| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MIR1909", | |
| "TUBB1", | |
| "IDI2-AS1", | |
| "OR6Q1", | |
| "TRIM51", | |
| "UGT2B28", | |
| "SMIM12", | |
| "ANGPTL7", | |
| "METTL21EP", | |
| "PCDHB11", | |
| "FRMD7", | |
| "HRH1", | |
| "OR1S2", | |
| "PLAU", | |
| "SSU72P1", | |
| "OR8B1P", | |
| "GHRL", | |
| "CACNA2D4", | |
| "XPR1", | |
| "MDS2", | |
| "OR1N2", | |
| "LRFN5", | |
| "CD5L", | |
| "FADS1", | |
| "MIR106A", | |
| "HSBP1P2", | |
| "ANXA10", | |
| "GNPTG", | |
| "S100A11P2", | |
| "KCNB1", | |
| "PRPS1L1", | |
| "PF4", | |
| "GLUD2", | |
| "CHAC1", | |
| "IKZF4", | |
| "MRGPRX3", | |
| "SPRR2D", | |
| "MMAB", | |
| "FBXO15", | |
| "ANKRD34C", | |
| "ZNF233", | |
| "DKK3", | |
| "TSBP1", | |
| "KRTAP13-3", | |
| "GFRA3", | |
| "GSTM1", | |
| "SMOC1", | |
| "RFXAP", | |
| "FAM149B1", | |
| "SP3", | |
| "STATH", | |
| "OR8A1", | |
| "OR4C46", | |
| "COTL1P1", | |
| "EP300", | |
| "RASL11A", | |
| "MIR382", | |
| "LRIT3", | |
| "PGA3", | |
| "TDRD9", | |
| "HCFC1R1", | |
| "RNA5SP269", | |
| "DEFB118", | |
| "GPR148", | |
| "LRFN1", | |
| "TP53I11", | |
| "ACBD6", | |
| "LIAT1", | |
| "ARF6", | |
| "OR5T3", | |
| "INTS15", | |
| "ZNF22", | |
| "STC2", | |
| "PFN4", | |
| "RNF31", | |
| "SNORA22", | |
| "MIR100", | |
| "HNRNPA1P8", | |
| "OR11G2", | |
| "OR13A1", | |
| "ALDH8A1", | |
| "REXO1", | |
| "OR1J1", | |
| "PLEKHG4", | |
| "OR5G3", | |
| "PITX1", | |
| "RAD21L1", | |
| "THAP1", | |
| "KMT5A", | |
| "RPS2P2", | |
| "APLNR", | |
| "HPCAL4", | |
| "LINC01602", | |
| "OR10U1P", | |
| "RPS6P6", | |
| "OR4H12P", | |
| "KLHL38", | |
| "PIN1", | |
| "NECAB1", | |
| "SIGLEC17P", | |
| "ZNF829", | |
| "AMTN", | |
| "CIBAR1P1", | |
| "R3HDM4", | |
| "RHBDL1", | |
| "HBE1", | |
| "BOLL", | |
| "ALKBH5", | |
| "MIR146A", | |
| "ACTR5", | |
| "OR4A16", | |
| "PEG10", | |
| "CCDC121", | |
| "SLC6A1", | |
| "YBX1P1", | |
| "CRELD1", | |
| "SLC25A35", | |
| "DDX20", | |
| "VSTM1", | |
| "RRAGA", | |
| "OR52I1", | |
| "NANOGNB", | |
| "APOL5", | |
| "PHTF1", | |
| "MTA1", | |
| "C10orf90", | |
| "CSPG4", | |
| "PSMB3P2", | |
| "TBCC", | |
| "CFL1P3", | |
| "RBM4B", | |
| "RNA5SP74", | |
| "NHS", | |
| "IRF9", | |
| "EVC2", | |
| "POFUT1", | |
| "RRP7A", | |
| "HUS1", | |
| "SSX7", | |
| "UNC50", | |
| "MIR153-2", | |
| "OR1L1", | |
| "RPS2P45", | |
| "PRSS27", | |
| "RAB39B", | |
| "OR51A7", | |
| "TAPBPL", | |
| "CDKL4", | |
| "CCL7", | |
| "RBM46", | |
| "HIC2", | |
| "TSSK4", | |
| "MIR16-2", | |
| "MBLAC2", | |
| "MIR1908", | |
| "MIR153-1", | |
| "EMC6", | |
| "OR52A5", | |
| "TBCCD1", | |
| "ZC3H10", | |
| "MIR301A", | |
| "LGSN", | |
| "PSMG1", | |
| "RAPSN", | |
| "PASK", | |
| "DGKK", | |
| "PUM3", | |
| "PLA2G4E", | |
| "MAOB", | |
| "UPP2", | |
| "BOLA1", | |
| "NUDT14", | |
| "TEKT4", | |
| "RNU6-68P", | |
| "FAM167A-AS1", | |
| "OR6K4P", | |
| "DPPA3P2", | |
| "RNA5SP183", | |
| "NPVF", | |
| "SNORA36C", | |
| "EPHA7", | |
| "SUMO1P1", | |
| "GSTT2", | |
| "WFDC3", | |
| "RPL13A", | |
| "PGA4", | |
| "PGA5", | |
| "OR5G5P" | |
| ], | |
| "Coefficient": [ | |
| -0.05223625514043553, | |
| -0.05185812149655583, | |
| -0.0516300379779724, | |
| 0.04907630199085743, | |
| 0.046629942217363815, | |
| 0.046309921018170955, | |
| -0.041693138528496966, | |
| 0.03987720989908056, | |
| -0.03794003916727753, | |
| 0.03469674755604177, | |
| -0.03368185741901724, | |
| 0.03364548393022962, | |
| -0.0328875833943399, | |
| 0.030620171394999403, | |
| 0.03037076515258211, | |
| -0.02988953872133525, | |
| -0.02977146153211845, | |
