"inten_cooc_entropy_ch_4":6.527,"inten_cooc_max_ch_3":0.38835,"inten_cooc_max_ch_4":0.14563,"kurt_inten_ch_1":-0.73907,"kurt_inten_ch_3":0.34031,"kurt_inten_ch_4":-1.30662,"length_ch_1":34.25939,"neighbor_avg_dist_ch_1":204.01052,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":79.21563,"perim_ch_1":82.37146,"shape_bfr_ch_1":0.65962,"shape_lwr_ch_1":3.0904,"shape_p_2_a_ch_1":2.07498,"skew_inten_ch_1":0.26516,"skew_inten_ch_3":1.13893,"skew_inten_ch_4":0.01686,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":13543,"total_inten_ch_2":26424,"total_inten_ch_3":4133,"total_inten_ch_4":55134,"var_inten_ch_1":30.11465,"var_inten_ch_3":21.94435,"var_inten_ch_4":163.35578,"width_ch_1":11.08575}
{"case":"Test","class":"PS","angle_ch_1":107.68104,"area_ch_1":167,"avg_inten_ch_1":48.0625,"avg_inten_ch_2":202.31875,"avg_inten_ch_3":67.43125,"avg_inten_ch_4":194.0375,"convex_hull_area_ratio_ch_1":1.23442,"convex_hull_perim_ratio_ch_1":0.91076,"diff_inten_density_ch_1":53.41844,"diff_inten_density_ch_3":68.51773,"diff_inten_density_ch_4":135.53191,"entropy_inten_ch_1":6.18001,"entropy_inten_ch_3":4.3806,"entropy_inten_ch_4":6.14084,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":2.26376,"eq_ellipse_oblate_vol_ch_1":249.06706,"eq_ellipse_prolate_vol_ch_1":110.02383,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.70383,"fiber_align_2_ch_4":1.69621,"fiber_length_ch_1":26.39056,"fiber_width_ch_1":6.69252,"inten_cooc_asm_ch_3":0.17151,"inten_cooc_asm_ch_4":0.02568,"inten_cooc_contrast_ch_3":3.11156,"inten_cooc_contrast_ch_4":7.1958,"inten_cooc_entropy_ch_3":4.38953,"inten_cooc_entropy_ch_4":6.28889,"inten_cooc_max_ch_3":0.41667,"inten_cooc_max_ch_4":0.14493,"kurt_inten_ch_1":1.45797,"kurt_inten_ch_3":1.83454,"kurt_inten_ch_4":-0.95211,"length_ch_1":23.59388,"neighbor_avg_dist_ch_1":292.71461,"neighbor_min_dist_ch_1":15.49305,"neighbor_var_dist_ch_1":133.23773,"perim_ch_1":66.16617,"shape_bfr_ch_1":0.52214,"shape_lwr_ch_1":1.7331,"shape_p_2_a_ch_1":1.97252,"skew_inten_ch_1":1.00542,"skew_inten_ch_3":1.69109,"skew_inten_ch_4":0.37562,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7690,"total_inten_ch_2":32212,"total_inten_ch_3":10789,"total_inten_ch_4":31046,"var_inten_ch_1":30.31454,"var_inten_ch_3":103.89367,"var_inten_ch_4":163.08138,"width_ch_1":13.61366}
{"case":"Train","class":"PS","angle_ch_1":77.48192,"area_ch_1":163,"avg_inten_ch_1":24.48718,"avg_inten_ch_2":3.3141,"avg_inten_ch_3":45.87821,"avg_inten_ch_4":40.45513,"convex_hull_area_ratio_ch_1":1.15152,"convex_hull_perim_ratio_ch_1":0.93118,"diff_inten_density_ch_1":34.36496,"diff_inten_density_ch_3":26.62774,"diff_inten_density_ch_4":30.34307,"entropy_inten_ch_1":5.33695,"entropy_inten_ch_3":5.53986,"entropy_inten_ch_4":5.90529,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":3.28332,"eq_ellipse_oblate_vol_ch_1":288.77844,"eq_ellipse_prolate_vol_ch_1":87.9533,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.17908,"fiber_align_2_ch_4":1.8199,"fiber_length_ch_1":26.17599,"fiber_width_ch_1":6.60723,"inten_cooc_asm_ch_3":0.02085,"inten_cooc_asm_ch_4":0.00847,"inten_cooc_contrast_ch_3":8.25426,"inten_cooc_contrast_ch_4":19.60716,"inten_cooc_entropy_ch_3":6.52884,"inten_cooc_entropy_ch_4":7.12725,"inten_cooc_max_ch_3":0.11189,"inten_cooc_max_ch_4":0.03497,"kurt_inten_ch_1":-0.49592,"kurt_inten_ch_3":-1.19556,"kurt_inten_ch_4":-0.83929,"length_ch_1":26.54014,"neighbor_avg_dist_ch_1":257.63119,"neighbor_min_dist_ch_1":24.61405,"neighbor_var_dist_ch_1":115.39934,"perim_ch_1":65.56643,"shape_bfr_ch_1":0.62341,"shape_lwr_ch_1":2.68547,"shape_p_2_a_ch_1":1.97801,"skew_inten_ch_1":0.35528,"skew_inten_ch_3":0.04633,"skew_inten_ch_4":0.08547,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3820,"total_inten_ch_2":362,"total_inten_ch_3":7157,"total_inten_ch_4":6311,"var_inten_ch_1":17.14811,"var_inten_ch_3":34.2673,"var_inten_ch_4":23.25619,"width_ch_1":9.88287}
{"case":"Train","class":"PS","angle_ch_1":80.34668,"area_ch_1":359,"avg_inten_ch_1":49.87464,"avg_inten_ch_2":62.19534,"avg_inten_ch_3":91.41399,"avg_inten_ch_4":62.75219,"convex_hull_area_ratio_ch_1":1.24441,"convex_hull_perim_ratio_ch_1":0.78821,"diff_inten_density_ch_1":53.35161,"diff_inten_density_ch_3":80.62903,"diff_inten_density_ch_4":60.14516,"entropy_inten_ch_1":6.51855,"entropy_inten_ch_3":6.59754,"entropy_inten_ch_4":5.06443,"eq_circ_diam_ch_1":21.39544,"eq_ellipse_lwr_ch_1":2.25239,"eq_ellipse_oblate_vol_ch_1":779.80186,"eq_ellipse_prolate_vol_ch_1":346.21126,"eq_sphere_area_ch_1":1438.11111,"eq_sphere_vol_ch_1":5128.17073,"fiber_align_2_ch_3":1.04849,"fiber_align_2_ch_4":1.62258,"fiber_length_ch_1":49.55516,"fiber_width_ch_1":7.57238,"inten_cooc_asm_ch_3":0.01898,"inten_cooc_asm_ch_4":0.13582,"inten_cooc_contrast_ch_3":9.72209,"inten_cooc_contrast_ch_4":5.30277,"inten_cooc_entropy_ch_3":6.80239,"inten_cooc_entropy_ch_4":5.06055,"inten_cooc_max_ch_3":0.1051,"inten_cooc_max_ch_4":0.37908,"kurt_inten_ch_1":14.18396,"kurt_inten_ch_3":14.94668,"kurt_inten_ch_4":0.61674,"length_ch_1":36.54846,"neighbor_avg_dist_ch_1":263.47905,"neighbor_min_dist_ch_1":15.66127,"neighbor_var_dist_ch_1":124.5342,"perim_ch_1":114.25507,"shape_bfr_ch_1":0.52478,"shape_lwr_ch_1":1.94978,"shape_p_2_a_ch_1":2.76833,"skew_inten_ch_1":2.9193,"skew_inten_ch_3":3.02465,"skew_inten_ch_4":1.212,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":12,"total_inten_ch_1":17107,"total_inten_ch_2":20991,"total_inten_ch_3":31355,"total_inten_ch_4":21524,"var_inten_ch_1":40.93996,"var_inten_ch_3":103.76747,"var_inten_ch_4":80.25989,"width_ch_1":18.74495}
{"case":"Train","class":"PS","angle_ch_1":48.28841,"area_ch_1":466,"avg_inten_ch_1":189.49213,"avg_inten_ch_2":223.62022,"avg_inten_ch_3":282.92584,"avg_inten_ch_4":245.41573,"convex_hull_area_ratio_ch_1":1.23294,"convex_hull_perim_ratio_ch_1":0.83885,"diff_inten_density_ch_1":112.07022,"diff_inten_density_ch_3":226.82567,"diff_inten_density_ch_4":176.01453,"entropy_inten_ch_1":7.91078,"entropy_inten_ch_3":7.44142,"entropy_inten_ch_4":6.56506,"eq_circ_diam_ch_1":24.36993,"eq_ellipse_lwr_ch_1":1.6399,"eq_ellipse_oblate_vol_ch_1":983.26326,"eq_ellipse_prolate_vol_ch_1":599.58853,"eq_sphere_area_ch_1":1865.77098,"eq_sphere_vol_ch_1":7578.11711,"fiber_align_2_ch_3":1.20892,"fiber_align_2_ch_4":1.4583,"fiber_length_ch_1":42.90594,"fiber_width_ch_1":11.27438,"inten_cooc_asm_ch_3":0.01669,"inten_cooc_asm_ch_4":0.04946,"inten_cooc_contrast_ch_3":9.80626,"inten_cooc_contrast_ch_4":6.40913,"inten_cooc_entropy_ch_3":7.02907,"inten_cooc_entropy_ch_4":6.1641,"inten_cooc_max_ch_3":0.10337,"inten_cooc_max_ch_4":0.21154,"kurt_inten_ch_1":3.78316,"kurt_inten_ch_3":7.59766,"kurt_inten_ch_4":-0.36252,"length_ch_1":30.87064,"neighbor_avg_dist_ch_1":196.51721,"neighbor_min_dist_ch_1":19.77305,"neighbor_var_dist_ch_1":89.8582,"perim_ch_1":108.36064,"shape_bfr_ch_1":0.66818,"shape_lwr_ch_1":1.36518,"shape_p_2_a_ch_1":1.93162,"skew_inten_ch_1":1.40398,"skew_inten_ch_3":2.33989,"skew_inten_ch_4":0.76253,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":84324,"total_inten_ch_2":99067,"total_inten_ch_3":125902,"total_inten_ch_4":109210,"var_inten_ch_1":128.72527,"var_inten_ch_3":328.16868,"var_inten_ch_4":242.74508,"width_ch_1":22.6129}
{"case":"Test","class":"WS","angle_ch_1":71.01065,"area_ch_1":272,"avg_inten_ch_1":367.11923,"avg_inten_ch_2":577.66538,"avg_inten_ch_3":206.93077,"avg_inten_ch_4":137.95,"convex_hull_area_ratio_ch_1":1.2129,"convex_hull_perim_ratio_ch_1":0.89466,"diff_inten_density_ch_1":137.49367,"diff_inten_density_ch_3":150.59494,"diff_inten_density_ch_4":133.98312,"entropy_inten_ch_1":7.54201,"entropy_inten_ch_3":6.53396,"entropy_inten_ch_4":6.30815,"eq_circ_diam_ch_1":18.62777,"eq_ellipse_lwr_ch_1":1.99057,"eq_ellipse_oblate_vol_ch_1":483.80516,"eq_ellipse_prolate_vol_ch_1":243.04834,"eq_sphere_area_ch_1":1090.11338,"eq_sphere_vol_ch_1":3384.39713,"fiber_align_2_ch_3":1.50092,"fiber_align_2_ch_4":1.48416,"fiber_length_ch_1":30.7358,"fiber_width_ch_1":9.25047,"inten_cooc_asm_ch_3":0.04042,"inten_cooc_asm_ch_4":0.02719,"inten_cooc_contrast_ch_3":5.40084,"inten_cooc_contrast_ch_4":10.06329,"inten_cooc_entropy_ch_3":6.19008,"inten_cooc_entropy_ch_4":6.56674,"inten_cooc_max_ch_3":0.18565,"inten_cooc_max_ch_4":0.14768,"kurt_inten_ch_1":-0.48565,"kurt_inten_ch_3":1.51073,"kurt_inten_ch_4":1.53031,"length_ch_1":26.29514,"neighbor_avg_dist_ch_1":176.88064,"neighbor_min_dist_ch_1":23.16617,"neighbor_var_dist_ch_1":76.49792,"perim_ch_1":79.97252,"shape_bfr_ch_1":0.64152,"shape_lwr_ch_1":1.6276,"shape_p_2_a_ch_1":1.79003,"skew_inten_ch_1":-0.51924,"skew_inten_ch_3":1.45655,"skew_inten_ch_4":1.35578,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":95451,"total_inten_ch_2":149934,"total_inten_ch_3":53802,"total_inten_ch_4":35867,"var_inten_ch_1":151.80495,"var_inten_ch_3":238.93159,"var_inten_ch_4":151.16087,"width_ch_1":16.15577}
{"case":"Train","class":"PS","angle_ch_1":174.8999,"area_ch_1":184,"avg_inten_ch_1":40.47727,"avg_inten_ch_2":6.34659,"avg_inten_ch_3":74.82955,"avg_inten_ch_4":4.19318,"convex_hull_area_ratio_ch_1":1.2963,"convex_hull_perim_ratio_ch_1":0.84394,"diff_inten_density_ch_1":51.72549,"diff_inten_density_ch_3":98.04575,"diff_inten_density_ch_4":7.5098,"entropy_inten_ch_1":6.05004,"entropy_inten_ch_3":5.91796,"entropy_inten_ch_4":3.41762,"eq_circ_diam_ch_1":15.32606,"eq_ellipse_lwr_ch_1":2.76937,"eq_ellipse_oblate_vol_ch_1":317.81997,"eq_ellipse_prolate_vol_ch_1":114.76248,"eq_sphere_area_ch_1":737.9229,"eq_sphere_vol_ch_1":1884.90861,"fiber_align_2_ch_3":1.67674,"fiber_align_2_ch_4":1.89817,"fiber_length_ch_1":32.47434,"fiber_width_ch_1":6.10042,"inten_cooc_asm_ch_3":0.02246,"inten_cooc_asm_ch_4":0.03779,"inten_cooc_contrast_ch_3":14.89756,"inten_cooc_contrast_ch_4":14.65987,"inten_cooc_entropy_ch_3":6.65213,"inten_cooc_entropy_ch_4":5.91129,"inten_cooc_max_ch_3":0.12821,"inten_cooc_max_ch_4":0.17308,"kurt_inten_ch_1":2.55172,"kurt_inten_ch_3":5.2982,"kurt_inten_ch_4":0.35894,"length_ch_1":25.94897,"neighbor_avg_dist_ch_1":267.25527,"neighbor_min_dist_ch_1":22.61669,"neighbor_var_dist_ch_1":112.60178,"perim_ch_1":77.14951,"shape_bfr_ch_1":0.60908,"shape_lwr_ch_1":2.22311,"shape_p_2_a_ch_1":2.39086,"skew_inten_ch_1":1.49207,"skew_inten_ch_3":2.09981,"skew_inten_ch_4":1.00531,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7124,"total_inten_ch_2":942,"total_inten_ch_3":13170,"total_inten_ch_4":738,"var_inten_ch_1":33.90544,"var_inten_ch_3":93.83777,"var_inten_ch_4":4.4705,"width_ch_1":11.67238}
{"case":"Test","class":"PS","angle_ch_1":73.61566,"area_ch_1":233,"avg_inten_ch_1":30.0852,"avg_inten_ch_2":242.82063,"avg_inten_ch_3":34.25112,"avg_inten_ch_4":99.75785,"convex_hull_area_ratio_ch_1":1.15048,"convex_hull_perim_ratio_ch_1":0.84571,"diff_inten_density_ch_1":41.18905,"diff_inten_density_ch_3":34.91045,"diff_inten_density_ch_4":67.15423,"entropy_inten_ch_1":5.84469,"entropy_inten_ch_3":3.89573,"entropy_inten_ch_4":6.34025,"eq_circ_diam_ch_1":17.25149,"eq_ellipse_lwr_ch_1":1.34811,"eq_ellipse_oblate_vol_ch_1":316.25799,"eq_ellipse_prolate_vol_ch_1":234.59361,"eq_sphere_area_ch_1":934.98186,"eq_sphere_vol_ch_1":2688.30531,"fiber_align_2_ch_3":1.73721,"fiber_align_2_ch_4":1.75831,"fiber_length_ch_1":28.64209,"fiber_width_ch_1":8.57261,"inten_cooc_asm_ch_3":0.22782,"inten_cooc_asm_ch_4":0.02044,"inten_cooc_contrast_ch_3":3.07214,"inten_cooc_contrast_ch_4":9.58209,"inten_cooc_entropy_ch_3":4.03782,"inten_cooc_entropy_ch_4":6.71121,"inten_cooc_max_ch_3":0.48259,"inten_cooc_max_ch_4":0.1194,"kurt_inten_ch_1":0.99798,"kurt_inten_ch_3":4.96749,"kurt_inten_ch_4":-1.07493,"length_ch_1":22.53263,"neighbor_avg_dist_ch_1":226.82803,"neighbor_min_dist_ch_1":26.32206,"neighbor_var_dist_ch_1":93.22649,"perim_ch_1":74.4294,"shape_bfr_ch_1":0.5664,"shape_lwr_ch_1":1.23029,"shape_p_2_a_ch_1":1.79539,"skew_inten_ch_1":0.88704,"skew_inten_ch_3":2.13283,"skew_inten_ch_4":0.16528,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6709,"total_inten_ch_2":53927,"total_inten_ch_3":7638,"total_inten_ch_4":22246,"var_inten_ch_1":22.99711,"var_inten_ch_3":54.52658,"var_inten_ch_4":72.92569,"width_ch_1":18.3149}
{"case":"Train","class":"PS","angle_ch_1":58.81113,"area_ch_1":589,"avg_inten_ch_1":32.23843,"avg_inten_ch_2":63.76868,"avg_inten_ch_3":59.97331,"avg_inten_ch_4":57.64769,"convex_hull_area_ratio_ch_1":1.55049,"convex_hull_perim_ratio_ch_1":0.65437,"diff_inten_density_ch_1":42.85069,"diff_inten_density_ch_3":46.17485,"diff_inten_density_ch_4":38.93124,"entropy_inten_ch_1":6.09423,"entropy_inten_ch_3":6.51527,"entropy_inten_ch_4":6.06413,"eq_circ_diam_ch_1":27.38687,"eq_ellipse_lwr_ch_1":1.63901,"eq_ellipse_oblate_vol_ch_1":1395.13902,"eq_ellipse_prolate_vol_ch_1":851.20577,"eq_sphere_area_ch_1":2356.322,"eq_sphere_vol_ch_1":10755.38025,"fiber_align_2_ch_3":1.1941,"fiber_align_2_ch_4":1.585,"fiber_length_ch_1":81.2366,"fiber_width_ch_1":7.63528,"inten_cooc_asm_ch_3":0.01712,"inten_cooc_asm_ch_4":0.04627,"inten_cooc_contrast_ch_3":11.27615,"inten_cooc_contrast_ch_4":5.4976,"inten_cooc_entropy_ch_3":7.06542,"inten_cooc_entropy_ch_4":6.27036,"inten_cooc_max_ch_3":0.10721,"inten_cooc_max_ch_4":0.20858,"kurt_inten_ch_1":-0.27803,"kurt_inten_ch_3":1.12494,"kurt_inten_ch_4":0.45952,"length_ch_1":40.70433,"neighbor_avg_dist_ch_1":282.41989,"neighbor_min_dist_ch_1":39.02581,"neighbor_var_dist_ch_1":122.02477,"perim_ch_1":177.74375,"shape_bfr_ch_1":0.46304,"shape_lwr_ch_1":1.30234,"shape_p_2_a_ch_1":4.05321,"skew_inten_ch_1":0.50304,"skew_inten_ch_3":1.07362,"skew_inten_ch_4":1.05254,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":14,"total_inten_ch_1":18118,"total_inten_ch_2":35277,"total_inten_ch_3":33705,"total_inten_ch_4":32398,"var_inten_ch_1":22.24724,"var_inten_ch_3":51.2208,"var_inten_ch_4":59.27846,"width_ch_1":31.25471}
{"case":"Test","class":"WS","angle_ch_1":96.84972,"area_ch_1":317,"avg_inten_ch_1":52.40924,"avg_inten_ch_2":183.89769,"avg_inten_ch_3":20.46865,"avg_inten_ch_4":15.25743,"convex_hull_area_ratio_ch_1":1.03465,"convex_hull_perim_ratio_ch_1":0.96383,"diff_inten_density_ch_1":47.61348,"diff_inten_density_ch_3":18.76241,"diff_inten_density_ch_4":16.91844,"entropy_inten_ch_1":6.47537,"entropy_inten_ch_3":2.48678,"entropy_inten_ch_4":3.53537,"eq_circ_diam_ch_1":20.10923,"eq_ellipse_lwr_ch_1":2.10763,"eq_ellipse_oblate_vol_ch_1":626.30022,"eq_ellipse_prolate_vol_ch_1":297.15868,"eq_sphere_area_ch_1":1270.40136,"eq_sphere_vol_ch_1":4257.79981,"fiber_align_2_ch_3":1.41028,"fiber_align_2_ch_4":1.64346,"fiber_length_ch_1":25.57386,"fiber_width_ch_1":12.7161,"inten_cooc_asm_ch_3":0.48909,"inten_cooc_asm_ch_4":0.26259,"inten_cooc_contrast_ch_3":0.62986,"inten_cooc_contrast_ch_4":2.95205,"inten_cooc_entropy_ch_3":2.35647,"inten_cooc_entropy_ch_4":3.84986,"inten_cooc_max_ch_3":0.69896,"inten_cooc_max_ch_4":0.50909,"kurt_inten_ch_1":-0.49359,"kurt_inten_ch_3":2.19008,"kurt_inten_ch_4":5.92624,"length_ch_1":29.4389,"neighbor_avg_dist_ch_1":173.57008,"neighbor_min_dist_ch_1":34.03301,"neighbor_var_dist_ch_1":71.20443,"perim_ch_1":76.57992,"shape_bfr_ch_1":0.74108,"shape_lwr_ch_1":2.02222,"shape_p_2_a_ch_1":1.43505,"skew_inten_ch_1":0.21149,"skew_inten_ch_3":1.86181,"skew_inten_ch_4":2.39269,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":15880,"total_inten_ch_2":55419,"total_inten_ch_3":6202,"total_inten_ch_4":4623,"var_inten_ch_1":28.99045,"var_inten_ch_3":40.07277,"var_inten_ch_4":28.09401,"width_ch_1":14.55768}
{"case":"Test","class":"WS","angle_ch_1":151.67663,"area_ch_1":160,"avg_inten_ch_1":152.67974,"avg_inten_ch_2":329.24183,"avg_inten_ch_3":46.39216,"avg_inten_ch_4":37.1634,"convex_hull_area_ratio_ch_1":1.09259,"convex_hull_perim_ratio_ch_1":0.95301,"diff_inten_density_ch_1":89.07299,"diff_inten_density_ch_3":59.29197,"diff_inten_density_ch_4":30.74453,"entropy_inten_ch_1":6.80628,"entropy_inten_ch_3":3.97084,"entropy_inten_ch_4":5.53831,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":1.58389,"eq_ellipse_oblate_vol_ch_1":194.81451,"eq_ellipse_prolate_vol_ch_1":122.99745,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.71857,"fiber_align_2_ch_4":1.36739,"fiber_length_ch_1":17.8529,"fiber_width_ch_1":9.5114,"inten_cooc_asm_ch_3":0.21675,"inten_cooc_asm_ch_4":0.02999,"inten_cooc_contrast_ch_3":5.28865,"inten_cooc_contrast_ch_4":10.9939,"inten_cooc_entropy_ch_3":4.25783,"inten_cooc_entropy_ch_4":6.28024,"inten_cooc_max_ch_3":0.46043,"inten_cooc_max_ch_4":0.14815,"kurt_inten_ch_1":-0.39321,"kurt_inten_ch_3":4.50031,"kurt_inten_ch_4":0.43015,"length_ch_1":19.62258,"neighbor_avg_dist_ch_1":207.29509,"neighbor_min_dist_ch_1":23.90107,"neighbor_var_dist_ch_1":107.78184,"perim_ch_1":54.7286,"shape_bfr_ch_1":0.61386,"shape_lwr_ch_1":1.47384,"shape_p_2_a_ch_1":1.40366,"skew_inten_ch_1":0.34083,"skew_inten_ch_3":2.09483,"skew_inten_ch_4":1.22893,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":23360,"total_inten_ch_2":50222,"total_inten_ch_3":7098,"total_inten_ch_4":5686,"var_inten_ch_1":84.619,"var_inten_ch_3":72.27103,"var_inten_ch_4":42.14672,"width_ch_1":13.31388}
{"case":"Train","class":"PS","angle_ch_1":152.1529,"area_ch_1":175,"avg_inten_ch_1":75.47305,"avg_inten_ch_2":272.17964,"avg_inten_ch_3":60.02395,"avg_inten_ch_4":136.76647,"convex_hull_area_ratio_ch_1":1.08155,"convex_hull_perim_ratio_ch_1":0.94809,"diff_inten_density_ch_1":64.11258,"diff_inten_density_ch_3":41.30464,"diff_inten_density_ch_4":68.66225,"entropy_inten_ch_1":6.58107,"entropy_inten_ch_3":4.67297,"entropy_inten_ch_4":5.88564,"eq_circ_diam_ch_1":14.92906,"eq_ellipse_lwr_ch_1":1.51427,"eq_ellipse_oblate_vol_ch_1":217.21935,"eq_ellipse_prolate_vol_ch_1":143.44784,"eq_sphere_area_ch_1":700.18821,"eq_sphere_vol_ch_1":1742.19195,"fiber_align_2_ch_3":1.18114,"fiber_align_2_ch_4":1.45928,"fiber_length_ch_1":16.93751,"fiber_width_ch_1":10.81449,"inten_cooc_asm_ch_3":0.13344,"inten_cooc_asm_ch_4":0.04139,"inten_cooc_contrast_ch_3":2.5596,"inten_cooc_contrast_ch_4":7.13576,"inten_cooc_entropy_ch_3":4.78742,"inten_cooc_entropy_ch_4":6.08252,"inten_cooc_max_ch_3":0.35762,"inten_cooc_max_ch_4":0.18543,"kurt_inten_ch_1":-0.28766,"kurt_inten_ch_3":3.35126,"kurt_inten_ch_4":-1.23025,"length_ch_1":18.83933,"neighbor_avg_dist_ch_1":205.17486,"neighbor_min_dist_ch_1":25.32765,"neighbor_var_dist_ch_1":94.84996,"perim_ch_1":55.50399,"shape_bfr_ch_1":0.67915,"shape_lwr_ch_1":1.37702,"shape_p_2_a_ch_1":1.33838,"skew_inten_ch_1":0.43191,"skew_inten_ch_3":1.98008,"skew_inten_ch_4":-0.04952,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":12604,"total_inten_ch_2":45288,"total_inten_ch_3":10024,"total_inten_ch_4":22840,"var_inten_ch_1":43.67241,"var_inten_ch_3":94.64007,"var_inten_ch_4":101.01437,"width_ch_1":13.68119}
{"case":"Train","class":"PS","angle_ch_1":31.20411,"area_ch_1":303,"avg_inten_ch_1":50.13448,"avg_inten_ch_2":4.85517,"avg_inten_ch_3":116.45862,"avg_inten_ch_4":118.86207,"convex_hull_area_ratio_ch_1":1.1572,"convex_hull_perim_ratio_ch_1":0.93639,"diff_inten_density_ch_1":46.24528,"diff_inten_density_ch_3":70.9283,"diff_inten_density_ch_4":68.1283,"entropy_inten_ch_1":6.48906,"entropy_inten_ch_3":7.29151,"entropy_inten_ch_4":6.69953,"eq_circ_diam_ch_1":19.67312,"eq_ellipse_lwr_ch_1":2.8476,"eq_ellipse_oblate_vol_ch_1":681.64476,"eq_ellipse_prolate_vol_ch_1":239.37511,"eq_sphere_area_ch_1":1215.89569,"eq_sphere_vol_ch_1":3986.74348,"fiber_align_2_ch_3":1.45324,"fiber_align_2_ch_4":1.75966,"fiber_length_ch_1":32.90675,"fiber_width_ch_1":9.67542,"inten_cooc_asm_ch_3":0.0068,"inten_cooc_asm_ch_4":0.01732,"inten_cooc_contrast_ch_3":10.97512,"inten_cooc_contrast_ch_4":11.089,"inten_cooc_entropy_ch_3":7.43171,"inten_cooc_entropy_ch_4":6.96697,"inten_cooc_max_ch_3":0.01527,"inten_cooc_max_ch_4":0.11567,"kurt_inten_ch_1":0.3424,"kurt_inten_ch_3":-0.21877,"kurt_inten_ch_4":-0.54727,"length_ch_1":34.25216,"neighbor_avg_dist_ch_1":323.51352,"neighbor_min_dist_ch_1":19.45238,"neighbor_var_dist_ch_1":123.63199,"perim_ch_1":85.16433,"shape_bfr_ch_1":0.58784,"shape_lwr_ch_1":2.26881,"shape_p_2_a_ch_1":1.81279,"skew_inten_ch_1":0.79986,"skew_inten_ch_3":0.58758,"skew_inten_ch_4":0.09267,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":14539,"total_inten_ch_2":1119,"total_inten_ch_3":33773,"total_inten_ch_4":34470,"var_inten_ch_1":32.63876,"var_inten_ch_3":76.28305,"var_inten_ch_4":78.35724,"width_ch_1":15.09696}
{"case":"Test","class":"WS","angle_ch_1":32.54604,"area_ch_1":320,"avg_inten_ch_1":693.3268,"avg_inten_ch_2":989.5098,"avg_inten_ch_3":84.22222,"avg_inten_ch_4":414.33007,"convex_hull_area_ratio_ch_1":1.19156,"convex_hull_perim_ratio_ch_1":0.86775,"diff_inten_density_ch_1":247.09626,"diff_inten_density_ch_3":41.85918,"diff_inten_density_ch_4":186.07308,"entropy_inten_ch_1":7.99509,"entropy_inten_ch_3":6.89453,"entropy_inten_ch_4":7.84484,"eq_circ_diam_ch_1":20.20854,"eq_ellipse_lwr_ch_1":1.40765,"eq_ellipse_oblate_vol_ch_1":519.45851,"eq_ellipse_prolate_vol_ch_1":369.02562,"eq_sphere_area_ch_1":1282.97959,"eq_sphere_vol_ch_1":4321.19073,"fiber_align_2_ch_3":1.43249,"fiber_align_2_ch_4":1.19415,"fiber_length_ch_1":33.64414,"fiber_width_ch_1":9.96184,"inten_cooc_asm_ch_3":0.00665,"inten_cooc_asm_ch_4":0.00824,"inten_cooc_contrast_ch_3":14.0261,"inten_cooc_contrast_ch_4":7.29682,"inten_cooc_entropy_ch_3":7.52562,"inten_cooc_entropy_ch_4":7.24561,"inten_cooc_max_ch_3":0.01773,"inten_cooc_max_ch_4":0.03226,"kurt_inten_ch_1":-0.45109,"kurt_inten_ch_3":-0.79763,"kurt_inten_ch_4":-0.29779,"length_ch_1":27.32215,"neighbor_avg_dist_ch_1":282.67687,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":127.64953,"perim_ch_1":87.21195,"shape_bfr_ch_1":0.52449,"shape_lwr_ch_1":1.22069,"shape_p_2_a_ch_1":1.80589,"skew_inten_ch_1":0.01776,"skew_inten_ch_3":0.02669,"skew_inten_ch_4":0.29782,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":212158,"total_inten_ch_2":302485,"total_inten_ch_3":25772,"total_inten_ch_4":126785,"var_inten_ch_1":326.1466,"var_inten_ch_3":39.4322,"var_inten_ch_4":247.38044,"width_ch_1":22.38251}
{"case":"Train","class":"PS","angle_ch_1":95.86473,"area_ch_1":218,"avg_inten_ch_1":82.49038,"avg_inten_ch_2":353.66827,"avg_inten_ch_3":42.29808,"avg_inten_ch_4":138.13462,"convex_hull_area_ratio_ch_1":1.01878,"convex_hull_perim_ratio_ch_1":0.98341,"diff_inten_density_ch_1":55.32812,"diff_inten_density_ch_3":40.59896,"diff_inten_density_ch_4":93.23438,"entropy_inten_ch_1":6.6018,"entropy_inten_ch_3":5.73575,"entropy_inten_ch_4":5.33383,"eq_circ_diam_ch_1":16.66119,"eq_ellipse_lwr_ch_1":1.62893,"eq_ellipse_oblate_vol_ch_1":313.16101,"eq_ellipse_prolate_vol_ch_1":192.24959,"eq_sphere_area_ch_1":872.0907,"eq_sphere_vol_ch_1":2421.67745,"fiber_align_2_ch_3":1.6545,"fiber_align_2_ch_4":1.59829,"fiber_length_ch_1":14.88162,"fiber_width_ch_1":14.88162,"inten_cooc_asm_ch_3":0.02254,"inten_cooc_asm_ch_4":0.11436,"inten_cooc_contrast_ch_3":11.54054,"inten_cooc_contrast_ch_4":4.295,"inten_cooc_entropy_ch_3":6.63975,"inten_cooc_entropy_ch_4":5.2118,"inten_cooc_max_ch_3":0.13776,"inten_cooc_max_ch_4":0.33511,"kurt_inten_ch_1":-0.73739,"kurt_inten_ch_3":0.04664,"kurt_inten_ch_4":-0.28438,"length_ch_1":21.10131,"neighbor_avg_dist_ch_1":217.93163,"neighbor_min_dist_ch_1":30.44005,"neighbor_var_dist_ch_1":76.76861,"perim_ch_1":59.52647,"shape_bfr_ch_1":0.76667,"shape_lwr_ch_1":1.56575,"shape_p_2_a_ch_1":1.26296,"skew_inten_ch_1":-0.0906,"skew_inten_ch_3":0.85344,"skew_inten_ch_4":0.8503,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":17158,"total_inten_ch_2":73356,"total_inten_ch_3":8798,"total_inten_ch_4":28732,"var_inten_ch_1":39.03302,"var_inten_ch_3":39.72099,"var_inten_ch_4":151.54658,"width_ch_1":13.47677}
{"case":"Test","class":"PS","angle_ch_1":83.29806,"area_ch_1":156,"avg_inten_ch_1":180.72483,"avg_inten_ch_2":311.48322,"avg_inten_ch_3":399.54362,"avg_inten_ch_4":112.72483,"convex_hull_area_ratio_ch_1":1.11811,"convex_hull_perim_ratio_ch_1":0.93229,"diff_inten_density_ch_1":149.39245,"diff_inten_density_ch_3":320.21509,"diff_inten_density_ch_4":148.6,"entropy_inten_ch_1":6.85169,"entropy_inten_ch_3":7.06645,"entropy_inten_ch_4":3.31353,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.36305,"eq_ellipse_oblate_vol_ch_1":173.68261,"eq_ellipse_prolate_vol_ch_1":127.42234,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.70141,"fiber_align_2_ch_4":1.01558,"fiber_length_ch_1":18.65788,"fiber_width_ch_1":8.91846,"inten_cooc_asm_ch_3":0.00958,"inten_cooc_asm_ch_4":0.28101,"inten_cooc_contrast_ch_3":10.98593,"inten_cooc_contrast_ch_4":2.55431,"inten_cooc_entropy_ch_3":6.93988,"inten_cooc_entropy_ch_4":3.60947,"inten_cooc_max_ch_3":0.0303,"inten_cooc_max_ch_4":0.5303,"kurt_inten_ch_1":0.47006,"kurt_inten_ch_3":0.59419,"kurt_inten_ch_4":8.35653,"length_ch_1":17.76376,"neighbor_avg_dist_ch_1":329.02461,"neighbor_min_dist_ch_1":24.59275,"neighbor_var_dist_ch_1":121.98242,"perim_ch_1":55.15268,"shape_bfr_ch_1":0.62285,"shape_lwr_ch_1":1.25842,"shape_p_2_a_ch_1":1.45468,"skew_inten_ch_1":1.21592,"skew_inten_ch_3":1.22087,"skew_inten_ch_4":2.70798,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":26928,"total_inten_ch_2":46263,"total_inten_ch_3":59532,"total_inten_ch_4":16796,"var_inten_ch_1":165.34336,"var_inten_ch_3":375.98653,"var_inten_ch_4":226.07259,"width_ch_1":14.11591}
{"case":"Train","class":"PS","angle_ch_1":125.1544,"area_ch_1":177,"avg_inten_ch_1":27.31953,"avg_inten_ch_2":55.84615,"avg_inten_ch_3":28.01183,"avg_inten_ch_4":43.93491,"convex_hull_area_ratio_ch_1":1.15586,"convex_hull_perim_ratio_ch_1":0.90589,"diff_inten_density_ch_1":41.79599,"diff_inten_density_ch_3":27.64883,"diff_inten_density_ch_4":32.699,"entropy_inten_ch_1":5.66256,"entropy_inten_ch_3":5.61905,"entropy_inten_ch_4":5.83859,"eq_circ_diam_ch_1":15.01819,"eq_ellipse_lwr_ch_1":1.76937,"eq_ellipse_oblate_vol_ch_1":239.03458,"eq_ellipse_prolate_vol_ch_1":135.096,"eq_sphere_area_ch_1":708.5737,"eq_sphere_vol_ch_1":1773.58233,"fiber_align_2_ch_3":1.20637,"fiber_align_2_ch_4":1,"fiber_length_ch_1":23.36469,"fiber_width_ch_1":8.13123,"inten_cooc_asm_ch_3":0.01305,"inten_cooc_asm_ch_4":0.0065,"inten_cooc_contrast_ch_3":16.92767,"inten_cooc_contrast_ch_4":33.12749,"inten_cooc_entropy_ch_3":6.88969,"inten_cooc_entropy_ch_4":7.4158,"inten_cooc_max_ch_3":0.08667,"inten_cooc_max_ch_4":0.01342,"kurt_inten_ch_1":-0.70546,"kurt_inten_ch_3":-0.4916,"kurt_inten_ch_4":-0.57222,"length_ch_1":21.30408,"neighbor_avg_dist_ch_1":218.45979,"neighbor_min_dist_ch_1":22.73226,"neighbor_var_dist_ch_1":91.2442,"perim_ch_1":62.99184,"shape_bfr_ch_1":0.6165,"shape_lwr_ch_1":1.57955,"shape_p_2_a_ch_1":1.66203,"skew_inten_ch_1":0.30193,"skew_inten_ch_3":0.56901,"skew_inten_ch_4":0.19199,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":4617,"total_inten_ch_2":9270,"total_inten_ch_3":4734,"total_inten_ch_4":7425,"var_inten_ch_1":18.02771,"var_inten_ch_3":22.58003,"var_inten_ch_4":19.58932,"width_ch_1":13.48746}
{"case":"Test","class":"WS","angle_ch_1":84.88798,"area_ch_1":315,"avg_inten_ch_1":539.68439,"avg_inten_ch_2":214.12292,"avg_inten_ch_3":29.45515,"avg_inten_ch_4":80.50831,"convex_hull_area_ratio_ch_1":1.03371,"convex_hull_perim_ratio_ch_1":0.96478,"diff_inten_density_ch_1":173.25357,"diff_inten_density_ch_3":28.01071,"diff_inten_density_ch_4":39.92143,"entropy_inten_ch_1":8.00269,"entropy_inten_ch_3":4.97031,"entropy_inten_ch_4":6.79191,"eq_circ_diam_ch_1":20.04276,"eq_ellipse_lwr_ch_1":1.88114,"eq_ellipse_oblate_vol_ch_1":585.84356,"eq_ellipse_prolate_vol_ch_1":311.43034,"eq_sphere_area_ch_1":1262.01587,"eq_sphere_vol_ch_1":4215.71302,"fiber_align_2_ch_3":1.5957,"fiber_align_2_ch_4":1.36018,"fiber_length_ch_1":21.55513,"fiber_width_ch_1":15.14767,"inten_cooc_asm_ch_3":0.09983,"inten_cooc_asm_ch_4":0.00771,"inten_cooc_contrast_ch_3":7.52048,"inten_cooc_contrast_ch_4":10.21062,"inten_cooc_entropy_ch_3":5.52798,"inten_cooc_entropy_ch_4":7.33384,"inten_cooc_max_ch_3":0.30769,"inten_cooc_max_ch_4":0.02797,"kurt_inten_ch_1":-0.75116,"kurt_inten_ch_3":4.64657,"kurt_inten_ch_4":-0.37076,"length_ch_1":27.98903,"neighbor_avg_dist_ch_1":263.73091,"neighbor_min_dist_ch_1":25.28623,"neighbor_var_dist_ch_1":115.67276,"perim_ch_1":73.40559,"shape_bfr_ch_1":0.71978,"shape_lwr_ch_1":1.78719,"shape_p_2_a_ch_1":1.31326,"skew_inten_ch_1":0.17486,"skew_inten_ch_3":1.91027,"skew_inten_ch_4":0.21915,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":162445,"total_inten_ch_2":64151,"total_inten_ch_3":8866,"total_inten_ch_4":24233,"var_inten_ch_1":277.86852,"var_inten_ch_3":36.58416,"var_inten_ch_4":44.18044,"width_ch_1":15.66096}
{"case":"Train","class":"PS","angle_ch_1":179.07267,"area_ch_1":194,"avg_inten_ch_1":35.76344,"avg_inten_ch_2":94.54301,"avg_inten_ch_3":77.14516,"avg_inten_ch_4":97.80645,"convex_hull_area_ratio_ch_1":1.17268,"convex_hull_perim_ratio_ch_1":0.9434,"diff_inten_density_ch_1":43.88095,"diff_inten_density_ch_3":56.38095,"diff_inten_density_ch_4":66.2619,"entropy_inten_ch_1":5.88265,"entropy_inten_ch_3":6.2942,"entropy_inten_ch_4":6.39842,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":1.95982,"eq_ellipse_oblate_vol_ch_1":290.46834,"eq_ellipse_prolate_vol_ch_1":148.21192,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":1.73892,"fiber_align_2_ch_4":1.63342,"fiber_length_ch_1":23.35092,"fiber_width_ch_1":8.70835,"inten_cooc_asm_ch_3":0.00631,"inten_cooc_asm_ch_4":0.01287,"inten_cooc_contrast_ch_3":31.15322,"inten_cooc_contrast_ch_4":11.62663,"inten_cooc_entropy_ch_3":7.49815,"inten_cooc_entropy_ch_4":6.89201,"inten_cooc_max_ch_3":0.01818,"inten_cooc_max_ch_4":0.07602,"kurt_inten_ch_1":0.10713,"kurt_inten_ch_3":-0.14407,"kurt_inten_ch_4":-0.94533,"length_ch_1":21.54689,"neighbor_avg_dist_ch_1":236.27423,"neighbor_min_dist_ch_1":55.70126,"neighbor_var_dist_ch_1":93.94058,"perim_ch_1":64.11855,"shape_bfr_ch_1":0.67656,"shape_lwr_ch_1":1.6111,"shape_p_2_a_ch_1":1.60885,"skew_inten_ch_1":0.47506,"skew_inten_ch_3":-0.17187,"skew_inten_ch_4":0.13576,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":6652,"total_inten_ch_2":17400,"total_inten_ch_3":14349,"total_inten_ch_4":18192,"var_inten_ch_1":21.51214,"var_inten_ch_3":36.53302,"var_inten_ch_4":68.59853,"width_ch_1":13.37406}
{"case":"Test","class":"WS","angle_ch_1":17.92967,"area_ch_1":321,"avg_inten_ch_1":861.17264,"avg_inten_ch_2":347.9772,"avg_inten_ch_3":40.74919,"avg_inten_ch_4":267.99023,"convex_hull_area_ratio_ch_1":1.17296,"convex_hull_perim_ratio_ch_1":0.88002,"diff_inten_density_ch_1":258.73898,"diff_inten_density_ch_3":42.55908,"diff_inten_density_ch_4":146.87654,"entropy_inten_ch_1":7.90452,"entropy_inten_ch_3":4.48202,"entropy_inten_ch_4":6.46555,"eq_circ_diam_ch_1":20.24153,"eq_ellipse_lwr_ch_1":1.38305,"eq_ellipse_oblate_vol_ch_1":517.42548,"eq_ellipse_prolate_vol_ch_1":374.11956,"eq_sphere_area_ch_1":1287.17234,"eq_sphere_vol_ch_1":4342.39033,"fiber_align_2_ch_3":1.30469,"fiber_align_2_ch_4":1.30716,"fiber_length_ch_1":30.64509,"fiber_width_ch_1":10.87688,"inten_cooc_asm_ch_3":0.17696,"inten_cooc_asm_ch_4":0.05701,"inten_cooc_contrast_ch_3":4.63964,"inten_cooc_contrast_ch_4":7.05575,"inten_cooc_entropy_ch_3":4.71682,"inten_cooc_entropy_ch_4":6.13588,"inten_cooc_max_ch_3":0.41754,"inten_cooc_max_ch_4":0.2305,"kurt_inten_ch_1":-0.03887,"kurt_inten_ch_3":5.26216,"kurt_inten_ch_4":-1.06112,"length_ch_1":24.86836,"neighbor_avg_dist_ch_1":211.38471,"neighbor_min_dist_ch_1":35.36221,"neighbor_var_dist_ch_1":86.90678,"perim_ch_1":83.04395,"shape_bfr_ch_1":0.62556,"shape_lwr_ch_1":1.20222,"shape_p_2_a_ch_1":1.64641,"skew_inten_ch_1":-0.72792,"skew_inten_ch_3":2.09921,"skew_inten_ch_4":0.15218,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":264380,"total_inten_ch_2":106523,"total_inten_ch_3":12510,"total_inten_ch_4":82273,"var_inten_ch_1":318.05746,"var_inten_ch_3":60.07345,"var_inten_ch_4":209.79501,"width_ch_1":20.68538}
{"case":"Test","class":"PS","angle_ch_1":87.96819,"area_ch_1":211,"avg_inten_ch_1":79.31188,"avg_inten_ch_2":241.30693,"avg_inten_ch_3":4.33168,"avg_inten_ch_4":83.94554,"convex_hull_area_ratio_ch_1":1.03952,"convex_hull_perim_ratio_ch_1":0.97264,"diff_inten_density_ch_1":51.65768,"diff_inten_density_ch_3":6.20216,"diff_inten_density_ch_4":45.91644,"entropy_inten_ch_1":6.61785,"entropy_inten_ch_3":1.57827,"entropy_inten_ch_4":4.25279,"eq_circ_diam_ch_1":16.41912,"eq_ellipse_lwr_ch_1":1.42461,"eq_ellipse_oblate_vol_ch_1":280.28282,"eq_ellipse_prolate_vol_ch_1":196.74365,"eq_sphere_area_ch_1":846.93424,"eq_sphere_vol_ch_1":2317.65266,"fiber_align_2_ch_3":1.61517,"fiber_align_2_ch_4":1.15435,"fiber_length_ch_1":14.68777,"fiber_width_ch_1":14.68777,"inten_cooc_asm_ch_3":0.62244,"inten_cooc_asm_ch_4":0.2246,"inten_cooc_contrast_ch_3":0.4113,"inten_cooc_contrast_ch_4":1.38984,"inten_cooc_entropy_ch_3":1.61963,"inten_cooc_entropy_ch_4":3.96497,"inten_cooc_max_ch_3":0.78723,"inten_cooc_max_ch_4":0.4734,"kurt_inten_ch_1":-0.36213,"kurt_inten_ch_3":5.33496,"kurt_inten_ch_4":0.17308,"length_ch_1":19.54905,"neighbor_avg_dist_ch_1":209.85509,"neighbor_min_dist_ch_1":18.54198,"neighbor_var_dist_ch_1":98.03885,"perim_ch_1":58.75108,"shape_bfr_ch_1":0.79265,"shape_lwr_ch_1":1.43068,"shape_p_2_a_ch_1":1.25532,"skew_inten_ch_1":0.59726,"skew_inten_ch_3":2.50261,"skew_inten_ch_4":1.20867,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":16021,"total_inten_ch_2":48543,"total_inten_ch_3":875,"total_inten_ch_4":16957,"var_inten_ch_1":51.47697,"var_inten_ch_3":10.60235,"var_inten_ch_4":114.89704,"width_ch_1":13.66414}
{"case":"Test","class":"PS","angle_ch_1":27.39865,"area_ch_1":496,"avg_inten_ch_1":48.58861,"avg_inten_ch_2":3.94304,"avg_inten_ch_3":121.5211,"avg_inten_ch_4":21.24262,"convex_hull_area_ratio_ch_1":1.89259,"convex_hull_perim_ratio_ch_1":0.73306,"diff_inten_density_ch_1":47.57683,"diff_inten_density_ch_3":72.81324,"diff_inten_density_ch_4":17.52246,"entropy_inten_ch_1":6.58148,"entropy_inten_ch_3":7.51165,"entropy_inten_ch_4":3.64674,"eq_circ_diam_ch_1":25.15147,"eq_ellipse_lwr_ch_1":2.19881,"eq_ellipse_oblate_vol_ch_1":1251.64872,"eq_ellipse_prolate_vol_ch_1":569.24033,"eq_sphere_area_ch_1":1987.36054,"eq_sphere_vol_ch_1":8330.84028,"fiber_align_2_ch_3":1.35203,"fiber_align_2_ch_4":1.34156,"fiber_length_ch_1":79.46911,"fiber_width_ch_1":6.6312,"inten_cooc_asm_ch_3":0.00615,"inten_cooc_asm_ch_4":0.27382,"inten_cooc_contrast_ch_3":14.4313,"inten_cooc_contrast_ch_4":1.65392,"inten_cooc_entropy_ch_3":7.64438,"inten_cooc_entropy_ch_4":3.71707,"inten_cooc_max_ch_3":0.02381,"inten_cooc_max_ch_4":0.52619,"kurt_inten_ch_1":-0.30342,"kurt_inten_ch_3":-0.20219,"kurt_inten_ch_4":4.69809,"length_ch_1":50.42605,"neighbor_avg_dist_ch_1":186.52694,"neighbor_min_dist_ch_1":18.87811,"neighbor_var_dist_ch_1":78.01662,"perim_ch_1":172.20063,"shape_bfr_ch_1":0.33222,"shape_lwr_ch_1":1.70026,"shape_p_2_a_ch_1":4.47782,"skew_inten_ch_1":0.48884,"skew_inten_ch_3":0.48614,"skew_inten_ch_4":2.07508,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":23031,"total_inten_ch_2":1396,"total_inten_ch_3":57601,"total_inten_ch_4":10069,"var_inten_ch_1":29.99088,"var_inten_ch_3":70.93909,"var_inten_ch_4":35.82032,"width_ch_1":29.65793}
