Linking Model Intervention to Causal Interpretation in Model Explanation

Debo Cheng, Ziqi Xu, Jiuyong Li +4

Intervention intuition is often used in model explanation where the intervention effect of a feature on the outcome is quantified by the difference of a model prediction when the f…