Regional Explanations: Bridging Local and Global Variable Importance

Salim I. Amoukou, Nicolas J-B. Brunel

We analyze two widely used local attribution methods, Local Shapley Values and LIME, which aim to quantify the contribution of a feature value $x_i$ to a specific prediction $f(x_1…