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: |
1.0.0 |
Imports: |
xgboost, SHAPforxgboost, methods, caret, Matrix |
Suggests: |
flare, survival |
Published: |
2025-09-29 |
DOI: |
10.32614/CRAN.package.SHAPBoost (may not be active yet) |
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:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=SHAPBoost
to link to this page.