Improved Predictors [R package ipred version 0.9-15]

ipred: Improved Predictors

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年07月18日

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)]

NeedsCompilation: yes

Materials: NEWS

In views: Environmetrics, MachineLearning, Survival

CRAN checks: ipred results

Documentation:

Reference manual: ipred.html , ipred.pdf

Vignettes: Some more or less useful examples for illustration. (source, R code)

Downloads:

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 dependencies:

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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=ipred to link to this page.