A Receiver Operating Characteristic (ROC) Curve plots the true positive rate against the false positive rate for various classification thresholds. It visualizes the trade-off between sensitivity (TPR) and specificity (1 – FPR). The Area Under the Curve (AUC) is often used as a single metric of performance.