| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "TRERF1", | |
| "C18orf15", | |
| "NR1H4", | |
| "POLR3E", | |
| "CCL20", | |
| "RBKS", | |
| "MAP9", | |
| "CEP89", | |
| "GNA15", | |
| "PTGES3", | |
| "REG1B", | |
| "MEX3C", | |
| "MYOCD", | |
| "ALX3", | |
| "BMP15", | |
| "HSPB3", | |
| "MIR1915HG", | |
| "KLHL13", | |
| "SERPINC1", | |
| "M1AP", | |
| "NGEF", | |
| "GJA3", | |
| "NDUFV3", | |
| "KRBOX5", | |
| "INTS10", | |
| "L3MBTL4", | |
| "DNASE1L1", | |
| "KCND2", | |
| "NME5", | |
| "PPP1R7", | |
| "CACNA1A", | |
| "SERPINI2", | |
| "CD40", | |
| "COX15", | |
| "IRX2", | |
| "GJB7", | |
| "STYX", | |
| "PICSAR", | |
| "VCPIP1", | |
| "PLAAT1", | |
| "TCN1", | |
| "MAPK4", | |
| "ARSG", | |
| "PFDN6", | |
| "KCTD16", | |
| "NPFFR2", | |
| "CYCS", | |
| "ABCG4", | |
| "BAIAP2L1", | |
| "ANKRD20A20P", | |
| "GALNT11", | |
| "CDKN1C", | |
| "OR2A20P", | |
| "NKAIN2", | |
| "RAB3C", | |
| "CDK11A", | |
| "TTTY6", | |
| "SLC46A1", | |
| "PEBP1", | |
| "ARHGAP4", | |
| "GDNF", | |
| "FAM184B", | |
| "FN1", | |
| "GLYAT", | |
| "RPRM", | |
| "PNLIPRP2", | |
| "MDH1B", | |
| "HARBI1", | |
| "SNX16", | |
| "FGF5", | |
| "NYNRIN", | |
| "SASH1", | |
| "ANKRD22", | |
| "PLBD1", | |
| "AURKC", | |
| "TMPPE", | |
| "FKBP4", | |
| "APOL3", | |
| "GRIK3", | |
| "LY6D", | |
| "ADAM32", | |
| "KL", | |
| "CEP15", | |
| "PLEKHB1", | |
| "ABHD10", | |
| "TAS2R19", | |
| "MOK", | |
| "CCT6B", | |
| "PCDHB5", | |
| "ESPL1", | |
| "XPC", | |
| "KRT1", | |
| "CREB3L2", | |
| "LINC02860", | |
| "HOXB9", | |
| "CENPB", | |
| "PAX7", | |
| "H1-2", | |
| "GAA", | |
| "PCDHA4", | |
| "MRPS18A", | |
| "PIK3R3", | |
| "MUTYH", | |
| "MMP13", | |
| "NAPRT", | |
| "TMSB4Y", | |
| "LYRM9", | |
| "GSTM4", | |
| "POGLUT1", | |
| "BMP8A", | |
| "FOXD2", | |
| "CRP", | |
| "LINC02897", | |
| "PCDHGB4", | |
| "SLC15A2", | |
| "EXT2", | |
| "LRIF1", | |
| "PLAAT2", | |
| "ALKBH2", | |
| "PCDHA6", | |
| "LMBR1L", | |
| "TMEM35A", | |
| "NKPD1", | |
| "ZNF772", | |
| "NWD2", | |
| "DUS4L", | |
| "CCDC73", | |
| "OR2B6", | |
| "GLB1L2", | |
| "ERCC6", | |
| "RASGEF1B", | |
| "FNDC3B", | |
| "SIGLEC12", | |
| "TAMM41", | |
| "SYT4", | |
| "POLR2E", | |
| "DNAI3", | |
| "NFIL3", | |
| "KYAT3", | |
| "CD300LD-AS1", | |
| "CFAP144", | |
| "ENC1", | |
| "CKMT2", | |
| "TMPRSS5", | |
| "CKM", | |
| "HEATR5B", | |
| "ANKRD2", | |
| "CHMP2A", | |
| "CRNDE", | |
| "DGKE", | |
| "SURF1", | |
| "IFIT1", | |
| "GRB14", | |
| "ZNF334", | |
| "ZCWPW2", | |
| "DNASE2B", | |
| "VWCE", | |
| "REG1A", | |
| "TONSL", | |
| "TICAM1", | |
| "ANK3", | |
| "RIMKLB", | |
| "PCDHB16", | |
| "YBEY", | |
| "GET1", | |
| "NAT8B", | |
| "RNASE2", | |
| "PEX6", | |
| "CEP164", | |
| "FAM138E", | |
| "USP9Y", | |
| "PTEN", | |
| "SSTR5", | |
| "ZNF764", | |
| "SERPINB9", | |
| "VAX1", | |
| "OR2A1", | |
| "NSG2", | |
| "GZMB", | |
| "ANKRD18A", | |
| "ARL16", | |
| "ZNF37BP", | |
| "GLYATL1", | |
| "B4GALNT4" | |
| ], | |
| "Coefficient": [ | |
| 0.07538671859388912, | |
| 0.06609660245288387, | |
| 0.06442384403760038, | |
| 0.05257953771645052, | |
| 0.049857728762329745, | |
| 0.04678715967415539, | |
| 0.04533062960094397, | |
| 0.043166930499118676, | |
| -0.042980739549203936, | |
| -0.04180418891492855, | |
| -0.04099928039107267, | |
| 0.040815663050413925, | |
| 0.04058430225008678, | |
| 0.03794594864544266, | |
| -0.0378410789765182, | |
| -0.037577922621477564, | |
| 0.036213969381459106, | |
| -0.03549121389035733, | |
