{ "significant_genes": { "Variable": [ "MAP2K1", "NRBF2", "FIS1", "ECI2", "NINJ1", "WBP1", "VPS8", "SZRD1", "EPRS1", "DDX39A", "COQ10A", "GSDMB", "SDHAP2", "ARHGAP45", "ITGB7", "TRAPPC11", "XKR8", "AHSA2P", "YWHAG", "PGLS", "WHR1", "CCR1", "ZFP36L1", "SIAH1", "EIF4E3", "APBA3", "FRMD8", "LMO2", "RILPL2", "RPL22", "PXN", "SNN", "CEACAM1", "DENND10", "NDUFA8", "CD8A", "MEF2D", "MAP3K11", "STAG2", "CAMP", "MOB3C", "NOP58", "COLGALT1", "MME", "PI3", "SNRPB2", "SULF2", "RPS26P11", "TBC1D2B", "ATP5F1C", "RASSF1", "NCOA6", "HAVCR2", "RSL1D1", "BSCL2", "CFD", "DENND2D", "KPNA1", "FCRL3", "TXNDC5", "DEGS1", "AKAP13", "NME2", "CHKB", "VWCE", "CAVIN2", "ERH", "IGBP1", "GSTM1", "ST6GALNAC4", "ICA1", "MYO9B", "EML4", "ZNF577", "LHPP", "THAP11", "GSTM2", "DENND6B", "CXCR4", "TRIM56", "DHRS1", "COPS5", "CD3E", "EIF4A3", "BHLHE40", "GMPR", "PAM", "LEPROT", "PPFIA1", "LSM7", "RNASE2", "LILRA3", "NELL2", "ITPKB", "MT1A", "TFG", "STAG3L3", "FN3KRP", "S100P", "OSBP", "PRAM1", "ZNF483", "PRICKLE4", "NRROS", "UNC45A", "RHBDL2", "GZMH", "DNAJA2", "DAP3", "RNA5S9", "SCFD1", "RFXANK", "NDUFS5", "CISD1", "PNPLA6", "NUDT1", "PI4KAP2", "MIS12", "ACAA1", "PPP3R1", "TMA7", "MAFB", "GFOD1", "ANAPC13", "NAAA", "SNRNP40", "WLS", "ITPR3", "LBH", "PECAM1", "HLA-C", "TNFAIP6", "CYP27A1", "RALBP1", "NIPA2", "DEFA1", "IFITM3", "HDAC2", "TMEM181", "H2BC21", "RPS4Y1", "IL18RAP", "NAPRT", "FPR1", "VTI1B", "DUSP18", "SLC31A2", "HLA-G", "CPSF3", "CCDC6", "SHMT2", "LPP", "PLIN2", "HBG2", "EPSTI1", "CIAO2A", "HERC5", "PTMA", "SIGLEC10", "CTSZ", "XAF1", "SKP1", "IL1RN", "TRIM22", "ZNF512", "C1QBP", "INTS4", "SLC38A1", "SRF", "CHST7", "RAD21", "FCRL2", "RNF20", "INF2", "SS18", "AKTIP", "HAX1", "PPP1CB", "SNHG5", "CBLL1", "CRISPLD2", "MXD4", "ERICH1", "UBE2J1", "KLRG1", "MIDEAS", "DERL1", "VASP", "CLEC12A", "MFSD5", "GBP4", "FOLR3", "SPI1", "POGK", "POLR2C", "CLINT1", "RPL23AP7", "UQCRHL", "LYST", "CD36", "TSPAN33", "CAT", "SVBP", "HLX", "OAZ2", "UPK3BL1", "PIK3IP1", "IL17RA", "DDIT4", "POLR3GL", "UPP1" ], "Coefficient": [ 10.230026234186248, -9.009919957427456, -8.125999493685914, 6.649514188933089, 5.9435593793578905, 5.614228929976606, 5.231181206580778, -5.192027490350705, 4.975673214320756, -4.896645804022319, -4.750645165444959, 4.663972364519617, -4.625028689304023, -4.6081155886406435, 4.482353340633349, 4.279239469171196, -4.183301707546674, -4.083569691766215, 4.018657732364229, 4.0125570365423435, -3.835145465486941, 3.765112306170842, -3.7094156842438064, 3.650147806627219, 3.645140219349577, -3.6134623183113597, 3.4829581975720494, 3.4821217172642878, 3.4058330568269857, 3.398623755803305, 3.3940745530857157, 3.389946451770948, -3.370918596696369, -3.1823400671761393, -3.149151675253969, 3.1256503568738494, -3.1012296007550937, 2.9462080878448385, 2.8044889518114813, 2.7885668428861208, 2.6682720233905917, -2.6449682473517186, -2.6371058429808207, 2.6092649868678675, -2.4850592394846918, -2.482711389294341, 2.4611010241409983, 2.413229388028316, 2.3521448048804223, -2.3338584221646927, -2.304323512373905, 2.2299236772088955, -2.187588340457823, -2.181381870936089, -2.1713162759868823, -2.170174784254679, 2.052958177116809, -1.9967793372132514, -1.9617190492990002, -1.907059847629831, 1.8855791393925212, -1.873289158143966, -1.8267946865019222, -1.813335092950245, 1.7946110687726173, 1.7916842331070417, 1.7827124524152942, 1.7779593507224416, -1.71476756145243, 1.7033754074640386, 1.6951315652889483, -1.686150045276786, 1.6826690096621788, -1.6581686925004584, 1.6535331449593385, -1.6535292001043151, -1.6226642293131097, -1.5988684960231447, 1.5845869169675058, 1.5744052248102753, 