Type: Package Package: yardstick Title: Tidy Characterizations of Model Performance Version: 1.4.0.9000 Authors@R: c( person("Max", "Kuhn", , "max@posit.co", role = "aut"), person("Davis", "Vaughan", , "davis@posit.co", role = "aut"), person("Emil", "Hvitfeldt", , "emil.hvitfeldt@posit.co", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0679-1945")), person("Posit Software, PBC", role = c("cph", "fnd"), comment = c(ROR = "03wc8by49")) ) Description: Tidy tools for quantifying how well model fits to a data set such as confusion matrices, class probability curve summaries, and regression metrics (e.g., RMSE). License: MIT + file LICENSE URL: https://github.com/tidymodels/yardstick, https://yardstick.tidymodels.org BugReports: https://github.com/tidymodels/yardstick/issues Depends: R (>= 4.1) Imports: cli, dplyr (>= 1.1.0), generics (>= 0.1.2), hardhat (>= 1.4.3), lifecycle (>= 1.0.3), rlang (>= 1.1.4), tibble, tidyselect (>= 1.2.0), utils, vctrs (>= 0.5.0), withr Suggests: covr, ggplot2, knitr, probably (>= 1.0.0), rmarkdown, survival (>= 3.5-0), testthat (>= 3.0.0), tidyr VignetteBuilder: knitr Config/Needs/website: tidyverse/tidytemplate Config/testthat/edition: 3 Config/usethis/last-upkeep: 2025-04-24 Encoding: UTF-8 LazyData: true Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 Collate: 'aaa-get_metrics.R' 'aaa-metric_set.R' 'aaa-metrics.R' 'import-standalone-types-check.R' 'aaa-new.R' 'aaa.R' 'check-metric.R' 'class-accuracy.R' 'class-bal_accuracy.R' 'class-detection_prevalence.R' 'class-f_meas.R' 'class-fall_out.R' 'class-j_index.R' 'class-kap.R' 'class-markedness.R' 'class-mcc.R' 'class-miss_rate.R' 'class-npv.R' 'class-ppv.R' 'class-precision.R' 'class-recall.R' 'class-roc_dist.R' 'class-sedi.R' 'class-sens.R' 'class-spec.R' 'conf_mat.R' 'data.R' 'deprecated-prob_helpers.R' 'deprecated-template.R' 'estimator-helpers.R' 'event-level.R' 'fair-aaa.R' 'fair-demographic_parity.R' 'fair-equal_opportunity.R' 'fair-equalized_odds.R' 'import-standalone-obj-type.R' 'import-standalone-survival.R' 'metric-tweak.R' 'metric-type-docs.R' 'misc.R' 'missings.R' 'num-ccc.R' 'num-gini_coef.R' 'num-huber_loss.R' 'num-huber_loss_pseudo.R' 'num-iic.R' 'num-mae.R' 'num-mape.R' 'num-mase.R' 'num-mpe.R' 'num-msd.R' 'num-mse.R' 'num-poisson_log_loss.R' 'num-rmse.R' 'num-rmse_relative.R' 'num-rpd.R' 'num-rpiq.R' 'num-rsq.R' 'num-rsq_trad.R' 'num-smape.R' 'orderedprob-ranked_prob_score.R' 'prob-average_precision.R' 'prob-binary-thresholds.R' 'prob-brier_class.R' 'prob-classification_cost.R' 'prob-gain_capture.R' 'prob-helpers.R' 'prob-mn_log_loss.R' 'prob-pr_auc.R' 'prob-roc_auc.R' 'prob-roc_aunp.R' 'prob-roc_aunu.R' 'probcurve-gain_curve.R' 'probcurve-lift_curve.R' 'probcurve-pr_curve.R' 'probcurve-roc_curve.R' 'quant-weighted_interval_score.R' 'reexports.R' 'surv-brier_survival.R' 'surv-brier_survival_integrated.R' 'surv-concordance_survival.R' 'surv-roc_auc_survival.R' 'surv-roc_curve_survival.R' 'surv-royston.R' 'template.R' 'validation.R' 'yardstick-package.R' Repository: https://tidymodels.r-universe.dev Date/Publication: 2026-04-07 22:33:40 UTC RemoteUrl: https://github.com/tidymodels/yardstick RemoteRef: HEAD RemoteSha: fa91f90cdd64085113ad931e47e381cb6b0dc3e1 NeedsCompilation: yes Packaged: 2026-06-24 00:41:28 UTC; root Author: Max Kuhn [aut], Davis Vaughan [aut], Emil Hvitfeldt [aut, cre] (ORCID: ), Posit Software, PBC [cph, fnd] (ROR: ) Maintainer: Emil Hvitfeldt