{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"BET1", | |
"TTC21B", | |
"NSD1", | |
"INTS9", | |
"KAZALD1", | |
"TMC4", | |
"TP53I3", | |
"AP3B1", | |
"SUPT16H", | |
"LSM1", | |
"TCEAL8", | |
"GBA1LP", | |
"CHM", | |
"S100A9", | |
"PSG8", | |
"DDX11L9", | |
"PRKAG3", | |
"PAIP2B", | |
"IL17REL", | |
"PKP1", | |
"FASTKD1", | |
"PHTF2", | |
"RHOA", | |
"SLC46A1", | |
"SYT12", | |
"TGFB2", | |
"IRF1", | |
"LAMA3", | |
"WHAMMP2", | |
"DKK3", | |
"NEO1", | |
"CARD17P", | |
"C19orf53", | |
"SELENOW", | |
"SPX", | |
"SNAR-I", | |
"CLIP4", | |
"HOXA9", | |
"OTULIN", | |
"POLRMT", | |
"GSTO1", | |
"RAB11FIP4", | |
"LIPA", | |
"WRAP73", | |
"SNORD36A", | |
"HSD17B11", | |
"GSTA2", | |
"RPL14", | |
"TMCC2", | |
"ISG20", | |
"IFIH1", | |
"RAB21", | |
"RARRES1", | |
"MRTO4", | |
"HFE", | |
"FAM177A1", | |
"SPHK1", | |
"PSCA", | |
"TRAPPC12", | |
"GNL3", | |
"GCLC", | |
"CYREN", | |
"GPC2", | |
"APOBEC3B", | |
"SLC7A6OS", | |
"INKA2", | |
"MARCHF9", | |
"EGR1", | |
"ARSI", | |
"CYP1B1", | |
"ZNF33B", | |
"PDSS2", | |
"ZFAND2A", | |
"ANK1", | |
"DARS1", | |
"LGALS3", | |
"SLC1A2", | |
"FOSB", | |
"TTC23", | |
"CCDC71L", | |
"HS6ST1", | |
"TUSC2", | |
"GEMIN4", | |
"GLI2", | |
"PRAMEF15", | |
"H4C4", | |
"LRRD1", | |
"LZTS2", | |
"PTPN12", | |
"GGCX", | |
"GNG5", | |
"SDF2L1", | |
"CSKMT", | |
"MBD3", | |
"FABP4", | |
"PROK1", | |
"TREM1", | |
"ANKZF1", | |
"CLTCL1", | |
"SMPD2", | |
"AHSP", | |
"NUDCD3", | |
"ATXN7L1", | |
"ETAA1", | |
"URGCP", | |
"ANGPT2", | |
"FAAH2", | |
"PNRC2", | |
"TPTE2", | |
"ALDH3B1", | |
"A1BG-AS1" | |
], | |
"Coefficient": [ | |
-0.047279964906626684, | |
0.04359882161732751, | |
-0.03474064472722557, | |
0.034003412557303575, | |
0.027963039346262805, | |
-0.020582318790841155, | |
0.020293733633554405, | |
-0.02009863723755422, | |
-0.01920917006244232, | |
0.019120844190882124, | |
0.018006551580522695, | |
0.017239230655239277, | |
-0.016424278045778937, | |
0.014301413455603488, | |
-0.0138779132093632, | |
0.013489063508741158, | |
0.01345424580828504, | |
0.013227615283090315, | |
-0.013126238981319345, | |
0.011008577149212327, | |
0.010932984380365881, | |
0.010576439646962074, | |
-0.009974268666941247, | |
-0.009588115823306907, | |
-0.009079383213495058, | |
-0.009069937105670639, | |
0.009048356419665218, | |
-0.008951668097104784, | |
0.008794791844555047, | |
-0.008280057131793311, | |
0.007837061048149114, | |
-0.007704835742968927, | |
-0.00695129825204141, | |
0.006820226797122235, | |
0.006685198729950122, | |
0.006647526003735746, | |
-0.006623642938099752, | |
-0.00639210811761774, | |
0.006315951627786832, | |
-0.006293447833515651, | |
-0.006105786851845792, | |
-0.006037612789680912, | |
0.005858801051738717, | |
0.0055639619254666895, | |
0.0054586681731795435, | |
-0.0054490852479793656, | |
-0.005056641216497638, | |
0.004808712364224288, | |
-0.004686178380237952, | |
0.004640005011586264, | |
0.004564739047219889, | |
0.004554577562719371, | |
0.004456563010017456, | |
0.004270327947151834, | |
0.003908437309589038, | |
0.0038852765366186935, | |
0.0037991423752087128, | |
0.0036343961739688136, | |
-0.0035626946836027277, | |
-0.003553145277018864, | |
-0.003125474393743352, | |
-0.0031128508466920805, | |
-0.003103293945014166, | |
-0.003055293899140591, | |
0.002870714836726778, | |
0.0027384090201221503, | |
0.002730140966958661, | |
-0.002708826826418549, | |
-0.002690025883646386, | |
-0.0026619881392115955, | |
0.0026590702436467615, | |
0.002560713838495066, | |
-0.002484165587054617, | |
-0.0021523409072990688, | |
0.002014111528718187, | |
0.001957604921506328, | |
-0.00193811243368591, | |
-0.001925849565545925, | |
0.0018703751052404382, | |
-0.0017890154692891229, | |
0.0017771707080918924, | |
0.001763036528147293, | |
-0.0017322253449967204, | |
0.0017119937639957373, | |
-0.0016812191344951182, | |
-0.0016498639140796081, | |
0.0015293409518228715, | |
0.0015212076151072307, | |
