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: |
2.0.0 |
| 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 |
| Published: |
2016-02-07 |
| 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 |
| CRAN checks: |
caretEnsemble results |