| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "XIST", | |
| "SHANK1", | |
| "MAGEB10", | |
| "AKT2", | |
| "BRAP", | |
| "ERICH6", | |
| "TNFRSF10D", | |
| "LINC00314", | |
| "CEACAM8", | |
| "PLSCR1", | |
| "NKX6-1", | |
| "BCO1", | |
| "SVBP", | |
| "FYB2", | |
| "EPS8L1", | |
| "DCDC1", | |
| "CEACAM3", | |
| "EPCIP-AS1", | |
| "FLJ33534", | |
| "KIAA1191", | |
| "GSDMA", | |
| "IFNA6", | |
| "SLC26A8", | |
| "ADGRD1", | |
| "GSTA1", | |
| "SLC24A5", | |
| "MAML2", | |
| "MSC", | |
| "RPP25", | |
| "MRPL40", | |
| "PIAS1", | |
| "FGFBP2", | |
| "CLEC2B", | |
| "GFPT2", | |
| "HMGB4", | |
| "H2AB1", | |
| "ZNF706", | |
| "SLC6A2", | |
| "SAPCD1", | |
| "ATF6B", | |
| "TSHZ2", | |
| "ARID2", | |
| "PRR11", | |
| "TAS1R2", | |
| "SLC18A3", | |
| "POPDC2", | |
| "GDF6", | |
| "CD207", | |
| "BOD1L1", | |
| "ZNF382", | |
| "H4C13", | |
| "CHRNA4", | |
| "GLB1L2", | |
| "OR10G7", | |
| "DSG2", | |
| "RABEP2", | |
| "ANKS1A", | |
| "RNASE3", | |
| "ANKRD42", | |
| "ALPK3", | |
| "HSF1", | |
| "MYEOV", | |
| "PBOV1", | |
| "ARG1", | |
| "MCMBP", | |
| "ABCB5", | |
| "NDUFS1", | |
| "HLA-DOB", | |
| "ASB7", | |
| "NUDT4B", | |
| "NPHS2", | |
| "PXT1", | |
| "LCN1", | |
| "MBTPS1", | |
| "DNAAF3", | |
| "BATF2", | |
| "EAPP", | |
| "CTSG", | |
| "CDKAL1", | |
| "GAGE5", | |
| "FRMPD1", | |
| "ZNF804B", | |
| "FUT7", | |
| "ZNF441", | |
| "BLNK", | |
| "CATSPER2P1", | |
| "C7", | |
| "KCNE4", | |
| "MAGEA8", | |
| "ZNF799", | |
| "SPATC1", | |
| "DUXA", | |
| "BMF", | |
| "SRGAP2", | |
| "ITPKC", | |
| "HCG4", | |
| "ITPRID2", | |
| "H2BC18", | |
| "TCHHL1", | |
| "STRADA", | |
| "GAGE4", | |
| "RHOH", | |
| "KLHL1", | |
| "CPO", | |
| "MYOM3", | |
| "EWSR1", | |
| "H4C12", | |
| "SLC22A8", | |
| "KCNS3", | |
| "DSCR8", | |
| "MEIOB", | |
| "DDX6", | |
| "CXCL9", | |
| "BMAL2", | |
| "TRMO", | |
| "ACTRT2", | |
| "E2F8", | |
| "TSHB", | |
| "ZNF818P", | |
| "FITM2", | |
| "ART5", | |
| "HRH3", | |
| "GPRC5A", | |
| "CACNG6", | |
| "SHPK" | |
| ], | |
| "Coefficient": [ | |
| 0.1133748903274266, | |
| 0.048158240647727904, | |
| 0.03888564268362448, | |
| 0.035762596512274605, | |
| 0.027571564536606506, | |
| 0.0273339493356719, | |
| -0.025088892731487608, | |
| 0.0250342196852446, | |
| -0.02488415987904835, | |
| 0.02450650614983858, | |
| -0.0233362491263083, | |
| 0.023083611532665818, | |
| -0.02105039718040845, | |
| 0.021036361563309233, | |
| 0.02069523512515476, | |
| 0.019992326772403552, | |
| 0.019114893836057533, | |
| 0.018568243138681745, | |
| 0.018513997038695443, | |
| 0.018222036852385753, | |
| 0.017808724657180492, | |
| -0.01729672455643685, | |
| 0.01719177641845997, | |
| 0.016863177404941677, | |
| -0.015648721163529836, | |
| -0.015359396598479985, | |
| 0.015328199831210657, | |
| 0.014924973153568114, | |
| -0.014684527230379746, | |
| -0.014054381311299905, | |
| 0.013976820408140338, | |
| 0.013639725586749933, | |
| 0.013273747859618698, | |
| 0.013203612796908746, | |
| -0.012445467594895806, | |
| 0.01229237775741422, | |
| 0.011760655387014896, | |
| -0.011280170937518753, | |
| -0.01118259199409632, | |
| 0.01113150920423449, | |
| 0.011047117579811907, | |
| -0.010743119926178294, | |
