{ | |
"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 | |
} | |
} | |
} |