Figure 2. Receiver-operator characteristics (ROC) curve for BMI, upper back measurement site and arms compartment of women.

The curve describes the association between sensitivity and specificity at different thresholds. ROC curves that approach the upper leftmost corner represent highly accurate classifiers.