| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "SLC16A11", | |
| "JADE1", | |
| "NPBWR1", | |
| "P2RX5", | |
| "EGR1", | |
| "TFF2", | |
| "GBX2", | |
| "SLC7A13", | |
| "CD2", | |
| "AAAS", | |
| "PTGR3", | |
| "FZD1", | |
| "BLZF1", | |
| "B3GLCT", | |
| "DMRT3", | |
| "ELN", | |
| "KDSR", | |
| "CD209", | |
| "IL6ST", | |
| "ERAP2", | |
| "RNF14", | |
| "HOXB3", | |
| "SEMA7A", | |
| "MIOX", | |
| "SCN5A", | |
| "TRPC7", | |
| "TNMD", | |
| "ARHGAP11A", | |
| "SSH2", | |
| "AGPAT2", | |
| "EBF3", | |
| "ATOH8", | |
| "KCNH2", | |
| "UPK3B", | |
| "FASTKD3", | |
| "REM1", | |
| "PHKB", | |
| "TMEM14C", | |
| "SLC25A19", | |
| "MIR100", | |
| "CENPW", | |
| "ARRDC3", | |
| "SPIN4", | |
| "FOS", | |
| "PRPF31", | |
| "PSORS1C3", | |
| "MAF1", | |
| "IDI2-AS1", | |
| "MIR517B", | |
| "CEMIP2", | |
| "H3C15", | |
| "SCGB2B2", | |
| "IDO1", | |
| "DDX60", | |
| "KRT86", | |
| "LUZP1", | |
| "KPRP", | |
| "DRC3", | |
| "JUNB", | |
| "SUPT6H", | |
| "BICC1", | |
| "TSHZ1", | |
| "MED7", | |
| "MET", | |
| "ADGRG3", | |
| "THEM4", | |
| "SEMA3F", | |
| "RMRP", | |
| "TOP2A", | |
| "TRAPPC12", | |
| "SHISAL2A", | |
| "C9orf40", | |
| "ARHGAP24", | |
| "IRF9", | |
| "WASHC2C", | |
| "WASHC2A", | |
| "VILL" | |
| ], | |
| "Coefficient": [ | |
| -0.12404744595115523, | |
| 0.09652483422264108, | |
| 0.07432730809078524, | |
| -0.06796998912510888, | |
| -0.06654229613886582, | |
| 0.06636782235848891, | |
| -0.06379690149368393, | |
| 0.06231676124306323, | |
| 0.06105879992152572, | |
| 0.06070312601295512, | |
| 0.060652925267014254, | |
| -0.058398464586693254, | |
| -0.05483719513976032, | |
| 0.05268431977283371, | |
| -0.04652406730994964, | |
| -0.0462146756085188, | |
| 0.045609378332176306, | |
| 0.04268984146427128, | |
| 0.040548133492652495, | |
| 0.04027376505639523, | |
| -0.03706074153148578, | |
| 0.03650032282118473, | |
| 0.03619307828233955, | |
| 0.0359911112070651, | |
| -0.03299389010222813, | |
| -0.0304013023999291, | |
| -0.03011476627103849, | |
| -0.029003535498972784, | |
| -0.027217605500127372, | |
| -0.026473445324509164, | |
| -0.02635902974356254, | |
| 0.025714741794340877, | |
| -0.02401107745193479, | |
| -0.02387354985455723, | |
| 0.022947019409754753, | |
| -0.02166929897871821, | |
| -0.020553901906075808, | |
| -0.02006721082975572, | |
| 0.018948846624055323, | |
| -0.018930649177800886, | |
| -0.01815726444152553, | |
| -0.01719213556086124, | |
| -0.01705517811027798, | |
| -0.016823489243345403, | |
| -0.016149087982225464, | |
| 0.016021124849179138, | |
| 0.015309228373755545, | |
| 0.01507778328525297, | |
| -0.01503192517412341, | |
| 0.014916339873425284, | |
| -0.013002784001142192, | |
| 0.012008914063721166, | |
| 0.011325474099281323, | |
| 0.010527733200169108, | |
| -0.010338147793799083, | |
| 0.010213559103750307, | |
| -0.00907697897546744, | |
| -0.007831439328771679, | |
| -0.007287366745609837, | |
| 0.007102810457270081, | |
| 0.006382700161351248, | |
