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ROC-AUC: construction and interpretation

What is ROC-AUC, how do you build the ROC curve, and what does the area mean probabilistically?

Answer as you would in an interview

Answer aloud or write down a few key points. The text field is optional; the review opens after your attempt.

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ROC-AUC: construction and interpretation — interview question — ML Mentor