Reducing Class Bias In Data-Balanced Datasets Through Hardness-Based Resampling

Pawel Pukowski, Venet Osmani

Class-bias, that is class-wise performance disparities, is typically attributed to data imbalance and addressed through frequency-based resampling. However, we demonstrate that sub…