{"case":"Train","class":"PS","angle_ch_1":5.42383,"area_ch_1":163,"avg_inten_ch_1":165.32692,"avg_inten_ch_2":63.16026,"avg_inten_ch_3":408.27564,"avg_inten_ch_4":113.4359,"convex_hull_area_ratio_ch_1":1.09174,"convex_hull_perim_ratio_ch_1":0.95553,"diff_inten_density_ch_1":133.77419,"diff_inten_density_ch_3":329.57348,"diff_inten_density_ch_4":109.75269,"entropy_inten_ch_1":6.85265,"entropy_inten_ch_3":7.04979,"entropy_inten_ch_4":3.57809,"eq_circ_diam_ch_1":14.42901,"eq_ellipse_lwr_ch_1":2.5039,"eq_ellipse_oblate_vol_ch_1":252.18368,"eq_ellipse_prolate_vol_ch_1":100.71634,"eq_sphere_area_ch_1":654.06803,"eq_sphere_vol_ch_1":1572.92565,"fiber_align_2_ch_3":1.74693,"fiber_align_2_ch_4":1.64934,"fiber_length_ch_1":21.20618,"fiber_width_ch_1":8.08153,"inten_cooc_asm_ch_3":0.009,"inten_cooc_asm_ch_4":0.26184,"inten_cooc_contrast_ch_3":13.68363,"inten_cooc_contrast_ch_4":1.99524,"inten_cooc_entropy_ch_3":7.03449,"inten_cooc_entropy_ch_4":3.67412,"inten_cooc_max_ch_3":0.02759,"inten_cooc_max_ch_4":0.51724,"kurt_inten_ch_1":0.54806,"kurt_inten_ch_3":0.30128,"kurt_inten_ch_4":1.76859,"length_ch_1":22.81006,"neighbor_avg_dist_ch_1":286.38988,"neighbor_min_dist_ch_1":52.22432,"neighbor_var_dist_ch_1":121.89044,"perim_ch_1":58.57542,"shape_bfr_ch_1":0.70023,"shape_lwr_ch_1":2.22808,"shape_p_2_a_ch_1":1.59317,"skew_inten_ch_1":1.18337,"skew_inten_ch_3":1.10937,"skew_inten_ch_4":1.73902,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":25791,"total_inten_ch_2":9698,"total_inten_ch_3":63691,"total_inten_ch_4":17696,"var_inten_ch_1":153.11459,"var_inten_ch_3":365.81475,"var_inten_ch_4":196.19016,"width_ch_1":10.23753}
{"case":"Test","class":"PS","angle_ch_1":64.75827,"area_ch_1":446,"avg_inten_ch_1":63.4507,"avg_inten_ch_2":4.57042,"avg_inten_ch_3":155,"avg_inten_ch_4":24.04695,"convex_hull_area_ratio_ch_1":2.31203,"convex_hull_perim_ratio_ch_1":0.87675,"diff_inten_density_ch_1":57.33468,"diff_inten_density_ch_3":133.26721,"diff_inten_density_ch_4":26.85425,"entropy_inten_ch_1":6.89372,"entropy_inten_ch_3":7.73862,"entropy_inten_ch_4":2.82571,"eq_circ_diam_ch_1":23.844,"eq_ellipse_lwr_ch_1":4.63538,"eq_ellipse_oblate_vol_ch_1":1548.38349,"eq_ellipse_prolate_vol_ch_1":334.03607,"eq_sphere_area_ch_1":1786.10884,"eq_sphere_vol_ch_1":7097.99509,"fiber_align_2_ch_3":1.49826,"fiber_align_2_ch_4":1.81148,"fiber_length_ch_1":86.00375,"fiber_width_ch_1":5.62461,"inten_cooc_asm_ch_3":0.00574,"inten_cooc_asm_ch_4":0.40059,"inten_cooc_contrast_ch_3":19.9922,"inten_cooc_contrast_ch_4":1.63416,"inten_cooc_entropy_ch_3":7.71955,"inten_cooc_entropy_ch_4":2.82589,"inten_cooc_max_ch_3":0.02362,"inten_cooc_max_ch_4":0.63255,"kurt_inten_ch_1":-0.40902,"kurt_inten_ch_3":-0.78278,"kurt_inten_ch_4":15.84456,"length_ch_1":72.47086,"neighbor_avg_dist_ch_1":194.11164,"neighbor_min_dist_ch_1":56.90208,"neighbor_var_dist_ch_1":77.2948,"perim_ch_1":183.25673,"shape_bfr_ch_1":0.28963,"shape_lwr_ch_1":3.40661,"shape_p_2_a_ch_1":5.52456,"skew_inten_ch_1":0.41497,"skew_inten_ch_3":0.34552,"skew_inten_ch_4":3.96074,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":11,"total_inten_ch_1":27030,"total_inten_ch_2":1522,"total_inten_ch_3":66030,"total_inten_ch_4":10244,"var_inten_ch_1":39.9526,"var_inten_ch_3":103.26599,"var_inten_ch_4":69.76592,"width_ch_1":21.27361}
{"case":"Train","class":"WS","angle_ch_1":53.20604,"area_ch_1":339,"avg_inten_ch_1":31.29938,"avg_inten_ch_2":215.60185,"avg_inten_ch_3":22.7963,"avg_inten_ch_4":103.56481,"convex_hull_area_ratio_ch_1":1.21604,"convex_hull_perim_ratio_ch_1":0.88466,"diff_inten_density_ch_1":41.65993,"diff_inten_density_ch_3":18.37374,"diff_inten_density_ch_4":58.20875,"entropy_inten_ch_1":6.0046,"entropy_inten_ch_3":4.7673,"entropy_inten_ch_4":6.11051,"eq_circ_diam_ch_1":20.79442,"eq_ellipse_lwr_ch_1":1.59953,"eq_ellipse_oblate_vol_ch_1":603.30332,"eq_ellipse_prolate_vol_ch_1":377.17458,"eq_sphere_area_ch_1":1358.44898,"eq_sphere_vol_ch_1":4708.02555,"fiber_align_2_ch_3":1.36498,"fiber_align_2_ch_4":1.42859,"fiber_length_ch_1":37.98449,"fiber_width_ch_1":9.29265,"inten_cooc_asm_ch_3":0.08219,"inten_cooc_asm_ch_4":0.06649,"inten_cooc_contrast_ch_3":5.17968,"inten_cooc_contrast_ch_4":4.1721,"inten_cooc_entropy_ch_3":5.55006,"inten_cooc_entropy_ch_4":5.8398,"inten_cooc_max_ch_3":0.28328,"inten_cooc_max_ch_4":0.24915,"kurt_inten_ch_1":-0.1992,"kurt_inten_ch_3":-0.74455,"kurt_inten_ch_4":-1.15581,"length_ch_1":34.20036,"neighbor_avg_dist_ch_1":233.44031,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":95.74888,"perim_ch_1":94.55428,"shape_bfr_ch_1":0.45755,"shape_lwr_ch_1":1.57587,"shape_p_2_a_ch_1":2.0156,"skew_inten_ch_1":0.46571,"skew_inten_ch_3":0.75596,"skew_inten_ch_4":0.48812,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":10141,"total_inten_ch_2":69532,"total_inten_ch_3":7386,"total_inten_ch_4":33555,"var_inten_ch_1":21.43436,"var_inten_ch_3":25.14222,"var_inten_ch_4":99.07884,"width_ch_1":21.70257}
{"case":"Test","class":"WS","angle_ch_1":122.93237,"area_ch_1":381,"avg_inten_ch_1":89.72253,"avg_inten_ch_2":208.7967,"avg_inten_ch_3":120.27473,"avg_inten_ch_4":201.93956,"convex_hull_area_ratio_ch_1":1.22674,"convex_hull_perim_ratio_ch_1":0.88584,"diff_inten_density_ch_1":65.3403,"diff_inten_density_ch_3":88.20896,"diff_inten_density_ch_4":91.28657,"entropy_inten_ch_1":7.2052,"entropy_inten_ch_3":4.98232,"entropy_inten_ch_4":7.1253,"eq_circ_diam_ch_1":22.04068,"eq_ellipse_lwr_ch_1":1.46518,"eq_ellipse_oblate_vol_ch_1":687.57329,"eq_ellipse_prolate_vol_ch_1":469.27591,"eq_sphere_area_ch_1":1526.15873,"eq_sphere_vol_ch_1":5606.26176,"fiber_align_2_ch_3":1.27541,"fiber_align_2_ch_4":1.46053,"fiber_length_ch_1":37.49738,"fiber_width_ch_1":10.66429,"inten_cooc_asm_ch_3":0.14903,"inten_cooc_asm_ch_4":0.01811,"inten_cooc_contrast_ch_3":2.39857,"inten_cooc_contrast_ch_4":6.54472,"inten_cooc_entropy_ch_3":4.6845,"inten_cooc_entropy_ch_4":6.85207,"inten_cooc_max_ch_3":0.38138,"inten_cooc_max_ch_4":0.10979,"kurt_inten_ch_1":0.84609,"kurt_inten_ch_3":1.24252,"kurt_inten_ch_4":-1.13027,"length_ch_1":31.50108,"neighbor_avg_dist_ch_1":327.57402,"neighbor_min_dist_ch_1":45.88906,"neighbor_var_dist_ch_1":135.68337,"perim_ch_1":96.32334,"shape_bfr_ch_1":0.53696,"shape_lwr_ch_1":1.39654,"shape_p_2_a_ch_1":1.84637,"skew_inten_ch_1":1.26399,"skew_inten_ch_3":1.51391,"skew_inten_ch_4":-0.1143,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":32659,"total_inten_ch_2":75639,"total_inten_ch_3":43780,"total_inten_ch_4":73506,"var_inten_ch_1":76.58836,"var_inten_ch_3":184.14066,"var_inten_ch_4":136.72675,"width_ch_1":22.5566}
{"case":"Test","class":"PS","angle_ch_1":83.06941,"area_ch_1":161,"avg_inten_ch_1":109.30519,"avg_inten_ch_2":656.41558,"avg_inten_ch_3":85.03247,"avg_inten_ch_4":375.58442,"convex_hull_area_ratio_ch_1":1.03448,"convex_hull_perim_ratio_ch_1":0.98124,"diff_inten_density_ch_1":62.16129,"diff_inten_density_ch_3":52.64875,"diff_inten_density_ch_4":224.33333,"entropy_inten_ch_1":6.21794,"entropy_inten_ch_3":4.8546,"entropy_inten_ch_4":6.55095,"eq_circ_diam_ch_1":14.33622,"eq_ellipse_lwr_ch_1":1.92303,"eq_ellipse_oblate_vol_ch_1":216.76802,"eq_ellipse_prolate_vol_ch_1":112.72235,"eq_sphere_area_ch_1":645.68254,"eq_sphere_vol_ch_1":1542.77423,"fiber_align_2_ch_3":1.36685,"fiber_align_2_ch_4":1.48602,"fiber_length_ch_1":15.83187,"fiber_width_ch_1":10.56007,"inten_cooc_asm_ch_3":0.11063,"inten_cooc_asm_ch_4":0.01331,"inten_cooc_contrast_ch_3":4.99074,"inten_cooc_contrast_ch_4":9.64051,"inten_cooc_entropy_ch_3":5.23238,"inten_cooc_entropy_ch_4":6.84893,"inten_cooc_max_ch_3":0.34028,"inten_cooc_max_ch_4":0.07639,"kurt_inten_ch_1":0.89594,"kurt_inten_ch_3":-1.35246,"kurt_inten_ch_4":-1.30099,"length_ch_1":20.05148,"neighbor_avg_dist_ch_1":182.00483,"neighbor_min_dist_ch_1":12.45518,"neighbor_var_dist_ch_1":99.48302,"perim_ch_1":52.78388,"shape_bfr_ch_1":0.74671,"shape_lwr_ch_1":1.85989,"shape_p_2_a_ch_1":1.32615,"skew_inten_ch_1":-0.18723,"skew_inten_ch_3":0.33819,"skew_inten_ch_4":-0.0068,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":16833,"total_inten_ch_2":100935,"total_inten_ch_3":13095,"total_inten_ch_4":57840,"var_inten_ch_1":35.38239,"var_inten_ch_3":82.9829,"var_inten_ch_4":259.98031,"width_ch_1":10.78099}
{"case":"Train","class":"WS","angle_ch_1":109.7757,"area_ch_1":346,"avg_inten_ch_1":518.98792,"avg_inten_ch_2":244.65861,"avg_inten_ch_3":48.74018,"avg_inten_ch_4":320.51964,"convex_hull_area_ratio_ch_1":1.08696,"convex_hull_perim_ratio_ch_1":0.94481,"diff_inten_density_ch_1":166.38715,"diff_inten_density_ch_3":40.07414,"diff_inten_density_ch_4":133.34926,"entropy_inten_ch_1":7.98386,"entropy_inten_ch_3":4.40194,"entropy_inten_ch_4":7.7767,"eq_circ_diam_ch_1":21.01785,"eq_ellipse_lwr_ch_1":3.69448,"eq_ellipse_oblate_vol_ch_1":946.76018,"eq_ellipse_prolate_vol_ch_1":256.2637,"eq_sphere_area_ch_1":1387.79819,"eq_sphere_vol_ch_1":4861.4216,"fiber_align_2_ch_3":1.27712,"fiber_align_2_ch_4":1.48738,"fiber_length_ch_1":38.527,"fiber_width_ch_1":9.38625,"inten_cooc_asm_ch_3":0.16935,"inten_cooc_asm_ch_4":0.00866,"inten_cooc_contrast_ch_3":4.10252,"inten_cooc_contrast_ch_4":8.55642,"inten_cooc_entropy_ch_3":4.58488,"inten_cooc_entropy_ch_4":7.18638,"inten_cooc_max_ch_3":0.41534,"inten_cooc_max_ch_4":0.03195,"kurt_inten_ch_1":-1.32573,"kurt_inten_ch_3":6.25678,"kurt_inten_ch_4":-0.33225,"length_ch_1":39.87939,"neighbor_avg_dist_ch_1":204.92071,"neighbor_min_dist_ch_1":30.79949,"neighbor_var_dist_ch_1":89.48677,"perim_ch_1":95.8265,"shape_bfr_ch_1":0.69046,"shape_lwr_ch_1":3.16495,"shape_p_2_a_ch_1":2.0207,"skew_inten_ch_1":-0.0182,"skew_inten_ch_3":2.64952,"skew_inten_ch_4":0.10514,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":7,"total_inten_ch_1":171785,"total_inten_ch_2":80652,"total_inten_ch_3":16133,"total_inten_ch_4":106092,"var_inten_ch_1":303.99935,"var_inten_ch_3":100.13812,"var_inten_ch_4":180.26302,"width_ch_1":12.60034}
{"case":"Test","class":"PS","angle_ch_1":43.01519,"area_ch_1":157,"avg_inten_ch_1":40.26667,"avg_inten_ch_2":3.64,"avg_inten_ch_3":95.06667,"avg_inten_ch_4":10.34,"convex_hull_area_ratio_ch_1":1.15077,"convex_hull_perim_ratio_ch_1":0.92957,"diff_inten_density_ch_1":42.46154,"diff_inten_density_ch_3":77.47692,"diff_inten_density_ch_4":13.16923,"entropy_inten_ch_1":6.0392,"entropy_inten_ch_3":6.55183,"entropy_inten_ch_4":2.98471,"eq_circ_diam_ch_1":14.14881,"eq_ellipse_lwr_ch_1":3.68836,"eq_ellipse_oblate_vol_ch_1":288.58584,"eq_ellipse_prolate_vol_ch_1":78.24234,"eq_sphere_area_ch_1":628.91156,"eq_sphere_vol_ch_1":1483.05817,"fiber_align_2_ch_3":1.90182,"fiber_align_2_ch_4":1.64404,"fiber_length_ch_1":27.19164,"fiber_width_ch_1":6.26406,"inten_cooc_asm_ch_3":0.00811,"inten_cooc_asm_ch_4":0.28024,"inten_cooc_contrast_ch_3":15.83462,"inten_cooc_contrast_ch_4":2.28077,"inten_cooc_entropy_ch_3":7.13707,"inten_cooc_entropy_ch_4":3.56501,"inten_cooc_max_ch_3":0.01923,"inten_cooc_max_ch_4":0.53846,"kurt_inten_ch_1":0.639,"kurt_inten_ch_3":-0.39853,"kurt_inten_ch_4":2.50912,"length_ch_1":27.54346,"neighbor_avg_dist_ch_1":232.21287,"neighbor_min_dist_ch_1":45.66007,"neighbor_var_dist_ch_1":98.31341,"perim_ch_1":66.91142,"shape_bfr_ch_1":0.6118,"shape_lwr_ch_1":2.95202,"shape_p_2_a_ch_1":2.09169,"skew_inten_ch_1":0.97957,"skew_inten_ch_3":0.70585,"skew_inten_ch_4":1.88584,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6040,"total_inten_ch_2":397,"total_inten_ch_3":14260,"total_inten_ch_4":1551,"var_inten_ch_1":29.45498,"var_inten_ch_3":72.91215,"var_inten_ch_4":18.28727,"width_ch_1":9.33039}
{"case":"Train","class":"PS","angle_ch_1":73.80582,"area_ch_1":167,"avg_inten_ch_1":76.64375,"avg_inten_ch_2":307.375,"avg_inten_ch_3":82.28125,"avg_inten_ch_4":5.1125,"convex_hull_area_ratio_ch_1":1.07918,"convex_hull_perim_ratio_ch_1":0.96601,"diff_inten_density_ch_1":77.99306,"diff_inten_density_ch_3":116.17361,"diff_inten_density_ch_4":11.85417,"entropy_inten_ch_1":6.54503,"entropy_inten_ch_3":5.25657,"entropy_inten_ch_4":1.76269,"eq_circ_diam_ch_1":14.61283,"eq_ellipse_lwr_ch_1":1.17979,"eq_ellipse_oblate_vol_ch_1":179.80597,"eq_ellipse_prolate_vol_ch_1":152.40491,"eq_sphere_area_ch_1":670.839,"eq_sphere_vol_ch_1":1633.80895,"fiber_align_2_ch_3":1.70843,"fiber_align_2_ch_4":1,"fiber_length_ch_1":13.23235,"fiber_width_ch_1":13.23235,"inten_cooc_asm_ch_3":0.05338,"inten_cooc_asm_ch_4":0.49269,"inten_cooc_contrast_ch_3":10.21442,"inten_cooc_contrast_ch_4":1.36909,"inten_cooc_entropy_ch_3":5.98965,"inten_cooc_entropy_ch_4":2.1713,"inten_cooc_max_ch_3":0.23077,"inten_cooc_max_ch_4":0.6993,"kurt_inten_ch_1":0.20652,"kurt_inten_ch_3":0.98988,"kurt_inten_ch_4":8.00033,"length_ch_1":18.14185,"neighbor_avg_dist_ch_1":245.42436,"neighbor_min_dist_ch_1":25.59524,"neighbor_var_dist_ch_1":121.26466,"perim_ch_1":52.9294,"shape_bfr_ch_1":0.58177,"shape_lwr_ch_1":1.14172,"shape_p_2_a_ch_1":1.24744,"skew_inten_ch_1":0.95295,"skew_inten_ch_3":1.3477,"skew_inten_ch_4":2.73747,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":12263,"total_inten_ch_2":49021,"total_inten_ch_3":13165,"total_inten_ch_4":818,"var_inten_ch_1":59.61327,"var_inten_ch_3":103.53962,"var_inten_ch_4":12.13465,"width_ch_1":15.88994}
{"case":"Train","class":"PS","angle_ch_1":153.53925,"area_ch_1":841,"avg_inten_ch_1":27.26401,"avg_inten_ch_2":156.23288,"avg_inten_ch_3":27.32005,"avg_inten_ch_4":115.70735,"convex_hull_area_ratio_ch_1":1.44288,"convex_hull_perim_ratio_ch_1":0.80698,"diff_inten_density_ch_1":39.04016,"diff_inten_density_ch_3":25.72423,"diff_inten_density_ch_4":73.2905,"entropy_inten_ch_1":5.93425,"entropy_inten_ch_3":4.85342,"entropy_inten_ch_4":5.78201,"eq_circ_diam_ch_1":32.73648,"eq_ellipse_lwr_ch_1":3.43433,"eq_ellipse_oblate_vol_ch_1":3449.18055,"eq_ellipse_prolate_vol_ch_1":1004.32392,"eq_sphere_area_ch_1":3366.77324,"eq_sphere_vol_ch_1":18369.38488,"fiber_align_2_ch_3":1.34559,"fiber_align_2_ch_4":1.37565,"fiber_length_ch_1":81.52322,"fiber_width_ch_1":10.71995,"inten_cooc_asm_ch_3":0.12933,"inten_cooc_asm_ch_4":0.12391,"inten_cooc_contrast_ch_3":4.64415,"inten_cooc_contrast_ch_4":3.28962,"inten_cooc_entropy_ch_3":5.20246,"inten_cooc_entropy_ch_4":5.16976,"inten_cooc_max_ch_3":0.35397,"inten_cooc_max_ch_4":0.34354,"kurt_inten_ch_1":-0.15892,"kurt_inten_ch_3":5.87468,"kurt_inten_ch_4":2.37328,"length_ch_1":65.0129,"neighbor_avg_dist_ch_1":225.66945,"neighbor_min_dist_ch_1":34.98973,"neighbor_var_dist_ch_1":91.28558,"perim_ch_1":184.48634,"shape_bfr_ch_1":0.53198,"shape_lwr_ch_1":2.6714,"shape_p_2_a_ch_1":3.09914,"skew_inten_ch_1":0.64146,"skew_inten_ch_3":2.29319,"skew_inten_ch_4":1.35392,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":16,"total_inten_ch_1":21893,"total_inten_ch_2":124653,"total_inten_ch_3":21938,"total_inten_ch_4":92913,"var_inten_ch_1":21.01224,"var_inten_ch_3":41.72872,"var_inten_ch_4":136.16714,"width_ch_1":24.33664}
{"case":"Train","class":"WS","angle_ch_1":158.90967,"area_ch_1":646,"avg_inten_ch_1":28.38412,"avg_inten_ch_2":224.45219,"avg_inten_ch_3":56.86224,"avg_inten_ch_4":78,"convex_hull_area_ratio_ch_1":1.19422,"convex_hull_perim_ratio_ch_1":0.83594,"diff_inten_density_ch_1":38.70833,"diff_inten_density_ch_3":52.17014,"diff_inten_density_ch_4":55.9566,"entropy_inten_ch_1":5.64183,"entropy_inten_ch_3":6.02837,"entropy_inten_ch_4":6.26792,"eq_circ_diam_ch_1":28.6957,"eq_ellipse_lwr_ch_1":2.33011,"eq_ellipse_oblate_vol_ch_1":1913.54121,"eq_ellipse_prolate_vol_ch_1":821.22237,"eq_sphere_area_ch_1":2586.9229,"eq_sphere_vol_ch_1":12372.26011,"fiber_align_2_ch_3":1.4773,"fiber_align_2_ch_4":1.62397,"fiber_length_ch_1":57.57564,"fiber_width_ch_1":11.64689,"inten_cooc_asm_ch_3":0.06285,"inten_cooc_asm_ch_4":0.0476,"inten_cooc_contrast_ch_3":7.47913,"inten_cooc_contrast_ch_4":6.63387,"inten_cooc_entropy_ch_3":6.19254,"inten_cooc_entropy_ch_4":6.26796,"inten_cooc_max_ch_3":0.24613,"inten_cooc_max_ch_4":0.20826,"kurt_inten_ch_1":5.63954,"kurt_inten_ch_3":5.95867,"kurt_inten_ch_4":0.70951,"length_ch_1":48.44298,"neighbor_avg_dist_ch_1":263.63893,"neighbor_min_dist_ch_1":34.41584,"neighbor_var_dist_ch_1":116.57111,"perim_ch_1":138.44505,"shape_bfr_ch_1":0.52318,"shape_lwr_ch_1":1.89842,"shape_p_2_a_ch_1":2.27454,"skew_inten_ch_1":2.06714,"skew_inten_ch_3":2.19851,"skew_inten_ch_4":0.94725,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":9,"total_inten_ch_1":17513,"total_inten_ch_2":137871,"total_inten_ch_3":35084,"total_inten_ch_4":48126,"var_inten_ch_1":33.37086,"var_inten_ch_3":73.08075,"var_inten_ch_4":78.89192,"width_ch_1":25.51749}
{"case":"Train","class":"PS","angle_ch_1":125.82936,"area_ch_1":208,"avg_inten_ch_1":117.44221,"avg_inten_ch_2":205.98995,"avg_inten_ch_3":96.61307,"avg_inten_ch_4":180.69347,"convex_hull_area_ratio_ch_1":1.23474,"convex_hull_perim_ratio_ch_1":0.78956,"diff_inten_density_ch_1":54.72727,"diff_inten_density_ch_3":76.97727,"diff_inten_density_ch_4":86.05114,"entropy_inten_ch_1":6.58242,"entropy_inten_ch_3":4.56826,"entropy_inten_ch_4":7.03588,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":1.1331,"eq_ellipse_oblate_vol_ch_1":244.4189,"eq_ellipse_prolate_vol_ch_1":215.70864,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.53802,"fiber_align_2_ch_4":1.73574,"fiber_length_ch_1":31.64334,"fiber_width_ch_1":7.05563,"inten_cooc_asm_ch_3":0.17179,"inten_cooc_asm_ch_4":0.00765,"inten_cooc_contrast_ch_3":3.44855,"inten_cooc_contrast_ch_4":10.58681,"inten_cooc_entropy_ch_3":4.54338,"inten_cooc_entropy_ch_4":7.25826,"inten_cooc_max_ch_3":0.41209,"inten_cooc_max_ch_4":0.02353,"kurt_inten_ch_1":0.28462,"kurt_inten_ch_3":2.48038,"kurt_inten_ch_4":-0.95999,"length_ch_1":20.79653,"neighbor_avg_dist_ch_1":256.53046,"neighbor_min_dist_ch_1":21.59729,"neighbor_var_dist_ch_1":114.43848,"perim_ch_1":77.39793,"shape_bfr_ch_1":0.58009,"shape_lwr_ch_1":1.20278,"shape_p_2_a_ch_1":2.13515,"skew_inten_ch_1":0.06729,"skew_inten_ch_3":1.66293,"skew_inten_ch_4":-0.07943,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":23371,"total_inten_ch_2":40794,"total_inten_ch_3":19226,"total_inten_ch_4":35958,"var_inten_ch_1":44.39867,"var_inten_ch_3":135.45474,"var_inten_ch_4":92.24711,"width_ch_1":17.29034}
{"case":"Test","class":"PS","angle_ch_1":57.76466,"area_ch_1":202,"avg_inten_ch_1":38.01554,"avg_inten_ch_2":4.82383,"avg_inten_ch_3":83.7513,"avg_inten_ch_4":8.05699,"convex_hull_area_ratio_ch_1":1.33974,"convex_hull_perim_ratio_ch_1":0.92043,"diff_inten_density_ch_1":43.69851,"diff_inten_density_ch_3":65.64478,"diff_inten_density_ch_4":12.49254,"entropy_inten_ch_1":6.1501,"entropy_inten_ch_3":6.66187,"entropy_inten_ch_4":1.75629,"eq_circ_diam_ch_1":16.04918,"eq_ellipse_lwr_ch_1":4.02972,"eq_ellipse_oblate_vol_ch_1":440.24553,"eq_ellipse_prolate_vol_ch_1":109.24965,"eq_sphere_area_ch_1":809.19955,"eq_sphere_vol_ch_1":2164.49835,"fiber_align_2_ch_3":1.83146,"fiber_align_2_ch_4":1.788,"fiber_length_ch_1":36.76986,"fiber_width_ch_1":5.93651,"inten_cooc_asm_ch_3":0.00678,"inten_cooc_asm_ch_4":0.58763,"inten_cooc_contrast_ch_3":20.17893,"inten_cooc_contrast_ch_4":0.72673,"inten_cooc_entropy_ch_3":7.47085,"inten_cooc_entropy_ch_4":1.74597,"inten_cooc_max_ch_3":0.02907,"inten_cooc_max_ch_4":0.77907,"kurt_inten_ch_1":-0.6981,"kurt_inten_ch_3":-0.86314,"kurt_inten_ch_4":7.11912,"length_ch_1":34.71769,"neighbor_avg_dist_ch_1":224.39694,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":103.55976,"perim_ch_1":85.41275,"shape_bfr_ch_1":0.48658,"shape_lwr_ch_1":2.89909,"shape_p_2_a_ch_1":2.65956,"skew_inten_ch_1":0.47788,"skew_inten_ch_3":0.26537,"skew_inten_ch_4":2.7269,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7337,"total_inten_ch_2":739,"total_inten_ch_3":16164,"total_inten_ch_4":1555,"var_inten_ch_1":25.6128,"var_inten_ch_3":53.55633,"var_inten_ch_4":19.68698,"width_ch_1":11.97539}
{"case":"Test","class":"WS","angle_ch_1":31.20755,"area_ch_1":560,"avg_inten_ch_1":49.12897,"avg_inten_ch_2":209.1215,"avg_inten_ch_3":33.7514,"avg_inten_ch_4":64.79439,"convex_hull_area_ratio_ch_1":1.44622,"convex_hull_perim_ratio_ch_1":0.70764,"diff_inten_density_ch_1":44.52675,"diff_inten_density_ch_3":28.04733,"diff_inten_density_ch_4":43.64198,"entropy_inten_ch_1":6.69089,"entropy_inten_ch_3":4.83741,"entropy_inten_ch_4":5.6944,"eq_circ_diam_ch_1":26.7209,"eq_ellipse_lwr_ch_1":1.57297,"eq_ellipse_oblate_vol_ch_1":1269.44016,"eq_ellipse_prolate_vol_ch_1":807.03471,"eq_sphere_area_ch_1":2243.11791,"eq_sphere_vol_ch_1":9989.68902,"fiber_align_2_ch_3":1.62213,"fiber_align_2_ch_4":1.5253,"fiber_length_ch_1":74.47607,"fiber_width_ch_1":7.9167,"inten_cooc_asm_ch_3":0.13733,"inten_cooc_asm_ch_4":0.08175,"inten_cooc_contrast_ch_3":3.35978,"inten_cooc_contrast_ch_4":5.31596,"inten_cooc_entropy_ch_3":4.98806,"inten_cooc_entropy_ch_4":5.78391,"inten_cooc_max_ch_3":0.36439,"inten_cooc_max_ch_4":0.27607,"kurt_inten_ch_1":1.34171,"kurt_inten_ch_3":4.39017,"kurt_inten_ch_4":-0.21511,"length_ch_1":44.78568,"neighbor_avg_dist_ch_1":241.16635,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":124.48555,"perim_ch_1":164.78554,"shape_bfr_ch_1":0.46183,"shape_lwr_ch_1":1.65184,"shape_p_2_a_ch_1":3.66492,"skew_inten_ch_1":1.12166,"skew_inten_ch_3":1.90556,"skew_inten_ch_4":0.80092,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":13,"total_inten_ch_1":26284,"total_inten_ch_2":111346,"total_inten_ch_3":18057,"total_inten_ch_4":34665,"var_inten_ch_1":37.30426,"var_inten_ch_3":48.83904,"var_inten_ch_4":66.99267,"width_ch_1":27.11258}
{"case":"Train","class":"PS","angle_ch_1":5.03282,"area_ch_1":180,"avg_inten_ch_1":30.49419,"avg_inten_ch_2":8.02326,"avg_inten_ch_3":65.74419,"avg_inten_ch_4":49.94186,"convex_hull_area_ratio_ch_1":1.42819,"convex_hull_perim_ratio_ch_1":0.82762,"diff_inten_density_ch_1":40.17568,"diff_inten_density_ch_3":54.96622,"diff_inten_density_ch_4":29.18243,"entropy_inten_ch_1":5.84631,"entropy_inten_ch_3":6.0628,"entropy_inten_ch_4":5.66186,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":1.8363,"eq_ellipse_oblate_vol_ch_1":250.02646,"eq_ellipse_prolate_vol_ch_1":136.15778,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.04893,"fiber_align_2_ch_4":1.51944,"fiber_length_ch_1":33.7214,"fiber_width_ch_1":5.78934,"inten_cooc_asm_ch_3":0.01647,"inten_cooc_asm_ch_4":0.02801,"inten_cooc_contrast_ch_3":12.17246,"inten_cooc_contrast_ch_4":8.17237,"inten_cooc_entropy_ch_3":6.81779,"inten_cooc_entropy_ch_4":6.40927,"inten_cooc_max_ch_3":0.10067,"inten_cooc_max_ch_4":0.14765,"kurt_inten_ch_1":1.58172,"kurt_inten_ch_3":1.39311,"kurt_inten_ch_4":-1.24999,"length_ch_1":24.83596,"neighbor_avg_dist_ch_1":204.49743,"neighbor_min_dist_ch_1":22.4539,"neighbor_var_dist_ch_1":92.46489,"perim_ch_1":79.02147,"shape_bfr_ch_1":0.43295,"shape_lwr_ch_1":1.48125,"shape_p_2_a_ch_1":2.54532,"skew_inten_ch_1":1.14164,"skew_inten_ch_3":1.00552,"skew_inten_ch_4":0.02361,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":5245,"total_inten_ch_2":1209,"total_inten_ch_3":11308,"total_inten_ch_4":8590,"var_inten_ch_1":22.78706,"var_inten_ch_3":54.7534,"var_inten_ch_4":36.88633,"width_ch_1":16.76687}
{"case":"Test","class":"PS","angle_ch_1":73.71377,"area_ch_1":320,"avg_inten_ch_1":112.43464,"avg_inten_ch_2":185.02614,"avg_inten_ch_3":242.37908,"avg_inten_ch_4":154.95425,"convex_hull_area_ratio_ch_1":1.09881,"convex_hull_perim_ratio_ch_1":0.89744,"diff_inten_density_ch_1":83.32979,"diff_inten_density_ch_3":163.41135,"diff_inten_density_ch_4":108.04965,"entropy_inten_ch_1":7.11799,"entropy_inten_ch_3":7.67716,"entropy_inten_ch_4":6.88666,"eq_circ_diam_ch_1":20.20854,"eq_ellipse_lwr_ch_1":1.6645,"eq_ellipse_oblate_vol_ch_1":564.86618,"eq_ellipse_prolate_vol_ch_1":339.3609,"eq_sphere_area_ch_1":1282.97959,"eq_sphere_vol_ch_1":4321.19073,"fiber_align_2_ch_3":1.55645,"fiber_align_2_ch_4":1.706,"fiber_length_ch_1":30.21457,"fiber_width_ch_1":10.97116,"inten_cooc_asm_ch_3":0.00724,"inten_cooc_asm_ch_4":0.0116,"inten_cooc_contrast_ch_3":11.88298,"inten_cooc_contrast_ch_4":12.85925,"inten_cooc_entropy_ch_3":7.40641,"inten_cooc_entropy_ch_4":7.19226,"inten_cooc_max_ch_3":0.02807,"inten_cooc_max_ch_4":0.07368,"kurt_inten_ch_1":1.20717,"kurt_inten_ch_3":0.71108,"kurt_inten_ch_4":-0.78607,"length_ch_1":28.58775,"neighbor_avg_dist_ch_1":227.82902,"neighbor_min_dist_ch_1":28.99388,"neighbor_var_dist_ch_1":109.9385,"perim_ch_1":82.37146,"shape_bfr_ch_1":0.60338,"shape_lwr_ch_1":1.53741,"shape_p_2_a_ch_1":1.62882,"skew_inten_ch_1":0.98276,"skew_inten_ch_3":0.9187,"skew_inten_ch_4":0.226,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":34405,"total_inten_ch_2":56313,"total_inten_ch_3":74168,"total_inten_ch_4":47416,"var_inten_ch_1":68.57731,"var_inten_ch_3":168.81931,"var_inten_ch_4":110.06643,"width_ch_1":18.59476}
{"case":"Test","class":"PS","angle_ch_1":94.5761,"area_ch_1":178,"avg_inten_ch_1":56.48824,"avg_inten_ch_2":288.96471,"avg_inten_ch_3":49.26471,"avg_inten_ch_4":283,"convex_hull_area_ratio_ch_1":1.03438,"convex_hull_perim_ratio_ch_1":0.98253,"diff_inten_density_ch_1":43.09804,"diff_inten_density_ch_3":42.49673,"diff_inten_density_ch_4":162.40523,"entropy_inten_ch_1":6.09772,"entropy_inten_ch_3":5.98265,"entropy_inten_ch_4":6.99007,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":3.24584,"eq_ellipse_oblate_vol_ch_1":326.63179,"eq_ellipse_prolate_vol_ch_1":100.63091,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.28779,"fiber_align_2_ch_4":1.9362,"fiber_length_ch_1":24.70788,"fiber_width_ch_1":7.40284,"inten_cooc_asm_ch_3":0.0119,"inten_cooc_asm_ch_4":0.00776,"inten_cooc_contrast_ch_3":16.47222,"inten_cooc_contrast_ch_4":20.95409,"inten_cooc_entropy_ch_3":6.99868,"inten_cooc_entropy_ch_4":7.27878,"inten_cooc_max_ch_3":0.06944,"inten_cooc_max_ch_4":0.03086,"kurt_inten_ch_1":-0.41869,"kurt_inten_ch_3":-0.81565,"kurt_inten_ch_4":-0.68762,"length_ch_1":26.86092,"neighbor_avg_dist_ch_1":179.40143,"neighbor_min_dist_ch_1":27.1068,"neighbor_var_dist_ch_1":71.20805,"perim_ch_1":64.22144,"shape_bfr_ch_1":0.71902,"shape_lwr_ch_1":2.91136,"shape_p_2_a_ch_1":1.79438,"skew_inten_ch_1":-0.25264,"skew_inten_ch_3":0.30124,"skew_inten_ch_4":-0.09776,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":9603,"total_inten_ch_2":48955,"total_inten_ch_3":8375,"total_inten_ch_4":48110,"var_inten_ch_1":24.0341,"var_inten_ch_3":35.95218,"var_inten_ch_4":139.56116,"width_ch_1":9.22624}
{"case":"Test","class":"PS","angle_ch_1":148.01263,"area_ch_1":216,"avg_inten_ch_1":61.88889,"avg_inten_ch_2":298.50725,"avg_inten_ch_3":31.1256,"avg_inten_ch_4":111.14976,"convex_hull_area_ratio_ch_1":1.06236,"convex_hull_perim_ratio_ch_1":0.95731,"diff_inten_density_ch_1":50.07652,"diff_inten_density_ch_3":25.90765,"diff_inten_density_ch_4":52.73615,"entropy_inten_ch_1":6.24798,"entropy_inten_ch_3":5.35602,"entropy_inten_ch_4":6.0111,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":1.46459,"eq_ellipse_oblate_vol_ch_1":294.80547,"eq_ellipse_prolate_vol_ch_1":201.28833,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.31827,"fiber_align_2_ch_4":1.27536,"fiber_length_ch_1":15.40005,"fiber_width_ch_1":14.73581,"inten_cooc_asm_ch_3":0.03659,"inten_cooc_asm_ch_4":0.03947,"inten_cooc_contrast_ch_3":10.27625,"inten_cooc_contrast_ch_4":6.33747,"inten_cooc_entropy_ch_3":6.37447,"inten_cooc_entropy_ch_4":6.25646,"inten_cooc_max_ch_3":0.1746,"inten_cooc_max_ch_4":0.18947,"kurt_inten_ch_1":0.04837,"kurt_inten_ch_3":-0.99946,"kurt_inten_ch_4":-1.35103,"length_ch_1":21.05392,"neighbor_avg_dist_ch_1":260.85529,"neighbor_min_dist_ch_1":16.18785,"neighbor_var_dist_ch_1":120.53605,"perim_ch_1":60.27173,"shape_bfr_ch_1":0.66872,"shape_lwr_ch_1":1.36615,"shape_p_2_a_ch_1":1.27385,"skew_inten_ch_1":0.45038,"skew_inten_ch_3":0.39006,"skew_inten_ch_4":-0.15786,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":12811,"total_inten_ch_2":61585,"total_inten_ch_3":6443,"total_inten_ch_4":23008,"var_inten_ch_1":29.90068,"var_inten_ch_3":26.83414,"var_inten_ch_4":80.13926,"width_ch_1":15.4111}
{"case":"Train","class":"WS","angle_ch_1":174.27223,"area_ch_1":193,"avg_inten_ch_1":34.23243,"avg_inten_ch_2":552.08649,"avg_inten_ch_3":39.78378,"avg_inten_ch_4":112.62162,"convex_hull_area_ratio_ch_1":1.18974,"convex_hull_perim_ratio_ch_1":0.86418,"diff_inten_density_ch_1":40.71429,"diff_inten_density_ch_3":32.19757,"diff_inten_density_ch_4":79.32827,"entropy_inten_ch_1":5.95741,"entropy_inten_ch_3":5.76448,"entropy_inten_ch_4":6.31797,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":1.86021,"eq_ellipse_oblate_vol_ch_1":280.71158,"eq_ellipse_prolate_vol_ch_1":150.90303,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.71862,"fiber_align_2_ch_4":1.71443,"fiber_length_ch_1":27.93914,"fiber_width_ch_1":7.31577,"inten_cooc_asm_ch_3":0.01761,"inten_cooc_asm_ch_4":0.01473,"inten_cooc_contrast_ch_3":11.51499,"inten_cooc_contrast_ch_4":10.58354,"inten_cooc_entropy_ch_3":6.68404,"inten_cooc_entropy_ch_4":6.7674,"inten_cooc_max_ch_3":0.10778,"inten_cooc_max_ch_4":0.10778,"kurt_inten_ch_1":-0.62378,"kurt_inten_ch_3":-0.56272,"kurt_inten_ch_4":-1.03291,"length_ch_1":23.73659,"neighbor_avg_dist_ch_1":183.49102,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":84.63777,"perim_ch_1":70.50982,"shape_bfr_ch_1":0.57683,"shape_lwr_ch_1":1.676,"shape_p_2_a_ch_1":1.93559,"skew_inten_ch_1":0.36358,"skew_inten_ch_3":0.57802,"skew_inten_ch_4":0.24186,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6333,"total_inten_ch_2":101952,"total_inten_ch_3":7360,"total_inten_ch_4":20835,"var_inten_ch_1":21.18911,"var_inten_ch_3":33.35212,"var_inten_ch_4":84.74941,"width_ch_1":14.16268}
{"case":"Test","class":"PS","angle_ch_1":11.23608,"area_ch_1":166,"avg_inten_ch_1":115.2956,"avg_inten_ch_2":6.08805,"avg_inten_ch_3":147.83019,"avg_inten_ch_4":218.95597,"convex_hull_area_ratio_ch_1":1.2485,"convex_hull_perim_ratio_ch_1":0.91481,"diff_inten_density_ch_1":75.60777,"diff_inten_density_ch_3":95.9682,"diff_inten_density_ch_4":98.86572,"entropy_inten_ch_1":6.66946,"entropy_inten_ch_3":5.62022,"entropy_inten_ch_4":6.86622,"eq_circ_diam_ch_1":14.56709,"eq_ellipse_lwr_ch_1":1.58631,"eq_ellipse_oblate_vol_ch_1":206.54309,"eq_ellipse_prolate_vol_ch_1":130.20384,"eq_sphere_area_ch_1":666.64626,"eq_sphere_vol_ch_1":1618.51595,"fiber_align_2_ch_3":1.33561,"fiber_align_2_ch_4":1.02881,"fiber_length_ch_1":23.62655,"fiber_width_ch_1":7.40891,"inten_cooc_asm_ch_3":0.05683,"inten_cooc_asm_ch_4":0.01125,"inten_cooc_contrast_ch_3":5.39187,"inten_cooc_contrast_ch_4":13.11735,"inten_cooc_entropy_ch_3":5.75747,"inten_cooc_entropy_ch_4":7.05098,"inten_cooc_max_ch_3":0.22535,"inten_cooc_max_ch_4":0.07092,"kurt_inten_ch_1":-0.16433,"kurt_inten_ch_3":-0.75855,"kurt_inten_ch_4":0.42973,"length_ch_1":19.67128,"neighbor_avg_dist_ch_1":279.28306,"neighbor_min_dist_ch_1":29.10213,"neighbor_var_dist_ch_1":136.2274,"perim_ch_1":62.07093,"shape_bfr_ch_1":0.52106,"shape_lwr_ch_1":1.20982,"shape_p_2_a_ch_1":1.7515,"skew_inten_ch_1":0.54594,"skew_inten_ch_3":0.61659,"skew_inten_ch_4":0.83149,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":18332,"total_inten_ch_2":810,"total_inten_ch_3":23505,"total_inten_ch_4":34814,"var_inten_ch_1":65.97527,"var_inten_ch_3":142.75119,"var_inten_ch_4":114.9913,"width_ch_1":16.25974}
{"case":"Train","class":"WS","angle_ch_1":140.56064,"area_ch_1":221,"avg_inten_ch_1":406.27488,"avg_inten_ch_2":345.65403,"avg_inten_ch_3":331.38389,"avg_inten_ch_4":311.22275,"convex_hull_area_ratio_ch_1":1.02961,"convex_hull_perim_ratio_ch_1":0.97258,"diff_inten_density_ch_1":143.45876,"diff_inten_density_ch_3":219.27835,"diff_inten_density_ch_4":190.01546,"entropy_inten_ch_1":7.34428,"entropy_inten_ch_3":5.79952,"entropy_inten_ch_4":6.92389,"eq_circ_diam_ch_1":16.78091,"eq_ellipse_lwr_ch_1":1.58871,"eq_ellipse_oblate_vol_ch_1":315.98609,"eq_ellipse_prolate_vol_ch_1":198.89437,"eq_sphere_area_ch_1":884.66893,"eq_sphere_vol_ch_1":2474.25798,"fiber_align_2_ch_3":1.45795,"fiber_align_2_ch_4":1.61971,"fiber_length_ch_1":14.85589,"fiber_width_ch_1":14.85589,"inten_cooc_asm_ch_3":0.08686,"inten_cooc_asm_ch_4":0.01499,"inten_cooc_contrast_ch_3":5.73119,"inten_cooc_contrast_ch_4":10.00238,"inten_cooc_entropy_ch_3":5.58292,"inten_cooc_entropy_ch_4":6.90829,"inten_cooc_max_ch_3":0.28718,"inten_cooc_max_ch_4":0.09231,"kurt_inten_ch_1":-0.55758,"kurt_inten_ch_3":-0.87641,"kurt_inten_ch_4":-1.1658,"length_ch_1":22.68736,"neighbor_avg_dist_ch_1":303.91214,"neighbor_min_dist_ch_1":27.96331,"neighbor_var_dist_ch_1":116.479,"perim_ch_1":59.42357,"shape_bfr_ch_1":0.65728,"shape_lwr_ch_1":1.52966,"shape_p_2_a_ch_1":1.22133,"skew_inten_ch_1":-0.39277,"skew_inten_ch_3":0.49443,"skew_inten_ch_4":0.06451,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":85724,"total_inten_ch_2":72723,"total_inten_ch_3":69922,"total_inten_ch_4":65668,"var_inten_ch_1":177.38469,"var_inten_ch_3":314.10195,"var_inten_ch_4":217.47439,"width_ch_1":14.83162}
{"case":"Train","class":"WS","angle_ch_1":102.42841,"area_ch_1":273,"avg_inten_ch_1":59.69732,"avg_inten_ch_2":192.17625,"avg_inten_ch_3":23.38697,"avg_inten_ch_4":9.19923,"convex_hull_area_ratio_ch_1":1.06399,"convex_hull_perim_ratio_ch_1":0.94273,"diff_inten_density_ch_1":56.48847,"diff_inten_density_ch_3":21.42348,"diff_inten_density_ch_4":10.37107,"entropy_inten_ch_1":6.56212,"entropy_inten_ch_3":4.1942,"entropy_inten_ch_4":3.56588,"eq_circ_diam_ch_1":18.66356,"eq_ellipse_lwr_ch_1":2.13493,"eq_ellipse_oblate_vol_ch_1":503.93494,"eq_ellipse_prolate_vol_ch_1":236.04247,"eq_sphere_area_ch_1":1094.30612,"eq_sphere_vol_ch_1":3403.94126,"fiber_align_2_ch_3":1.74993,"fiber_align_2_ch_4":1.41045,"fiber_length_ch_1":27.38071,"fiber_width_ch_1":10.4701,"inten_cooc_asm_ch_3":0.17734,"inten_cooc_asm_ch_4":0.21866,"inten_cooc_contrast_ch_3":3.49739,"inten_cooc_contrast_ch_4":3.39569,"inten_cooc_entropy_ch_3":4.51453,"inten_cooc_entropy_ch_4":4.17084,"inten_cooc_max_ch_3":0.42213,"inten_cooc_max_ch_4":0.46721,"kurt_inten_ch_1":-0.807,"kurt_inten_ch_3":-0.08764,"kurt_inten_ch_4":0.22704,"length_ch_1":29.97798,"neighbor_avg_dist_ch_1":277.5315,"neighbor_min_dist_ch_1":20.73056,"neighbor_var_dist_ch_1":111.33102,"perim_ch_1":75.70163,"shape_bfr_ch_1":0.61827,"shape_lwr_ch_1":2.03098,"shape_p_2_a_ch_1":1.59075,"skew_inten_ch_1":0.10455,"skew_inten_ch_3":1.05749,"skew_inten_ch_4":1.19745,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":11,"total_inten_ch_1":15581,"total_inten_ch_2":49898,"total_inten_ch_3":6104,"total_inten_ch_4":2401,"var_inten_ch_1":34.12177,"var_inten_ch_3":30.30673,"var_inten_ch_4":12.75433,"width_ch_1":14.76037}
{"case":"Test","class":"PS","angle_ch_1":89.74748,"area_ch_1":190,"avg_inten_ch_1":51.35714,"avg_inten_ch_2":255.92308,"avg_inten_ch_3":16.22527,"avg_inten_ch_4":177.74176,"convex_hull_area_ratio_ch_1":1.0332,"convex_hull_perim_ratio_ch_1":0.97982,"diff_inten_density_ch_1":45.76453,"diff_inten_density_ch_3":18.01529,"diff_inten_density_ch_4":129.28746,"entropy_inten_ch_1":6.19622,"entropy_inten_ch_3":4.19303,"entropy_inten_ch_4":5.76632,"eq_circ_diam_ch_1":15.58511,"eq_ellipse_lwr_ch_1":3.22903,"eq_ellipse_oblate_vol_ch_1":360.88169,"eq_ellipse_prolate_vol_ch_1":111.76155,"eq_sphere_area_ch_1":763.07937,"eq_sphere_vol_ch_1":1982.11285,"fiber_align_2_ch_3":1.75395,"fiber_align_2_ch_4":1.63684,"fiber_length_ch_1":26.25512,"fiber_width_ch_1":7.51552,"inten_cooc_asm_ch_3":0.13145,"inten_cooc_asm_ch_4":0.06716,"inten_cooc_contrast_ch_3":5.76126,"inten_cooc_contrast_ch_4":5.13691,"inten_cooc_entropy_ch_3":5.02109,"inten_cooc_entropy_ch_4":5.78483,"inten_cooc_max_ch_3":0.37662,"inten_cooc_max_ch_4":0.25974,"kurt_inten_ch_1":0.45651,"kurt_inten_ch_3":0.94822,"kurt_inten_ch_4":-0.40537,"length_ch_1":28.67993,"neighbor_avg_dist_ch_1":208.06653,"neighbor_min_dist_ch_1":12.3283,"neighbor_var_dist_ch_1":86.28003,"perim_ch_1":67.54129,"shape_bfr_ch_1":0.80284,"shape_lwr_ch_1":3.4616,"shape_p_2_a_ch_1":1.83973,"skew_inten_ch_1":0.40699,"skew_inten_ch_3":1.24615,"skew_inten_ch_4":0.83265,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":9347,"total_inten_ch_2":46397,"total_inten_ch_3":2953,"total_inten_ch_4":32349,"var_inten_ch_1":27.58182,"var_inten_ch_3":20.4348,"var_inten_ch_4":184.03489,"width_ch_1":8.28515}
