{ | |
"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 | |
} | |
} | |
} |