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