| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "XIST", | |
| "SHANK1", | |
| "MAGEB10", | |
| "AKT2", | |
| "BCO1", | |
| "LINC00314", | |
| "BRAP", | |
| "SVBP", | |
| "TNFRSF10D", | |
| "GFPT2", | |
| "H2AB1", | |
| "EPS8L1", | |
| "NKX6-1", | |
| "MRPL40", | |
| "KIAA1191", | |
| "ERICH6", | |
| "FYB2", | |
| "CEACAM8", | |
| "PRR11", | |
| "GDF6", | |
| "CATSPER2P1", | |
| "IFNA6", | |
| "SLC24A5", | |
| "DCDC1", | |
| "GSTA1", | |
| "ZNF706", | |
| "EPCIP-AS1", | |
| "FLJ33534", | |
| "BLNK", | |
| "PLSCR1", | |
| "ADGRD1", | |
| "SLC18A3", | |
| "CD207", | |
| "OR11H4", | |
| "PXT1", | |
| "RABEP2", | |
| "ITPRID2", | |
| "BATF2", | |
| "FGFBP2", | |
| "HMGB4", | |
| "P2RY2", | |
| "PIAS1", | |
| "ZNF382", | |
| "COL23A1", | |
| "KLHL1", | |
| "SLC26A8", | |
| "BMAL2", | |
| "GLB1L2", | |
| "ARG1", | |
| "TAS1R2", | |
| "ALPK3", | |
| "TPH2", | |
| "SNAP29", | |
| "SNHG8", | |
| "TSHZ2", | |
| "DDX6", | |
| "CEACAM3", | |
| "MCMBP", | |
| "CLEC2B", | |
| "OR10G7", | |
| "FITM2", | |
| "C4BPA", | |
| "CTSG", | |
| "NUDT4B", | |
| "NPHS2", | |
| "OR2A12", | |
| "RNASE3", | |
| "ART5", | |
| "DNAAF3", | |
| "BPIFA2", | |
| "RPP25", | |
| "BLM", | |
| "ANKRD42", | |
| "PNPLA5", | |
| "DSCR8", | |
| "ZNF799", | |
| "BMF", | |
| "SLC6A2", | |
| "TP53I3", | |
| "CXCL9", | |
| "PDYN", | |
| "FOXI1", | |
| "NDUFS1", | |
| "ASB7", | |
| "CPO", | |
| "HCG4", | |
| "KRTAP10-4", | |
| "MAML2", | |
| "SLC5A1", | |
| "CELA2B", | |
| "SHPK", | |
| "HLA-DOB", | |
| "ATP2B4", | |
| "BOD1L1", | |
| "KLK8", | |
| "TCHHL1", | |
| "ZNF708", | |
| "ZNF818P", | |
| "MSC", | |
| "CRH", | |
| "MTG2", | |
| "VASP", | |
| "MYEOV", | |
| "GAGE4", | |
| "ARID2", | |
| "MYO15A", | |
| "ACTRT2", | |
| "AP1S3", | |
| "ITPKC", | |
| "ANKS1A", | |
| "MEIOB", | |
| "KCNS3", | |
| "SAPCD1", | |
| "E2F8", | |
| "CPNE7", | |
| "STX18", | |
| "ITGA8", | |
| "LYPD3", | |
| "GANC", | |
| "PPP1R1A", | |
| "EWSR1", | |
| "ABCB5", | |
| "GTF2IRD2P1", | |
| "ATF6B" | |
| ], | |
| "Coefficient": [ | |
| 0.11100224624307477, | |
| 0.04460112622546855, | |
| 0.04368044470458017, | |
| 0.03893587034035453, | |
| 0.03517383733026461, | |
| 0.028862841288340393, | |
| 0.027473410769752238, | |
| -0.02376529733712961, | |
| -0.02305669543904514, | |
| 0.022188199605926565, | |
| 0.022148579776580857, | |
| 0.022095673038058997, | |
| -0.021974884507819748, | |
| -0.02189784866316173, | |
| 0.02174538489147098, | |
| 0.020548060481512077, | |
| 0.019946690608341262, | |
| -0.01908803855977804, | |
| 0.01883657817973544, | |
| -0.01841409327059957, | |
| 0.017574959758879304, | |
| -0.01677879326824981, | |
| -0.016680953283733195, | |
| 0.016075235850625317, | |
| -0.014523667446278773, | |
| 0.01446631630390674, | |
| 0.014442198199844887, | |
| 0.014305931848590067, | |
| 0.01410058404736227, | |
| 0.013293391417539026, | |
| 0.013265484318678545, | |
| -0.01283840621563781, | |
| -0.012728138865100469, | |
| 0.012249106114619589, | |
| -0.011743473689742294, | |
| 0.011391227398631564, | |
| 0.011098149800407296, | |
| 0.010816745720923834, | |
| 0.010694759570728843, | |
| -0.010102071912805329, | |
| -0.00997012420181276, | |