| 0.02959310438359889, | |
| -0.029352867300039717, | |
| -0.028233643415556942, | |
| 0.02718489008468287, | |
| -0.027122091160801345, | |
| -0.024922201264498064, | |
| -0.022563486013463488, | |
| 0.02219492407778096, | |
| -0.021516768141410125, | |
| 0.0204856210978384, | |
| -0.020377457285540537, | |
| 0.020366624569048534, | |
| 0.020186525860422178, | |
| -0.019443186117995843, | |
| -0.019432387615271628, | |
| -0.019051870345596758, | |
| -0.019020038915322123, | |
| 0.018959142646803637, | |
| -0.01879054603204899, | |
| 0.01836227655421081, | |
| -0.018340686629346386, | |
| -0.018305389605884046, | |
| -0.018297878222399446, | |
| 0.0182727037990002, | |
| 0.017315059515935483, | |
| -0.016801928281271222, | |
| 0.016441757549048114, | |
| 0.01636118068122965, | |
| -0.01595443156409282, | |
| 0.015806952557090078, | |
| -0.01554051157361329, | |
| -0.01538859278380223, | |
| 0.015384479286645405, | |
| -0.015089674132118812, | |
| -0.014747816365436274, | |
| -0.014571259292864572, | |
| 0.014081790909838698, | |
| 0.014053952966131949, | |
| -0.014024632834371272, | |
| -0.013911241898827613, | |
| -0.013768433576593402, | |
| -0.013630341349407563, | |
| 0.01335889233878698, | |
| 0.012961322268593202, | |
| -0.012721692595657183, | |
| -0.012647316568748292, | |
| -0.012629765388914034, | |
| -0.01259329769325026, | |
| 0.012577480358129146, | |
| -0.012271458115672663, | |
| -0.012218758926592377, | |
| 0.012192859367274617, | |
| 0.012119592759407563, | |
| -0.012054142718294827, | |
| -0.01202045095110388, | |
| -0.01136863362074904, | |
| 0.010714339781849396, | |
| 0.010707974606905224, | |
| -0.01069926212103242, | |
| -0.010684929394243684, | |
| -0.010650028545720993, | |
| -0.010263349117062191, | |
| -0.010218264441482144, | |
| -0.009948867036458729, | |
| -0.009322602292892326, | |
| -0.009314537233958222, | |
| -0.00930366115006599, | |
| -0.009012556236383093, | |
| 0.008976391717535602, | |
| 0.008687261137528521, | |
| -0.008527341142701804, | |
| 0.008516160639615612, | |
| 0.008507916832782889, | |
| 0.008460754936205265, | |
| -0.008444803312220297, | |
| 0.008375712830747981, | |
| -0.00829079232159724, | |
| -0.007988303218069358, | |
| -0.0079590527147331, | |
| 0.007929700349817973, | |
| 0.00789832861929054, | |
| -0.007692599856339929, | |
| 0.007642953505516878, | |
| -0.007628674900704845, | |
| -0.007497642978152836, | |
| -0.007436126082960001, | |
| -0.007267208518249689, | |
| -0.006977384182353488, | |
| -0.0069664623651420135, | |
| -0.006964287730823169, | |
| -0.0067920071679144385, | |
| -0.006784099413223324, | |
| 0.006704879001185728, | |
| 0.00667849093470248, | |
| -0.006533655824721761, | |
| -0.006394542914607773, | |
| 0.006189782687808427, | |
| -0.006137303515482989, | |
| 0.005591055664480384, | |
| -0.005574858295018439, | |
| -0.005529342560595634, | |
| -0.0055027425731699565, | |
| -0.005490024509773978, | |
| -0.005473513584587937, | |
| 0.005346361615341429, | |
| 0.005303356561400137, | |
| -0.005239609727637772, | |
| -0.005180526384453479, | |
| 0.0051638128861126, | |
| 0.005040709323340084, | |
| 0.004994354466763394, | |
| 0.0049421320793721435, | |
| 0.004768659513547921, | |
| -0.004663217641191228, | |
| -0.004593510506889813, | |
| 0.004244990784051597, | |
| 0.004219930857940218, | |
| -0.004129281472314056, | |
| 0.004120940137120326, | |
| 0.0038556747620864433, | |
| 0.0035486094776079093, | |
| 0.0034920296226331397, | |
| 0.0034884371932305206, | |
| -0.0031752860317420884, | |
