| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "COPS3", | |
| "PTRH2", | |
| "BET1", | |
| "TTC21B", | |
| "NSD1", | |
| "INTS9", | |
| "KAZALD1", | |
| "AP3B1", | |
| "TMC4", | |
| "TP53I3", | |
| "TCEAL8", | |
| "LSM1", | |
| "GBA1LP", | |
| "SUPT16H", | |
| "S100A9", | |
| "CHM", | |
| "PRKAG3", | |
| "DDX11L9", | |
| "PSG8", | |
| "IL17REL", | |
| "PKP1", | |
| "PAIP2B", | |
| "SYT12", | |
| "LAMA3", | |
| "IRF1", | |
| "PHTF2", | |
| "TGFB2", | |
| "RHOA", | |
| "FASTKD1", | |
| "SLC46A1", | |
| "DKK3", | |
| "WHAMMP2", | |
| "CARD17P", | |
| "HOXA9", | |
| "GSTO1", | |
| "NEO1", | |
| "RAB11FIP4", | |
| "LIPA", | |
| "C19orf53", | |
| "SELENOW", | |
| "CLIP4", | |
| "SNAR-I", | |
| "POLRMT", | |
| "SPX", | |
| "OTULIN", | |
| "TMCC2", | |
| "TRAPPC12", | |
| "WRAP73", | |
| "HSD17B11", | |
| "SNORD36A", | |
| "ISG20", | |
| "RPL14", | |
| "RAB21", | |
| "IFIH1", | |
| "SPHK1", | |
| "PSCA", | |
| "GCLC", | |
| "GPC2", | |
| "RARRES1", | |
| "INKA2", | |
| "GNL3", | |
| "FAM177A1", | |
| "MRTO4", | |
| "ARSI", | |
| "GSTA2", | |
| "HFE", | |
| "MARCHF9", | |
| "MBD3", | |
| "LRRD1", | |
| "PDSS2", | |
| "LZTS2", | |
| "TTC23", | |
| "CYREN", | |
| "FABP4", | |
| "APOBEC3B", | |
| "GEMIN4", | |
| "FOSB", | |
| "CSKMT", | |
| "ZNF33B", | |
| "ANK1", | |
| "TREM1", | |
| "PRAMEF15", | |
| "CYP1B1", | |
| "SLC7A6OS", | |
| "HS6ST1", | |
| "LGALS3", | |
| "GLI2", | |
| "TUSC2", | |
| "DARS1", | |
| "SDF2L1", | |
| "PTPN12", | |
| "EGR1", | |
| "SLC1A2", | |
| "ARID3A", | |
| "GNG5", | |
| "H4C4", | |
| "ATXN7L1", | |
| "RINT1", | |
| "FAAH2", | |
| "NEDD9", | |
| "ANKZF1", | |
| "GPAT2", | |
| "CCDC71L", | |
| "ZFAND2A", | |
| "PROK1", | |
| "ANGPT2", | |
| "CLTCL1", | |
| "EIF5AL1" | |
| ], | |
| "Coefficient": [ | |
| -0.048043432965479554, | |
| 0.045028055946641325, | |
| -0.035970262757491475, | |
| 0.03266327621555356, | |
| 0.031133667409602446, | |
| -0.02127772504694444, | |
| 0.01975232957222024, | |
| 0.019630712305928444, | |
| -0.019596103411822226, | |
| -0.018930479315890716, | |
| -0.018623209578841962, | |
| 0.018438470838206572, | |
| 0.017456227056425303, | |
| 0.016804073108170618, | |
| 0.015120707412011273, | |
| -0.013230729242384708, | |
| -0.013090817532134646, | |
| 0.012954867303760628, | |
| 0.01228376220079237, | |
| 0.011734826724843887, | |
| 0.010893723016199529, | |
| 0.010203203627603732, | |
| 0.010012209918748067, | |
| -0.009639928070364635, | |
| 0.009483797989577087, | |
| -0.009290933119979939, | |
| -0.009179623087539848, | |
| -0.0088428972170459, | |
| -0.008621823889574626, | |
| -0.00841615099631549, | |
| -0.008012921646324325, | |
| 0.007439350843513651, | |
| 0.006995648572529092, | |
| -0.006646280755231802, | |
| 0.006641574790974109, | |
| -0.00657800536977858, | |
| 0.006525061286666633, | |
| 0.005951476860905763, | |
| 0.005894534694417063, | |
| 0.0056924561149961595, | |
| 0.005538383155506441, | |
| -0.005479761903302563, | |
| -0.0054637087021000745, | |
| -0.0052177304380362, | |
| -0.00516109909198917, | |
| 0.004975126661956231, | |
| -0.004885648665416926, | |
| -0.0048396894532101754, | |
| 0.004807971509659253, | |
| -0.0045955675684284415, | |
| 0.004550892264780936, | |
| 0.004504733467129452, | |
| 0.004381219085215387, | |
| 0.004041463659545808, | |
| -0.0039623546067956775, | |
| -0.0038596628633140147, | |
| -0.0038275515910896666, | |
| 0.003588154880104182, | |
| 0.003548412912855322, | |
| -0.0034821824848637467, | |
| -0.0034056631818184984, | |
| 0.0033421562644679673, | |
| 0.0033252795116333984, | |
| 0.003322614975753784, | |
| -0.003077999953840885, | |
| 0.002977308359094113, | |
| -0.002942313584103224, | |
| -0.002727431935048484, | |
| 0.0025556952867773312, | |
| -0.0025255256303081557, | |
| -0.002378423072871223, | |
| 0.0023527274493685886, | |
| -0.002312647656956328, | |
| 0.0022692858206633205, | |
| 0.002086866222773354, | |
| -0.002054288814784459, | |
| -0.002005760315341528, | |
| 0.001995891326557993, | |
| -0.001994310904429693, | |
| 0.0019817074526755937, | |
| 0.0019170173936416878, | |
| 0.0018752575923875376, | |
| 0.0016558251571083206, | |
