ResearchBenchmarksSparse Regression on Simulated GWAS High LD 50,000 SNPs, 25 significant SNPs (Sample size 1000)Follow25,000True Positives Rate (TP Rate)ENet2,214.648,130.0714,045.519,960.93Oct 16, 2021Evaluation ResultsMethodMethodLinksTrue Positives Rate (TP Rate)False Positives Rate (FP Rate)ENetHyper-parameter tuning...Hyper-parameter tuning=Cross-validation with minimum MSE+1SE2021.1025,00010PBRHyper-parameter tuning...Hyper-parameter tuning=Out-of-sample Mean Square Error (MSE)2021.1025,0000LassoHyper-parameter tuning...Hyper-parameter tuning=Cross-validation with minimum MSE+1SE2021.103,0910