Table 7.

Prediction model using all significant SNPs

	AUC	Sens	Spec	Prec	F1
logistic	0.68	0.74	0.586	0.297	0.424
random forest	0.8	0.675	0.788	0.43	0.525
adaboost	0.82	0.764	0.732	0.403	0.528
Neural network	0.8	0.748	0.74	0.405	0.526

AUC, area under curve; Sens, sensitivity; Spec, specificity; Prec, precision value; F1, F1 score