Supervised Feature Selection R package important version 0.2.1 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. Software Depends: R (>= 4.1.0), recipes (>= 1.1.0) Imports: cli, desirability2 (>= 0.2.0), dplyr, filtro (>= 0.2.0), generics, ggplot2, hardhat (>= 1.4.1), purrr, rlang (>= 1.1.0), S7, tibble, tidyr, tune, vctrs, withr, workflows Suggests: censored, future, future.apply, mirai, modeldata, parsnip, ranger, spelling, survival, testthat (>= 3.0.0), yardstick Max Kuhn <max@posit.co> Comprehensive R Archive Network (CRAN) Max Kuhn [aut, cre] (ORCID: <https://orcid.org/0000-0003-2402-136X>), Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>) MIT + file LICENSE (https://CRAN.R-project.org/package=important/LICENSE) 2025-10-06 application/tgz https://CRAN.R-project.org/package=important doi:10.32614/CRAN.package.important en-US