caretEnsemble: Ensembles of Caret Models

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

Version: 1.0.0
Depends: R (≥ 3.1.0), caret
Imports: caTools, pbapply, ggplot2, digest, plyr, grid, lattice, gridExtra
Suggests: testthat, randomForest, rpart, kernlab, nnet, e1071, ipred, pROC, knitr, mlbench, MASS, gbm, klaR
Published: 2015-01-16
Author: Zachary A. Mayer [aut, cre], Jared E. Knowles [aut]
Maintainer: Zachary A. Mayer <zach.mayer at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: caretEnsemble results


Reference manual: caretEnsemble.pdf
Vignettes: Vignette Title
Package source: caretEnsemble_1.0.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X Snow Leopard binaries: r-release: caretEnsemble_1.0.0.tgz, r-oldrel: caretEnsemble_1.0.0.tgz
OS X Mavericks binaries: r-release: caretEnsemble_1.0.0.tgz