1.5587093039296258, 1.551043826063489, -1.5510206429520224, 1.5452356925373691, -1.536868610810415, -1.5234614921366236, -1.4662779251523235, 1.4073094637001942, 1.366850840126132, 1.357502984312834, 1.3232687123517006, -1.3122495721854206, 1.2987498442001935, 1.2883052616797699, -1.2883050959419475, -1.2703392727436584, -1.240823206247743, -1.2164440377401242, -1.2033061935659284, 1.1861207652201602, 1.1552164470301594, -1.1536845683932906, 1.139926935410292, -1.1153730000116784, -1.1044385303659765, 1.0809563662432087, 1.065150851282145, -1.0339321988151313, 1.029529183137994, 1.0075800760850402, -0.9849150655865918, 0.9843829747617052, -0.976213888694924, 0.9525472200186619, -0.9495234080383627, 0.936908538260934, 0.9337445872946626, 0.9217759105819007, 0.9183774964180148, 0.9183594289605473, 0.9088963658356368, -0.8857623378125231, -0.8851759569571963, 0.8829299053956852, 0.8771384752751163, 0.8713815813452818, 0.8689089954804872, -0.8657291132509736, 0.8629308624594656, 0.8455778406341519, 0.806117109328479, 0.8050683584021653, 0.8043536713399305, -0.7876355781218815, -0.7604229110768714, -0.756981342135864, -0.7540070921732333, -0.7299894112105939, -0.7222935628619506, 0.7190100434830047, -0.6882029790800338, -0.6853364068921727, -0.6824974151683524, -0.6824442884596498, -0.6654837036485286, 0.6610801371208104, 0.6597097457591214, -0.637312448079359, 0.6338322127182088, -0.5989461901443677, -0.5880608930062238, -0.5776571477927623, 0.5717619377511162, 0.5531093760555633, 0.5500020411832252, 0.546215531888926, 0.5181854414147441, 0.5135242927251887, -0.48885434576343395, 0.44504634267082366, -0.4410345073879764, -0.4387462171219323, -0.42859667558383463, -0.4016523939606541, 0.3987636325586527, -0.3933440680838879, 0.3838112542512789, 0.3812364450495026, -0.37015030771477464, 0.353579507562887, 0.33389298754969854, -0.3165016974215194, -0.2996667568582004, -0.29774775891375455, -0.284094441700641, 0.2583412326655716, 0.2564915806635181, -0.25226588431388464, 0.2474819785627171, 0.24684279144431884, 0.24306625149688468, -0.24016838508842703, 0.22190877857271288, 0.22038578100989065, 0.21850019376197186, 0.21278632323746946, 0.2069400832800299, -0.19971391448723325, -0.18895130287205453, -0.18533585963119467, -0.1847627221877388, -0.18422057069718528, -0.1758483441555684, 0.17557955805009914, -0.15190331996621595, 0.14099208654581988, -0.1007754219302993, 0.08081873997559401, 0.07424819448141365, -0.07222196080734798, 0.06474433524141981, 0.06392941042345111, -0.06143241504943778, -0.05019946202982264, 0.03796582339561467, 0.035912352889575845, 0.031828691124219786, 0.028081646906519927, 0.021297679316598515, -0.01265643006727909, -0.005763640957839415 ], "Absolute Coefficient": [ 10.230026234186248, 9.009919957427456, 8.125999493685914, 6.649514188933089, 5.9435593793578905, 5.614228929976606, 5.231181206580778, 5.192027490350705, 4.975673214320756, 4.896645804022319, 4.750645165444959, 4.663972364519617, 4.625028689304023, 4.6081155886406435, 4.482353340633349, 4.279239469171196, 4.183301707546674, 4.083569691766215, 4.018657732364229, 4.0125570365423435, 3.835145465486941, 3.765112306170842, 3.7094156842438064, 3.650147806627219, 3.645140219349577, 3.6134623183113597, 3.4829581975720494, 3.4821217172642878, 3.4058330568269857, 3.398623755803305, 3.3940745530857157, 3.389946451770948, 3.370918596696369, 3.1823400671761393, 3.149151675253969, 3.1256503568738494, 3.1012296007550937, 2.9462080878448385, 2.8044889518114813, 2.7885668428861208, 2.6682720233905917, 2.6449682473517186, 2.6371058429808207, 2.6092649868678675, 2.4850592394846918, 