In epidemiology, accurate diagnosis and prediction are essential for effective disease control and management. The AUC-ROC provides a single metric that summarizes the performance of a diagnostic test or predictive model across all possible thresholds. This is particularly valuable when comparing multiple models or tests to determine which one is more reliable for identifying disease cases.