{"case":"Test","class":"WS","angle_ch_1":17.90937,"area_ch_1":339,"avg_inten_ch_1":53.5679,"avg_inten_ch_2":167.51235,"avg_inten_ch_3":49.0463,"avg_inten_ch_4":100.09568,"convex_hull_area_ratio_ch_1":1.06805,"convex_hull_perim_ratio_ch_1":0.94114,"diff_inten_density_ch_1":45.02658,"diff_inten_density_ch_3":36.42857,"diff_inten_density_ch_4":72.80731,"entropy_inten_ch_1":6.49208,"entropy_inten_ch_3":6.30824,"entropy_inten_ch_4":6.74472,"eq_circ_diam_ch_1":20.79442,"eq_ellipse_lwr_ch_1":1.3147,"eq_ellipse_oblate_vol_ch_1":546.95554,"eq_ellipse_prolate_vol_ch_1":416.0314,"eq_sphere_area_ch_1":1358.44898,"eq_sphere_vol_ch_1":4708.02555,"fiber_align_2_ch_3":1.71402,"fiber_align_2_ch_4":1.36562,"fiber_length_ch_1":21.48526,"fiber_width_ch_1":16.48976,"inten_cooc_asm_ch_3":0.01881,"inten_cooc_asm_ch_4":0.01544,"inten_cooc_contrast_ch_3":9.87985,"inten_cooc_contrast_ch_4":13.28604,"inten_cooc_entropy_ch_3":6.83927,"inten_cooc_entropy_ch_4":7.15783,"inten_cooc_max_ch_3":0.11184,"inten_cooc_max_ch_4":0.10067,"kurt_inten_ch_1":-0.43773,"kurt_inten_ch_3":-0.58696,"kurt_inten_ch_4":-0.71972,"length_ch_1":25.61433,"neighbor_avg_dist_ch_1":203.44189,"neighbor_min_dist_ch_1":23.56987,"neighbor_var_dist_ch_1":81.78764,"perim_ch_1":75.95005,"shape_bfr_ch_1":0.67371,"shape_lwr_ch_1":1.30154,"shape_p_2_a_ch_1":1.29565,"skew_inten_ch_1":0.25531,"skew_inten_ch_3":0.56176,"skew_inten_ch_4":0.29213,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":17356,"total_inten_ch_2":53951,"total_inten_ch_3":15891,"total_inten_ch_4":32431,"var_inten_ch_1":27.27385,"var_inten_ch_3":41.21437,"var_inten_ch_4":72.80466,"width_ch_1":19.68004}
{"case":"Train","class":"WS","angle_ch_1":46.86133,"area_ch_1":219,"avg_inten_ch_1":172.00957,"avg_inten_ch_2":368.33971,"avg_inten_ch_3":119.57895,"avg_inten_ch_4":285.66986,"convex_hull_area_ratio_ch_1":1.08617,"convex_hull_perim_ratio_ch_1":0.94824,"diff_inten_density_ch_1":81.66316,"diff_inten_density_ch_3":82.52105,"diff_inten_density_ch_4":188.38421,"entropy_inten_ch_1":7.08155,"entropy_inten_ch_3":6.20799,"entropy_inten_ch_4":7.17382,"eq_circ_diam_ch_1":16.70119,"eq_ellipse_lwr_ch_1":1.62709,"eq_ellipse_oblate_vol_ch_1":315.24434,"eq_ellipse_prolate_vol_ch_1":193.74685,"eq_sphere_area_ch_1":876.28345,"eq_sphere_vol_ch_1":2439.16245,"fiber_align_2_ch_3":1.73835,"fiber_align_2_ch_4":1.54898,"fiber_length_ch_1":21.00393,"fiber_width_ch_1":11.00389,"inten_cooc_asm_ch_3":0.02982,"inten_cooc_asm_ch_4":0.00998,"inten_cooc_contrast_ch_3":7.27368,"inten_cooc_contrast_ch_4":11.45263,"inten_cooc_entropy_ch_3":6.46896,"inten_cooc_entropy_ch_4":7.14296,"inten_cooc_max_ch_3":0.15789,"inten_cooc_max_ch_4":0.05789,"kurt_inten_ch_1":-1.04494,"kurt_inten_ch_3":-0.26486,"kurt_inten_ch_4":-0.62921,"length_ch_1":23.20097,"neighbor_avg_dist_ch_1":319.4925,"neighbor_min_dist_ch_1":22.14839,"neighbor_var_dist_ch_1":156.75505,"perim_ch_1":64.01565,"shape_bfr_ch_1":0.61665,"shape_lwr_ch_1":1.51518,"shape_p_2_a_ch_1":1.41095,"skew_inten_ch_1":-0.07887,"skew_inten_ch_3":0.64704,"skew_inten_ch_4":0.40676,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":35950,"total_inten_ch_2":76775,"total_inten_ch_3":24992,"total_inten_ch_4":59705,"var_inten_ch_1":86.78511,"var_inten_ch_3":104.37155,"var_inten_ch_4":197.00222,"width_ch_1":15.31234}
{"case":"Test","class":"WS","angle_ch_1":55.16134,"area_ch_1":537,"avg_inten_ch_1":220.77583,"avg_inten_ch_2":447.22612,"avg_inten_ch_3":162.26121,"avg_inten_ch_4":427.36842,"convex_hull_area_ratio_ch_1":1.14002,"convex_hull_perim_ratio_ch_1":0.9362,"diff_inten_density_ch_1":94.73886,"diff_inten_density_ch_3":120.83627,"diff_inten_density_ch_4":241.43731,"entropy_inten_ch_1":7.85145,"entropy_inten_ch_3":7.15683,"entropy_inten_ch_4":7.65422,"eq_circ_diam_ch_1":26.16573,"eq_ellipse_lwr_ch_1":2.321,"eq_ellipse_oblate_vol_ch_1":1447.88811,"eq_ellipse_prolate_vol_ch_1":623.82129,"eq_sphere_area_ch_1":2150.87755,"eq_sphere_vol_ch_1":9379.88132,"fiber_align_2_ch_3":1.56993,"fiber_align_2_ch_4":1.33818,"fiber_length_ch_1":38.9248,"fiber_width_ch_1":14.2317,"inten_cooc_asm_ch_3":0.02417,"inten_cooc_asm_ch_4":0.01723,"inten_cooc_contrast_ch_3":8.15857,"inten_cooc_contrast_ch_4":8.28902,"inten_cooc_entropy_ch_3":6.86739,"inten_cooc_entropy_ch_4":6.8895,"inten_cooc_max_ch_3":0.13542,"inten_cooc_max_ch_4":0.10833,"kurt_inten_ch_1":-0.21311,"kurt_inten_ch_3":0.72323,"kurt_inten_ch_4":-0.7245,"length_ch_1":40.34178,"neighbor_avg_dist_ch_1":291.5482,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":126.31505,"perim_ch_1":106.31302,"shape_bfr_ch_1":0.61614,"shape_lwr_ch_1":1.86482,"shape_p_2_a_ch_1":1.62359,"skew_inten_ch_1":0.17055,"skew_inten_ch_3":1.06032,"skew_inten_ch_4":0.48267,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":113258,"total_inten_ch_2":228915,"total_inten_ch_3":83240,"total_inten_ch_4":219240,"var_inten_ch_1":92.21131,"var_inten_ch_3":156.38454,"var_inten_ch_4":347.58719,"width_ch_1":21.63306}
{"case":"Train","class":"WS","angle_ch_1":172.89968,"area_ch_1":455,"avg_inten_ch_1":37.22529,"avg_inten_ch_2":174.47356,"avg_inten_ch_3":22.26437,"avg_inten_ch_4":147.21379,"convex_hull_area_ratio_ch_1":1.15462,"convex_hull_perim_ratio_ch_1":0.9315,"diff_inten_density_ch_1":39.38177,"diff_inten_density_ch_3":17.44335,"diff_inten_density_ch_4":62.92611,"entropy_inten_ch_1":6.26959,"entropy_inten_ch_3":5.05077,"entropy_inten_ch_4":7.42149,"eq_circ_diam_ch_1":24.09455,"eq_ellipse_lwr_ch_1":2.2575,"eq_ellipse_oblate_vol_ch_1":1114.98464,"eq_ellipse_prolate_vol_ch_1":493.90337,"eq_sphere_area_ch_1":1823.84354,"eq_sphere_vol_ch_1":7324.11545,"fiber_align_2_ch_3":1.43458,"fiber_align_2_ch_4":1.36621,"fiber_length_ch_1":37.3442,"fiber_width_ch_1":12.61668,"inten_cooc_asm_ch_3":0.06489,"inten_cooc_asm_ch_4":0.00754,"inten_cooc_contrast_ch_3":5.89499,"inten_cooc_contrast_ch_4":9.09295,"inten_cooc_entropy_ch_3":5.87655,"inten_cooc_entropy_ch_4":7.37771,"inten_cooc_max_ch_3":0.24029,"inten_cooc_max_ch_4":0.03398,"kurt_inten_ch_1":-0.68061,"kurt_inten_ch_3":-0.16377,"kurt_inten_ch_4":-0.79841,"length_ch_1":35.80808,"neighbor_avg_dist_ch_1":267.70165,"neighbor_min_dist_ch_1":42.32434,"neighbor_var_dist_ch_1":133.62597,"perim_ch_1":99.92174,"shape_bfr_ch_1":0.6868,"shape_lwr_ch_1":1.93136,"shape_p_2_a_ch_1":1.68632,"skew_inten_ch_1":0.42796,"skew_inten_ch_3":0.99221,"skew_inten_ch_4":-0.25246,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":16193,"total_inten_ch_2":75462,"total_inten_ch_3":9685,"total_inten_ch_4":64038,"var_inten_ch_1":24.39747,"var_inten_ch_3":25.10889,"var_inten_ch_4":80.91359,"width_ch_1":18.54035}
{"case":"Test","class":"PS","angle_ch_1":112.08397,"area_ch_1":349,"avg_inten_ch_1":166.08709,"avg_inten_ch_2":138.90991,"avg_inten_ch_3":1.64865,"avg_inten_ch_4":12.23423,"convex_hull_area_ratio_ch_1":1.18103,"convex_hull_perim_ratio_ch_1":0.93129,"diff_inten_density_ch_1":73.08809,"diff_inten_density_ch_3":5.08157,"diff_inten_density_ch_4":10.31158,"entropy_inten_ch_1":7.55069,"entropy_inten_ch_3":2.17657,"entropy_inten_ch_4":2.25607,"eq_circ_diam_ch_1":21.08125,"eq_ellipse_lwr_ch_1":2.27961,"eq_ellipse_oblate_vol_ch_1":750.44447,"eq_ellipse_prolate_vol_ch_1":329.19804,"eq_sphere_area_ch_1":1396.18367,"eq_sphere_vol_ch_1":4905.54932,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.33127,"fiber_length_ch_1":34.77715,"fiber_width_ch_1":10.48875,"inten_cooc_asm_ch_3":0.21376,"inten_cooc_asm_ch_4":0.5549,"inten_cooc_contrast_ch_3":6.87865,"inten_cooc_contrast_ch_4":0.39482,"inten_cooc_entropy_ch_3":3.87345,"inten_cooc_entropy_ch_4":1.93133,"inten_cooc_max_ch_3":0.45048,"inten_cooc_max_ch_4":0.74333,"kurt_inten_ch_1":-0.72078,"kurt_inten_ch_3":5.52722,"kurt_inten_ch_4":4.26288,"length_ch_1":35.54107,"neighbor_avg_dist_ch_1":267.77159,"neighbor_min_dist_ch_1":16.18785,"neighbor_var_dist_ch_1":120.21527,"perim_ch_1":90.5318,"shape_bfr_ch_1":0.58551,"shape_lwr_ch_1":2.11892,"shape_p_2_a_ch_1":1.78802,"skew_inten_ch_1":0.26314,"skew_inten_ch_3":2.25693,"skew_inten_ch_4":2.29838,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":55307,"total_inten_ch_2":45925,"total_inten_ch_3":549,"total_inten_ch_4":4074,"var_inten_ch_1":88.28959,"var_inten_ch_3":2.93774,"var_inten_ch_4":26.84835,"width_ch_1":16.77319}
{"case":"Train","class":"PS","angle_ch_1":161.91625,"area_ch_1":865,"avg_inten_ch_1":44.69734,"avg_inten_ch_2":113.58596,"avg_inten_ch_3":30.2954,"avg_inten_ch_4":83.30024,"convex_hull_area_ratio_ch_1":1.15317,"convex_hull_perim_ratio_ch_1":0.78626,"diff_inten_density_ch_1":47.1887,"diff_inten_density_ch_3":30.43132,"diff_inten_density_ch_4":60.5982,"entropy_inten_ch_1":6.63037,"entropy_inten_ch_3":4.60561,"entropy_inten_ch_4":5.90895,"eq_circ_diam_ch_1":33.202,"eq_ellipse_lwr_ch_1":1.77664,"eq_ellipse_oblate_vol_ch_1":2588.16279,"eq_ellipse_prolate_vol_ch_1":1456.77223,"eq_sphere_area_ch_1":3463.20635,"eq_sphere_vol_ch_1":19164.22966,"fiber_align_2_ch_3":1.74287,"fiber_align_2_ch_4":1.65247,"fiber_length_ch_1":65.57918,"fiber_width_ch_1":13.61796,"inten_cooc_asm_ch_3":0.16882,"inten_cooc_asm_ch_4":0.10767,"inten_cooc_contrast_ch_3":4.33148,"inten_cooc_contrast_ch_4":4.4738,"inten_cooc_entropy_ch_3":4.80556,"inten_cooc_entropy_ch_4":5.48002,"inten_cooc_max_ch_3":0.40702,"inten_cooc_max_ch_4":0.3225,"kurt_inten_ch_1":0.66009,"kurt_inten_ch_3":1.87859,"kurt_inten_ch_4":2.16546,"length_ch_1":50.52896,"neighbor_avg_dist_ch_1":287.59642,"neighbor_min_dist_ch_1":31.62229,"neighbor_var_dist_ch_1":144.79024,"perim_ch_1":158.39427,"shape_bfr_ch_1":0.58647,"shape_lwr_ch_1":1.72944,"shape_p_2_a_ch_1":2.23557,"skew_inten_ch_1":0.91842,"skew_inten_ch_3":1.52876,"skew_inten_ch_4":1.52348,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":22,"total_inten_ch_1":36920,"total_inten_ch_2":92997,"total_inten_ch_3":25024,"total_inten_ch_4":68806,"var_inten_ch_1":34.53164,"var_inten_ch_3":41.71168,"var_inten_ch_4":101.29791,"width_ch_1":29.21696}
{"case":"Train","class":"PS","angle_ch_1":171.70671,"area_ch_1":258,"avg_inten_ch_1":66.04453,"avg_inten_ch_2":159.1336,"avg_inten_ch_3":107.08907,"avg_inten_ch_4":83.69636,"convex_hull_area_ratio_ch_1":1.2759,"convex_hull_perim_ratio_ch_1":0.85173,"diff_inten_density_ch_1":46.59551,"diff_inten_density_ch_3":57.84944,"diff_inten_density_ch_4":51.12584,"entropy_inten_ch_1":6.82513,"entropy_inten_ch_3":5.74078,"entropy_inten_ch_4":6.11976,"eq_circ_diam_ch_1":18.15611,"eq_ellipse_lwr_ch_1":2.20942,"eq_ellipse_oblate_vol_ch_1":471.96064,"eq_ellipse_prolate_vol_ch_1":213.61324,"eq_sphere_area_ch_1":1035.60771,"eq_sphere_vol_ch_1":3133.76716,"fiber_align_2_ch_3":1.08432,"fiber_align_2_ch_4":1.71587,"fiber_length_ch_1":35.41399,"fiber_width_ch_1":7.6437,"inten_cooc_asm_ch_3":0.06814,"inten_cooc_asm_ch_4":0.03338,"inten_cooc_contrast_ch_3":2.86521,"inten_cooc_contrast_ch_4":8.76173,"inten_cooc_entropy_ch_3":5.57277,"inten_cooc_entropy_ch_4":6.47052,"inten_cooc_max_ch_3":0.25439,"inten_cooc_max_ch_4":0.17544,"kurt_inten_ch_1":0.55428,"kurt_inten_ch_3":2.08141,"kurt_inten_ch_4":-0.42287,"length_ch_1":28.68286,"neighbor_avg_dist_ch_1":264.49867,"neighbor_min_dist_ch_1":39.38674,"neighbor_var_dist_ch_1":119.44694,"perim_ch_1":86.11538,"shape_bfr_ch_1":0.53727,"shape_lwr_ch_1":1.70728,"shape_p_2_a_ch_1":2.18007,"skew_inten_ch_1":0.89728,"skew_inten_ch_3":1.47656,"skew_inten_ch_4":0.43819,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":16313,"total_inten_ch_2":39060,"total_inten_ch_3":26451,"total_inten_ch_4":20673,"var_inten_ch_1":46.08567,"var_inten_ch_3":126.59013,"var_inten_ch_4":65.35039,"width_ch_1":16.80035}
{"case":"Train","class":"WS","angle_ch_1":4.51023,"area_ch_1":312,"avg_inten_ch_1":808.72819,"avg_inten_ch_2":297.25168,"avg_inten_ch_3":118.83557,"avg_inten_ch_4":198.09732,"convex_hull_area_ratio_ch_1":1.04058,"convex_hull_perim_ratio_ch_1":0.95879,"diff_inten_density_ch_1":227.48921,"diff_inten_density_ch_3":90.95324,"diff_inten_density_ch_4":143.3741,"entropy_inten_ch_1":7.96831,"entropy_inten_ch_3":5.25371,"entropy_inten_ch_4":5.97619,"eq_circ_diam_ch_1":19.94263,"eq_ellipse_lwr_ch_1":1.11124,"eq_ellipse_oblate_vol_ch_1":443.55834,"eq_ellipse_prolate_vol_ch_1":399.1546,"eq_sphere_area_ch_1":1249.43764,"eq_sphere_vol_ch_1":4152.84471,"fiber_align_2_ch_3":1.51971,"fiber_align_2_ch_4":1.17546,"fiber_length_ch_1":17.47752,"fiber_width_ch_1":17.47752,"inten_cooc_asm_ch_3":0.1134,"inten_cooc_asm_ch_4":0.06883,"inten_cooc_contrast_ch_3":4.43675,"inten_cooc_contrast_ch_4":5.55326,"inten_cooc_entropy_ch_3":5.24509,"inten_cooc_entropy_ch_4":5.90924,"inten_cooc_max_ch_3":0.33696,"inten_cooc_max_ch_4":0.25362,"kurt_inten_ch_1":-0.7128,"kurt_inten_ch_3":2.54205,"kurt_inten_ch_4":-0.67376,"length_ch_1":22.37355,"neighbor_avg_dist_ch_1":182.09939,"neighbor_min_dist_ch_1":30.68014,"neighbor_var_dist_ch_1":85.12511,"perim_ch_1":69.91009,"shape_bfr_ch_1":0.74046,"shape_lwr_ch_1":1.18664,"shape_p_2_a_ch_1":1.2047,"skew_inten_ch_1":-0.54307,"skew_inten_ch_3":1.6998,"skew_inten_ch_4":0.68228,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":241001,"total_inten_ch_2":88284,"total_inten_ch_3":35413,"total_inten_ch_4":59033,"var_inten_ch_1":321.79247,"var_inten_ch_3":160.48286,"var_inten_ch_4":203.28604,"width_ch_1":18.85456}
{"case":"Train","class":"WS","angle_ch_1":2.08505,"area_ch_1":215,"avg_inten_ch_1":289.14563,"avg_inten_ch_2":308.06311,"avg_inten_ch_3":219.15049,"avg_inten_ch_4":109.36893,"convex_hull_area_ratio_ch_1":1.04398,"convex_hull_perim_ratio_ch_1":0.96133,"diff_inten_density_ch_1":145.1061,"diff_inten_density_ch_3":198.69231,"diff_inten_density_ch_4":91.97082,"entropy_inten_ch_1":7.315,"entropy_inten_ch_3":5.35517,"entropy_inten_ch_4":6.02779,"eq_circ_diam_ch_1":16.58089,"eq_ellipse_lwr_ch_1":1.5038,"eq_ellipse_oblate_vol_ch_1":296.56323,"eq_ellipse_prolate_vol_ch_1":197.20933,"eq_sphere_area_ch_1":863.70522,"eq_sphere_vol_ch_1":2386.83351,"fiber_align_2_ch_3":1.17556,"fiber_align_2_ch_4":1.73246,"fiber_length_ch_1":14.918,"fiber_width_ch_1":14.918,"inten_cooc_asm_ch_3":0.08716,"inten_cooc_asm_ch_4":0.03724,"inten_cooc_contrast_ch_3":4.49889,"inten_cooc_contrast_ch_4":9.95141,"inten_cooc_entropy_ch_3":5.4107,"inten_cooc_entropy_ch_4":6.33333,"inten_cooc_max_ch_3":0.28125,"inten_cooc_max_ch_4":0.18229,"kurt_inten_ch_1":-0.69847,"kurt_inten_ch_3":2.44328,"kurt_inten_ch_4":0.12072,"length_ch_1":21.56026,"neighbor_avg_dist_ch_1":188.65222,"neighbor_min_dist_ch_1":22.14839,"neighbor_var_dist_ch_1":94.37594,"perim_ch_1":59.67199,"shape_bfr_ch_1":0.69557,"shape_lwr_ch_1":1.49741,"shape_p_2_a_ch_1":1.25152,"skew_inten_ch_1":0.18615,"skew_inten_ch_3":1.551,"skew_inten_ch_4":0.94529,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":59564,"total_inten_ch_2":63256,"total_inten_ch_3":45145,"total_inten_ch_4":22530,"var_inten_ch_1":137.76492,"var_inten_ch_3":269.98368,"var_inten_ch_4":106.58325,"width_ch_1":14.39834}
{"case":"Test","class":"PS","angle_ch_1":2.45172,"area_ch_1":233,"avg_inten_ch_1":37.77578,"avg_inten_ch_2":6.18834,"avg_inten_ch_3":67.55157,"avg_inten_ch_4":5.34978,"convex_hull_area_ratio_ch_1":1.22979,"convex_hull_perim_ratio_ch_1":0.93147,"diff_inten_density_ch_1":47.35714,"diff_inten_density_ch_3":74.07143,"diff_inten_density_ch_4":9.12755,"entropy_inten_ch_1":6.17718,"entropy_inten_ch_3":6.2352,"entropy_inten_ch_4":3.83151,"eq_circ_diam_ch_1":17.25149,"eq_ellipse_lwr_ch_1":5.47979,"eq_ellipse_oblate_vol_ch_1":637.61828,"eq_ellipse_prolate_vol_ch_1":116.35818,"eq_sphere_area_ch_1":934.98186,"eq_sphere_vol_ch_1":2688.30531,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1,"fiber_length_ch_1":39.71476,"fiber_width_ch_1":6.20232,"inten_cooc_asm_ch_3":0.018,"inten_cooc_asm_ch_4":0.01593,"inten_cooc_contrast_ch_3":15.37459,"inten_cooc_contrast_ch_4":18.3381,"inten_cooc_entropy_ch_3":6.878,"inten_cooc_entropy_ch_4":6.62743,"inten_cooc_max_ch_3":0.1122,"inten_cooc_max_ch_4":0.0878,"kurt_inten_ch_1":12.5942,"kurt_inten_ch_3":15.44652,"kurt_inten_ch_4":1.21507,"length_ch_1":37.04239,"neighbor_avg_dist_ch_1":290.545,"neighbor_min_dist_ch_1":28.66667,"neighbor_var_dist_ch_1":126.03073,"perim_ch_1":91.83416,"shape_bfr_ch_1":0.679,"shape_lwr_ch_1":3.98586,"shape_p_2_a_ch_1":2.72452,"skew_inten_ch_1":2.4985,"skew_inten_ch_3":2.85648,"skew_inten_ch_4":1.15546,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":8424,"total_inten_ch_2":1158,"total_inten_ch_3":15064,"total_inten_ch_4":1193,"var_inten_ch_1":30.47066,"var_inten_ch_3":69.88547,"var_inten_ch_4":4.9837,"width_ch_1":9.29344}
{"case":"Test","class":"WS","angle_ch_1":35.50926,"area_ch_1":400,"avg_inten_ch_1":41.55236,"avg_inten_ch_2":249.71204,"avg_inten_ch_3":21.84555,"avg_inten_ch_4":44.23298,"convex_hull_area_ratio_ch_1":1.09987,"convex_hull_perim_ratio_ch_1":0.91685,"diff_inten_density_ch_1":50.02809,"diff_inten_density_ch_3":31.05056,"diff_inten_density_ch_4":39.33427,"entropy_inten_ch_1":6.40439,"entropy_inten_ch_3":4.65945,"entropy_inten_ch_4":5.31647,"eq_circ_diam_ch_1":22.57906,"eq_ellipse_lwr_ch_1":1.44787,"eq_ellipse_oblate_vol_ch_1":734.82168,"eq_ellipse_prolate_vol_ch_1":507.51774,"eq_sphere_area_ch_1":1601.62812,"eq_sphere_vol_ch_1":6027.21023,"fiber_align_2_ch_3":1.38318,"fiber_align_2_ch_4":1.35147,"fiber_length_ch_1":31.07885,"fiber_width_ch_1":13.33889,"inten_cooc_asm_ch_3":0.07444,"inten_cooc_asm_ch_4":0.07506,"inten_cooc_contrast_ch_3":9.91318,"inten_cooc_contrast_ch_4":7.49441,"inten_cooc_entropy_ch_3":5.72078,"inten_cooc_entropy_ch_4":5.69465,"inten_cooc_max_ch_3":0.26611,"inten_cooc_max_ch_4":0.2605,"kurt_inten_ch_1":0.16128,"kurt_inten_ch_3":2.26782,"kurt_inten_ch_4":5.06817,"length_ch_1":29.98941,"neighbor_avg_dist_ch_1":236.50452,"neighbor_min_dist_ch_1":27.94456,"neighbor_var_dist_ch_1":94.35439,"perim_ch_1":88.83549,"shape_bfr_ch_1":0.63396,"shape_lwr_ch_1":1.42395,"shape_p_2_a_ch_1":1.51487,"skew_inten_ch_1":0.64924,"skew_inten_ch_3":1.68389,"skew_inten_ch_4":2.08723,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":9,"total_inten_ch_1":15873,"total_inten_ch_2":95009,"total_inten_ch_3":8345,"total_inten_ch_4":16897,"var_inten_ch_1":28.81656,"var_inten_ch_3":30.58324,"var_inten_ch_4":60.66232,"width_ch_1":21.06071}
{"case":"Test","class":"WS","angle_ch_1":85.35324,"area_ch_1":275,"avg_inten_ch_1":25.3346,"avg_inten_ch_2":136.58555,"avg_inten_ch_3":41.74905,"avg_inten_ch_4":31.1711,"convex_hull_area_ratio_ch_1":1.14234,"convex_hull_perim_ratio_ch_1":0.89465,"diff_inten_density_ch_1":40.68815,"diff_inten_density_ch_3":46.40125,"diff_inten_density_ch_4":29.46154,"entropy_inten_ch_1":5.61824,"entropy_inten_ch_3":5.83889,"entropy_inten_ch_4":4.42367,"eq_circ_diam_ch_1":18.73493,"eq_ellipse_lwr_ch_1":1.76749,"eq_ellipse_oblate_vol_ch_1":463.80294,"eq_ellipse_prolate_vol_ch_1":262.40787,"eq_sphere_area_ch_1":1102.69161,"eq_sphere_vol_ch_1":3443.14188,"fiber_align_2_ch_3":1.03322,"fiber_align_2_ch_4":1.72457,"fiber_length_ch_1":28.76646,"fiber_width_ch_1":9.98395,"inten_cooc_asm_ch_3":0.01895,"inten_cooc_asm_ch_4":0.13731,"inten_cooc_contrast_ch_3":17.905,"inten_cooc_contrast_ch_4":4.9805,"inten_cooc_entropy_ch_3":6.99922,"inten_cooc_entropy_ch_4":4.89053,"inten_cooc_max_ch_3":0.12346,"inten_cooc_max_ch_4":0.38235,"kurt_inten_ch_1":0.47499,"kurt_inten_ch_3":0.63212,"kurt_inten_ch_4":0.19326,"length_ch_1":24.82243,"neighbor_avg_dist_ch_1":216.54021,"neighbor_min_dist_ch_1":29.761,"neighbor_var_dist_ch_1":96.27284,"perim_ch_1":77.50083,"shape_bfr_ch_1":0.65685,"shape_lwr_ch_1":1.46811,"shape_p_2_a_ch_1":1.66422,"skew_inten_ch_1":0.82477,"skew_inten_ch_3":1.0361,"skew_inten_ch_4":1.09815,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6663,"total_inten_ch_2":35660,"total_inten_ch_3":10980,"total_inten_ch_4":8198,"var_inten_ch_1":20.92559,"var_inten_ch_3":38.96559,"var_inten_ch_4":39.35213,"width_ch_1":16.9077}
{"case":"Test","class":"WS","angle_ch_1":66.49886,"area_ch_1":307,"avg_inten_ch_1":229.67918,"avg_inten_ch_2":225.4471,"avg_inten_ch_3":150.2116,"avg_inten_ch_4":228.99317,"convex_hull_area_ratio_ch_1":1.02805,"convex_hull_perim_ratio_ch_1":0.9677,"diff_inten_density_ch_1":100.67399,"diff_inten_density_ch_3":136.8315,"diff_inten_density_ch_4":113.8022,"entropy_inten_ch_1":7.57947,"entropy_inten_ch_3":7.07761,"entropy_inten_ch_4":7.16469,"eq_circ_diam_ch_1":19.77461,"eq_ellipse_lwr_ch_1":1.61184,"eq_ellipse_oblate_vol_ch_1":520.81554,"eq_ellipse_prolate_vol_ch_1":323.11865,"eq_sphere_area_ch_1":1228.47392,"eq_sphere_vol_ch_1":4048.76646,"fiber_align_2_ch_3":1.02896,"fiber_align_2_ch_4":1.45482,"fiber_length_ch_1":17.47752,"fiber_width_ch_1":17.47752,"inten_cooc_asm_ch_3":0.0084,"inten_cooc_asm_ch_4":0.01847,"inten_cooc_contrast_ch_3":17.31421,"inten_cooc_contrast_ch_4":8.15829,"inten_cooc_entropy_ch_3":7.42209,"inten_cooc_entropy_ch_4":6.8339,"inten_cooc_max_ch_3":0.05185,"inten_cooc_max_ch_4":0.10741,"kurt_inten_ch_1":-0.00051,"kurt_inten_ch_3":0.33497,"kurt_inten_ch_4":-0.40643,"length_ch_1":26.08527,"neighbor_avg_dist_ch_1":237.45827,"neighbor_min_dist_ch_1":33.80122,"neighbor_var_dist_ch_1":108.9264,"perim_ch_1":69.91009,"shape_bfr_ch_1":0.70516,"shape_lwr_ch_1":1.56233,"shape_p_2_a_ch_1":1.22458,"skew_inten_ch_1":0.51521,"skew_inten_ch_3":0.87417,"skew_inten_ch_4":0.34199,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":67296,"total_inten_ch_2":65764,"total_inten_ch_3":44012,"total_inten_ch_4":67095,"var_inten_ch_1":119.26158,"var_inten_ch_3":123.05925,"var_inten_ch_4":161.67738,"width_ch_1":16.69641}
{"case":"Test","class":"PS","angle_ch_1":159.49839,"area_ch_1":150,"avg_inten_ch_1":160.77083,"avg_inten_ch_2":379.39583,"avg_inten_ch_3":41.04167,"avg_inten_ch_4":1.74306,"convex_hull_area_ratio_ch_1":1.08072,"convex_hull_perim_ratio_ch_1":0.94065,"diff_inten_density_ch_1":95.81395,"diff_inten_density_ch_3":64.24806,"diff_inten_density_ch_4":4.81395,"entropy_inten_ch_1":6.79833,"entropy_inten_ch_3":2.27412,"entropy_inten_ch_4":1.04541,"eq_circ_diam_ch_1":13.86294,"eq_ellipse_lwr_ch_1":1.40421,"eq_ellipse_oblate_vol_ch_1":167.48686,"eq_ellipse_prolate_vol_ch_1":119.27512,"eq_sphere_area_ch_1":603.7551,"eq_sphere_vol_ch_1":1394.97053,"fiber_align_2_ch_3":1.39729,"fiber_align_2_ch_4":2,"fiber_length_ch_1":15.32535,"fiber_width_ch_1":10.37902,"inten_cooc_asm_ch_3":0.42496,"inten_cooc_asm_ch_4":0.69089,"inten_cooc_contrast_ch_3":1.02079,"inten_cooc_contrast_ch_4":0.45355,"inten_cooc_entropy_ch_3":2.55915,"inten_cooc_entropy_ch_4":1.25642,"inten_cooc_max_ch_3":0.64844,"inten_cooc_max_ch_4":0.83077,"kurt_inten_ch_1":-0.4159,"kurt_inten_ch_3":8.67305,"kurt_inten_ch_4":28.85009,"length_ch_1":16.77771,"neighbor_avg_dist_ch_1":194.15453,"neighbor_min_dist_ch_1":21.91048,"neighbor_var_dist_ch_1":96.84848,"perim_ch_1":51.40876,"shape_bfr_ch_1":0.70147,"shape_lwr_ch_1":1.30819,"shape_p_2_a_ch_1":1.32219,"skew_inten_ch_1":0.31368,"skew_inten_ch_3":2.89228,"skew_inten_ch_4":4.89049,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":23151,"total_inten_ch_2":54490,"total_inten_ch_3":5910,"total_inten_ch_4":251,"var_inten_ch_1":82.21759,"var_inten_ch_3":96.76086,"var_inten_ch_4":5.89697,"width_ch_1":12.8251}
{"case":"Test","class":"WS","angle_ch_1":101.99976,"area_ch_1":325,"avg_inten_ch_1":47.76206,"avg_inten_ch_2":116.18006,"avg_inten_ch_3":30.09003,"avg_inten_ch_4":66.6881,"convex_hull_area_ratio_ch_1":1.16089,"convex_hull_perim_ratio_ch_1":0.91796,"diff_inten_density_ch_1":51.40708,"diff_inten_density_ch_3":23.73628,"diff_inten_density_ch_4":40.61416,"entropy_inten_ch_1":6.45349,"entropy_inten_ch_3":3.58348,"entropy_inten_ch_4":5.99102,"eq_circ_diam_ch_1":20.37297,"eq_ellipse_lwr_ch_1":3.37632,"eq_ellipse_oblate_vol_ch_1":824.29702,"eq_ellipse_prolate_vol_ch_1":244.1409,"eq_sphere_area_ch_1":1303.94331,"eq_sphere_vol_ch_1":4427.53374,"fiber_align_2_ch_3":1.36632,"fiber_align_2_ch_4":1.45006,"fiber_length_ch_1":39.73402,"fiber_width_ch_1":8.56692,"inten_cooc_asm_ch_3":0.30936,"inten_cooc_asm_ch_4":0.05276,"inten_cooc_contrast_ch_3":1.06596,"inten_cooc_contrast_ch_4":4.82525,"inten_cooc_entropy_ch_3":3.36917,"inten_cooc_entropy_ch_4":6.05291,"inten_cooc_max_ch_3":0.55326,"inten_cooc_max_ch_4":0.21533,"kurt_inten_ch_1":0.04033,"kurt_inten_ch_3":13.41365,"kurt_inten_ch_4":-0.84392,"length_ch_1":38.60605,"neighbor_avg_dist_ch_1":191.96433,"neighbor_min_dist_ch_1":13.73585,"neighbor_var_dist_ch_1":81.73738,"perim_ch_1":96.60189,"shape_bfr_ch_1":0.59166,"shape_lwr_ch_1":2.70511,"shape_p_2_a_ch_1":2.18158,"skew_inten_ch_1":0.57612,"skew_inten_ch_3":3.21562,"skew_inten_ch_4":0.57032,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":14854,"total_inten_ch_2":35822,"total_inten_ch_3":9358,"total_inten_ch_4":20740,"var_inten_ch_1":31.77364,"var_inten_ch_3":60.12611,"var_inten_ch_4":63.72617,"width_ch_1":14.27153}
{"case":"Train","class":"WS","angle_ch_1":131.90692,"area_ch_1":230,"avg_inten_ch_1":142.01818,"avg_inten_ch_2":487.88182,"avg_inten_ch_3":111.99091,"avg_inten_ch_4":428.22727,"convex_hull_area_ratio_ch_1":1.01965,"convex_hull_perim_ratio_ch_1":0.97932,"diff_inten_density_ch_1":57.22716,"diff_inten_density_ch_3":56.19506,"diff_inten_density_ch_4":209.62716,"entropy_inten_ch_1":6.88323,"entropy_inten_ch_3":6.87101,"entropy_inten_ch_4":7.44036,"eq_circ_diam_ch_1":17.13506,"eq_ellipse_lwr_ch_1":1.72765,"eq_ellipse_oblate_vol_ch_1":350.81948,"eq_ellipse_prolate_vol_ch_1":203.06143,"eq_sphere_area_ch_1":922.40363,"eq_sphere_vol_ch_1":2634.23986,"fiber_align_2_ch_3":1.50376,"fiber_align_2_ch_4":1.08746,"fiber_length_ch_1":15.21786,"fiber_width_ch_1":15.21786,"inten_cooc_asm_ch_3":0.00902,"inten_cooc_asm_ch_4":0.00737,"inten_cooc_contrast_ch_3":9.04409,"inten_cooc_contrast_ch_4":14.15773,"inten_cooc_entropy_ch_3":7.12623,"inten_cooc_entropy_ch_4":7.29668,"inten_cooc_max_ch_3":0.0396,"inten_cooc_max_ch_4":0.02463,"kurt_inten_ch_1":-0.04288,"kurt_inten_ch_3":-0.0646,"kurt_inten_ch_4":-0.87689,"length_ch_1":23.97249,"neighbor_avg_dist_ch_1":269.06725,"neighbor_min_dist_ch_1":51.11876,"neighbor_var_dist_ch_1":115.05946,"perim_ch_1":60.87146,"shape_bfr_ch_1":0.68288,"shape_lwr_ch_1":1.70181,"shape_p_2_a_ch_1":1.2284,"skew_inten_ch_1":-0.72321,"skew_inten_ch_3":0.48039,"skew_inten_ch_4":-0.18641,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":3,"total_inten_ch_1":31244,"total_inten_ch_2":107115,"total_inten_ch_3":24638,"total_inten_ch_4":94210,"var_inten_ch_1":54.68363,"var_inten_ch_3":62.824,"var_inten_ch_4":204.6603,"width_ch_1":14.08644}
{"case":"Test","class":"PS","angle_ch_1":90.28397,"area_ch_1":257,"avg_inten_ch_1":27.60569,"avg_inten_ch_2":4.82927,"avg_inten_ch_3":58.0813,"avg_inten_ch_4":19.66667,"convex_hull_area_ratio_ch_1":1.25905,"convex_hull_perim_ratio_ch_1":0.86411,"diff_inten_density_ch_1":42.77315,"diff_inten_density_ch_3":38.88889,"diff_inten_density_ch_4":19.29167,"entropy_inten_ch_1":5.76417,"entropy_inten_ch_3":6.49625,"entropy_inten_ch_4":4.96526,"eq_circ_diam_ch_1":18.11932,"eq_ellipse_lwr_ch_1":4.25838,"eq_ellipse_oblate_vol_ch_1":651.24823,"eq_ellipse_prolate_vol_ch_1":152.93323,"eq_sphere_area_ch_1":1031.41497,"eq_sphere_vol_ch_1":3114.75546,"fiber_align_2_ch_3":1.64339,"fiber_align_2_ch_4":1.43543,"fiber_length_ch_1":44.64614,"fiber_width_ch_1":6.16288,"inten_cooc_asm_ch_3":0.00813,"inten_cooc_asm_ch_4":0.04837,"inten_cooc_contrast_ch_3":12.57342,"inten_cooc_contrast_ch_4":10.58426,"inten_cooc_entropy_ch_3":7.24559,"inten_cooc_entropy_ch_4":6.19491,"inten_cooc_max_ch_3":0.03139,"inten_cooc_max_ch_4":0.21531,"kurt_inten_ch_1":2.14866,"kurt_inten_ch_3":3.20218,"kurt_inten_ch_4":1.78462,"length_ch_1":37.90586,"neighbor_avg_dist_ch_1":299.30803,"neighbor_min_dist_ch_1":33.15942,"neighbor_var_dist_ch_1":134.41008,"perim_ch_1":101.61804,"shape_bfr_ch_1":0.65566,"shape_lwr_ch_1":3.65359,"shape_p_2_a_ch_1":2.98649,"skew_inten_ch_1":1.27783,"skew_inten_ch_3":1.82033,"skew_inten_ch_4":1.22432,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":6791,"total_inten_ch_2":943,"total_inten_ch_3":14288,"total_inten_ch_4":4838,"var_inten_ch_1":24.1244,"var_inten_ch_3":53.01842,"var_inten_ch_4":20.10892,"width_ch_1":10.37497}
{"case":"Train","class":"PS","angle_ch_1":2.0819,"area_ch_1":206,"avg_inten_ch_1":35.10152,"avg_inten_ch_2":205.11168,"avg_inten_ch_3":45.11168,"avg_inten_ch_4":81.39086,"convex_hull_area_ratio_ch_1":1.12981,"convex_hull_perim_ratio_ch_1":0.90684,"diff_inten_density_ch_1":48.58757,"diff_inten_density_ch_3":48.10734,"diff_inten_density_ch_4":95.23729,"entropy_inten_ch_1":5.88951,"entropy_inten_ch_3":3.06881,"entropy_inten_ch_4":3.45663,"eq_circ_diam_ch_1":16.21464,"eq_ellipse_lwr_ch_1":1.93651,"eq_ellipse_oblate_vol_ch_1":314.72483,"eq_ellipse_prolate_vol_ch_1":162.52148,"eq_sphere_area_ch_1":825.97052,"eq_sphere_vol_ch_1":2232.13591,"fiber_align_2_ch_3":1.64364,"fiber_align_2_ch_4":1.85658,"fiber_length_ch_1":24.86208,"fiber_width_ch_1":8.76928,"inten_cooc_asm_ch_3":0.33193,"inten_cooc_asm_ch_4":0.29934,"inten_cooc_contrast_ch_3":1.63314,"inten_cooc_contrast_ch_4":2.72299,"inten_cooc_entropy_ch_3":3.20062,"inten_cooc_entropy_ch_4":3.56086,"inten_cooc_max_ch_3":0.58046,"inten_cooc_max_ch_4":0.54598,"kurt_inten_ch_1":3.69845,"kurt_inten_ch_3":2.90411,"kurt_inten_ch_4":0.75946,"length_ch_1":23.64365,"neighbor_avg_dist_ch_1":234.21221,"neighbor_min_dist_ch_1":24.76265,"neighbor_var_dist_ch_1":112.49462,"perim_ch_1":67.26273,"shape_bfr_ch_1":0.66593,"shape_lwr_ch_1":1.80283,"shape_p_2_a_ch_1":1.65133,"skew_inten_ch_1":1.65389,"skew_inten_ch_3":1.98501,"skew_inten_ch_4":1.47614,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6915,"total_inten_ch_2":40211,"total_inten_ch_3":8887,"total_inten_ch_4":16034,"var_inten_ch_1":31.62855,"var_inten_ch_3":85.94265,"var_inten_ch_4":134.17038,"width_ch_1":13.11477}
{"case":"Test","class":"WS","angle_ch_1":61.16911,"area_ch_1":276,"avg_inten_ch_1":101.26894,"avg_inten_ch_2":290.00758,"avg_inten_ch_3":194.53409,"avg_inten_ch_4":301.33712,"convex_hull_area_ratio_ch_1":1.03993,"convex_hull_perim_ratio_ch_1":0.96092,"diff_inten_density_ch_1":85.818,"diff_inten_density_ch_3":179.51943,"diff_inten_density_ch_4":260.39059,"entropy_inten_ch_1":6.99402,"entropy_inten_ch_3":6.21702,"entropy_inten_ch_4":6.34008,"eq_circ_diam_ch_1":18.77051,"eq_ellipse_lwr_ch_1":1.12269,"eq_ellipse_oblate_vol_ch_1":371.75467,"eq_ellipse_prolate_vol_ch_1":331.12994,"eq_sphere_area_ch_1":1106.88435,"eq_sphere_vol_ch_1":3462.79822,"fiber_align_2_ch_3":1.29873,"fiber_align_2_ch_4":1.07733,"fiber_length_ch_1":16.51582,"fiber_width_ch_1":16.51582,"inten_cooc_asm_ch_3":0.05942,"inten_cooc_asm_ch_4":0.03294,"inten_cooc_contrast_ch_3":7.20212,"inten_cooc_contrast_ch_4":11.10024,"inten_cooc_entropy_ch_3":6.11613,"inten_cooc_entropy_ch_4":6.49949,"inten_cooc_max_ch_3":0.23361,"inten_cooc_max_ch_4":0.16803,"kurt_inten_ch_1":1.68984,"kurt_inten_ch_3":0.99116,"kurt_inten_ch_4":-1.06328,"length_ch_1":20.58766,"neighbor_avg_dist_ch_1":235.05124,"neighbor_min_dist_ch_1":26.32206,"neighbor_var_dist_ch_1":99.4014,"perim_ch_1":66.06327,"shape_bfr_ch_1":0.70017,"shape_lwr_ch_1":1.07244,"shape_p_2_a_ch_1":1.20267,"skew_inten_ch_1":1.12554,"skew_inten_ch_3":1.19705,"skew_inten_ch_4":0.42478,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":26735,"total_inten_ch_2":76299,"total_inten_ch_3":51357,"total_inten_ch_4":79553,"var_inten_ch_1":64.33359,"var_inten_ch_3":208.20803,"var_inten_ch_4":274.23748,"width_ch_1":19.19705}
{"case":"Train","class":"PS","angle_ch_1":80.38636,"area_ch_1":774,"avg_inten_ch_1":33.36265,"avg_inten_ch_2":5.64547,"avg_inten_ch_3":66.20704,"avg_inten_ch_4":110.37889,"convex_hull_area_ratio_ch_1":1.93072,"convex_hull_perim_ratio_ch_1":0.80051,"diff_inten_density_ch_1":37.24759,"diff_inten_density_ch_3":38.89177,"diff_inten_density_ch_4":61.17939,"entropy_inten_ch_1":6.20344,"entropy_inten_ch_3":6.9577,"entropy_inten_ch_4":7.12847,"eq_circ_diam_ch_1":31.40483,"eq_ellipse_lwr_ch_1":2.64859,"eq_ellipse_oblate_vol_ch_1":2674.20904,"eq_ellipse_prolate_vol_ch_1":1009.67374,"eq_sphere_area_ch_1":3098.43764,"eq_sphere_vol_ch_1":16217.65112,"fiber_align_2_ch_3":1.35633,"fiber_align_2_ch_4":1.71978,"fiber_length_ch_1":100.05873,"fiber_width_ch_1":8.08986,"inten_cooc_asm_ch_3":0.01163,"inten_cooc_asm_ch_4":0.02397,"inten_cooc_contrast_ch_3":7.06932,"inten_cooc_contrast_ch_4":8.00887,"inten_cooc_entropy_ch_3":7.09135,"inten_cooc_entropy_ch_4":6.79437,"inten_cooc_max_ch_3":0.06647,"inten_cooc_max_ch_4":0.14884,"kurt_inten_ch_1":-0.06383,"kurt_inten_ch_3":-0.40034,"kurt_inten_ch_4":-0.63011,"length_ch_1":70.83118,"neighbor_avg_dist_ch_1":199.30055,"neighbor_min_dist_ch_1":23.3913,"neighbor_var_dist_ch_1":85.84677,"perim_ch_1":216.29719,"shape_bfr_ch_1":0.31075,"shape_lwr_ch_1":2.01271,"shape_p_2_a_ch_1":4.59931,"skew_inten_ch_1":0.74177,"skew_inten_ch_3":0.78935,"skew_inten_ch_4":0.50534,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":24655,"total_inten_ch_2":3434,"total_inten_ch_3":48927,"total_inten_ch_4":81570,"var_inten_ch_1":26.27127,"var_inten_ch_3":58.26192,"var_inten_ch_4":89.30397,"width_ch_1":35.19202}
{"case":"Train","class":"PS","angle_ch_1":22.25454,"area_ch_1":293,"avg_inten_ch_1":81.55714,"avg_inten_ch_2":47.51071,"avg_inten_ch_3":44.74286,"avg_inten_ch_4":33.11071,"convex_hull_area_ratio_ch_1":1.3071,"convex_hull_perim_ratio_ch_1":0.90656,"diff_inten_density_ch_1":53.21654,"diff_inten_density_ch_3":32.77953,"diff_inten_density_ch_4":27.55512,"entropy_inten_ch_1":6.8644,"entropy_inten_ch_3":6.26769,"entropy_inten_ch_4":5.68205,"eq_circ_diam_ch_1":19.33095,"eq_ellipse_lwr_ch_1":2.24778,"eq_ellipse_oblate_vol_ch_1":574.56044,"eq_ellipse_prolate_vol_ch_1":255.61214,"eq_sphere_area_ch_1":1173.96825,"eq_sphere_vol_ch_1":3782.32064,"fiber_align_2_ch_3":1.2023,"fiber_align_2_ch_4":1.05407,"fiber_length_ch_1":36.38663,"fiber_width_ch_1":8.41882,"inten_cooc_asm_ch_3":0.00669,"inten_cooc_asm_ch_4":0.01833,"inten_cooc_contrast_ch_3":19.96905,"inten_cooc_contrast_ch_4":11.62368,"inten_cooc_entropy_ch_3":7.50331,"inten_cooc_entropy_ch_4":6.84177,"inten_cooc_max_ch_3":0.02811,"inten_cooc_max_ch_4":0.11197,"kurt_inten_ch_1":-0.595,"kurt_inten_ch_3":-0.9845,"kurt_inten_ch_4":-1.13094,"length_ch_1":32.51946,"neighbor_avg_dist_ch_1":220.02957,"neighbor_min_dist_ch_1":12.3283,"neighbor_var_dist_ch_1":93.9726,"perim_ch_1":89.61089,"shape_bfr_ch_1":0.51107,"shape_lwr_ch_1":1.8415,"shape_p_2_a_ch_1":2.08601,"skew_inten_ch_1":0.18344,"skew_inten_ch_3":-0.0588,"skew_inten_ch_4":0.27779,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":22836,"total_inten_ch_2":13024,"total_inten_ch_3":12528,"total_inten_ch_4":9271,"var_inten_ch_1":41.8409,"var_inten_ch_3":27.65692,"var_inten_ch_4":26.86923,"width_ch_1":17.65925}
{"case":"Train","class":"WS","angle_ch_1":114.25293,"area_ch_1":302,"avg_inten_ch_1":515.96886,"avg_inten_ch_2":177.24567,"avg_inten_ch_3":41.55363,"avg_inten_ch_4":168.77855,"convex_hull_area_ratio_ch_1":1.03,"convex_hull_perim_ratio_ch_1":0.97273,"diff_inten_density_ch_1":190.28625,"diff_inten_density_ch_3":39.2974,"diff_inten_density_ch_4":71.93309,"entropy_inten_ch_1":7.88766,"entropy_inten_ch_3":4.42358,"entropy_inten_ch_4":7.2575,"eq_circ_diam_ch_1":19.63917,"eq_ellipse_lwr_ch_1":1.53287,"eq_ellipse_oblate_vol_ch_1":497.53218,"eq_ellipse_prolate_vol_ch_1":324.57529,"eq_sphere_area_ch_1":1211.70295,"eq_sphere_vol_ch_1":3966.14018,"fiber_align_2_ch_3":1.43317,"fiber_align_2_ch_4":1.20758,"fiber_length_ch_1":17.17765,"fiber_width_ch_1":17.17765,"inten_cooc_asm_ch_3":0.13799,"inten_cooc_asm_ch_4":0.01356,"inten_cooc_contrast_ch_3":4.67566,"inten_cooc_contrast_ch_4":4.63719,"inten_cooc_entropy_ch_3":4.79053,"inten_cooc_entropy_ch_4":6.79168,"inten_cooc_max_ch_3":0.36466,"inten_cooc_max_ch_4":0.07519,"kurt_inten_ch_1":-0.98027,"kurt_inten_ch_3":4.12429,"kurt_inten_ch_4":-1.165,"length_ch_1":25.67479,"neighbor_avg_dist_ch_1":250.28108,"neighbor_min_dist_ch_1":23.8132,"neighbor_var_dist_ch_1":105.91824,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.67581,"shape_lwr_ch_1":1.47062,"shape_p_2_a_ch_1":1.19475,"skew_inten_ch_1":0.27127,"skew_inten_ch_3":2.16215,"skew_inten_ch_4":0.23482,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":149115,"total_inten_ch_2":50936,"total_inten_ch_3":12009,"total_inten_ch_4":48777,"var_inten_ch_1":280.91831,"var_inten_ch_3":73.90191,"var_inten_ch_4":123.62425,"width_ch_1":17.45846}
