Fig. 6.

Left: The currents distances (see [17] for a full description of this distance measure) plotted for all subjects with controls shown in blue, ARVC shown in red. Crosses denote misclassified subjects (i.e. controls misclassified as ARVC, ARVC misclassified as controls) from the classifier trained on the currents distance measures in a leave-one-out protocol. The line that divides the predicted groups is shown in black. Right: The ROC curve from the classification (blue line) and predictive accuracy that would result from random guess (dashed diagonal black line)