Evaluating Local Explanations using White-box Models

Amir Hossein Akhavan Rahnama, Judith Butepage, Pierre Geurts +1

Evaluating explanation techniques using human subjects is costly, time-consuming and can lead to subjectivity in the assessments. To evaluate the accuracy of local explanations, we…