Functions for creating ensembles of caret models: caretList,
caretEnsemble, and caretStack. caretList is a convenience function for
fitting multiple caret::train models to the same dataset. caretEnsemble will
make a linear combination of these models using greedy forward selection,
and caretStack will make linear or non-linear combinations of these models,
using a caret::train model as a meta-model.
| Version: |
1.0.0 |
| Depends: |
R (≥ 3.1.0), caret |
| Imports: |
caTools, pbapply, ggplot2, digest, plyr, grid, lattice, gridExtra |
| Suggests: |
testthat, randomForest, rpart, kernlab, nnet, e1071, ipred, pROC, knitr, mlbench, MASS, gbm, klaR |
| Published: |
2015-01-16 |
| Author: |
Zachary A. Mayer [aut, cre],
Jared E. Knowles [aut] |
| Maintainer: |
Zachary A. 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 |
| CRAN checks: |
caretEnsemble results |