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
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 NEWS
CRAN checks:	caretEnsemble results

Documentation:

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

Downloads:

Package source:	caretEnsemble_2.0.3.tar.gz
Windows binaries:	r-devel: caretEnsemble_2.0.3.zip, r-release: caretEnsemble_2.0.3.zip, r-oldrel: caretEnsemble_2.0.3.zip
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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=caretEnsemble to link to this page.