Table 2. Results of AD vs. HC classification.

ADvs HC	Classifiers	AUC	ACC	SEN	SPE	PRE	F1	Cohen
CSC	KNN	84.25	81.35	85.51	80.54	79.72	86.45	0.8813
	MK-SVM	86.50	85.17	91.30	84.23	83.13	87.03	0.8095
HV+AN	KNN	87.45	83.32	91.55	87.12	94.30	90.97	0.9101
	MK-SVM	92.83	88.73	95.30	87.91	89.03	92.18	0.8502
Genetics (APoEε4)	KNN	80.05	77.21	83.30	79.75	85.13	87.50	0.8530
	MK-SVM	83.15	83.33	87.09	84.80	90.12	89.54	0.9305
Proposed Method	KNN	92.45	92.33	94.75	90.93	95.14	93.73	0.8580
	MK-SVM	94.30	94.33	95.40	96.50	92.71	93.02	0.9030