A Unified Study of Machine Learning Explanation Evaluation Metrics

Yipei Wang, Xiaoqian Wang

The growing need for trustworthy machine learning has led to the blossom of interpretability research. Numerous explanation methods have been developed to serve this purpose. Howev…