ROC Curve (Receiver Operating Characteristic)
What the curve shows, why it is invariant to prevalence-only shifts and strictly increasing rescaling, and where that invariance becomes a blind spot.
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Partial AUC (pAUC)
A pAUC that normalizes to 0.5 can be ten times better than chance. Where the baseline actually sits, and how to standardize properly.