2.482711389294341, 2.4611010241409983, 2.413229388028316, 2.3521448048804223, 2.3338584221646927, 2.304323512373905, 2.2299236772088955, 2.187588340457823, 2.181381870936089, 2.1713162759868823, 2.170174784254679, 2.052958177116809, 1.9967793372132514, 1.9617190492990002, 1.907059847629831, 1.8855791393925212, 1.873289158143966, 1.8267946865019222, 1.813335092950245, 1.7946110687726173, 1.7916842331070417, 1.7827124524152942, 1.7779593507224416, 1.71476756145243, 1.7033754074640386, 1.6951315652889483, 1.686150045276786, 1.6826690096621788, 1.6581686925004584, 1.6535331449593385, 1.6535292001043151, 1.6226642293131097, 1.5988684960231447, 1.5845869169675058, 1.5744052248102753, 1.5587093039296258, 1.551043826063489, 1.5510206429520224, 1.5452356925373691, 1.536868610810415, 1.5234614921366236, 1.4662779251523235, 1.4073094637001942, 1.366850840126132, 1.357502984312834, 1.3232687123517006, 1.3122495721854206, 1.2987498442001935, 1.2883052616797699, 1.2883050959419475, 1.2703392727436584, 1.240823206247743, 1.2164440377401242, 1.2033061935659284, 1.1861207652201602, 1.1552164470301594, 1.1536845683932906, 1.139926935410292, 1.1153730000116784, 1.1044385303659765, 1.0809563662432087, 1.065150851282145, 1.0339321988151313, 1.029529183137994, 1.0075800760850402, 0.9849150655865918, 0.9843829747617052, 0.976213888694924, 0.9525472200186619, 0.9495234080383627, 0.936908538260934, 0.9337445872946626, 0.9217759105819007, 0.9183774964180148, 0.9183594289605473, 0.9088963658356368, 0.8857623378125231, 0.8851759569571963, 0.8829299053956852, 0.8771384752751163, 0.8713815813452818, 0.8689089954804872, 0.8657291132509736, 0.8629308624594656, 0.8455778406341519, 0.806117109328479, 0.8050683584021653, 0.8043536713399305, 0.7876355781218815, 0.7604229110768714, 0.756981342135864, 0.7540070921732333, 0.7299894112105939, 0.7222935628619506, 0.7190100434830047, 0.6882029790800338, 0.6853364068921727, 0.6824974151683524, 0.6824442884596498, 0.6654837036485286, 0.6610801371208104, 0.6597097457591214, 0.637312448079359, 0.6338322127182088, 0.5989461901443677, 0.5880608930062238, 0.5776571477927623, 0.5717619377511162, 0.5531093760555633, 0.5500020411832252, 0.546215531888926, 0.5181854414147441, 0.5135242927251887, 0.48885434576343395, 0.44504634267082366, 0.4410345073879764, 0.4387462171219323, 0.42859667558383463, 0.4016523939606541, 0.3987636325586527, 0.3933440680838879, 0.3838112542512789, 0.3812364450495026, 0.37015030771477464, 0.353579507562887, 0.33389298754969854, 0.3165016974215194, 0.2996667568582004, 0.29774775891375455, 0.284094441700641, 0.2583412326655716, 0.2564915806635181, 0.25226588431388464, 0.2474819785627171, 0.24684279144431884, 0.24306625149688468, 0.24016838508842703, 0.22190877857271288, 0.22038578100989065, 0.21850019376197186, 0.21278632323746946, 0.2069400832800299, 0.19971391448723325, 0.18895130287205453, 0.18533585963119467, 0.1847627221877388, 0.18422057069718528, 0.1758483441555684, 0.17557955805009914, 0.15190331996621595, 0.14099208654581988, 0.1007754219302993, 0.08081873997559401, 0.07424819448141365, 0.07222196080734798, 0.06474433524141981, 0.06392941042345111, 0.06143241504943778, 0.05019946202982264, 0.03796582339561467, 0.035912352889575845, 0.031828691124219786, 0.028081646906519927, 0.021297679316598515, 0.01265643006727909, 0.005763640957839415 ] }, "cv_performance": { "prediction": { "accuracy": 55.23809523809524, "precision": 40.841750841750844, "recall": 52.68360071301247, "f1": 44.25744209707344 }, "selection": { "precision": 0.3416329706117255, "recall": 30.0, "f1": 0.6755709668443245, "jaccard": 0.3396983305534017 } } }