Beyond Importance Scores: Interpreting Tabular ML by Visualizing Feature Semantics

Amirata Ghorbani, Dina Berenbaum, Maor Ivgi +2

Interpretability is becoming an active research topic as machine learning (ML) models are more widely used to make critical decisions. Tabular data is one of the most commonly used…