Learning Optimal Prescriptive Trees from Observational Data

Nathanael Jo, Sina Aghaei, Andrés Gómez +1

We consider the problem of learning an optimal prescriptive tree (i.e., an interpretable treatment assignment policy in the form of a binary tree) of moderate depth, from observati…