ResearchBenchmarksSparse regression on Simulated GWAS High LD 50,000 SNPs, 25 significant SNPs (Sample size 100)Sparse regression on Simulated GWAS High LD 50,000 SNPs, 25 significant SNPs (Sample size 100)Follow251.52True PositivesPBR11.789674.0273136.265198.5027Oct 16, 2021Evaluation resultsMethodMethodLinksTrue PositivesFalse PositivesPBRHyper-parameter tuning...Hyper-parameter tuning=Out-of-sample Mean Square Error (MSE)2021.10251.5211.03ENetHyper-parameter tuning...Hyper-parameter tuning=Cross-validation with minimum MSE+1SE2021.10203.4741.41LassoHyper-parameter tuning...Hyper-parameter tuning=Cross-validation with minimum MSE+1SE2021.1021.0110.93