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20162026
most citedExtending Explainable Ensemble Trees (E2Tree) to regression contexts

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cs.LG2026

A Family of Divergence Measures for Evaluating the Reconstruction Quality of Explainable Ensemble Trees

Massimo Aria, Agostino Gnasso, Carmela Iorio

Validating interpretable surrogate models for ensemble learners requires measuring agreement between the ensemble's internal representation and its surrogate approximation, rather…