| 0.034941723854155095, | |
| 0.034373216022652524, | |
| 0.03076973681219819, | |
| 0.030761866305346112, | |
| -0.030756800328949577, | |
| -0.030616126856329848, | |
| -0.030384263404682862, | |
| -0.02977635667464805, | |
| 0.029438355183224376, | |
| -0.029183092112792245, | |
| -0.028956983814908435, | |
| 0.028645875965184676, | |
| -0.02712284868046503, | |
| 0.02698081999180296, | |
| -0.026247973422272527, | |
| -0.026232133713738746, | |
| -0.02614369096260727, | |
| 0.02554047832676393, | |
| -0.025423429663612804, | |
| -0.025395407995485727, | |
| -0.02535133035949984, | |
| -0.024802967671961173, | |
| -0.024777630253982004, | |
| 0.024352110556528698, | |
| 0.023926625548280008, | |
| 0.023772617061934263, | |
| 0.023246955105182703, | |
| 0.02284186388240374, | |
| 0.02270084236686418, | |
| 0.022331201293245413, | |
| 0.022262607067036498, | |
| -0.02176353782957008, | |
| -0.021476429302630103, | |
| -0.021415126381102143, | |
| -0.02027287840516129, | |
| 0.020119775782144345, | |
| -0.020063996344902725, | |
| 0.01993286891283118, | |
| -0.019788750569086643, | |
| 0.019485085983136054, | |
| -0.0194736858743983, | |
| 0.019183618864451267, | |
| -0.019163360036520805, | |
| -0.01915956981848934, | |
| 0.01885781889154745, | |
| 0.01830246943359434, | |
| -0.01816676365956543, | |
| 0.01802653632668677, | |
| -0.017431899205205235, | |
| 0.01643109898698857, | |
| -0.016234227423637698, | |
| 0.015960926827909224, | |
| -0.015960737329695867, | |
| -0.015925329177017205, | |
| -0.01591388759318272, | |
| -0.015581765881206857, | |
| 0.015235251533509964, | |
| 0.014981486806323425, | |
| 0.014927722552967768, | |
| -0.014839474548573936, | |
| 0.01426625056582831, | |
| -0.014212655351260213, | |
| -0.014194383299397886, | |
| -0.014164841452767744, | |
| -0.013723547352898158, | |
| -0.013511755125168836, | |
| -0.013339705543518859, | |
| -0.01262208195260969, | |
| -0.012574038277088175, | |
| -0.012526671668405393, | |
| 0.012505613640539233, | |
| -0.012018622110890437, | |
| -0.011985551437374186, | |
| -0.011903718480347793, | |
| -0.011743547775222218, | |
| -0.01163111725404881, | |
| 0.011207256226153922, | |
| -0.010921719140361755, | |
| 0.010854260308830292, | |
| 0.01067319160178132, | |
| 0.01036793410172587, | |
| -0.010187558142352922, | |
| 0.009897118612897687, | |
| -0.009755573202656112, | |
| 0.00960162764287234, | |
| 0.009527497987416068, | |
| 0.009394070341691275, | |
| -0.009313028757765985, | |
| -0.008801800477138202, | |
| 0.008684078580324588, | |
| 0.008553162523973116, | |
| 0.00832872267974872, | |
| -0.008186377757756005, | |
| 0.008083444232730606, | |
| 0.008024192159065493, | |
| 0.007873719083335591, | |
| 0.007857956057243076, | |
| 0.0076836200299023215, | |
| -0.007336259151730607, | |
| 0.007019208452960459, | |
| -0.0069926124397938355, | |
| -0.006976597246946548, | |
| -0.006738633107492373, | |
| -0.006572973880381347, | |
| 0.006451006272833235, | |
| 0.006237051074131918, | |
| 0.0062368741219576305, | |
| -0.00620929391671254, | |
| 0.006128579384009377, | |
| 0.0060783062116357865, | |
| -0.005984627434029508, | |
| -0.005913351566248986, | |
| -0.0059052277829511595, | |
| 0.005613085006264603, | |
| -0.0056062465163942326, | |
| -0.00547494635778296, | |
| -0.005404918289335851, | |
| -0.005316724507379877, | |
| -0.005063408578082709, | |
| 0.005042094293051822, | |
| -0.004503128574225574, | |
