caretEnsemble

swMATH30386CRANcaretEnsembleMaRDI QIDQ42100

Ensembles of Caret Models

Zachary A. Deane-Mayer, Jared E. Knowles

Last update: 20 September 2023

Copyright license: MIT license, File License

Software version identifier: 2.0.2, 1.0.0, 2.0.0, 2.0.1, 2.0.3

Source code repository: https://github.com/cran/caretEnsemble

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.

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