Regional Explanations: Bridging Local and Global Variable Importance
arXiv:2604.11223v1 Announce Type: new
Abstract: 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 $f(x_1, \dots, x_p)$. Despite…