caretEnsemble: Ensembles of Caret Models

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

AuthorZachary A. Deane-Mayer [aut, cre], Jared E. Knowles [aut]
MaintainerZachary A. Deane-Mayer <zach.mayer@gmail.com>
LicenseMIT + file LICENSE
Version2.0.1
URL https://github.com/zachmayer/caretEnsemble
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("caretEnsemble")

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caretEnsemble documentation built on Dec. 16, 2019, 1:33 a.m.