ResearchBenchmarksSparse Regression on Simulated GWAS High LD 50,000 SNPs, 25 significant SNPs (Sample size 1000)Sparse 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