{ "significant_genes": { "Variable": [ "COPS3", "PTRH2", "TTC21B", "BET1", "NSD1", "TCEAL8", "TMC4", "KAZALD1", "AP3B1", "TP53I3", "INTS9", "PRKAG3", "LSM1", "SUPT16H", "PSG8", "S100A9", "DDX11L9", "PKP1", "CHM", "GBA1LP", "IL17REL", "SLC46A1", "PHTF2", "PAIP2B", "SYT12", "IRF1", "FASTKD1", "DKK3", "WHAMMP2", "LAMA3", "HOXA9", "TGFB2", "RHOA", "EGR1", "OTULIN", "RAB11FIP4", "CARD17P", "URGCP", "RARRES1", "GSTO1", "NEO1", "ISG20", "LIPA", "SPX", "MBD3", "HSD17B11", "IFIH1", "AHSP", "MALSU1", "GPC2", "LZTS2", "MARCHF9", "FAM177A1", "GCLC", "RPL14", "SNORD36A", "RAB21", "SNAR-I", "GPAT2", "PROCR", "LRRD1", "MRTO4", "C19orf53", "SELENOW", "GEMIN4", "CLIP4", "ARSI", "ZNF33B", "ARID3A", "PSCA", "RSAD2", "TREM1", "H1-10", "HFE", "TPTE2", "SLC7A6OS", "CYREN", "TUSC2", "GNL3", "PAGE2", "ANK1", "TRAPPC12", "GGCX", "ZFYVE19", "LHFPL2", "ATP5F1C", "GLI2", "C12orf57", "INKA2", "CSKMT", "SAA1", "PTPN12", "WRAP73", "RINT1", "CFC1", "SMPD2", "H4C4", "FABP4", "CBLN3", "ANKZF1", "PNRC2", "ACAN", "C4B", "TGM2", "GNG5", "CCDC106", "GSPT2", "ETAA1" ], "Coefficient": [ -0.05353261767357494, 0.044966183950559784, 0.03909439502593331, -0.032818268465730764, 0.025635695932270545, -0.02109772484063974, -0.020819370740010612, 0.02037761621212191, 0.019823189780828945, -0.019582660190343326, -0.019058265993635755, -0.015744637415990508, 0.015464288914441923, 0.014777236852339184, 0.013969323809304284, 0.013763293006321621, 0.013718319103358509, 0.012883971032350172, -0.012807927889146342, 0.012645907984486851, 0.012321443203365682, -0.01201660644970576, -0.010625381111388105, 0.010622450737413067, 0.010302950776222636, 0.009805035390590132, -0.009799175707339115, -0.009019756360447106, 0.008153097820748655, -0.008141558985445614, -0.007782520192814473, -0.0077514723235220465, -0.0076657506397099185, -0.007619409943274587, -0.006898830423005736, 0.006630543171357334, 0.006407877320713257, 0.006259454173786676, 0.006195882266670413, 0.005900578396410638, -0.005864176291290416, 0.00561910174778564, 0.005567197110523911, -0.005185197567167819, -0.005171977078876185, 0.005020057350007528, 0.004934808160333844, 0.004686398989136408, 0.0046493292325535, 0.004443526478604249, -0.004406208400498327, -0.0041404790747216706, 0.004133354433133756, -0.003907852623979313, 0.0038335991017301825, -0.0036781081844818853, 0.0036106957753692767, -0.003595799494482374, -0.0035531851848224064, 0.003502480863607861, 0.0034640529501905335, 0.003302071475048187, 0.0032346712753153982, 0.0032050333364230157, -0.003096899567746007, 0.002934557497472962, 0.002795456422682677, -0.0027230926941649142, -0.0026981177756328673, -0.0026966385883695843, 0.0026537494950928807, 0.0025713048856281333, 0.00235480126670887, 0.002317355400303509, -0.002237343096134137, 0.0022209387165604126, -0.0021507882398363824, 0.0021212768000626178, -0.001964128934988211, 0.0018969491159752311, 0.0018859328168411415, -0.0018259911652626377, 0.0016846423871274719, 0.0014863482751082773, 0.0014776126987636794, -0.0012191688344966977, -0.001168721224570505, -0.0011463736962300435, -0.0008606428147963884, 0.0007202711552801147, -0.0007130644591182084, 