What Role Does Receiver Operating Characteristic (ROC) Curve Play?
The ROC curve is a graphical representation of a test's diagnostic ability, plotting sensitivity against 1-specificity (false positive rate). It helps in evaluating the trade-offs between sensitivity and specificity at various threshold settings.