{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"BET1", | |
"TTC21B", | |
"NSD1", | |
"TMC4", | |
"KAZALD1", | |
"TCEAL8", | |
"TP53I3", | |
"INTS9", | |
"LSM1", | |
"AP3B1", | |
"SUPT16H", | |
"GBA1LP", | |
"S100A9", | |
"CHM", | |
"IL17REL", | |
"PSG8", | |
"PRKAG3", | |
"DDX11L9", | |
"PKP1", | |
"LAMA3", | |
"PHTF2", | |
"FASTKD1", | |
"SELENOW", | |
"PAIP2B", | |
"TGFB2", | |
"IRF1", | |
"RHOA", | |
"SYT12", | |
"RAB21", | |
"NEO1", | |
"WHAMMP2", | |
"LIPA", | |
"RAB11FIP4", | |
"GSTO1", | |
"POLRMT", | |
"DKK3", | |
"SLC46A1", | |
"INKA2", | |
"C19orf53", | |
"CARD17P", | |
"GSTA2", | |
"TRAPPC12", | |
"HOXA9", | |
"SPX", | |
"CLIP4", | |
"MARCHF9", | |
"GNL3", | |
"TREM1", | |
"ARSI", | |
"RARRES1", | |
"SNAR-I", | |
"OTULIN", | |
"ISG20", | |
"SPHK1", | |
"APOBEC3B", | |
"RPL14", | |
"HFE", | |
"LZTS2", | |
"HSD17B11", | |
"GPC2", | |
"ANK1", | |
"FAM177A1", | |
"SNORD36A", | |
"TTC23", | |
"PSCA", | |
"PDSS2", | |
"WRAP73", | |
"IFIH1", | |
"FOSB", | |
"GLI2", | |
"SDF2L1", | |
"GEMIN4", | |
"SLC7A6OS", | |
"CYP1B1", | |
"TMCC2", | |
"PNRC2", | |
"ETAA1", | |
"LGALS3", | |
"GPAT2", | |
"GNG5", | |
"SKA2", | |
"EGR1", | |
"NEDD9", | |
"CYREN", | |
"RINT1", | |
"LRRD1", | |
"CFC1", | |
"GCLC", | |
"CIMAP1B", | |
"PTPN12", | |
"ATXN7L1", | |
"ZFAND2A", | |
"TUSC2", | |
"CCDC71L", | |
"MBD3", | |
"ANKZF1", | |
"TPTE2", | |
"ZNF33B", | |
"CCDC106", | |
"SUCO", | |
"ATP5F1C", | |
"PRAMEF15" | |
], | |
"Coefficient": [ | |
-0.04526783214277292, | |
0.0444824856630844, | |
-0.035854833665176895, | |
0.0326283863395629, | |
0.030275411934908562, | |
-0.021376491158526214, | |
0.02101927783053928, | |
-0.019934864407590795, | |
-0.019818809776100284, | |
-0.019155432697018304, | |
0.019109493846101628, | |
0.018568797201900997, | |
0.01674877863796184, | |
0.016682973948837984, | |
0.01609013328766354, | |
-0.01489003911204755, | |
0.014401579243708523, | |
0.013512611094422594, | |
-0.012322490880248378, | |
0.011745869621388043, | |
0.011090745283440166, | |
-0.010918706496368877, | |
-0.010568020015101992, | |
-0.009623168012533089, | |
0.009622355631730441, | |
0.009583772322862883, | |
-0.009467627556619672, | |
0.008757976367798006, | |
-0.008020878047914059, | |
0.007998897151619123, | |
0.00739967048958772, | |
-0.007324630331530654, | |
0.007176405147419352, | |
0.007051641464521585, | |
0.006984400788361645, | |
0.006967786009814971, | |
-0.006619828832458508, | |
-0.006560617352787493, | |
-0.006424431680476604, | |
-0.00625166421320488, | |
0.00617671751556685, | |
0.005660692557918059, | |
-0.005545390550801512, | |
-0.005458980708230426, | |
-0.005309866548348306, | |
-0.005081386912148472, | |
0.00507383650124353, | |
-0.004995231226705781, | |
-0.004921186866640521, | |
0.004695586972948925, | |
0.004682979410119045, | |
0.004438751886386853, | |
-0.004160731188154244, | |
-0.003994662434927914, | |
0.0038392240670582062, | |
-0.0038282387641363986, | |
0.0036577405288896305, | |
0.0036134715908917652, | |
0.0035993534145418358, | |
-0.00308660993830162, | |
0.0029215856178279936, | |
0.0028997102377521693, | |
0.002857066423601069, | |
0.00268651449976639, | |
-0.002667405480650867, | |
0.0026254349532364497, | |
-0.002505356499372181, | |
-0.0024008426070354287, | |
-0.002399973199647552, | |
0.0023732866573802224, | |
-0.002304690217793823, | |
-0.0022937629586460653, | |
0.002205379310923368, | |
-0.002153304604263309, | |
0.0018986210861762418, | |
0.0017921146432642524, | |
0.0016653934321826473, | |
0.0015897342509056758, | |
-0.0015171535664034613, | |
-0.0014974274060938477, | |
-0.0014049204520345745, | |
0.0013687501746894358, | |
