Understanding the Size of the Feature Importance Disagreement Problem in Real-World Data
Feature importance can be used to gain insight in prediction models. However, different
feature importance methods might result in different generated explanations, which has …
feature importance methods might result in different generated explanations, which has …
Shapley Curves: A Smoothing Perspective
This article fills the limited statistical understanding of Shapley values as a variable
importance measure from a nonparametric (or smoothing) perspective. We introduce …
importance measure from a nonparametric (or smoothing) perspective. We introduce …