C5.0 decision trees and rule-based models for pattern recognition that extend the work of Quinlan (1993, ISBN:1-55860-238-0).
| Version: | 0.2.0 |
| Depends: | R (≥ 2.10.0) |
| Imports: | Cubist (≥ 0.3.0), partykit |
| Suggests: | covr, knitr, modeldata, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2025-04-03 |
| DOI: | 10.32614/CRAN.package.C50 |
| Author: | Max Kuhn [aut, cre], Steve Weston [ctb], Mark Culp [ctb], Nathan Coulter [ctb], Ross Quinlan [aut] (Author of imported C code), RuleQuest Research [cph] (Copyright holder of imported C code), Rulequest Research Pty Ltd. [cph] (Copyright holder of imported C code) |
| Maintainer: | Max Kuhn <mxkuhn at gmail.com> |
| BugReports: | https://github.com/topepo/C5.0/issues |
| License: | GPL-3 |
| URL: | https://topepo.github.io/C5.0/, https://github.com/topepo/C5.0/ |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| In views: | MachineLearning |
| CRAN checks: | C50 results |
| Reference manual: | C50.html , C50.pdf |
| Vignettes: |
C5.0 Classification Models (source, R code) Class Probability Calculations (source, R code) |
| Package source: | C50_0.2.0.tar.gz |
| Windows binaries: | r-devel: C50_0.2.0.zip, r-release: C50_0.2.0.zip, r-oldrel: C50_0.2.0.zip |
| macOS binaries: | r-release (arm64): C50_0.2.0.tgz, r-oldrel (arm64): C50_0.2.0.tgz, r-release (x86_64): C50_0.2.0.tgz, r-oldrel (x86_64): C50_0.2.0.tgz |
| Old sources: | C50 archive |
| Reverse depends: | ClassificationEnsembles, LogisticEnsembles |
| Reverse imports: | baguette, ebmc, fmf, imbalance, MetabolomicsBasics, ModTools, noisemodel, Pigengene, StratifiedRF |
| Reverse suggests: | bsnsing, butcher, condvis2, fastml, flowml, MachineShop, MLPUGS, mlr, parsnip, pdp, plotmo, rules, ssc, tidyrules, tune |
| Reverse enhances: | vip |
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