Correcting Performance Estimation Bias in Imbalanced Classification with Minority Subconcepts
arXiv:2604.26024v1 Announce Type: cross
Abstract: Class-level evaluation can conceal substantial performance disparities across subconcepts within the same class, causing models that perform well on average to fail on specific subpopulations. Prior wo…