Extracts decision rules from tree- and rule-based models
fitted in 'R'. Rules are expressed as logical predicates that identify
paths to terminal nodes, making model behavior more transparent and
interpretable. Provides conversion methods to 'partykit' party objects
for a wide range of model types. The 'partykit' infrastructure is
described in Hothorn and Zeileis (2015)
<https://jmlr.org/papers/v16/hothorn15a.html>.
| Version: |
0.1.0 |
| Depends: |
R (≥ 4.3.0) |
| Imports: |
cli, dplyr, generics, partykit, purrr, rlang (≥ 1.1.0), tibble |
| Suggests: |
aorsf, C50, Cubist, dbarts, grf, knitr, lightgbm, modeldata, palmerpenguins, randomForest, ranger, rpart, spelling, testthat (≥ 3.0.0), tidyr, xgboost |
| Published: |
2026-07-16 |
| DOI: |
10.32614/CRAN.package.lorax (may not be active yet) |
| Author: |
Max Kuhn  [aut,
cre],
Posit Software, PBC  [cph,
fnd] |
| Maintainer: |
Max Kuhn <max at posit.co> |
| BugReports: |
https://github.com/tidymodels/lorax/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/tidymodels/lorax |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Materials: |
README, NEWS |
| CRAN checks: |
lorax results |