Auc Measures Ranking, Not Calibration
I remember sitting in a windowless lab during my postdoc, staring at a training log that claimed a near-perfect 0.99 AUC for a fraud detection model. My supervisor was ready to celebrate, but I couldn’t shake the feeling that something…
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