{"case":"Train","class":"PS","angle_ch_1":6.73594,"area_ch_1":191,"avg_inten_ch_1":26.13661,"avg_inten_ch_2":13.04918,"avg_inten_ch_3":58.06011,"avg_inten_ch_4":34.61749,"convex_hull_area_ratio_ch_1":1.2228,"convex_hull_perim_ratio_ch_1":0.90123,"diff_inten_density_ch_1":36.6904,"diff_inten_density_ch_3":52.14551,"diff_inten_density_ch_4":26.22601,"entropy_inten_ch_1":5.65019,"entropy_inten_ch_3":6.37811,"entropy_inten_ch_4":5.51902,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":3.23966,"eq_ellipse_oblate_vol_ch_1":364.4583,"eq_ellipse_prolate_vol_ch_1":112.49897,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":1.83998,"fiber_align_2_ch_4":1.68264,"fiber_length_ch_1":30.7165,"fiber_width_ch_1":6.58603,"inten_cooc_asm_ch_3":0.00747,"inten_cooc_asm_ch_4":0.0237,"inten_cooc_contrast_ch_3":16.36609,"inten_cooc_contrast_ch_4":9.59377,"inten_cooc_entropy_ch_3":7.30369,"inten_cooc_entropy_ch_4":6.46093,"inten_cooc_max_ch_3":0.01796,"inten_cooc_max_ch_4":0.15569,"kurt_inten_ch_1":1.64459,"kurt_inten_ch_3":0.10935,"kurt_inten_ch_4":-0.45836,"length_ch_1":28.17256,"neighbor_avg_dist_ch_1":279.68128,"neighbor_min_dist_ch_1":29.31744,"neighbor_var_dist_ch_1":132.23972,"perim_ch_1":74.60506,"shape_bfr_ch_1":0.58052,"shape_lwr_ch_1":2.40205,"shape_p_2_a_ch_1":2.18942,"skew_inten_ch_1":1.01749,"skew_inten_ch_3":0.77777,"skew_inten_ch_4":0.45423,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":4783,"total_inten_ch_2":2206,"total_inten_ch_3":10625,"total_inten_ch_4":6335,"var_inten_ch_1":19.19466,"var_inten_ch_3":45.41469,"var_inten_ch_4":28.35655,"width_ch_1":11.72855}
{"case":"Train","class":"PS","angle_ch_1":179.67359,"area_ch_1":462,"avg_inten_ch_1":509.29252,"avg_inten_ch_2":102.4966,"avg_inten_ch_3":392.22222,"avg_inten_ch_4":64.22676,"convex_hull_area_ratio_ch_1":1.06319,"convex_hull_perim_ratio_ch_1":0.97153,"diff_inten_density_ch_1":108.61548,"diff_inten_density_ch_3":202.18259,"diff_inten_density_ch_4":48.78718,"entropy_inten_ch_1":8.08989,"entropy_inten_ch_3":4.6185,"entropy_inten_ch_4":5.92872,"eq_circ_diam_ch_1":24.26015,"eq_ellipse_lwr_ch_1":3.0233,"eq_ellipse_oblate_vol_ch_1":1317.10402,"eq_ellipse_prolate_vol_ch_1":435.65108,"eq_sphere_area_ch_1":1849,"eq_sphere_vol_ch_1":7476.1702,"fiber_align_2_ch_3":1.02816,"fiber_align_2_ch_4":1.65966,"fiber_length_ch_1":37.80904,"fiber_width_ch_1":12.50314,"inten_cooc_asm_ch_3":0.26734,"inten_cooc_asm_ch_4":0.06055,"inten_cooc_contrast_ch_3":0.98094,"inten_cooc_contrast_ch_4":6.39025,"inten_cooc_entropy_ch_3":3.67957,"inten_cooc_entropy_ch_4":6.03674,"inten_cooc_max_ch_3":0.51372,"inten_cooc_max_ch_4":0.25117,"kurt_inten_ch_1":1.86125,"kurt_inten_ch_3":2.29668,"kurt_inten_ch_4":0.48932,"length_ch_1":40.96338,"neighbor_avg_dist_ch_1":227.51501,"neighbor_min_dist_ch_1":35.01967,"neighbor_var_dist_ch_1":85.82481,"perim_ch_1":100.62437,"shape_bfr_ch_1":0.78507,"shape_lwr_ch_1":2.84984,"shape_p_2_a_ch_1":1.70443,"skew_inten_ch_1":1.1473,"skew_inten_ch_3":1.5736,"skew_inten_ch_4":0.95962,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":11,"total_inten_ch_1":224598,"total_inten_ch_2":44761,"total_inten_ch_3":172970,"total_inten_ch_4":28324,"var_inten_ch_1":207.39211,"var_inten_ch_3":556.49589,"var_inten_ch_4":66.42899,"width_ch_1":14.37393}
{"case":"Test","class":"PS","angle_ch_1":102.24656,"area_ch_1":194,"avg_inten_ch_1":37.37634,"avg_inten_ch_2":131.32258,"avg_inten_ch_3":0.62366,"avg_inten_ch_4":21.18817,"convex_hull_area_ratio_ch_1":1.09323,"convex_hull_perim_ratio_ch_1":0.86285,"diff_inten_density_ch_1":43.91291,"diff_inten_density_ch_3":2.41742,"diff_inten_density_ch_4":19.33033,"entropy_inten_ch_1":6.04975,"entropy_inten_ch_3":0.32624,"entropy_inten_ch_4":3.69069,"eq_circ_diam_ch_1":15.75545,"eq_ellipse_lwr_ch_1":1.74126,"eq_ellipse_oblate_vol_ch_1":273.79327,"eq_ellipse_prolate_vol_ch_1":157.2386,"eq_sphere_area_ch_1":779.85034,"eq_sphere_vol_ch_1":2047.81496,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.49546,"fiber_length_ch_1":25.75137,"fiber_width_ch_1":7.96782,"inten_cooc_asm_ch_3":0.91273,"inten_cooc_asm_ch_4":0.22164,"inten_cooc_contrast_ch_3":0.03918,"inten_cooc_contrast_ch_4":2.74129,"inten_cooc_entropy_ch_3":0.32204,"inten_cooc_entropy_ch_4":3.98109,"inten_cooc_max_ch_3":0.95858,"inten_cooc_max_ch_4":0.46341,"kurt_inten_ch_1":-0.16538,"kurt_inten_ch_3":42.54774,"kurt_inten_ch_4":0.43737,"length_ch_1":22.31376,"neighbor_avg_dist_ch_1":291.93671,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":113.88811,"perim_ch_1":67.43839,"shape_bfr_ch_1":0.6811,"shape_lwr_ch_1":1.73941,"shape_p_2_a_ch_1":1.76385,"skew_inten_ch_1":0.44024,"skew_inten_ch_3":6.40144,"skew_inten_ch_4":1.34028,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6952,"total_inten_ch_2":24241,"total_inten_ch_3":116,"total_inten_ch_4":3941,"var_inten_ch_1":23.51614,"var_inten_ch_3":3.56631,"var_inten_ch_4":31.89182,"width_ch_1":12.82832}
{"case":"Train","class":"PS","angle_ch_1":6.75487,"area_ch_1":536,"avg_inten_ch_1":51.48047,"avg_inten_ch_2":3.44141,"avg_inten_ch_3":130.40039,"avg_inten_ch_4":7.23633,"convex_hull_area_ratio_ch_1":2.04768,"convex_hull_perim_ratio_ch_1":0.71701,"diff_inten_density_ch_1":47.05537,"diff_inten_density_ch_3":75.78848,"diff_inten_density_ch_4":7.06645,"entropy_inten_ch_1":6.72043,"entropy_inten_ch_3":7.68842,"entropy_inten_ch_4":1.01382,"eq_circ_diam_ch_1":26.14022,"eq_ellipse_lwr_ch_1":1.22687,"eq_ellipse_oblate_vol_ch_1":1049.60612,"eq_ellipse_prolate_vol_ch_1":855.51303,"eq_sphere_area_ch_1":2146.68481,"eq_sphere_vol_ch_1":9352.46814,"fiber_align_2_ch_3":1.75115,"fiber_align_2_ch_4":1.55365,"fiber_length_ch_1":96.18823,"fiber_width_ch_1":5.94172,"inten_cooc_asm_ch_3":0.00834,"inten_cooc_asm_ch_4":0.77824,"inten_cooc_contrast_ch_3":13.88471,"inten_cooc_contrast_ch_4":0.09178,"inten_cooc_entropy_ch_3":7.51423,"inten_cooc_entropy_ch_4":0.82615,"inten_cooc_max_ch_3":0.05702,"inten_cooc_max_ch_4":0.88367,"kurt_inten_ch_1":0.15363,"kurt_inten_ch_3":0.80993,"kurt_inten_ch_4":26.81514,"length_ch_1":47.30334,"neighbor_avg_dist_ch_1":201.05491,"neighbor_min_dist_ch_1":44.21388,"neighbor_var_dist_ch_1":100.00884,"perim_ch_1":204.2599,"shape_bfr_ch_1":0.24189,"shape_lwr_ch_1":1.00855,"shape_p_2_a_ch_1":5.80925,"skew_inten_ch_1":0.77373,"skew_inten_ch_3":0.92705,"skew_inten_ch_4":5.1874,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":8,"total_inten_ch_1":26358,"total_inten_ch_2":1251,"total_inten_ch_3":66765,"total_inten_ch_4":3705,"var_inten_ch_1":34.55639,"var_inten_ch_3":87.74936,"var_inten_ch_4":32.34055,"width_ch_1":46.90252}
{"case":"Test","class":"PS","angle_ch_1":156.77716,"area_ch_1":289,"avg_inten_ch_1":107.02536,"avg_inten_ch_2":329.56884,"avg_inten_ch_3":196.74275,"avg_inten_ch_4":422.96739,"convex_hull_area_ratio_ch_1":1.28183,"convex_hull_perim_ratio_ch_1":0.78188,"diff_inten_density_ch_1":88.46964,"diff_inten_density_ch_3":165.61943,"diff_inten_density_ch_4":258.68826,"entropy_inten_ch_1":7.01312,"entropy_inten_ch_3":6.09028,"entropy_inten_ch_4":7.18768,"eq_circ_diam_ch_1":19.19238,"eq_ellipse_lwr_ch_1":1.4453,"eq_ellipse_oblate_vol_ch_1":450.88322,"eq_ellipse_prolate_vol_ch_1":311.96529,"eq_sphere_area_ch_1":1157.19728,"eq_sphere_vol_ch_1":3701.56107,"fiber_align_2_ch_3":1.71396,"fiber_align_2_ch_4":1.50201,"fiber_length_ch_1":39.80731,"fiber_width_ch_1":7.75462,"inten_cooc_asm_ch_3":0.05296,"inten_cooc_asm_ch_4":0.01323,"inten_cooc_contrast_ch_3":6.24851,"inten_cooc_contrast_ch_4":13.46518,"inten_cooc_entropy_ch_3":5.99547,"inten_cooc_entropy_ch_4":7.05624,"inten_cooc_max_ch_3":0.22131,"inten_cooc_max_ch_4":0.084,"kurt_inten_ch_1":5.91705,"kurt_inten_ch_3":4.1172,"kurt_inten_ch_4":-0.77569,"length_ch_1":26.08041,"neighbor_avg_dist_ch_1":185.09515,"neighbor_min_dist_ch_1":29.28167,"neighbor_var_dist_ch_1":80.4044,"perim_ch_1":95.12387,"shape_bfr_ch_1":0.5429,"shape_lwr_ch_1":1.27645,"shape_p_2_a_ch_1":2.33261,"skew_inten_ch_1":2.35751,"skew_inten_ch_3":2.05,"skew_inten_ch_4":0.26817,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":29539,"total_inten_ch_2":90686,"total_inten_ch_3":54301,"total_inten_ch_4":116739,"var_inten_ch_1":118.44247,"var_inten_ch_3":271.77809,"var_inten_ch_4":291.65437,"width_ch_1":20.43196}
{"case":"Train","class":"PS","angle_ch_1":23.90994,"area_ch_1":228,"avg_inten_ch_1":76.79358,"avg_inten_ch_2":285.16514,"avg_inten_ch_3":97.58257,"avg_inten_ch_4":355.45872,"convex_hull_area_ratio_ch_1":1.15502,"convex_hull_perim_ratio_ch_1":0.87635,"diff_inten_density_ch_1":58.93418,"diff_inten_density_ch_3":70.87342,"diff_inten_density_ch_4":219.23291,"entropy_inten_ch_1":6.63349,"entropy_inten_ch_3":5.89778,"entropy_inten_ch_4":6.59168,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":1.15444,"eq_ellipse_oblate_vol_ch_1":282.87287,"eq_ellipse_prolate_vol_ch_1":245.03114,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.63424,"fiber_align_2_ch_4":1.21255,"fiber_length_ch_1":25.08715,"fiber_width_ch_1":9.56803,"inten_cooc_asm_ch_3":0.05144,"inten_cooc_asm_ch_4":0.03048,"inten_cooc_contrast_ch_3":9.37498,"inten_cooc_contrast_ch_4":9.86247,"inten_cooc_entropy_ch_3":6.19768,"inten_cooc_entropy_ch_4":6.60285,"inten_cooc_max_ch_3":0.22388,"inten_cooc_max_ch_4":0.1592,"kurt_inten_ch_1":0.92169,"kurt_inten_ch_3":-0.58566,"kurt_inten_ch_4":-1.27535,"length_ch_1":19.6457,"neighbor_avg_dist_ch_1":255.09345,"neighbor_min_dist_ch_1":22.66299,"neighbor_var_dist_ch_1":134.13736,"perim_ch_1":69.31035,"shape_bfr_ch_1":0.59527,"shape_lwr_ch_1":1.00543,"shape_p_2_a_ch_1":1.59261,"skew_inten_ch_1":0.88722,"skew_inten_ch_3":0.63001,"skew_inten_ch_4":0.08755,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":16741,"total_inten_ch_2":61949,"total_inten_ch_3":21273,"total_inten_ch_4":77490,"var_inten_ch_1":46.89133,"var_inten_ch_3":90.27621,"var_inten_ch_4":272.72601,"width_ch_1":19.53965}
{"case":"Test","class":"PS","angle_ch_1":145.40561,"area_ch_1":216,"avg_inten_ch_1":53.32367,"avg_inten_ch_2":184.68599,"avg_inten_ch_3":30.52657,"avg_inten_ch_4":200.59903,"convex_hull_area_ratio_ch_1":1.10337,"convex_hull_perim_ratio_ch_1":0.94813,"diff_inten_density_ch_1":60.38133,"diff_inten_density_ch_3":27.94933,"diff_inten_density_ch_4":106.52533,"entropy_inten_ch_1":6.45032,"entropy_inten_ch_3":4.97279,"entropy_inten_ch_4":6.50847,"eq_circ_diam_ch_1":16.62109,"eq_ellipse_lwr_ch_1":1.78082,"eq_ellipse_oblate_vol_ch_1":325.0779,"eq_ellipse_prolate_vol_ch_1":182.54364,"eq_sphere_area_ch_1":867.89796,"eq_sphere_vol_ch_1":2404.23444,"fiber_align_2_ch_3":1.53287,"fiber_align_2_ch_4":1.47415,"fiber_length_ch_1":25.91133,"fiber_width_ch_1":8.70747,"inten_cooc_asm_ch_3":0.06327,"inten_cooc_asm_ch_4":0.02815,"inten_cooc_contrast_ch_3":10.46324,"inten_cooc_contrast_ch_4":9.44169,"inten_cooc_entropy_ch_3":5.9215,"inten_cooc_entropy_ch_4":6.53225,"inten_cooc_max_ch_3":0.24599,"inten_cooc_max_ch_4":0.15957,"kurt_inten_ch_1":22.73266,"kurt_inten_ch_3":-1.13644,"kurt_inten_ch_4":-0.51119,"length_ch_1":26.15634,"neighbor_avg_dist_ch_1":292.75108,"neighbor_min_dist_ch_1":26.22232,"neighbor_var_dist_ch_1":112.84746,"perim_ch_1":69.23759,"shape_bfr_ch_1":0.53352,"shape_lwr_ch_1":1.68227,"shape_p_2_a_ch_1":1.69079,"skew_inten_ch_1":3.36684,"skew_inten_ch_3":0.34089,"skew_inten_ch_4":0.16143,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":11038,"total_inten_ch_2":38024,"total_inten_ch_3":6319,"total_inten_ch_4":41524,"var_inten_ch_1":44.71527,"var_inten_ch_3":27.93398,"var_inten_ch_4":138.33317,"width_ch_1":15.54828}
{"case":"Train","class":"PS","angle_ch_1":119.24938,"area_ch_1":236,"avg_inten_ch_1":115.85398,"avg_inten_ch_2":362.95575,"avg_inten_ch_3":21.69912,"avg_inten_ch_4":101.19027,"convex_hull_area_ratio_ch_1":1.02766,"convex_hull_perim_ratio_ch_1":0.97693,"diff_inten_density_ch_1":60.99041,"diff_inten_density_ch_3":16.34293,"diff_inten_density_ch_4":53.48441,"entropy_inten_ch_1":6.92063,"entropy_inten_ch_3":4.58327,"entropy_inten_ch_4":4.96677,"eq_circ_diam_ch_1":17.36715,"eq_ellipse_lwr_ch_1":1.54249,"eq_ellipse_oblate_vol_ch_1":345.13982,"eq_ellipse_prolate_vol_ch_1":223.75531,"eq_sphere_area_ch_1":947.56009,"eq_sphere_vol_ch_1":2742.73567,"fiber_align_2_ch_3":1.30478,"fiber_align_2_ch_4":1.38741,"fiber_length_ch_1":15.21786,"fiber_width_ch_1":15.21786,"inten_cooc_asm_ch_3":0.11269,"inten_cooc_asm_ch_4":0.13934,"inten_cooc_contrast_ch_3":3.86511,"inten_cooc_contrast_ch_4":3.60576,"inten_cooc_entropy_ch_3":5.22175,"inten_cooc_entropy_ch_4":4.89805,"inten_cooc_max_ch_3":0.32857,"inten_cooc_max_ch_4":0.37143,"kurt_inten_ch_1":-0.65127,"kurt_inten_ch_3":0.17122,"kurt_inten_ch_4":-1.54657,"length_ch_1":22.0819,"neighbor_avg_dist_ch_1":243.12331,"neighbor_min_dist_ch_1":23.34645,"neighbor_var_dist_ch_1":103.46518,"perim_ch_1":60.87146,"shape_bfr_ch_1":0.70478,"shape_lwr_ch_1":1.4507,"shape_p_2_a_ch_1":1.19704,"skew_inten_ch_1":-0.07519,"skew_inten_ch_3":1.13897,"skew_inten_ch_4":0.25945,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":26183,"total_inten_ch_2":81803,"total_inten_ch_3":4904,"total_inten_ch_4":22869,"var_inten_ch_1":51.61876,"var_inten_ch_3":26.88714,"var_inten_ch_4":99.37791,"width_ch_1":15.22151}
{"case":"Test","class":"WS","angle_ch_1":88.86248,"area_ch_1":487,"avg_inten_ch_1":51.08387,"avg_inten_ch_2":317.45806,"avg_inten_ch_3":76.64516,"avg_inten_ch_4":187.76774,"convex_hull_area_ratio_ch_1":1.05599,"convex_hull_perim_ratio_ch_1":0.92301,"diff_inten_density_ch_1":52.1927,"diff_inten_density_ch_3":58.65108,"diff_inten_density_ch_4":109.07754,"entropy_inten_ch_1":6.71648,"entropy_inten_ch_3":6.71171,"entropy_inten_ch_4":6.95571,"eq_circ_diam_ch_1":24.91155,"eq_ellipse_lwr_ch_1":1.16846,"eq_ellipse_oblate_vol_ch_1":886.55855,"eq_ellipse_prolate_vol_ch_1":758.74272,"eq_sphere_area_ch_1":1949.62585,"eq_sphere_vol_ch_1":8094.69939,"fiber_align_2_ch_3":1.39273,"fiber_align_2_ch_4":1.19836,"fiber_length_ch_1":26.94326,"fiber_width_ch_1":18.58613,"inten_cooc_asm_ch_3":0.01993,"inten_cooc_asm_ch_4":0.03469,"inten_cooc_contrast_ch_3":7.66085,"inten_cooc_contrast_ch_4":5.16863,"inten_cooc_entropy_ch_3":6.91112,"inten_cooc_entropy_ch_4":6.38654,"inten_cooc_max_ch_3":0.12245,"inten_cooc_max_ch_4":0.16972,"kurt_inten_ch_1":0.12765,"kurt_inten_ch_3":0.51985,"kurt_inten_ch_4":-0.39643,"length_ch_1":27.71871,"neighbor_avg_dist_ch_1":172.02606,"neighbor_min_dist_ch_1":28.31717,"neighbor_var_dist_ch_1":90.50183,"perim_ch_1":91.05877,"shape_bfr_ch_1":0.77524,"shape_lwr_ch_1":1.22206,"shape_p_2_a_ch_1":1.31763,"skew_inten_ch_1":0.86858,"skew_inten_ch_3":1.00736,"skew_inten_ch_4":0.8261,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":23754,"total_inten_ch_2":147154,"total_inten_ch_3":35640,"total_inten_ch_4":87312,"var_inten_ch_1":42.52007,"var_inten_ch_3":74.20327,"var_inten_ch_4":184.79372,"width_ch_1":22.68197}
{"case":"Train","class":"WS","angle_ch_1":74.41933,"area_ch_1":255,"avg_inten_ch_1":838.19262,"avg_inten_ch_2":286.34426,"avg_inten_ch_3":22.43852,"avg_inten_ch_4":133.73361,"convex_hull_area_ratio_ch_1":1.03346,"convex_hull_perim_ratio_ch_1":0.97114,"diff_inten_density_ch_1":240.96896,"diff_inten_density_ch_3":25.20399,"diff_inten_density_ch_4":82.45898,"entropy_inten_ch_1":7.72273,"entropy_inten_ch_3":2.92308,"entropy_inten_ch_4":6.14312,"eq_circ_diam_ch_1":18.04551,"eq_ellipse_lwr_ch_1":1.53504,"eq_ellipse_oblate_vol_ch_1":386.24772,"eq_ellipse_prolate_vol_ch_1":251.62086,"eq_sphere_area_ch_1":1023.02948,"eq_sphere_vol_ch_1":3076.84795,"fiber_align_2_ch_3":1.67129,"fiber_align_2_ch_4":1.35646,"fiber_length_ch_1":15.94181,"fiber_width_ch_1":15.94181,"inten_cooc_asm_ch_3":0.3635,"inten_cooc_asm_ch_4":0.04717,"inten_cooc_contrast_ch_3":1.42679,"inten_cooc_contrast_ch_4":4.94989,"inten_cooc_entropy_ch_3":3.0772,"inten_cooc_entropy_ch_4":6.00837,"inten_cooc_max_ch_3":0.60262,"inten_cooc_max_ch_4":0.1982,"kurt_inten_ch_1":-1.014,"kurt_inten_ch_3":6.29147,"kurt_inten_ch_4":-0.964,"length_ch_1":23.34607,"neighbor_avg_dist_ch_1":321.99567,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":130.29285,"perim_ch_1":63.76723,"shape_bfr_ch_1":0.67759,"shape_lwr_ch_1":1.44399,"shape_p_2_a_ch_1":1.21538,"skew_inten_ch_1":-0.20057,"skew_inten_ch_3":2.49001,"skew_inten_ch_4":0.59348,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":204519,"total_inten_ch_2":69625,"total_inten_ch_3":5475,"total_inten_ch_4":32631,"var_inten_ch_1":372.86452,"var_inten_ch_3":45.63954,"var_inten_ch_4":132.78381,"width_ch_1":16.16777}
{"case":"Test","class":"PS","angle_ch_1":20.54044,"area_ch_1":366,"avg_inten_ch_1":24.00571,"avg_inten_ch_2":184.08,"avg_inten_ch_3":23.79429,"avg_inten_ch_4":91.51714,"convex_hull_area_ratio_ch_1":1.44369,"convex_hull_perim_ratio_ch_1":0.85959,"diff_inten_density_ch_1":35.4795,"diff_inten_density_ch_3":22.7571,"diff_inten_density_ch_4":50.87697,"entropy_inten_ch_1":5.72378,"entropy_inten_ch_3":5.60911,"entropy_inten_ch_4":5.89644,"eq_circ_diam_ch_1":21.61266,"eq_ellipse_lwr_ch_1":2.13195,"eq_ellipse_oblate_vol_ch_1":782.00999,"eq_ellipse_prolate_vol_ch_1":366.80473,"eq_sphere_area_ch_1":1467.46032,"eq_sphere_vol_ch_1":5285.95379,"fiber_align_2_ch_3":1.66887,"fiber_align_2_ch_4":1.28737,"fiber_length_ch_1":45.88696,"fiber_width_ch_1":8.41757,"inten_cooc_asm_ch_3":0.00972,"inten_cooc_asm_ch_4":0.08074,"inten_cooc_contrast_ch_3":16.3091,"inten_cooc_contrast_ch_4":4.24371,"inten_cooc_entropy_ch_3":7.35856,"inten_cooc_entropy_ch_4":5.6936,"inten_cooc_max_ch_3":0.06032,"inten_cooc_max_ch_4":0.27937,"kurt_inten_ch_1":0.16199,"kurt_inten_ch_3":5.03907,"kurt_inten_ch_4":-1.07495,"length_ch_1":35.10868,"neighbor_avg_dist_ch_1":244.41824,"neighbor_min_dist_ch_1":21.91048,"neighbor_var_dist_ch_1":120.85484,"perim_ch_1":108.60905,"shape_bfr_ch_1":0.45185,"shape_lwr_ch_1":1.51816,"shape_p_2_a_ch_1":2.43021,"skew_inten_ch_1":0.5951,"skew_inten_ch_3":1.76808,"skew_inten_ch_4":0.47763,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":14,"total_inten_ch_1":8402,"total_inten_ch_2":64079,"total_inten_ch_3":8328,"total_inten_ch_4":32031,"var_inten_ch_1":17.58473,"var_inten_ch_3":22.82287,"var_inten_ch_4":88.44516,"width_ch_1":23.12586}
{"case":"Train","class":"PS","angle_ch_1":57.04407,"area_ch_1":613,"avg_inten_ch_1":31.4906,"avg_inten_ch_2":133.92137,"avg_inten_ch_3":49.95897,"avg_inten_ch_4":125.09744,"convex_hull_area_ratio_ch_1":1.33966,"convex_hull_perim_ratio_ch_1":0.84173,"diff_inten_density_ch_1":43.55638,"diff_inten_density_ch_3":45.07579,"diff_inten_density_ch_4":76.08872,"entropy_inten_ch_1":6.06134,"entropy_inten_ch_3":5.65048,"entropy_inten_ch_4":6.4052,"eq_circ_diam_ch_1":27.94166,"eq_ellipse_lwr_ch_1":2.97019,"eq_ellipse_oblate_vol_ch_1":1994.56254,"eq_ellipse_prolate_vol_ch_1":671.52632,"eq_sphere_area_ch_1":2452.7551,"eq_sphere_vol_ch_1":11422.34031,"fiber_align_2_ch_3":1.30117,"fiber_align_2_ch_4":1.43906,"fiber_length_ch_1":66.2581,"fiber_width_ch_1":9.58281,"inten_cooc_asm_ch_3":0.07909,"inten_cooc_asm_ch_4":0.05759,"inten_cooc_contrast_ch_3":5.70134,"inten_cooc_contrast_ch_4":5.17255,"inten_cooc_entropy_ch_3":5.84895,"inten_cooc_entropy_ch_4":6.09332,"inten_cooc_max_ch_3":0.27509,"inten_cooc_max_ch_4":0.23897,"kurt_inten_ch_1":2.4904,"kurt_inten_ch_3":4.78091,"kurt_inten_ch_4":-0.9715,"length_ch_1":56.17819,"neighbor_avg_dist_ch_1":278.65139,"neighbor_min_dist_ch_1":33.92504,"neighbor_var_dist_ch_1":123.62219,"perim_ch_1":151.68181,"shape_bfr_ch_1":0.50935,"shape_lwr_ch_1":2.62155,"shape_p_2_a_ch_1":2.88352,"skew_inten_ch_1":1.31604,"skew_inten_ch_3":2.07867,"skew_inten_ch_4":0.47622,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":12,"total_inten_ch_1":18422,"total_inten_ch_2":77760,"total_inten_ch_3":29226,"total_inten_ch_4":73182,"var_inten_ch_1":25.31734,"var_inten_ch_3":67.42886,"var_inten_ch_4":116.89109,"width_ch_1":21.42939}
{"case":"Test","class":"WS","angle_ch_1":172.61139,"area_ch_1":185,"avg_inten_ch_1":100.28814,"avg_inten_ch_2":227.28814,"avg_inten_ch_3":142.31073,"avg_inten_ch_4":383.58757,"convex_hull_area_ratio_ch_1":1.01913,"convex_hull_perim_ratio_ch_1":0.98514,"diff_inten_density_ch_1":60.24923,"diff_inten_density_ch_3":90.47077,"diff_inten_density_ch_4":184.65538,"entropy_inten_ch_1":6.63954,"entropy_inten_ch_3":6.82055,"entropy_inten_ch_4":7.20345,"eq_circ_diam_ch_1":15.36954,"eq_ellipse_lwr_ch_1":1.19655,"eq_ellipse_oblate_vol_ch_1":210.6915,"eq_ellipse_prolate_vol_ch_1":176.08237,"eq_sphere_area_ch_1":742.11565,"eq_sphere_vol_ch_1":1900.99597,"fiber_align_2_ch_3":1.47707,"fiber_align_2_ch_4":1.45329,"fiber_length_ch_1":13.04604,"fiber_width_ch_1":13.04604,"inten_cooc_asm_ch_3":0.00918,"inten_cooc_asm_ch_4":0.00739,"inten_cooc_contrast_ch_3":14.59061,"inten_cooc_contrast_ch_4":17.96192,"inten_cooc_entropy_ch_3":7.09053,"inten_cooc_entropy_ch_4":7.34701,"inten_cooc_max_ch_3":0.03659,"inten_cooc_max_ch_4":0.02484,"kurt_inten_ch_1":0.6545,"kurt_inten_ch_3":2.201,"kurt_inten_ch_4":-0.5973,"length_ch_1":17.0349,"neighbor_avg_dist_ch_1":277.43976,"neighbor_min_dist_ch_1":17.88006,"neighbor_var_dist_ch_1":122.02467,"perim_ch_1":52.18415,"shape_bfr_ch_1":0.75717,"shape_lwr_ch_1":1.1843,"shape_p_2_a_ch_1":1.12973,"skew_inten_ch_1":0.46494,"skew_inten_ch_3":1.29327,"skew_inten_ch_4":-0.00786,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":17751,"total_inten_ch_2":40054,"total_inten_ch_3":25189,"total_inten_ch_4":67895,"var_inten_ch_1":45.89218,"var_inten_ch_3":94.86326,"var_inten_ch_4":164.72255,"width_ch_1":14.38395}
{"case":"Test","class":"PS","angle_ch_1":104.33,"area_ch_1":208,"avg_inten_ch_1":38.72864,"avg_inten_ch_2":1,"avg_inten_ch_3":90.99497,"avg_inten_ch_4":75.01508,"convex_hull_area_ratio_ch_1":1.30058,"convex_hull_perim_ratio_ch_1":0.90234,"diff_inten_density_ch_1":49.12104,"diff_inten_density_ch_3":86.04323,"diff_inten_density_ch_4":53.54179,"entropy_inten_ch_1":5.92002,"entropy_inten_ch_3":6.51412,"entropy_inten_ch_4":5.7337,"eq_circ_diam_ch_1":16.29674,"eq_ellipse_lwr_ch_1":3.19748,"eq_ellipse_oblate_vol_ch_1":410.58707,"eq_ellipse_prolate_vol_ch_1":128.40947,"eq_sphere_area_ch_1":834.35601,"eq_sphere_vol_ch_1":2266.21396,"fiber_align_2_ch_3":1.47893,"fiber_align_2_ch_4":1.76722,"fiber_length_ch_1":35.19183,"fiber_width_ch_1":6.36653,"inten_cooc_asm_ch_3":0.00904,"inten_cooc_asm_ch_4":0.02827,"inten_cooc_contrast_ch_3":16.60798,"inten_cooc_contrast_ch_4":13.87129,"inten_cooc_entropy_ch_3":7.15042,"inten_cooc_entropy_ch_4":6.57581,"inten_cooc_max_ch_3":0.04444,"inten_cooc_max_ch_4":0.17222,"kurt_inten_ch_1":7.59347,"kurt_inten_ch_3":7.42946,"kurt_inten_ch_4":-1.23525,"length_ch_1":32.7778,"neighbor_avg_dist_ch_1":196.45031,"neighbor_min_dist_ch_1":31.7546,"neighbor_var_dist_ch_1":83.462,"perim_ch_1":83.11671,"shape_bfr_ch_1":0.46602,"shape_lwr_ch_1":2.40032,"shape_p_2_a_ch_1":2.45369,"skew_inten_ch_1":2.32783,"skew_inten_ch_3":2.39351,"skew_inten_ch_4":-0.03241,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7707,"total_inten_ch_2":1,"total_inten_ch_3":18108,"total_inten_ch_4":14928,"var_inten_ch_1":36.82918,"var_inten_ch_3":92.18719,"var_inten_ch_4":55.9689,"width_ch_1":13.65561}
{"case":"Test","class":"PS","angle_ch_1":101.20083,"area_ch_1":180,"avg_inten_ch_1":139.25,"avg_inten_ch_2":216.52907,"avg_inten_ch_3":227.1686,"avg_inten_ch_4":130.29651,"convex_hull_area_ratio_ch_1":1.19236,"convex_hull_perim_ratio_ch_1":0.87662,"diff_inten_density_ch_1":89.41584,"diff_inten_density_ch_3":174.0495,"diff_inten_density_ch_4":122.86799,"entropy_inten_ch_1":6.86505,"entropy_inten_ch_3":6.50556,"entropy_inten_ch_4":5.77231,"eq_circ_diam_ch_1":15.1509,"eq_ellipse_lwr_ch_1":2.22415,"eq_ellipse_oblate_vol_ch_1":275.16724,"eq_ellipse_prolate_vol_ch_1":123.71767,"eq_sphere_area_ch_1":721.15193,"eq_sphere_vol_ch_1":1821.01686,"fiber_align_2_ch_3":1.19939,"fiber_align_2_ch_4":1.23968,"fiber_length_ch_1":28.00955,"fiber_width_ch_1":6.85766,"inten_cooc_asm_ch_3":0.01624,"inten_cooc_asm_ch_4":0.03786,"inten_cooc_contrast_ch_3":7.36571,"inten_cooc_contrast_ch_4":7.07969,"inten_cooc_entropy_ch_3":6.68655,"inten_cooc_entropy_ch_4":6.23578,"inten_cooc_max_ch_3":0.09459,"inten_cooc_max_ch_4":0.18065,"kurt_inten_ch_1":1.03189,"kurt_inten_ch_3":1.26547,"kurt_inten_ch_4":6.14774,"length_ch_1":24.49121,"neighbor_avg_dist_ch_1":325.72556,"neighbor_min_dist_ch_1":15.11637,"neighbor_var_dist_ch_1":139.27989,"perim_ch_1":69.73443,"shape_bfr_ch_1":0.55537,"shape_lwr_ch_1":1.84771,"shape_p_2_a_ch_1":2.01465,"skew_inten_ch_1":0.85013,"skew_inten_ch_3":1.19316,"skew_inten_ch_4":2.28649,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":23951,"total_inten_ch_2":37072,"total_inten_ch_3":39073,"total_inten_ch_4":22411,"var_inten_ch_1":80.11628,"var_inten_ch_3":210.95508,"var_inten_ch_4":173.08248,"width_ch_1":13.25488}
{"case":"Train","class":"WS","angle_ch_1":176.43707,"area_ch_1":204,"avg_inten_ch_1":147.51795,"avg_inten_ch_2":512.4,"avg_inten_ch_3":259.05128,"avg_inten_ch_4":520.54359,"convex_hull_area_ratio_ch_1":1.02723,"convex_hull_perim_ratio_ch_1":0.97732,"diff_inten_density_ch_1":86.51532,"diff_inten_density_ch_3":152.06964,"diff_inten_density_ch_4":324.49861,"entropy_inten_ch_1":6.91221,"entropy_inten_ch_3":7.25726,"entropy_inten_ch_4":7.30394,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":1.10293,"eq_ellipse_oblate_vol_ch_1":233.90933,"eq_ellipse_prolate_vol_ch_1":212.07984,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.19759,"fiber_align_2_ch_4":1.05163,"fiber_length_ch_1":13.76998,"fiber_width_ch_1":13.76998,"inten_cooc_asm_ch_3":0.00834,"inten_cooc_asm_ch_4":0.00637,"inten_cooc_contrast_ch_3":10.46319,"inten_cooc_contrast_ch_4":16.88487,"inten_cooc_entropy_ch_3":7.15733,"inten_cooc_entropy_ch_4":7.49555,"inten_cooc_max_ch_3":0.02235,"inten_cooc_max_ch_4":0.01667,"kurt_inten_ch_1":-0.43442,"kurt_inten_ch_3":-0.16499,"kurt_inten_ch_4":-1.29043,"length_ch_1":16.85829,"neighbor_avg_dist_ch_1":251.13185,"neighbor_min_dist_ch_1":27.85063,"neighbor_var_dist_ch_1":122.11186,"perim_ch_1":55.07992,"shape_bfr_ch_1":0.77494,"shape_lwr_ch_1":1.07751,"shape_p_2_a_ch_1":1.14021,"skew_inten_ch_1":0.45236,"skew_inten_ch_3":0.66685,"skew_inten_ch_4":-0.1668,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":28766,"total_inten_ch_2":99724,"total_inten_ch_3":50515,"total_inten_ch_4":101506,"var_inten_ch_1":79.92973,"var_inten_ch_3":183.4767,"var_inten_ch_4":306.74157,"width_ch_1":15.64558}
{"case":"Test","class":"WS","angle_ch_1":24.00525,"area_ch_1":756,"avg_inten_ch_1":23.86981,"avg_inten_ch_2":86.99307,"avg_inten_ch_3":35.91136,"avg_inten_ch_4":78.68283,"convex_hull_area_ratio_ch_1":1.20709,"convex_hull_perim_ratio_ch_1":0.86358,"diff_inten_density_ch_1":38.63529,"diff_inten_density_ch_3":25.98971,"diff_inten_density_ch_4":52.35,"entropy_inten_ch_1":5.7835,"entropy_inten_ch_3":5.55131,"entropy_inten_ch_4":6.84925,"eq_circ_diam_ch_1":31.04151,"eq_ellipse_lwr_ch_1":1.97464,"eq_ellipse_oblate_vol_ch_1":2229.82778,"eq_ellipse_prolate_vol_ch_1":1129.23251,"eq_sphere_area_ch_1":3027.161,"eq_sphere_vol_ch_1":15661.27416,"fiber_align_2_ch_3":1.67158,"fiber_align_2_ch_4":1.49192,"fiber_length_ch_1":55.7117,"fiber_width_ch_1":14.05911,"inten_cooc_asm_ch_3":0.07718,"inten_cooc_asm_ch_4":0.01577,"inten_cooc_contrast_ch_3":6.41004,"inten_cooc_contrast_ch_4":7.77517,"inten_cooc_entropy_ch_3":5.96974,"inten_cooc_entropy_ch_4":6.99544,"inten_cooc_max_ch_3":0.27485,"inten_cooc_max_ch_4":0.1038,"kurt_inten_ch_1":-0.09372,"kurt_inten_ch_3":0.16099,"kurt_inten_ch_4":-0.81429,"length_ch_1":45.32396,"neighbor_avg_dist_ch_1":224.85004,"neighbor_min_dist_ch_1":41.78849,"neighbor_var_dist_ch_1":98.31569,"perim_ch_1":139.54162,"shape_bfr_ch_1":0.59964,"shape_lwr_ch_1":1.62768,"shape_p_2_a_ch_1":1.97829,"skew_inten_ch_1":0.62772,"skew_inten_ch_3":0.81541,"skew_inten_ch_4":0.49247,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":9,"total_inten_ch_1":17234,"total_inten_ch_2":62088,"total_inten_ch_3":25928,"total_inten_ch_4":56809,"var_inten_ch_1":17.74238,"var_inten_ch_3":34.8791,"var_inten_ch_4":66.3028,"width_ch_1":27.84574}
{"case":"Train","class":"PS","angle_ch_1":88.47685,"area_ch_1":353,"avg_inten_ch_1":64.14243,"avg_inten_ch_2":170.61721,"avg_inten_ch_3":120.32344,"avg_inten_ch_4":198.45994,"convex_hull_area_ratio_ch_1":1.33613,"convex_hull_perim_ratio_ch_1":0.72558,"diff_inten_density_ch_1":71.36816,"diff_inten_density_ch_3":130.56882,"diff_inten_density_ch_4":127.75954,"entropy_inten_ch_1":6.7464,"entropy_inten_ch_3":6.75849,"entropy_inten_ch_4":6.64309,"eq_circ_diam_ch_1":21.20749,"eq_ellipse_lwr_ch_1":1.33366,"eq_ellipse_oblate_vol_ch_1":584.37198,"eq_ellipse_prolate_vol_ch_1":438.17078,"eq_sphere_area_ch_1":1412.95465,"eq_sphere_vol_ch_1":4994.20249,"fiber_align_2_ch_3":1.51167,"fiber_align_2_ch_4":1.5004,"fiber_length_ch_1":52.06001,"fiber_width_ch_1":7.1879,"inten_cooc_asm_ch_3":0.01804,"inten_cooc_asm_ch_4":0.02898,"inten_cooc_contrast_ch_3":11.93325,"inten_cooc_contrast_ch_4":9.04341,"inten_cooc_entropy_ch_3":6.97091,"inten_cooc_entropy_ch_4":6.62815,"inten_cooc_max_ch_3":0.11296,"inten_cooc_max_ch_4":0.16225,"kurt_inten_ch_1":6.6646,"kurt_inten_ch_3":8.08757,"kurt_inten_ch_4":-1.0993,"length_ch_1":28.65654,"neighbor_avg_dist_ch_1":193.1495,"neighbor_min_dist_ch_1":26.69769,"neighbor_var_dist_ch_1":75.00201,"perim_ch_1":118.49583,"shape_bfr_ch_1":0.58814,"shape_lwr_ch_1":1.36728,"shape_p_2_a_ch_1":2.98598,"skew_inten_ch_1":2.44072,"skew_inten_ch_3":2.69015,"skew_inten_ch_4":0.18159,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":5,"total_inten_ch_1":21616,"total_inten_ch_2":57162,"total_inten_ch_3":40549,"total_inten_ch_4":66881,"var_inten_ch_1":64.86881,"var_inten_ch_3":168.71599,"var_inten_ch_4":158.55722,"width_ch_1":20.9588}
{"case":"Test","class":"PS","angle_ch_1":12.56824,"area_ch_1":709,"avg_inten_ch_1":43.75775,"avg_inten_ch_2":156.13442,"avg_inten_ch_3":86.67799,"avg_inten_ch_4":177.10044,"convex_hull_area_ratio_ch_1":2.04235,"convex_hull_perim_ratio_ch_1":0.70358,"diff_inten_density_ch_1":53.32504,"diff_inten_density_ch_3":71.56385,"diff_inten_density_ch_4":102.36484,"entropy_inten_ch_1":6.62581,"entropy_inten_ch_3":7.14845,"entropy_inten_ch_4":6.36561,"eq_circ_diam_ch_1":30.05859,"eq_ellipse_lwr_ch_1":3.24702,"eq_ellipse_oblate_vol_ch_1":2596.25404,"eq_ellipse_prolate_vol_ch_1":799.58,"eq_sphere_area_ch_1":2838.48753,"eq_sphere_vol_ch_1":14220.15397,"fiber_align_2_ch_3":1.47528,"fiber_align_2_ch_4":1.02681,"fiber_length_ch_1":115.80859,"fiber_width_ch_1":6.519,"inten_cooc_asm_ch_3":0.01289,"inten_cooc_asm_ch_4":0.07997,"inten_cooc_contrast_ch_3":8.95988,"inten_cooc_contrast_ch_4":3.6169,"inten_cooc_entropy_ch_3":7.20437,"inten_cooc_entropy_ch_4":5.68999,"inten_cooc_max_ch_3":0.08511,"inten_cooc_max_ch_4":0.27332,"kurt_inten_ch_1":4.40972,"kurt_inten_ch_3":3.92378,"kurt_inten_ch_4":-0.69261,"length_ch_1":74.40502,"neighbor_avg_dist_ch_1":219.48456,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":116.51628,"perim_ch_1":244.65517,"shape_bfr_ch_1":0.29933,"shape_lwr_ch_1":2.33521,"shape_p_2_a_ch_1":6.30921,"skew_inten_ch_1":1.83459,"skew_inten_ch_3":1.86295,"skew_inten_ch_4":0.72831,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":29624,"total_inten_ch_2":105027,"total_inten_ch_3":58681,"total_inten_ch_4":119897,"var_inten_ch_1":40.08776,"var_inten_ch_3":96.79143,"var_inten_ch_4":186.62658,"width_ch_1":31.86221}
{"case":"Test","class":"PS","angle_ch_1":111.52715,"area_ch_1":176,"avg_inten_ch_1":27.52976,"avg_inten_ch_2":193.03571,"avg_inten_ch_3":23.1131,"avg_inten_ch_4":156.81548,"convex_hull_area_ratio_ch_1":1.39058,"convex_hull_perim_ratio_ch_1":0.81849,"diff_inten_density_ch_1":40.31034,"diff_inten_density_ch_3":26.88966,"diff_inten_density_ch_4":102.37241,"entropy_inten_ch_1":5.75646,"entropy_inten_ch_3":4.66723,"entropy_inten_ch_4":6.17354,"eq_circ_diam_ch_1":14.97369,"eq_ellipse_lwr_ch_1":1.89431,"eq_ellipse_oblate_vol_ch_1":245.13808,"eq_ellipse_prolate_vol_ch_1":129.40771,"eq_sphere_area_ch_1":704.38095,"eq_sphere_vol_ch_1":1757.86378,"fiber_align_2_ch_3":1.36617,"fiber_align_2_ch_4":1.72518,"fiber_length_ch_1":33.1709,"fiber_width_ch_1":5.70372,"inten_cooc_asm_ch_3":0.07387,"inten_cooc_asm_ch_4":0.0301,"inten_cooc_contrast_ch_3":9.89648,"inten_cooc_contrast_ch_4":9.25796,"inten_cooc_entropy_ch_3":5.58915,"inten_cooc_entropy_ch_4":6.25683,"inten_cooc_max_ch_3":0.27972,"inten_cooc_max_ch_4":0.16327,"kurt_inten_ch_1":-0.22364,"kurt_inten_ch_3":2.15833,"kurt_inten_ch_4":-0.55086,"length_ch_1":25.0851,"neighbor_avg_dist_ch_1":294.19928,"neighbor_min_dist_ch_1":38.08792,"neighbor_var_dist_ch_1":131.32907,"perim_ch_1":77.74925,"shape_bfr_ch_1":0.47794,"shape_lwr_ch_1":1.70787,"shape_p_2_a_ch_1":2.54252,"skew_inten_ch_1":0.49872,"skew_inten_ch_3":1.46784,"skew_inten_ch_4":0.47471,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":4625,"total_inten_ch_2":32263,"total_inten_ch_3":3883,"total_inten_ch_4":26345,"var_inten_ch_1":19.38425,"var_inten_ch_3":27.5915,"var_inten_ch_4":126.37683,"width_ch_1":14.68796}
{"case":"Test","class":"WS","angle_ch_1":22.47344,"area_ch_1":162,"avg_inten_ch_1":130.94194,"avg_inten_ch_2":474.10323,"avg_inten_ch_3":206.10968,"avg_inten_ch_4":536.69677,"convex_hull_area_ratio_ch_1":1.03067,"convex_hull_perim_ratio_ch_1":0.9704,"diff_inten_density_ch_1":62.28114,"diff_inten_density_ch_3":76.46619,"diff_inten_density_ch_4":279.2847,"entropy_inten_ch_1":6.55094,"entropy_inten_ch_3":6.77752,"entropy_inten_ch_4":7.11155,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.35163,"eq_ellipse_oblate_vol_ch_1":183.50485,"eq_ellipse_prolate_vol_ch_1":135.76589,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.49723,"fiber_align_2_ch_4":1.42589,"fiber_length_ch_1":12.4463,"fiber_width_ch_1":12.4463,"inten_cooc_asm_ch_3":0.00803,"inten_cooc_asm_ch_4":0.0088,"inten_cooc_contrast_ch_3":12.57952,"inten_cooc_contrast_ch_4":15.63684,"inten_cooc_entropy_ch_3":7.1555,"inten_cooc_entropy_ch_4":7.11681,"inten_cooc_max_ch_3":0.01799,"inten_cooc_max_ch_4":0.02465,"kurt_inten_ch_1":1.31898,"kurt_inten_ch_3":3.49358,"kurt_inten_ch_4":-0.77166,"length_ch_1":17.48507,"neighbor_avg_dist_ch_1":180.09766,"neighbor_min_dist_ch_1":27.56692,"neighbor_var_dist_ch_1":78.27649,"perim_ch_1":49.78521,"shape_bfr_ch_1":0.69814,"shape_lwr_ch_1":1.31373,"shape_p_2_a_ch_1":1.15442,"skew_inten_ch_1":0.518,"skew_inten_ch_3":1.21092,"skew_inten_ch_4":0.00137,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":20296,"total_inten_ch_2":73332,"total_inten_ch_3":31947,"total_inten_ch_4":83188,"var_inten_ch_1":55.55784,"var_inten_ch_3":80.11988,"var_inten_ch_4":271.50777,"width_ch_1":13.30948}
{"case":"Train","class":"PS","angle_ch_1":96.76599,"area_ch_1":296,"avg_inten_ch_1":92.79505,"avg_inten_ch_2":307.39929,"avg_inten_ch_3":98.47703,"avg_inten_ch_4":257.50883,"convex_hull_area_ratio_ch_1":1.29949,"convex_hull_perim_ratio_ch_1":0.87717,"diff_inten_density_ch_1":57.90661,"diff_inten_density_ch_3":69.12062,"diff_inten_density_ch_4":146.04669,"entropy_inten_ch_1":6.87357,"entropy_inten_ch_3":7.03957,"entropy_inten_ch_4":7.41716,"eq_circ_diam_ch_1":19.43423,"eq_ellipse_lwr_ch_1":1.81164,"eq_ellipse_oblate_vol_ch_1":524.12789,"eq_ellipse_prolate_vol_ch_1":289.31113,"eq_sphere_area_ch_1":1186.54649,"eq_sphere_vol_ch_1":3843.27047,"fiber_align_2_ch_3":1.35797,"fiber_align_2_ch_4":1.50474,"fiber_length_ch_1":37.47655,"fiber_width_ch_1":8.26487,"inten_cooc_asm_ch_3":0.00719,"inten_cooc_asm_ch_4":0.00898,"inten_cooc_contrast_ch_3":15.33961,"inten_cooc_contrast_ch_4":11.92353,"inten_cooc_entropy_ch_3":7.43404,"inten_cooc_entropy_ch_4":7.21951,"inten_cooc_max_ch_3":0.02299,"inten_cooc_max_ch_4":0.04743,"kurt_inten_ch_1":-0.41966,"kurt_inten_ch_3":8.95062,"kurt_inten_ch_4":-0.50872,"length_ch_1":31.10348,"neighbor_avg_dist_ch_1":239.52539,"neighbor_min_dist_ch_1":15.99242,"neighbor_var_dist_ch_1":87.01595,"perim_ch_1":91.48285,"shape_bfr_ch_1":0.50776,"shape_lwr_ch_1":1.65596,"shape_p_2_a_ch_1":2.15016,"skew_inten_ch_1":-0.00348,"skew_inten_ch_3":2.02186,"skew_inten_ch_4":0.20862,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":26261,"total_inten_ch_2":86712,"total_inten_ch_3":27869,"total_inten_ch_4":72875,"var_inten_ch_1":42.6148,"var_inten_ch_3":65.39466,"var_inten_ch_4":153.68945,"width_ch_1":18.78271}
