Boundary-Aware Adversarial Filtering for Reliable Diagnosis under Extreme Class Imbalance

Yanxuan Yu, Michael S. Hughes, Julien Lee +2

We study classification under extreme class imbalance where recall and calibration are both critical, for example in medical diagnosis scenarios. We propose AF-SMOTE, a mathematica…