| -0.004480555966203353, | |
| 0.004279190476182218, | |
| -0.00427092466325689, | |
| -0.004234832777548447, | |
| -0.0041827244580153276, | |
| -0.004107805232794943, | |
| -0.004038560775229899, | |
| 0.0040048985703765635, | |
| 0.003803919738160093, | |
| 0.0037650117046626923, | |
| 0.0035412001594203693, | |
| 0.0033374344870191527, | |
| 0.0033250538543042737, | |
| 0.003293055371105745, | |
| -0.0031964343246056004, | |
| -0.003079784453304111, | |
| -0.003014450171283692, | |
| -0.00263102220433695, | |
| -0.0024282728406564195, | |
| 0.002396479647780004, | |
| 0.0023030117061460416, | |
| -0.002281967815034113, | |
| 0.0022651251144050685, | |
| 0.002139716568455513, | |
| 0.0020436958080540172, | |
| -0.0018160294649647365, | |
| 0.0017277834253084923, | |
| 0.001515957460416098, | |
| 0.001448021960954811, | |
| -0.0014059787269965801, | |
| -0.0013602241388161955, | |
| -0.0012437826220309401, | |
| -0.0010897152349558553, | |
| 0.0010661496158343086, | |
| 0.001049264934965739, | |
| 0.0009427865418232019, | |
| -0.000583814483977492, | |
| -0.0005626127322035826, | |
| -0.0005424641819253286, | |
| -0.0005052508598774273, | |
| -0.0003118863783771951, | |
| 0.0001894952683720709, | |
| -0.00017012278140209113, | |
| -0.00011020400064864859, | |
| -3.240484266180083e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.07538671859388912, | |
| 0.06609660245288387, | |
| 0.06442384403760038, | |
| 0.05257953771645052, | |
| 0.049857728762329745, | |
| 0.04678715967415539, | |
| 0.04533062960094397, | |
| 0.043166930499118676, | |
| 0.042980739549203936, | |
| 0.04180418891492855, | |
| 0.04099928039107267, | |
| 0.040815663050413925, | |
| 0.04058430225008678, | |
| 0.03794594864544266, | |
| 0.0378410789765182, | |
| 0.037577922621477564, | |
| 0.036213969381459106, | |
| 0.03549121389035733, | |
| 0.034941723854155095, | |
| 0.034373216022652524, | |
| 0.03076973681219819, | |
| 0.030761866305346112, | |
| 0.030756800328949577, | |
| 0.030616126856329848, | |
| 0.030384263404682862, | |
| 0.02977635667464805, | |
| 0.029438355183224376, | |
| 0.029183092112792245, | |
| 0.028956983814908435, | |
| 0.028645875965184676, | |
| 0.02712284868046503, | |
| 0.02698081999180296, | |
| 0.026247973422272527, | |
| 0.026232133713738746, | |
| 0.02614369096260727, | |
| 0.02554047832676393, | |
| 0.025423429663612804, | |
| 0.025395407995485727, | |
| 0.02535133035949984, | |
| 0.024802967671961173, | |
| 0.024777630253982004, | |
| 0.024352110556528698, | |
| 0.023926625548280008, | |
| 0.023772617061934263, | |
| 0.023246955105182703, | |
| 0.02284186388240374, | |
| 0.02270084236686418, | |
| 0.022331201293245413, | |
| 0.022262607067036498, | |
| 0.02176353782957008, | |
| 0.021476429302630103, | |
| 0.021415126381102143, | |
| 0.02027287840516129, | |
| 0.020119775782144345, | |
| 0.020063996344902725, | |
| 0.01993286891283118, | |
| 0.019788750569086643, | |
| 0.019485085983136054, | |
| 0.0194736858743983, | |
| 0.019183618864451267, | |
| 0.019163360036520805, | |
| 0.01915956981848934, | |
| 0.01885781889154745, | |
| 0.01830246943359434, | |
| 0.01816676365956543, | |
| 0.01802653632668677, | |
| 0.017431899205205235, | |
| 0.01643109898698857, | |
| 0.016234227423637698, | |
| 0.015960926827909224, | |
| 0.015960737329695867, | |
| 0.015925329177017205, | |
| 0.01591388759318272, | |
| 0.015581765881206857, | |
| 0.015235251533509964, | |
