What are Receiver Operating Characteristic (ROC) Curves?
ROC curves are graphical plots that illustrate the diagnostic ability of a test. The curve plots sensitivity (true positive rate) against 1-specificity (false positive rate). The area under the ROC curve (AUC) provides a single measure of overall test performance; a higher AUC indicates better test quality.
