Global Model Interpretation via Recursive Partitioning

Chengliang Yang, Anand Rangarajan, Sanjay Ranka

In this work, we propose a simple but effective method to interpret black-box machine learning models globally. That is, we use a compact binary tree, the interpretation tree, to e…