Figure 5. Random forest classifier performance.
For both classifiers, the confusion matrix and receiver operating characteristic (ROC) curve are displayed. For both classifiers, the potential for classification could not be attributed to chance, and the p-value was significant. AUC, area under the curve; MRI, magnetic resonance imaging.