{ "significant_genes": { "Variable": [ "KDM4D", "DNAJC28", "MED18", "SLC12A6", "NFX1", "GRB14", "GASK1B", "ASPHD1", "ZNF239", "SULF1", "HSPB2", "ZFP2", "A4GALT", "CES1", "FARS2", "SLC2A1", "EPCAM", "POP1", "IL33", "VIPR2", "PLK4", "LCMT2", "MMP15", "PDZRN4", "MC4R", "ERVK3-2", "POU5F1P3", "SLC26A4", "COMT", "CA8", "FBXO9", "ZNF37BP", "PURG", "PSMD5", "C11orf71", "DGKD", "ARID5A", "SPHK1", "IL12A", "GAL3ST4", "HSF1", "RAB27B" ], "Coefficient": [ -0.16124096194190984, -0.09683121474521703, -0.05926636319551026, -0.05902113545492838, -0.04749906523541342, 0.04726974575963207, -0.04582474523667822, 0.045055827810033665, -0.04217906509731372, -0.04181822998525794, -0.04150374623965017, -0.037682169761278556, 0.0345179102808074, 0.031277433564697435, -0.027372673713868298, 0.026370212726242286, 0.023804162030418075, -0.023630429581056375, -0.023525615852529175, -0.02293702969388887, -0.02047250044269228, -0.020384019197026, 0.0194730405612638, -0.018392430653315937, -0.01762536589344847, -0.010881627616480195, -0.010146821062872327, -0.009768429384676425, 0.00940998535077473, -0.00832226039918985, -0.007973485342091592, -0.007139376167192684, -0.006883601180747798, -0.006711052336366908, -0.006464965725020248, 0.006318285739169123, 0.004272961288613306, 0.0025910794736510962, 0.0021081089255861425, -0.0019351784181200248, 0.0008948108992697518, -8.175062283379196e-05 ], "Absolute Coefficient": [ 0.16124096194190984, 0.09683121474521703, 0.05926636319551026, 0.05902113545492838, 0.04749906523541342, 0.04726974575963207, 0.04582474523667822, 0.045055827810033665, 0.04217906509731372, 0.04181822998525794, 0.04150374623965017, 0.037682169761278556, 0.0345179102808074, 0.031277433564697435, 0.027372673713868298, 0.026370212726242286, 0.023804162030418075, 0.023630429581056375, 0.023525615852529175, 0.02293702969388887, 0.02047250044269228, 0.020384019197026, 0.0194730405612638, 0.018392430653315937, 0.01762536589344847, 0.010881627616480195, 0.010146821062872327, 0.009768429384676425, 0.00940998535077473, 0.00832226039918985, 0.007973485342091592, 0.007139376167192684, 0.006883601180747798, 0.006711052336366908, 0.006464965725020248, 0.006318285739169123, 0.004272961288613306, 0.0025910794736510962, 0.0021081089255861425, 0.0019351784181200248, 0.0008948108992697518, 8.175062283379196e-05 ] }, "cv_performance": { "prediction": { "accuracy": 71.42857142857143, "precision": 75.0, "recall": 65.0, "f1": 68.33333333333333 }, "selection": { "precision": 3.968412539841111, "recall": 0.391304347826087, "f1": 0.7119715640354352, "jaccard": 0.35812002004000176 } } }