Table 3.

Area under the curve (AUC) value of machine learning models utilizing logistic regression (P <0.01) as feature selection method.

No. of SNPs	SVM		Random forest
	Test sample	Independent test sample	Test sample	Independent test sample
10	0.552	0.563	0.528	0.549
100	0.686	0.648	0.636	0.601
500	0.721	0.720	0.665	0.667
1,000	0.742	0.738	0.681	0.673
1,500	0.764	0.755	0.708	0.669
2,000	0.785	0.764	0.708	0.677