{"case":"Train","class":"WS","angle_ch_1":114.99432,"area_ch_1":394,"avg_inten_ch_1":103.99468,"avg_inten_ch_2":106.66223,"avg_inten_ch_3":61.05053,"avg_inten_ch_4":45.67553,"convex_hull_area_ratio_ch_1":1.11282,"convex_hull_perim_ratio_ch_1":0.94069,"diff_inten_density_ch_1":60.56958,"diff_inten_density_ch_3":36.4835,"diff_inten_density_ch_4":26.29699,"entropy_inten_ch_1":7.36121,"entropy_inten_ch_3":4.28387,"entropy_inten_ch_4":5.19563,"eq_circ_diam_ch_1":22.40104,"eq_ellipse_lwr_ch_1":3.15569,"eq_ellipse_oblate_vol_ch_1":1059.37659,"eq_ellipse_prolate_vol_ch_1":335.70381,"eq_sphere_area_ch_1":1576.47166,"eq_sphere_vol_ch_1":5885.76697,"fiber_align_2_ch_3":1.02007,"fiber_align_2_ch_4":1.15061,"fiber_length_ch_1":36.80682,"fiber_width_ch_1":11.10644,"inten_cooc_asm_ch_3":0.24257,"inten_cooc_asm_ch_4":0.09857,"inten_cooc_contrast_ch_3":1.14955,"inten_cooc_contrast_ch_4":2.75052,"inten_cooc_entropy_ch_3":3.90386,"inten_cooc_entropy_ch_4":5.3306,"inten_cooc_max_ch_3":0.49296,"inten_cooc_max_ch_4":0.30409,"kurt_inten_ch_1":-0.75794,"kurt_inten_ch_3":0.0447,"kurt_inten_ch_4":-1.01287,"length_ch_1":38.40827,"neighbor_avg_dist_ch_1":281.42665,"neighbor_min_dist_ch_1":27.96331,"neighbor_var_dist_ch_1":112.10795,"perim_ch_1":95.8265,"shape_bfr_ch_1":0.73757,"shape_lwr_ch_1":2.76075,"shape_p_2_a_ch_1":1.78754,"skew_inten_ch_1":0.48763,"skew_inten_ch_3":1.24042,"skew_inten_ch_4":0.70317,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":15,"total_inten_ch_1":39102,"total_inten_ch_2":39730,"total_inten_ch_3":22955,"total_inten_ch_4":17174,"var_inten_ch_1":67.61468,"var_inten_ch_3":90.47896,"var_inten_ch_4":51.69346,"width_ch_1":13.91226}
{"case":"Train","class":"PS","angle_ch_1":0.70084,"area_ch_1":338,"avg_inten_ch_1":314.55108,"avg_inten_ch_2":536.13622,"avg_inten_ch_3":216.68731,"avg_inten_ch_4":77.56966,"convex_hull_area_ratio_ch_1":1.21006,"convex_hull_perim_ratio_ch_1":0.89405,"diff_inten_density_ch_1":128.29949,"diff_inten_density_ch_3":165.63621,"diff_inten_density_ch_4":43.92047,"entropy_inten_ch_1":7.69157,"entropy_inten_ch_3":6.77669,"entropy_inten_ch_4":6.07832,"eq_circ_diam_ch_1":20.7623,"eq_ellipse_lwr_ch_1":2.70283,"eq_ellipse_oblate_vol_ch_1":780.61098,"eq_ellipse_prolate_vol_ch_1":288.81252,"eq_sphere_area_ch_1":1354.25624,"eq_sphere_vol_ch_1":4686.24596,"fiber_align_2_ch_3":1.48309,"fiber_align_2_ch_4":1.01096,"fiber_length_ch_1":37.98699,"fiber_width_ch_1":9.32653,"inten_cooc_asm_ch_3":0.03364,"inten_cooc_asm_ch_4":0.05263,"inten_cooc_contrast_ch_3":8.67565,"inten_cooc_contrast_ch_4":4.43376,"inten_cooc_entropy_ch_3":6.51128,"inten_cooc_entropy_ch_4":5.90726,"inten_cooc_max_ch_3":0.17333,"inten_cooc_max_ch_4":0.21,"kurt_inten_ch_1":0.09686,"kurt_inten_ch_3":4.03308,"kurt_inten_ch_4":-0.1355,"length_ch_1":32.82207,"neighbor_avg_dist_ch_1":286.71572,"neighbor_min_dist_ch_1":32.7779,"neighbor_var_dist_ch_1":118.14546,"perim_ch_1":94.62704,"shape_bfr_ch_1":0.71348,"shape_lwr_ch_1":2.27025,"shape_p_2_a_ch_1":2.01124,"skew_inten_ch_1":-0.0793,"skew_inten_ch_3":1.55279,"skew_inten_ch_4":0.97981,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":9,"total_inten_ch_1":101600,"total_inten_ch_2":172850,"total_inten_ch_3":69990,"total_inten_ch_4":25055,"var_inten_ch_1":135.10113,"var_inten_ch_3":213.31055,"var_inten_ch_4":82.18659,"width_ch_1":14.45749}
{"case":"Train","class":"PS","angle_ch_1":8.12481,"area_ch_1":330,"avg_inten_ch_1":180.12698,"avg_inten_ch_2":442.37143,"avg_inten_ch_3":87.43175,"avg_inten_ch_4":652.33333,"convex_hull_area_ratio_ch_1":1.10958,"convex_hull_perim_ratio_ch_1":0.91544,"diff_inten_density_ch_1":80.42123,"diff_inten_density_ch_3":71.30822,"diff_inten_density_ch_4":310.29452,"entropy_inten_ch_1":7.51361,"entropy_inten_ch_3":6.4715,"entropy_inten_ch_4":5.63996,"eq_circ_diam_ch_1":20.50357,"eq_ellipse_lwr_ch_1":1.32493,"eq_ellipse_oblate_vol_ch_1":526.361,"eq_ellipse_prolate_vol_ch_1":397.27484,"eq_sphere_area_ch_1":1320.71429,"eq_sphere_vol_ch_1":4513.22647,"fiber_align_2_ch_3":1.61905,"fiber_align_2_ch_4":1.19979,"fiber_length_ch_1":27.59278,"fiber_width_ch_1":12.39348,"inten_cooc_asm_ch_3":0.02365,"inten_cooc_asm_ch_4":0.10977,"inten_cooc_contrast_ch_3":9.63356,"inten_cooc_contrast_ch_4":2.04452,"inten_cooc_entropy_ch_3":6.74597,"inten_cooc_entropy_ch_4":5.05783,"inten_cooc_max_ch_3":0.13356,"inten_cooc_max_ch_4":0.32877,"kurt_inten_ch_1":-0.87352,"kurt_inten_ch_3":0.70834,"kurt_inten_ch_4":-0.82507,"length_ch_1":23.30992,"neighbor_avg_dist_ch_1":257.76742,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":122.99876,"perim_ch_1":79.97252,"shape_bfr_ch_1":0.7038,"shape_lwr_ch_1":1.1582,"shape_p_2_a_ch_1":1.48827,"skew_inten_ch_1":-0.01368,"skew_inten_ch_3":1.1176,"skew_inten_ch_4":0.87403,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":56740,"total_inten_ch_2":139033,"total_inten_ch_3":27541,"total_inten_ch_4":205485,"var_inten_ch_1":90.75872,"var_inten_ch_3":86.23407,"var_inten_ch_4":792.63638,"width_ch_1":20.12597}
{"case":"Test","class":"WS","angle_ch_1":84.45509,"area_ch_1":351,"avg_inten_ch_1":41.81791,"avg_inten_ch_2":185.46866,"avg_inten_ch_3":45.17313,"avg_inten_ch_4":105.9194,"convex_hull_area_ratio_ch_1":1.12311,"convex_hull_perim_ratio_ch_1":0.90355,"diff_inten_density_ch_1":45.52836,"diff_inten_density_ch_3":41.12966,"diff_inten_density_ch_4":69.57699,"entropy_inten_ch_1":6.34001,"entropy_inten_ch_3":5.29349,"entropy_inten_ch_4":6.77488,"eq_circ_diam_ch_1":21.14446,"eq_ellipse_lwr_ch_1":2.5149,"eq_ellipse_oblate_vol_ch_1":795.33244,"eq_ellipse_prolate_vol_ch_1":316.24876,"eq_sphere_area_ch_1":1404.56916,"eq_sphere_vol_ch_1":4949.80975,"fiber_align_2_ch_3":1.54099,"fiber_align_2_ch_4":1.69986,"fiber_length_ch_1":35.60705,"fiber_width_ch_1":10.22221,"inten_cooc_asm_ch_3":0.08528,"inten_cooc_asm_ch_4":0.01505,"inten_cooc_contrast_ch_3":6.66383,"inten_cooc_contrast_ch_4":10.56162,"inten_cooc_entropy_ch_3":5.62941,"inten_cooc_entropy_ch_4":7.01263,"inten_cooc_max_ch_3":0.29703,"inten_cooc_max_ch_4":0.10231,"kurt_inten_ch_1":0.24722,"kurt_inten_ch_3":3.35716,"kurt_inten_ch_4":0.48888,"length_ch_1":33.10324,"neighbor_avg_dist_ch_1":289.19937,"neighbor_min_dist_ch_1":25.65659,"neighbor_var_dist_ch_1":127.60589,"perim_ch_1":91.65851,"shape_bfr_ch_1":0.64011,"shape_lwr_ch_1":1.99762,"shape_p_2_a_ch_1":1.83676,"skew_inten_ch_1":0.65659,"skew_inten_ch_3":1.89899,"skew_inten_ch_4":0.83512,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":8,"total_inten_ch_1":14009,"total_inten_ch_2":61798,"total_inten_ch_3":15133,"total_inten_ch_4":35483,"var_inten_ch_1":28.35162,"var_inten_ch_3":61.94205,"var_inten_ch_4":82.71225,"width_ch_1":16.57133}
{"case":"Train","class":"WS","angle_ch_1":116.13742,"area_ch_1":1210,"avg_inten_ch_1":37.67619,"avg_inten_ch_2":170.42597,"avg_inten_ch_3":58.09004,"avg_inten_ch_4":91.63463,"convex_hull_area_ratio_ch_1":1.46403,"convex_hull_perim_ratio_ch_1":0.69103,"diff_inten_density_ch_1":44.42831,"diff_inten_density_ch_3":44.96115,"diff_inten_density_ch_4":58.43571,"entropy_inten_ch_1":6.36258,"entropy_inten_ch_3":5.64408,"entropy_inten_ch_4":6.48082,"eq_circ_diam_ch_1":39.26135,"eq_ellipse_lwr_ch_1":2.20323,"eq_ellipse_oblate_vol_ch_1":4765.67794,"eq_ellipse_prolate_vol_ch_1":2163.03907,"eq_sphere_area_ch_1":4842.61905,"eq_sphere_vol_ch_1":31687.95934,"fiber_align_2_ch_3":1.4279,"fiber_align_2_ch_4":1.58259,"fiber_length_ch_1":111.48052,"fiber_width_ch_1":11.27114,"inten_cooc_asm_ch_3":0.12368,"inten_cooc_asm_ch_4":0.05875,"inten_cooc_contrast_ch_3":3.72449,"inten_cooc_contrast_ch_4":5.89836,"inten_cooc_entropy_ch_3":5.31396,"inten_cooc_entropy_ch_4":6.15396,"inten_cooc_max_ch_3":0.34626,"inten_cooc_max_ch_4":0.23546,"kurt_inten_ch_1":0.10178,"kurt_inten_ch_3":1.15577,"kurt_inten_ch_4":0.24614,"length_ch_1":61.84376,"neighbor_avg_dist_ch_1":246.88971,"neighbor_min_dist_ch_1":47.23969,"neighbor_var_dist_ch_1":129.92356,"perim_ch_1":245.50332,"shape_bfr_ch_1":0.5889,"shape_lwr_ch_1":1.86042,"shape_p_2_a_ch_1":3.81712,"skew_inten_ch_1":0.67136,"skew_inten_ch_3":1.27594,"skew_inten_ch_4":0.89743,"spot_fiber_count_ch_3":9,"spot_fiber_count_ch_4":17,"total_inten_ch_1":43516,"total_inten_ch_2":195688,"total_inten_ch_3":67094,"total_inten_ch_4":105838,"var_inten_ch_1":26.78995,"var_inten_ch_3":71.05809,"var_inten_ch_4":92.14652,"width_ch_1":33.24191}
{"case":"Train","class":"WS","angle_ch_1":150.39106,"area_ch_1":312,"avg_inten_ch_1":28.94631,"avg_inten_ch_2":5.22148,"avg_inten_ch_3":62.45638,"avg_inten_ch_4":15.07718,"convex_hull_area_ratio_ch_1":1.36651,"convex_hull_perim_ratio_ch_1":0.88507,"diff_inten_density_ch_1":39.4566,"diff_inten_density_ch_3":38.86415,"diff_inten_density_ch_4":16.93208,"entropy_inten_ch_1":5.91693,"entropy_inten_ch_3":6.71528,"entropy_inten_ch_4":4.55714,"eq_circ_diam_ch_1":19.94263,"eq_ellipse_lwr_ch_1":4.76525,"eq_ellipse_oblate_vol_ch_1":918.52038,"eq_ellipse_prolate_vol_ch_1":192.75387,"eq_sphere_area_ch_1":1249.43764,"eq_sphere_vol_ch_1":4152.84471,"fiber_align_2_ch_3":1.765,"fiber_align_2_ch_4":1.75631,"fiber_length_ch_1":48.9791,"fiber_width_ch_1":6.77331,"inten_cooc_asm_ch_3":0.00677,"inten_cooc_asm_ch_4":0.05274,"inten_cooc_contrast_ch_3":12.39274,"inten_cooc_contrast_ch_4":12.65171,"inten_cooc_entropy_ch_3":7.4562,"inten_cooc_entropy_ch_4":6.29552,"inten_cooc_max_ch_3":0.02222,"inten_cooc_max_ch_4":0.22963,"kurt_inten_ch_1":-0.39136,"kurt_inten_ch_3":-0.41649,"kurt_inten_ch_4":0.07042,"length_ch_1":42.78849,"neighbor_avg_dist_ch_1":282.84675,"neighbor_min_dist_ch_1":29.761,"neighbor_var_dist_ch_1":135.29259,"perim_ch_1":111.50482,"shape_bfr_ch_1":0.55772,"shape_lwr_ch_1":3.26903,"shape_p_2_a_ch_1":2.98238,"skew_inten_ch_1":0.53805,"skew_inten_ch_3":0.44086,"skew_inten_ch_4":0.87353,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":10,"total_inten_ch_1":8626,"total_inten_ch_2":1259,"total_inten_ch_3":18612,"total_inten_ch_4":4493,"var_inten_ch_1":20.10602,"var_inten_ch_3":38.05762,"var_inten_ch_4":15.60473,"width_ch_1":13.08906}
{"case":"Test","class":"PS","angle_ch_1":15.30006,"area_ch_1":170,"avg_inten_ch_1":97.31902,"avg_inten_ch_2":88.32515,"avg_inten_ch_3":7.71779,"avg_inten_ch_4":8.34969,"convex_hull_area_ratio_ch_1":1.28902,"convex_hull_perim_ratio_ch_1":0.86391,"diff_inten_density_ch_1":110.66551,"diff_inten_density_ch_3":12.76307,"diff_inten_density_ch_4":13.09756,"entropy_inten_ch_1":6.64625,"entropy_inten_ch_3":4.13221,"entropy_inten_ch_4":3.99381,"eq_circ_diam_ch_1":14.74919,"eq_ellipse_lwr_ch_1":2.06556,"eq_ellipse_oblate_vol_ch_1":244.63662,"eq_ellipse_prolate_vol_ch_1":118.4362,"eq_sphere_area_ch_1":683.41723,"eq_sphere_vol_ch_1":1679.97455,"fiber_align_2_ch_3":1.57473,"fiber_align_2_ch_4":1.77224,"fiber_length_ch_1":27.28531,"fiber_width_ch_1":6.64593,"inten_cooc_asm_ch_3":0.01755,"inten_cooc_asm_ch_4":0.04089,"inten_cooc_contrast_ch_3":19.98147,"inten_cooc_contrast_ch_4":11.62657,"inten_cooc_entropy_ch_3":6.5065,"inten_cooc_entropy_ch_4":5.74854,"inten_cooc_max_ch_3":0.09655,"inten_cooc_max_ch_4":0.16552,"kurt_inten_ch_1":3.28174,"kurt_inten_ch_3":3.96707,"kurt_inten_ch_4":7.20239,"length_ch_1":21.3714,"neighbor_avg_dist_ch_1":257.21055,"neighbor_min_dist_ch_1":45.46452,"neighbor_var_dist_ch_1":121.43971,"perim_ch_1":67.86247,"shape_bfr_ch_1":0.58575,"shape_lwr_ch_1":1.56587,"shape_p_2_a_ch_1":2.02098,"skew_inten_ch_1":1.8301,"skew_inten_ch_3":1.88334,"skew_inten_ch_4":2.44124,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":15863,"total_inten_ch_2":14235,"total_inten_ch_3":1258,"total_inten_ch_4":1361,"var_inten_ch_1":102.29314,"var_inten_ch_3":9.06453,"var_inten_ch_4":12.61051,"width_ch_1":13.64827}
{"case":"Train","class":"WS","angle_ch_1":127.75119,"area_ch_1":227,"avg_inten_ch_1":395.81106,"avg_inten_ch_2":365.17512,"avg_inten_ch_3":40.54378,"avg_inten_ch_4":187.3871,"convex_hull_area_ratio_ch_1":1.02203,"convex_hull_perim_ratio_ch_1":0.97724,"diff_inten_density_ch_1":130.27,"diff_inten_density_ch_3":28.375,"diff_inten_density_ch_4":94.09,"entropy_inten_ch_1":7.41358,"entropy_inten_ch_3":6.01205,"entropy_inten_ch_4":6.85092,"eq_circ_diam_ch_1":17.01783,"eq_ellipse_lwr_ch_1":1.08088,"eq_ellipse_oblate_vol_ch_1":271.83188,"eq_ellipse_prolate_vol_ch_1":251.49069,"eq_sphere_area_ch_1":909.8254,"eq_sphere_vol_ch_1":2580.54179,"fiber_align_2_ch_3":1.45156,"fiber_align_2_ch_4":1.45894,"fiber_length_ch_1":14.40609,"fiber_width_ch_1":14.40609,"inten_cooc_asm_ch_3":0.00752,"inten_cooc_asm_ch_4":0.01517,"inten_cooc_contrast_ch_3":15.5775,"inten_cooc_contrast_ch_4":6.39,"inten_cooc_entropy_ch_3":7.36848,"inten_cooc_entropy_ch_4":6.8751,"inten_cooc_max_ch_3":0.04,"inten_cooc_max_ch_4":0.095,"kurt_inten_ch_1":-0.83203,"kurt_inten_ch_3":-0.75423,"kurt_inten_ch_4":-1.1277,"length_ch_1":18.22795,"neighbor_avg_dist_ch_1":337.09025,"neighbor_min_dist_ch_1":21.10637,"neighbor_var_dist_ch_1":139.23985,"perim_ch_1":57.62437,"shape_bfr_ch_1":0.72731,"shape_lwr_ch_1":1.06242,"shape_p_2_a_ch_1":1.11054,"skew_inten_ch_1":-0.31643,"skew_inten_ch_3":0.18365,"skew_inten_ch_4":0.22254,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":8,"total_inten_ch_1":85891,"total_inten_ch_2":79027,"total_inten_ch_3":8798,"total_inten_ch_4":40663,"var_inten_ch_1":169.73081,"var_inten_ch_3":25.43283,"var_inten_ch_4":134.48943,"width_ch_1":17.15702}
{"case":"Test","class":"PS","angle_ch_1":75.15023,"area_ch_1":188,"avg_inten_ch_1":36.42222,"avg_inten_ch_2":192.34444,"avg_inten_ch_3":44.48333,"avg_inten_ch_4":36.01111,"convex_hull_area_ratio_ch_1":1.22251,"convex_hull_perim_ratio_ch_1":0.86969,"diff_inten_density_ch_1":43.59164,"diff_inten_density_ch_3":33.55949,"diff_inten_density_ch_4":31.14791,"entropy_inten_ch_1":5.97219,"entropy_inten_ch_3":6.03088,"entropy_inten_ch_4":5.28912,"eq_circ_diam_ch_1":15.49924,"eq_ellipse_lwr_ch_1":4.23348,"eq_ellipse_oblate_vol_ch_1":406.42364,"eq_ellipse_prolate_vol_ch_1":96.0023,"eq_sphere_area_ch_1":754.69388,"eq_sphere_vol_ch_1":1949.53059,"fiber_align_2_ch_3":1.27576,"fiber_align_2_ch_4":1.75703,"fiber_length_ch_1":37.50804,"fiber_width_ch_1":5.33762,"inten_cooc_asm_ch_3":0.01523,"inten_cooc_asm_ch_4":0.03751,"inten_cooc_contrast_ch_3":9.62848,"inten_cooc_contrast_ch_4":11.00135,"inten_cooc_entropy_ch_3":6.80538,"inten_cooc_entropy_ch_4":6.25278,"inten_cooc_max_ch_3":0.08844,"inten_cooc_max_ch_4":0.17687,"kurt_inten_ch_1":1.23501,"kurt_inten_ch_3":-0.12373,"kurt_inten_ch_4":-0.06319,"length_ch_1":34.02918,"neighbor_avg_dist_ch_1":323.5411,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":126.37206,"perim_ch_1":85.69131,"shape_bfr_ch_1":0.53205,"shape_lwr_ch_1":3.26547,"shape_p_2_a_ch_1":2.9187,"skew_inten_ch_1":0.86008,"skew_inten_ch_3":0.60535,"skew_inten_ch_4":0.65182,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6556,"total_inten_ch_2":34443,"total_inten_ch_3":8007,"total_inten_ch_4":6482,"var_inten_ch_1":24.52798,"var_inten_ch_3":35.02102,"var_inten_ch_4":31.44749,"width_ch_1":10.42093}
{"case":"Train","class":"WS","angle_ch_1":31.5845,"area_ch_1":156,"avg_inten_ch_1":16.44295,"avg_inten_ch_2":131.99329,"avg_inten_ch_3":33.37584,"avg_inten_ch_4":58.39597,"convex_hull_area_ratio_ch_1":1.29032,"convex_hull_perim_ratio_ch_1":0.87995,"diff_inten_density_ch_1":28.393,"diff_inten_density_ch_3":42.16732,"diff_inten_density_ch_4":46.94553,"entropy_inten_ch_1":5.05636,"entropy_inten_ch_3":5.39522,"entropy_inten_ch_4":3.72582,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":2.36149,"eq_ellipse_oblate_vol_ch_1":228.60938,"eq_ellipse_prolate_vol_ch_1":96.80725,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.95661,"fiber_align_2_ch_4":1.69404,"fiber_length_ch_1":27.06477,"fiber_width_ch_1":6.30311,"inten_cooc_asm_ch_3":0.02922,"inten_cooc_asm_ch_4":0.25825,"inten_cooc_contrast_ch_3":24.95921,"inten_cooc_contrast_ch_4":2.18477,"inten_cooc_entropy_ch_3":6.52702,"inten_cooc_entropy_ch_4":3.75677,"inten_cooc_max_ch_3":0.17323,"inten_cooc_max_ch_4":0.50394,"kurt_inten_ch_1":0.67161,"kurt_inten_ch_3":-0.23494,"kurt_inten_ch_4":0.07134,"length_ch_1":22.40468,"neighbor_avg_dist_ch_1":288.04186,"neighbor_min_dist_ch_1":27.04873,"neighbor_var_dist_ch_1":121.51607,"perim_ch_1":66.73576,"shape_bfr_ch_1":0.57091,"shape_lwr_ch_1":1.83493,"shape_p_2_a_ch_1":2.07752,"skew_inten_ch_1":1.01825,"skew_inten_ch_3":0.51361,"skew_inten_ch_4":1.20807,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":2450,"total_inten_ch_2":19519,"total_inten_ch_3":4973,"total_inten_ch_4":8701,"var_inten_ch_1":14.71446,"var_inten_ch_3":27.76011,"var_inten_ch_4":83.5606,"width_ch_1":12.21012}
{"case":"Train","class":"WS","angle_ch_1":105.95216,"area_ch_1":233,"avg_inten_ch_1":66.33184,"avg_inten_ch_2":283.30045,"avg_inten_ch_3":55.54709,"avg_inten_ch_4":204.07623,"convex_hull_area_ratio_ch_1":1.08172,"convex_hull_perim_ratio_ch_1":0.93857,"diff_inten_density_ch_1":50.86765,"diff_inten_density_ch_3":41.02941,"diff_inten_density_ch_4":108.87255,"entropy_inten_ch_1":6.58883,"entropy_inten_ch_3":5.86031,"entropy_inten_ch_4":7.31879,"eq_circ_diam_ch_1":17.25149,"eq_ellipse_lwr_ch_1":1.42835,"eq_ellipse_oblate_vol_ch_1":325.53352,"eq_ellipse_prolate_vol_ch_1":227.90926,"eq_sphere_area_ch_1":934.98186,"eq_sphere_vol_ch_1":2688.30531,"fiber_align_2_ch_3":1.33256,"fiber_align_2_ch_4":1.49405,"fiber_length_ch_1":20.72372,"fiber_width_ch_1":11.75963,"inten_cooc_asm_ch_3":0.03268,"inten_cooc_asm_ch_4":0.00728,"inten_cooc_contrast_ch_3":6.97422,"inten_cooc_contrast_ch_4":12.29703,"inten_cooc_entropy_ch_3":6.33749,"inten_cooc_entropy_ch_4":7.3737,"inten_cooc_max_ch_3":0.1592,"inten_cooc_max_ch_4":0.02985,"kurt_inten_ch_1":1.64628,"kurt_inten_ch_3":-0.47527,"kurt_inten_ch_4":-1.08638,"length_ch_1":21.79846,"neighbor_avg_dist_ch_1":250.30234,"neighbor_min_dist_ch_1":28.11285,"neighbor_var_dist_ch_1":116.28887,"perim_ch_1":64.9667,"shape_bfr_ch_1":0.68078,"shape_lwr_ch_1":1.38394,"shape_p_2_a_ch_1":1.37819,"skew_inten_ch_1":0.67107,"skew_inten_ch_3":0.75998,"skew_inten_ch_4":-0.13693,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":14792,"total_inten_ch_2":62954,"total_inten_ch_3":12387,"total_inten_ch_4":45509,"var_inten_ch_1":36.68063,"var_inten_ch_3":54.53905,"var_inten_ch_4":107.76098,"width_ch_1":15.75103}
{"case":"Test","class":"WS","angle_ch_1":0.25891,"area_ch_1":243,"avg_inten_ch_1":139.35345,"avg_inten_ch_2":271.38793,"avg_inten_ch_3":85.96983,"avg_inten_ch_4":235.61638,"convex_hull_area_ratio_ch_1":1.0083,"convex_hull_perim_ratio_ch_1":0.98941,"diff_inten_density_ch_1":56.91163,"diff_inten_density_ch_3":47.87442,"diff_inten_density_ch_4":107.43721,"entropy_inten_ch_1":6.82424,"entropy_inten_ch_3":6.18504,"entropy_inten_ch_4":7.32483,"eq_circ_diam_ch_1":17.59617,"eq_ellipse_lwr_ch_1":1.08497,"eq_ellipse_oblate_vol_ch_1":301.06623,"eq_ellipse_prolate_vol_ch_1":277.48851,"eq_sphere_area_ch_1":972.71655,"eq_sphere_vol_ch_1":2852.68142,"fiber_align_2_ch_3":1.08636,"fiber_align_2_ch_4":1.43098,"fiber_length_ch_1":14.70596,"fiber_width_ch_1":14.70596,"inten_cooc_asm_ch_3":0.03701,"inten_cooc_asm_ch_4":0.00819,"inten_cooc_contrast_ch_3":5.98118,"inten_cooc_contrast_ch_4":14.94027,"inten_cooc_entropy_ch_3":6.31693,"inten_cooc_entropy_ch_4":7.26478,"inten_cooc_max_ch_3":0.17593,"inten_cooc_max_ch_4":0.03271,"kurt_inten_ch_1":-0.05888,"kurt_inten_ch_3":-1.0803,"kurt_inten_ch_4":-0.78026,"length_ch_1":18.44689,"neighbor_avg_dist_ch_1":271.62884,"neighbor_min_dist_ch_1":28.11285,"neighbor_var_dist_ch_1":125.87584,"perim_ch_1":58.82384,"shape_bfr_ch_1":0.80295,"shape_lwr_ch_1":1.12359,"shape_p_2_a_ch_1":1.09003,"skew_inten_ch_1":-0.56113,"skew_inten_ch_3":0.30889,"skew_inten_ch_4":-0.4595,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":32330,"total_inten_ch_2":62731,"total_inten_ch_3":19945,"total_inten_ch_4":54663,"var_inten_ch_1":47.9766,"var_inten_ch_3":69.11656,"var_inten_ch_4":113.32865,"width_ch_1":16.4178}
{"case":"Test","class":"WS","angle_ch_1":43.72045,"area_ch_1":201,"avg_inten_ch_1":128.44792,"avg_inten_ch_2":239.0625,"avg_inten_ch_3":23.02604,"avg_inten_ch_4":210.66146,"convex_hull_area_ratio_ch_1":1.01615,"convex_hull_perim_ratio_ch_1":0.97767,"diff_inten_density_ch_1":55.54701,"diff_inten_density_ch_3":21.75214,"diff_inten_density_ch_4":83.11966,"entropy_inten_ch_1":6.6238,"entropy_inten_ch_3":4.95326,"entropy_inten_ch_4":6.87431,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":1.44344,"eq_ellipse_oblate_vol_ch_1":261.44061,"eq_ellipse_prolate_vol_ch_1":181.12305,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.02144,"fiber_align_2_ch_4":1.03145,"fiber_length_ch_1":13.9381,"fiber_width_ch_1":13.9381,"inten_cooc_asm_ch_3":0.04803,"inten_cooc_asm_ch_4":0.00816,"inten_cooc_contrast_ch_3":9.64172,"inten_cooc_contrast_ch_4":15.98703,"inten_cooc_entropy_ch_3":5.96969,"inten_cooc_entropy_ch_4":7.23607,"inten_cooc_max_ch_3":0.20571,"inten_cooc_max_ch_4":0.03409,"kurt_inten_ch_1":-0.24907,"kurt_inten_ch_3":1.00124,"kurt_inten_ch_4":-0.3252,"length_ch_1":20.33,"neighbor_avg_dist_ch_1":298.83228,"neighbor_min_dist_ch_1":25.65659,"neighbor_var_dist_ch_1":122.09104,"perim_ch_1":55.75241,"shape_bfr_ch_1":0.71233,"shape_lwr_ch_1":1.46291,"shape_p_2_a_ch_1":1.17258,"skew_inten_ch_1":-0.40614,"skew_inten_ch_3":1.34392,"skew_inten_ch_4":0.01946,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":24662,"total_inten_ch_2":45709,"total_inten_ch_3":4421,"total_inten_ch_4":40447,"var_inten_ch_1":47.35292,"var_inten_ch_3":28.25543,"var_inten_ch_4":71.87355,"width_ch_1":13.89697}
{"case":"Train","class":"WS","angle_ch_1":151.96161,"area_ch_1":268,"avg_inten_ch_1":41.53906,"avg_inten_ch_2":220.90625,"avg_inten_ch_3":4.45703,"avg_inten_ch_4":42.33984,"convex_hull_area_ratio_ch_1":1.10473,"convex_hull_perim_ratio_ch_1":0.91652,"diff_inten_density_ch_1":35.20985,"diff_inten_density_ch_3":6.1349,"diff_inten_density_ch_4":37.8651,"entropy_inten_ch_1":6.28151,"entropy_inten_ch_3":1.98137,"entropy_inten_ch_4":3.26126,"eq_circ_diam_ch_1":18.48393,"eq_ellipse_lwr_ch_1":1.6405,"eq_ellipse_oblate_vol_ch_1":429.1111,"eq_ellipse_prolate_vol_ch_1":261.5732,"eq_sphere_area_ch_1":1073.3424,"eq_sphere_vol_ch_1":3306.59682,"fiber_align_2_ch_3":1.33123,"fiber_align_2_ch_4":1.51988,"fiber_length_ch_1":26.98523,"fiber_width_ch_1":10.47788,"inten_cooc_asm_ch_3":0.49,"inten_cooc_asm_ch_4":0.36675,"inten_cooc_contrast_ch_3":1.00262,"inten_cooc_contrast_ch_4":1.69839,"inten_cooc_entropy_ch_3":2.1978,"inten_cooc_entropy_ch_4":3.09205,"inten_cooc_max_ch_3":0.69787,"inten_cooc_max_ch_4":0.60851,"kurt_inten_ch_1":-0.36046,"kurt_inten_ch_3":8.42463,"kurt_inten_ch_4":11.43619,"length_ch_1":26.19543,"neighbor_avg_dist_ch_1":241.37905,"neighbor_min_dist_ch_1":21.52436,"neighbor_var_dist_ch_1":105.90341,"perim_ch_1":74.92624,"shape_bfr_ch_1":0.6275,"shape_lwr_ch_1":1.60467,"shape_p_2_a_ch_1":1.57999,"skew_inten_ch_1":0.57633,"skew_inten_ch_3":2.97815,"skew_inten_ch_4":3.31141,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":10634,"total_inten_ch_2":56297,"total_inten_ch_3":1141,"total_inten_ch_4":10839,"var_inten_ch_1":25.78469,"var_inten_ch_3":11.19143,"var_inten_ch_4":97.43743,"width_ch_1":16.32452}
{"case":"Test","class":"PS","angle_ch_1":36.27156,"area_ch_1":279,"avg_inten_ch_1":15.87266,"avg_inten_ch_2":127.4794,"avg_inten_ch_3":19.10112,"avg_inten_ch_4":31.51311,"convex_hull_area_ratio_ch_1":1.36133,"convex_hull_perim_ratio_ch_1":0.88419,"diff_inten_density_ch_1":28.41895,"diff_inten_density_ch_3":12.38105,"diff_inten_density_ch_4":22.81474,"entropy_inten_ch_1":5.06357,"entropy_inten_ch_3":3.91366,"entropy_inten_ch_4":5.18433,"eq_circ_diam_ch_1":18.87686,"eq_ellipse_lwr_ch_1":3.39568,"eq_ellipse_oblate_vol_ch_1":657.58505,"eq_ellipse_prolate_vol_ch_1":193.65332,"eq_sphere_area_ch_1":1119.46259,"eq_sphere_vol_ch_1":3521.99056,"fiber_align_2_ch_3":1.05814,"fiber_align_2_ch_4":1.45887,"fiber_length_ch_1":40.71788,"fiber_width_ch_1":7.35596,"inten_cooc_asm_ch_3":0.22559,"inten_cooc_asm_ch_4":0.05391,"inten_cooc_contrast_ch_3":2.20066,"inten_cooc_contrast_ch_4":5.61295,"inten_cooc_entropy_ch_3":4.1892,"inten_cooc_entropy_ch_4":5.911,"inten_cooc_max_ch_3":0.47679,"inten_cooc_max_ch_4":0.21849,"kurt_inten_ch_1":0.41867,"kurt_inten_ch_3":-0.69922,"kurt_inten_ch_4":-0.92218,"length_ch_1":35.83138,"neighbor_avg_dist_ch_1":272.7005,"neighbor_min_dist_ch_1":29.81378,"neighbor_var_dist_ch_1":121.63884,"perim_ch_1":96.14768,"shape_bfr_ch_1":0.546,"shape_lwr_ch_1":2.50477,"shape_p_2_a_ch_1":2.45607,"skew_inten_ch_1":0.73683,"skew_inten_ch_3":0.80871,"skew_inten_ch_4":0.60516,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":4238,"total_inten_ch_2":33771,"total_inten_ch_3":5100,"total_inten_ch_4":8414,"var_inten_ch_1":12.35124,"var_inten_ch_3":23.38141,"var_inten_ch_4":31.94921,"width_ch_1":14.30528}
{"case":"Train","class":"WS","angle_ch_1":16.25516,"area_ch_1":591,"avg_inten_ch_1":23.94326,"avg_inten_ch_2":164.99645,"avg_inten_ch_3":45.7305,"avg_inten_ch_4":182.74468,"convex_hull_area_ratio_ch_1":1.04569,"convex_hull_perim_ratio_ch_1":0.936,"diff_inten_density_ch_1":34.43978,"diff_inten_density_ch_3":38.37068,"diff_inten_density_ch_4":115.12698,"entropy_inten_ch_1":5.71459,"entropy_inten_ch_3":6.02421,"entropy_inten_ch_4":7.28841,"eq_circ_diam_ch_1":27.43556,"eq_ellipse_lwr_ch_1":1.06764,"eq_ellipse_oblate_vol_ch_1":1132.01598,"eq_ellipse_prolate_vol_ch_1":1060.29779,"eq_sphere_area_ch_1":2364.70748,"eq_sphere_vol_ch_1":10812.84436,"fiber_align_2_ch_3":1.02913,"fiber_align_2_ch_4":1.34143,"fiber_length_ch_1":24.3807,"fiber_width_ch_1":24.3807,"inten_cooc_asm_ch_3":0.04989,"inten_cooc_asm_ch_4":0.01849,"inten_cooc_contrast_ch_3":8.64428,"inten_cooc_contrast_ch_4":9.94274,"inten_cooc_entropy_ch_3":6.4065,"inten_cooc_entropy_ch_4":7.03949,"inten_cooc_max_ch_3":0.21121,"inten_cooc_max_ch_4":0.11402,"kurt_inten_ch_1":0.10248,"kurt_inten_ch_3":1.45812,"kurt_inten_ch_4":-0.80491,"length_ch_1":29.64991,"neighbor_avg_dist_ch_1":261.03925,"neighbor_min_dist_ch_1":30.11114,"neighbor_var_dist_ch_1":109.80023,"perim_ch_1":97.52281,"shape_bfr_ch_1":0.72775,"shape_lwr_ch_1":1.08221,"shape_p_2_a_ch_1":1.2449,"skew_inten_ch_1":0.77821,"skew_inten_ch_3":1.2365,"skew_inten_ch_4":0.35823,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":10,"total_inten_ch_1":13504,"total_inten_ch_2":92495,"total_inten_ch_3":25792,"total_inten_ch_4":103068,"var_inten_ch_1":19.90092,"var_inten_ch_3":47.27284,"var_inten_ch_4":142.19859,"width_ch_1":27.39756}
{"case":"Train","class":"WS","angle_ch_1":148.44287,"area_ch_1":205,"avg_inten_ch_1":159.41327,"avg_inten_ch_2":383.0051,"avg_inten_ch_3":39.45408,"avg_inten_ch_4":303,"convex_hull_area_ratio_ch_1":1.01463,"convex_hull_perim_ratio_ch_1":0.98558,"diff_inten_density_ch_1":70.44847,"diff_inten_density_ch_3":38.44847,"diff_inten_density_ch_4":190.77716,"entropy_inten_ch_1":7.02903,"entropy_inten_ch_3":4.0807,"entropy_inten_ch_4":6.50354,"eq_circ_diam_ch_1":16.17343,"eq_ellipse_lwr_ch_1":1.49159,"eq_ellipse_oblate_vol_ch_1":274.11321,"eq_ellipse_prolate_vol_ch_1":183.77285,"eq_sphere_area_ch_1":821.77778,"eq_sphere_vol_ch_1":2215.16154,"fiber_align_2_ch_3":1.35066,"fiber_align_2_ch_4":1.54766,"fiber_length_ch_1":14.19406,"fiber_width_ch_1":14.19406,"inten_cooc_asm_ch_3":0.19999,"inten_cooc_asm_ch_4":0.02638,"inten_cooc_contrast_ch_3":3.52874,"inten_cooc_contrast_ch_4":10.47385,"inten_cooc_entropy_ch_3":4.30604,"inten_cooc_entropy_ch_4":6.5434,"inten_cooc_max_ch_3":0.44199,"inten_cooc_max_ch_4":0.14917,"kurt_inten_ch_1":-0.64409,"kurt_inten_ch_3":6.24286,"kurt_inten_ch_4":-0.26594,"length_ch_1":21.06142,"neighbor_avg_dist_ch_1":206.30567,"neighbor_min_dist_ch_1":22.89308,"neighbor_var_dist_ch_1":85.57452,"perim_ch_1":56.77622,"shape_bfr_ch_1":0.67652,"shape_lwr_ch_1":1.4607,"shape_p_2_a_ch_1":1.19379,"skew_inten_ch_1":0.22232,"skew_inten_ch_3":2.43934,"skew_inten_ch_4":0.46963,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":2,"total_inten_ch_1":31245,"total_inten_ch_2":74874,"total_inten_ch_3":7733,"total_inten_ch_4":59388,"var_inten_ch_1":74.20234,"var_inten_ch_3":71.895,"var_inten_ch_4":233.3108,"width_ch_1":14.41876}
{"case":"Test","class":"WS","angle_ch_1":111.54231,"area_ch_1":765,"avg_inten_ch_1":15.28082,"avg_inten_ch_2":107.9726,"avg_inten_ch_3":27.76438,"avg_inten_ch_4":74.79726,"convex_hull_area_ratio_ch_1":1.18723,"convex_hull_perim_ratio_ch_1":0.81723,"diff_inten_density_ch_1":27.76274,"diff_inten_density_ch_3":25.85444,"diff_inten_density_ch_4":55.2984,"entropy_inten_ch_1":4.94335,"entropy_inten_ch_3":5.31163,"entropy_inten_ch_4":5.84684,"eq_circ_diam_ch_1":31.21301,"eq_ellipse_lwr_ch_1":1.60489,"eq_ellipse_oblate_vol_ch_1":2043.75355,"eq_ellipse_prolate_vol_ch_1":1273.45369,"eq_sphere_area_ch_1":3060.70295,"eq_sphere_vol_ch_1":15922.29207,"fiber_align_2_ch_3":1.404,"fiber_align_2_ch_4":1.4077,"fiber_length_ch_1":58.2086,"fiber_width_ch_1":13.53707,"inten_cooc_asm_ch_3":0.06828,"inten_cooc_asm_ch_4":0.09846,"inten_cooc_contrast_ch_3":8.29979,"inten_cooc_contrast_ch_4":4.70567,"inten_cooc_entropy_ch_3":6.13004,"inten_cooc_entropy_ch_4":5.4913,"inten_cooc_max_ch_3":0.2511,"inten_cooc_max_ch_4":0.31025,"kurt_inten_ch_1":0.5577,"kurt_inten_ch_3":5.71098,"kurt_inten_ch_4":2.07622,"length_ch_1":45.45977,"neighbor_avg_dist_ch_1":187.67693,"neighbor_min_dist_ch_1":42.21275,"neighbor_var_dist_ch_1":81.5479,"perim_ch_1":143.49134,"shape_bfr_ch_1":0.56064,"shape_lwr_ch_1":1.51418,"shape_p_2_a_ch_1":2.07935,"skew_inten_ch_1":1.0027,"skew_inten_ch_3":2.01672,"skew_inten_ch_4":1.55938,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":11,"total_inten_ch_1":11155,"total_inten_ch_2":78091,"total_inten_ch_3":20268,"total_inten_ch_4":54602,"var_inten_ch_1":15.36637,"var_inten_ch_3":34.74095,"var_inten_ch_4":95.97024,"width_ch_1":30.02265}
{"case":"Train","class":"WS","angle_ch_1":51.80935,"area_ch_1":339,"avg_inten_ch_1":78.15123,"avg_inten_ch_2":179.43827,"avg_inten_ch_3":86.32716,"avg_inten_ch_4":388.99691,"convex_hull_area_ratio_ch_1":1.0372,"convex_hull_perim_ratio_ch_1":0.95856,"diff_inten_density_ch_1":46.78218,"diff_inten_density_ch_3":44.39604,"diff_inten_density_ch_4":224.58086,"entropy_inten_ch_1":6.75462,"entropy_inten_ch_3":6.61464,"entropy_inten_ch_4":7.40846,"eq_circ_diam_ch_1":20.79442,"eq_ellipse_lwr_ch_1":1.00883,"eq_ellipse_oblate_vol_ch_1":479.12316,"eq_ellipse_prolate_vol_ch_1":474.93149,"eq_sphere_area_ch_1":1358.44898,"eq_sphere_vol_ch_1":4708.02555,"fiber_align_2_ch_3":1.32641,"fiber_align_2_ch_4":1.32353,"fiber_length_ch_1":17.9016,"fiber_width_ch_1":17.9016,"inten_cooc_asm_ch_3":0.01822,"inten_cooc_asm_ch_4":0.00967,"inten_cooc_contrast_ch_3":11.05776,"inten_cooc_contrast_ch_4":14.16007,"inten_cooc_entropy_ch_3":6.91173,"inten_cooc_entropy_ch_4":7.36739,"inten_cooc_max_ch_3":0.11551,"inten_cooc_max_ch_4":0.06601,"kurt_inten_ch_1":-0.95743,"kurt_inten_ch_3":0.10648,"kurt_inten_ch_4":-1.30194,"length_ch_1":22.08009,"neighbor_avg_dist_ch_1":256.61816,"neighbor_min_dist_ch_1":29.53118,"neighbor_var_dist_ch_1":124.09684,"perim_ch_1":71.60639,"shape_bfr_ch_1":0.72112,"shape_lwr_ch_1":1.03521,"shape_p_2_a_ch_1":1.15855,"skew_inten_ch_1":-0.25696,"skew_inten_ch_3":0.23548,"skew_inten_ch_4":-0.33413,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":25321,"total_inten_ch_2":57815,"total_inten_ch_3":27970,"total_inten_ch_4":126035,"var_inten_ch_1":36.25312,"var_inten_ch_3":54.16058,"var_inten_ch_4":241.58203,"width_ch_1":21.3291}
{"case":"Train","class":"PS","angle_ch_1":154.63759,"area_ch_1":201,"avg_inten_ch_1":33.96354,"avg_inten_ch_2":1.9375,"avg_inten_ch_3":107.52604,"avg_inten_ch_4":7.00521,"convex_hull_area_ratio_ch_1":1.36196,"convex_hull_perim_ratio_ch_1":0.89712,"diff_inten_density_ch_1":41.2381,"diff_inten_density_ch_3":64.47619,"diff_inten_density_ch_4":15.15476,"entropy_inten_ch_1":5.9416,"entropy_inten_ch_3":6.78726,"entropy_inten_ch_4":2.32486,"eq_circ_diam_ch_1":16.00755,"eq_ellipse_lwr_ch_1":4.03059,"eq_ellipse_oblate_vol_ch_1":436.87551,"eq_ellipse_prolate_vol_ch_1":108.38997,"eq_sphere_area_ch_1":805.0068,"eq_sphere_vol_ch_1":2147.69763,"fiber_align_2_ch_3":1.77799,"fiber_align_2_ch_4":1.94229,"fiber_length_ch_1":35.76211,"fiber_width_ch_1":5.9719,"inten_cooc_asm_ch_3":0.00843,"inten_cooc_asm_ch_4":0.35041,"inten_cooc_contrast_ch_3":15.73547,"inten_cooc_contrast_ch_4":2.84593,"inten_cooc_entropy_ch_3":7.16287,"inten_cooc_entropy_ch_4":2.95694,"inten_cooc_max_ch_3":0.02907,"inten_cooc_max_ch_4":0.63953,"kurt_inten_ch_1":-0.52616,"kurt_inten_ch_3":-0.88614,"kurt_inten_ch_4":4.21018,"length_ch_1":32.48179,"neighbor_avg_dist_ch_1":177.3368,"neighbor_min_dist_ch_1":15.22002,"neighbor_var_dist_ch_1":89.12871,"perim_ch_1":83.46803,"shape_bfr_ch_1":0.53246,"shape_lwr_ch_1":2.79144,"shape_p_2_a_ch_1":2.59592,"skew_inten_ch_1":0.4189,"skew_inten_ch_3":0.23001,"skew_inten_ch_4":2.27241,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":6521,"total_inten_ch_2":181,"total_inten_ch_3":20645,"total_inten_ch_4":1345,"var_inten_ch_1":21.30223,"var_inten_ch_3":62.22472,"var_inten_ch_4":15.00087,"width_ch_1":11.63621}
{"case":"Test","class":"PS","angle_ch_1":13.09408,"area_ch_1":207,"avg_inten_ch_1":16.72727,"avg_inten_ch_2":87.76768,"avg_inten_ch_3":18.75758,"avg_inten_ch_4":85.87879,"convex_hull_area_ratio_ch_1":1.83082,"convex_hull_perim_ratio_ch_1":0.81061,"diff_inten_density_ch_1":30.51045,"diff_inten_density_ch_3":18.46866,"diff_inten_density_ch_4":85.07164,"entropy_inten_ch_1":5.23299,"entropy_inten_ch_3":4.85015,"entropy_inten_ch_4":5.96656,"eq_circ_diam_ch_1":16.25574,"eq_ellipse_lwr_ch_1":1.39886,"eq_ellipse_oblate_vol_ch_1":269.52949,"eq_ellipse_prolate_vol_ch_1":192.67811,"eq_sphere_area_ch_1":830.16327,"eq_sphere_vol_ch_1":2249.15342,"fiber_align_2_ch_3":1.13394,"fiber_align_2_ch_4":1.01394,"fiber_length_ch_1":45.78151,"fiber_width_ch_1":4.93968,"inten_cooc_asm_ch_3":0.05243,"inten_cooc_asm_ch_4":0.02889,"inten_cooc_contrast_ch_3":7.749,"inten_cooc_contrast_ch_4":8.26784,"inten_cooc_entropy_ch_3":5.97213,"inten_cooc_entropy_ch_4":6.48811,"inten_cooc_max_ch_3":0.21893,"inten_cooc_max_ch_4":0.14793,"kurt_inten_ch_1":0.73739,"kurt_inten_ch_3":2.77078,"kurt_inten_ch_4":21.55221,"length_ch_1":29.17416,"neighbor_avg_dist_ch_1":226.97154,"neighbor_min_dist_ch_1":25.90056,"neighbor_var_dist_ch_1":86.67653,"perim_ch_1":101.44239,"shape_bfr_ch_1":0.30312,"shape_lwr_ch_1":1.24311,"shape_p_2_a_ch_1":3.62107,"skew_inten_ch_1":0.92597,"skew_inten_ch_3":1.59231,"skew_inten_ch_4":3.65655,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":3312,"total_inten_ch_2":17181,"total_inten_ch_3":3714,"total_inten_ch_4":17004,"var_inten_ch_1":13.37669,"var_inten_ch_3":22.18362,"var_inten_ch_4":111.36683,"width_ch_1":23.46867}
