| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AASS", | |
| "A2M-AS1", | |
| "ABAT", | |
| "AADACL2", | |
| "ADAM12", | |
| "AADACP1", | |
| "AJAP1", | |
| "APOH", | |
| "ABI3BP", | |
| "ABCA4", | |
| "ANHX", | |
| "ADAT3", | |
| "A2M", | |
| "ACHE", | |
| "TDRD5", | |
| "AQP7P1", | |
| "ACACA", | |
| "AMHR2", | |
| "ACAA2", | |
| "AATBC", | |
| "ADAMTS12", | |
| "ABCB6", | |
| "IL1A", | |
| "ABCB11", | |
| "COX7C", | |
| "AQP7", | |
| "ARMT1", | |
| "ADAT1", | |
| "ABHD15", | |
| "FOXD3", | |
| "ACSM2A", | |
| "COL13A1", | |
| "AADAC", | |
| "ACSBG1", | |
| "LRIF1", | |
| "ASPDH", | |
| "AACSP1", | |
| "ARHGAP11B", | |
| "ANKRD37", | |
| "ARFGAP3", | |
| "ALKBH4", | |
| "ASCC3", | |
| "AGRP", | |
| "KLHL1", | |
| "APOA1", | |
| "WFDC8", | |
| "ABCC6", | |
| "DCHS2", | |
| "EEF1AKMT2", | |
| "AGBL4", | |
| "ABCD2", | |
| "MCF2", | |
| "PCNAP1", | |
| "ARHGEF26", | |
| "ABHD12B", | |
| "NUTM2G", | |
| "ACTG1P4", | |
| "CASC6", | |
| "MAGEA4", | |
| "ALDH5A1", | |
| "C1orf74", | |
| "AKAP4", | |
| "CYP26B1", | |
| "CD101", | |
| "ABCG4", | |
| "TRMT2B", | |
| "FAM182A", | |
| "ABCB10", | |
| "SDC2", | |
| "DIPK2A", | |
| "BMS1P2", | |
| "CST13P", | |
| "AARS1", | |
| "ALDH6A1", | |
| "FAM131B", | |
| "NFYA", | |
| "AASDH", | |
| "ANXA4", | |
| "BORA", | |
| "CSH1", | |
| "DNAH7", | |
| "FRG2DP", | |
| "TOMM40L", | |
| "AGR3", | |
| "HTR3C", | |
| "BLOC1S5", | |
| "ACSS1", | |
| "DEFB103B", | |
| "ABCA1", | |
| "ACBD3", | |
| "CD72", | |
| "C9orf40", | |
| "EPX", | |
| "OPRK1", | |
| "ABCA9", | |
| "ADH6", | |
| "ACTR3B", | |
| "ADGRL1", | |
| "FTLP10", | |
| "CCDC13", | |
| "ADCY4", | |
| "CCL19", | |
| "FAM118B", | |
| "AMACR", | |
| "CHRNG", | |
| "CRISP2", | |
| "EPPIN", | |
| "ANKRD66", | |
| "CEP131", | |
| "C14orf119", | |
| "COX1", | |
| "ADAMTSL5", | |
| "CDA", | |
| "ADAMTS9", | |
| "ETV1", | |
| "DPF2", | |
| "PRKCQ", | |
| "BTAF1", | |
| "ABCA3", | |
| "C2orf78", | |
| "ACADSB", | |
| "ARPIN", | |
| "CCDC39", | |
| "CLIC6", | |
| "BEX3", | |
| "CLIP1-AS1", | |
| "CCK", | |
| "ABHD17B", | |
| "BABAM2-AS1", | |
| "ABTB2", | |
| "CA5A", | |
| "HEATR6", | |
| "ARK2C", | |
| "ARFGEF1", | |
| "ARHGAP4", | |
| "TCAP", | |
| "CFAP299", | |
| "AGAP9", | |
| "HYMAI", | |
| "CAPN8", | |
| "CALHM5", | |
| "AMFR", | |
| "ABHD6", | |
| "CFAP96", | |
| "BANCR", | |
| "AGTPBP1", | |
| "ATP11A-AS1", | |
| "COMMD5", | |
| "ALX1", | |
| "OR6C3", | |
| "ACER3", | |
| "ADAM8", | |
| "CFL1P1", | |
| "AARSD1", | |
| "PEX11A", | |
| "ANKRD19P", | |
| "CAP1", | |
| "ADAMTS18", | |
| "LDLRAD1", | |
| "BAALC-AS1", | |
| "HRNR", | |
| "AQP6", | |
| "SCRT1", | |
| "SOST", | |
| "CMC2", | |
| "ABI1", | |
| "C12orf50", | |
| "DPY19L3", | |
| "CROT", | |
| "BTRC", | |
| "ANKRD20A3P", | |
| "FILIP1", | |
| "ADGRL2", | |
| "APLF", | |
| "CXXC1P1", | |
| "ACTL9", | |
| "ANKRD65", | |
| "ATE1", | |
| "ARSK", | |
| "ABLIM2", | |
| "ADNP", | |
| "CLCF1", | |
| "ACOX2", | |
| "KYAT3", | |
| "LENEP", | |
| "AQP7P3" | |
| ], | |
| "Coefficient": [ | |
| 0.146765953660209, | |
| -0.10272695717546136, | |
| -0.09839828964842663, | |
| -0.03976990378434556, | |
| -0.03680919958901536, | |
| -0.03348460237173758, | |
| 0.029514774516886166, | |
| -0.027928186092854954, | |
| -0.025891694534405218, | |
| 0.022299006987086485, | |
| -0.02028268192456124, | |
| 0.020143488332711162, | |
| 0.019729765803268143, | |
| 0.01968720611477703, | |
| 0.019538494372919556, | |
| -0.01817564954448594, | |
| -0.017953170668213943, | |
| -0.0175793384469903, | |
