Monotone Tree-Based GAMI Models by Adapting XGBoost

Linwei Hu, Soroush Aramideh, Jie Chen +1

Recent papers have used machine learning architecture to fit low-order functional ANOVA models with main effects and second-order interactions. These GAMI (GAM + Interaction) model…