| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ANGPTL7", | |
| "SMIM12", | |
| "TUBB1", | |
| "IDI2-AS1", | |
| "OR8B1P", | |
| "TRIM51", | |
| "XPR1", | |
| "MIR106A", | |
| "RNA5SP74", | |
| "GHRL", | |
| "HRH1", | |
| "MIR1909", | |
| "CACNA2D4", | |
| "TSBP1", | |
| "RAPSN", | |
| "CD5L", | |
| "EP300", | |
| "CCL7", | |
| "RFXAP", | |
| "OR6Q1", | |
| "LRFN5", | |
| "OR8A1", | |
| "UGT2B28", | |
| "HNRNPA1P8", | |
| "HMOX1", | |
| "MIR146A", | |
| "FRMD7", | |
| "ALDH8A1", | |
| "APLNR", | |
| "RPS6P6", | |
| "MTA1", | |
| "MDS2", | |
| "GSTM1", | |
| "PLAU", | |
| "MMAB", | |
| "FADS1", | |
| "CASP2", | |
| "SLC25A35", | |
| "LINC01602", | |
| "PCDHB11", | |
| "TP53I11", | |
| "IKZF4", | |
| "LRFN1", | |
| "RAD21L1", | |
| "SP3", | |
| "CATSPER3", | |
| "KRTAP13-3", | |
| "METTL21EP", | |
| "MRGPRX3", | |
| "OR4A16", | |
| "PFN4", | |
| "MIR382", | |
| "FBXO15", | |
| "GPR148", | |
| "NECAB1", | |
| "NANOGNB", | |
| "NHS", | |
| "SSX7", | |
| "CFL1P3", | |
| "GLUD2", | |
| "ANXA10", | |
| "RNA5SP269", | |
| "MAGEE1", | |
| "OR10U1P", | |
| "AMTN", | |
| "OR4C46", | |
| "GOT1L1", | |
| "CSN3", | |
| "REXO1", | |
| "PNLDC1", | |
| "COTL1P1", | |
| "PRPS1L1", | |
| "HCFC1R1", | |
| "ZNF233", | |
| "CREB3L4", | |
| "RHBDL1", | |
| "PSMB3P2", | |
| "OR1N2", | |
| "SURF6", | |
| "SPARC", | |
| "OR4H12P", | |
| "LRIT3", | |
| "INTS15", | |
| "FAM223A", | |
| "RNU6-68P", | |
| "RASL11A", | |
| "OR11G2", | |
| "OR1J1", | |
| "LYPD5", | |
| "SPRR2D", | |
| "UNC50", | |
| "RNA5SP183", | |
| "HUS1", | |
| "DEFB118", | |
| "DDX20", | |
| "PEG10", | |
| "ACTR5", | |
| "PF4", | |
| "RNA5SP340", | |
| "CIBAR1P1", | |
| "SMOC1", | |
| "S100A11P2", | |
| "CCDC121", | |
| "KLHL42", | |
| "TRPM8", | |
| "PGA3", | |
| "ARL13A", | |
| "MIR100", | |
| "ADGRG2", | |
| "CHI3L2", | |
| "SSU72P1", | |
| "CIDECP1", | |
| "ANKRD35", | |
| "RNF187", | |
| "C10orf90", | |
| "YBX1P1", | |
| "HSD3BP4", | |
| "GDPD4", | |
| "HSBP1P2", | |
| "SNORA36C", | |
| "LHCGR", | |
| "IFI6", | |
| "SPESP1", | |
| "PITX1", | |
| "OR1S2", | |
| "OR51A6P", | |
| "RPL7L1P8", | |
| "RBM4B", | |
| "WFDC3", | |
| "OR5G3", | |
| "MIR141", | |
| "OR51B6", | |
| "STX10", | |
| "HMGN1P30", | |
| "KLHL38", | |
| "CRELD1", | |
| "BOLA1", | |
| "SCGB1D2", | |
| "EPHA7", | |
| "KCNB1", | |
| "NPM1P8", | |
| "PCDH8", | |
| "CXCL14", | |
| "OR1L1", | |
| "RPL7L1P4", | |
| "C1orf216", | |
| "ANKRD34C", | |
| "VXN", | |
| "ATP6V1C2", | |
| "NEFL", | |
| "POSTN", | |
| "SUMO1P1", | |
| "SLC6A1", | |
| "TAPBPL", | |
| "RGS2", | |
| "RAB39B", | |
| "MIR1908", | |
| "BTBD2", | |
| "PIN1", | |
| "STATH", | |
| "OR6B1", | |
| "GRIN2B", | |
| "LDLRAP1", | |
| "ALX1", | |
| "INVS", | |
| "GBP7", | |
| "FAM149B1", | |
| "CEBPA-DT", | |
| "BCL6", | |
| "SLC9A2", | |
| "SNORD37", | |
| "LIAT1", | |
| "ZNF304", | |
| "NXPE2", | |
| "MIR153-2", | |
| "GSTT2", | |
| "STAC", | |
| "NOX5", | |
| "STAT1", | |
| "RNF31", | |
| "VSTM1", | |
| "GFRA3", | |
| "C7orf33", | |
| "PARL", | |
