CART-BCTX

New algorithm ensures stable decision tree explanations after model updates

Researchers have introduced a new loss metric called Backward Compatibility Loss in Tree-based eXplanations (BCLTX) to address the issue of changing explanations in updated decision tree models. They also developed an a…