Search Strategies for Optimal Classification and Regression Trees

Jacobus G. M. van der Linden, Mim van den Bos, Emir Demirović

Optimal decision trees (ODTs) are compact, interpretable machine learning models that globally optimize a given objective, but their scalability remains challenging. While recent w…