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The ROC-AUC Paradox: When Your Model Gets Worse but the Metric Improves

Valeriy Manokhin's avatar
Valeriy Manokhin
Mar 08, 2026
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ROC-AUC is one of the most commonly reported metrics in machine learning.

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