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.


Reference manual

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install.packages("ipred")

0.9-16 by Torsten Hothorn, 2 months ago


https://codeberg.org/thothorn/ipred


Report a bug at https://codeberg.org/thothorn/ipred/issues


Browse source code at https://github.com/cran/ipred


Authors: Andrea Peters [aut] , Torsten Hothorn [aut, cre] , Brian D. Ripley [ctb] , Terry Therneau [ctb] , Beth Atkinson [ctb]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports rpart, MASS, survival, nnet, class, prodlim

Suggests mvtnorm, mlbench, TH.data, randomForest, party


Imported by ICcforest, RTextTools, RecordLinkage, mlearning, nlcv, optBiomarker, permimp, pomodoro, recipes, utsf.

Depended on by ClassificationEnsembles, LogisticEnsembles, NumericEnsembles.

Suggested by CanonicalFamilyExtra, SuperLearner, butcher, caret, censored, daltoolbox, icarm, party, subsemble.


See at CRAN