| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "DEFA6", | |
| "CALML3", | |
| "KRT2", | |
| "ADA", | |
| "ALDH4A1", | |
| "IGFALS", | |
| "ALDH1L1", | |
| "BEND5", | |
| "AMOTL1", | |
| "APBB1IP", | |
| "CCL25", | |
| "AOX2P", | |
| "BCL11B", | |
| "PAX2", | |
| "ANKRD20A3P", | |
| "TBATA", | |
| "ANKRD36", | |
| "ALDH5A1", | |
| "TTC21A", | |
| "ARL5C", | |
| "IL12A", | |
| "LRIT1", | |
| "MME", | |
| "AKAP17A", | |
| "ALLC", | |
| "AIRE", | |
| "AKT3", | |
| "APOBEC3F", | |
| "RHO", | |
| "ANKFY1", | |
| "ARSH", | |
| "DEFB134", | |
| "ACAT1", | |
| "ZNG1C", | |
| "DNAH3", | |
| "RSAD1", | |
| "PRSS16", | |
| "PEBP1", | |
| "PIM2", | |
| "TTTY18", | |
| "FOXN1", | |
| "GRK1", | |
| "SLC27A2", | |
| "LRRIQ1", | |
| "SLCO6A1", | |
| "NDUFB10", | |
| "PRSS38", | |
| "HCG4", | |
| "PRSS42P", | |
| "TTC16", | |
| "GNB5", | |
| "C4orf17", | |
| "SPAG4", | |
| "ALDH9A1", | |
| "OR4C13", | |
| "ALKBH1", | |
| "PPY2P", | |
| "KCNJ5-AS1", | |
| "AP4S1", | |
| "ZNF8", | |
| "NKX2-6", | |
| "ARPP21", | |
| "THSD4", | |
| "STOX1", | |
| "RAP2A", | |
| "ZYG11B", | |
| "KLRC3", | |
| "ADAMTS17", | |
| "MTCH2", | |
| "ATP10B", | |
| "OSBPL5", | |
| "FST", | |
| "CCL20", | |
| "CNBD1", | |
| "TNIP3", | |
| "OR51F2", | |
| "CTRB2", | |
| "BNIP3", | |
| "EYA2", | |
| "KRT35", | |
| "DHH", | |
| "RBBP7", | |
| "LIPC", | |
| "NRG1", | |
| "LCORL", | |
| "HOXA2", | |
| "SLC15A4", | |
| "LAYN", | |
| "ADCY6", | |
| "HES3", | |
| "C6orf52", | |
| "PLEKHN1", | |
| "RNASE7", | |
| "COPRS", | |
| "OR4K1", | |
| "TSPEAR-AS2", | |
| "SERPINB3", | |
| "DUSP7", | |
| "SLC7A2", | |
| "HNF4A", | |
| "POTEE", | |
| "OR6B3", | |
| "SNORD15A", | |
| "OR8K5", | |
| "FGF7P6", | |
| "ICOSLG", | |
| "STS", | |
| "OVCH1", | |
| "IGFBPL1", | |
| "OR10G7", | |
| "FBXL4", | |
| "CRAT", | |
| "UQCC1", | |
| "SNX18", | |
| "PCK2", | |
| "NTF4", | |
| "BAG1", | |
| "PCDHGB4", | |
| "PPFIBP2", | |
| "CELP", | |
| "OR11H12", | |
| "USP15", | |
| "KCNG4", | |
| "HSF4", | |
| "MCAM", | |
| "MAB21L2", | |
| "SCD5", | |
| "WFDC8", | |
| "KIAA1549L", | |
| "MIR29B2CHG", | |
| "OR52B2", | |
| "ADCY8", | |
| "ATP12A", | |
| "RBPJL", | |
| "ZFAT", | |
| "BLZF1", | |
| "MAPKAP1", | |
| "SCARB1", | |
| "LDLRAD4", | |
| "ANKRD49", | |
| "CAPN10", | |
| "OSER1", | |
| "FNDC4", | |
| "SLC29A4", | |
| "ATG4D", | |
| "GCM2", | |
| "HPD", | |
| "DEFB103A", | |
| "OR4F6", | |
| "TTTY9A", | |
| "KRT78", | |
| "HCRT", | |
| "ELP4", | |
| "KIRREL3-AS3", | |
| "PDGFD", | |
| "COX8C", | |
| "HSPA6", | |
| "CALR3", | |
| "RP1", | |
| "PRELID3A", | |
| "SPRR4", | |
| "CFAP43", | |
| "B3GALT5", | |
| "TP53I11", | |
| "UTF1", | |
| "EFS", | |
| "UMOD", | |
| "PCSK1", | |
| "RASSF8", | |
| "BST1", | |
| "OBP2B", | |
| "EFCAB3", | |
| "NPB", | |
| "ELOVL7", | |
| "FAM87B", | |
| "FBXO24", | |
| "OR2D2", | |
| "C1orf56", | |
| "ZNF106", | |
| "OR14J1", | |
| "DNAAF1", | |
| "METTL16", | |
| "ZNF554", | |
