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.

Reference manual

install.packages("caretEnsemble")

4.0.2 by Zachary A. Deane-Mayer, 3 months ago

https://zachmayer.github.io/caretEnsemble/, https://github.com/zachmayer/caretEnsemble

Report a bug at https://github.com/zachmayer/caretEnsemble/issues

Browse source code at https://github.com/cran/caretEnsemble

Authors: Zachary A. Deane-Mayer [aut, cre, cph] , Jared E. Knowles [ctb] , Antón López [ctb]

Documentation: PDF Manual

MIT + file LICENSE license

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, devtools, roxygen2, xml2, htmltools, DT, pkgdown, rcmdcheck, cyclocomp

Imported by SLOS, spect.

Suggested by riskutility, writeAlizer.

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