{ "significant_genes": { "Variable": [ "COPS3", "PTRH2", "BET1", "TTC21B", "NSD1", "INTS9", "AP3B1", "TMC4", "TP53I3", "KAZALD1", "LSM1", "TCEAL8", "GBA1LP", "SUPT16H", "S100A9", "DDX11L9", "PRKAG3", "PSG8", "CHM", "IL17REL", "PKP1", "SLC46A1", "SYT12", "PAIP2B", "IRF1", "PHTF2", "LAMA3", "DKK3", "RAB11FIP4", "TGFB2", "FASTKD1", "RHOA", "NEO1", "WHAMMP2", "CLIP4", "GSTO1", "C19orf53", "SNAR-I", "ISG20", "CARD17P", "SELENOW", "LIPA", "RPL14", "HOXA9", "WRAP73", "SPHK1", "POLRMT", "SPX", "TRAPPC12", "HSD17B11", "OTULIN", "MBD3", "ARID3A", "RARRES1", "SNORD36A", "GPC2", "INKA2", "GNL3", "LZTS2", "PSCA", "TMCC2", "HFE", "EGR1", "GCLC", "APOBEC3B", "RAB21", "MRTO4", "FAM177A1", "PRAMEF15", "LRRD1", "LGALS3", "GEMIN4", "TTC23", "ZNF33B", "CYREN", "ARSI", "GSTA2", "MARCHF9", "IFIH1", "GLI2", "CSKMT", "PDSS2", "ATXN7L1", "SDF2L1", "TREM1", "ANK1", "CYP1B1", "SLC1A2", "FABP4", "NEDD9", "FOSB", "TUSC2", "AHSP", "RINT1", "GNG5", "TPTE2", "GPAT2", "HS6ST1", "PTPN12", "SLC7A6OS", "ANGPT2", "ZFAND2A", "DARS1", "URGCP", "GGCX", "CFC1", "PROK1", "EIF5AL1" ], "Coefficient": [ -0.047602138604830015, 0.044544085661851605, -0.03613517642116736, 0.03251138973550104, 0.03083946138572505, -0.021951667033843804, 0.020909248826828996, -0.020016156113829706, -0.019283350085964282, 0.019233421052837853, 0.01831787251945729, -0.018158021611405045, 0.017168364400460247, 0.01590311442903072, 0.014838835644467778, 0.013825066845465235, -0.012846370204072272, 0.012404007978246668, -0.012384108421738696, 0.011645344917541288, 0.010777701286291328, -0.010378175890449193, 0.009923770427778086, 0.00981197793809967, 0.009739171930103206, -0.009354193239505992, -0.009283671120701786, -0.008635527243784928, 0.008450199236063818, -0.008317617607408671, -0.008293037020125339, -0.007938067438906474, -0.007029176562084808, 0.006965226579298987, 0.0069107973709980255, 0.006674809495860151, 0.006058531224160266, -0.005887116062131806, 0.0058660269108885485, 0.005821287369858892, 0.005749789027032112, 0.005515401863451065, 0.005362207315543103, -0.005248486191967402, -0.005144992698126978, -0.005024982084032339, -0.004854487076357305, -0.004372703958157616, -0.004372154631619723, 0.004204869520498591, -0.004181531722880257, -0.004100574737242418, -0.0040478751319712345, 0.003974110917525558, -0.003932865668757838, 0.0038988386300303967, -0.0038690541657525777, -0.0037143077393049398, -0.0036775357029119214, -0.0036392933579979967, 0.0035074163358869426, 0.0034726414550089076, -0.0033982513819581553, -0.003337153408216727, 0.003172446776525381, 0.0031359434173058613, 0.003095290618110111, 0.00306258443583167, 0.003047161459696435, 0.0029485226099444178, -0.0028373178418787757, -0.0027824307100693135, 0.0026744861213729423, -0.002592156628584738, -0.0025162820539741475, 0.0025024996412263043, -0.0024300170859775736, -0.002400329821143825, 0.002333701052700093, -0.0022331779357796866, 0.0019902256031766514, -0.0019361506117021139, 0.001913117173583145, 0.0018532994142628407, 0.0018418838715921107, 0.0018021064176343348, 0.0016991075894002684, 0.0016062122397761506, 0.0015872800582509277, -0.0013408843432641154, -0.0013335441614124191, 