ResearchBenchmarksSparse 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