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 fileCOPYRIGHTS |
| 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,MLInterfaces,party,pdp,subsemble,SuperLearner |
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