ArxCafe / ML Engineering / Layer 0 / Part 6 / ROC & AUC

Book 0 · Part 6

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ROC & AUC

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Core idea

ROC curves vary the threshold; AUC summarizes ranking quality, not calibration.

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Part 6 — Metrics Next: Calibration →