Loss-Optimal Classification Trees: A Generalized Framework and the Logistic Case

Tommaso Aldinucci, Matteo Lapucci

The Classification Tree (CT) is one of the most common models in interpretable machine learning. Although such models are usually built with greedy strategies, in recent years, tha…