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