Statistical Inference for Explainable Boosting Machines

Haimo Fang, Kevin Tan, Jonathan Pipping-Gamon +1

Explainable boosting machines (EBMs) are popular "glass-box" models that learn a set of univariate functions using boosting trees. These achieve explainability through visualizatio…