most citedABROCA Distributions For Algorithmic Bias Assessment: Considerations Around Interpretation

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cs.LG2024

On Fixing the Right Problems in Predictive Analytics: AUC Is Not the Problem

Ryan S. Baker, Nigel Bosch, Stephen Hutt +2

Recently, ACM FAccT published an article by Kwegyir-Aggrey and colleagues (2023), critiquing the use of AUC ROC in predictive analytics in several domains. In this article, we offe…