{"case":"Train","class":"WS","angle_ch_1":111.40117,"area_ch_1":383,"avg_inten_ch_1":55.42077,"avg_inten_ch_2":160.66667,"avg_inten_ch_3":108.97814,"avg_inten_ch_4":402.71585,"convex_hull_area_ratio_ch_1":1.01979,"convex_hull_perim_ratio_ch_1":0.97085,"diff_inten_density_ch_1":47.56977,"diff_inten_density_ch_3":76.30233,"diff_inten_density_ch_4":212.86919,"entropy_inten_ch_1":6.60212,"entropy_inten_ch_3":6.73637,"entropy_inten_ch_4":7.2194,"eq_circ_diam_ch_1":22.10114,"eq_ellipse_lwr_ch_1":1.12011,"eq_ellipse_oblate_vol_ch_1":606.13952,"eq_ellipse_prolate_vol_ch_1":541.14513,"eq_sphere_area_ch_1":1534.54422,"eq_sphere_vol_ch_1":5652.53062,"fiber_align_2_ch_3":1.56615,"fiber_align_2_ch_4":1.06147,"fiber_length_ch_1":18.62554,"fiber_width_ch_1":18.62554,"inten_cooc_asm_ch_3":0.03118,"inten_cooc_asm_ch_4":0.01357,"inten_cooc_contrast_ch_3":10.497,"inten_cooc_contrast_ch_4":12.12257,"inten_cooc_entropy_ch_3":6.69086,"inten_cooc_entropy_ch_4":7.03198,"inten_cooc_max_ch_3":0.16327,"inten_cooc_max_ch_4":0.07872,"kurt_inten_ch_1":-0.36654,"kurt_inten_ch_3":-0.01857,"kurt_inten_ch_4":-0.6454,"length_ch_1":24.33301,"neighbor_avg_dist_ch_1":236.07677,"neighbor_min_dist_ch_1":34.80952,"neighbor_var_dist_ch_1":95.74927,"perim_ch_1":74.50216,"shape_bfr_ch_1":0.72039,"shape_lwr_ch_1":1.11183,"shape_p_2_a_ch_1":1.11185,"skew_inten_ch_1":0.26227,"skew_inten_ch_3":0.66197,"skew_inten_ch_4":-0.11344,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":6,"total_inten_ch_1":20284,"total_inten_ch_2":58439,"total_inten_ch_3":39886,"total_inten_ch_4":147394,"var_inten_ch_1":31.95169,"var_inten_ch_3":88.69876,"var_inten_ch_4":253.64402,"width_ch_1":21.88546}
{"case":"Test","class":"PS","angle_ch_1":50.29526,"area_ch_1":154,"avg_inten_ch_1":30.46259,"avg_inten_ch_2":33.46259,"avg_inten_ch_3":69.35374,"avg_inten_ch_4":50.71429,"convex_hull_area_ratio_ch_1":1.27442,"convex_hull_perim_ratio_ch_1":0.81417,"diff_inten_density_ch_1":39.512,"diff_inten_density_ch_3":67.976,"diff_inten_density_ch_4":42.52,"entropy_inten_ch_1":5.63864,"entropy_inten_ch_3":6.26149,"entropy_inten_ch_4":5.76429,"eq_circ_diam_ch_1":14.00661,"eq_ellipse_lwr_ch_1":1.79651,"eq_ellipse_oblate_vol_ch_1":195.39463,"eq_ellipse_prolate_vol_ch_1":108.76333,"eq_sphere_area_ch_1":616.33333,"eq_sphere_vol_ch_1":1438.78963,"fiber_align_2_ch_3":1.88498,"fiber_align_2_ch_4":1.71717,"fiber_length_ch_1":30.61942,"fiber_width_ch_1":5.52003,"inten_cooc_asm_ch_3":0.00819,"inten_cooc_asm_ch_4":0.01243,"inten_cooc_contrast_ch_3":17.128,"inten_cooc_contrast_ch_4":15.976,"inten_cooc_entropy_ch_3":7.15783,"inten_cooc_entropy_ch_4":6.88787,"inten_cooc_max_ch_3":0.02,"inten_cooc_max_ch_4":0.08,"kurt_inten_ch_1":-0.16612,"kurt_inten_ch_3":0.25159,"kurt_inten_ch_4":-0.00677,"length_ch_1":21.49197,"neighbor_avg_dist_ch_1":227.89882,"neighbor_min_dist_ch_1":40.13803,"neighbor_var_dist_ch_1":111.77602,"perim_ch_1":72.27888,"shape_bfr_ch_1":0.53598,"shape_lwr_ch_1":1.60673,"shape_p_2_a_ch_1":2.45964,"skew_inten_ch_1":0.70361,"skew_inten_ch_3":1.10938,"skew_inten_ch_4":0.41873,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":4478,"total_inten_ch_2":4773,"total_inten_ch_3":10195,"total_inten_ch_4":7455,"var_inten_ch_1":22.03407,"var_inten_ch_3":58.92319,"var_inten_ch_4":35.92774,"width_ch_1":13.37622}
{"case":"Train","class":"PS","angle_ch_1":164.90758,"area_ch_1":153,"avg_inten_ch_1":25.71918,"avg_inten_ch_2":115.41781,"avg_inten_ch_3":26.90411,"avg_inten_ch_4":86.86301,"convex_hull_area_ratio_ch_1":1.17915,"convex_hull_perim_ratio_ch_1":0.92542,"diff_inten_density_ch_1":38.50388,"diff_inten_density_ch_3":20.39535,"diff_inten_density_ch_4":56.15504,"entropy_inten_ch_1":5.46805,"entropy_inten_ch_3":4.80789,"entropy_inten_ch_4":6.04241,"eq_circ_diam_ch_1":13.95888,"eq_ellipse_lwr_ch_1":2.27389,"eq_ellipse_oblate_vol_ch_1":217.58826,"eq_ellipse_prolate_vol_ch_1":95.68992,"eq_sphere_area_ch_1":612.14059,"eq_sphere_vol_ch_1":1424.1331,"fiber_align_2_ch_3":1.01296,"fiber_align_2_ch_4":1.52675,"fiber_length_ch_1":22.40691,"fiber_width_ch_1":7.18067,"inten_cooc_asm_ch_3":0.06015,"inten_cooc_asm_ch_4":0.01572,"inten_cooc_contrast_ch_3":6.24959,"inten_cooc_contrast_ch_4":11.76372,"inten_cooc_entropy_ch_3":5.63627,"inten_cooc_entropy_ch_4":6.71531,"inten_cooc_max_ch_3":0.23622,"inten_cooc_max_ch_4":0.09449,"kurt_inten_ch_1":0.08715,"kurt_inten_ch_3":-1.14623,"kurt_inten_ch_4":-0.88501,"length_ch_1":20.91402,"neighbor_avg_dist_ch_1":176.35986,"neighbor_min_dist_ch_1":30.38835,"neighbor_var_dist_ch_1":73.54262,"perim_ch_1":59.17516,"shape_bfr_ch_1":0.61286,"shape_lwr_ch_1":1.75163,"shape_p_2_a_ch_1":1.73189,"skew_inten_ch_1":0.55047,"skew_inten_ch_3":0.48802,"skew_inten_ch_4":0.01065,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3755,"total_inten_ch_2":16706,"total_inten_ch_3":3928,"total_inten_ch_4":12682,"var_inten_ch_1":16.22139,"var_inten_ch_3":26.46329,"var_inten_ch_4":58.40091,"width_ch_1":11.93975}
{"case":"Train","class":"WS","angle_ch_1":43.46855,"area_ch_1":459,"avg_inten_ch_1":20.07078,"avg_inten_ch_2":128.74886,"avg_inten_ch_3":42.77626,"avg_inten_ch_4":94.78995,"convex_hull_area_ratio_ch_1":1.09403,"convex_hull_perim_ratio_ch_1":0.92107,"diff_inten_density_ch_1":33.41363,"diff_inten_density_ch_3":37.61557,"diff_inten_density_ch_4":64.53528,"entropy_inten_ch_1":5.39207,"entropy_inten_ch_3":6.01549,"entropy_inten_ch_4":6.39511,"eq_circ_diam_ch_1":24.17749,"eq_ellipse_lwr_ch_1":1.61538,"eq_ellipse_oblate_vol_ch_1":952.95079,"eq_ellipse_prolate_vol_ch_1":589.92249,"eq_sphere_area_ch_1":1836.42177,"eq_sphere_vol_ch_1":7400.01264,"fiber_align_2_ch_3":1.5542,"fiber_align_2_ch_4":1.2586,"fiber_length_ch_1":30.76606,"fiber_width_ch_1":15.39944,"inten_cooc_asm_ch_3":0.0429,"inten_cooc_asm_ch_4":0.03112,"inten_cooc_contrast_ch_3":9.12044,"inten_cooc_contrast_ch_4":7.87348,"inten_cooc_entropy_ch_3":6.56245,"inten_cooc_entropy_ch_4":6.64173,"inten_cooc_max_ch_3":0.20195,"inten_cooc_max_ch_4":0.15815,"kurt_inten_ch_1":0.5656,"kurt_inten_ch_3":2.80606,"kurt_inten_ch_4":-1.12952,"length_ch_1":31.99688,"neighbor_avg_dist_ch_1":214.43151,"neighbor_min_dist_ch_1":25.90056,"neighbor_var_dist_ch_1":78.00079,"perim_ch_1":92.331,"shape_bfr_ch_1":0.6793,"shape_lwr_ch_1":1.51484,"shape_p_2_a_ch_1":1.43188,"skew_inten_ch_1":0.92753,"skew_inten_ch_3":1.51234,"skew_inten_ch_4":0.35923,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8791,"total_inten_ch_2":55955,"total_inten_ch_3":18736,"total_inten_ch_4":41518,"var_inten_ch_1":18.01869,"var_inten_ch_3":46.33455,"var_inten_ch_4":82.38678,"width_ch_1":21.12227}
{"case":"Train","class":"WS","angle_ch_1":119.70388,"area_ch_1":414,"avg_inten_ch_1":29.27342,"avg_inten_ch_2":135.87342,"avg_inten_ch_3":59.8481,"avg_inten_ch_4":97.00506,"convex_hull_area_ratio_ch_1":1.04385,"convex_hull_perim_ratio_ch_1":0.95678,"diff_inten_density_ch_1":39.32119,"diff_inten_density_ch_3":45.76653,"diff_inten_density_ch_4":80.40891,"entropy_inten_ch_1":5.87938,"entropy_inten_ch_3":6.23383,"entropy_inten_ch_4":6.9458,"eq_circ_diam_ch_1":22.96005,"eq_ellipse_lwr_ch_1":1.24755,"eq_ellipse_oblate_vol_ch_1":717.20867,"eq_ellipse_prolate_vol_ch_1":574.89543,"eq_sphere_area_ch_1":1656.13379,"eq_sphere_vol_ch_1":6337.48492,"fiber_align_2_ch_3":1.23193,"fiber_align_2_ch_4":1.54017,"fiber_length_ch_1":20.4354,"fiber_width_ch_1":20.4354,"inten_cooc_asm_ch_3":0.0267,"inten_cooc_asm_ch_4":0.00973,"inten_cooc_contrast_ch_3":11.86849,"inten_cooc_contrast_ch_4":13.73175,"inten_cooc_entropy_ch_3":6.88442,"inten_cooc_entropy_ch_4":7.33613,"inten_cooc_max_ch_3":0.14555,"inten_cooc_max_ch_4":0.0593,"kurt_inten_ch_1":0.27186,"kurt_inten_ch_3":0.2082,"kurt_inten_ch_4":0.01732,"length_ch_1":26.40994,"neighbor_avg_dist_ch_1":175.71973,"neighbor_min_dist_ch_1":23.87914,"neighbor_var_dist_ch_1":62.95641,"perim_ch_1":81.74159,"shape_bfr_ch_1":0.72602,"shape_lwr_ch_1":1.22306,"shape_p_2_a_ch_1":1.23573,"skew_inten_ch_1":0.54591,"skew_inten_ch_3":0.66456,"skew_inten_ch_4":0.81022,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":3,"total_inten_ch_1":11563,"total_inten_ch_2":53276,"total_inten_ch_3":23640,"total_inten_ch_4":38317,"var_inten_ch_1":18.51872,"var_inten_ch_3":48.96097,"var_inten_ch_4":82.69918,"width_ch_1":21.5934}
{"case":"Test","class":"WS","angle_ch_1":44.21788,"area_ch_1":193,"avg_inten_ch_1":18.45405,"avg_inten_ch_2":3.2973,"avg_inten_ch_3":44.11351,"avg_inten_ch_4":5.4973,"convex_hull_area_ratio_ch_1":1.25127,"convex_hull_perim_ratio_ch_1":0.88384,"diff_inten_density_ch_1":31.57846,"diff_inten_density_ch_3":45.02462,"diff_inten_density_ch_4":11.85538,"entropy_inten_ch_1":5.10957,"entropy_inten_ch_3":5.80493,"entropy_inten_ch_4":2.51465,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":2.82517,"eq_ellipse_oblate_vol_ch_1":345.94045,"eq_ellipse_prolate_vol_ch_1":122.44948,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.03128,"fiber_align_2_ch_4":1.73268,"fiber_length_ch_1":31.6203,"fiber_width_ch_1":6.53038,"inten_cooc_asm_ch_3":0.01339,"inten_cooc_asm_ch_4":0.31366,"inten_cooc_contrast_ch_3":15.93923,"inten_cooc_contrast_ch_4":4.00896,"inten_cooc_entropy_ch_3":6.98964,"inten_cooc_entropy_ch_4":3.30089,"inten_cooc_max_ch_3":0.08075,"inten_cooc_max_ch_4":0.56522,"kurt_inten_ch_1":0.90985,"kurt_inten_ch_3":-0.53235,"kurt_inten_ch_4":5.0689,"length_ch_1":28.97477,"neighbor_avg_dist_ch_1":268.15258,"neighbor_min_dist_ch_1":30.40559,"neighbor_var_dist_ch_1":122.75138,"perim_ch_1":76.30136,"shape_bfr_ch_1":0.54341,"shape_lwr_ch_1":2.35266,"shape_p_2_a_ch_1":2.24361,"skew_inten_ch_1":1.03905,"skew_inten_ch_3":0.60467,"skew_inten_ch_4":2.25722,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":7,"total_inten_ch_1":3414,"total_inten_ch_2":426,"total_inten_ch_3":8161,"total_inten_ch_4":1017,"var_inten_ch_1":17.23194,"var_inten_ch_3":37.94339,"var_inten_ch_4":10.60246,"width_ch_1":12.31576}
{"case":"Train","class":"PS","angle_ch_1":6.71379,"area_ch_1":491,"avg_inten_ch_1":20.8678,"avg_inten_ch_2":3.02345,"avg_inten_ch_3":52.60981,"avg_inten_ch_4":75.92324,"convex_hull_area_ratio_ch_1":2.03189,"convex_hull_perim_ratio_ch_1":0.79267,"diff_inten_density_ch_1":35.43803,"diff_inten_density_ch_3":45.77016,"diff_inten_density_ch_4":66.65824,"entropy_inten_ch_1":5.55636,"entropy_inten_ch_3":6.6446,"entropy_inten_ch_4":6.71174,"eq_circ_diam_ch_1":25.01846,"eq_ellipse_lwr_ch_1":2.95121,"eq_ellipse_oblate_vol_ch_1":1427.18725,"eq_ellipse_prolate_vol_ch_1":483.59374,"eq_sphere_area_ch_1":1966.39683,"eq_sphere_vol_ch_1":8199.37142,"fiber_align_2_ch_3":1.47815,"fiber_align_2_ch_4":1.8137,"fiber_length_ch_1":81.65569,"fiber_width_ch_1":6.44079,"inten_cooc_asm_ch_3":0.00561,"inten_cooc_asm_ch_4":0.0122,"inten_cooc_contrast_ch_3":20.39035,"inten_cooc_contrast_ch_4":14.29873,"inten_cooc_entropy_ch_3":7.80024,"inten_cooc_entropy_ch_4":7.31888,"inten_cooc_max_ch_3":0.02381,"inten_cooc_max_ch_4":0.09002,"kurt_inten_ch_1":0.0503,"kurt_inten_ch_3":1.35761,"kurt_inten_ch_4":0.07619,"length_ch_1":54.90659,"neighbor_avg_dist_ch_1":224.99319,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":96.56827,"perim_ch_1":176.19297,"shape_bfr_ch_1":0.30611,"shape_lwr_ch_1":1.87723,"shape_p_2_a_ch_1":4.6972,"skew_inten_ch_1":0.77528,"skew_inten_ch_3":0.98573,"skew_inten_ch_4":0.76653,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":12,"total_inten_ch_1":9787,"total_inten_ch_2":950,"total_inten_ch_3":24674,"total_inten_ch_4":35608,"var_inten_ch_1":17.52499,"var_inten_ch_3":37.92355,"var_inten_ch_4":64.61956,"width_ch_1":29.2487}
{"case":"Test","class":"WS","angle_ch_1":26.95514,"area_ch_1":331,"avg_inten_ch_1":34.45886,"avg_inten_ch_2":173.22468,"avg_inten_ch_3":63.87025,"avg_inten_ch_4":195.71203,"convex_hull_area_ratio_ch_1":1.03058,"convex_hull_perim_ratio_ch_1":0.97079,"diff_inten_density_ch_1":38.87817,"diff_inten_density_ch_3":40.13029,"diff_inten_density_ch_4":117.30795,"entropy_inten_ch_1":5.9915,"entropy_inten_ch_3":6.50791,"entropy_inten_ch_4":7.48301,"eq_circ_diam_ch_1":20.53609,"eq_ellipse_lwr_ch_1":1.21753,"eq_ellipse_oblate_vol_ch_1":506.98155,"eq_ellipse_prolate_vol_ch_1":416.40141,"eq_sphere_area_ch_1":1324.90703,"eq_sphere_vol_ch_1":4534.73507,"fiber_align_2_ch_3":1.20131,"fiber_align_2_ch_4":1.02735,"fiber_length_ch_1":17.68956,"fiber_width_ch_1":17.68956,"inten_cooc_asm_ch_3":0.01506,"inten_cooc_asm_ch_4":0.00602,"inten_cooc_contrast_ch_3":8.48402,"inten_cooc_contrast_ch_4":17.86104,"inten_cooc_entropy_ch_3":7.01057,"inten_cooc_entropy_ch_4":7.70223,"inten_cooc_max_ch_3":0.09184,"inten_cooc_max_ch_4":0.0303,"kurt_inten_ch_1":-0.48013,"kurt_inten_ch_3":-0.65749,"kurt_inten_ch_4":-1.0549,"length_ch_1":24.71772,"neighbor_avg_dist_ch_1":179.36715,"neighbor_min_dist_ch_1":23.87914,"neighbor_var_dist_ch_1":60.44091,"perim_ch_1":70.75824,"shape_bfr_ch_1":0.68001,"shape_lwr_ch_1":1.25431,"shape_p_2_a_ch_1":1.1624,"skew_inten_ch_1":0.23916,"skew_inten_ch_3":0.38991,"skew_inten_ch_4":0.10508,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":10889,"total_inten_ch_2":54424,"total_inten_ch_3":20183,"total_inten_ch_4":61845,"var_inten_ch_1":19.08546,"var_inten_ch_3":48.76966,"var_inten_ch_4":107.93304,"width_ch_1":19.70629}
{"case":"Train","class":"PS","angle_ch_1":73.37728,"area_ch_1":191,"avg_inten_ch_1":24.65574,"avg_inten_ch_2":4.15847,"avg_inten_ch_3":66.12568,"avg_inten_ch_4":23.78142,"convex_hull_area_ratio_ch_1":1.25974,"convex_hull_perim_ratio_ch_1":0.95224,"diff_inten_density_ch_1":34.93865,"diff_inten_density_ch_3":50.97546,"diff_inten_density_ch_4":27.37423,"entropy_inten_ch_1":5.59342,"entropy_inten_ch_3":6.31757,"entropy_inten_ch_4":4.32782,"eq_circ_diam_ch_1":15.62787,"eq_ellipse_lwr_ch_1":3.2898,"eq_ellipse_oblate_vol_ch_1":367.2676,"eq_ellipse_prolate_vol_ch_1":111.63844,"eq_sphere_area_ch_1":767.27211,"eq_sphere_vol_ch_1":1998.47137,"fiber_align_2_ch_3":2,"fiber_align_2_ch_4":1.70392,"fiber_length_ch_1":28.06543,"fiber_width_ch_1":7.18948,"inten_cooc_asm_ch_3":0.0064,"inten_cooc_asm_ch_4":0.11894,"inten_cooc_contrast_ch_3":33.64048,"inten_cooc_contrast_ch_4":5.99668,"inten_cooc_entropy_ch_3":7.49853,"inten_cooc_entropy_ch_4":5.03786,"inten_cooc_max_ch_3":0.02532,"inten_cooc_max_ch_4":0.33929,"kurt_inten_ch_1":0.53685,"kurt_inten_ch_3":0.37182,"kurt_inten_ch_4":0.18434,"length_ch_1":28.04015,"neighbor_avg_dist_ch_1":219.81708,"neighbor_min_dist_ch_1":34.8697,"neighbor_var_dist_ch_1":85.02402,"perim_ch_1":70.50982,"shape_bfr_ch_1":0.62962,"shape_lwr_ch_1":2.58076,"shape_p_2_a_ch_1":1.96073,"skew_inten_ch_1":0.71326,"skew_inten_ch_3":0.63704,"skew_inten_ch_4":1.10551,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":4512,"total_inten_ch_2":579,"total_inten_ch_3":12101,"total_inten_ch_4":4352,"var_inten_ch_1":16.05307,"var_inten_ch_3":32.7501,"var_inten_ch_4":29.47457,"width_ch_1":10.86509}
{"case":"Train","class":"PS","angle_ch_1":177.79554,"area_ch_1":301,"avg_inten_ch_1":25.56597,"avg_inten_ch_2":3.37847,"avg_inten_ch_3":66.78472,"avg_inten_ch_4":1.15972,"convex_hull_area_ratio_ch_1":1.78727,"convex_hull_perim_ratio_ch_1":0.83761,"diff_inten_density_ch_1":37.62069,"diff_inten_density_ch_3":46.9432,"diff_inten_density_ch_4":3.43408,"entropy_inten_ch_1":5.79871,"entropy_inten_ch_3":6.53445,"entropy_inten_ch_4":0.6718,"eq_circ_diam_ch_1":19.60516,"eq_ellipse_lwr_ch_1":5.15591,"eq_ellipse_oblate_vol_ch_1":907.7434,"eq_ellipse_prolate_vol_ch_1":176.05869,"eq_sphere_area_ch_1":1207.5102,"eq_sphere_vol_ch_1":3945.5725,"fiber_align_2_ch_3":1.47126,"fiber_align_2_ch_4":1.43517,"fiber_length_ch_1":65.58798,"fiber_width_ch_1":4.95822,"inten_cooc_asm_ch_3":0.00644,"inten_cooc_asm_ch_4":0.78816,"inten_cooc_contrast_ch_3":24.54511,"inten_cooc_contrast_ch_4":0.13903,"inten_cooc_entropy_ch_3":7.58043,"inten_cooc_entropy_ch_4":0.80605,"inten_cooc_max_ch_3":0.02326,"inten_cooc_max_ch_4":0.8876,"kurt_inten_ch_1":0.50161,"kurt_inten_ch_3":0.73876,"kurt_inten_ch_4":49.8606,"length_ch_1":52.25441,"neighbor_avg_dist_ch_1":184.55098,"neighbor_min_dist_ch_1":48.07546,"neighbor_var_dist_ch_1":85.64272,"perim_ch_1":141.0924,"shape_bfr_ch_1":0.41358,"shape_lwr_ch_1":3.74093,"shape_p_2_a_ch_1":4.8713,"skew_inten_ch_1":0.77297,"skew_inten_ch_3":0.59093,"skew_inten_ch_4":6.72637,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":10,"total_inten_ch_1":7363,"total_inten_ch_2":686,"total_inten_ch_3":19234,"total_inten_ch_4":334,"var_inten_ch_1":18.11142,"var_inten_ch_3":35.05089,"var_inten_ch_4":5.77971,"width_ch_1":13.96829}
{"case":"Train","class":"WS","angle_ch_1":6.24423,"area_ch_1":178,"avg_inten_ch_1":78.14706,"avg_inten_ch_2":370.01765,"avg_inten_ch_3":136.94706,"avg_inten_ch_4":393.05882,"convex_hull_area_ratio_ch_1":1.02801,"convex_hull_perim_ratio_ch_1":0.97419,"diff_inten_density_ch_1":48.32903,"diff_inten_density_ch_3":73.30323,"diff_inten_density_ch_4":207.27742,"entropy_inten_ch_1":6.39443,"entropy_inten_ch_3":6.51349,"entropy_inten_ch_4":7.07842,"eq_circ_diam_ch_1":15.06256,"eq_ellipse_lwr_ch_1":1.01944,"eq_ellipse_oblate_vol_ch_1":183.05264,"eq_ellipse_prolate_vol_ch_1":179.56177,"eq_sphere_area_ch_1":712.76644,"eq_sphere_vol_ch_1":1789.34745,"fiber_align_2_ch_3":1.0846,"fiber_align_2_ch_4":1.42694,"fiber_length_ch_1":12.80827,"fiber_width_ch_1":12.80827,"inten_cooc_asm_ch_3":0.00686,"inten_cooc_asm_ch_4":0.00701,"inten_cooc_contrast_ch_3":24.4,"inten_cooc_contrast_ch_4":18.1871,"inten_cooc_entropy_ch_3":7.39563,"inten_cooc_entropy_ch_4":7.33223,"inten_cooc_max_ch_3":0.01935,"inten_cooc_max_ch_4":0.01935,"kurt_inten_ch_1":-0.09681,"kurt_inten_ch_3":1.3067,"kurt_inten_ch_4":-0.31244,"length_ch_1":15.82282,"neighbor_avg_dist_ch_1":255.76699,"neighbor_min_dist_ch_1":24.91036,"neighbor_var_dist_ch_1":152.68684,"perim_ch_1":51.2331,"shape_bfr_ch_1":0.71678,"shape_lwr_ch_1":1.00709,"shape_p_2_a_ch_1":1.00474,"skew_inten_ch_1":0.20482,"skew_inten_ch_3":0.5058,"skew_inten_ch_4":0.12587,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":3,"total_inten_ch_1":13285,"total_inten_ch_2":62734,"total_inten_ch_3":23281,"total_inten_ch_4":66820,"var_inten_ch_1":35.16811,"var_inten_ch_3":54.45314,"var_inten_ch_4":180.21111,"width_ch_1":15.71146}
{"case":"Train","class":"PS","angle_ch_1":117.16439,"area_ch_1":230,"avg_inten_ch_1":31.58182,"avg_inten_ch_2":1.18182,"avg_inten_ch_3":84.49545,"avg_inten_ch_4":32.80909,"convex_hull_area_ratio_ch_1":1.59621,"convex_hull_perim_ratio_ch_1":0.89464,"diff_inten_density_ch_1":43.82415,"diff_inten_density_ch_3":80.03412,"diff_inten_density_ch_4":36.37533,"entropy_inten_ch_1":5.95331,"entropy_inten_ch_3":6.72351,"entropy_inten_ch_4":4.49318,"eq_circ_diam_ch_1":17.13506,"eq_ellipse_lwr_ch_1":3.41704,"eq_ellipse_oblate_vol_ch_1":493.37869,"eq_ellipse_prolate_vol_ch_1":144.38789,"eq_sphere_area_ch_1":922.40363,"eq_sphere_vol_ch_1":2634.23986,"fiber_align_2_ch_3":1.84275,"fiber_align_2_ch_4":1.7305,"fiber_length_ch_1":43.69409,"fiber_width_ch_1":5.70343,"inten_cooc_asm_ch_3":0.00646,"inten_cooc_asm_ch_4":0.11709,"inten_cooc_contrast_ch_3":24.54346,"inten_cooc_contrast_ch_4":6.95623,"inten_cooc_entropy_ch_3":7.48814,"inten_cooc_entropy_ch_4":5.20459,"inten_cooc_max_ch_3":0.01804,"inten_cooc_max_ch_4":0.33505,"kurt_inten_ch_1":0.39274,"kurt_inten_ch_3":0.77559,"kurt_inten_ch_4":1.21698,"length_ch_1":37.5378,"neighbor_avg_dist_ch_1":301.17308,"neighbor_min_dist_ch_1":23.63648,"neighbor_var_dist_ch_1":151.75531,"perim_ch_1":98.79503,"shape_bfr_ch_1":0.43036,"shape_lwr_ch_1":2.62974,"shape_p_2_a_ch_1":3.11673,"skew_inten_ch_1":0.94647,"skew_inten_ch_3":1.16441,"skew_inten_ch_4":1.25407,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":6948,"total_inten_ch_2":41,"total_inten_ch_3":18589,"total_inten_ch_4":7218,"var_inten_ch_1":24.04026,"var_inten_ch_3":60.07461,"var_inten_ch_4":39.2331,"width_ch_1":14.27435}
{"case":"Train","class":"WS","angle_ch_1":46.93487,"area_ch_1":332,"avg_inten_ch_1":151.76656,"avg_inten_ch_2":363.34069,"avg_inten_ch_3":169.14826,"avg_inten_ch_4":278.22713,"convex_hull_area_ratio_ch_1":1.01524,"convex_hull_perim_ratio_ch_1":0.98019,"diff_inten_density_ch_1":64.76431,"diff_inten_density_ch_3":70.76094,"diff_inten_density_ch_4":204.84848,"entropy_inten_ch_1":6.90161,"entropy_inten_ch_3":7.30207,"entropy_inten_ch_4":5.0149,"eq_circ_diam_ch_1":20.56856,"eq_ellipse_lwr_ch_1":1.06281,"eq_ellipse_oblate_vol_ch_1":475.92445,"eq_ellipse_prolate_vol_ch_1":447.79875,"eq_sphere_area_ch_1":1329.09977,"eq_sphere_vol_ch_1":4556.27773,"fiber_align_2_ch_3":1.45183,"fiber_align_2_ch_4":1.16105,"fiber_length_ch_1":17.17765,"fiber_width_ch_1":17.17765,"inten_cooc_asm_ch_3":0.0061,"inten_cooc_asm_ch_4":0.13427,"inten_cooc_contrast_ch_3":18.31818,"inten_cooc_contrast_ch_4":2.1936,"inten_cooc_entropy_ch_3":7.63891,"inten_cooc_entropy_ch_4":4.78767,"inten_cooc_max_ch_3":0.0202,"inten_cooc_max_ch_4":0.3569,"kurt_inten_ch_1":0.70342,"kurt_inten_ch_3":-0.41039,"kurt_inten_ch_4":1.38392,"length_ch_1":21.85255,"neighbor_avg_dist_ch_1":170.0645,"neighbor_min_dist_ch_1":52.46462,"neighbor_var_dist_ch_1":57.34198,"perim_ch_1":68.71062,"shape_bfr_ch_1":0.74338,"shape_lwr_ch_1":1.06836,"shape_p_2_a_ch_1":1.09276,"skew_inten_ch_1":-0.67373,"skew_inten_ch_3":0.28036,"skew_inten_ch_4":1.51127,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":48110,"total_inten_ch_2":114863,"total_inten_ch_3":53620,"total_inten_ch_4":88198,"var_inten_ch_1":43.34713,"var_inten_ch_3":63.14977,"var_inten_ch_4":418.69824,"width_ch_1":20.45438}
{"case":"Train","class":"WS","angle_ch_1":81.79539,"area_ch_1":226,"avg_inten_ch_1":69.7037,"avg_inten_ch_2":290.61574,"avg_inten_ch_3":52.6713,"avg_inten_ch_4":298.51852,"convex_hull_area_ratio_ch_1":1.08768,"convex_hull_perim_ratio_ch_1":0.9474,"diff_inten_density_ch_1":51.72911,"diff_inten_density_ch_3":37.91139,"diff_inten_density_ch_4":207.81519,"entropy_inten_ch_1":6.6526,"entropy_inten_ch_3":6.23771,"entropy_inten_ch_4":7.32172,"eq_circ_diam_ch_1":16.97857,"eq_ellipse_lwr_ch_1":1.25614,"eq_ellipse_oblate_vol_ch_1":291.01889,"eq_ellipse_prolate_vol_ch_1":231.67713,"eq_sphere_area_ch_1":905.63265,"eq_sphere_vol_ch_1":2562.72451,"fiber_align_2_ch_3":1.2659,"fiber_align_2_ch_4":1.41993,"fiber_length_ch_1":20.39474,"fiber_width_ch_1":11.57671,"inten_cooc_asm_ch_3":0.00951,"inten_cooc_asm_ch_4":0.00749,"inten_cooc_contrast_ch_3":13.60477,"inten_cooc_contrast_ch_4":13.30162,"inten_cooc_entropy_ch_3":7.22024,"inten_cooc_entropy_ch_4":7.32897,"inten_cooc_max_ch_3":0.05102,"inten_cooc_max_ch_4":0.03015,"kurt_inten_ch_1":-1.17826,"kurt_inten_ch_3":-0.80677,"kurt_inten_ch_4":-1.06131,"length_ch_1":21.14325,"neighbor_avg_dist_ch_1":205.09828,"neighbor_min_dist_ch_1":30.38835,"neighbor_var_dist_ch_1":90.76026,"perim_ch_1":63.94289,"shape_bfr_ch_1":0.61092,"shape_lwr_ch_1":1.20624,"shape_p_2_a_ch_1":1.37806,"skew_inten_ch_1":0.04358,"skew_inten_ch_3":0.27741,"skew_inten_ch_4":0.33469,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":15056,"total_inten_ch_2":62558,"total_inten_ch_3":11377,"total_inten_ch_4":64480,"var_inten_ch_1":44.69863,"var_inten_ch_3":36.5522,"var_inten_ch_4":212.7369,"width_ch_1":17.52825}
{"case":"Test","class":"WS","angle_ch_1":69.48555,"area_ch_1":168,"avg_inten_ch_1":45.24224,"avg_inten_ch_2":7.50311,"avg_inten_ch_3":110.2795,"avg_inten_ch_4":186.71429,"convex_hull_area_ratio_ch_1":1.18355,"convex_hull_perim_ratio_ch_1":0.933,"diff_inten_density_ch_1":46.45645,"diff_inten_density_ch_3":77.98955,"diff_inten_density_ch_4":90.74216,"entropy_inten_ch_1":6.20751,"entropy_inten_ch_3":6.63518,"entropy_inten_ch_4":6.24827,"eq_circ_diam_ch_1":14.65842,"eq_ellipse_lwr_ch_1":1.16731,"eq_ellipse_oblate_vol_ch_1":180.53143,"eq_ellipse_prolate_vol_ch_1":154.6564,"eq_sphere_area_ch_1":675.03175,"eq_sphere_vol_ch_1":1649.14981,"fiber_align_2_ch_3":1.52688,"fiber_align_2_ch_4":1.78531,"fiber_length_ch_1":21.70025,"fiber_width_ch_1":8.22358,"inten_cooc_asm_ch_3":0.01099,"inten_cooc_asm_ch_4":0.0167,"inten_cooc_contrast_ch_3":9.38109,"inten_cooc_contrast_ch_4":14.65295,"inten_cooc_entropy_ch_3":6.83248,"inten_cooc_entropy_ch_4":6.77972,"inten_cooc_max_ch_3":0.04167,"inten_cooc_max_ch_4":0.11111,"kurt_inten_ch_1":0.4929,"kurt_inten_ch_3":1.17677,"kurt_inten_ch_4":-0.69857,"length_ch_1":18.93001,"neighbor_avg_dist_ch_1":182.18357,"neighbor_min_dist_ch_1":14.26002,"neighbor_var_dist_ch_1":84.78682,"perim_ch_1":59.84765,"shape_bfr_ch_1":0.49933,"shape_lwr_ch_1":1.06029,"shape_p_2_a_ch_1":1.59719,"skew_inten_ch_1":1.05052,"skew_inten_ch_3":1.28679,"skew_inten_ch_4":-0.71632,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":7284,"total_inten_ch_2":1048,"total_inten_ch_3":17755,"total_inten_ch_4":30061,"var_inten_ch_1":35.64155,"var_inten_ch_3":94.8796,"var_inten_ch_4":102.11767,"width_ch_1":17.85365}
{"case":"Test","class":"PS","angle_ch_1":171.98268,"area_ch_1":260,"avg_inten_ch_1":15.96386,"avg_inten_ch_2":117.51807,"avg_inten_ch_3":25.38153,"avg_inten_ch_4":114.24096,"convex_hull_area_ratio_ch_1":1.34906,"convex_hull_perim_ratio_ch_1":0.83073,"diff_inten_density_ch_1":28.42466,"diff_inten_density_ch_3":20.84018,"diff_inten_density_ch_4":61.16438,"entropy_inten_ch_1":5.13878,"entropy_inten_ch_3":5.60131,"entropy_inten_ch_4":6.56665,"eq_circ_diam_ch_1":18.22946,"eq_ellipse_lwr_ch_1":3.18665,"eq_ellipse_oblate_vol_ch_1":573.70342,"eq_ellipse_prolate_vol_ch_1":180.03366,"eq_sphere_area_ch_1":1043.9932,"eq_sphere_vol_ch_1":3171.90606,"fiber_align_2_ch_3":1.55844,"fiber_align_2_ch_4":1.46571,"fiber_length_ch_1":44.92608,"fiber_width_ch_1":6.18281,"inten_cooc_asm_ch_3":0.01004,"inten_cooc_asm_ch_4":0.0265,"inten_cooc_contrast_ch_3":13.54554,"inten_cooc_contrast_ch_4":6.58228,"inten_cooc_entropy_ch_3":7.11859,"inten_cooc_entropy_ch_4":6.44151,"inten_cooc_max_ch_3":0.04673,"inten_cooc_max_ch_4":0.14286,"kurt_inten_ch_1":-0.26398,"kurt_inten_ch_3":-0.32423,"kurt_inten_ch_4":-0.6213,"length_ch_1":36.19706,"neighbor_avg_dist_ch_1":209.78636,"neighbor_min_dist_ch_1":18.54198,"neighbor_var_dist_ch_1":100.63308,"perim_ch_1":102.21778,"shape_bfr_ch_1":0.52492,"shape_lwr_ch_1":2.63513,"shape_p_2_a_ch_1":2.99334,"skew_inten_ch_1":0.6748,"skew_inten_ch_3":0.47625,"skew_inten_ch_4":0.65445,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3975,"total_inten_ch_2":29014,"total_inten_ch_3":6320,"total_inten_ch_4":28446,"var_inten_ch_1":13.06682,"var_inten_ch_3":19.05359,"var_inten_ch_4":96.87498,"width_ch_1":13.73636}
{"case":"Train","class":"PS","angle_ch_1":147.79862,"area_ch_1":404,"avg_inten_ch_1":60.8057,"avg_inten_ch_2":114.90415,"avg_inten_ch_3":153.07254,"avg_inten_ch_4":229.30052,"convex_hull_area_ratio_ch_1":1.30483,"convex_hull_perim_ratio_ch_1":0.8628,"diff_inten_density_ch_1":48.49718,"diff_inten_density_ch_3":90.59605,"diff_inten_density_ch_4":133.75989,"entropy_inten_ch_1":6.7514,"entropy_inten_ch_3":7.28317,"entropy_inten_ch_4":6.78241,"eq_circ_diam_ch_1":22.69697,"eq_ellipse_lwr_ch_1":1.69954,"eq_ellipse_oblate_vol_ch_1":808.66451,"eq_ellipse_prolate_vol_ch_1":475.81336,"eq_sphere_area_ch_1":1618.39909,"eq_sphere_vol_ch_1":6122.12585,"fiber_align_2_ch_3":1.36705,"fiber_align_2_ch_4":1.47631,"fiber_length_ch_1":43.95935,"fiber_width_ch_1":9.62123,"inten_cooc_asm_ch_3":0.01102,"inten_cooc_asm_ch_4":0.03344,"inten_cooc_contrast_ch_3":10.92445,"inten_cooc_contrast_ch_4":7.38626,"inten_cooc_entropy_ch_3":7.19475,"inten_cooc_entropy_ch_4":6.53548,"inten_cooc_max_ch_3":0.07365,"inten_cooc_max_ch_4":0.16431,"kurt_inten_ch_1":0.71857,"kurt_inten_ch_3":0.67169,"kurt_inten_ch_4":-0.5309,"length_ch_1":35.3937,"neighbor_avg_dist_ch_1":249.86864,"neighbor_min_dist_ch_1":28.84891,"neighbor_var_dist_ch_1":120.49168,"perim_ch_1":107.16117,"shape_bfr_ch_1":0.49615,"shape_lwr_ch_1":1.53617,"shape_p_2_a_ch_1":2.16063,"skew_inten_ch_1":0.74193,"skew_inten_ch_3":0.72436,"skew_inten_ch_4":0.41434,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":23471,"total_inten_ch_2":43968,"total_inten_ch_3":59086,"total_inten_ch_4":88510,"var_inten_ch_1":35.80106,"var_inten_ch_3":109.10595,"var_inten_ch_4":182.64128,"width_ch_1":23.04028}
{"case":"Test","class":"WS","angle_ch_1":169.51842,"area_ch_1":504,"avg_inten_ch_1":55.59875,"avg_inten_ch_2":140.56549,"avg_inten_ch_3":118.59459,"avg_inten_ch_4":253.89813,"convex_hull_area_ratio_ch_1":1.04044,"convex_hull_perim_ratio_ch_1":0.95656,"diff_inten_density_ch_1":45.51372,"diff_inten_density_ch_3":63.54885,"diff_inten_density_ch_4":133.29418,"entropy_inten_ch_1":6.66488,"entropy_inten_ch_3":6.93974,"entropy_inten_ch_4":7.47931,"eq_circ_diam_ch_1":25.33651,"eq_ellipse_lwr_ch_1":1.29673,"eq_ellipse_oblate_vol_ch_1":982.57118,"eq_ellipse_prolate_vol_ch_1":757.72969,"eq_sphere_area_ch_1":2016.70975,"eq_sphere_vol_ch_1":8516.06388,"fiber_align_2_ch_3":1.35917,"fiber_align_2_ch_4":1.45621,"fiber_length_ch_1":22.05894,"fiber_width_ch_1":22.05894,"inten_cooc_asm_ch_3":0.03126,"inten_cooc_asm_ch_4":0.0176,"inten_cooc_contrast_ch_3":5.94269,"inten_cooc_contrast_ch_4":6.43442,"inten_cooc_entropy_ch_3":6.53989,"inten_cooc_entropy_ch_4":6.82186,"inten_cooc_max_ch_3":0.15673,"inten_cooc_max_ch_4":0.11038,"kurt_inten_ch_1":-0.108,"kurt_inten_ch_3":-0.20657,"kurt_inten_ch_4":-0.54966,"length_ch_1":29.67833,"neighbor_avg_dist_ch_1":202.72726,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":97.5364,"perim_ch_1":88.23576,"shape_bfr_ch_1":0.74699,"shape_lwr_ch_1":1.305,"shape_p_2_a_ch_1":1.19529,"skew_inten_ch_1":0.56831,"skew_inten_ch_3":0.5999,"skew_inten_ch_4":0.59866,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":26743,"total_inten_ch_2":67132,"total_inten_ch_3":57044,"total_inten_ch_4":122125,"var_inten_ch_1":38.63238,"var_inten_ch_3":94.76525,"var_inten_ch_4":204.09824,"width_ch_1":22.74202}
{"case":"Train","class":"WS","angle_ch_1":171.26261,"area_ch_1":204,"avg_inten_ch_1":38.09231,"avg_inten_ch_2":2.91282,"avg_inten_ch_3":94.2,"avg_inten_ch_4":108.57436,"convex_hull_area_ratio_ch_1":1.18705,"convex_hull_perim_ratio_ch_1":0.91316,"diff_inten_density_ch_1":43.53333,"diff_inten_density_ch_3":69.14493,"diff_inten_density_ch_4":86.53043,"entropy_inten_ch_1":6.12142,"entropy_inten_ch_3":6.75809,"entropy_inten_ch_4":5.9928,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":2.05009,"eq_ellipse_oblate_vol_ch_1":318.90388,"eq_ellipse_prolate_vol_ch_1":155.55613,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.51725,"fiber_align_2_ch_4":1.78768,"fiber_length_ch_1":28.9879,"fiber_width_ch_1":7.53924,"inten_cooc_asm_ch_3":0.0087,"inten_cooc_asm_ch_4":0.02933,"inten_cooc_contrast_ch_3":10.35984,"inten_cooc_contrast_ch_4":9.42635,"inten_cooc_entropy_ch_3":7.14335,"inten_cooc_entropy_ch_4":6.36538,"inten_cooc_max_ch_3":0.03409,"inten_cooc_max_ch_4":0.15909,"kurt_inten_ch_1":0.29078,"kurt_inten_ch_3":0.77411,"kurt_inten_ch_4":-0.57541,"length_ch_1":27.39879,"neighbor_avg_dist_ch_1":230.54878,"neighbor_min_dist_ch_1":39.98104,"neighbor_var_dist_ch_1":103.95958,"perim_ch_1":73.05428,"shape_bfr_ch_1":0.489,"shape_lwr_ch_1":1.79598,"shape_p_2_a_ch_1":1.94328,"skew_inten_ch_1":0.89163,"skew_inten_ch_3":1.03624,"skew_inten_ch_4":0.65427,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7428,"total_inten_ch_2":374,"total_inten_ch_3":18369,"total_inten_ch_4":21172,"var_inten_ch_1":28.72186,"var_inten_ch_3":81.30245,"var_inten_ch_4":105.25816,"width_ch_1":15.25565}
{"case":"Test","class":"PS","angle_ch_1":27.477,"area_ch_1":162,"avg_inten_ch_1":25.89677,"avg_inten_ch_2":264.76774,"avg_inten_ch_3":11.95484,"avg_inten_ch_4":45.29677,"convex_hull_area_ratio_ch_1":1.23939,"convex_hull_perim_ratio_ch_1":0.89835,"diff_inten_density_ch_1":34.87454,"diff_inten_density_ch_3":12.09225,"diff_inten_density_ch_4":18.8524,"entropy_inten_ch_1":5.5706,"entropy_inten_ch_3":2.66339,"entropy_inten_ch_4":2.76424,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":1.7866,"eq_ellipse_oblate_vol_ch_1":210.97613,"eq_ellipse_prolate_vol_ch_1":118.08776,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.46361,"fiber_align_2_ch_4":1.16721,"fiber_length_ch_1":26.73924,"fiber_width_ch_1":6.46805,"inten_cooc_asm_ch_3":0.43097,"inten_cooc_asm_ch_4":0.45079,"inten_cooc_contrast_ch_3":1.16841,"inten_cooc_contrast_ch_4":0.61599,"inten_cooc_entropy_ch_3":2.67193,"inten_cooc_entropy_ch_4":2.4914,"inten_cooc_max_ch_3":0.65926,"inten_cooc_max_ch_4":0.66912,"kurt_inten_ch_1":-0.56376,"kurt_inten_ch_3":3.58661,"kurt_inten_ch_4":-0.46956,"length_ch_1":22.96305,"neighbor_avg_dist_ch_1":189.56697,"neighbor_min_dist_ch_1":26.87378,"neighbor_var_dist_ch_1":70.09472,"perim_ch_1":66.41458,"shape_bfr_ch_1":0.47151,"shape_lwr_ch_1":1.53031,"shape_p_2_a_ch_1":2.02951,"skew_inten_ch_1":0.24293,"skew_inten_ch_3":2.05037,"skew_inten_ch_4":1.10771,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":4014,"total_inten_ch_2":40885,"total_inten_ch_3":1853,"total_inten_ch_4":7021,"var_inten_ch_1":16.25569,"var_inten_ch_3":22.13225,"var_inten_ch_4":70.11301,"width_ch_1":15.0055}
{"case":"Test","class":"PS","angle_ch_1":88.13727,"area_ch_1":976,"avg_inten_ch_1":19.08476,"avg_inten_ch_2":50.44957,"avg_inten_ch_3":34.27575,"avg_inten_ch_4":64.28755,"convex_hull_area_ratio_ch_1":1.6431,"convex_hull_perim_ratio_ch_1":0.73722,"diff_inten_density_ch_1":31.5232,"diff_inten_density_ch_3":30.77262,"diff_inten_density_ch_4":43.20418,"entropy_inten_ch_1":5.38897,"entropy_inten_ch_3":5.9188,"entropy_inten_ch_4":6.60744,"eq_circ_diam_ch_1":35.26811,"eq_ellipse_lwr_ch_1":3.21634,"eq_ellipse_oblate_vol_ch_1":4173.75101,"eq_ellipse_prolate_vol_ch_1":1297.67011,"eq_sphere_area_ch_1":3907.63719,"eq_sphere_vol_ch_1":22969.16272,"fiber_align_2_ch_3":1.55499,"fiber_align_2_ch_4":1.69492,"fiber_length_ch_1":107.14923,"fiber_width_ch_1":9.51102,"inten_cooc_asm_ch_3":0.03275,"inten_cooc_asm_ch_4":0.01791,"inten_cooc_contrast_ch_3":13.08036,"inten_cooc_contrast_ch_4":10.74939,"inten_cooc_entropy_ch_3":6.92496,"inten_cooc_entropy_ch_4":7.18521,"inten_cooc_max_ch_3":0.17031,"inten_cooc_max_ch_4":0.12083,"kurt_inten_ch_1":0.74917,"kurt_inten_ch_3":2.40243,"kurt_inten_ch_4":-0.52795,"length_ch_1":71.96159,"neighbor_avg_dist_ch_1":172.29863,"neighbor_min_dist_ch_1":41.57474,"neighbor_var_dist_ch_1":71.20989,"perim_ch_1":233.3205,"shape_bfr_ch_1":0.46824,"shape_lwr_ch_1":2.48206,"shape_p_2_a_ch_1":4.25086,"skew_inten_ch_1":0.90985,"skew_inten_ch_3":1.25565,"skew_inten_ch_4":0.39885,"spot_fiber_count_ch_3":8,"spot_fiber_count_ch_4":18,"total_inten_ch_1":17787,"total_inten_ch_2":46088,"total_inten_ch_3":31945,"total_inten_ch_4":59916,"var_inten_ch_1":16.79433,"var_inten_ch_3":32.12062,"var_inten_ch_4":48.76209,"width_ch_1":28.99269}
{"case":"Train","class":"PS","angle_ch_1":89.42298,"area_ch_1":160,"avg_inten_ch_1":21.71242,"avg_inten_ch_2":99.81699,"avg_inten_ch_3":21.99346,"avg_inten_ch_4":22.88889,"convex_hull_area_ratio_ch_1":1.03406,"convex_hull_perim_ratio_ch_1":0.94476,"diff_inten_density_ch_1":31.59701,"diff_inten_density_ch_3":25.39552,"diff_inten_density_ch_4":23.16418,"entropy_inten_ch_1":5.47621,"entropy_inten_ch_3":4.83504,"entropy_inten_ch_4":4.18238,"eq_circ_diam_ch_1":14.2896,"eq_ellipse_lwr_ch_1":3.73455,"eq_ellipse_oblate_vol_ch_1":299.14241,"eq_ellipse_prolate_vol_ch_1":80.10127,"eq_sphere_area_ch_1":641.4898,"eq_sphere_vol_ch_1":1527.77163,"fiber_align_2_ch_3":1.31775,"fiber_align_2_ch_4":1.58172,"fiber_length_ch_1":25.79708,"fiber_width_ch_1":6.56206,"inten_cooc_asm_ch_3":0.04456,"inten_cooc_asm_ch_4":0.13584,"inten_cooc_contrast_ch_3":9.84241,"inten_cooc_contrast_ch_4":4.57254,"inten_cooc_entropy_ch_3":5.96511,"inten_cooc_entropy_ch_4":4.83956,"inten_cooc_max_ch_3":0.21094,"inten_cooc_max_ch_4":0.36719,"kurt_inten_ch_1":0.55621,"kurt_inten_ch_3":6.55734,"kurt_inten_ch_4":1.54514,"length_ch_1":25.63518,"neighbor_avg_dist_ch_1":203.01672,"neighbor_min_dist_ch_1":26.10212,"neighbor_var_dist_ch_1":100.82952,"perim_ch_1":64.71828,"shape_bfr_ch_1":0.84855,"shape_lwr_ch_1":3.47713,"shape_p_2_a_ch_1":1.96893,"skew_inten_ch_1":0.75909,"skew_inten_ch_3":2.2795,"skew_inten_ch_4":1.52828,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":5,"total_inten_ch_1":3322,"total_inten_ch_2":15120,"total_inten_ch_3":3365,"total_inten_ch_4":3502,"var_inten_ch_1":15.5154,"var_inten_ch_3":30.77846,"var_inten_ch_4":32.29451,"width_ch_1":7.37251}
