Fig. 5

Evaluation of classifier performance. Receiver operating characteristics (ROC) curves of (a) classification performance from leave-one-patient-out (LOPO) cross-validation and (b) validation on independent test set. The asterisk on each ROC curve corresponds to the prospectively defined decision boundary of each proposed model