| "TBCCD1", | |
| "RPL13", | |
| "HPR", | |
| "PLEKHF1", | |
| "ZNF619", | |
| "TRIM51G", | |
| "OR13H1", | |
| "SNORD48", | |
| "SNORD68", | |
| "GNB5", | |
| "IRF9", | |
| "FAM223B", | |
| "PGA5", | |
| "GSTT2B" | |
| ], | |
| "Coefficient": [ | |
| 0.054934862524471155, | |
| -0.04645607153814548, | |
| -0.044880903634966024, | |
| -0.04409734325000114, | |
| -0.04026513500249598, | |
| 0.03905186703581896, | |
| -0.038870389565385646, | |
| 0.03704364192486175, | |
| -0.035517376249239216, | |
| -0.033807303940262434, | |
| 0.032869778152232514, | |
| -0.03240624161470857, | |
| 0.029666558797002057, | |
| -0.028347792994168296, | |
| 0.027744727127111932, | |
| -0.027117560194970036, | |
| 0.026079233042161105, | |
| -0.025763580693203923, | |
| -0.025495480938560394, | |
| 0.024893354643638465, | |
| -0.024512931836222943, | |
| -0.024415689019624223, | |
| 0.02333673865863382, | |
| -0.02313036241050536, | |
| 0.02293405462505256, | |
| -0.0224579757135786, | |
| -0.021664073202262147, | |
| -0.021241649241053397, | |
| 0.021174780089787775, | |
| -0.021022012829231364, | |
| -0.020685565852850682, | |
| -0.020423775017452194, | |
| -0.020336364914377153, | |
| 0.02019527172420378, | |
| -0.01963540484853615, | |
| -0.01930408569009411, | |
| 0.019037668777720906, | |
| -0.018948088192699403, | |
| 0.018816374156064474, | |
| 0.018319854091903166, | |
| 0.018207674946035753, | |
| 0.018192170246361647, | |
| -0.018183253429765386, | |
| 0.01787443251591116, | |
| 0.017113976189176632, | |
| -0.016911356517397846, | |
| 0.016668763183975855, | |
| -0.016302493399681463, | |
| -0.016209991510836373, | |
| 0.015892066497775924, | |
| 0.015150260389295319, | |
| -0.014914400437968444, | |
| -0.014759180742218008, | |
| -0.014292354346388949, | |
| -0.014268539573206352, | |
| 0.014094789011336054, | |
| 0.014052768447007103, | |
| 0.01396755255674189, | |
| 0.013874963175267365, | |
| -0.01361158197679936, | |
| 0.013454407952526353, | |
| -0.013170366942408071, | |
| -0.012288550478943575, | |
| -0.012239086003082815, | |
| -0.012005874323187726, | |
| -0.011926856240403, | |
| 0.01177297893319295, | |
| -0.011510677851926308, | |
| -0.011408606513496533, | |
| -0.01136325381507348, | |
| 0.011063312135964044, | |
| -0.010515926315299375, | |
| 0.010497282769899377, | |
| 0.0104869821949091, | |
| 0.010448921626581537, | |
| -0.010241982290669574, | |
| 0.010155787923695366, | |
| 0.010124565167826923, | |
| 0.010110303944946643, | |
| 0.009976665355388036, | |
| -0.009790502403727813, | |
| -0.009786151110296681, | |
| -0.009653641129323423, | |
| -0.009609483464757007, | |
| -0.009591385464980812, | |
| -0.009507031174775731, | |
| -0.009478827423033678, | |
| -0.009291098242654323, | |
| 0.0090788609954677, | |
| 0.00901064784055813, | |
| 0.009005898846460487, | |
| 0.00894598019215225, | |
| 0.008911060418145442, | |
| -0.008750942944557798, | |
| -0.008589948373737305, | |
| -0.008488821249949482, | |
