ABROCA Distributions For Algorithmic Bias Assessment: Considerations Around Interpretation

Conrad Borchers, Ryan S. Baker

Algorithmic bias continues to be a key concern of learning analytics. We study the statistical properties of the Absolute Between-ROC Area (ABROCA) metric. This fairness measure qu…