| "BPESC1", | |
| "CSNK1A1L", | |
| "SERPINB2", | |
| "IQGAP2", | |
| "MYO3A", | |
| "YEATS4", | |
| "TREML4", | |
| "UBE3C", | |
| "TRPC4AP", | |
| "MS4A13", | |
| "C22orf23", | |
| "NPPB", | |
| "HOGA1", | |
| "IL17RB", | |
| "PERM1", | |
| "SPZ1", | |
| "B3GALNT2", | |
| "DGKH", | |
| "C4BPA", | |
| "ARID4B", | |
| "SUSD1", | |
| "TBX6", | |
| "NSMCE3", | |
| "OR52E5", | |
| "FRZB", | |
| "C1QTNF12", | |
| "ASCL3", | |
| "TUBB2B" | |
| ], | |
| "Coefficient": [ | |
| 0.04063361658747972, | |
| 0.03632617719734872, | |
| 0.03253253490709118, | |
| 0.029380264398378278, | |
| 0.02096947427309031, | |
| 0.015302356508187042, | |
| 0.014473224988142902, | |
| 0.013936381704937358, | |
| 0.01376683037821863, | |
| 0.01252518408692314, | |
| 0.01074728144405196, | |
| 0.010570100200467154, | |
| 0.008252253147081041, | |
| 0.007146444997889308, | |
| 0.005898609307001265, | |
| 0.005262864097712103, | |
| 0.005196940991834039, | |
| 0.004730050856801794, | |
| -0.00417497481865304, | |
| 0.003807834502255212, | |
| 0.003747511066210227, | |
| 0.003663927855925939, | |
| 0.003339933712404097, | |
| 0.0031458985818258816, | |
| 0.0031176622411828252, | |
| 0.0031100761971409765, | |
| 0.0030513382444884106, | |
| 0.002694468905744383, | |
| 0.00254580468002691, | |
| 0.002457363381028319, | |
| 0.0023283308493091646, | |
| 0.002304559369889791, | |
| -0.002282193239543391, | |
| 0.0022279559440443815, | |
| -0.0022220818392139907, | |
| -0.0020882352325817593, | |
| 0.0019071978219685766, | |
| -0.0016939621188588802, | |
| -0.001678669588302927, | |
| 0.0016639015189495432, | |
| 0.0016571345608441745, | |
| -0.0015887963909329164, | |
| -0.0015579603916322147, | |
| -0.0014425106437138298, | |
| 0.001413943255206709, | |
| -0.0014105406412919757, | |
| 0.0013372732995787441, | |
| 0.0012863124997891384, | |
| 0.0012717047360035938, | |
| -0.001252117566338581, | |
| -0.0012301933984221866, | |
| -0.0011563008105640587, | |
| -0.0011547885215365216, | |
| 0.0011444847012146045, | |
| 0.0011398064065694586, | |
| 0.0011094719070950806, | |
| 0.0010925692521917695, | |
| 0.0010541292188055293, | |
| 0.0010495226940098533, | |
| -0.0010380265187559866, | |
| 0.0010362734615916428, | |
| 0.0009859844953656032, | |
| 0.0009835950297488057, | |
| 0.000972783613520484, | |
| -0.0009725736218744327, | |
| -0.0009469420837332525, | |
| -0.0009266309676768962, | |
| 0.0009143631163060883, | |
| -0.0009096637781743605, | |
| 0.0008932332880763542, | |
| 0.0008645277075977668, | |
| -0.0008610038257558869, | |
| -0.0008508761771640148, | |
| 0.0008471194896094227, | |
| 0.0008391294833176689, | |
| -0.0008271808210862831, | |
| -0.0008267313850033544, | |
| -0.0008199610545344981, | |
| 0.0008155223799991696, | |
| -0.0007607627838779005, | |
| -0.0007506805628974934, | |
| -0.0007278533916516125, | |
| -0.0007239779673456682, | |