| 0.009839374053015493, | |
| 0.00976053517198389, | |
| 0.009443900836334864, | |
| 0.008935826960788339, | |
| 0.00859637009156979, | |
| 0.008522079638912428, | |
| 0.008518650523109643, | |
| 0.008160920913519503, | |
| -0.007376255825125258, | |
| 0.00719187835266517, | |
| 0.007062248241559294, | |
| 0.007020378858466878, | |
| 0.007005267058045405, | |
| 0.0069222210259177325, | |
| 0.006757484964444673, | |
| 0.006747004917693171, | |
| -0.006576344636733291, | |
| 0.006256341318856191, | |
| -0.006192598619204099, | |
| 0.005866563251341867, | |
| -0.005848330800816819, | |
| -0.0057458268681851036, | |
| -0.00546038425619236, | |
| 0.005371496232798878, | |
| -0.00530351714292628, | |
| -0.005214353704747545, | |
| -0.005188455604426618, | |
| 0.004961551331793468, | |
| 0.004845062207839658, | |
| -0.004798053609513485, | |
| -0.004777101828924264, | |
| 0.004715062576448649, | |
| 0.004625555843163294, | |
| 0.004542610862880589, | |
| 0.0044550455119940265, | |
| -0.004318886134811215, | |
| -0.004164696731897504, | |
| -0.0040462158756425035, | |
| 0.004036126273717277, | |
| 0.003993817464052841, | |
| 0.0037938251564895407, | |
| -0.003591714446591937, | |
| 0.003403535236205378, | |
| 0.003010919535657797, | |
| 0.0030069116585636473, | |
| -0.002967586117332955, | |
| 0.0028749188020132507, | |
| -0.0028696054647617546, | |
| 0.002867312241293403, | |
| -0.002742679263318391, | |
| 0.002536040478646437, | |
| 0.0023530577856943715, | |
| 0.002258340443167, | |
| -0.00221074605034524, | |
| 0.002168193181547151, | |
| 0.0020170393017029113, | |
| 0.0016555190366874166, | |
| 0.0016174481965407505, | |
| -0.0015907859515958192, | |
| 0.001549034297047861, | |
| 0.0015173261951808542, | |
| -0.0014913787716995528, | |
| -0.0014251357830537645, | |
| -0.0014053077045919355, | |
| 0.001327229085983172, | |
| -0.0012342629336562895, | |
| -0.001209485246087586, | |
| 0.001172302062578358, | |
| -0.0010486554105354324, | |
| 0.0009369224074649678, | |
| -0.000929773343940392, | |
| -0.0009076011022908243, | |
| -0.0008448755728245394, | |
| 0.0006204197573304828, | |
| -0.00047053904807968565, | |
| 0.00043114297757248946, | |
| -0.000382260764442853, | |
| 0.0003523639600330048, | |
| 0.00032470020988556247, | |
| -0.00029705326403980465, | |
| -0.0002194939272597976, | |
| -9.604880579924871e-05, | |
| 2.5786563863858135e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.11100224624307477, | |
| 0.04460112622546855, | |
| 0.04368044470458017, | |
| 0.03893587034035453, | |
| 0.03517383733026461, | |
| 0.028862841288340393, | |
| 0.027473410769752238, | |
| 0.02376529733712961, | |
| 0.02305669543904514, | |
| 0.022188199605926565, | |
| 0.022148579776580857, | |
| 0.022095673038058997, | |
| 0.021974884507819748, | |
| 0.02189784866316173, | |
| 0.02174538489147098, | |
| 0.020548060481512077, | |
| 0.019946690608341262, | |
| 0.01908803855977804, | |
| 0.01883657817973544, | |
| 0.01841409327059957, | |
| 0.017574959758879304, | |
| 0.01677879326824981, | |
| 0.016680953283733195, | |
| 0.016075235850625317, | |
| 0.014523667446278773, | |
