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Supervised Feature Selection

v0.2.1 · Oct 6, 2025 · MIT + file LICENSE

Description

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.

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies recipes cli desirability2 dplyr filtro generics ggplot2 hardhat purrr rlang S7 tibble tidyr tune vctrs +2 more dependencies important

Version History

new 0.2.1 Mar 10, 2026
updated 0.2.1 ← 0.2.0 diff Oct 5, 2025
updated 0.2.0 ← 0.0.1 diff Sep 4, 2025
new 0.0.1 Aug 19, 2025