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AUC curve explained. #machinelearning #auc #auccurve #roc #classification
AUC - one number to summarize your ROC curve. A classification model is judged not just at one threshold, but across all thresholds. ROC curve shows the tradeoff between catching positives and avoiding false alarms. AUC takes that entire curve and compresses it into a single score. Range is 0 to 1. AUC =1→ Perfect model, top-left corner, TPR ...
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