caretEnsemble: Ensembles of Caret Models

Functions for creating ensembles of caret models: caretList and caretStack. caretList is a convenience function for fitting multiple caret::train models to the same dataset. caretStack will make linear or non-linear combinations of these models, using a caret::train model as a meta-model, and caretEnsemble will make a robust linear combination of models using a glm.

Version: 2.0.0
Depends: R (≥ 3.2.0)
Imports: methods, pbapply, ggplot2, digest, plyr, lattice, gridExtra, data.table, caret
Suggests: caTools, testthat, lintr, randomForest, glmnet, rpart, kernlab, nnet, e1071, ipred, pROC, knitr, mlbench, MASS, gbm, klaR
Published: 2016-02-07
Author: Zachary A. Deane-Mayer [aut, cre], Jared E. Knowles [aut]
Maintainer: Zachary A. Deane-Mayer <zach.mayer at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: caretEnsemble results


Reference manual: caretEnsemble.pdf
Vignettes: A Brief Introduction to caretEnsemble
Package source: caretEnsemble_2.0.0.tar.gz
Windows binaries: r-prerel:, r-release:, r-oldrel:
OS X binaries: r-prerel: caretEnsemble_2.0.0.tgz, r-release: caretEnsemble_2.0.0.tgz
Old sources: caretEnsemble archive


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