Learning Optimal Classification Trees: Strong Max-Flow Formulations

Sina Aghaei, Andres Gomez, Phebe Vayanos

We consider the problem of learning optimal binary classification trees. Literature on the topic has burgeoned in recent years, motivated both by the empirical suboptimality of heu…