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]

Authors

Ruggero G. Pensa

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Anton Crombach

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Sergio Peignier

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Christophe Rigotti

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