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