| 0.010394730403866476, | |
| -0.010291509045766492, | |
| -0.010288399273421291, | |
| -0.008904700703312918, | |
| -0.008853400373696528, | |
| -0.008739697039687593, | |
| 0.008593459718255649, | |
| 0.008035832089277514, | |
| 0.007869568481480686, | |
| 0.007811682900143661, | |
| 0.007729204450311212, | |
| -0.007682553430364497, | |
| 0.007445432578965328, | |
| 0.007019090770870012, | |
| -0.006887971533873613, | |
| -0.0068595522929851315, | |
| 0.006683596787583609, | |
| 0.006600838740786131, | |
| 0.00651916220136254, | |
| -0.006466700281734393, | |
| 0.006369230432281957, | |
| 0.006218148379727375, | |
| -0.005687794348918395, | |
| -0.0056277196886974626, | |
| -0.005483200543114622, | |
| 0.005382100699613331, | |
| 0.005285711448122213, | |
| -0.005264345813403943, | |
| 0.00524971557951089, | |
| -0.005246524039559343, | |
| 0.0052269921500388145, | |
| 0.005204181058361738, | |
| 0.004960621584878543, | |
| 0.004916475396089612, | |
| -0.0044540335065540206, | |
| -0.004353522297260419, | |
| -0.003787647459823825, | |
| -0.003732363025841748, | |
| -0.003626776604621044, | |
| 0.0036030911841646715, | |
| 0.003537437243039127, | |
| 0.003487219959623577, | |
| 0.0031253805033941307, | |
| 0.002968031598994149, | |
| 0.002938382931573988, | |
| 0.0026640485424344637, | |
| -0.002641150995345319, | |
| 0.002454675786291678, | |
| -0.0022328172322428276, | |
| 0.002229552569497315, | |
| -0.0022178474940109452, | |
| -0.002205876107599866, | |
| 0.0021019212115274103, | |
| 0.0020314385117365026, | |
| 0.001975875761280019, | |
| 0.0018974131621780888, | |
| 0.0018538741294535654, | |
| 0.0018500323939992405, | |
| -0.0017792274834471844, | |
| -0.0016678114836405206, | |
| 0.0016584047452052055, | |
| 0.0016363382390669296, | |
| 0.0014967955117277732, | |
| -0.0012870888144745443, | |
| -0.0010132980747553963, | |
| 0.000945123868009983, | |
| -0.0009445353358522432, | |
| 0.0008726364657653014, | |
| 0.0008408539115826749, | |
| 0.0007015771752602952, | |
| 0.0006747052177319469, | |
| 0.0006525270499219692, | |
| -0.0006481671681570293, | |
| -0.00035090378857699907, | |
| -0.00025508934110392056, | |
| 0.0002227188494731621, | |
| 0.0001354376322566459, | |
| 0.00011233544416626109, | |
| -5.376513688495506e-05, | |
| 4.379134724951803e-05, | |
| 2.683445025950599e-05, | |
| 1.5233690902324966e-05, | |
| -3.4215781907272615e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.1133748903274266, | |
| 0.048158240647727904, | |
| 0.03888564268362448, | |
| 0.035762596512274605, | |
| 0.027571564536606506, | |
| 0.0273339493356719, | |
| 0.025088892731487608, | |
| 0.0250342196852446, | |
| 0.02488415987904835, | |
| 0.02450650614983858, | |
| 0.0233362491263083, | |
| 0.023083611532665818, | |
| 0.02105039718040845, | |
| 0.021036361563309233, | |
| 0.02069523512515476, | |
| 0.019992326772403552, | |
| 0.019114893836057533, | |
| 0.018568243138681745, | |
| 0.018513997038695443, | |
| 0.018222036852385753, | |
| 0.017808724657180492, | |
| 0.01729672455643685, | |
| 0.01719177641845997, | |
| 0.016863177404941677, | |
| 0.015648721163529836, | |
| 0.015359396598479985, | |
