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.
| Version: | 0.2.1 |
| 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 |
| Published: | 2025-10-06 |
| DOI: | 10.32614/CRAN.package.important |
| Author: | Max Kuhn [aut, cre], Posit Software, PBC [cph, fnd] |
| Maintainer: | Max Kuhn <max at posit.co> |
| BugReports: | https://github.com/tidymodels/important/issues |
| License: | MIT + fileLICENSE |
| URL: | https://important.tidymodels.org/,https://github.com/tidymodels/important |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README,NEWS |
| CRAN checks: | important results |