Fair Feature Importance Scores for Interpreting Tree-Based Methods and Surrogates

Camille Olivia Little, Debolina Halder Lina, Genevera I. Allen

Across various sectors such as healthcare, criminal justice, national security, finance, and technology, large-scale machine learning (ML) and artificial intelligence (AI) systems…