important-package: important: Supervised Feature Selection

important-packageR Documentation

important: Supervised Feature Selection

Description

Interfaces for choosing important predictors in supervised regression, classification, and censored regression models. Permuted importance scores (Biecek and Burzykowski (2021) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1201/9780429027192")}) can be computed for 'tidymodels' model fits.

Author(s)

Maintainer: Max Kuhn max@posit.co (ORCID)

Other contributors:

  • Posit Software, PBC (03wc8by49) [copyright holder, funder]

See Also

Useful links:


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