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 + fileLICENSE |
| URL: | http://zachmayer.github.io/caretEnsemble/,https://github.com/zachmayer/caretEnsemble |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | NEWS |
| CRAN checks: | caretEnsemble results |