ResearchBenchmarksSparse regression on Simulated GWAS Low LD 50,000 SNPs, 25 significant SNPs (Sample size 100)Sparse regression on Simulated GWAS Low LD 50,000 SNPs, 25 significant SNPs (Sample size 100)Follow233.07Correct Identifications CountPBR44.88293.7385142.595191.4515Oct 16, 2021Evaluation resultsMethodMethodLinksCorrect Identifications CountFalse Positives CountPBRHyper-parameter tuning...Hyper-parameter tuning=Out-of-sample Mean Square Error (MSE)2021.10233.0731.47ENetHyper-parameter tuning...Hyper-parameter tuning=Cross-validation with minimum MSE+1SE2021.10173.5152.06LassoHyper-parameter tuning...Hyper-parameter tuning=Cross-validation with minimum MSE+1SE2021.1052.1220.59