tidymodels/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.

Getting started

Package details

Maintainer
LicenseMIT + file LICENSE
Version1.0.4.9000
URL https://stacks.tidymodels.org/ https://github.com/tidymodels/stacks
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("tidymodels/stacks")
tidymodels/stacks documentation built on March 23, 2024, 10:52 p.m.