| 0.01446631630390674, | |
| 0.014442198199844887, | |
| 0.014305931848590067, | |
| 0.01410058404736227, | |
| 0.013293391417539026, | |
| 0.013265484318678545, | |
| 0.01283840621563781, | |
| 0.012728138865100469, | |
| 0.012249106114619589, | |
| 0.011743473689742294, | |
| 0.011391227398631564, | |
| 0.011098149800407296, | |
| 0.010816745720923834, | |
| 0.010694759570728843, | |
| 0.010102071912805329, | |
| 0.00997012420181276, | |
| 0.009839374053015493, | |
| 0.00976053517198389, | |
| 0.009443900836334864, | |
| 0.008935826960788339, | |
| 0.00859637009156979, | |
| 0.008522079638912428, | |
| 0.008518650523109643, | |
| 0.008160920913519503, | |
| 0.007376255825125258, | |
| 0.00719187835266517, | |
| 0.007062248241559294, | |
| 0.007020378858466878, | |
| 0.007005267058045405, | |
| 0.0069222210259177325, | |
| 0.006757484964444673, | |
| 0.006747004917693171, | |
| 0.006576344636733291, | |
| 0.006256341318856191, | |
| 0.006192598619204099, | |
| 0.005866563251341867, | |
| 0.005848330800816819, | |
| 0.0057458268681851036, | |
| 0.00546038425619236, | |
| 0.005371496232798878, | |
| 0.00530351714292628, | |
| 0.005214353704747545, | |
| 0.005188455604426618, | |
| 0.004961551331793468, | |
| 0.004845062207839658, | |
| 0.004798053609513485, | |
| 0.004777101828924264, | |
| 0.004715062576448649, | |
| 0.004625555843163294, | |
| 0.004542610862880589, | |
| 0.0044550455119940265, | |
| 0.004318886134811215, | |
| 0.004164696731897504, | |
| 0.0040462158756425035, | |
| 0.004036126273717277, | |
| 0.003993817464052841, | |
| 0.0037938251564895407, | |
| 0.003591714446591937, | |
| 0.003403535236205378, | |
| 0.003010919535657797, | |
| 0.0030069116585636473, | |
| 0.002967586117332955, | |
| 0.0028749188020132507, | |
| 0.0028696054647617546, | |
| 0.002867312241293403, | |
| 0.002742679263318391, | |
| 0.002536040478646437, | |
| 0.0023530577856943715, | |
| 0.002258340443167, | |
| 0.00221074605034524, | |
| 0.002168193181547151, | |
| 0.0020170393017029113, | |
| 0.0016555190366874166, | |
| 0.0016174481965407505, | |
| 0.0015907859515958192, | |
| 0.001549034297047861, | |
| 0.0015173261951808542, | |
| 0.0014913787716995528, | |
| 0.0014251357830537645, | |
| 0.0014053077045919355, | |
| 0.001327229085983172, | |
| 0.0012342629336562895, | |
| 0.001209485246087586, | |
| 0.001172302062578358, | |
| 0.0010486554105354324, | |
| 0.0009369224074649678, | |
| 0.000929773343940392, | |
| 0.0009076011022908243, | |
| 0.0008448755728245394, | |
| 0.0006204197573304828, | |
| 0.00047053904807968565, | |
| 0.00043114297757248946, | |
| 0.000382260764442853, | |
| 0.0003523639600330048, | |
| 0.00032470020988556247, | |
| 0.00029705326403980465, | |
| 0.0002194939272597976, | |
| 9.604880579924871e-05, | |
| 2.5786563863858135e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 86.95652173913042, | |
| "precision": 50.0, | |
| "recall": 31.666666666666664, | |
| "f1": 37.142857142857146 | |
| }, | |
| "selection": { | |
| "precision": 0.5865546218487395, | |
| "recall": 0.6521739130434783, | |
| "f1": 0.6175645856228305, | |
| "jaccard": 0.3103798012165287 | |
| } | |
| } | |
| } |