Does EEG Montage Influence Alzheimer's Disease Electroclinic Diagnosis?

Table 1

Accuracy, sensitivity, and specificity rates for each montage. Best results in bold and worst results in italic.

	Support Vector Machines			Logistic Regression
	Accuracy (%)	Sensitivity (%)	Specificity (%)	Accuracy (%)	Sensitivity (%)	Specificity (%)
	Bipolar Counterpart			Bipolar Counterpart
Epochs	81,32 ± 28,00	89,43 ± 20,92	66,46 ± 33,84	82,13 ± 20,86	86,93 ± 17,49	73,33 ±24,32
Patient	85,29	90,91	75,00	91,18	95,45	83,33
	Longitudinal Bipolar			Longitudinal Bipolar
Epochs	72,72 ± 36,80	84,09 ± 27,52	51,88 ± 43,39	66,03 ± 35,76	75,45 ± 31,42	48,75 ± 38,04
Patient	79,41	90,91	58,33	64,71	72,73	50,00
	Crossed Bipolar			Crossed Bipolar
Epochs	69,19 ± 37,60	80,23 ± 32,40	48,96 ± 39,32	65,07 ± 36,09	76,59 ± 33,23	43,96 ± 32,36
Patient	64,71	81,82	41,67	67,65	77,27	50,00
	Biauricular Reference			Biauricular Reference
Epochs	70,07 ± 36,81	85,57 ± 23,12	41,67 ± 41,03	66,32 ± 32,50	76,14 ± 28,05	48,33 ± 33,50
Patient	76,47	95,45	41,67	67,65	81,82	41,67
	Cz Reference			Cz Reference
Epochs	70,22 ± 37,70	81,36 ± 31,15	49,79 ± 41,33	71,62 ± 28,37	80,45 ± 24,64	55,42 ± 28,52
Patient	70,59	81,82	50,00	73,53	86,36	50,00