Table 3.

Performances of unimodal and multimodal classification.

Modality	Classifier	AUC	ACC	Sensitivity	Specificity	F1-score
sMRI	LSVM	0.562	0.556	0.515	0.596	0.532
	RBFSVM	0.564	0.544	0.473	0.616	0.501
	RF	0.537	0.533	0.497	0.570	0.511
dMRI	LSVM	0.600	0.577	0.446	0.710	0.503
	RBFSVM	0.577	0.567	0.483	0.650	0.518
	RF	0.568	0.552	0.528	0.575	0.534
rsfMRI	LSVM	0.622	0.603	0.531	0.675	0.567
	RBFSVM	0.655	0.616	0.602	0.628	0.605
	RF	0.653	0.617	0.595	0.639	0.603
Multimodal	LSVM	0.664	0.629	0.565	0.696	0.598
	RBFSVM	0.668	0.611	0.599	0.623	0.602
	RF	0.636	0.596	0.590	0.602	0.590
	MKL	0.698	0.643	0.609	0.676	0.626

The bold values are the best AUC in all unimodal settings and the globally best metrics.