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.

Maintainer: Zachary A. Deane-Mayer <zach.mayer at gmail.com>

Author(s): Zachary A. Deane-Mayer*, Jared E. Knowles*

Install package and any missing dependencies by running this line in your R console:

install.packages("caretEnsemble")

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
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Package caretEnsemble
Materials
URL https://github.com/zachmayer/caretEnsemble
Task Views
Version 2.0.0
Published 2016-02-07
License MIT + file LICENSE
BugReports https://github.com/zachmayer/caretEnsemble/issues
SystemRequirements
NeedsCompilation no
Citation
CRAN checks caretEnsemble check results
Package source caretEnsemble_2.0.0.tar.gz