Measuring Variable Importance Using Proportional Inclusive Marginal Effects

Youngseo Cho, V. Roshan Joseph

Shapley-based measures are widely used for measuring variable importance in statistics and machine learning. However, these measures have a serious issue--a nonactive variable can…