Table 4.

Information value analysis for Subj1 in comparison with Subj1_surrogate.

EEG data states	Subj1_surrogate			Subj1			Subj1 details
	% of dataset	Average IV	% with IV ≥0.4	% of dataset	Average IV	% with IV ≥0.4	% of features with IV ≥0.4 from all features in group
							Delta	Theta	Alpha	Beta	Gamma	PSD	PSD ratios	Coherence	PLV	Coh index	PLV index
State 1	7	0.07	0	9	0.97	61	67	70	52	58	60	72	79	64	42	74	62
State 2	10	0.06	0	18	0.31	17	16	13	4	15	35	36	22	20	10	20	15
State 3	11	0.06	0	20	0.35	30	19	25	59	19	28	48	40	27	19	37	41
State 4	12	0.04	0	7	0.53	52	58	51	53	57	43	49	50	55	38	60	75
State 5	13	0.04	0	12	0.56	45	21	65	74	34	33	76	61	42	31	55	50
State 6	9	0.06	0	10	0.68	48	17	64	74	49	37	56	50	52	37	63	48
State 7	11	0.05	0	7	0.55	49	39	56	63	51	37	39	41	58	34	69	54
State 8	11	0.05	0	11	0.43	35	15	48	54	29	29	65	48	35	19	36	47
State 9	16	0.04	0	7	0.37	35	43	37	36	29	33	31	30	39	25	53	38