Subgroup Performance Analysis in Hidden Stratifications

Alceu Bissoto, Trung-Dung Hoang, Tim Flühmann +3

Machine learning (ML) models may suffer from significant performance disparities between patient groups. Identifying such disparities by monitoring performance at a granular level…