Models can be improved by post-processing class probabilities, by: recalibration, conversion to hard probabilities, assessment of equivocal zones, and other activities. 'probably' contains tools for conducting these operations as well as calibration tools and conformal inference techniques for regression models.
| Version: | 1.2.0 |
| Depends: | R (≥ 4.1) |
| Imports: | butcher,cli,dplyr (≥ 1.1.0),furrr,generics (≥ 0.1.3),ggplot2 (≥ 3.5.2),hardhat,pillar,purrr,rlang (≥ 1.1.0),tidyr (≥ 1.3.0),tidyselect (≥ 1.1.2),tune (≥ 1.1.2),vctrs (≥ 0.4.1),withr,workflows (≥ 1.1.4),yardstick (≥ 1.3.0) |
| Suggests: | betacal,covr,knitr,MASS,mgcv,modeldata (≥ 1.1.0),nnet,parsnip (≥ 1.2.0),quantregForest,randomForest,recipes,rmarkdown,rsample,testthat (≥ 3.0.0) |
| Published: | 2025-10-16 |
| DOI: | 10.32614/CRAN.package.probably |
| Author: | Max Kuhn [aut, cre], Davis Vaughan [aut], Edgar Ruiz [aut], Posit Software, PBC [cph, fnd] |
| Maintainer: | Max Kuhn <max at posit.co> |
| BugReports: | https://github.com/tidymodels/probably/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/tidymodels/probably,https://probably.tidymodels.org |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | probably results |