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Collection of tools for regression and classification tasks. The package implements a consistent user interface to the most popular regression and classification algorithms, such as random forest, neural networks, C5 trees and support vector machines, and complements it with a handful of auxiliary functions, such as variable importance and a tuning function for the parameters.
| Version: | 0.9.6 |
| 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 |
| Published: | 2024-01-24 |
| 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> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | ModTools results |
| Reference manual: | ModTools.pdf |
| Package source: | ModTools_0.9.6.tar.gz |
| Windows binaries: | r-devel: ModTools_0.9.6.zip, r-release: ModTools_0.9.6.zip, r-oldrel: ModTools_0.9.6.zip |
| macOS binaries: | r-release (arm64): ModTools_0.9.6.tgz, r-oldrel (arm64): ModTools_0.9.6.tgz, r-release (x86_64): ModTools_0.9.6.tgz, r-oldrel (x86_64): ModTools_0.9.6.tgz |
| Old sources: | ModTools archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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