| -0.00280896665834933, | |
| 0.0027810304097019884, | |
| -0.002752279333833374, | |
| -0.0027157815372587358, | |
| -0.00266700826923179, | |
| 0.0026410790515189564, | |
| -0.0025718314522738353, | |
| -0.0025375417200934032, | |
| -0.0024578346494062713, | |
| -0.002336530386334691, | |
| -0.002306981603756854, | |
| -0.002271421586669285, | |
| -0.002100388779543414, | |
| -0.001975381272047431, | |
| -0.00184360475541987, | |
| 0.001806507934832149, | |
| -0.0017819130409472723, | |
| 0.00171314876952742, | |
| -0.0016917736015979084, | |
| 0.0016801469136704184, | |
| -0.0013794398642747278, | |
| -0.00118906032003988, | |
| 0.001150968435571838, | |
| 0.001120086717295447, | |
| -0.0007771312031936829, | |
| -0.0007510404936154707, | |
| 0.0007426079509527791, | |
| 0.0006245522457214326, | |
| -0.000619272038235874, | |
| 0.000583879478314887, | |
| -0.0005735818189229093, | |
| 0.0005302072608711552, | |
| -0.000510115766340537, | |
| -0.0004989250874234917, | |
| -0.0003919549117648081, | |
| -0.00022284267681568822, | |
| 0.00019644256209623906, | |
| 0.00016928339126446806, | |
| 0.00011518396331837818, | |
| 9.085512619203668e-05, | |
| 7.952342060185417e-05, | |
| -6.780852894261085e-05, | |
| 5.724125288213713e-05, | |
| -1.541043071055451e-05, | |
| -3.640075490574284e-18, | |
| -1.820037745287142e-18, | |
| -1.8200377452871416e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.05223625514043553, | |
| 0.05185812149655583, | |
| 0.0516300379779724, | |
| 0.04907630199085743, | |
| 0.046629942217363815, | |
| 0.046309921018170955, | |
| 0.041693138528496966, | |
| 0.03987720989908056, | |
| 0.03794003916727753, | |
| 0.03469674755604177, | |
| 0.03368185741901724, | |
| 0.03364548393022962, | |
| 0.0328875833943399, | |
| 0.030620171394999403, | |
| 0.03037076515258211, | |
| 0.02988953872133525, | |
| 0.02977146153211845, | |
| 0.02959310438359889, | |
| 0.029352867300039717, | |
| 0.028233643415556942, | |
| 0.02718489008468287, | |
| 0.027122091160801345, | |
| 0.024922201264498064, | |
| 0.022563486013463488, | |
| 0.02219492407778096, | |
| 0.021516768141410125, | |
| 0.0204856210978384, | |
| 0.020377457285540537, | |
| 0.020366624569048534, | |
| 0.020186525860422178, | |
| 0.019443186117995843, | |
| 0.019432387615271628, | |
| 0.019051870345596758, | |
| 0.019020038915322123, | |
| 0.018959142646803637, | |
| 0.01879054603204899, | |
| 0.01836227655421081, | |
| 0.018340686629346386, | |
| 0.018305389605884046, | |
| 0.018297878222399446, | |
| 0.0182727037990002, | |
| 0.017315059515935483, | |
| 0.016801928281271222, | |
| 0.016441757549048114, | |
| 0.01636118068122965, | |
| 0.01595443156409282, | |
| 0.015806952557090078, | |
| 0.01554051157361329, | |
| 0.01538859278380223, | |
| 0.015384479286645405, | |
| 0.015089674132118812, | |
| 0.014747816365436274, | |
| 0.014571259292864572, | |
| 0.014081790909838698, | |
| 0.014053952966131949, | |
| 0.014024632834371272, | |
| 0.013911241898827613, | |
| 0.013768433576593402, | |
| 0.013630341349407563, | |
| 0.01335889233878698, | |
| 0.012961322268593202, | |
| 0.012721692595657183, | |
| 0.012647316568748292, | |
| 0.012629765388914034, | |
| 0.01259329769325026, | |
| 0.012577480358129146, | |
| 0.012271458115672663, | |
| 0.012218758926592377, | |
| 0.012192859367274617, | |
| 0.012119592759407563, | |
| 0.012054142718294827, | |
| 0.01202045095110388, | |
| 0.01136863362074904, | |
| 0.010714339781849396, | |
| 0.010707974606905224, | |
| 0.01069926212103242, | |
