Package: rules 1.0.2.9000
rules: Model Wrappers for Rule-Based Models
Bindings for additional models for use with the 'parsnip' package. Models include prediction rule ensembles (Friedman and Popescu, 2008) <doi:10.1214/07-AOAS148>, C5.0 rules (Quinlan, 1992 ISBN: 1558602380), and Cubist (Kuhn and Johnson, 2013) <doi:10.1007/978-1-4614-6849-3>.
Authors:
rules_1.0.2.9000.tar.gz
rules_1.0.2.9000.zip(r-4.5)rules_1.0.2.9000.zip(r-4.4)rules_1.0.2.9000.zip(r-4.3)
rules_1.0.2.9000.tgz(r-4.4-any)rules_1.0.2.9000.tgz(r-4.3-any)
rules_1.0.2.9000.tar.gz(r-4.5-noble)rules_1.0.2.9000.tar.gz(r-4.4-noble)
rules_1.0.2.9000.tgz(r-4.4-emscripten)rules_1.0.2.9000.tgz(r-4.3-emscripten)
rules.pdf |rules.html✨
rules/json (API)
NEWS
# Install 'rules' in R: |
install.packages('rules', repos = c('https://tidymodels.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tidymodels/rules/issues
Last updated 1 months agofrom:e04e7b3f84. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 15 2024 |
R-4.5-win | OK | Nov 15 2024 |
R-4.5-linux | OK | Nov 15 2024 |
R-4.4-win | OK | Nov 15 2024 |
R-4.4-mac | OK | Nov 15 2024 |
R-4.3-win | OK | Nov 15 2024 |
R-4.3-mac | OK | Nov 15 2024 |
Exports:c5_fitc5_predcommitteescubist_fitget_neighborsmax_rulesmtry_propmulti_predicttidytunablexrf_fitxrf_pred
Dependencies:clicodetoolscolorspacecpp11dialsDiceDesigndplyrfansifarvergenericsggplot2globalsgluegtablehardhatisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmeparsnippillarpkgconfigprettyunitspurrrR6RColorBrewerrlangscalessfdsparsevctrsstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Parameter functions for Cubist models | committees max_rules |
'multi_predict()' methods for rule-based models | multi_predict._cubist multi_predict._xrf |
Turn C5.0 and rule-based models into tidy tibbles | tidy.C5.0 tidy.cubist tidy.xrf |