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: 2.0.1
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
Published: 2019-12-12
Author: Zachary A. Deane-Mayer [aut, cre], Jared E. Knowles [aut]
Maintainer: Zachary A. Deane-Mayer <zach.mayer at gmail.com>
BugReports: https://github.com/zachmayer/caretEnsemble/issues
License: MIT + file LICENSE
URL: https://github.com/zachmayer/caretEnsemble
NeedsCompilation: no
Materials: README
CRAN checks: caretEnsemble results

Downloads:

Reference manual: caretEnsemble.pdf
Vignettes: A Brief Introduction to caretEnsemble
Package source: caretEnsemble_2.0.1.tar.gz
Windows binaries: r-devel: caretEnsemble_2.0.1.zip, r-devel-gcc8: caretEnsemble_2.0.1.zip, r-release: caretEnsemble_2.0.1.zip, r-oldrel: caretEnsemble_2.0.1.zip
OS X binaries: r-release: caretEnsemble_2.0.1.tgz, r-oldrel: caretEnsemble_2.0.1.tgz
Old sources: caretEnsemble archive

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