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Metrics for diagnostic test validation. (A) Example confusion matrix from which the common metrics (accuracy, sensitivity, and specificity) can be calculated. (B) ROC graph showing a perfect ROC curve (orange line), and example ROC curve (blue line), and the diagonal indicating a random classification model (random guess and black dotted line).