| 0.015328199831210657, | |
| 0.014924973153568114, | |
| 0.014684527230379746, | |
| 0.014054381311299905, | |
| 0.013976820408140338, | |
| 0.013639725586749933, | |
| 0.013273747859618698, | |
| 0.013203612796908746, | |
| 0.012445467594895806, | |
| 0.01229237775741422, | |
| 0.011760655387014896, | |
| 0.011280170937518753, | |
| 0.01118259199409632, | |
| 0.01113150920423449, | |
| 0.011047117579811907, | |
| 0.010743119926178294, | |
| 0.010394730403866476, | |
| 0.010291509045766492, | |
| 0.010288399273421291, | |
| 0.008904700703312918, | |
| 0.008853400373696528, | |
| 0.008739697039687593, | |
| 0.008593459718255649, | |
| 0.008035832089277514, | |
| 0.007869568481480686, | |
| 0.007811682900143661, | |
| 0.007729204450311212, | |
| 0.007682553430364497, | |
| 0.007445432578965328, | |
| 0.007019090770870012, | |
| 0.006887971533873613, | |
| 0.0068595522929851315, | |
| 0.006683596787583609, | |
| 0.006600838740786131, | |
| 0.00651916220136254, | |
| 0.006466700281734393, | |
| 0.006369230432281957, | |
| 0.006218148379727375, | |
| 0.005687794348918395, | |
| 0.0056277196886974626, | |
| 0.005483200543114622, | |
| 0.005382100699613331, | |
| 0.005285711448122213, | |
| 0.005264345813403943, | |
| 0.00524971557951089, | |
| 0.005246524039559343, | |
| 0.0052269921500388145, | |
| 0.005204181058361738, | |
| 0.004960621584878543, | |
| 0.004916475396089612, | |
| 0.0044540335065540206, | |
| 0.004353522297260419, | |
| 0.003787647459823825, | |
| 0.003732363025841748, | |
| 0.003626776604621044, | |
| 0.0036030911841646715, | |
| 0.003537437243039127, | |
| 0.003487219959623577, | |
| 0.0031253805033941307, | |
| 0.002968031598994149, | |
| 0.002938382931573988, | |
| 0.0026640485424344637, | |
| 0.002641150995345319, | |
| 0.002454675786291678, | |
| 0.0022328172322428276, | |
| 0.002229552569497315, | |
| 0.0022178474940109452, | |
| 0.002205876107599866, | |
| 0.0021019212115274103, | |
| 0.0020314385117365026, | |
| 0.001975875761280019, | |
| 0.0018974131621780888, | |
| 0.0018538741294535654, | |
| 0.0018500323939992405, | |
| 0.0017792274834471844, | |
| 0.0016678114836405206, | |
| 0.0016584047452052055, | |
| 0.0016363382390669296, | |
| 0.0014967955117277732, | |
| 0.0012870888144745443, | |
| 0.0010132980747553963, | |
| 0.000945123868009983, | |
| 0.0009445353358522432, | |
| 0.0008726364657653014, | |
| 0.0008408539115826749, | |
| 0.0007015771752602952, | |
| 0.0006747052177319469, | |
| 0.0006525270499219692, | |
| 0.0006481671681570293, | |
| 0.00035090378857699907, | |
| 0.00025508934110392056, | |
| 0.0002227188494731621, | |
| 0.0001354376322566459, | |
| 0.00011233544416626109, | |
| 5.376513688495506e-05, | |
| 4.379134724951803e-05, | |
| 2.683445025950599e-05, | |
| 1.5233690902324966e-05, | |
| 3.4215781907272615e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 88.69565217391305, | |
| "precision": 53.33333333333333, | |
| "recall": 33.33333333333333, | |
| "f1": 39.99999999999999 | |
| }, | |
| "selection": { | |
| "precision": 0.6143913360408206, | |
| "recall": 0.6521739130434783, | |
| "f1": 0.6327045070500569, | |
| "jaccard": 0.3191669012102448 | |
| } | |
| } | |
| } |