0.0006815075098118002, -0.0006739899158961316, -0.0006135968475886952, -0.0005522728361730493, -0.00048669502126340357, 0.00047876177434674777, 0.00036479992472381576, -0.00021705959739507272, -0.0001825904146567619, 0.0001759195371819474, 0.00016629951458003276, 0.00015910596100963828, 7.49515099479801e-05, 7.10544806330943e-05, -5.99580575317619e-05, -2.1694545547901785e-05, -4.047059680471594e-06 ], "Absolute Coefficient": [ 0.05353261767357494, 0.044966183950559784, 0.03909439502593331, 0.032818268465730764, 0.025635695932270545, 0.02109772484063974, 0.020819370740010612, 0.02037761621212191, 0.019823189780828945, 0.019582660190343326, 0.019058265993635755, 0.015744637415990508, 0.015464288914441923, 0.014777236852339184, 0.013969323809304284, 0.013763293006321621, 0.013718319103358509, 0.012883971032350172, 0.012807927889146342, 0.012645907984486851, 0.012321443203365682, 0.01201660644970576, 0.010625381111388105, 0.010622450737413067, 0.010302950776222636, 0.009805035390590132, 0.009799175707339115, 0.009019756360447106, 0.008153097820748655, 0.008141558985445614, 0.007782520192814473, 0.0077514723235220465, 0.0076657506397099185, 0.007619409943274587, 0.006898830423005736, 0.006630543171357334, 0.006407877320713257, 0.006259454173786676, 0.006195882266670413, 0.005900578396410638, 0.005864176291290416, 0.00561910174778564, 0.005567197110523911, 0.005185197567167819, 0.005171977078876185, 0.005020057350007528, 0.004934808160333844, 0.004686398989136408, 0.0046493292325535, 0.004443526478604249, 0.004406208400498327, 0.0041404790747216706, 0.004133354433133756, 0.003907852623979313, 0.0038335991017301825, 0.0036781081844818853, 0.0036106957753692767, 0.003595799494482374, 0.0035531851848224064, 0.003502480863607861, 0.0034640529501905335, 0.003302071475048187, 0.0032346712753153982, 0.0032050333364230157, 0.003096899567746007, 0.002934557497472962, 0.002795456422682677, 0.0027230926941649142, 0.0026981177756328673, 0.0026966385883695843, 0.0026537494950928807, 0.0025713048856281333, 0.00235480126670887, 0.002317355400303509, 0.002237343096134137, 0.0022209387165604126, 0.0021507882398363824, 0.0021212768000626178, 0.001964128934988211, 0.0018969491159752311, 0.0018859328168411415, 0.0018259911652626377, 0.0016846423871274719, 0.0014863482751082773, 0.0014776126987636794, 0.0012191688344966977, 0.001168721224570505, 0.0011463736962300435, 0.0008606428147963884, 0.0007202711552801147, 0.0007130644591182084, 0.0006815075098118002, 0.0006739899158961316, 0.0006135968475886952, 0.0005522728361730493, 0.00048669502126340357, 0.00047876177434674777, 0.00036479992472381576, 0.00021705959739507272, 0.0001825904146567619, 0.0001759195371819474, 0.00016629951458003276, 0.00015910596100963828, 7.49515099479801e-05, 7.10544806330943e-05, 5.99580575317619e-05, 2.1694545547901785e-05, 4.047059680471594e-06 ] }, "cv_performance": { "prediction": { "accuracy": 94.99999999999999, "precision": 0.0, "recall": 0.0, "f1": 0.0 }, "selection": { "precision": 6.71736696258728, "recall": 1.845238095238095, "f1": 2.893696719853526, "jaccard": 1.4691287948145164 } } }