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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 |
Author: | Ömer Tarik Özyilmaz
|
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 |
Reference manual: | SHAPBoost.html , SHAPBoost.pdf |
Package source: | SHAPBoost_1.0.0.tar.gz |
Windows binaries: | r-devel: SHAPBoost_1.0.0.zip, r-release: SHAPBoost_1.0.0.zip, r-oldrel: SHAPBoost_1.0.0.zip |
macOS binaries: | r-release (arm64): SHAPBoost_1.0.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): SHAPBoost_1.0.0.tgz, r-oldrel (x86_64): SHAPBoost_1.0.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=SHAPBoost to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.