stacks_description

_PACKAGE

stacks_package

<img src="figures/logo.png?package=stacks&version=1.0.0" style="float: right" alt="logo" width="120">
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.

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.

Simon P. Couch

stacks

Tidy Model Stacking

Simon Couch

Max Kuhn

RStudio 

stacks_description function

Maintainer: Simon Couch <a href="/link/simonpatrickcouch%40gmail.com?package=stacks&version=1.0.0" data-mini-rdoc="stacks::simonpatrickcouch@gmail.com">simonpatrickcouch@gmail.com</a>
Authors:<ul>
<li>Max Kuhn <a href="/link/max%40rstudio.com?package=stacks&version=1.0.0" data-mini-rdoc="stacks::max@rstudio.com">max@rstudio.com</a></li>
</ul>Other contributors:<ul>
<li>RStudio [copyright holder, funder]</li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
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.

stacks: Tidy Model Stacking — stacks_description

Maintainer: Simon Couch <a href='mailto:simonpatrickcouch@gmail.com'>simonpatrickcouch@gmail.com</a>
Authors:<ul>
<li>Max Kuhn <a href='mailto:max@rstudio.com'>max@rstudio.com</a></li>
</ul>

Other contributors:<ul>
<li>RStudio [copyright holder, funder]</li>
</ul>

stacks_description: stacks: Tidy Model Stacking

Description

Arguments

Author

See Also