| -0.017401726556923104, | |
| -0.016889990350479927, | |
| -0.013241259605971523, | |
| -0.012696641970708794, | |
| 0.011901209825089454, | |
| -0.01187983725748509, | |
| -0.011397777606471026, | |
| -0.011363800475783814, | |
| -0.011312735497305245, | |
| -0.010928132465439121, | |
| -0.010263608283785315, | |
| 0.009781913890516272, | |
| -0.009769834023504894, | |
| 0.009401076439917602, | |
| -0.008804219898051961, | |
| 0.008595746374421922, | |
| 0.008433674876829491, | |
| 0.00805695942633097, | |
| -0.007595497872657038, | |
| -0.007559487931057587, | |
| 0.007546386370107046, | |
| -0.007518518182808497, | |
| -0.007496925612660679, | |
| -0.006341388727442684, | |
| 0.006324029906159541, | |
| -0.0063191860469949705, | |
| 0.006300613066536512, | |
| 0.006261960921749264, | |
| 0.00611125085205677, | |
| 0.00522212759063763, | |
| 0.005097843169569048, | |
| 0.004930824883010505, | |
| -0.004672070908682207, | |
| -0.004540375168012842, | |
| -0.004509261078669559, | |
| 0.004196463223372403, | |
| 0.0041045531256758356, | |
| 0.0040762829621696405, | |
| 0.003947141278902043, | |
| 0.003913502567327523, | |
| -0.0038408169771356458, | |
| 0.0038231509521380012, | |
| 0.0038009277016943016, | |
| -0.0037637346353201644, | |
| 0.0036769311313514567, | |
| -0.003498142151947969, | |
| -0.003419661174673501, | |
| -0.0033803326221398416, | |
| -0.0031755267162529724, | |
| -0.0030026637895596638, | |
| -0.002991845621620572, | |
| 0.002961660228118264, | |
| -0.002861216299552092, | |
| -0.002775792579396662, | |
| -0.0027501431395919786, | |
| -0.002568498775083861, | |
| -0.00249226275027782, | |
| 0.0023839561625354213, | |
| -0.0023567799278099897, | |
| -0.0023495953795415786, | |
| -0.0023121761218219744, | |
| 0.002231504857881191, | |
| 0.0021347852468770077, | |
| 0.002133351081751604, | |
| -0.002074694143114506, | |
| 0.0020139556999456782, | |
| 0.001968640077536615, | |
| -0.0019565273957611175, | |
| -0.0019096946271551767, | |
| 0.0018777398206320448, | |
| 0.0018638391133265566, | |
| 0.001729735585136148, | |
| 0.0016180722398568559, | |
| -0.0016171053224278084, | |
| 0.0015825149612531053, | |
| 0.0015090680762751738, | |
| -0.0014586650718107599, | |
| -0.0014419642612285757, | |
| -0.0014066310280214298, | |
| 0.0013653304626684158, | |
| 0.0013424193212964875, | |
| -0.0013193080417769113, | |
| 0.0013162580961724, | |
| 0.0013022069235939869, | |
| -0.0012951287167687678, | |
| -0.0012073448207316367, | |
| -0.0011936996231798633, | |
| -0.001034197971651792, | |
| 0.0009643206512205225, | |
| 0.0009136647151978119, | |
| 0.0008872240933452877, | |
| -0.0008659314880247508, | |
| -0.000864657399295802, | |
| 0.0007993611897983664, | |
| -0.0007810403155618282, | |
| -0.0007467706099354978, | |
| 0.0007338200929225166, | |
| 0.0006860087380350141, | |
| -0.0006556739100775875, | |
| 0.0006344124141432667, | |
| -0.000629748770404605, | |
| 0.0006263312414058678, | |
| -0.0006203609805659773, | |
| -0.0006160690292809088, | |
| -0.0005844885466761422, | |
| -0.0005733418880539572, | |
| -0.00048517722143082153, | |
| 0.0004735434980649232, | |
| -0.0004594601378616704, | |
| 0.0004400706165366067, | |
| 0.0004346814259766877, | |
| 0.00041513054420762465, | |
| 0.000414712597395665, | |
| -0.0004040311490505396, | |
| -0.0004027455841818489, | |
| -0.0003943246554745813, | |
| 0.000393821826914327, | |
| 0.000390812821408866, | |
| 0.000390282303382886, | |
| -0.0003877211991258074, | |
