Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets

Jun Yuan, Brian Barr, Kyle Overton +1

One of the potential solutions for model interpretation is to train a surrogate model: a more transparent model that approximates the behavior of the model to be explained. Typical…