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

Table 3

Summary of the best performance indices for the three complexity measures.

Method	TsEn		HFD		LZC
Feature	Delta	Theta	Theta	Alpha	Theta
EEG channel	T4, O1, O2	F4	C4	T5, P3	C3
Sen.%	85.71	85.71	66.67	66.67	100
Spec.%	84.62	84.62	100	100	92.31
Acc.%	85	85	80	80	95
-measure%	80	80	80	80	93.33
Error rate	0.15	0.15	0.2	0.2	0.05
MCC	0.685	0.685	0.667	0.667	0.9
FPR%	15.38	15.38	0	0	7.69
FNR%	14.29	14.29	33.33	33.33	0
PPV%	75	75	100	100	87.5
NPV%	91.67	91.67	66.67	66.67	100