ROC AUC

Also: area under the ROC curve

The probability that a randomly chosen positive example is scored above a randomly chosen negative one. It measures ranking quality across all thresholds, independent of where you eventually set one.

A definition is not an understanding. This is taught properly in Choosing the metric that matches the cost of being wrong, part of Model evaluation & metrics.

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