| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HPN", | |
| "GGT7", | |
| "MIR155HG", | |
| "SFTPB", | |
| "NPBWR2", | |
| "TTTY7", | |
| "PHLDB2", | |
| "KRT17", | |
| "JAG2", | |
| "SPMIP7", | |
| "DNAH10", | |
| "AQP8", | |
| "EFEMP1", | |
| "COA7", | |
| "SP6", | |
| "APOB", | |
| "CDCA3", | |
| "CSKMT", | |
| "KCTD9", | |
| "WTIP", | |
| "TBX1", | |
| "TCF21", | |
| "SASS6", | |
| "ZNF22-AS1", | |
| "A2M", | |
| "SLC25A33", | |
| "SLC29A4", | |
| "FNDC11", | |
| "TGM5", | |
| "FLT1", | |
| "CIB4", | |
| "GRM8", | |
| "IPP", | |
| "PRKRIP1", | |
| "OR5C1", | |
| "FUT2", | |
| "BTBD19", | |
| "ZNF543", | |
| "USP2", | |
| "MARK1", | |
| "RBMX", | |
| "BARHL2", | |
| "CAMK1D", | |
| "ADGRB2", | |
| "GLI1", | |
| "CDRT4", | |
| "KRT12", | |
| "KIF2C", | |
| "TNNT1", | |
| "OR2J3", | |
| "OTOP3", | |
| "GPR31", | |
| "LINC02694", | |
| "TSSK1B", | |
| "TEX14", | |
| "ACSM4", | |
| "LRRC72", | |
| "PRR19", | |
| "BGLAP", | |
| "REN", | |
| "ARRDC1-AS1", | |
| "SLCO4A1", | |
| "CHURC1", | |
| "PTPN20", | |
| "VIPR2", | |
| "S100G", | |
| "TNNI3", | |
| "FARP2", | |
| "FBXL21P", | |
| "MTMR9", | |
| "TAS1R2", | |
| "TRPV3", | |
| "ZFYVE19", | |
| "FREM1", | |
| "IMMP1L", | |
| "MAMDC4", | |
| "TNPO1" | |
| ], | |
| "Coefficient": [ | |
| 0.05114007844719429, | |
| 0.050208436573403424, | |
| 0.04313046079679753, | |
| 0.04267849499656284, | |
| 0.04070053098085133, | |
| 0.03951788785304565, | |
| 0.03944822932628361, | |
| 0.034175545236034076, | |
| 0.03193683763190017, | |
| 0.030354436269484288, | |
| 0.029059624092266007, | |
| 0.025471830753951638, | |
| 0.02454500621054863, | |
| 0.021469667980603676, | |
| -0.02108368643693161, | |
| 0.019900383780522772, | |
| 0.01889716342154194, | |
| 0.01835517487158141, | |
| -0.01765015315827653, | |
| 0.016562160190700292, | |
| 0.01429852657730744, | |
| 0.013995257421627435, | |
| 0.013194461133901334, | |
| -0.013108372524421309, | |
| 0.012713486229211847, | |
| -0.012313057065420529, | |
| 0.011917391986792243, | |
| 0.011764026118008749, | |
| 0.011739640231514421, | |
| 0.011257542980364398, | |
| 0.011255956899130289, | |
| 0.010240556519344721, | |
| -0.009148490804851956, | |
| -0.009121365790692108, | |
| 0.009099014609179843, | |
| 0.008843939622244477, | |
| 0.00878428316837899, | |
| 0.008639877117904477, | |
| -0.008561195940777113, | |
| 0.008409256660871873, | |
| 0.00822645265754245, | |
| 0.007068186320947214, | |
| 0.0065836639567566696, | |
| -0.006479292263362831, | |
| 0.006268859023225764, | |
| -0.005931417553751508, | |
| 0.0056428364311961075, | |
| 0.0048934315156267585, | |
| 0.004877621720946937, | |
| -0.004425814906897682, | |
| 0.004032626951243704, | |
| 0.0038970904208067182, | |
| 0.003698844999313437, | |
| 0.0033076846814948826, | |
| -0.0032028900068491045, | |
| -0.002886740212764675, | |
| -0.002830752306879698, | |
| 0.002422811308780815, | |
| 0.0023544042464930613, | |
| 0.002311410726990173, | |
| 0.0022014698171462666, | |
| 0.0019572244314143812, | |