| 0.0007074709478877227, | |
| -0.0007010596195059898, | |
| 0.0006971695194447078, | |
| -0.0006958850559545754, | |
| 0.0006856844082252355, | |
| -0.0006817343616830612, | |
| 0.000681415497160878, | |
| 0.0006632752043798367, | |
| -0.0006220812171649354, | |
| 0.0005974417422505228, | |
| -0.0005959176609887032, | |
| -0.000595452581837117, | |
| 0.0005947491003239396, | |
| -0.0005896888535763898, | |
| 0.0005868089000319379, | |
| -0.000575982698270285, | |
| 0.0005487617811156098, | |
| 0.0005437564026530849, | |
| 0.0005395323499082296, | |
| 0.0005022712185941551, | |
| 0.0004962833958290652, | |
| 0.0004897920913177036, | |
| -0.0004578373319884706, | |
| -0.0004375349760472477, | |
| 0.0004298165997676344, | |
| 0.0004268735295527226, | |
| -0.00041372255031712525, | |
| -0.000408762315885739, | |
| -0.00039858726492126694, | |
| -0.0003963680704346096, | |
| 0.0003755708555202826, | |
| -0.0003747232285797829, | |
| 0.00034144645544862025, | |
| 0.0003327497495392166, | |
| 0.0003193558686950745, | |
| -0.0003191779004841817, | |
| 0.00031134671688545274, | |
| -0.00031117296344586613, | |
| -0.0003096961422832338, | |
| 0.0003059687436125551, | |
| -0.0003053309989066917, | |
| -0.00029918311947697043, | |
| 0.00029554904507768576, | |
| 0.00029146134926082574, | |
| 0.0002878168133366439, | |
| 0.00028505618435281833, | |
| 0.0002833198251276058, | |
| 0.00028183875016488585, | |
| -0.0002679194122824961, | |
| 0.00025869826467203876, | |
| 0.00025544011496608776, | |
| 0.00025497415911349526, | |
| 0.00022455972414685935, | |
| 0.0002237578137000742, | |
| -0.00021509043106461565, | |
| 0.00021176868606978422, | |
| 0.00021139202561835057, | |
| -0.00020546793705966438, | |
| -0.00020402315262593398, | |
| -0.00019040678133015615, | |
| -0.00018575776279132575, | |
| 0.00018332845225946246, | |
| 0.0001758028478328809, | |
| -0.00017065088693382548, | |
| 0.0001694643196021586, | |
| 0.000166196989397431, | |
| -0.00016285653387203744, | |
| 0.00015376749414355699, | |
| -0.0001531538811221743, | |
| 0.00014835714488676746, | |
| -0.00014714550666417592, | |
| -0.00014235699235983943, | |
| -0.0001397089248699129, | |
| 0.00013736785339812113, | |
| 0.00012395971223030778, | |
| -0.00012330775569945878, | |
| -0.00011562137653111245, | |
| -0.00010658128167952534, | |
| -0.00010388628269377861, | |
| 9.673473659360305e-05, | |
| 9.325018210691285e-05, | |
| 9.233001650073214e-05, | |
| 8.385411551081947e-05, | |
| 8.05378744293964e-05, | |
| -7.992337169121352e-05, | |
| 7.85296195273548e-05, | |
| 7.547349951598908e-05, | |
| -6.640654164327383e-05, | |
| -6.510394953932376e-05, | |
| -6.276281851581309e-05, | |
| -6.238075158390974e-05, | |
| -6.115772476218725e-05, | |
| 5.6571648540847196e-05, | |
| -5.437429718387147e-05, | |
| 5.2608151141550794e-05, | |
| -4.9387489186617104e-05, | |
| -4.535001054262407e-05, | |
