Table 5.

The classification performance on GU.

Brain region	PCA+Ridge				PCA+SVM				Bagging
	ACC	SEN	SPE	p	ACC	SEN	SPE	p	ACC	SEN	SPE	p
	(%)	(%)	(%)		(%)	(%)	(%)		(%)	(%)	(%)
IFGoperc.L	65.02	66.73	63.64	0.003	65.06	60.73	69.09	0.018	62.29	65.09	60.00	0.016
IFGoperc.R	66.02	60.55	70.91	0.007	67.92	60.73	74.55	0.008	66.15	64.55	67.27	0.007
ORBinf.L	67.01	62.91	70.91	0.0013	71.77	62.91	80.00	0.0003	68.92	68.73	69.09	0.0001
ROL.R	64.11	62.73	65.45	0.003	65.11	66.91	63.64	0.0005	62.34	63.09	61.82	0.006
OLF.R	66.10	62.91	69.09	0.003	68.18	63.63	72.72	0.0009	69.96	68.73	70.91	0.008
REC.R	64.24	61.27	67.27	0.001	66.66	70.00	63.63	0.008	63.38	66.73	60.00	0.001
INS.R	68.83	62.55	74.55	0.0005	67.97	61.09	74.55	0.0009	67.92	66.55	69.09	0.004
IPL.L	67.92	68.55	67.27	0.0003	67.97	66.91	69.09	0.006	63.2	66.55	60.00	0.001
SMG.L	76.32	72.55	80.00	0.0001	75.41	70.73	80.00	0.0001	69.74	70.55	69.09	0.0005
SMG.R	70.74	70.55	70.91	0.0001	71.65	64.73	78.18	0.001	65.15	62.91	67.27	0.005
ANG.L	65.08	63.33	66.67	0.008	72.72	81.81	63.63	0.003	63.25	66.73	60.00	0.004
ANG.R	69.91	66.73	72.73	0.001	69.00	62.91	74.55	0.009	71.73	76.36	67.27	0.001
STG.L	70.78	66.73	74.55	0.0001	70.78	61.09	80.00	0.001	67.88	64.73	70.91	0.007
STG.R	65.15	60.73	69.09	0.001	67.06	62.91	70.91	0.0009	66.02	66.73	65.45	0.007
MTG.L	72.72	81.81	63.63	0.008	61.90	60.00	63.63	0.006	68.01	66.91	69.09	0.0001
MTG.R	62.21	62.73	61.82	0.003	66.06	60.91	70.91	0.002	68.83	68.55	69.09	0.002
ITG.L	62.39	60.68	63.64	0.01	66.15	60.73	70.91	0.01	64.2	66.73	61.82	0.001

ACC, Accuracy; SEN, Sensitivity; SPE, Specificity; p-The significant level of permutation test.