ResearchBenchmarksSparse regression on Simulated GWAS Mixed LD 50,000 SNPs, 25 significant SNPs (Sample size 100)Sparse regression on Simulated GWAS Mixed LD 50,000 SNPs, 25 significant SNPs (Sample size 100)Follow242.03Correct IdentificationsPBR12.522872.1064131.69191.2736Oct 16, 2021Evaluation resultsMethodMethodLinksCorrect IdentificationsFalse PositivesPBRHyper-parameter tuning...Hyper-parameter tuning=Out-of-sample Mean Square Error (MSE)2021.10242.0321.24ENetHyper-parameter tuning...Hyper-parameter tuning=Cross-validation with minimum MSE+1SE2021.10161.4720.35LassoHyper-parameter tuning...Hyper-parameter tuning=Cross-validation with minimum MSE+1SE2021.1021.3510.68