| 0.00841993914686205, | |
| -0.008373965753791476, | |
| -0.008320589111097735, | |
| -0.008187704048156906, | |
| 0.008024677979395056, | |
| 0.007996347378087854, | |
| -0.007970732695523666, | |
| -0.007917048403996716, | |
| -0.007696195162159556, | |
| -0.007489062771026075, | |
| 0.007477053917478611, | |
| -0.0074720535411382915, | |
| -0.007377023865113941, | |
| -0.007256232840418917, | |
| 0.007219428510223921, | |
| 0.007162779725872784, | |
| -0.006945661821335167, | |
| 0.00687865684289263, | |
| 0.006803181844445661, | |
| -0.006770494952583201, | |
| 0.006685249489703661, | |
| -0.006552583478762139, | |
| -0.0065282342349819895, | |
| 0.006361007293088574, | |
| 0.006256075922943923, | |
| 0.006248266965094472, | |
| -0.0061394595468190465, | |
| 0.006104452134319816, | |
| -0.006070211503283488, | |
| -0.006015170318135039, | |
| -0.005834092529098773, | |
| -0.0057223442109440225, | |
| 0.0055005487422862195, | |
| -0.005483752339402891, | |
| -0.005266113741140026, | |
| -0.0052592376487199674, | |
| 0.005093636055627675, | |
| -0.005066217362396607, | |
| 0.0049079785625602045, | |
| 0.004806289599395089, | |
| 0.00459710663739166, | |
| 0.004484785865845042, | |
| 0.00444194250751134, | |
| 0.0043093028569442665, | |
| 0.0040332909294416505, | |
| -0.004004612725764539, | |
| 0.0038222649568625824, | |
| -0.0037762155681699953, | |
| -0.003769795074529263, | |
| -0.003720446437649852, | |
| -0.0035596510696292777, | |
| 0.003456597598772942, | |
| 0.0034364845076571876, | |
| 0.0034298714557005334, | |
| 0.0034290840890048293, | |
| 0.003417044000091111, | |
| 0.003415787822830463, | |
| 0.0033132217405694503, | |
| -0.003261903624346039, | |
| -0.0031622237391087374, | |
| -0.003156829833225472, | |
| -0.0031194934430057914, | |
| 0.0029809952228910387, | |
| -0.002966969229008249, | |
| -0.0029307616147070657, | |
| 0.002768892267327534, | |
| -0.0027383548665053884, | |
| 0.002641915962691968, | |
| 0.002593959873160677, | |
| 0.002582242140267373, | |
| -0.0025466711316103224, | |
| 0.0023533886220817903, | |
| -0.0023309162962224946, | |
| 0.0022620972343142137, | |
| -0.0022246229006531904, | |
| -0.002184479807250519, | |
| 0.0018965427935663977, | |
| 0.001839843460150249, | |
| -0.0017324688753116726, | |
| -0.0015103606256396409, | |
| 0.0013949301008890495, | |
| -0.0011603182378855745, | |
| 0.001128483505299364, | |
| 0.0011152792629888296, | |
| -0.000759394019694225, | |
| 0.0006547770399873137, | |
| 0.0005991819865833946, | |
| 0.0004451657914365281, | |
| 0.00043477516660906745, | |
| -0.0004300995786681214, | |
| 0.0004238142921917029, | |
| 0.0002947571032200734, | |
| -0.00023135439319164284, | |
| 0.00019877392645456792, | |
| -0.00015267096808598525, | |
| 0.00010594543530992908, | |
| -0.00010406938902149797, | |
| -6.200356387578933e-05, | |
| 3.378543301354509e-05, | |
| -9.100188726435706e-18, | |
| -5.4601132358614255e-18, | |
| -3.640075490574285e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.054934862524471155, | |
