{ "significant_genes": { "Variable": [ "NOP56", "PRDX4", "RANGRF", "MTCL2", "DNAH17", "MAP2K6", "MED15", "RFPL2", "OXTR", "RNASE12", "SNRPN", "SNORD12C", "C19orf12", "ABCB4", "TRIL", "TMEM106C", "CHST13", "SLC30A5", "KRT38", "SUPT5H", "CLEC2D", "MIR630", "S1PR4", "HSPBAP1", "ESS2", "CNPY2", "LRFN3" ], "Coefficient": [ -0.045288337534430734, -0.039711636090058795, -0.0362745932255616, 0.03320327903475969, 0.03067604393645018, -0.026526620359770013, 0.02497405771653536, -0.024103433307122852, 0.023919686204875792, -0.02235245145665092, -0.02206305331090916, -0.019752152967212683, 0.019423138961844257, 0.0165752739699399, 0.01578702822193574, -0.013515340985714074, -0.01028768852701502, -0.00981156337196218, 0.006321636269042201, 0.005310107328787962, -0.005278209952120304, -0.004115346556218448, 0.0038598639652146086, 0.0018701778357351458, 0.0012722137058292409, -0.00038936567288336195, 0.00016033296698297954 ], "Absolute Coefficient": [ 0.045288337534430734, 0.039711636090058795, 0.0362745932255616, 0.03320327903475969, 0.03067604393645018, 0.026526620359770013, 0.02497405771653536, 0.024103433307122852, 0.023919686204875792, 0.02235245145665092, 0.02206305331090916, 0.019752152967212683, 0.019423138961844257, 0.0165752739699399, 0.01578702822193574, 0.013515340985714074, 0.01028768852701502, 0.00981156337196218, 0.006321636269042201, 0.005310107328787962, 0.005278209952120304, 0.004115346556218448, 0.0038598639652146086, 0.0018701778357351458, 0.0012722137058292409, 0.00038936567288336195, 0.00016033296698297954 ] }, "cv_performance": { "prediction": { "accuracy": 45.263157894736835, "precision": 49.03508771929824, "recall": 80.75757575757575, "f1": 58.60995326512567 }, "selection": { "precision": 7.052910052910052, "recall": 0.2746566791510611, "f1": 0.5282874975296545, "jaccard": 0.2648659535993023 } } }