Complexity Measures for Quantifying Changes in Electroencephalogram in Alzheimer’s Disease

Table 1

TsEn performance for whole EEG record.

EEG channel	Sen.%	Spec.%	Acc.%	-measure%	Error rate	MCC	FPR%	FNR%	PPV%	NPV%
Fp1	43.75	75.00	50.00	58.33	0.50	0.153	25.00	56.25	87.50	25.00
Fp2	46.67	80.00	55.00	60.87	0.45	0.236	20.00	53.33	87.50	33.33
F7	46.67	80.00	55.00	60.87	0.45	0.236	20.00	53.33	87.50	33.33
F3	43.75	75.00	50.00	58.33	0.50	0.153	25.00	56.25	87.50	25.00
FZ	44.44	100.00	50.00	61.54	0.50	0.272	0.00	55.56	100.00	16.67
F4	44.44	100.00	50.00	61.54	0.50	0.272	0.00	55.56	100.00	16.67
F8	44.44	100.00	50.00	61.54	0.50	0.272	0.00	55.56	100.00	16.67
T3	37.50	50.00	40.00	50.00	0.60	−0.102	50.00	62.50	75.00	16.67
C3	35.71	50.00	40.00	45.45	0.60	−0.134	50.00	64.29	62.50	25.00
CZ	42.11	100.00	45.00	59.26	0.55	0.187	0.00	57.89	100.00	8.33
C4	44.44	100.00	50.00	61.54	0.50	0.272	0.00	55.56	100.00	16.67
T4	35.29	33.33	35.00	48.00	0.65	−0.229	66.67	64.71	75.00	8.33
T5	33.33	50.00	40.00	40.00	0.60	−0.167	50.00	66.67	50.00	33.33
P3	28.57	33.33	30.00	36.36	0.70	−0.356	66.67	71.43	50.00	16.67
PZ	37.50	50.00	40.00	50.00	0.60	−0.102	50.00	62.50	75.00	16.67
P4	35.71	50.00	40.00	45.45	0.60	−0.134	50.00	64.29	62.50	25.00
T6	26.67	20.00	25.00	34.78	0.75	−0.471	80.00	73.33	50.00	8.33
O1	27.27	44.44	35.00	31.58	0.65	−0.287	55.56	72.73	37.50	33.33
O2	30.00	50.00	40.00	33.33	0.60	−0.204	50.00	70.00	37.50	41.67