stacks: Tidy Model Stacking

Model stacking is an ensemble technique that involves training a model to combine the outputs of many diverse statistical models, and has been shown to improve predictive performance in a variety of settings. 'stacks' implements a grammar for 'tidymodels'-aligned model stacking.

Package details

AuthorSimon Couch [aut, cre], Max Kuhn [aut], RStudio [cph]
MaintainerSimon Couch <simonpatrickcouch@gmail.com>
LicenseMIT + file LICENSE
Version0.2.1
URL https://stacks.tidymodels.org/ https://github.com/tidymodels/stacks
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("stacks")

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stacks documentation built on July 23, 2021, 5:08 p.m.