Table 5.

Classification of controls and patients diagnosed with schizophrenia, bipolar and major depression

Model	Class	Accuracy*	AUC**	Precision	Recall	F1-score
V.I.4C	CTRL	0.911 ± 0.009	0.986 ± 0.015	0.856 ± 0.076	0.821 ± 0.065	0.834 ± 0.008
	SCZ			0.938 ± 0.025	0.942 ± 0.044	0.939 ± 0.012
	BIP			0.954 ± 0.022	0.932 ± 0.054	0.941 ± 0.023
	MDD			0.907 ± 0.026	0.948 ± 0.041	0.926 ± 0.009
V.M.4C	CTRL	0.938 ± 0.003	0.990 ± 0.010	0.914 ± 0.024	0.841 ± 0.029	0.875 ± 0.008
	SCZ			0.942 ± 0.007	0.962 ± 0.013	0.952 ± 0.003
	BIP			0.959 ± 0.015	0.972 ± 0.010	0.965 ± 0.004
	MDD			0.936 ± 0.015	0.977 ± 0.006	0.956 ± 0.005
V.NI.4C	CTRL	0.850 ± 0.017	0.960 ± 0.041	0.733 ± 0.064	0.659 ± 0.046	0.690 ± 0.016
	SCZ			0.823 ± 0.013	0.857 ± 0.057	0.838 ± 0.023
	BIP			0.902 ± 0.011	0.927 ± 0.039	0.914 ± 0.016
	MDD			0.938 ± 0.006	0.956 ± 0.018	0.947 ± 0.010
V.IV.4C	CTRL	0.861 ± 0.003	0.961 ± 0.041	0.768 ± 0.013	0.655 ± 0.029	0.706 ± 0.013
	SCZ			0.825 ± 0.009	0.868 ± 0.020	0.846 ± 0.007
	BIP			0.893 ± 0.011	0.944 ± 0.004	0.918 ± 0.005
	MDD			0.941 ± 0.008	0.976 ± 0.005	0.959 ± 0.003

^*:average categorical accuracy from all classes

^**:average AUC from all classes