Marginal Contribution Feature Importance -- an Axiomatic Approach for The Natural Case

Amnon Catav, Boyang Fu, Jason Ernst +2

When training a predictive model over medical data, the goal is sometimes to gain insights about a certain disease. In such cases, it is common to use feature importance as a tool…