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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 |
DOI: | 10.32614/CRAN.package.caretEnsemble |
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 |
Reference manual: | caretEnsemble.pdf |
Vignettes: |
A Brief Introduction to caretEnsemble |
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 imports: | LDLcalc, LOGANTree |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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