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caretEnsemble  

Ensembles of Caret Models
View on CRAN: Click here


Download and install caretEnsemble package within the R console
Install from CRAN:
install.packages("caretEnsemble")

Install from Github:
library("remotes")
install_github("cran/caretEnsemble")

Install by package version:
library("remotes")
install_version("caretEnsemble", "4.0.1")



Attach the package and use:
library("caretEnsemble")
Maintained by
Zachary A. Deane-Mayer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-01-16
Latest Update: 2023-02-09
Description:
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.
How to cite:
Zachary A. Deane-Mayer (2015). caretEnsemble: Ensembles of Caret Models. R package version 4.0.1, https://cran.r-project.org/web/packages/caretEnsemble. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2015-01-16 22:19), 2.0.0 (2016-02-07 10:50), 2.0.1 (2019-12-12 23:10), 2.0.2 (2023-02-09 04:30), 2.0.3 (2023-09-20 15:00), 4.0.0 (2024-08-17 19:40)
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Complete documentation for caretEnsemble
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