| 0.0015854258945674818, | |
| -0.001576955998704551, | |
| -0.0015481055245757296, | |
| -0.001422226686860478, | |
| 0.0013175944675217531, | |
| -0.0013105752486654075, | |
| 0.0012513569205892202, | |
| 0.001215661074356581, | |
| -0.0011920955112401622, | |
| 0.0011655103884581162, | |
| -0.0011584094820172495, | |
| 0.0011276557209892485, | |
| 0.0009804276914190467, | |
| 0.0009174192424083617, | |
| -0.0009138166876918403, | |
| 0.0007521281286426064, | |
| -0.0006053531054222902, | |
| -0.0005931912511289386, | |
| -0.00055612396075032, | |
| 0.0005094773461473143, | |
| 0.0004950563904736721, | |
| -0.00038265169539786377, | |
| 0.00014205927257397624, | |
| 0.00013706081169288138, | |
| -5.027982137293968e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.048043432965479554, | |
| 0.045028055946641325, | |
| 0.035970262757491475, | |
| 0.03266327621555356, | |
| 0.031133667409602446, | |
| 0.02127772504694444, | |
| 0.01975232957222024, | |
| 0.019630712305928444, | |
| 0.019596103411822226, | |
| 0.018930479315890716, | |
| 0.018623209578841962, | |
| 0.018438470838206572, | |
| 0.017456227056425303, | |
| 0.016804073108170618, | |
| 0.015120707412011273, | |
| 0.013230729242384708, | |
| 0.013090817532134646, | |
| 0.012954867303760628, | |
| 0.01228376220079237, | |
| 0.011734826724843887, | |
| 0.010893723016199529, | |
| 0.010203203627603732, | |
| 0.010012209918748067, | |
| 0.009639928070364635, | |
| 0.009483797989577087, | |
| 0.009290933119979939, | |
| 0.009179623087539848, | |
| 0.0088428972170459, | |
| 0.008621823889574626, | |
| 0.00841615099631549, | |
| 0.008012921646324325, | |
| 0.007439350843513651, | |
| 0.006995648572529092, | |
| 0.006646280755231802, | |
| 0.006641574790974109, | |
| 0.00657800536977858, | |
| 0.006525061286666633, | |
| 0.005951476860905763, | |
| 0.005894534694417063, | |
| 0.0056924561149961595, | |
| 0.005538383155506441, | |
| 0.005479761903302563, | |
| 0.0054637087021000745, | |
| 0.0052177304380362, | |
| 0.00516109909198917, | |
| 0.004975126661956231, | |
| 0.004885648665416926, | |
| 0.0048396894532101754, | |
| 0.004807971509659253, | |
| 0.0045955675684284415, | |
| 0.004550892264780936, | |
| 0.004504733467129452, | |
| 0.004381219085215387, | |
| 0.004041463659545808, | |
| 0.0039623546067956775, | |
| 0.0038596628633140147, | |
| 0.0038275515910896666, | |
| 0.003588154880104182, | |
| 0.003548412912855322, | |
| 0.0034821824848637467, | |
| 0.0034056631818184984, | |
| 0.0033421562644679673, | |
| 0.0033252795116333984, | |
| 0.003322614975753784, | |
| 0.003077999953840885, | |
| 0.002977308359094113, | |
| 0.002942313584103224, | |
| 0.002727431935048484, | |
| 0.0025556952867773312, | |
| 0.0025255256303081557, | |
| 0.002378423072871223, | |
| 0.0023527274493685886, | |
| 0.002312647656956328, | |
| 0.0022692858206633205, | |
| 0.002086866222773354, | |
| 0.002054288814784459, | |
| 0.002005760315341528, | |
| 0.001995891326557993, | |
| 0.001994310904429693, | |
| 0.0019817074526755937, | |
| 0.0019170173936416878, | |
| 0.0018752575923875376, | |
| 0.0016558251571083206, | |
| 0.0015854258945674818, | |
| 0.001576955998704551, | |
| 0.0015481055245757296, | |
| 0.001422226686860478, | |
| 0.0013175944675217531, | |
| 0.0013105752486654075, | |
| 0.0012513569205892202, | |
| 0.001215661074356581, | |
| 0.0011920955112401622, | |
| 0.0011655103884581162, | |
| 0.0011584094820172495, | |
| 0.0011276557209892485, | |
| 0.0009804276914190467, | |
| 0.0009174192424083617, | |
| 0.0009138166876918403, | |
| 0.0007521281286426064, | |
| 0.0006053531054222902, | |
| 0.0005931912511289386, | |
| 0.00055612396075032, | |
| 0.0005094773461473143, | |
| 0.0004950563904736721, | |
| 0.00038265169539786377, | |
| 0.00014205927257397624, | |
| 0.00013706081169288138, | |
| 5.027982137293968e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 95.55555555555554, | |
| "precision": 0.0, | |
| "recall": 0.0, | |
| "f1": 0.0 | |
| }, | |
| "selection": { | |
| "precision": 6.601798173987338, | |
| "recall": 1.7857142857142854, | |
| "f1": 2.8057660005827856, | |
| "jaccard": 1.4240927176786131 | |
| } | |
| } | |
| } |