Deep Trees for (Un)structured Data: Tractability, Performance, and Interpretability

Dimitris Bertsimas, Lisa Everest, Jiayi Gu +2

Decision Trees have remained a popular machine learning method for tabular datasets, mainly due to their interpretability. However, they lack the expressiveness needed to handle hi…