Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning

Xiaoyu Liu, Jie Chen, Joel Vaughan +2

Interpreting a nonparametric regression model with many predictors is known to be a challenging problem. There has been renewed interest in this topic due to the extensive use of m…