Consistent user interface to the most common regression and classification algorithms, such as random forest, neural networks, C5 trees and support vector machines, complemented with a handful of auxiliary functions, such as variable importance and a tuning function for the parameters.
| Version: | 0.9.13 |
| Depends: | DescTools, MASS, nnet, survival, R (≥ 3.5.0) |
| Imports: | e1071, C50, rpart, randomForest, pROC, methods, relaimpo, rpart.plot, lattice, lmtest, car, robustbase, class, NeuralNetTools, naivebayes, sandwich, AER, boot, pscl |
| Suggests: | VGAM |
| Published: | 2024-09-30 |
| DOI: | 10.32614/CRAN.package.ModTools |
| Author: | Andri Signorell [aut, cre], Bernhard Compton [ctb], Marcel Dettling [ctb], Alexandre Hainard [ctb], Max Kuhn [ctb], Frédérique Lisacek [ctb], Michal Majka [ctb], Markus Müller [ctb], Dan Putler [ctb], Jean-Charles Sanchez [ctb], Natalia Tiberti [ctb], Natacha Turck [ctb], Jarek Tuszynski [ctb], Robin Xavier [ctb], Achim Zeileis [ctb] |
| Maintainer: | Andri Signorell <andri at signorell.net> |
| BugReports: | https://github.com/AndriSignorell/ModTools/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://andrisignorell.github.io/ModTools/, https://github.com/AndriSignorell/ModTools/ |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | ModTools results |
| Reference manual: | ModTools.html , ModTools.pdf |
| Package source: | ModTools_0.9.13.tar.gz |
| Windows binaries: | r-devel: ModTools_0.9.13.zip, r-release: ModTools_0.9.13.zip, r-oldrel: ModTools_0.9.13.zip |
| macOS binaries: | r-release (arm64): ModTools_0.9.13.tgz, r-oldrel (arm64): ModTools_0.9.13.tgz, r-release (x86_64): ModTools_0.9.13.tgz, r-oldrel (x86_64): ModTools_0.9.13.tgz |
| Old sources: | ModTools archive |
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