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: 0.9-3
Depends: R (≥ 2.10)
Imports: rpart (≥ 3.1-8), MASS, survival, nnet, class, prodlim
Suggests: mvtnorm, mlbench, TH.data
Published: 2013-12-20
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

Downloads:

Reference manual: ipred.pdf
Vignettes: Some more or less useful examples for illustration.
Package source: ipred_0.9-3.tar.gz
MacOS X binary: ipred_0.9-3.tgz
Windows binary: ipred_0.9-3.zip
Old sources: ipred archive

Reverse dependencies:

Reverse depends: RecordLinkage
Reverse imports: mlearning, optBiomarker, RTextTools
Reverse suggests: caret, ChemometricsWithR, Daim, fscaret, HSAUR, RGraphics, sperrorest, SuperLearner