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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, and caretEnsemble() will make a robust linear combination of models using a GLM.
Package details |
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Author | Zachary A. Deane-Mayer [aut, cre], Jared E. Knowles [aut] |
Maintainer | Zachary A. Deane-Mayer <zach.mayer@gmail.com> |
License | MIT + file LICENSE |
Version | 2.0.3 |
URL | https://github.com/zachmayer/caretEnsemble |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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