0.001449490379561106, | |
-0.0014135693347488423, | |
0.0012962592825501386, | |
0.0012681871641296576, | |
0.0011934492515280643, | |
0.0011365503256005466, | |
0.001058302959809042, | |
-0.0010550766575329155, | |
0.001036102406095468, | |
-0.0009879795027877916, | |
0.0009463103354959998, | |
-0.0008556227562834646, | |
0.0008427774525559736, | |
-0.0008424578188216069, | |
0.0007399091258482001, | |
-0.0007311891254514194, | |
0.0006895201944800177, | |
-0.0006738064509968465, | |
0.0006598293029749782, | |
0.0006289432915531428, | |
0.0005834516989219262, | |
0.00038873764420590065, | |
-0.0002596963910951753, | |
-5.923827804075649e-05, | |
-4.349865934712551e-06 | |
], | |
"Absolute Coefficient": [ | |
0.047279964906626684, | |
0.04359882161732751, | |
0.03474064472722557, | |
0.034003412557303575, | |
0.027963039346262805, | |
0.020582318790841155, | |
0.020293733633554405, | |
0.02009863723755422, | |
0.01920917006244232, | |
0.019120844190882124, | |
0.018006551580522695, | |
0.017239230655239277, | |
0.016424278045778937, | |
0.014301413455603488, | |
0.0138779132093632, | |
0.013489063508741158, | |
0.01345424580828504, | |
0.013227615283090315, | |
0.013126238981319345, | |
0.011008577149212327, | |
0.010932984380365881, | |
0.010576439646962074, | |
0.009974268666941247, | |
0.009588115823306907, | |
0.009079383213495058, | |
0.009069937105670639, | |
0.009048356419665218, | |
0.008951668097104784, | |
0.008794791844555047, | |
0.008280057131793311, | |
0.007837061048149114, | |
0.007704835742968927, | |
0.00695129825204141, | |
0.006820226797122235, | |
0.006685198729950122, | |
0.006647526003735746, | |
0.006623642938099752, | |
0.00639210811761774, | |
0.006315951627786832, | |
0.006293447833515651, | |
0.006105786851845792, | |
0.006037612789680912, | |
0.005858801051738717, | |
0.0055639619254666895, | |
0.0054586681731795435, | |
0.0054490852479793656, | |
0.005056641216497638, | |
0.004808712364224288, | |
0.004686178380237952, | |
0.004640005011586264, | |
0.004564739047219889, | |
0.004554577562719371, | |
0.004456563010017456, | |
0.004270327947151834, | |
0.003908437309589038, | |
0.0038852765366186935, | |
0.0037991423752087128, | |
0.0036343961739688136, | |
0.0035626946836027277, | |
0.003553145277018864, | |
0.003125474393743352, | |
0.0031128508466920805, | |
0.003103293945014166, | |
0.003055293899140591, | |
0.002870714836726778, | |
0.0027384090201221503, | |
0.002730140966958661, | |
0.002708826826418549, | |
0.002690025883646386, | |
0.0026619881392115955, | |
0.0026590702436467615, | |
0.002560713838495066, | |
0.002484165587054617, | |
0.0021523409072990688, | |
0.002014111528718187, | |
0.001957604921506328, | |
0.00193811243368591, | |
0.001925849565545925, | |
0.0018703751052404382, | |
0.0017890154692891229, | |
0.0017771707080918924, | |
0.001763036528147293, | |
0.0017322253449967204, | |
0.0017119937639957373, | |
0.0016812191344951182, | |
0.0016498639140796081, | |
0.0015293409518228715, | |
0.0015212076151072307, | |
0.001449490379561106, | |
0.0014135693347488423, | |
0.0012962592825501386, | |
0.0012681871641296576, | |
0.0011934492515280643, | |
0.0011365503256005466, | |
0.001058302959809042, | |
0.0010550766575329155, | |
0.001036102406095468, | |
0.0009879795027877916, | |
0.0009463103354959998, | |
0.0008556227562834646, | |
0.0008427774525559736, | |
0.0008424578188216069, | |
0.0007399091258482001, | |
0.0007311891254514194, | |
0.0006895201944800177, | |
0.0006738064509968465, | |
0.0006598293029749782, | |
0.0006289432915531428, | |
0.0005834516989219262, | |
0.00038873764420590065, | |
0.0002596963910951753, | |
5.923827804075649e-05, | |
4.349865934712551e-06 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 95.0, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.910277396427135, | |
"recall": 1.9047619047619044, | |
"f1": 2.9827428103497295, | |
"jaccard": 1.5155567724734564 | |
} | |
} | |
} |