{ "significant_genes": { "Variable": [ "GLIS2", "BAK1", "PLSCR2", "HOXC9", "BHLHE23", "IPO7", "GTF2A1", "DNAJC14", "AVL9", "WEE1", "TMPRSS11E", "NFATC2", "LARP7", "ISM1", "LARS1", "DIO2", "CEP19", "HOMER1", "KLF15", "SERPIND1", "FAM161B", "TGIF1", "ZSCAN22", "IRAG1", "RSAD1", "FBXO38", "BCL6", "FOS", "SUPT3H", "VSIG1", "YIF1B", "SLC41A1", "CEP70", "MAPK8IP2", "KCNK12", "TANGO2", "ATP13A4", "STMN3", "CLIC6", "B3GNT5", "FCHO1", "CRIPTO3", "MVB12B" ], "Coefficient": [ -0.12101411492653759, -0.06769556673581496, 0.05619431934972204, -0.047338351818530064, -0.04499948022948925, 0.04223603791090894, 0.03991756244997017, -0.039415480716139956, 0.038251898857289864, 0.03430536981892694, 0.028074633014716514, 0.02767144651378078, 0.026642193330201788, 0.024806815585850864, 0.021695189477217984, 0.02005139463602669, -0.019240527429921495, 0.017070851098662142, 0.014932590126604152, 0.014349457889183622, 0.013683232465783237, 0.012627515265021204, -0.012447961217787308, 0.011305864388502788, 0.010306641436617851, 0.009357671789418024, 0.008764243010368121, 0.008112592887235348, 0.007577480840381073, 0.0065934298467506865, -0.006424188140938203, -0.005978495614819337, 0.005661939281240037, -0.005032220951000168, -0.004391155330655729, -0.003991096314831586, 0.0036041448020999707, -0.003118035490944483, 0.0028685323686963725, -0.0018503956438019932, -0.0018142739292350634, 0.0016593644228134414, -0.0002401861602459551 ], "Absolute Coefficient": [ 0.12101411492653759, 0.06769556673581496, 0.05619431934972204, 0.047338351818530064, 0.04499948022948925, 0.04223603791090894, 0.03991756244997017, 0.039415480716139956, 0.038251898857289864, 0.03430536981892694, 0.028074633014716514, 0.02767144651378078, 0.026642193330201788, 0.024806815585850864, 0.021695189477217984, 0.02005139463602669, 0.019240527429921495, 0.017070851098662142, 0.014932590126604152, 0.014349457889183622, 0.013683232465783237, 0.012627515265021204, 0.012447961217787308, 0.011305864388502788, 0.010306641436617851, 0.009357671789418024, 0.008764243010368121, 0.008112592887235348, 0.007577480840381073, 0.0065934298467506865, 0.006424188140938203, 0.005978495614819337, 0.005661939281240037, 0.005032220951000168, 0.004391155330655729, 0.003991096314831586, 0.0036041448020999707, 0.003118035490944483, 0.0028685323686963725, 0.0018503956438019932, 0.0018142739292350634, 0.0016593644228134414, 0.0002401861602459551 ] }, "cv_performance": { "prediction": { "accuracy": 93.33333333333334, "precision": 93.33333333333333, "recall": 86.66666666666666, "f1": 89.33333333333333 }, "selection": { "precision": 2.302521008403361, "recall": 0.2366863905325444, "f1": 0.42924269941480003, "jaccard": 0.2151986783757934 } } }