| 0.0003741392060254223, | |
| -0.0003580755123594107, | |
| 0.0003576754654905474, | |
| -0.0003536026362638598, | |
| -0.00034517122983952146, | |
| 0.000310109439115781, | |
| 0.00030567501648088777, | |
| -0.0003044252562499928, | |
| -0.00028689081094514983, | |
| -0.00027464497253951224, | |
| -0.00024722580120929965, | |
| 0.00022830272470915046, | |
| 0.0002184068907533872, | |
| 0.00021460675766085146, | |
| 0.00020423250105856025, | |
| -0.000201108348488261, | |
| -0.0001854364689779598, | |
| -0.00018084305660055175, | |
| -0.00017529584915019304, | |
| -0.00014778034691098198, | |
| -0.00012570947745758735, | |
| -0.00012331633778376122, | |
| 0.00011549629981116478, | |
| 0.00010581902366237037, | |
| 8.874756694624026e-05, | |
| 8.688457203740616e-05, | |
| -8.219291308722665e-05, | |
| 7.631452055702575e-05, | |
| 7.321499225056251e-05, | |
| -6.340962044325517e-05, | |
| -6.15481351134013e-05, | |
| -4.4343590926411745e-05, | |
| -4.133726871371863e-05, | |
| 3.925564988435175e-05, | |
| -3.156499750893255e-05, | |
| -2.8001519833261287e-05, | |
| -2.687013689875832e-05, | |
| 2.6716209573347225e-05, | |
| -2.5738497100773498e-05, | |
| -1.860579471520134e-05, | |
| -1.6333764767024442e-05, | |
| 1.610630768669556e-05, | |
| -1.2422465959718878e-05, | |
| 9.462661803484422e-06, | |
| 6.806079710827218e-06, | |
| -3.567722553099016e-06, | |
| 2.3167429836849633e-06, | |
| -1.8800470795762854e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.146765953660209, | |
| 0.10272695717546136, | |
| 0.09839828964842663, | |
| 0.03976990378434556, | |
| 0.03680919958901536, | |
| 0.03348460237173758, | |
| 0.029514774516886166, | |
| 0.027928186092854954, | |
| 0.025891694534405218, | |
| 0.022299006987086485, | |
| 0.02028268192456124, | |
| 0.020143488332711162, | |
| 0.019729765803268143, | |
| 0.01968720611477703, | |
| 0.019538494372919556, | |
| 0.01817564954448594, | |
| 0.017953170668213943, | |
| 0.0175793384469903, | |
| 0.017401726556923104, | |
| 0.016889990350479927, | |
| 0.013241259605971523, | |
| 0.012696641970708794, | |
| 0.011901209825089454, | |
| 0.01187983725748509, | |
| 0.011397777606471026, | |
| 0.011363800475783814, | |
| 0.011312735497305245, | |
| 0.010928132465439121, | |
| 0.010263608283785315, | |
| 0.009781913890516272, | |
| 0.009769834023504894, | |
| 0.009401076439917602, | |
| 0.008804219898051961, | |
| 0.008595746374421922, | |
| 0.008433674876829491, | |
| 0.00805695942633097, | |
| 0.007595497872657038, | |
| 0.007559487931057587, | |
| 0.007546386370107046, | |
| 0.007518518182808497, | |
| 0.007496925612660679, | |
| 0.006341388727442684, | |
| 0.006324029906159541, | |
| 0.0063191860469949705, | |
| 0.006300613066536512, | |
| 0.006261960921749264, | |
| 0.00611125085205677, | |
| 0.00522212759063763, | |
| 0.005097843169569048, | |
| 0.004930824883010505, | |
| 0.004672070908682207, | |
| 0.004540375168012842, | |
| 0.004509261078669559, | |
| 0.004196463223372403, | |
| 0.0041045531256758356, | |
| 0.0040762829621696405, | |
| 0.003947141278902043, | |
| 0.003913502567327523, | |
| 0.0038408169771356458, | |
| 0.0038231509521380012, | |
| 0.0038009277016943016, | |
| 0.0037637346353201644, | |
| 0.0036769311313514567, | |
| 0.003498142151947969, | |
| 0.003419661174673501, | |
| 0.0033803326221398416, | |
| 0.0031755267162529724, | |
| 0.0030026637895596638, | |
| 0.002991845621620572, | |
| 0.002961660228118264, | |
| 0.002861216299552092, | |
| 0.002775792579396662, | |