| 0.0016723528498641285, | |
| 0.0013628182691719645, | |
| -0.0013332703704230142, | |
| -0.001013240301301052, | |
| 0.0008942853176940823, | |
| 0.000891081569646859, | |
| -0.000852877501551786, | |
| 0.0008381315291867326, | |
| -0.0003238228031085883, | |
| -0.0002862479953200902, | |
| -0.0002007939327684901, | |
| -0.00012417380409381352, | |
| -7.829351602775748e-05, | |
| 6.78023019201379e-05, | |
| 9.365976420582784e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.05114007844719429, | |
| 0.050208436573403424, | |
| 0.04313046079679753, | |
| 0.04267849499656284, | |
| 0.04070053098085133, | |
| 0.03951788785304565, | |
| 0.03944822932628361, | |
| 0.034175545236034076, | |
| 0.03193683763190017, | |
| 0.030354436269484288, | |
| 0.029059624092266007, | |
| 0.025471830753951638, | |
| 0.02454500621054863, | |
| 0.021469667980603676, | |
| 0.02108368643693161, | |
| 0.019900383780522772, | |
| 0.01889716342154194, | |
| 0.01835517487158141, | |
| 0.01765015315827653, | |
| 0.016562160190700292, | |
| 0.01429852657730744, | |
| 0.013995257421627435, | |
| 0.013194461133901334, | |
| 0.013108372524421309, | |
| 0.012713486229211847, | |
| 0.012313057065420529, | |
| 0.011917391986792243, | |
| 0.011764026118008749, | |
| 0.011739640231514421, | |
| 0.011257542980364398, | |
| 0.011255956899130289, | |
| 0.010240556519344721, | |
| 0.009148490804851956, | |
| 0.009121365790692108, | |
| 0.009099014609179843, | |
| 0.008843939622244477, | |
| 0.00878428316837899, | |
| 0.008639877117904477, | |
| 0.008561195940777113, | |
| 0.008409256660871873, | |
| 0.00822645265754245, | |
| 0.007068186320947214, | |
| 0.0065836639567566696, | |
| 0.006479292263362831, | |
| 0.006268859023225764, | |
| 0.005931417553751508, | |
| 0.0056428364311961075, | |
| 0.0048934315156267585, | |
| 0.004877621720946937, | |
| 0.004425814906897682, | |
| 0.004032626951243704, | |
| 0.0038970904208067182, | |
| 0.003698844999313437, | |
| 0.0033076846814948826, | |
| 0.0032028900068491045, | |
| 0.002886740212764675, | |
| 0.002830752306879698, | |
| 0.002422811308780815, | |
| 0.0023544042464930613, | |
| 0.002311410726990173, | |
| 0.0022014698171462666, | |
| 0.0019572244314143812, | |
| 0.0016723528498641285, | |
| 0.0013628182691719645, | |
| 0.0013332703704230142, | |
| 0.001013240301301052, | |
| 0.0008942853176940823, | |
| 0.000891081569646859, | |
| 0.000852877501551786, | |
| 0.0008381315291867326, | |
| 0.0003238228031085883, | |
| 0.0002862479953200902, | |
| 0.0002007939327684901, | |
| 0.00012417380409381352, | |
| 7.829351602775748e-05, | |
| 6.78023019201379e-05, | |
| 9.365976420582784e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 82.6086956521739, | |
| "precision": 26.666666666666664, | |
| "recall": 19.999999999999996, | |
| "f1": 18.88888888888889 | |
| }, | |
| "selection": { | |
| "precision": 2.384414458689183, | |
| "recall": 0.4790419161676647, | |
| "f1": 0.7967246327355644, | |
| "jaccard": 0.40035643237898216 | |
| } | |
| } | |
| } |