| 0.0060107756236403576, | |
| -0.005989212709550731, | |
| -0.005429190982593733, | |
| -0.005232013147993513, | |
| -0.004694736012977721, | |
| 0.004028682254735742, | |
| 0.003861271575716343, | |
| -0.002507959599057747, | |
| 0.002469601844813872, | |
| 0.002246883675328872, | |
| -0.001813960822343895, | |
| 0.0013413273602017669, | |
| 0.001238130517487216, | |
| 9.241748291401384e-05, | |
| 4.854702934540105e-05, | |
| -9.185003013646491e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.12404744595115523, | |
| 0.09652483422264108, | |
| 0.07432730809078524, | |
| 0.06796998912510888, | |
| 0.06654229613886582, | |
| 0.06636782235848891, | |
| 0.06379690149368393, | |
| 0.06231676124306323, | |
| 0.06105879992152572, | |
| 0.06070312601295512, | |
| 0.060652925267014254, | |
| 0.058398464586693254, | |
| 0.05483719513976032, | |
| 0.05268431977283371, | |
| 0.04652406730994964, | |
| 0.0462146756085188, | |
| 0.045609378332176306, | |
| 0.04268984146427128, | |
| 0.040548133492652495, | |
| 0.04027376505639523, | |
| 0.03706074153148578, | |
| 0.03650032282118473, | |
| 0.03619307828233955, | |
| 0.0359911112070651, | |
| 0.03299389010222813, | |
| 0.0304013023999291, | |
| 0.03011476627103849, | |
| 0.029003535498972784, | |
| 0.027217605500127372, | |
| 0.026473445324509164, | |
| 0.02635902974356254, | |
| 0.025714741794340877, | |
| 0.02401107745193479, | |
| 0.02387354985455723, | |
| 0.022947019409754753, | |
| 0.02166929897871821, | |
| 0.020553901906075808, | |
| 0.02006721082975572, | |
| 0.018948846624055323, | |
| 0.018930649177800886, | |
| 0.01815726444152553, | |
| 0.01719213556086124, | |
| 0.01705517811027798, | |
| 0.016823489243345403, | |
| 0.016149087982225464, | |
| 0.016021124849179138, | |
| 0.015309228373755545, | |
| 0.01507778328525297, | |
| 0.01503192517412341, | |
| 0.014916339873425284, | |
| 0.013002784001142192, | |
| 0.012008914063721166, | |
| 0.011325474099281323, | |
| 0.010527733200169108, | |
| 0.010338147793799083, | |
| 0.010213559103750307, | |
| 0.00907697897546744, | |
| 0.007831439328771679, | |
| 0.007287366745609837, | |
| 0.007102810457270081, | |
| 0.006382700161351248, | |
| 0.0060107756236403576, | |
| 0.005989212709550731, | |
| 0.005429190982593733, | |
| 0.005232013147993513, | |
| 0.004694736012977721, | |
| 0.004028682254735742, | |
| 0.003861271575716343, | |
| 0.002507959599057747, | |
| 0.002469601844813872, | |
| 0.002246883675328872, | |
| 0.001813960822343895, | |
| 0.0013413273602017669, | |
| 0.001238130517487216, | |
| 9.241748291401384e-05, | |
| 4.854702934540105e-05, | |
| 9.185003013646491e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 61.666666666666664, | |
| "precision": 65.66666666666666, | |
| "recall": 56.166666666666664, | |
| "f1": 59.57575757575758 | |
| }, | |
| "selection": { | |
| "precision": 0.8959276018099548, | |
| "recall": 0.909090909090909, | |
| "f1": 0.9023584368235161, | |
| "jaccard": 0.45687645687645684 | |
| } | |
| } | |
| } |