Explaining Random Forest and XGBoost with Shallow Decision Trees by Co-clustering Feature Importance

Ruggero G. Pensa, Anton Crombach, Sergio Peignier, Christophe Rigotti. Explaining Random Forest and XGBoost with Shallow Decision Trees by Co-clustering Feature Importance. Machine Learning, 114(12):287, December 2025. [doi]

Abstract

Abstract is missing.