most citedNon-Transitivity of the Win Ratio and the Area Under the Receiver Operating Characteristics Curve (AUC): a case for evaluating the strength of stochastic comparisons

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cs.LG2026

Local Discrimination of Binary Classifiers via Localized AUC Functional

Wenye Ren, Anna Győrffy-Kerekes, Tancredi Dorsi +1

Risk prediction models are frequently evaluated with AUC, which means that during evaluation we are blind to performance heterogeneity, which could lead to bad decision-making in c…