important: Supervised Feature Selection

Interfaces for choosing important predictors in supervised regression, classification, and censored regression models. Permuted importance scores (Biecek and Burzykowski (2021) <doi:10.1201/9780429027192>) can be computed for 'tidymodels' model fits.

Package details

AuthorMax Kuhn [aut, cre] (ORCID: <https://orcid.org/0000-0003-2402-136X>), Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)
MaintainerMax Kuhn <max@posit.co>
LicenseMIT + file LICENSE
Version0.0.1
URL https://important.tidymodels.org/ https://github.com/tidymodels/important
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("important")

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important documentation built on Aug. 21, 2025, 5:26 p.m.