0.0012439817034898787, | |
-0.001122677601604596, | |
-0.0011158368771515353, | |
-0.0010472284491783352, | |
-0.0010130068164660448, | |
0.0010075771104552274, | |
-0.0008609424403555582, | |
-0.0006523217662682354, | |
0.0006489210771160345, | |
0.000571891057083817, | |
0.0005221499226520186, | |
0.00045035759750795324, | |
0.0004223881186462978, | |
0.0003935690187537467, | |
-0.0003649527553980848, | |
-0.00034491909084499777, | |
-0.00029491221163138753, | |
-0.00028117175068088083, | |
-0.00022214677165952455, | |
0.00021983206931907958, | |
-7.20675333720656e-06, | |
3.506145514441231e-06 | |
], | |
"Absolute Coefficient": [ | |
0.04526783214277292, | |
0.0444824856630844, | |
0.035854833665176895, | |
0.0326283863395629, | |
0.030275411934908562, | |
0.021376491158526214, | |
0.02101927783053928, | |
0.019934864407590795, | |
0.019818809776100284, | |
0.019155432697018304, | |
0.019109493846101628, | |
0.018568797201900997, | |
0.01674877863796184, | |
0.016682973948837984, | |
0.01609013328766354, | |
0.01489003911204755, | |
0.014401579243708523, | |
0.013512611094422594, | |
0.012322490880248378, | |
0.011745869621388043, | |
0.011090745283440166, | |
0.010918706496368877, | |
0.010568020015101992, | |
0.009623168012533089, | |
0.009622355631730441, | |
0.009583772322862883, | |
0.009467627556619672, | |
0.008757976367798006, | |
0.008020878047914059, | |
0.007998897151619123, | |
0.00739967048958772, | |
0.007324630331530654, | |
0.007176405147419352, | |
0.007051641464521585, | |
0.006984400788361645, | |
0.006967786009814971, | |
0.006619828832458508, | |
0.006560617352787493, | |
0.006424431680476604, | |
0.00625166421320488, | |
0.00617671751556685, | |
0.005660692557918059, | |
0.005545390550801512, | |
0.005458980708230426, | |
0.005309866548348306, | |
0.005081386912148472, | |
0.00507383650124353, | |
0.004995231226705781, | |
0.004921186866640521, | |
0.004695586972948925, | |
0.004682979410119045, | |
0.004438751886386853, | |
0.004160731188154244, | |
0.003994662434927914, | |
0.0038392240670582062, | |
0.0038282387641363986, | |
0.0036577405288896305, | |
0.0036134715908917652, | |
0.0035993534145418358, | |
0.00308660993830162, | |
0.0029215856178279936, | |
0.0028997102377521693, | |
0.002857066423601069, | |
0.00268651449976639, | |
0.002667405480650867, | |
0.0026254349532364497, | |
0.002505356499372181, | |
0.0024008426070354287, | |
0.002399973199647552, | |
0.0023732866573802224, | |
0.002304690217793823, | |
0.0022937629586460653, | |
0.002205379310923368, | |
0.002153304604263309, | |
0.0018986210861762418, | |
0.0017921146432642524, | |
0.0016653934321826473, | |
0.0015897342509056758, | |
0.0015171535664034613, | |
0.0014974274060938477, | |
0.0014049204520345745, | |
0.0013687501746894358, | |
0.0012439817034898787, | |
0.001122677601604596, | |
0.0011158368771515353, | |
0.0010472284491783352, | |
0.0010130068164660448, | |
0.0010075771104552274, | |
0.0008609424403555582, | |
0.0006523217662682354, | |
0.0006489210771160345, | |
0.000571891057083817, | |
0.0005221499226520186, | |
0.00045035759750795324, | |
0.0004223881186462978, | |
0.0003935690187537467, | |
0.0003649527553980848, | |
0.00034491909084499777, | |
0.00029491221163138753, | |
0.00028117175068088083, | |
0.00022214677165952455, | |
0.00021983206931907958, | |
7.20675333720656e-06, | |
3.506145514441231e-06 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 95.0, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 7.212096799390176, | |
"recall": 2.0238095238095237, | |
"f1": 3.1572772402566094, | |
"jaccard": 1.605993396645053 | |
} | |
} | |
} |