A Comparative Analysis of Machine Learning Algorithms to Predict Alzheimer’s Disease

Table 1

OASIS dataset of proposed machine learning system.

Subject ID	MRI ID	Group	Visit	MR delay	M/F	Hand	Age	EDUC	SES	MMSE	CDR	eTIV	nWBV	ASF
OSA2_0001	OSA2_0001_MR1	Nondemented	1	0	M	R	87	14	2.0	27.0	0.0	1987	0.696	0.883
OSA2_0001	OSA2_0001_MR2	Nondemented	2	457	M	R	88	14	2.0	30.0	0.0	2004	0.681	0.876
OSA2_0002	OSA2_0001_MR1	Demented	1	0	M	R	75	12	NaN	23.0	0.5	1678	0.736	1.046
OSA2_0002	OSA2_0001_MR2	Demented	2	560	M	R	76	12	NaN	28.0	0.5	1738	0.713	1.010
OSA2_0002	OSA2_0001_MR	Demented	3	1895	M	R	80	12	NaN	22.0	0.5	1698	0.701	1.034