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AUC grades a classifier across every threshold at once, in one number. AUC is the area under the ROC curve. It's the probability the model ranks a random positive above a random negative: 1.0 is perfect, 0.5 is a coin flip, and it's threshold-independent. The ROC curve plots true-positive rate against false-positive rate as you sweep the ...
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