Table 1.

Resubmission errors, cross-validation errors and area under the curves from simulated data including 10 SNPs and 1000 subjects using four different classifiers of logistic regression, classification trees, random forests, and logic regression.

	Variables identified	Resubmission Error	Cross- validation error	AUC
Logistic Regression	snp1&snp2	0.3350	0.3481	0.6836
	snp1&snp4
	snp2&snp3
	snp2&snp4
	snp3&snp4
Classification Trees	snp1&snp4&snp10	0.3250	0.3257	0.6853
	snp1&snp2
	snp1&snp10
Logic Regression	snp1&snp2	0.2880	0.3220	0.7110
	snp3&snp4
Random Forests	snp1&snp2	0.2200	0.2224	0.8795
	snp3&snp4