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]
@article{PensaCPR25,
title = {Explaining Random Forest and XGBoost with Shallow Decision Trees by Co-clustering Feature Importance},
author = {Ruggero G. Pensa and Anton Crombach and Sergio Peignier and Christophe Rigotti},
year = {2025},
month = {December},
doi = {10.1007/s10994-025-06932-9},
url = {https://doi.org/10.1007/s10994-025-06932-9},
researchr = {https://researchr.org/publication/PensaCPR25},
cites = {0},
citedby = {0},
journal = {Machine Learning},
volume = {114},
number = {12},
pages = {287},
}