{"case":"Test","class":"WS","angle_ch_1":85.81336,"area_ch_1":505,"avg_inten_ch_1":61.8444,"avg_inten_ch_2":147.8444,"avg_inten_ch_3":137.07469,"avg_inten_ch_4":305.88797,"convex_hull_area_ratio_ch_1":1.04935,"convex_hull_perim_ratio_ch_1":0.94807,"diff_inten_density_ch_1":48.63377,"diff_inten_density_ch_3":78.15789,"diff_inten_density_ch_4":141.66447,"entropy_inten_ch_1":6.82213,"entropy_inten_ch_3":7.14489,"entropy_inten_ch_4":7.9186,"eq_circ_diam_ch_1":25.36283,"eq_ellipse_lwr_ch_1":1.08729,"eq_ellipse_oblate_vol_ch_1":902.53574,"eq_ellipse_prolate_vol_ch_1":830.07973,"eq_sphere_area_ch_1":2020.90249,"eq_sphere_vol_ch_1":8542.63505,"fiber_align_2_ch_3":1.277,"fiber_align_2_ch_4":1.18294,"fiber_length_ch_1":22.27098,"fiber_width_ch_1":22.27098,"inten_cooc_asm_ch_3":0.02259,"inten_cooc_asm_ch_4":0.00834,"inten_cooc_contrast_ch_3":8.16026,"inten_cooc_contrast_ch_4":7.1382,"inten_cooc_entropy_ch_3":6.89633,"inten_cooc_entropy_ch_4":7.27685,"inten_cooc_max_ch_3":0.12967,"inten_cooc_max_ch_4":0.04176,"kurt_inten_ch_1":-0.6223,"kurt_inten_ch_3":-0.89328,"kurt_inten_ch_4":-1.02137,"length_ch_1":27.86807,"neighbor_avg_dist_ch_1":198.76186,"neighbor_min_dist_ch_1":29.10213,"neighbor_var_dist_ch_1":93.99923,"perim_ch_1":89.08391,"shape_bfr_ch_1":0.70813,"shape_lwr_ch_1":1.08852,"shape_p_2_a_ch_1":1.21347,"skew_inten_ch_1":0.40551,"skew_inten_ch_3":0.35325,"skew_inten_ch_4":-0.01564,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":29809,"total_inten_ch_2":70780,"total_inten_ch_3":66070,"total_inten_ch_4":147438,"var_inten_ch_1":41.86199,"var_inten_ch_3":101.72056,"var_inten_ch_4":190.72828,"width_ch_1":25.60168}
{"case":"Train","class":"WS","angle_ch_1":142.5832,"area_ch_1":323,"avg_inten_ch_1":42.98382,"avg_inten_ch_2":195.97735,"avg_inten_ch_3":13.08738,"avg_inten_ch_4":74.08414,"convex_hull_area_ratio_ch_1":1.10494,"convex_hull_perim_ratio_ch_1":0.89512,"diff_inten_density_ch_1":40.11111,"diff_inten_density_ch_3":16.94356,"diff_inten_density_ch_4":50.74956,"entropy_inten_ch_1":6.37952,"entropy_inten_ch_3":3.96869,"entropy_inten_ch_4":6.62149,"eq_circ_diam_ch_1":20.30736,"eq_ellipse_lwr_ch_1":1.09859,"eq_ellipse_oblate_vol_ch_1":465.66892,"eq_ellipse_prolate_vol_ch_1":423.8784,"eq_sphere_area_ch_1":1295.55782,"eq_sphere_vol_ch_1":4384.89315,"fiber_align_2_ch_3":1.64224,"fiber_align_2_ch_4":1.68831,"fiber_length_ch_1":29.55597,"fiber_width_ch_1":11.49048,"inten_cooc_asm_ch_3":0.12441,"inten_cooc_asm_ch_4":0.01639,"inten_cooc_contrast_ch_3":6.9489,"inten_cooc_contrast_ch_4":11.85946,"inten_cooc_entropy_ch_3":5.03018,"inten_cooc_entropy_ch_4":7.05206,"inten_cooc_max_ch_3":0.34276,"inten_cooc_max_ch_4":0.10601,"kurt_inten_ch_1":2.03319,"kurt_inten_ch_3":12.08266,"kurt_inten_ch_4":-0.90566,"length_ch_1":24.10999,"neighbor_avg_dist_ch_1":270.62837,"neighbor_min_dist_ch_1":29.81378,"neighbor_var_dist_ch_1":121.31401,"perim_ch_1":82.0929,"shape_bfr_ch_1":0.58264,"shape_lwr_ch_1":1.04567,"shape_p_2_a_ch_1":1.57912,"skew_inten_ch_1":1.09737,"skew_inten_ch_3":3.20766,"skew_inten_ch_4":0.2666,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":13282,"total_inten_ch_2":60249,"total_inten_ch_3":4044,"total_inten_ch_4":22892,"var_inten_ch_1":29.50086,"var_inten_ch_3":23.0813,"var_inten_ch_4":53.57002,"width_ch_1":23.05691}
{"case":"Test","class":"WS","angle_ch_1":44.69878,"area_ch_1":302,"avg_inten_ch_1":29.17301,"avg_inten_ch_2":172.56055,"avg_inten_ch_3":61.98962,"avg_inten_ch_4":55.31488,"convex_hull_area_ratio_ch_1":1.06302,"convex_hull_perim_ratio_ch_1":0.94614,"diff_inten_density_ch_1":36.42056,"diff_inten_density_ch_3":52.91776,"diff_inten_density_ch_4":58.12523,"entropy_inten_ch_1":5.81334,"entropy_inten_ch_3":6.19909,"entropy_inten_ch_4":5.82234,"eq_circ_diam_ch_1":19.63917,"eq_ellipse_lwr_ch_1":1.43375,"eq_ellipse_oblate_vol_ch_1":481.17689,"eq_ellipse_prolate_vol_ch_1":335.60766,"eq_sphere_area_ch_1":1211.70295,"eq_sphere_vol_ch_1":3966.14018,"fiber_align_2_ch_3":1.67624,"fiber_align_2_ch_4":1.49244,"fiber_length_ch_1":22.45044,"fiber_width_ch_1":14.0767,"inten_cooc_asm_ch_3":0.03626,"inten_cooc_asm_ch_4":0.02578,"inten_cooc_contrast_ch_3":12.32349,"inten_cooc_contrast_ch_4":16.56213,"inten_cooc_entropy_ch_3":6.65838,"inten_cooc_entropy_ch_4":6.78824,"inten_cooc_max_ch_3":0.17603,"inten_cooc_max_ch_4":0.15299,"kurt_inten_ch_1":0.17705,"kurt_inten_ch_3":0.47635,"kurt_inten_ch_4":-0.61558,"length_ch_1":24.62132,"neighbor_avg_dist_ch_1":233.06531,"neighbor_min_dist_ch_1":27.81297,"neighbor_var_dist_ch_1":112.67751,"perim_ch_1":73.05428,"shape_bfr_ch_1":0.70813,"shape_lwr_ch_1":1.4171,"shape_p_2_a_ch_1":1.34386,"skew_inten_ch_1":0.5186,"skew_inten_ch_3":0.82676,"skew_inten_ch_4":0.59294,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":4,"total_inten_ch_1":8431,"total_inten_ch_2":49582,"total_inten_ch_3":17915,"total_inten_ch_4":15986,"var_inten_ch_1":19.28132,"var_inten_ch_3":53.36649,"var_inten_ch_4":49.42144,"width_ch_1":17.37438}
{"case":"Train","class":"PS","angle_ch_1":179.32091,"area_ch_1":232,"avg_inten_ch_1":27.77477,"avg_inten_ch_2":224.93694,"avg_inten_ch_3":62.12613,"avg_inten_ch_4":128.57207,"convex_hull_area_ratio_ch_1":1.34603,"convex_hull_perim_ratio_ch_1":0.82473,"diff_inten_density_ch_1":37.5533,"diff_inten_density_ch_3":64.62437,"diff_inten_density_ch_4":97.73096,"entropy_inten_ch_1":5.7062,"entropy_inten_ch_3":6.27291,"entropy_inten_ch_4":5.36641,"eq_circ_diam_ch_1":17.21277,"eq_ellipse_lwr_ch_1":1.19457,"eq_ellipse_oblate_vol_ch_1":295.70378,"eq_ellipse_prolate_vol_ch_1":247.53986,"eq_sphere_area_ch_1":930.78912,"eq_sphere_vol_ch_1":2670.24283,"fiber_align_2_ch_3":1.54916,"fiber_align_2_ch_4":1.54065,"fiber_length_ch_1":34.34901,"fiber_width_ch_1":7.20935,"inten_cooc_asm_ch_3":0.01233,"inten_cooc_asm_ch_4":0.08365,"inten_cooc_contrast_ch_3":16.19925,"inten_cooc_contrast_ch_4":4.47665,"inten_cooc_entropy_ch_3":7.02451,"inten_cooc_entropy_ch_4":5.38121,"inten_cooc_max_ch_3":0.08,"inten_cooc_max_ch_4":0.295,"kurt_inten_ch_1":-0.07195,"kurt_inten_ch_3":2.18844,"kurt_inten_ch_4":4.53904,"length_ch_1":21.63197,"neighbor_avg_dist_ch_1":299.78097,"neighbor_min_dist_ch_1":25.67701,"neighbor_var_dist_ch_1":134.05284,"perim_ch_1":83.11671,"shape_bfr_ch_1":0.49868,"shape_lwr_ch_1":1.00281,"shape_p_2_a_ch_1":2.22001,"skew_inten_ch_1":0.71396,"skew_inten_ch_3":1.36286,"skew_inten_ch_4":2.15305,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":6166,"total_inten_ch_2":49715,"total_inten_ch_3":13792,"total_inten_ch_4":28543,"var_inten_ch_1":22.0371,"var_inten_ch_3":57.72966,"var_inten_ch_4":199.55444,"width_ch_1":21.5713}
{"case":"Test","class":"WS","angle_ch_1":58.4254,"area_ch_1":156,"avg_inten_ch_1":233.47651,"avg_inten_ch_2":598.49664,"avg_inten_ch_3":147.83221,"avg_inten_ch_4":732.89262,"convex_hull_area_ratio_ch_1":1.01286,"convex_hull_perim_ratio_ch_1":0.98751,"diff_inten_density_ch_1":80.47601,"diff_inten_density_ch_3":97.58303,"diff_inten_density_ch_4":366.90406,"entropy_inten_ch_1":6.73679,"entropy_inten_ch_3":6.77773,"entropy_inten_ch_4":7.16548,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.18513,"eq_ellipse_oblate_vol_ch_1":161.95085,"eq_ellipse_prolate_vol_ch_1":136.65284,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.43514,"fiber_align_2_ch_4":1.52446,"fiber_length_ch_1":11.87229,"fiber_width_ch_1":11.87229,"inten_cooc_asm_ch_3":0.01,"inten_cooc_asm_ch_4":0.00949,"inten_cooc_contrast_ch_3":9.37307,"inten_cooc_contrast_ch_4":13.35896,"inten_cooc_entropy_ch_3":6.91777,"inten_cooc_entropy_ch_4":6.99118,"inten_cooc_max_ch_3":0.02941,"inten_cooc_max_ch_4":0.02222,"kurt_inten_ch_1":0.56796,"kurt_inten_ch_3":1.66339,"kurt_inten_ch_4":-0.22668,"length_ch_1":16.50002,"neighbor_avg_dist_ch_1":271.96694,"neighbor_min_dist_ch_1":37.56139,"neighbor_var_dist_ch_1":122.02619,"perim_ch_1":47.48918,"shape_bfr_ch_1":0.67516,"shape_lwr_ch_1":1.17693,"shape_p_2_a_ch_1":1.10105,"skew_inten_ch_1":-0.91824,"skew_inten_ch_3":1.31424,"skew_inten_ch_4":0.31789,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":34788,"total_inten_ch_2":89028,"total_inten_ch_3":22027,"total_inten_ch_4":109201,"var_inten_ch_1":80.47081,"var_inten_ch_3":114.18791,"var_inten_ch_4":387.91146,"width_ch_1":14.01955}
{"case":"Train","class":"PS","angle_ch_1":148.64478,"area_ch_1":320,"avg_inten_ch_1":21.46732,"avg_inten_ch_2":4.40196,"avg_inten_ch_3":45.77778,"avg_inten_ch_4":36.03268,"convex_hull_area_ratio_ch_1":1.50342,"convex_hull_perim_ratio_ch_1":0.72277,"diff_inten_density_ch_1":32.53358,"diff_inten_density_ch_3":32.43657,"diff_inten_density_ch_4":31.32463,"entropy_inten_ch_1":5.5149,"entropy_inten_ch_3":6.26264,"entropy_inten_ch_4":5.00488,"eq_circ_diam_ch_1":20.20854,"eq_ellipse_lwr_ch_1":1.9997,"eq_ellipse_oblate_vol_ch_1":619.13638,"eq_ellipse_prolate_vol_ch_1":309.61433,"eq_sphere_area_ch_1":1282.97959,"eq_sphere_vol_ch_1":4321.19073,"fiber_align_2_ch_3":1.38247,"fiber_align_2_ch_4":1.71047,"fiber_length_ch_1":54.24592,"fiber_width_ch_1":6.36205,"inten_cooc_asm_ch_3":0.00584,"inten_cooc_asm_ch_4":0.09576,"inten_cooc_contrast_ch_3":24.29664,"inten_cooc_contrast_ch_4":6.0056,"inten_cooc_entropy_ch_3":7.74129,"inten_cooc_entropy_ch_4":5.47169,"inten_cooc_max_ch_3":0.02612,"inten_cooc_max_ch_4":0.30597,"kurt_inten_ch_1":-0.11323,"kurt_inten_ch_3":-0.49932,"kurt_inten_ch_4":-0.06843,"length_ch_1":34.60202,"neighbor_avg_dist_ch_1":208.73865,"neighbor_min_dist_ch_1":28.90336,"neighbor_var_dist_ch_1":101.56534,"perim_ch_1":121.21595,"shape_bfr_ch_1":0.44091,"shape_lwr_ch_1":1.64585,"shape_p_2_a_ch_1":3.388,"skew_inten_ch_1":0.50649,"skew_inten_ch_3":0.1252,"skew_inten_ch_4":0.88339,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":10,"total_inten_ch_1":6569,"total_inten_ch_2":1042,"total_inten_ch_3":14008,"total_inten_ch_4":11026,"var_inten_ch_1":15.05981,"var_inten_ch_3":23.95686,"var_inten_ch_4":39.64045,"width_ch_1":21.02375}
{"case":"Train","class":"PS","angle_ch_1":124.39061,"area_ch_1":165,"avg_inten_ch_1":18.12025,"avg_inten_ch_2":2.75949,"avg_inten_ch_3":34.06329,"avg_inten_ch_4":49.68354,"convex_hull_area_ratio_ch_1":1.26765,"convex_hull_perim_ratio_ch_1":0.83102,"diff_inten_density_ch_1":28.17949,"diff_inten_density_ch_3":43.10256,"diff_inten_density_ch_4":34.50916,"entropy_inten_ch_1":5.20139,"entropy_inten_ch_3":5.05,"entropy_inten_ch_4":4.58009,"eq_circ_diam_ch_1":14.52121,"eq_ellipse_lwr_ch_1":1.47796,"eq_ellipse_oblate_vol_ch_1":197.4868,"eq_ellipse_prolate_vol_ch_1":133.62148,"eq_sphere_area_ch_1":662.45351,"eq_sphere_vol_ch_1":1603.27096,"fiber_align_2_ch_3":1.48053,"fiber_align_2_ch_4":1.102,"fiber_length_ch_1":30.20333,"fiber_width_ch_1":5.89973,"inten_cooc_asm_ch_3":0.06625,"inten_cooc_asm_ch_4":0.11158,"inten_cooc_contrast_ch_3":13.78835,"inten_cooc_contrast_ch_4":3.94887,"inten_cooc_entropy_ch_3":5.93623,"inten_cooc_entropy_ch_4":5.04228,"inten_cooc_max_ch_3":0.25714,"inten_cooc_max_ch_4":0.32331,"kurt_inten_ch_1":0.11333,"kurt_inten_ch_3":1.29195,"kurt_inten_ch_4":-0.8428,"length_ch_1":21.78989,"neighbor_avg_dist_ch_1":232.53316,"neighbor_min_dist_ch_1":58.58123,"neighbor_var_dist_ch_1":105.03839,"perim_ch_1":72.20612,"shape_bfr_ch_1":0.46192,"shape_lwr_ch_1":1.32428,"shape_p_2_a_ch_1":2.32835,"skew_inten_ch_1":0.67323,"skew_inten_ch_3":1.41356,"skew_inten_ch_4":0.6727,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":2863,"total_inten_ch_2":279,"total_inten_ch_3":5382,"total_inten_ch_4":7850,"var_inten_ch_1":13.49278,"var_inten_ch_3":40.56308,"var_inten_ch_4":53.19978,"width_ch_1":16.4542}
{"case":"Test","class":"WS","angle_ch_1":132.90198,"area_ch_1":193,"avg_inten_ch_1":193.12432,"avg_inten_ch_2":256.48649,"avg_inten_ch_3":217.50811,"avg_inten_ch_4":247.35676,"convex_hull_area_ratio_ch_1":1.01562,"convex_hull_perim_ratio_ch_1":0.98396,"diff_inten_density_ch_1":63.58824,"diff_inten_density_ch_3":88.50588,"diff_inten_density_ch_4":101.36471,"entropy_inten_ch_1":6.97309,"entropy_inten_ch_3":7.00695,"entropy_inten_ch_4":6.92433,"eq_circ_diam_ch_1":15.71304,"eq_ellipse_lwr_ch_1":1.08426,"eq_ellipse_oblate_vol_ch_1":214.3116,"eq_ellipse_prolate_vol_ch_1":197.65719,"eq_sphere_area_ch_1":775.6576,"eq_sphere_vol_ch_1":2031.32254,"fiber_align_2_ch_3":1.40757,"fiber_align_2_ch_4":1.50539,"fiber_length_ch_1":13.25807,"fiber_width_ch_1":13.25807,"inten_cooc_asm_ch_3":0.0072,"inten_cooc_asm_ch_4":0.0072,"inten_cooc_contrast_ch_3":16.15294,"inten_cooc_contrast_ch_4":18.11471,"inten_cooc_entropy_ch_3":7.33295,"inten_cooc_entropy_ch_4":7.36177,"inten_cooc_max_ch_3":0.02353,"inten_cooc_max_ch_4":0.02353,"kurt_inten_ch_1":-0.11115,"kurt_inten_ch_3":1.32115,"kurt_inten_ch_4":0.27093,"length_ch_1":17.46899,"neighbor_avg_dist_ch_1":217.31258,"neighbor_min_dist_ch_1":27.66181,"neighbor_var_dist_ch_1":100.8496,"perim_ch_1":53.0323,"shape_bfr_ch_1":0.69054,"shape_lwr_ch_1":1.08671,"shape_p_2_a_ch_1":1.11206,"skew_inten_ch_1":-0.15503,"skew_inten_ch_3":0.84425,"skew_inten_ch_4":-0.08151,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":35728,"total_inten_ch_2":47266,"total_inten_ch_3":40239,"total_inten_ch_4":45761,"var_inten_ch_1":69.9688,"var_inten_ch_3":78.2493,"var_inten_ch_4":85.19518,"width_ch_1":16.07508}
{"case":"Train","class":"PS","angle_ch_1":123.59555,"area_ch_1":1145,"avg_inten_ch_1":45.32022,"avg_inten_ch_2":41.6194,"avg_inten_ch_3":9.34767,"avg_inten_ch_4":6.64776,"convex_hull_area_ratio_ch_1":1.31081,"convex_hull_perim_ratio_ch_1":0.90561,"diff_inten_density_ch_1":43.35784,"diff_inten_density_ch_3":11.16373,"diff_inten_density_ch_4":9.39804,"entropy_inten_ch_1":6.68267,"entropy_inten_ch_3":3.90856,"entropy_inten_ch_4":3.38232,"eq_circ_diam_ch_1":38.19305,"eq_ellipse_lwr_ch_1":8.0755,"eq_ellipse_oblate_vol_ch_1":8399.17175,"eq_ellipse_prolate_vol_ch_1":1040.08091,"eq_sphere_area_ch_1":4582.66893,"eq_sphere_vol_ch_1":29171.01488,"fiber_align_2_ch_3":1.17271,"fiber_align_2_ch_4":1.20829,"fiber_length_ch_1":110.23964,"fiber_width_ch_1":10.83703,"inten_cooc_asm_ch_3":0.09102,"inten_cooc_asm_ch_4":0.12233,"inten_cooc_contrast_ch_3":9.13462,"inten_cooc_contrast_ch_4":10.283,"inten_cooc_entropy_ch_3":5.32878,"inten_cooc_entropy_ch_4":4.87611,"inten_cooc_max_ch_3":0.29651,"inten_cooc_max_ch_4":0.33721,"kurt_inten_ch_1":0.38643,"kurt_inten_ch_3":5.40666,"kurt_inten_ch_4":14.91627,"length_ch_1":102.51229,"neighbor_avg_dist_ch_1":306.55341,"neighbor_min_dist_ch_1":51.44579,"neighbor_var_dist_ch_1":125.66186,"perim_ch_1":242.15333,"shape_bfr_ch_1":0.62468,"shape_lwr_ch_1":5.73,"shape_p_2_a_ch_1":3.90589,"skew_inten_ch_1":0.74173,"skew_inten_ch_3":2.28063,"skew_inten_ch_4":3.53805,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":27,"total_inten_ch_1":49535,"total_inten_ch_2":44398,"total_inten_ch_3":10217,"total_inten_ch_4":7266,"var_inten_ch_1":31.37198,"var_inten_ch_3":16.01206,"var_inten_ch_4":14.34592,"width_ch_1":17.89046}
{"case":"Train","class":"PS","angle_ch_1":173.84203,"area_ch_1":228,"avg_inten_ch_1":55.34404,"avg_inten_ch_2":266.40826,"avg_inten_ch_3":40.52294,"avg_inten_ch_4":63.25229,"convex_hull_area_ratio_ch_1":1.15368,"convex_hull_perim_ratio_ch_1":0.88129,"diff_inten_density_ch_1":49.45802,"diff_inten_density_ch_3":40.12977,"diff_inten_density_ch_4":52.93384,"entropy_inten_ch_1":6.52484,"entropy_inten_ch_3":4.57022,"entropy_inten_ch_4":4.2697,"eq_circ_diam_ch_1":17.05699,"eq_ellipse_lwr_ch_1":1.20003,"eq_ellipse_oblate_vol_ch_1":288.40411,"eq_ellipse_prolate_vol_ch_1":240.33175,"eq_sphere_area_ch_1":914.01814,"eq_sphere_vol_ch_1":2598.40017,"fiber_align_2_ch_3":1.30852,"fiber_align_2_ch_4":1.48076,"fiber_length_ch_1":26.29512,"fiber_width_ch_1":9.20821,"inten_cooc_asm_ch_3":0.13891,"inten_cooc_asm_ch_4":0.20313,"inten_cooc_contrast_ch_3":4.3841,"inten_cooc_contrast_ch_4":3.56345,"inten_cooc_entropy_ch_3":4.90568,"inten_cooc_entropy_ch_4":4.44534,"inten_cooc_max_ch_3":0.36548,"inten_cooc_max_ch_4":0.44898,"kurt_inten_ch_1":-0.57383,"kurt_inten_ch_3":2.09966,"kurt_inten_ch_4":0.76756,"length_ch_1":20.79734,"neighbor_avg_dist_ch_1":189.05249,"neighbor_min_dist_ch_1":39.75757,"neighbor_var_dist_ch_1":85.60766,"perim_ch_1":71.00666,"shape_bfr_ch_1":0.57552,"shape_lwr_ch_1":1.08938,"shape_p_2_a_ch_1":1.65705,"skew_inten_ch_1":0.60604,"skew_inten_ch_3":1.63753,"skew_inten_ch_4":1.1974,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":12065,"total_inten_ch_2":57860,"total_inten_ch_3":8834,"total_inten_ch_4":13789,"var_inten_ch_1":37.71399,"var_inten_ch_3":58.15514,"var_inten_ch_4":82.47015,"width_ch_1":19.09101}
{"case":"Train","class":"PS","angle_ch_1":120.71665,"area_ch_1":548,"avg_inten_ch_1":24.59847,"avg_inten_ch_2":4.34608,"avg_inten_ch_3":63.13576,"avg_inten_ch_4":3.70937,"convex_hull_area_ratio_ch_1":1.95157,"convex_hull_perim_ratio_ch_1":0.87424,"diff_inten_density_ch_1":32.93118,"diff_inten_density_ch_3":38.55269,"diff_inten_density_ch_4":6.40645,"entropy_inten_ch_1":5.77826,"entropy_inten_ch_3":6.87973,"entropy_inten_ch_4":2.42945,"eq_circ_diam_ch_1":26.41953,"eq_ellipse_lwr_ch_1":5.19008,"eq_ellipse_oblate_vol_ch_1":2228.74863,"eq_ellipse_prolate_vol_ch_1":429.42476,"eq_sphere_area_ch_1":2192.80499,"eq_sphere_vol_ch_1":9655.47912,"fiber_align_2_ch_3":1.7729,"fiber_align_2_ch_4":1.60295,"fiber_length_ch_1":90.91991,"fiber_width_ch_1":6.42724,"inten_cooc_asm_ch_3":0.00634,"inten_cooc_asm_ch_4":0.33828,"inten_cooc_contrast_ch_3":13.69619,"inten_cooc_contrast_ch_4":2.23923,"inten_cooc_entropy_ch_3":7.60663,"inten_cooc_entropy_ch_4":3.20639,"inten_cooc_max_ch_3":0.02532,"inten_cooc_max_ch_4":0.57806,"kurt_inten_ch_1":-0.02408,"kurt_inten_ch_3":0.24054,"kurt_inten_ch_4":5.84937,"length_ch_1":79.0096,"neighbor_avg_dist_ch_1":190.94765,"neighbor_min_dist_ch_1":38.43038,"neighbor_var_dist_ch_1":68.5365,"perim_ch_1":194.6943,"shape_bfr_ch_1":0.34381,"shape_lwr_ch_1":3.915,"shape_p_2_a_ch_1":5.16191,"skew_inten_ch_1":0.64085,"skew_inten_ch_3":0.76036,"skew_inten_ch_4":2.38928,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":19,"total_inten_ch_1":12865,"total_inten_ch_2":1751,"total_inten_ch_3":33020,"total_inten_ch_4":1940,"var_inten_ch_1":16.69245,"var_inten_ch_3":38.48407,"var_inten_ch_4":7.34376,"width_ch_1":20.18123}
{"case":"Test","class":"PS","angle_ch_1":169.94569,"area_ch_1":258,"avg_inten_ch_1":31.72874,"avg_inten_ch_2":2.11336,"avg_inten_ch_3":86.67611,"avg_inten_ch_4":14.56275,"convex_hull_area_ratio_ch_1":1.45009,"convex_hull_perim_ratio_ch_1":0.84891,"diff_inten_density_ch_1":37.50463,"diff_inten_density_ch_3":58.09259,"diff_inten_density_ch_4":17.43981,"entropy_inten_ch_1":5.92446,"entropy_inten_ch_3":6.7014,"entropy_inten_ch_4":3.77211,"eq_circ_diam_ch_1":18.15611,"eq_ellipse_lwr_ch_1":3.49197,"eq_ellipse_oblate_vol_ch_1":593.33821,"eq_ellipse_prolate_vol_ch_1":169.91497,"eq_sphere_area_ch_1":1035.60771,"eq_sphere_vol_ch_1":3133.76716,"fiber_align_2_ch_3":1.03875,"fiber_align_2_ch_4":1.53303,"fiber_length_ch_1":45.54717,"fiber_width_ch_1":6.11,"inten_cooc_asm_ch_3":0.0075,"inten_cooc_asm_ch_4":0.16658,"inten_cooc_contrast_ch_3":19.4014,"inten_cooc_contrast_ch_4":6.37394,"inten_cooc_entropy_ch_3":7.35542,"inten_cooc_entropy_ch_4":4.6754,"inten_cooc_max_ch_3":0.0237,"inten_cooc_max_ch_4":0.42081,"kurt_inten_ch_1":-0.08319,"kurt_inten_ch_3":1.24974,"kurt_inten_ch_4":0.01463,"length_ch_1":36.29112,"neighbor_avg_dist_ch_1":270.85123,"neighbor_min_dist_ch_1":22.4539,"neighbor_var_dist_ch_1":124.45092,"perim_ch_1":103.31435,"shape_bfr_ch_1":0.51621,"shape_lwr_ch_1":2.62597,"shape_p_2_a_ch_1":3.05215,"skew_inten_ch_1":0.53589,"skew_inten_ch_3":1.1592,"skew_inten_ch_4":1.04071,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":7837,"total_inten_ch_2":276,"total_inten_ch_3":21409,"total_inten_ch_4":3597,"var_inten_ch_1":20.4269,"var_inten_ch_3":52.83524,"var_inten_ch_4":18.33613,"width_ch_1":13.82008}
{"case":"Test","class":"WS","angle_ch_1":107.9203,"area_ch_1":432,"avg_inten_ch_1":56.10412,"avg_inten_ch_2":128.02421,"avg_inten_ch_3":51.09443,"avg_inten_ch_4":212.51574,"convex_hull_area_ratio_ch_1":1.17654,"convex_hull_perim_ratio_ch_1":0.87035,"diff_inten_density_ch_1":45.45111,"diff_inten_density_ch_3":48.6897,"diff_inten_density_ch_4":129.5502,"entropy_inten_ch_1":6.57663,"entropy_inten_ch_3":5.54853,"entropy_inten_ch_4":7.46089,"eq_circ_diam_ch_1":23.47736,"eq_ellipse_lwr_ch_1":1.36513,"eq_ellipse_oblate_vol_ch_1":802.10877,"eq_ellipse_prolate_vol_ch_1":587.57051,"eq_sphere_area_ch_1":1731.60317,"eq_sphere_vol_ch_1":6775.57838,"fiber_align_2_ch_3":1.18995,"fiber_align_2_ch_4":1.50339,"fiber_length_ch_1":38.05027,"fiber_width_ch_1":11.85916,"inten_cooc_asm_ch_3":0.06946,"inten_cooc_asm_ch_4":0.01323,"inten_cooc_contrast_ch_3":5.76638,"inten_cooc_contrast_ch_4":10.88716,"inten_cooc_entropy_ch_3":5.82213,"inten_cooc_entropy_ch_4":7.07693,"inten_cooc_max_ch_3":0.25389,"inten_cooc_max_ch_4":0.0829,"kurt_inten_ch_1":0.02935,"kurt_inten_ch_3":4.82983,"kurt_inten_ch_4":-0.64732,"length_ch_1":32.03029,"neighbor_avg_dist_ch_1":229.69229,"neighbor_min_dist_ch_1":47.23969,"neighbor_var_dist_ch_1":96.86506,"perim_ch_1":99.81884,"shape_bfr_ch_1":0.58171,"shape_lwr_ch_1":1.3786,"shape_p_2_a_ch_1":1.75712,"skew_inten_ch_1":0.31658,"skew_inten_ch_3":2.13567,"skew_inten_ch_4":0.40038,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":23171,"total_inten_ch_2":52462,"total_inten_ch_3":21102,"total_inten_ch_4":87769,"var_inten_ch_1":29.40724,"var_inten_ch_3":73.91382,"var_inten_ch_4":159.41182,"width_ch_1":23.23395}
{"case":"Test","class":"PS","angle_ch_1":175.68675,"area_ch_1":379,"avg_inten_ch_1":32.40331,"avg_inten_ch_2":99.00276,"avg_inten_ch_3":71.20442,"avg_inten_ch_4":89.00276,"convex_hull_area_ratio_ch_1":1.82387,"convex_hull_perim_ratio_ch_1":0.87202,"diff_inten_density_ch_1":43.12559,"diff_inten_density_ch_3":68.00157,"diff_inten_density_ch_4":58.79592,"entropy_inten_ch_1":6.06666,"entropy_inten_ch_3":6.64842,"entropy_inten_ch_4":6.09308,"eq_circ_diam_ch_1":21.98004,"eq_ellipse_lwr_ch_1":6.23829,"eq_ellipse_oblate_vol_ch_1":1407.07498,"eq_ellipse_prolate_vol_ch_1":225.55454,"eq_sphere_area_ch_1":1517.77324,"eq_sphere_vol_ch_1":5560.11983,"fiber_align_2_ch_3":1.39553,"fiber_align_2_ch_4":1.4585,"fiber_length_ch_1":70.24643,"fiber_width_ch_1":5.71869,"inten_cooc_asm_ch_3":0.01341,"inten_cooc_asm_ch_4":0.04865,"inten_cooc_contrast_ch_3":12.65145,"inten_cooc_contrast_ch_4":5.96576,"inten_cooc_entropy_ch_3":7.11053,"inten_cooc_entropy_ch_4":6.05837,"inten_cooc_max_ch_3":0.08197,"inten_cooc_max_ch_4":0.22289,"kurt_inten_ch_1":6.16165,"kurt_inten_ch_3":3.55248,"kurt_inten_ch_4":-0.22379,"length_ch_1":58.73086,"neighbor_avg_dist_ch_1":222.33826,"neighbor_min_dist_ch_1":45.09413,"neighbor_var_dist_ch_1":84.59139,"perim_ch_1":151.93023,"shape_bfr_ch_1":0.38728,"shape_lwr_ch_1":3.52053,"shape_p_2_a_ch_1":4.57252,"skew_inten_ch_1":2.00269,"skew_inten_ch_3":1.74194,"skew_inten_ch_4":0.98996,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":13,"total_inten_ch_1":11730,"total_inten_ch_2":35478,"total_inten_ch_3":25776,"total_inten_ch_4":32219,"var_inten_ch_1":28.84102,"var_inten_ch_3":73.89131,"var_inten_ch_4":97.49275,"width_ch_1":16.68238}
{"case":"Test","class":"WS","angle_ch_1":95.06303,"area_ch_1":231,"avg_inten_ch_1":77.34389,"avg_inten_ch_2":303.41629,"avg_inten_ch_3":96.07692,"avg_inten_ch_4":322.70588,"convex_hull_area_ratio_ch_1":1.03672,"convex_hull_perim_ratio_ch_1":0.96808,"diff_inten_density_ch_1":49.57494,"diff_inten_density_ch_3":59.16708,"diff_inten_density_ch_4":197.84029,"entropy_inten_ch_1":6.47482,"entropy_inten_ch_3":6.86965,"entropy_inten_ch_4":7.32469,"eq_circ_diam_ch_1":17.17396,"eq_ellipse_lwr_ch_1":1.05317,"eq_ellipse_oblate_vol_ch_1":275.77751,"eq_ellipse_prolate_vol_ch_1":261.85512,"eq_sphere_area_ch_1":926.59637,"eq_sphere_vol_ch_1":2652.22098,"fiber_align_2_ch_3":1.50749,"fiber_align_2_ch_4":1.02649,"fiber_length_ch_1":14.76806,"fiber_width_ch_1":14.76806,"inten_cooc_asm_ch_3":0.00819,"inten_cooc_asm_ch_4":0.008,"inten_cooc_contrast_ch_3":12.73948,"inten_cooc_contrast_ch_4":16.10962,"inten_cooc_entropy_ch_3":7.2486,"inten_cooc_entropy_ch_4":7.24162,"inten_cooc_max_ch_3":0.02956,"inten_cooc_max_ch_4":0.0197,"kurt_inten_ch_1":-0.33242,"kurt_inten_ch_3":0.36313,"kurt_inten_ch_4":-1.08038,"length_ch_1":18.62773,"neighbor_avg_dist_ch_1":226.98926,"neighbor_min_dist_ch_1":34.94477,"neighbor_var_dist_ch_1":89.33137,"perim_ch_1":59.07226,"shape_bfr_ch_1":0.70265,"shape_lwr_ch_1":1.05252,"shape_p_2_a_ch_1":1.14437,"skew_inten_ch_1":-0.37293,"skew_inten_ch_3":0.69269,"skew_inten_ch_4":-0.09454,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":17093,"total_inten_ch_2":66835,"total_inten_ch_3":21233,"total_inten_ch_4":71318,"var_inten_ch_1":31.06262,"var_inten_ch_3":56.98875,"var_inten_ch_4":190.32023,"width_ch_1":17.69826}
{"case":"Test","class":"PS","angle_ch_1":137.95196,"area_ch_1":418,"avg_inten_ch_1":15.1604,"avg_inten_ch_2":20.89223,"avg_inten_ch_3":1.74937,"avg_inten_ch_4":2.30827,"convex_hull_area_ratio_ch_1":1.31797,"convex_hull_perim_ratio_ch_1":0.81585,"diff_inten_density_ch_1":31.01389,"diff_inten_density_ch_3":5.73889,"diff_inten_density_ch_4":7.06944,"entropy_inten_ch_1":5.1276,"entropy_inten_ch_3":2.42716,"entropy_inten_ch_4":2.64825,"eq_circ_diam_ch_1":23.07601,"eq_ellipse_lwr_ch_1":3.69702,"eq_ellipse_oblate_vol_ch_1":1253.4502,"eq_ellipse_prolate_vol_ch_1":339.04294,"eq_sphere_area_ch_1":1672.90476,"eq_sphere_vol_ch_1":6433.99382,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1,"fiber_length_ch_1":56.11422,"fiber_width_ch_1":7.90143,"inten_cooc_asm_ch_3":0.10835,"inten_cooc_asm_ch_4":0.09191,"inten_cooc_contrast_ch_3":9.13504,"inten_cooc_contrast_ch_4":15.39359,"inten_cooc_entropy_ch_3":4.48039,"inten_cooc_entropy_ch_4":4.95064,"inten_cooc_max_ch_3":0.30194,"inten_cooc_max_ch_4":0.28134,"kurt_inten_ch_1":-0.24405,"kurt_inten_ch_3":2.38035,"kurt_inten_ch_4":2.61947,"length_ch_1":43.60261,"neighbor_avg_dist_ch_1":272.57563,"neighbor_min_dist_ch_1":36.00842,"neighbor_var_dist_ch_1":129.15852,"perim_ch_1":128.0313,"shape_bfr_ch_1":0.62291,"shape_lwr_ch_1":2.83166,"shape_p_2_a_ch_1":2.94199,"skew_inten_ch_1":0.69736,"skew_inten_ch_3":1.64894,"skew_inten_ch_4":1.60574,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":13,"total_inten_ch_1":6049,"total_inten_ch_2":7938,"total_inten_ch_3":698,"total_inten_ch_4":921,"var_inten_ch_1":12.92369,"var_inten_ch_3":2.56492,"var_inten_ch_4":3.23789,"width_ch_1":15.39828}
{"case":"Test","class":"PS","angle_ch_1":65.3287,"area_ch_1":179,"avg_inten_ch_1":29.74854,"avg_inten_ch_2":52.55556,"avg_inten_ch_3":53.12865,"avg_inten_ch_4":122.0117,"convex_hull_area_ratio_ch_1":1.12055,"convex_hull_perim_ratio_ch_1":0.94184,"diff_inten_density_ch_1":40.18033,"diff_inten_density_ch_3":56.21311,"diff_inten_density_ch_4":80.60656,"entropy_inten_ch_1":5.71345,"entropy_inten_ch_3":6.0304,"entropy_inten_ch_4":6.20457,"eq_circ_diam_ch_1":15.10679,"eq_ellipse_lwr_ch_1":2.22883,"eq_ellipse_oblate_vol_ch_1":273.05775,"eq_ellipse_prolate_vol_ch_1":122.51152,"eq_sphere_area_ch_1":716.95918,"eq_sphere_vol_ch_1":1805.159,"fiber_align_2_ch_3":1.44784,"fiber_align_2_ch_4":1.74004,"fiber_length_ch_1":22.47114,"fiber_width_ch_1":8.51287,"inten_cooc_asm_ch_3":0.01036,"inten_cooc_asm_ch_4":0.01756,"inten_cooc_contrast_ch_3":17.6157,"inten_cooc_contrast_ch_4":8.81957,"inten_cooc_entropy_ch_3":7.14418,"inten_cooc_entropy_ch_4":6.71947,"inten_cooc_max_ch_3":0.07742,"inten_cooc_max_ch_4":0.10323,"kurt_inten_ch_1":0.35031,"kurt_inten_ch_3":0.71541,"kurt_inten_ch_4":-0.58311,"length_ch_1":23.81093,"neighbor_avg_dist_ch_1":279.10794,"neighbor_min_dist_ch_1":21.00682,"neighbor_var_dist_ch_1":141.93616,"perim_ch_1":61.96803,"shape_bfr_ch_1":0.61225,"shape_lwr_ch_1":1.93664,"shape_p_2_a_ch_1":1.59743,"skew_inten_ch_1":0.73171,"skew_inten_ch_3":0.92674,"skew_inten_ch_4":0.52835,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":3,"total_inten_ch_1":5087,"total_inten_ch_2":8817,"total_inten_ch_3":9085,"total_inten_ch_4":20864,"var_inten_ch_1":19.7869,"var_inten_ch_3":45.89749,"var_inten_ch_4":98.79922,"width_ch_1":12.29499}
{"case":"Train","class":"PS","angle_ch_1":115.32255,"area_ch_1":162,"avg_inten_ch_1":17.42581,"avg_inten_ch_2":8.87742,"avg_inten_ch_3":39.29032,"avg_inten_ch_4":34.91613,"convex_hull_area_ratio_ch_1":1.36058,"convex_hull_perim_ratio_ch_1":0.8884,"diff_inten_density_ch_1":27.94942,"diff_inten_density_ch_3":28.67315,"diff_inten_density_ch_4":31.67704,"entropy_inten_ch_1":5.10276,"entropy_inten_ch_3":5.72623,"entropy_inten_ch_4":4.63568,"eq_circ_diam_ch_1":14.38269,"eq_ellipse_lwr_ch_1":4.6443,"eq_ellipse_oblate_vol_ch_1":340.15675,"eq_ellipse_prolate_vol_ch_1":73.24181,"eq_sphere_area_ch_1":649.87528,"eq_sphere_vol_ch_1":1557.82562,"fiber_align_2_ch_3":1.7936,"fiber_align_2_ch_4":1.79815,"fiber_length_ch_1":39.62415,"fiber_width_ch_1":4.53011,"inten_cooc_asm_ch_3":0.01201,"inten_cooc_asm_ch_4":0.08224,"inten_cooc_contrast_ch_3":12.61497,"inten_cooc_contrast_ch_4":6.76448,"inten_cooc_entropy_ch_3":6.84794,"inten_cooc_entropy_ch_4":5.43445,"inten_cooc_max_ch_3":0.06667,"inten_cooc_max_ch_4":0.28889,"kurt_inten_ch_1":-0.29316,"kurt_inten_ch_3":-0.63585,"kurt_inten_ch_4":-0.99701,"length_ch_1":36.18241,"neighbor_avg_dist_ch_1":277.19236,"neighbor_min_dist_ch_1":20.73056,"neighbor_var_dist_ch_1":119.79729,"perim_ch_1":88.30852,"shape_bfr_ch_1":0.45398,"shape_lwr_ch_1":3.65818,"shape_p_2_a_ch_1":3.45719,"skew_inten_ch_1":0.61602,"skew_inten_ch_3":0.51833,"skew_inten_ch_4":0.61554,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":3,"total_inten_ch_1":2701,"total_inten_ch_2":1222,"total_inten_ch_3":6090,"total_inten_ch_4":5412,"var_inten_ch_1":13.33438,"var_inten_ch_3":29.53969,"var_inten_ch_4":36.77709,"width_ch_1":9.89082}
{"case":"Test","class":"PS","angle_ch_1":167.09932,"area_ch_1":166,"avg_inten_ch_1":58.83648,"avg_inten_ch_2":275.28931,"avg_inten_ch_3":10.98742,"avg_inten_ch_4":108.57862,"convex_hull_area_ratio_ch_1":1.08157,"convex_hull_perim_ratio_ch_1":0.96383,"diff_inten_density_ch_1":46.37544,"diff_inten_density_ch_3":13.57544,"diff_inten_density_ch_4":42.52982,"entropy_inten_ch_1":6.34075,"entropy_inten_ch_3":4.4353,"entropy_inten_ch_4":6.35682,"eq_circ_diam_ch_1":14.56709,"eq_ellipse_lwr_ch_1":2.71843,"eq_ellipse_oblate_vol_ch_1":270.38099,"eq_ellipse_prolate_vol_ch_1":99.46226,"eq_sphere_area_ch_1":666.64626,"eq_sphere_vol_ch_1":1618.51595,"fiber_align_2_ch_3":1,"fiber_align_2_ch_4":1.76165,"fiber_length_ch_1":22.00347,"fiber_width_ch_1":7.88397,"inten_cooc_asm_ch_3":0.00768,"inten_cooc_asm_ch_4":0.00884,"inten_cooc_contrast_ch_3":39.02246,"inten_cooc_contrast_ch_4":21.643,"inten_cooc_entropy_ch_3":7.29156,"inten_cooc_entropy_ch_4":7.16294,"inten_cooc_max_ch_3":0.0365,"inten_cooc_max_ch_4":0.0438,"kurt_inten_ch_1":-0.96584,"kurt_inten_ch_3":-0.40713,"kurt_inten_ch_4":-0.73058,"length_ch_1":23.7839,"neighbor_avg_dist_ch_1":207.12082,"neighbor_min_dist_ch_1":28.83074,"neighbor_var_dist_ch_1":89.01903,"perim_ch_1":59.77489,"shape_bfr_ch_1":0.69211,"shape_lwr_ch_1":2.34912,"shape_p_2_a_ch_1":1.63904,"skew_inten_ch_1":0.31859,"skew_inten_ch_3":0.27777,"skew_inten_ch_4":0.33874,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":9355,"total_inten_ch_2":43613,"total_inten_ch_3":1747,"total_inten_ch_4":17264,"var_inten_ch_1":38.03224,"var_inten_ch_3":7.2641,"var_inten_ch_4":37.05603,"width_ch_1":10.12459}
{"case":"Train","class":"WS","angle_ch_1":154.7457,"area_ch_1":376,"avg_inten_ch_1":38.97493,"avg_inten_ch_2":162.16156,"avg_inten_ch_3":65.58774,"avg_inten_ch_4":128.80223,"convex_hull_area_ratio_ch_1":1.17103,"convex_hull_perim_ratio_ch_1":0.91312,"diff_inten_density_ch_1":42.8015,"diff_inten_density_ch_3":58.68722,"diff_inten_density_ch_4":81.5985,"entropy_inten_ch_1":6.28186,"entropy_inten_ch_3":6.29643,"entropy_inten_ch_4":6.80605,"eq_circ_diam_ch_1":21.88877,"eq_ellipse_lwr_ch_1":1.39028,"eq_ellipse_oblate_vol_ch_1":656.01485,"eq_ellipse_prolate_vol_ch_1":471.85958,"eq_sphere_area_ch_1":1505.19501,"eq_sphere_vol_ch_1":5491.14572,"fiber_align_2_ch_3":1.48328,"fiber_align_2_ch_4":1.70486,"fiber_length_ch_1":33.13989,"fiber_width_ch_1":11.78976,"inten_cooc_asm_ch_3":0.0341,"inten_cooc_asm_ch_4":0.02586,"inten_cooc_contrast_ch_3":10.74837,"inten_cooc_contrast_ch_4":7.93653,"inten_cooc_entropy_ch_3":6.75259,"inten_cooc_entropy_ch_4":6.76152,"inten_cooc_max_ch_3":0.17825,"inten_cooc_max_ch_4":0.14199,"kurt_inten_ch_1":0.08071,"kurt_inten_ch_3":0.20233,"kurt_inten_ch_4":-0.69861,"length_ch_1":29.70084,"neighbor_avg_dist_ch_1":280.7669,"neighbor_min_dist_ch_1":27.04873,"neighbor_var_dist_ch_1":141.72375,"perim_ch_1":89.8593,"shape_bfr_ch_1":0.52022,"shape_lwr_ch_1":1.21952,"shape_p_2_a_ch_1":1.64459,"skew_inten_ch_1":0.63032,"skew_inten_ch_3":0.99718,"skew_inten_ch_4":0.52392,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":5,"total_inten_ch_1":13992,"total_inten_ch_2":57858,"total_inten_ch_3":23546,"total_inten_ch_4":46240,"var_inten_ch_1":24.29386,"var_inten_ch_3":64.6787,"var_inten_ch_4":107.37806,"width_ch_1":24.35457}
{"case":"Train","class":"PS","angle_ch_1":102.16923,"area_ch_1":495,"avg_inten_ch_1":26.1649,"avg_inten_ch_2":103.8351,"avg_inten_ch_3":33.69345,"avg_inten_ch_4":61.58985,"convex_hull_area_ratio_ch_1":1.18519,"convex_hull_perim_ratio_ch_1":0.86191,"diff_inten_density_ch_1":39.72582,"diff_inten_density_ch_3":30.01706,"diff_inten_density_ch_4":48.85666,"entropy_inten_ch_1":5.79227,"entropy_inten_ch_3":5.48974,"entropy_inten_ch_4":6.36983,"eq_circ_diam_ch_1":25.12493,"eq_ellipse_lwr_ch_1":1.91642,"eq_ellipse_oblate_vol_ch_1":1164.81864,"eq_ellipse_prolate_vol_ch_1":607.81052,"eq_sphere_area_ch_1":1983.1678,"eq_sphere_vol_ch_1":8304.49077,"fiber_align_2_ch_3":1.44605,"fiber_align_2_ch_4":1.55362,"fiber_length_ch_1":44.88027,"fiber_width_ch_1":11.50826,"inten_cooc_asm_ch_3":0.06718,"inten_cooc_asm_ch_4":0.02595,"inten_cooc_contrast_ch_3":6.81866,"inten_cooc_contrast_ch_4":9.57753,"inten_cooc_entropy_ch_3":5.97095,"inten_cooc_entropy_ch_4":6.72969,"inten_cooc_max_ch_3":0.26077,"inten_cooc_max_ch_4":0.14286,"kurt_inten_ch_1":97.4214,"kurt_inten_ch_3":4.00448,"kurt_inten_ch_4":-0.07902,"length_ch_1":36.91126,"neighbor_avg_dist_ch_1":227.59438,"neighbor_min_dist_ch_1":32.14827,"neighbor_var_dist_ch_1":127.3524,"perim_ch_1":112.77705,"shape_bfr_ch_1":0.6217,"shape_lwr_ch_1":1.70845,"shape_p_2_a_ch_1":1.95958,"skew_inten_ch_1":6.87541,"skew_inten_ch_3":1.81224,"skew_inten_ch_4":0.85877,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":10,"total_inten_ch_1":12376,"total_inten_ch_2":48642,"total_inten_ch_3":15937,"total_inten_ch_4":29132,"var_inten_ch_1":23.67134,"var_inten_ch_3":41.76681,"var_inten_ch_4":59.17446,"width_ch_1":21.6051}
{"case":"Test","class":"PS","angle_ch_1":7.88541,"area_ch_1":175,"avg_inten_ch_1":20.50898,"avg_inten_ch_2":81.87425,"avg_inten_ch_3":36.58084,"avg_inten_ch_4":36.57485,"convex_hull_area_ratio_ch_1":1.18715,"convex_hull_perim_ratio_ch_1":0.84759,"diff_inten_density_ch_1":35.21993,"diff_inten_density_ch_3":35.57732,"diff_inten_density_ch_4":25.26804,"entropy_inten_ch_1":5.38546,"entropy_inten_ch_3":5.75322,"entropy_inten_ch_4":4.22737,"eq_circ_diam_ch_1":14.92906,"eq_ellipse_lwr_ch_1":1.27334,"eq_ellipse_oblate_vol_ch_1":199.19078,"eq_ellipse_prolate_vol_ch_1":156.43117,"eq_sphere_area_ch_1":700.18821,"eq_sphere_vol_ch_1":1742.19195,"fiber_align_2_ch_3":1.43634,"fiber_align_2_ch_4":1.24994,"fiber_length_ch_1":26.80823,"fiber_width_ch_1":6.99879,"inten_cooc_asm_ch_3":0.00838,"inten_cooc_asm_ch_4":0.18472,"inten_cooc_contrast_ch_3":23.25673,"inten_cooc_contrast_ch_4":3.77253,"inten_cooc_entropy_ch_3":7.17058,"inten_cooc_entropy_ch_4":4.47926,"inten_cooc_max_ch_3":0.02778,"inten_cooc_max_ch_4":0.43056,"kurt_inten_ch_1":1.31764,"kurt_inten_ch_3":8.6182,"kurt_inten_ch_4":-0.4851,"length_ch_1":19.65891,"neighbor_avg_dist_ch_1":318.61169,"neighbor_min_dist_ch_1":25.77887,"neighbor_var_dist_ch_1":149.81185,"perim_ch_1":67.61405,"shape_bfr_ch_1":0.56449,"shape_lwr_ch_1":1.2463,"shape_p_2_a_ch_1":1.93897,"skew_inten_ch_1":1.04846,"skew_inten_ch_3":2.30109,"skew_inten_ch_4":0.75321,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":6,"total_inten_ch_1":3425,"total_inten_ch_2":13507,"total_inten_ch_3":6109,"total_inten_ch_4":6108,"var_inten_ch_1":16.71059,"var_inten_ch_3":30.20535,"var_inten_ch_4":40.72728,"width_ch_1":15.77377}