| 0.014981486806323425, | |
| 0.014927722552967768, | |
| 0.014839474548573936, | |
| 0.01426625056582831, | |
| 0.014212655351260213, | |
| 0.014194383299397886, | |
| 0.014164841452767744, | |
| 0.013723547352898158, | |
| 0.013511755125168836, | |
| 0.013339705543518859, | |
| 0.01262208195260969, | |
| 0.012574038277088175, | |
| 0.012526671668405393, | |
| 0.012505613640539233, | |
| 0.012018622110890437, | |
| 0.011985551437374186, | |
| 0.011903718480347793, | |
| 0.011743547775222218, | |
| 0.01163111725404881, | |
| 0.011207256226153922, | |
| 0.010921719140361755, | |
| 0.010854260308830292, | |
| 0.01067319160178132, | |
| 0.01036793410172587, | |
| 0.010187558142352922, | |
| 0.009897118612897687, | |
| 0.009755573202656112, | |
| 0.00960162764287234, | |
| 0.009527497987416068, | |
| 0.009394070341691275, | |
| 0.009313028757765985, | |
| 0.008801800477138202, | |
| 0.008684078580324588, | |
| 0.008553162523973116, | |
| 0.00832872267974872, | |
| 0.008186377757756005, | |
| 0.008083444232730606, | |
| 0.008024192159065493, | |
| 0.007873719083335591, | |
| 0.007857956057243076, | |
| 0.0076836200299023215, | |
| 0.007336259151730607, | |
| 0.007019208452960459, | |
| 0.0069926124397938355, | |
| 0.006976597246946548, | |
| 0.006738633107492373, | |
| 0.006572973880381347, | |
| 0.006451006272833235, | |
| 0.006237051074131918, | |
| 0.0062368741219576305, | |
| 0.00620929391671254, | |
| 0.006128579384009377, | |
| 0.0060783062116357865, | |
| 0.005984627434029508, | |
| 0.005913351566248986, | |
| 0.0059052277829511595, | |
| 0.005613085006264603, | |
| 0.0056062465163942326, | |
| 0.00547494635778296, | |
| 0.005404918289335851, | |
| 0.005316724507379877, | |
| 0.005063408578082709, | |
| 0.005042094293051822, | |
| 0.004503128574225574, | |
| 0.004480555966203353, | |
| 0.004279190476182218, | |
| 0.00427092466325689, | |
| 0.004234832777548447, | |
| 0.0041827244580153276, | |
| 0.004107805232794943, | |
| 0.004038560775229899, | |
| 0.0040048985703765635, | |
| 0.003803919738160093, | |
| 0.0037650117046626923, | |
| 0.0035412001594203693, | |
| 0.0033374344870191527, | |
| 0.0033250538543042737, | |
| 0.003293055371105745, | |
| 0.0031964343246056004, | |
| 0.003079784453304111, | |
| 0.003014450171283692, | |
| 0.00263102220433695, | |
| 0.0024282728406564195, | |
| 0.002396479647780004, | |
| 0.0023030117061460416, | |
| 0.002281967815034113, | |
| 0.0022651251144050685, | |
| 0.002139716568455513, | |
| 0.0020436958080540172, | |
| 0.0018160294649647365, | |
| 0.0017277834253084923, | |
| 0.001515957460416098, | |
| 0.001448021960954811, | |
| 0.0014059787269965801, | |
| 0.0013602241388161955, | |
| 0.0012437826220309401, | |
| 0.0010897152349558553, | |
| 0.0010661496158343086, | |
| 0.001049264934965739, | |
| 0.0009427865418232019, | |
| 0.000583814483977492, | |
| 0.0005626127322035826, | |
| 0.0005424641819253286, | |
| 0.0005052508598774273, | |
| 0.0003118863783771951, | |
| 0.0001894952683720709, | |
| 0.00017012278140209113, | |
| 0.00011020400064864859, | |
| 3.240484266180083e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 68.16326530612244, | |
| "precision": 49.1171679197995, | |
| "recall": 52.85695006747638, | |
| "f1": 50.40103510691746 | |
| }, | |
| "selection": { | |
| "precision": 0.37198105148714766, | |
| "recall": 4.615384615384615, | |
| "f1": 0.6884635832004252, | |
| "jaccard": 0.3475321162947938 | |
| } | |
| } | |
| } |