The receiver operating characteristic (ROC) curve is a measure of diagnostic efficiency, which is obtained by graphically plotting a series of true positive rates (sensitivity) against false positive rates (1 – specificity) for a binary outcome system. The ROC curve is a method to visualize the performance of a test with binary outcomes (+ / -) graphically. The area under the ROC (AUROC) curve is equal to the … Continue reading Diagnostic Efficiency