stacks_description {stacks}

stacks: Tidy Model Stacking

Description

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.

Author(s)

Maintainer: Simon Couch [e-mail]

Authors:

• Max Kuhn [e-mail]

Other contributors:

• Posit Software, PBC [copyright holder, funder]

See Also

Useful links:

• https://stacks.tidymodels.org/

• https://github.com/tidymodels/stacks

• Report bugs at https://github.com/tidymodels/stacks/issues