| 0.04645607153814548, | |
| 0.044880903634966024, | |
| 0.04409734325000114, | |
| 0.04026513500249598, | |
| 0.03905186703581896, | |
| 0.038870389565385646, | |
| 0.03704364192486175, | |
| 0.035517376249239216, | |
| 0.033807303940262434, | |
| 0.032869778152232514, | |
| 0.03240624161470857, | |
| 0.029666558797002057, | |
| 0.028347792994168296, | |
| 0.027744727127111932, | |
| 0.027117560194970036, | |
| 0.026079233042161105, | |
| 0.025763580693203923, | |
| 0.025495480938560394, | |
| 0.024893354643638465, | |
| 0.024512931836222943, | |
| 0.024415689019624223, | |
| 0.02333673865863382, | |
| 0.02313036241050536, | |
| 0.02293405462505256, | |
| 0.0224579757135786, | |
| 0.021664073202262147, | |
| 0.021241649241053397, | |
| 0.021174780089787775, | |
| 0.021022012829231364, | |
| 0.020685565852850682, | |
| 0.020423775017452194, | |
| 0.020336364914377153, | |
| 0.02019527172420378, | |
| 0.01963540484853615, | |
| 0.01930408569009411, | |
| 0.019037668777720906, | |
| 0.018948088192699403, | |
| 0.018816374156064474, | |
| 0.018319854091903166, | |
| 0.018207674946035753, | |
| 0.018192170246361647, | |
| 0.018183253429765386, | |
| 0.01787443251591116, | |
| 0.017113976189176632, | |
| 0.016911356517397846, | |
| 0.016668763183975855, | |
| 0.016302493399681463, | |
| 0.016209991510836373, | |
| 0.015892066497775924, | |
| 0.015150260389295319, | |
| 0.014914400437968444, | |
| 0.014759180742218008, | |
| 0.014292354346388949, | |
| 0.014268539573206352, | |
| 0.014094789011336054, | |
| 0.014052768447007103, | |
| 0.01396755255674189, | |
| 0.013874963175267365, | |
| 0.01361158197679936, | |
| 0.013454407952526353, | |
| 0.013170366942408071, | |
| 0.012288550478943575, | |
| 0.012239086003082815, | |
| 0.012005874323187726, | |
| 0.011926856240403, | |
| 0.01177297893319295, | |
| 0.011510677851926308, | |
| 0.011408606513496533, | |
| 0.01136325381507348, | |
| 0.011063312135964044, | |
| 0.010515926315299375, | |
| 0.010497282769899377, | |
| 0.0104869821949091, | |
| 0.010448921626581537, | |
| 0.010241982290669574, | |
| 0.010155787923695366, | |
| 0.010124565167826923, | |
| 0.010110303944946643, | |
| 0.009976665355388036, | |
| 0.009790502403727813, | |
| 0.009786151110296681, | |
| 0.009653641129323423, | |
| 0.009609483464757007, | |
| 0.009591385464980812, | |
| 0.009507031174775731, | |
| 0.009478827423033678, | |
| 0.009291098242654323, | |
| 0.0090788609954677, | |
| 0.00901064784055813, | |
| 0.009005898846460487, | |
| 0.00894598019215225, | |
| 0.008911060418145442, | |
| 0.008750942944557798, | |
| 0.008589948373737305, | |
| 0.008488821249949482, | |
| 0.00841993914686205, | |
| 0.008373965753791476, | |
| 0.008320589111097735, | |
| 0.008187704048156906, | |
| 0.008024677979395056, | |
| 0.007996347378087854, | |
| 0.007970732695523666, | |
| 0.007917048403996716, | |
| 0.007696195162159556, | |
| 0.007489062771026075, | |
| 0.007477053917478611, | |
