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: | 1.0.3 |
| Imports: | xgboost (≥ 3.1), SHAPforxgboost, methods, caret, Matrix |
| Suggests: | flare, survival |
| Published: | 2026-01-19 |
| 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 + file LICENSE |
| URL: | https://github.com/O-T-O-Z/SHAPBoost-R |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | SHAPBoost results |
Documentation:
| Reference manual: | SHAPBoost.html , SHAPBoost.pdf |
Downloads:
| Package source: | SHAPBoost_1.0.3.tar.gz |
| Windows binaries: | r-devel: SHAPBoost_1.0.3.zip, r-release: SHAPBoost_1.0.3.zip, r-oldrel: SHAPBoost_1.0.3.zip |
| macOS binaries: | r-release (arm64): SHAPBoost_1.0.3.tgz, r-oldrel (arm64): SHAPBoost_1.0.3.tgz, r-release (x86_64): SHAPBoost_1.0.3.tgz, r-oldrel (x86_64): SHAPBoost_1.0.3.tgz |
| Old sources: | SHAPBoost archive |
Linking:
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