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: 2.0.3
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, rmarkdown, usethis, sass
Published: 2023-09-20
DOI: 10.32614/CRAN.package.caretEnsemble
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 NEWS
CRAN checks: caretEnsemble results


Reference manual: caretEnsemble.pdf
Vignettes: A Brief Introduction to caretEnsemble


Package source: caretEnsemble_2.0.3.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): caretEnsemble_2.0.3.tgz, r-oldrel (arm64): caretEnsemble_2.0.3.tgz, r-release (x86_64): caretEnsemble_2.0.3.tgz, r-oldrel (x86_64): caretEnsemble_2.0.3.tgz
Old sources: caretEnsemble archive

Reverse dependencies:

Reverse imports: LDLcalc, LOGANTree


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