| 0.0027501431395919786, | |
| 0.002568498775083861, | |
| 0.00249226275027782, | |
| 0.0023839561625354213, | |
| 0.0023567799278099897, | |
| 0.0023495953795415786, | |
| 0.0023121761218219744, | |
| 0.002231504857881191, | |
| 0.0021347852468770077, | |
| 0.002133351081751604, | |
| 0.002074694143114506, | |
| 0.0020139556999456782, | |
| 0.001968640077536615, | |
| 0.0019565273957611175, | |
| 0.0019096946271551767, | |
| 0.0018777398206320448, | |
| 0.0018638391133265566, | |
| 0.001729735585136148, | |
| 0.0016180722398568559, | |
| 0.0016171053224278084, | |
| 0.0015825149612531053, | |
| 0.0015090680762751738, | |
| 0.0014586650718107599, | |
| 0.0014419642612285757, | |
| 0.0014066310280214298, | |
| 0.0013653304626684158, | |
| 0.0013424193212964875, | |
| 0.0013193080417769113, | |
| 0.0013162580961724, | |
| 0.0013022069235939869, | |
| 0.0012951287167687678, | |
| 0.0012073448207316367, | |
| 0.0011936996231798633, | |
| 0.001034197971651792, | |
| 0.0009643206512205225, | |
| 0.0009136647151978119, | |
| 0.0008872240933452877, | |
| 0.0008659314880247508, | |
| 0.000864657399295802, | |
| 0.0007993611897983664, | |
| 0.0007810403155618282, | |
| 0.0007467706099354978, | |
| 0.0007338200929225166, | |
| 0.0006860087380350141, | |
| 0.0006556739100775875, | |
| 0.0006344124141432667, | |
| 0.000629748770404605, | |
| 0.0006263312414058678, | |
| 0.0006203609805659773, | |
| 0.0006160690292809088, | |
| 0.0005844885466761422, | |
| 0.0005733418880539572, | |
| 0.00048517722143082153, | |
| 0.0004735434980649232, | |
| 0.0004594601378616704, | |
| 0.0004400706165366067, | |
| 0.0004346814259766877, | |
| 0.00041513054420762465, | |
| 0.000414712597395665, | |
| 0.0004040311490505396, | |
| 0.0004027455841818489, | |
| 0.0003943246554745813, | |
| 0.000393821826914327, | |
| 0.000390812821408866, | |
| 0.000390282303382886, | |
| 0.0003877211991258074, | |
| 0.0003741392060254223, | |
| 0.0003580755123594107, | |
| 0.0003576754654905474, | |
| 0.0003536026362638598, | |
| 0.00034517122983952146, | |
| 0.000310109439115781, | |
| 0.00030567501648088777, | |
| 0.0003044252562499928, | |
| 0.00028689081094514983, | |
| 0.00027464497253951224, | |
| 0.00024722580120929965, | |
| 0.00022830272470915046, | |
| 0.0002184068907533872, | |
| 0.00021460675766085146, | |
| 0.00020423250105856025, | |
| 0.000201108348488261, | |
| 0.0001854364689779598, | |
| 0.00018084305660055175, | |
| 0.00017529584915019304, | |
| 0.00014778034691098198, | |
| 0.00012570947745758735, | |
| 0.00012331633778376122, | |
| 0.00011549629981116478, | |
| 0.00010581902366237037, | |
| 8.874756694624026e-05, | |
| 8.688457203740616e-05, | |
| 8.219291308722665e-05, | |
| 7.631452055702575e-05, | |
| 7.321499225056251e-05, | |
| 6.340962044325517e-05, | |
| 6.15481351134013e-05, | |
| 4.4343590926411745e-05, | |
| 4.133726871371863e-05, | |
| 3.925564988435175e-05, | |
| 3.156499750893255e-05, | |
| 2.8001519833261287e-05, | |
| 2.687013689875832e-05, | |
| 2.6716209573347225e-05, | |
| 2.5738497100773498e-05, | |
| 1.860579471520134e-05, | |
| 1.6333764767024442e-05, | |
| 1.610630768669556e-05, | |
| 1.2422465959718878e-05, | |
| 9.462661803484422e-06, | |
| 6.806079710827218e-06, | |
| 3.567722553099016e-06, | |
| 2.3167429836849633e-06, | |
| 1.8800470795762854e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.27425373134328357, | |
| "recall": 5.0, | |
| "f1": 0.5197853789403085, | |
| "jaccard": 0.2616044506731218 | |
| } | |
| } | |
| } |