0.0012244746931665985, 0.0010646698771771285, -0.0009673337496660335, 0.0008250506727904305, -0.000789542170009205, -0.0006855080704141367, -0.0005418610705994878, 0.0004925553696617441, 0.00033267949266982703, 0.0003159715402976444, 0.00026476121418479877, -0.00022754162291798273, 0.0002208907919058281, 0.00018652667922180525, -0.000171441242802421, -4.233840177790662e-05, -3.9401811382235763e-05 ], "Absolute Coefficient": [ 0.047602138604830015, 0.044544085661851605, 0.03613517642116736, 0.03251138973550104, 0.03083946138572505, 0.021951667033843804, 0.020909248826828996, 0.020016156113829706, 0.019283350085964282, 0.019233421052837853, 0.01831787251945729, 0.018158021611405045, 0.017168364400460247, 0.01590311442903072, 0.014838835644467778, 0.013825066845465235, 0.012846370204072272, 0.012404007978246668, 0.012384108421738696, 0.011645344917541288, 0.010777701286291328, 0.010378175890449193, 0.009923770427778086, 0.00981197793809967, 0.009739171930103206, 0.009354193239505992, 0.009283671120701786, 0.008635527243784928, 0.008450199236063818, 0.008317617607408671, 0.008293037020125339, 0.007938067438906474, 0.007029176562084808, 0.006965226579298987, 0.0069107973709980255, 0.006674809495860151, 0.006058531224160266, 0.005887116062131806, 0.0058660269108885485, 0.005821287369858892, 0.005749789027032112, 0.005515401863451065, 0.005362207315543103, 0.005248486191967402, 0.005144992698126978, 0.005024982084032339, 0.004854487076357305, 0.004372703958157616, 0.004372154631619723, 0.004204869520498591, 0.004181531722880257, 0.004100574737242418, 0.0040478751319712345, 0.003974110917525558, 0.003932865668757838, 0.0038988386300303967, 0.0038690541657525777, 0.0037143077393049398, 0.0036775357029119214, 0.0036392933579979967, 0.0035074163358869426, 0.0034726414550089076, 0.0033982513819581553, 0.003337153408216727, 0.003172446776525381, 0.0031359434173058613, 0.003095290618110111, 0.00306258443583167, 0.003047161459696435, 0.0029485226099444178, 0.0028373178418787757, 0.0027824307100693135, 0.0026744861213729423, 0.002592156628584738, 0.0025162820539741475, 0.0025024996412263043, 0.0024300170859775736, 0.002400329821143825, 0.002333701052700093, 0.0022331779357796866, 0.0019902256031766514, 0.0019361506117021139, 0.001913117173583145, 0.0018532994142628407, 0.0018418838715921107, 0.0018021064176343348, 0.0016991075894002684, 0.0016062122397761506, 0.0015872800582509277, 0.0013408843432641154, 0.0013335441614124191, 0.0012244746931665985, 0.0010646698771771285, 0.0009673337496660335, 0.0008250506727904305, 0.000789542170009205, 0.0006855080704141367, 0.0005418610705994878, 0.0004925553696617441, 0.00033267949266982703, 0.0003159715402976444, 0.00026476121418479877, 0.00022754162291798273, 0.0002208907919058281, 0.00018652667922180525, 0.000171441242802421, 4.233840177790662e-05, 3.9401811382235763e-05 ] }, "cv_performance": { "prediction": { "accuracy": 95.0, "precision": 0.0, "recall": 0.0, "f1": 0.0 }, "selection": { "precision": 6.633996477605019, "recall": 1.845238095238095, "f1": 2.882976966531815, "jaccard": 1.4636501392771335 } } }