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: |
4.0.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
caret, data.table, ggplot2, lattice, methods, patchwork, pbapply, rlang |
| Suggests: |
MASS, caTools, covr, devtools, earth, gbm, glmnet, klaR, knitr, lintr, mgcv, mlbench, nnet, pkgdown, randomForest, rmarkdown, rhub, rpart, spelling, testthat, usethis |
| Published: |
2024-08-17 |
| 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 |