{"case":"Test","class":"WS","angle_ch_1":12.34666,"area_ch_1":323,"avg_inten_ch_1":52.19094,"avg_inten_ch_2":180.2589,"avg_inten_ch_3":30.42071,"avg_inten_ch_4":111.19741,"convex_hull_area_ratio_ch_1":1.05708,"convex_hull_perim_ratio_ch_1":0.95558,"diff_inten_density_ch_1":46.29043,"diff_inten_density_ch_3":33.9113,"diff_inten_density_ch_4":70.61391,"entropy_inten_ch_1":6.4431,"entropy_inten_ch_3":4.72863,"entropy_inten_ch_4":7.18253,"eq_circ_diam_ch_1":20.30736,"eq_ellipse_lwr_ch_1":1.46361,"eq_ellipse_oblate_vol_ch_1":537.49265,"eq_ellipse_prolate_vol_ch_1":367.23665,"eq_sphere_area_ch_1":1295.55782,"eq_sphere_vol_ch_1":4384.89315,"fiber_align_2_ch_3":1.01688,"fiber_align_2_ch_4":1.00452,"fiber_length_ch_1":21.93542,"fiber_width_ch_1":15.27928,"inten_cooc_asm_ch_3":0.13275,"inten_cooc_asm_ch_4":0.0061,"inten_cooc_contrast_ch_3":5.5513,"inten_cooc_contrast_ch_4":15.62747,"inten_cooc_entropy_ch_3":5.16307,"inten_cooc_entropy_ch_4":7.59856,"inten_cooc_max_ch_3":0.3614,"inten_cooc_max_ch_4":0.01754,"kurt_inten_ch_1":-0.37301,"kurt_inten_ch_3":4.35168,"kurt_inten_ch_4":-0.83071,"length_ch_1":26.19231,"neighbor_avg_dist_ch_1":274.50494,"neighbor_min_dist_ch_1":32.90556,"neighbor_var_dist_ch_1":107.69753,"perim_ch_1":74.4294,"shape_bfr_ch_1":0.68445,"shape_lwr_ch_1":1.44975,"shape_p_2_a_ch_1":1.31531,"skew_inten_ch_1":0.12509,"skew_inten_ch_3":2.02928,"skew_inten_ch_4":0.01059,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":5,"total_inten_ch_1":16127,"total_inten_ch_2":55392,"total_inten_ch_3":9400,"total_inten_ch_4":34360,"var_inten_ch_1":26.58501,"var_inten_ch_3":44.70418,"var_inten_ch_4":65.71486,"width_ch_1":18.0668}
{"case":"Test","class":"WS","angle_ch_1":31.15401,"area_ch_1":181,"avg_inten_ch_1":198.60116,"avg_inten_ch_2":420.51445,"avg_inten_ch_3":204.9422,"avg_inten_ch_4":449.92486,"convex_hull_area_ratio_ch_1":1.03601,"convex_hull_perim_ratio_ch_1":0.97164,"diff_inten_density_ch_1":86.85443,"diff_inten_density_ch_3":120.70886,"diff_inten_density_ch_4":311.51899,"entropy_inten_ch_1":6.89258,"entropy_inten_ch_3":6.30325,"entropy_inten_ch_4":7.15281,"eq_circ_diam_ch_1":15.19488,"eq_ellipse_lwr_ch_1":1.17486,"eq_ellipse_oblate_vol_ch_1":201.73623,"eq_ellipse_prolate_vol_ch_1":171.71076,"eq_sphere_area_ch_1":725.34467,"eq_sphere_vol_ch_1":1836.92088,"fiber_align_2_ch_3":1.28488,"fiber_align_2_ch_4":1.52345,"fiber_length_ch_1":13.10814,"fiber_width_ch_1":13.10814,"inten_cooc_asm_ch_3":0.034,"inten_cooc_asm_ch_4":0.00891,"inten_cooc_contrast_ch_3":5.28481,"inten_cooc_contrast_ch_4":11.77532,"inten_cooc_entropy_ch_3":6.25459,"inten_cooc_entropy_ch_4":7.14367,"inten_cooc_max_ch_3":0.16456,"inten_cooc_max_ch_4":0.03797,"kurt_inten_ch_1":-0.47962,"kurt_inten_ch_3":-0.91597,"kurt_inten_ch_4":-0.9127,"length_ch_1":17.90925,"neighbor_avg_dist_ch_1":179.85509,"neighbor_min_dist_ch_1":13.92532,"neighbor_var_dist_ch_1":98.51021,"perim_ch_1":52.43257,"shape_bfr_ch_1":0.67799,"shape_lwr_ch_1":1.1992,"shape_p_2_a_ch_1":1.15631,"skew_inten_ch_1":-0.37603,"skew_inten_ch_3":0.58217,"skew_inten_ch_4":0.43918,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":2,"total_inten_ch_1":34358,"total_inten_ch_2":72577,"total_inten_ch_3":35455,"total_inten_ch_4":77837,"var_inten_ch_1":73.41235,"var_inten_ch_3":187.49189,"var_inten_ch_4":311.99177,"width_ch_1":14.93429}
{"case":"Test","class":"WS","angle_ch_1":102.86155,"area_ch_1":156,"avg_inten_ch_1":342.28859,"avg_inten_ch_2":538.13423,"avg_inten_ch_3":725.1745,"avg_inten_ch_4":809.14765,"convex_hull_area_ratio_ch_1":1.03215,"convex_hull_perim_ratio_ch_1":0.9769,"diff_inten_density_ch_1":109.85185,"diff_inten_density_ch_3":288.91111,"diff_inten_density_ch_4":464.74074,"entropy_inten_ch_1":6.84662,"entropy_inten_ch_3":7.07987,"entropy_inten_ch_4":7.15205,"eq_circ_diam_ch_1":14.10157,"eq_ellipse_lwr_ch_1":1.42273,"eq_ellipse_oblate_vol_ch_1":177.44414,"eq_ellipse_prolate_vol_ch_1":124.72119,"eq_sphere_area_ch_1":624.71882,"eq_sphere_vol_ch_1":1468.25233,"fiber_align_2_ch_3":1.50363,"fiber_align_2_ch_4":1.46127,"fiber_length_ch_1":12.3842,"fiber_width_ch_1":12.3842,"inten_cooc_asm_ch_3":0.00924,"inten_cooc_asm_ch_4":0.00926,"inten_cooc_contrast_ch_3":13.77498,"inten_cooc_contrast_ch_4":12.50107,"inten_cooc_entropy_ch_3":7.01289,"inten_cooc_entropy_ch_4":6.95489,"inten_cooc_max_ch_3":0.0365,"inten_cooc_max_ch_4":0.02256,"kurt_inten_ch_1":0.25923,"kurt_inten_ch_3":-0.70889,"kurt_inten_ch_4":-0.99085,"length_ch_1":17.33734,"neighbor_avg_dist_ch_1":181.39563,"neighbor_min_dist_ch_1":13.92532,"neighbor_var_dist_ch_1":97.55463,"perim_ch_1":49.53679,"shape_bfr_ch_1":0.71639,"shape_lwr_ch_1":1.37876,"shape_p_2_a_ch_1":1.19805,"skew_inten_ch_1":-0.72154,"skew_inten_ch_3":-0.09003,"skew_inten_ch_4":0.2812,"spot_fiber_count_ch_3":0,"spot_fiber_count_ch_4":2,"total_inten_ch_1":51001,"total_inten_ch_2":80034,"total_inten_ch_3":108051,"total_inten_ch_4":120563,"var_inten_ch_1":90.22257,"var_inten_ch_3":287.17118,"var_inten_ch_4":487.40964,"width_ch_1":12.57462}
{"case":"Test","class":"WS","angle_ch_1":22.88971,"area_ch_1":301,"avg_inten_ch_1":104.67361,"avg_inten_ch_2":245.00694,"avg_inten_ch_3":139.11111,"avg_inten_ch_4":221.83681,"convex_hull_area_ratio_ch_1":1.04971,"convex_hull_perim_ratio_ch_1":0.94769,"diff_inten_density_ch_1":65.52985,"diff_inten_density_ch_3":91.5597,"diff_inten_density_ch_4":138.78358,"entropy_inten_ch_1":7.02809,"entropy_inten_ch_3":5.74494,"entropy_inten_ch_4":5.94586,"eq_circ_diam_ch_1":19.60516,"eq_ellipse_lwr_ch_1":1.25408,"eq_ellipse_oblate_vol_ch_1":447.68516,"eq_ellipse_prolate_vol_ch_1":356.98327,"eq_sphere_area_ch_1":1207.5102,"eq_sphere_vol_ch_1":3945.5725,"fiber_align_2_ch_3":1.22632,"fiber_align_2_ch_4":1.33063,"fiber_length_ch_1":18.77958,"fiber_width_ch_1":16.56316,"inten_cooc_asm_ch_3":0.09479,"inten_cooc_asm_ch_4":0.08558,"inten_cooc_contrast_ch_3":3.98996,"inten_cooc_contrast_ch_4":5.03388,"inten_cooc_entropy_ch_3":5.464,"inten_cooc_entropy_ch_4":5.64474,"inten_cooc_max_ch_3":0.30712,"inten_cooc_max_ch_4":0.28253,"kurt_inten_ch_1":-0.63625,"kurt_inten_ch_3":4.29333,"kurt_inten_ch_4":-1.14253,"length_ch_1":23.49568,"neighbor_avg_dist_ch_1":196.20094,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":86.2079,"perim_ch_1":70.68548,"shape_bfr_ch_1":0.69187,"shape_lwr_ch_1":1.26523,"shape_p_2_a_ch_1":1.27826,"skew_inten_ch_1":-0.03504,"skew_inten_ch_3":1.62106,"skew_inten_ch_4":0.41086,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":6,"total_inten_ch_1":30146,"total_inten_ch_2":70275,"total_inten_ch_3":40064,"total_inten_ch_4":63889,"var_inten_ch_1":50.49365,"var_inten_ch_3":156.03639,"var_inten_ch_4":208.18613,"width_ch_1":18.5703}
{"case":"Train","class":"PS","angle_ch_1":167.13811,"area_ch_1":166,"avg_inten_ch_1":122.44654,"avg_inten_ch_2":49.42767,"avg_inten_ch_3":552.01887,"avg_inten_ch_4":535.65409,"convex_hull_area_ratio_ch_1":1.4,"convex_hull_perim_ratio_ch_1":0.86065,"diff_inten_density_ch_1":95.13919,"diff_inten_density_ch_3":423.3663,"diff_inten_density_ch_4":391.29304,"entropy_inten_ch_1":6.86147,"entropy_inten_ch_3":7.16502,"entropy_inten_ch_4":6.94169,"eq_circ_diam_ch_1":14.56709,"eq_ellipse_lwr_ch_1":2.57071,"eq_ellipse_oblate_vol_ch_1":262.93201,"eq_ellipse_prolate_vol_ch_1":102.28007,"eq_sphere_area_ch_1":666.64626,"eq_sphere_vol_ch_1":1618.51595,"fiber_align_2_ch_3":1.73733,"fiber_align_2_ch_4":1.5408,"fiber_length_ch_1":32.39324,"fiber_width_ch_1":5.58178,"inten_cooc_asm_ch_3":0.00805,"inten_cooc_asm_ch_4":0.00809,"inten_cooc_contrast_ch_3":12.01805,"inten_cooc_contrast_ch_4":12.17049,"inten_cooc_entropy_ch_3":7.15871,"inten_cooc_entropy_ch_4":7.18635,"inten_cooc_max_ch_3":0.02143,"inten_cooc_max_ch_4":0.03571,"kurt_inten_ch_1":-0.7183,"kurt_inten_ch_3":-0.57518,"kurt_inten_ch_4":-0.56988,"length_ch_1":27.00416,"neighbor_avg_dist_ch_1":243.50561,"neighbor_min_dist_ch_1":49.24939,"neighbor_var_dist_ch_1":128.17026,"perim_ch_1":75.95005,"shape_bfr_ch_1":0.4472,"shape_lwr_ch_1":1.95673,"shape_p_2_a_ch_1":2.53873,"skew_inten_ch_1":0.67055,"skew_inten_ch_3":0.7546,"skew_inten_ch_4":0.52318,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":6,"total_inten_ch_1":19469,"total_inten_ch_2":7701,"total_inten_ch_3":87771,"total_inten_ch_4":85169,"var_inten_ch_1":90.05461,"var_inten_ch_3":477.43838,"var_inten_ch_4":407.61656,"width_ch_1":13.80067}
{"case":"Train","class":"WS","angle_ch_1":79.86122,"area_ch_1":407,"avg_inten_ch_1":75.51157,"avg_inten_ch_2":170.76607,"avg_inten_ch_3":94.41131,"avg_inten_ch_4":182.83548,"convex_hull_area_ratio_ch_1":1.05028,"convex_hull_perim_ratio_ch_1":0.89199,"diff_inten_density_ch_1":60.25,"diff_inten_density_ch_3":62.40278,"diff_inten_density_ch_4":117.10278,"entropy_inten_ch_1":6.96514,"entropy_inten_ch_3":5.20809,"entropy_inten_ch_4":6.79878,"eq_circ_diam_ch_1":22.785,"eq_ellipse_lwr_ch_1":2.13872,"eq_ellipse_oblate_vol_ch_1":917.74783,"eq_ellipse_prolate_vol_ch_1":429.10991,"eq_sphere_area_ch_1":1630.97732,"eq_sphere_vol_ch_1":6193.63628,"fiber_align_2_ch_3":1.03931,"fiber_align_2_ch_4":1.4486,"fiber_length_ch_1":37.27549,"fiber_width_ch_1":11.32532,"inten_cooc_asm_ch_3":0.16148,"inten_cooc_asm_ch_4":0.0343,"inten_cooc_contrast_ch_3":2.57911,"inten_cooc_contrast_ch_4":6.29706,"inten_cooc_entropy_ch_3":4.73854,"inten_cooc_entropy_ch_4":6.50495,"inten_cooc_max_ch_3":0.39489,"inten_cooc_max_ch_4":0.1733,"kurt_inten_ch_1":-0.57885,"kurt_inten_ch_3":1.89708,"kurt_inten_ch_4":-1.07406,"length_ch_1":36.24841,"neighbor_avg_dist_ch_1":201.87104,"neighbor_min_dist_ch_1":25.4309,"neighbor_var_dist_ch_1":82.84403,"perim_ch_1":97.20163,"shape_bfr_ch_1":0.63766,"shape_lwr_ch_1":2.05484,"shape_p_2_a_ch_1":1.78099,"skew_inten_ch_1":0.28006,"skew_inten_ch_3":1.52735,"skew_inten_ch_4":0.43817,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":6,"total_inten_ch_1":29374,"total_inten_ch_2":66040,"total_inten_ch_3":36726,"total_inten_ch_4":71123,"var_inten_ch_1":42.875,"var_inten_ch_3":126.85514,"var_inten_ch_4":163.35821,"width_ch_1":17.64047}
{"case":"Test","class":"WS","angle_ch_1":114.05365,"area_ch_1":521,"avg_inten_ch_1":62.15462,"avg_inten_ch_2":279.29719,"avg_inten_ch_3":232.21888,"avg_inten_ch_4":415.42369,"convex_hull_area_ratio_ch_1":1.08014,"convex_hull_perim_ratio_ch_1":0.92718,"diff_inten_density_ch_1":58.69755,"diff_inten_density_ch_3":122.98083,"diff_inten_density_ch_4":272.5016,"entropy_inten_ch_1":6.86173,"entropy_inten_ch_3":7.64988,"entropy_inten_ch_4":7.7153,"eq_circ_diam_ch_1":25.78036,"eq_ellipse_lwr_ch_1":1.02267,"eq_ellipse_oblate_vol_ch_1":919.24869,"eq_ellipse_prolate_vol_ch_1":898.87253,"eq_sphere_area_ch_1":2087.98639,"eq_sphere_vol_ch_1":8971.50513,"fiber_align_2_ch_3":1.21324,"fiber_align_2_ch_4":1.02287,"fiber_length_ch_1":29.91098,"fiber_width_ch_1":18.03865,"inten_cooc_asm_ch_3":0.01613,"inten_cooc_asm_ch_4":0.01286,"inten_cooc_contrast_ch_3":7.9743,"inten_cooc_contrast_ch_4":8.0017,"inten_cooc_entropy_ch_3":7.07011,"inten_cooc_entropy_ch_4":7.10937,"inten_cooc_max_ch_3":0.10235,"inten_cooc_max_ch_4":0.07889,"kurt_inten_ch_1":-0.70244,"kurt_inten_ch_3":-0.42585,"kurt_inten_ch_4":-0.25899,"length_ch_1":29.93304,"neighbor_avg_dist_ch_1":233.6379,"neighbor_min_dist_ch_1":57.96064,"neighbor_var_dist_ch_1":96.13121,"perim_ch_1":95.89926,"shape_bfr_ch_1":0.61665,"shape_lwr_ch_1":1.05846,"shape_p_2_a_ch_1":1.35639,"skew_inten_ch_1":0.339,"skew_inten_ch_3":0.49331,"skew_inten_ch_4":0.71315,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":3,"total_inten_ch_1":30953,"total_inten_ch_2":138593,"total_inten_ch_3":115645,"total_inten_ch_4":206881,"var_inten_ch_1":40.25005,"var_inten_ch_3":166.40154,"var_inten_ch_4":355.72024,"width_ch_1":28.2799}
{"case":"Test","class":"PS","angle_ch_1":60.37806,"area_ch_1":1195,"avg_inten_ch_1":24.50131,"avg_inten_ch_2":48.51446,"avg_inten_ch_3":110.82472,"avg_inten_ch_4":207.63979,"convex_hull_area_ratio_ch_1":1.47866,"convex_hull_perim_ratio_ch_1":0.62788,"diff_inten_density_ch_1":36.61954,"diff_inten_density_ch_3":83.65195,"diff_inten_density_ch_4":132.4542,"entropy_inten_ch_1":5.35015,"entropy_inten_ch_3":6.5464,"entropy_inten_ch_4":6.70648,"eq_circ_diam_ch_1":39.02268,"eq_ellipse_lwr_ch_1":1.41572,"eq_ellipse_oblate_vol_ch_1":3750.92399,"eq_ellipse_prolate_vol_ch_1":2649.48687,"eq_sphere_area_ch_1":4783.92063,"eq_sphere_vol_ch_1":31113.56406,"fiber_align_2_ch_3":1.19067,"fiber_align_2_ch_4":1.42231,"fiber_length_ch_1":116.92484,"fiber_width_ch_1":10.60962,"inten_cooc_asm_ch_3":0.07699,"inten_cooc_asm_ch_4":0.08933,"inten_cooc_contrast_ch_3":5.66724,"inten_cooc_contrast_ch_4":4.10838,"inten_cooc_entropy_ch_3":5.94448,"inten_cooc_entropy_ch_4":5.64755,"inten_cooc_max_ch_3":0.27144,"inten_cooc_max_ch_4":0.29213,"kurt_inten_ch_1":1.06974,"kurt_inten_ch_3":2.73442,"kurt_inten_ch_4":0.61082,"length_ch_1":58.28542,"neighbor_avg_dist_ch_1":185.10446,"neighbor_min_dist_ch_1":30.40559,"neighbor_var_dist_ch_1":118.68936,"perim_ch_1":255.06892,"shape_bfr_ch_1":0.46058,"shape_lwr_ch_1":1.30827,"shape_p_2_a_ch_1":4.17346,"skew_inten_ch_1":1.04692,"skew_inten_ch_3":1.4595,"skew_inten_ch_4":1.1129,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":14,"total_inten_ch_1":27956,"total_inten_ch_2":54215,"total_inten_ch_3":126451,"total_inten_ch_4":236917,"var_inten_ch_1":24.88644,"var_inten_ch_3":124.59514,"var_inten_ch_4":235.88673,"width_ch_1":44.55141}
{"case":"Test","class":"WS","angle_ch_1":41.87168,"area_ch_1":479,"avg_inten_ch_1":63.05033,"avg_inten_ch_2":280.25383,"avg_inten_ch_3":182.12035,"avg_inten_ch_4":291.12691,"convex_hull_area_ratio_ch_1":1.0523,"convex_hull_perim_ratio_ch_1":0.94563,"diff_inten_density_ch_1":62.79094,"diff_inten_density_ch_3":116.34727,"diff_inten_density_ch_4":222.3101,"entropy_inten_ch_1":6.80049,"entropy_inten_ch_3":6.79307,"entropy_inten_ch_4":6.70617,"eq_circ_diam_ch_1":24.69632,"eq_ellipse_lwr_ch_1":1.38571,"eq_ellipse_oblate_vol_ch_1":940.65771,"eq_ellipse_prolate_vol_ch_1":678.82852,"eq_sphere_area_ch_1":1916.0839,"eq_sphere_vol_ch_1":7886.70499,"fiber_align_2_ch_3":1.42831,"fiber_align_2_ch_4":1.44199,"fiber_length_ch_1":22.07713,"fiber_width_ch_1":22.07713,"inten_cooc_asm_ch_3":0.05115,"inten_cooc_asm_ch_4":0.04845,"inten_cooc_contrast_ch_3":7.41952,"inten_cooc_contrast_ch_4":6.48239,"inten_cooc_entropy_ch_3":6.37174,"inten_cooc_entropy_ch_4":6.26202,"inten_cooc_max_ch_3":0.21395,"inten_cooc_max_ch_4":0.20698,"kurt_inten_ch_1":0.0984,"kurt_inten_ch_3":0.10065,"kurt_inten_ch_4":1.07953,"length_ch_1":29.83495,"neighbor_avg_dist_ch_1":289.25481,"neighbor_min_dist_ch_1":30.12854,"neighbor_var_dist_ch_1":116.45085,"perim_ch_1":88.30852,"shape_bfr_ch_1":0.72974,"shape_lwr_ch_1":1.35601,"shape_p_2_a_ch_1":1.25102,"skew_inten_ch_1":0.67071,"skew_inten_ch_3":0.63258,"skew_inten_ch_4":1.29122,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":4,"total_inten_ch_1":28814,"total_inten_ch_2":127620,"total_inten_ch_3":83229,"total_inten_ch_4":133045,"var_inten_ch_1":45.10386,"var_inten_ch_3":158.38838,"var_inten_ch_4":332.36332,"width_ch_1":22.00197}
{"case":"Train","class":"PS","angle_ch_1":86.52923,"area_ch_1":350,"avg_inten_ch_1":49.47006,"avg_inten_ch_2":3.6497,"avg_inten_ch_3":167.0509,"avg_inten_ch_4":2.92216,"convex_hull_area_ratio_ch_1":1.53197,"convex_hull_perim_ratio_ch_1":0.89431,"diff_inten_density_ch_1":69.79159,"diff_inten_density_ch_3":237.02452,"diff_inten_density_ch_4":7.37128,"entropy_inten_ch_1":6.49365,"entropy_inten_ch_3":7.15551,"entropy_inten_ch_4":3.07824,"eq_circ_diam_ch_1":21.11288,"eq_ellipse_lwr_ch_1":11.31239,"eq_ellipse_oblate_vol_ch_1":1679.26221,"eq_ellipse_prolate_vol_ch_1":148.44446,"eq_sphere_area_ch_1":1400.37642,"eq_sphere_vol_ch_1":4927.66297,"fiber_align_2_ch_3":1.80294,"fiber_align_2_ch_4":1,"fiber_length_ch_1":79.78154,"fiber_width_ch_1":4.67391,"inten_cooc_asm_ch_3":0.00823,"inten_cooc_asm_ch_4":0.03252,"inten_cooc_contrast_ch_3":20.69723,"inten_cooc_contrast_ch_4":15.08494,"inten_cooc_entropy_ch_3":7.40579,"inten_cooc_entropy_ch_4":5.70798,"inten_cooc_max_ch_3":0.04575,"inten_cooc_max_ch_4":0.12745,"kurt_inten_ch_1":21.24014,"kurt_inten_ch_3":36.16526,"kurt_inten_ch_4":0.46595,"length_ch_1":70.88517,"neighbor_avg_dist_ch_1":205.83616,"neighbor_min_dist_ch_1":54.06839,"neighbor_var_dist_ch_1":89.02422,"perim_ch_1":168.91092,"shape_bfr_ch_1":0.54063,"shape_lwr_ch_1":7.75939,"shape_p_2_a_ch_1":6.08863,"skew_inten_ch_1":3.91818,"skew_inten_ch_3":5.35918,"skew_inten_ch_4":1.03032,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":14,"total_inten_ch_1":16523,"total_inten_ch_2":886,"total_inten_ch_3":55795,"total_inten_ch_4":976,"var_inten_ch_1":61.01902,"var_inten_ch_3":325.44603,"var_inten_ch_4":3.16227,"width_ch_1":9.1354}
{"case":"Test","class":"PS","angle_ch_1":168.31683,"area_ch_1":971,"avg_inten_ch_1":30.49083,"avg_inten_ch_2":171.72923,"avg_inten_ch_3":89.52104,"avg_inten_ch_4":162.66667,"convex_hull_area_ratio_ch_1":1.38105,"convex_hull_perim_ratio_ch_1":0.7613,"diff_inten_density_ch_1":46.37205,"diff_inten_density_ch_3":54.14089,"diff_inten_density_ch_4":108.34675,"entropy_inten_ch_1":5.96468,"entropy_inten_ch_3":6.87568,"entropy_inten_ch_4":6.89581,"eq_circ_diam_ch_1":35.17338,"eq_ellipse_lwr_ch_1":1.87578,"eq_ellipse_oblate_vol_ch_1":3161.78055,"eq_ellipse_prolate_vol_ch_1":1685.5847,"eq_sphere_area_ch_1":3886.67347,"eq_sphere_vol_ch_1":22784.57316,"fiber_align_2_ch_3":1.34979,"fiber_align_2_ch_4":1.04198,"fiber_length_ch_1":83.40404,"fiber_width_ch_1":12.07115,"inten_cooc_asm_ch_3":0.0294,"inten_cooc_asm_ch_4":0.05121,"inten_cooc_contrast_ch_3":7.57139,"inten_cooc_contrast_ch_4":5.47509,"inten_cooc_entropy_ch_3":6.75577,"inten_cooc_entropy_ch_4":6.25452,"inten_cooc_max_ch_3":0.15323,"inten_cooc_max_ch_4":0.2147,"kurt_inten_ch_1":-0.01104,"kurt_inten_ch_3":0.05625,"kurt_inten_ch_4":-0.68928,"length_ch_1":52.75709,"neighbor_avg_dist_ch_1":203.02462,"neighbor_min_dist_ch_1":35.22857,"neighbor_var_dist_ch_1":81.96336,"perim_ch_1":190.95037,"shape_bfr_ch_1":0.52746,"shape_lwr_ch_1":1.5109,"shape_p_2_a_ch_1":2.88199,"skew_inten_ch_1":0.64019,"skew_inten_ch_3":0.57636,"skew_inten_ch_4":0.6328,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":8,"total_inten_ch_1":28265,"total_inten_ch_2":158267,"total_inten_ch_3":82986,"total_inten_ch_4":150792,"var_inten_ch_1":24.0088,"var_inten_ch_3":71.16568,"var_inten_ch_4":157.47634,"width_ch_1":34.91764}
{"case":"Train","class":"WS","angle_ch_1":47.37763,"area_ch_1":200,"avg_inten_ch_1":46.94764,"avg_inten_ch_2":15.74869,"avg_inten_ch_3":163.25654,"avg_inten_ch_4":299.19372,"convex_hull_area_ratio_ch_1":1.55449,"convex_hull_perim_ratio_ch_1":0.86965,"diff_inten_density_ch_1":52.94479,"diff_inten_density_ch_3":114.44785,"diff_inten_density_ch_4":163.53988,"entropy_inten_ch_1":6.27834,"entropy_inten_ch_3":6.86626,"entropy_inten_ch_4":7.11392,"eq_circ_diam_ch_1":15.96581,"eq_ellipse_lwr_ch_1":3.04934,"eq_ellipse_oblate_vol_ch_1":377.02906,"eq_ellipse_prolate_vol_ch_1":123.64267,"eq_sphere_area_ch_1":800.81406,"eq_sphere_vol_ch_1":2130.94061,"fiber_align_2_ch_3":1.51767,"fiber_align_2_ch_4":1.45375,"fiber_length_ch_1":40.15273,"fiber_width_ch_1":5.44941,"inten_cooc_asm_ch_3":0.00949,"inten_cooc_asm_ch_4":0.00857,"inten_cooc_contrast_ch_3":10.16209,"inten_cooc_contrast_ch_4":11.76611,"inten_cooc_entropy_ch_3":6.98046,"inten_cooc_entropy_ch_4":7.12752,"inten_cooc_max_ch_3":0.025,"inten_cooc_max_ch_4":0.03125,"kurt_inten_ch_1":-0.6512,"kurt_inten_ch_3":1.90373,"kurt_inten_ch_4":-0.73746,"length_ch_1":33.63309,"neighbor_avg_dist_ch_1":161.36369,"neighbor_min_dist_ch_1":19.23563,"neighbor_var_dist_ch_1":107.65101,"perim_ch_1":91.20429,"shape_bfr_ch_1":0.42199,"shape_lwr_ch_1":2.38431,"shape_p_2_a_ch_1":3.02519,"skew_inten_ch_1":0.37231,"skew_inten_ch_3":1.03549,"skew_inten_ch_4":0.10159,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":2,"total_inten_ch_1":8967,"total_inten_ch_2":2818,"total_inten_ch_3":31182,"total_inten_ch_4":57146,"var_inten_ch_1":28.39101,"var_inten_ch_3":131.31626,"var_inten_ch_4":173.39399,"width_ch_1":14.10599}
{"case":"Test","class":"PS","angle_ch_1":94.62399,"area_ch_1":640,"avg_inten_ch_1":181.8036,"avg_inten_ch_2":284.90344,"avg_inten_ch_3":373.81015,"avg_inten_ch_4":527.09002,"convex_hull_area_ratio_ch_1":1.04484,"convex_hull_perim_ratio_ch_1":0.96245,"diff_inten_density_ch_1":72.34251,"diff_inten_density_ch_3":182.03614,"diff_inten_density_ch_4":228.43201,"entropy_inten_ch_1":7.42345,"entropy_inten_ch_3":7.64574,"entropy_inten_ch_4":8.08401,"eq_circ_diam_ch_1":28.55583,"eq_ellipse_lwr_ch_1":1.96366,"eq_ellipse_oblate_vol_ch_1":1731.07849,"eq_ellipse_prolate_vol_ch_1":881.55614,"eq_sphere_area_ch_1":2561.76644,"eq_sphere_vol_ch_1":12192.229,"fiber_align_2_ch_3":1.38614,"fiber_align_2_ch_4":1.14119,"fiber_length_ch_1":32.41264,"fiber_width_ch_1":20.19558,"inten_cooc_asm_ch_3":0.03014,"inten_cooc_asm_ch_4":0.01365,"inten_cooc_contrast_ch_3":5.70808,"inten_cooc_contrast_ch_4":8.32429,"inten_cooc_entropy_ch_3":6.57468,"inten_cooc_entropy_ch_4":7.1858,"inten_cooc_max_ch_3":0.15679,"inten_cooc_max_ch_4":0.08885,"kurt_inten_ch_1":0.48999,"kurt_inten_ch_3":0.93199,"kurt_inten_ch_4":-1.07744,"length_ch_1":38.50048,"neighbor_avg_dist_ch_1":290.71609,"neighbor_min_dist_ch_1":112.26948,"neighbor_var_dist_ch_1":101.82212,"perim_ch_1":105.21645,"shape_bfr_ch_1":0.79573,"shape_lwr_ch_1":1.84171,"shape_p_2_a_ch_1":1.34581,"skew_inten_ch_1":-0.88095,"skew_inten_ch_3":0.86301,"skew_inten_ch_4":-0.28288,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":7,"total_inten_ch_1":111082,"total_inten_ch_2":173466,"total_inten_ch_3":228398,"total_inten_ch_4":322052,"var_inten_ch_1":61.44725,"var_inten_ch_3":301.38332,"var_inten_ch_4":322.51731,"width_ch_1":20.90476}
{"case":"Train","class":"WS","angle_ch_1":174.68265,"area_ch_1":431,"avg_inten_ch_1":149.17233,"avg_inten_ch_2":208.81796,"avg_inten_ch_3":157.75728,"avg_inten_ch_4":193.96602,"convex_hull_area_ratio_ch_1":1.02019,"convex_hull_perim_ratio_ch_1":0.97625,"diff_inten_density_ch_1":68.65128,"diff_inten_density_ch_3":75.56923,"diff_inten_density_ch_4":109.2,"entropy_inten_ch_1":7.15235,"entropy_inten_ch_3":6.99481,"entropy_inten_ch_4":6.62085,"eq_circ_diam_ch_1":23.44892,"eq_ellipse_lwr_ch_1":1.10926,"eq_ellipse_oblate_vol_ch_1":720.41851,"eq_ellipse_prolate_vol_ch_1":649.45622,"eq_sphere_area_ch_1":1727.41043,"eq_sphere_vol_ch_1":6750.98464,"fiber_align_2_ch_3":1.12359,"fiber_align_2_ch_4":1.15423,"fiber_length_ch_1":19.82501,"fiber_width_ch_1":19.82501,"inten_cooc_asm_ch_3":0.02718,"inten_cooc_asm_ch_4":0.0524,"inten_cooc_contrast_ch_3":6.05488,"inten_cooc_contrast_ch_4":7.02009,"inten_cooc_entropy_ch_3":6.67676,"inten_cooc_entropy_ch_4":6.22764,"inten_cooc_max_ch_3":0.14653,"inten_cooc_max_ch_4":0.21739,"kurt_inten_ch_1":0.06518,"kurt_inten_ch_3":-1.2793,"kurt_inten_ch_4":-1.04656,"length_ch_1":24.58483,"neighbor_avg_dist_ch_1":249.1771,"neighbor_min_dist_ch_1":44.45031,"neighbor_var_dist_ch_1":117.84055,"perim_ch_1":79.30003,"shape_bfr_ch_1":0.78572,"shape_lwr_ch_1":1.09968,"shape_p_2_a_ch_1":1.134,"skew_inten_ch_1":-0.69774,"skew_inten_ch_3":0.04702,"skew_inten_ch_4":0.20103,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":7,"total_inten_ch_1":61459,"total_inten_ch_2":85622,"total_inten_ch_3":64996,"total_inten_ch_4":79914,"var_inten_ch_1":52.45416,"var_inten_ch_3":115.99544,"var_inten_ch_4":155.01919,"width_ch_1":22.35626}
{"case":"Train","class":"PS","angle_ch_1":50.50504,"area_ch_1":1079,"avg_inten_ch_1":27.63301,"avg_inten_ch_2":28.59223,"avg_inten_ch_3":80.02136,"avg_inten_ch_4":91.82136,"convex_hull_area_ratio_ch_1":1.4233,"convex_hull_perim_ratio_ch_1":0.73821,"diff_inten_density_ch_1":45.20801,"diff_inten_density_ch_3":50.31669,"diff_inten_density_ch_4":54.13053,"entropy_inten_ch_1":5.871,"entropy_inten_ch_3":6.79481,"entropy_inten_ch_4":6.69853,"eq_circ_diam_ch_1":37.076,"eq_ellipse_lwr_ch_1":2.89411,"eq_ellipse_oblate_vol_ch_1":4599.7594,"eq_ellipse_prolate_vol_ch_1":1589.35041,"eq_sphere_area_ch_1":4318.52608,"eq_sphere_vol_ch_1":26685.60989,"fiber_align_2_ch_3":1.56799,"fiber_align_2_ch_4":1.3696,"fiber_length_ch_1":99.88022,"fiber_width_ch_1":11.23691,"inten_cooc_asm_ch_3":0.02739,"inten_cooc_asm_ch_4":0.04214,"inten_cooc_contrast_ch_3":9.80839,"inten_cooc_contrast_ch_4":5.13577,"inten_cooc_entropy_ch_3":6.99787,"inten_cooc_entropy_ch_4":6.37009,"inten_cooc_max_ch_3":0.15177,"inten_cooc_max_ch_4":0.19771,"kurt_inten_ch_1":0.2739,"kurt_inten_ch_3":-0.56222,"kurt_inten_ch_4":-0.37462,"length_ch_1":68.98685,"neighbor_avg_dist_ch_1":252.47458,"neighbor_min_dist_ch_1":32.00121,"neighbor_var_dist_ch_1":112.67816,"perim_ch_1":222.23426,"shape_bfr_ch_1":0.48784,"shape_lwr_ch_1":2.15047,"shape_p_2_a_ch_1":3.50173,"skew_inten_ch_1":0.72787,"skew_inten_ch_3":0.4124,"skew_inten_ch_4":0.61091,"spot_fiber_count_ch_3":4,"spot_fiber_count_ch_4":17,"total_inten_ch_1":28462,"total_inten_ch_2":28421,"total_inten_ch_3":82422,"total_inten_ch_4":94576,"var_inten_ch_1":22.16919,"var_inten_ch_3":61.10298,"var_inten_ch_4":81.59729,"width_ch_1":32.07991}
{"case":"Train","class":"PS","angle_ch_1":87.78445,"area_ch_1":187,"avg_inten_ch_1":59.15642,"avg_inten_ch_2":19.75978,"avg_inten_ch_3":296.67039,"avg_inten_ch_4":406.07263,"convex_hull_area_ratio_ch_1":1.2381,"convex_hull_perim_ratio_ch_1":0.88338,"diff_inten_density_ch_1":67.99367,"diff_inten_density_ch_3":229.49367,"diff_inten_density_ch_4":299.27848,"entropy_inten_ch_1":6.4369,"entropy_inten_ch_3":6.99619,"entropy_inten_ch_4":6.81905,"eq_circ_diam_ch_1":15.45613,"eq_ellipse_lwr_ch_1":2.77359,"eq_ellipse_oblate_vol_ch_1":326.22895,"eq_ellipse_prolate_vol_ch_1":117.6196,"eq_sphere_area_ch_1":750.50113,"eq_sphere_vol_ch_1":1933.30708,"fiber_align_2_ch_3":1.37501,"fiber_align_2_ch_4":1.40926,"fiber_length_ch_1":30.50933,"fiber_width_ch_1":6.49333,"inten_cooc_asm_ch_3":0.00842,"inten_cooc_asm_ch_4":0.00926,"inten_cooc_contrast_ch_3":15.11925,"inten_cooc_contrast_ch_4":14.36207,"inten_cooc_entropy_ch_3":7.13317,"inten_cooc_entropy_ch_4":7.14712,"inten_cooc_max_ch_3":0.02469,"inten_cooc_max_ch_4":0.05556,"kurt_inten_ch_1":-0.00063,"kurt_inten_ch_3":0.18365,"kurt_inten_ch_4":-1.26408,"length_ch_1":25.81358,"neighbor_avg_dist_ch_1":244.56364,"neighbor_min_dist_ch_1":27.5479,"neighbor_var_dist_ch_1":104.20663,"perim_ch_1":74.00533,"shape_bfr_ch_1":0.65945,"shape_lwr_ch_1":2.342,"shape_p_2_a_ch_1":2.19995,"skew_inten_ch_1":0.6186,"skew_inten_ch_3":0.81614,"skew_inten_ch_4":0.02654,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":3,"total_inten_ch_1":10589,"total_inten_ch_2":3359,"total_inten_ch_3":53104,"total_inten_ch_4":72687,"var_inten_ch_1":37.84293,"var_inten_ch_3":218.25025,"var_inten_ch_4":284.03194,"width_ch_1":11.02203}
{"case":"Train","class":"PS","angle_ch_1":85.48105,"area_ch_1":302,"avg_inten_ch_1":42.04152,"avg_inten_ch_2":24.46713,"avg_inten_ch_3":143.53287,"avg_inten_ch_4":233.32526,"convex_hull_area_ratio_ch_1":1.50971,"convex_hull_perim_ratio_ch_1":0.78315,"diff_inten_density_ch_1":51.52918,"diff_inten_density_ch_3":93.76265,"diff_inten_density_ch_4":125.82879,"entropy_inten_ch_1":6.27634,"entropy_inten_ch_3":7.37958,"entropy_inten_ch_4":7.4279,"eq_circ_diam_ch_1":19.63917,"eq_ellipse_lwr_ch_1":1.29912,"eq_ellipse_oblate_vol_ch_1":458.02979,"eq_ellipse_prolate_vol_ch_1":352.56801,"eq_sphere_area_ch_1":1211.70295,"eq_sphere_vol_ch_1":3966.14018,"fiber_align_2_ch_3":1.59573,"fiber_align_2_ch_4":1.31405,"fiber_length_ch_1":45.72118,"fiber_width_ch_1":7.08401,"inten_cooc_asm_ch_3":0.00727,"inten_cooc_asm_ch_4":0.00776,"inten_cooc_contrast_ch_3":12.50928,"inten_cooc_contrast_ch_4":11.66227,"inten_cooc_entropy_ch_3":7.37489,"inten_cooc_entropy_ch_4":7.30044,"inten_cooc_max_ch_3":0.01961,"inten_cooc_max_ch_4":0.02703,"kurt_inten_ch_1":0.72468,"kurt_inten_ch_3":0.91181,"kurt_inten_ch_4":-0.45105,"length_ch_1":27.47626,"neighbor_avg_dist_ch_1":233.76473,"neighbor_min_dist_ch_1":64.63799,"neighbor_var_dist_ch_1":96.02316,"perim_ch_1":105.61038,"shape_bfr_ch_1":0.44137,"shape_lwr_ch_1":1.09997,"shape_p_2_a_ch_1":2.74034,"skew_inten_ch_1":0.68483,"skew_inten_ch_3":0.95322,"skew_inten_ch_4":0.19219,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":12150,"total_inten_ch_2":6783,"total_inten_ch_3":41481,"total_inten_ch_4":67431,"var_inten_ch_1":26.648,"var_inten_ch_3":102.64404,"var_inten_ch_4":138.50131,"width_ch_1":24.97903}
{"case":"Test","class":"PS","angle_ch_1":99.04901,"area_ch_1":607,"avg_inten_ch_1":38.80345,"avg_inten_ch_2":21.58793,"avg_inten_ch_3":78.37241,"avg_inten_ch_4":82.2,"convex_hull_area_ratio_ch_1":1.68352,"convex_hull_perim_ratio_ch_1":0.78474,"diff_inten_density_ch_1":46.77693,"diff_inten_density_ch_3":65.91134,"diff_inten_density_ch_4":58.85319,"entropy_inten_ch_1":6.38928,"entropy_inten_ch_3":6.7024,"entropy_inten_ch_4":5.47276,"eq_circ_diam_ch_1":27.82199,"eq_ellipse_lwr_ch_1":3.22287,"eq_ellipse_oblate_vol_ch_1":2051.09068,"eq_ellipse_prolate_vol_ch_1":636.41766,"eq_sphere_area_ch_1":2431.79138,"eq_sphere_vol_ch_1":11276.2134,"fiber_align_2_ch_3":1.37563,"fiber_align_2_ch_4":1.02815,"fiber_length_ch_1":84.82927,"fiber_width_ch_1":7.57448,"inten_cooc_asm_ch_3":0.02202,"inten_cooc_asm_ch_4":0.10451,"inten_cooc_contrast_ch_3":11.44373,"inten_cooc_contrast_ch_4":2.92943,"inten_cooc_entropy_ch_3":6.93892,"inten_cooc_entropy_ch_4":5.14942,"inten_cooc_max_ch_3":0.13722,"inten_cooc_max_ch_4":0.31528,"kurt_inten_ch_1":0.45215,"kurt_inten_ch_3":0.89348,"kurt_inten_ch_4":1.38317,"length_ch_1":63.92945,"neighbor_avg_dist_ch_1":219.17362,"neighbor_min_dist_ch_1":44.45031,"neighbor_var_dist_ch_1":116.42246,"perim_ch_1":184.80752,"shape_bfr_ch_1":0.38777,"shape_lwr_ch_1":2.6068,"shape_p_2_a_ch_1":4.22988,"skew_inten_ch_1":0.81294,"skew_inten_ch_3":1.14367,"skew_inten_ch_4":1.52344,"spot_fiber_count_ch_3":5,"spot_fiber_count_ch_4":14,"total_inten_ch_1":22506,"total_inten_ch_2":11942,"total_inten_ch_3":45456,"total_inten_ch_4":47676,"var_inten_ch_1":28.42988,"var_inten_ch_3":76.19048,"var_inten_ch_4":119.1993,"width_ch_1":24.52407}
{"case":"Test","class":"PS","angle_ch_1":83.3198,"area_ch_1":204,"avg_inten_ch_1":37.86667,"avg_inten_ch_2":6.99487,"avg_inten_ch_3":59.78974,"avg_inten_ch_4":148.2359,"convex_hull_area_ratio_ch_1":1.16098,"convex_hull_perim_ratio_ch_1":0.94333,"diff_inten_density_ch_1":48.5942,"diff_inten_density_ch_3":44.94203,"diff_inten_density_ch_4":56.51304,"entropy_inten_ch_1":6.02452,"entropy_inten_ch_3":6.42622,"entropy_inten_ch_4":6.70405,"eq_circ_diam_ch_1":16.13212,"eq_ellipse_lwr_ch_1":3.9051,"eq_ellipse_oblate_vol_ch_1":440.13849,"eq_ellipse_prolate_vol_ch_1":112.70874,"eq_sphere_area_ch_1":817.58503,"eq_sphere_vol_ch_1":2198.23042,"fiber_align_2_ch_3":1.03111,"fiber_align_2_ch_4":1.75955,"fiber_length_ch_1":32.79873,"fiber_width_ch_1":6.55142,"inten_cooc_asm_ch_3":0.00733,"inten_cooc_asm_ch_4":0.00824,"inten_cooc_contrast_ch_3":29.75019,"inten_cooc_contrast_ch_4":15.89099,"inten_cooc_entropy_ch_3":7.53445,"inten_cooc_entropy_ch_4":7.17976,"inten_cooc_max_ch_3":0.04908,"inten_cooc_max_ch_4":0.02747,"kurt_inten_ch_1":-0.06884,"kurt_inten_ch_3":2.3962,"kurt_inten_ch_4":0.21771,"length_ch_1":33.01587,"neighbor_avg_dist_ch_1":235.52162,"neighbor_min_dist_ch_1":17.43485,"neighbor_var_dist_ch_1":107.07468,"perim_ch_1":78.7003,"shape_bfr_ch_1":0.61999,"shape_lwr_ch_1":3.30641,"shape_p_2_a_ch_1":2.29376,"skew_inten_ch_1":0.42181,"skew_inten_ch_3":1.21991,"skew_inten_ch_4":-0.43924,"spot_fiber_count_ch_3":1,"spot_fiber_count_ch_4":7,"total_inten_ch_1":7384,"total_inten_ch_2":1170,"total_inten_ch_3":11659,"total_inten_ch_4":28906,"var_inten_ch_1":24.1394,"var_inten_ch_3":37.02434,"var_inten_ch_4":63.1988,"width_ch_1":9.98541}
{"case":"Test","class":"WS","angle_ch_1":116.47389,"area_ch_1":390,"avg_inten_ch_1":45.64343,"avg_inten_ch_2":170.12332,"avg_inten_ch_3":147.49866,"avg_inten_ch_4":338.11796,"convex_hull_area_ratio_ch_1":1.05761,"convex_hull_perim_ratio_ch_1":0.93794,"diff_inten_density_ch_1":53.97274,"diff_inten_density_ch_3":93.99283,"diff_inten_density_ch_4":245.44763,"entropy_inten_ch_1":6.36321,"entropy_inten_ch_3":6.22652,"entropy_inten_ch_4":6.45295,"eq_circ_diam_ch_1":22.31149,"eq_ellipse_lwr_ch_1":1.27359,"eq_ellipse_oblate_vol_ch_1":664.96506,"eq_ellipse_prolate_vol_ch_1":522.12053,"eq_sphere_area_ch_1":1563.89342,"eq_sphere_vol_ch_1":5815.4663,"fiber_align_2_ch_3":1.24547,"fiber_align_2_ch_4":1.44984,"fiber_length_ch_1":24.82689,"fiber_width_ch_1":16.30739,"inten_cooc_asm_ch_3":0.0811,"inten_cooc_asm_ch_4":0.07144,"inten_cooc_contrast_ch_3":4.48831,"inten_cooc_contrast_ch_4":6.16299,"inten_cooc_entropy_ch_3":5.74361,"inten_cooc_entropy_ch_4":5.87477,"inten_cooc_max_ch_3":0.27874,"inten_cooc_max_ch_4":0.26724,"kurt_inten_ch_1":-0.18138,"kurt_inten_ch_3":0.64432,"kurt_inten_ch_4":-0.97156,"length_ch_1":27.92806,"neighbor_avg_dist_ch_1":305.52287,"neighbor_min_dist_ch_1":28.68494,"neighbor_var_dist_ch_1":136.20783,"perim_ch_1":82.26856,"shape_bfr_ch_1":0.62385,"shape_lwr_ch_1":1.24455,"shape_p_2_a_ch_1":1.3303,"skew_inten_ch_1":0.77655,"skew_inten_ch_3":1.06323,"skew_inten_ch_4":0.57306,"spot_fiber_count_ch_3":2,"spot_fiber_count_ch_4":4,"total_inten_ch_1":17025,"total_inten_ch_2":63084,"total_inten_ch_3":55017,"total_inten_ch_4":126118,"var_inten_ch_1":37.64116,"var_inten_ch_3":154.15117,"var_inten_ch_4":330.19599,"width_ch_1":22.44029}
{"case":"Train","class":"WS","angle_ch_1":150.82042,"area_ch_1":441,"avg_inten_ch_1":35.64133,"avg_inten_ch_2":119.37292,"avg_inten_ch_3":96.73872,"avg_inten_ch_4":191.78385,"convex_hull_area_ratio_ch_1":1.10935,"convex_hull_perim_ratio_ch_1":0.8829,"diff_inten_density_ch_1":48.68838,"diff_inten_density_ch_3":66.26437,"diff_inten_density_ch_4":139.6258,"entropy_inten_ch_1":6.24585,"entropy_inten_ch_3":6.37015,"entropy_inten_ch_4":7.16088,"eq_circ_diam_ch_1":23.70365,"eq_ellipse_lwr_ch_1":1.419,"eq_ellipse_oblate_vol_ch_1":841.65836,"eq_ellipse_prolate_vol_ch_1":593.13499,"eq_sphere_area_ch_1":1765.14512,"eq_sphere_vol_ch_1":6973.39779,"fiber_align_2_ch_3":1.22466,"fiber_align_2_ch_4":1.32469,"fiber_length_ch_1":33.27423,"fiber_width_ch_1":13.90001,"inten_cooc_asm_ch_3":0.0551,"inten_cooc_asm_ch_4":0.02372,"inten_cooc_contrast_ch_3":5.35016,"inten_cooc_contrast_ch_4":8.7581,"inten_cooc_entropy_ch_3":6.13657,"inten_cooc_entropy_ch_4":6.78847,"inten_cooc_max_ch_3":0.22392,"inten_cooc_max_ch_4":0.13077,"kurt_inten_ch_1":-0.10667,"kurt_inten_ch_3":0.30401,"kurt_inten_ch_4":0.55252,"length_ch_1":30.72833,"neighbor_avg_dist_ch_1":340.29086,"neighbor_min_dist_ch_1":32.66578,"neighbor_var_dist_ch_1":146.24186,"perim_ch_1":94.34848,"shape_bfr_ch_1":0.65907,"shape_lwr_ch_1":1.41024,"shape_p_2_a_ch_1":1.53156,"skew_inten_ch_1":0.63861,"skew_inten_ch_3":0.93508,"skew_inten_ch_4":0.90118,"spot_fiber_count_ch_3":3,"spot_fiber_count_ch_4":5,"total_inten_ch_1":15005,"total_inten_ch_2":49836,"total_inten_ch_3":40727,"total_inten_ch_4":80741,"var_inten_ch_1":26.66458,"var_inten_ch_3":96.04259,"var_inten_ch_4":174.63267,"width_ch_1":21.78949}