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SHAPBoost

The SHAPBoost Feature Selection Algorithm

v1.0.3 · Jan 19, 2026 · MIT + file LICENSE

Description

The implementation of SHAPBoost, a boosting-based feature selection technique that ranks features iteratively based on Shapley values.

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CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies xgboost SHAPforxgboost caret Matrix SHAPBoost

Version History

new 1.0.3 Mar 10, 2026
updated 1.0.3 ← 1.0.2 diff Jan 18, 2026
updated 1.0.2 ← 1.0.1 diff Jan 12, 2026
updated 1.0.1 ← 1.0.0 diff Dec 3, 2025
new 1.0.0 Sep 28, 2025