Fixed a bug where R² metric was not being correctly maximized in
SHAPBoostRegressor.
SHAPBoost 1.0.2
New Features
Added fixed_variables parameter to SHAPBoostRegressor
and SHAPBoostSurvival to allow users to specify variables that should
always be included in the selected feature set.
SHAPBoost 1.0.1
Bug Fixes
Fixed a bug that caused unsupported types in xgboost for
SHAPBoostRegressor
Updated compatibility with latest xgboost versions
SHAPBoost 1.0.0
New Features
Initial release of SHAPBoost package
Implementation of SHAPBoost algorithm for feature selection using
SHAP values
Support for regression analysis with SHAPBoostRegressor
class
Support for survival analysis with SHAPBoostSurvival
class
Integration with XGBoost for gradient boosting
Support for Cox proportional hazards models in survival
analysis