ipred: Improved Predictors (original) (raw)
Improved predictive models by indirect classification and bagging for classification, regression and survival problems as well as resampling based estimators of prediction error.
| Version: | 0.9-15 |
|---|---|
| Depends: | R (≥ 2.10) |
| Imports: | rpart (≥ 3.1-8), MASS, survival, nnet, class, prodlim |
| Suggests: | mvtnorm, mlbench, TH.data, randomForest, party |
| Published: | 2024-07-18 |
| DOI: | 10.32614/CRAN.package.ipred |
| Author: | Andrea Peters [aut], Torsten Hothorn [aut, cre], Brian D. Ripley [ctb], Terry Therneau [ctb], Beth Atkinson [ctb] |
| Maintainer: | Torsten Hothorn <Torsten.Hothorn at R-project.org> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| Copyright: | see file |
| NeedsCompilation: | yes |
| Materials: | |
| In views: | Environmetrics, MachineLearning, Survival |
| CRAN checks: | ipred results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse imports: | ICcforest, LTRCforests, mlearning, nlcv, optBiomarker, permimp, pheble, pomodoro, recipes, RecordLinkage, RTextTools, survcomp, utsf |
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| Reverse suggests: | butcher, caret, censored, flowml, fscaret, MLInterfaces, party, pdp, subsemble, SuperLearner, superMICE |
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