RbX: Region-based explanations of prediction models

Ismael Lemhadri, Harrison H. Li, Trevor Hastie

We introduce region-based explanations (RbX), a novel, model-agnostic method to generate local explanations of scalar outputs from a black-box prediction model using only query acc…