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.

Version: 4.0.1
Depends: R (≥ 4.1.0)
Imports: caret, data.table, ggplot2, lattice, methods, patchwork, pbapply, rlang
Suggests: MASS, caTools, covr, earth, gbm, glmnet, klaR, knitr, lintr, mgcv, mlbench, nnet, randomForest, rmarkdown, rhub, rpart, spelling, testthat, usethis
Published: 2024-09-12
DOI: 10.32614/CRAN.package.caretEnsemble
Author: Zachary A. Deane-Mayer [aut, cre, cph], Jared E. Knowles [ctb], Antón López [ctb]
Maintainer: Zachary A. Deane-Mayer <zach.mayer at gmail.com>
BugReports: https://github.com/zachmayer/caretEnsemble/issues
License: MIT + file LICENSE
URL: http://zachmayer.github.io/caretEnsemble/, https://github.com/zachmayer/caretEnsemble
NeedsCompilation: no
Language: en-US
Materials: NEWS
CRAN checks: caretEnsemble results

Documentation:

Reference manual: caretEnsemble.pdf
Vignettes: Version 4.0 New Features (source, R code)
A Brief Introduction to caretEnsemble (source, R code)

Downloads:

Package source: caretEnsemble_4.0.1.tar.gz
Windows binaries: r-devel: caretEnsemble_4.0.1.zip, r-release: caretEnsemble_4.0.1.zip, r-oldrel: caretEnsemble_4.0.1.zip
macOS binaries: r-release (arm64): caretEnsemble_4.0.1.tgz, r-oldrel (arm64): caretEnsemble_4.0.1.tgz, r-release (x86_64): caretEnsemble_4.0.1.tgz, r-oldrel (x86_64): caretEnsemble_4.0.1.tgz
Old sources: caretEnsemble archive

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