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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
Browse package contents
Package details |
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| Author | Simon Couch [aut, cre], Max Kuhn [aut], Posit Software, PBC [cph, fnd] |
| Maintainer | Simon Couch <simon.couch@posit.co> |
| License | MIT + file LICENSE |
| Version | 1.0.3 |
| URL | https://stacks.tidymodels.org/ https://github.com/tidymodels/stacks |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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