| -3.5294796730194444e-05, | |
| 3.3231182784650765e-05, | |
| 3.3092839835045726e-05, | |
| -2.7216723063920026e-05, | |
| 2.2832619871337003e-05, | |
| -2.2685503720605412e-05, | |
| -2.1680433115689105e-05, | |
| 1.7573283934658472e-05, | |
| -1.4914436145686508e-05, | |
| 1.4480964603022087e-05, | |
| -1.0431216086190325e-05, | |
| -8.510907863481366e-06, | |
| -8.414490231988704e-06, | |
| -8.269174133583192e-06, | |
| -7.843168293277401e-06, | |
| -7.763907956491582e-06, | |
| -5.123495943392696e-06, | |
| -4.715617358091509e-06, | |
| 3.7004830057168847e-06, | |
| 3.279792881576732e-06, | |
| 3.148407263767112e-06, | |
| -3.093787896738916e-06, | |
| 2.5867208561961614e-06, | |
| -2.1147338579469567e-06, | |
| -2.0052423587605153e-06, | |
| -1.9941489306262288e-06, | |
| 1.3578931705750536e-06, | |
| -1.1679114930296152e-06, | |
| 8.766459434457306e-07, | |
| 4.883247418841837e-07, | |
| -4.3668486639781616e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.04063361658747972, | |
| 0.03632617719734872, | |
| 0.03253253490709118, | |
| 0.029380264398378278, | |
| 0.02096947427309031, | |
| 0.015302356508187042, | |
| 0.014473224988142902, | |
| 0.013936381704937358, | |
| 0.01376683037821863, | |
| 0.01252518408692314, | |
| 0.01074728144405196, | |
| 0.010570100200467154, | |
| 0.008252253147081041, | |
| 0.007146444997889308, | |
| 0.005898609307001265, | |
| 0.005262864097712103, | |
| 0.005196940991834039, | |
| 0.004730050856801794, | |
| 0.00417497481865304, | |
| 0.003807834502255212, | |
| 0.003747511066210227, | |
| 0.003663927855925939, | |
| 0.003339933712404097, | |
| 0.0031458985818258816, | |
| 0.0031176622411828252, | |
| 0.0031100761971409765, | |
| 0.0030513382444884106, | |
| 0.002694468905744383, | |
| 0.00254580468002691, | |
| 0.002457363381028319, | |
| 0.0023283308493091646, | |
| 0.002304559369889791, | |
| 0.002282193239543391, | |
| 0.0022279559440443815, | |
| 0.0022220818392139907, | |
| 0.0020882352325817593, | |
| 0.0019071978219685766, | |
| 0.0016939621188588802, | |
| 0.001678669588302927, | |
| 0.0016639015189495432, | |
| 0.0016571345608441745, | |
| 0.0015887963909329164, | |
| 0.0015579603916322147, | |
| 0.0014425106437138298, | |
| 0.001413943255206709, | |
| 0.0014105406412919757, | |
| 0.0013372732995787441, | |
| 0.0012863124997891384, | |
| 0.0012717047360035938, | |
| 0.001252117566338581, | |
| 0.0012301933984221866, | |
| 0.0011563008105640587, | |
| 0.0011547885215365216, | |
| 0.0011444847012146045, | |
| 0.0011398064065694586, | |
| 0.0011094719070950806, | |
| 0.0010925692521917695, | |
| 0.0010541292188055293, | |
| 0.0010495226940098533, | |
| 0.0010380265187559866, | |
| 0.0010362734615916428, | |
| 0.0009859844953656032, | |
| 0.0009835950297488057, | |
| 0.000972783613520484, | |
| 0.0009725736218744327, | |
| 0.0009469420837332525, | |
| 0.0009266309676768962, | |
