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