| 0.0074720535411382915, | |
| 0.007377023865113941, | |
| 0.007256232840418917, | |
| 0.007219428510223921, | |
| 0.007162779725872784, | |
| 0.006945661821335167, | |
| 0.00687865684289263, | |
| 0.006803181844445661, | |
| 0.006770494952583201, | |
| 0.006685249489703661, | |
| 0.006552583478762139, | |
| 0.0065282342349819895, | |
| 0.006361007293088574, | |
| 0.006256075922943923, | |
| 0.006248266965094472, | |
| 0.0061394595468190465, | |
| 0.006104452134319816, | |
| 0.006070211503283488, | |
| 0.006015170318135039, | |
| 0.005834092529098773, | |
| 0.0057223442109440225, | |
| 0.0055005487422862195, | |
| 0.005483752339402891, | |
| 0.005266113741140026, | |
| 0.0052592376487199674, | |
| 0.005093636055627675, | |
| 0.005066217362396607, | |
| 0.0049079785625602045, | |
| 0.004806289599395089, | |
| 0.00459710663739166, | |
| 0.004484785865845042, | |
| 0.00444194250751134, | |
| 0.0043093028569442665, | |
| 0.0040332909294416505, | |
| 0.004004612725764539, | |
| 0.0038222649568625824, | |
| 0.0037762155681699953, | |
| 0.003769795074529263, | |
| 0.003720446437649852, | |
| 0.0035596510696292777, | |
| 0.003456597598772942, | |
| 0.0034364845076571876, | |
| 0.0034298714557005334, | |
| 0.0034290840890048293, | |
| 0.003417044000091111, | |
| 0.003415787822830463, | |
| 0.0033132217405694503, | |
| 0.003261903624346039, | |
| 0.0031622237391087374, | |
| 0.003156829833225472, | |
| 0.0031194934430057914, | |
| 0.0029809952228910387, | |
| 0.002966969229008249, | |
| 0.0029307616147070657, | |
| 0.002768892267327534, | |
| 0.0027383548665053884, | |
| 0.002641915962691968, | |
| 0.002593959873160677, | |
| 0.002582242140267373, | |
| 0.0025466711316103224, | |
| 0.0023533886220817903, | |
| 0.0023309162962224946, | |
| 0.0022620972343142137, | |
| 0.0022246229006531904, | |
| 0.002184479807250519, | |
| 0.0018965427935663977, | |
| 0.001839843460150249, | |
| 0.0017324688753116726, | |
| 0.0015103606256396409, | |
| 0.0013949301008890495, | |
| 0.0011603182378855745, | |
| 0.001128483505299364, | |
| 0.0011152792629888296, | |
| 0.000759394019694225, | |
| 0.0006547770399873137, | |
| 0.0005991819865833946, | |
| 0.0004451657914365281, | |
| 0.00043477516660906745, | |
| 0.0004300995786681214, | |
| 0.0004238142921917029, | |
| 0.0002947571032200734, | |
| 0.00023135439319164284, | |
| 0.00019877392645456792, | |
| 0.00015267096808598525, | |
| 0.00010594543530992908, | |
| 0.00010406938902149797, | |
| 6.200356387578933e-05, | |
| 3.378543301354509e-05, | |
| 9.100188726435706e-18, | |
| 5.4601132358614255e-18, | |
| 3.640075490574285e-18 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 79.16666666666666, | |
| "precision": 82.84696296229578, | |
| "recall": 82.60204936675525, | |
| "f1": 81.75013638843426 | |
| }, | |
| "selection": { | |
| "precision": 0.8681375853795306, | |
| "recall": 1.818181818181818, | |
| "f1": 1.175129674923714, | |
| "jaccard": 0.5914536800929603 | |
| } | |
| } | |
| } |