Locally Interpretable Models and Effects based on Supervised Partitioning (LIME-SUP)

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 increased predictive per…