| 0.0009143631163060883, | |
| 0.0009096637781743605, | |
| 0.0008932332880763542, | |
| 0.0008645277075977668, | |
| 0.0008610038257558869, | |
| 0.0008508761771640148, | |
| 0.0008471194896094227, | |
| 0.0008391294833176689, | |
| 0.0008271808210862831, | |
| 0.0008267313850033544, | |
| 0.0008199610545344981, | |
| 0.0008155223799991696, | |
| 0.0007607627838779005, | |
| 0.0007506805628974934, | |
| 0.0007278533916516125, | |
| 0.0007239779673456682, | |
| 0.0007074709478877227, | |
| 0.0007010596195059898, | |
| 0.0006971695194447078, | |
| 0.0006958850559545754, | |
| 0.0006856844082252355, | |
| 0.0006817343616830612, | |
| 0.000681415497160878, | |
| 0.0006632752043798367, | |
| 0.0006220812171649354, | |
| 0.0005974417422505228, | |
| 0.0005959176609887032, | |
| 0.000595452581837117, | |
| 0.0005947491003239396, | |
| 0.0005896888535763898, | |
| 0.0005868089000319379, | |
| 0.000575982698270285, | |
| 0.0005487617811156098, | |
| 0.0005437564026530849, | |
| 0.0005395323499082296, | |
| 0.0005022712185941551, | |
| 0.0004962833958290652, | |
| 0.0004897920913177036, | |
| 0.0004578373319884706, | |
| 0.0004375349760472477, | |
| 0.0004298165997676344, | |
| 0.0004268735295527226, | |
| 0.00041372255031712525, | |
| 0.000408762315885739, | |
| 0.00039858726492126694, | |
| 0.0003963680704346096, | |
| 0.0003755708555202826, | |
| 0.0003747232285797829, | |
| 0.00034144645544862025, | |
| 0.0003327497495392166, | |
| 0.0003193558686950745, | |
| 0.0003191779004841817, | |
| 0.00031134671688545274, | |
| 0.00031117296344586613, | |
| 0.0003096961422832338, | |
| 0.0003059687436125551, | |
| 0.0003053309989066917, | |
| 0.00029918311947697043, | |
| 0.00029554904507768576, | |
| 0.00029146134926082574, | |
| 0.0002878168133366439, | |
| 0.00028505618435281833, | |
| 0.0002833198251276058, | |
| 0.00028183875016488585, | |
| 0.0002679194122824961, | |
| 0.00025869826467203876, | |
| 0.00025544011496608776, | |
| 0.00025497415911349526, | |
| 0.00022455972414685935, | |
| 0.0002237578137000742, | |
| 0.00021509043106461565, | |
| 0.00021176868606978422, | |
| 0.00021139202561835057, | |
| 0.00020546793705966438, | |
| 0.00020402315262593398, | |
| 0.00019040678133015615, | |
| 0.00018575776279132575, | |
| 0.00018332845225946246, | |
| 0.0001758028478328809, | |
| 0.00017065088693382548, | |
| 0.0001694643196021586, | |
| 0.000166196989397431, | |
| 0.00016285653387203744, | |
| 0.00015376749414355699, | |
| 0.0001531538811221743, | |
| 0.00014835714488676746, | |
| 0.00014714550666417592, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.1304347826087, | |
| "precision": 80.0, | |
| "recall": 70.0, | |
| "f1": 73.33333333333333 | |
| }, | |
| "selection": { | |
| "precision": 0.136986301369863, | |
| "recall": 2.8571428571428568, | |
| "f1": 0.26143790849673204, | |
| "jaccard": 0.13157894736842105 | |
| } | |
| } | |
| } |