SHAPBoost: The SHAPBoost Feature Selection Algorithm
The implementation of SHAPBoost, a boosting-based feature selection technique that ranks features iteratively based on Shapley values.
| Version: | 1.0.1 |
| Imports: | xgboost (≥ 3.1),SHAPforxgboost, methods,caret,Matrix |
| Suggests: | flare,survival |
| Published: | 2025-12-04 |
| DOI: | 10.32614/CRAN.package.SHAPBoost |
| Author: | Ömer Tarik Özyilmaz [aut, cre, cph], Tamas Szili-Török [aut, cph] |
| Maintainer: | Ömer Tarik Özyilmaz <o.t.ozyilmaz at umcg.nl> |
| BugReports: | https://github.com/O-T-O-Z/SHAPBoost-R/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/O-T-O-Z/SHAPBoost-R |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | SHAPBoost results |
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