| 0.010684929394243684, | |
| 0.010650028545720993, | |
| 0.010263349117062191, | |
| 0.010218264441482144, | |
| 0.009948867036458729, | |
| 0.009322602292892326, | |
| 0.009314537233958222, | |
| 0.00930366115006599, | |
| 0.009012556236383093, | |
| 0.008976391717535602, | |
| 0.008687261137528521, | |
| 0.008527341142701804, | |
| 0.008516160639615612, | |
| 0.008507916832782889, | |
| 0.008460754936205265, | |
| 0.008444803312220297, | |
| 0.008375712830747981, | |
| 0.00829079232159724, | |
| 0.007988303218069358, | |
| 0.0079590527147331, | |
| 0.007929700349817973, | |
| 0.00789832861929054, | |
| 0.007692599856339929, | |
| 0.007642953505516878, | |
| 0.007628674900704845, | |
| 0.007497642978152836, | |
| 0.007436126082960001, | |
| 0.007267208518249689, | |
| 0.006977384182353488, | |
| 0.0069664623651420135, | |
| 0.006964287730823169, | |
| 0.0067920071679144385, | |
| 0.006784099413223324, | |
| 0.006704879001185728, | |
| 0.00667849093470248, | |
| 0.006533655824721761, | |
| 0.006394542914607773, | |
| 0.006189782687808427, | |
| 0.006137303515482989, | |
| 0.005591055664480384, | |
| 0.005574858295018439, | |
| 0.005529342560595634, | |
| 0.0055027425731699565, | |
| 0.005490024509773978, | |
| 0.005473513584587937, | |
| 0.005346361615341429, | |
| 0.005303356561400137, | |
| 0.005239609727637772, | |
| 0.005180526384453479, | |
| 0.0051638128861126, | |
| 0.005040709323340084, | |
| 0.004994354466763394, | |
| 0.0049421320793721435, | |
| 0.004768659513547921, | |
| 0.004663217641191228, | |
| 0.004593510506889813, | |
| 0.004244990784051597, | |
| 0.004219930857940218, | |
| 0.004129281472314056, | |
| 0.004120940137120326, | |
| 0.0038556747620864433, | |
| 0.0035486094776079093, | |
| 0.0034920296226331397, | |
| 0.0034884371932305206, | |
| 0.0031752860317420884, | |
| 0.00280896665834933, | |
| 0.0027810304097019884, | |
| 0.002752279333833374, | |
| 0.0027157815372587358, | |
| 0.00266700826923179, | |
| 0.0026410790515189564, | |
| 0.0025718314522738353, | |
| 0.0025375417200934032, | |
| 0.0024578346494062713, | |
| 0.002336530386334691, | |
| 0.002306981603756854, | |
| 0.002271421586669285, | |
| 0.002100388779543414, | |
| 0.001975381272047431, | |
| 0.00184360475541987, | |
| 0.001806507934832149, | |
| 0.0017819130409472723, | |
| 0.00171314876952742, | |
| 0.0016917736015979084, | |
| 0.0016801469136704184, | |
| 0.0013794398642747278, | |
| 0.00118906032003988, | |
| 0.001150968435571838, | |
| 0.001120086717295447, | |
| 0.0007771312031936829, | |
| 0.0007510404936154707, | |
| 0.0007426079509527791, | |
| 0.0006245522457214326, | |
| 0.000619272038235874, | |
| 0.000583879478314887, | |
| 0.0005735818189229093, | |
| 0.0005302072608711552, | |
| 0.000510115766340537, | |
| 0.0004989250874234917, | |
| 0.0003919549117648081, | |
| 0.00022284267681568822, | |
| 0.00019644256209623906, | |
| 0.00016928339126446806, | |
| 0.00011518396331837818, | |
| 9.085512619203668e-05, | |
| 7.952342060185417e-05, | |
| 6.780852894261085e-05, | |
| 5.724125288213713e-05, | |
| 1.541043071055451e-05, | |
| 3.640075490574284e-18, | |
| 1.820037745287142e-18, | |
| 1.8200377452871416e-18 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 79.16666666666666, | |
| "precision": 82.5125661762861, | |
| "recall": 82.63053939524528, | |
| "f1": 81.65169842792734 | |
| }, | |
| "selection": { | |
| "precision": 0.9985322632942151, | |
| "recall": 2.0779220779220777, | |
| "f1": 1.3478677861403874, | |
| "jaccard": 0.679576257028255 | |
| } | |
| } | |
| } |