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 COPYRIGHTS |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| In views: | Environmetrics, MachineLearning, Survival |
| CRAN checks: | ipred results |
| Reference manual: | ipred.html , ipred.pdf |
| Vignettes: |
Some more or less useful examples for illustration. (source, R code) |
| Package source: | ipred_0.9-15.tar.gz |
| Windows binaries: | r-devel: ipred_0.9-15.zip, r-release: ipred_0.9-15.zip, r-oldrel: ipred_0.9-15.zip |
| macOS binaries: | r-release (arm64): ipred_0.9-15.tgz, r-oldrel (arm64): ipred_0.9-15.tgz, r-release (x86_64): ipred_0.9-15.tgz, r-oldrel (x86_64): ipred_0.9-15.tgz |
| Old sources: | ipred archive |
| Reverse depends: | ClassificationEnsembles, LogisticEnsembles, NumericEnsembles |
| Reverse imports: | ICcforest, mlearning, nlcv, optBiomarker, permimp, pomodoro, recipes, RecordLinkage, RTextTools, survcomp, utsf |
| Reverse suggests: | butcher, caret, censored, flowml, MLInterfaces, party, pdp, subsemble, SuperLearner, superMICE |
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