Optimize Roc Curves For Diagnostic Test Evaluation
The Receiver Operating Characteristic (ROC) curve graphically represents the relationship between sensitivity and 1-specificity at various threshold values. It allows us to visualize the trade-off between correctly identifying true positives and true negatives, providing a comprehensive evaluation of a diagnostic test’s performance. The area under the ROC curve (AUC) quantifies the overall accuracy of the…