Table 2.

Performance evaluation of PheLEx in improving GWAS discovery

Misclassification	Median AUC ROCa		Median AUC PRb
	Simulated Misclassified phenotype	PheLEx corrected phenotype	Simulated Misclassified phenotype	PheLEx corrected phenotype
0% (no misclassification)	0.701	0.697	0.0769	0.0739
1%	0.696	0.696	0.0710	0.0720
3%	0.686	0.688	0.0625	0.0651
5%	0.680	0.681	0.0527	0.0553
8%	0.669	0.669	0.0428	0.0458
10%	0.661	0.663	0.0359	0.0403

^aAUC ROC = Area under Receiver Operating Characteristic curve

^bAUC PR = Area under Precision Recall curve