Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms

Linwei Hu, Jie Chen, Vijayan N. Nair +1

Supervised Machine Learning (SML) algorithms, such as Gradient Boosting, Random Forest, and Neural Networks, have become popular in recent years due to their superior predictive pe…