Receiver Operating Characteristics curves of the three final Simpson index (D) classes.

The diagonal line (black thin) represents the behaviour of a random classifier. The iso-performance line (black bold) embodies all the points subject to trade-off between true positive (benefits) and false positive (costs), in the ROC space. The confusion matrix is depicted on the bottom right corner.