Table 2 Classification of schizophrenia.

Model	Class	Accuracy	AUC	Precision	Recall	F1-score
I.SCZ	CTRL	0.913 ± 0.004	0.974 ± 0.002	0.912 ± 0.005	0.915 ± 0.004	0.914 ± 0.004
I.SCZ	SCZ			0.915 ± 0.004	0.912 ± 0.005	0.913 ± 0.005
II.SCZ	CTRL	0.880 ± 0.005	0.956 ± 0.003	0.884 ± 0.004	0.875 ± 0.009	0.879 ± 0.006
II.SCZ	SCZ			0.876 ± 0.008	0.885 ± 0.003	0.881 ± 0.006
III.SCZ	CTRL	0.760 ± 0.007	0.843 ± 0.005	0.740 ± 0.014	0.802 ± 0.014	0.770 ± 0.006
III.SCZ	SCZ			0.784 ± 0.009	0.719 ± 0.023	0.749 ± 0.012
IV.SCZ	CTRL	0.710 ± 0.008	0.789 ± 0.011	0.713 ± 0.014	0.702 ± 0.005	0.707 ± 0.007
IV.SCZ	SCZ			0.706 ± 0.005	0.718 ± 0.020	0.712 ± 0.012

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