| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ESM1", | |
| "ADH4", | |
| "PRSS58", | |
| "ZIC2", | |
| "HOXC9", | |
| "ALG1L1P", | |
| "CIDEC", | |
| "TTTY8", | |
| "COL4A1", | |
| "IL22", | |
| "HOXD11", | |
| "NUCB2", | |
| "OTC", | |
| "CSRNP1", | |
| "PLA2G2E", | |
| "BMF", | |
| "C14orf180", | |
| "LACRT", | |
| "SHCBP1", | |
| "MMP9", | |
| "AIM2", | |
| "CXCL13", | |
| "CENPA", | |
| "EPB41L4B", | |
| "CHST2", | |
| "GPR101", | |
| "HTN3", | |
| "POTEE", | |
| "CLSTN3", | |
| "DIPK1A", | |
| "SLC35C1", | |
| "LINC00314", | |
| "KRT35", | |
| "PRB4", | |
| "FASTKD1", | |
| "ZNF114", | |
| "RIIAD1", | |
| "CSN1S1", | |
| "SLC6A1", | |
| "ARRB2", | |
| "FOXD2", | |
| "SHOX2", | |
| "TNFRSF11B", | |
| "FADS1", | |
| "MYOC", | |
| "FRMPD2B", | |
| "PLAC1", | |
| "FAM74A3", | |
| "CFAP46", | |
| "CIMIP2B", | |
| "DLEU1", | |
| "MC5R", | |
| "ITGAD", | |
| "SCIN", | |
| "GRIN2D", | |
| "NRG2", | |
| "SLC6A17", | |
| "ABCG1", | |
| "TIMP4", | |
| "CDH24", | |
| "GRAP", | |
| "HTR3B", | |
| "SLC5A9", | |
| "SLC12A3", | |
| "SHF", | |
| "LRRC8D", | |
| "KLHDC8A", | |
| "TSPAN10", | |
| "ODF4", | |
| "CELSR3", | |
| "SNX9", | |
| "C4orf50", | |
| "F2RL2", | |
| "WIF1", | |
| "LEPROTL1", | |
| "SNX10", | |
| "SLC36A1", | |
| "CEP55", | |
| "PARP12", | |
| "RLN3", | |
| "FAM43B", | |
| "KRTAP1-3", | |
| "KRTAP13-1", | |
| "AMELY", | |
| "DNMT3B", | |
| "F2RL3", | |
| "KRT32", | |
| "MIXL1", | |
| "TICAM1", | |
| "MGLL", | |
| "TRPC4", | |
| "JDP2", | |
| "ZP2", | |
| "NEU1", | |
| "LINC01599", | |
| "CXCR5", | |
| "ADTRP", | |
| "SH2D2A", | |
| "IL17F", | |
| "GARIN4", | |
| "ZNF584", | |
| "CLIC4", | |
| "GTSF1L", | |
| "MRPS31", | |
| "FST", | |
| "SULT1C3", | |
| "CAPN11", | |
| "FOXD4L4", | |
| "HOXA10", | |
| "FRMPD4", | |
| "ASTN2", | |
| "MT1A", | |
| "SPDYE4", | |
| "RGS7", | |
| "MAP4K2", | |
| "TSBP1", | |
| "DIO1", | |
| "CCNB2", | |
| "OR4D6", | |
| "TMEM132A", | |
| "SCARA5", | |
| "CATSPERD", | |
| "C17orf67", | |
| "ATP5F1A", | |
| "GFI1", | |
| "FCRL2", | |
| "CABS1" | |
| ], | |
| "Coefficient": [ | |
| 0.025340372576136822, | |
| -0.020923569835002723, | |
| -0.017236502879423028, | |
| 0.015118617463166029, | |
| 0.013504008848394417, | |
| 0.013184995808078808, | |
| -0.013125309309483522, | |
| 0.012058778621283382, | |
| 0.011768295456308007, | |
| -0.010957631905405107, | |
| 0.010834732716918498, | |
| -0.010665648724242895, | |
| -0.01054302204767687, | |
| -0.010467396944918404, | |
| -0.009852856480021202, | |
| 0.009841244597605893, | |
| -0.009691099003714898, | |
| -0.008791332792645054, | |
| 0.008603515409483625, | |
| 0.0083042319749738, | |
| 0.008157130304675506, | |
| 0.007445074104487754, | |
| 0.007349806220328781, | |
| 0.0069845398569872074, | |
| 0.006878918629215764, | |
| -0.006738119979274993, | |
| -0.006685391100110684, | |
| -0.006444903188549022, | |
| 0.006138415196282106, | |
| 0.006012505020444408, | |
| -0.005755034287462408, | |
| -0.005727615880496387, | |
| -0.005621075520402084, | |
| -0.005556432853721225, | |
| -0.005135000204357782, | |
| 0.005131399914564976, | |
| -0.0051080104273654335, | |
| 0.004868807466207837, | |
| -0.004729007371755159, | |
| 0.004695441175115735, | |
| 0.0044663052426500175, | |
| 0.004341829681310575, | |
| 0.004275512748144291, | |
| 0.004239072124618454, | |
| -0.0041471366457125165, | |
| -0.003982377160566093, | |
| 0.0039059970717154253, | |
| -0.0038053412581933845, | |
| -0.0037930988303472193, | |
| -0.0036593642952749148, | |
| -0.0036469998991703, | |
| -0.003623469781294585, | |
| 0.003398404242318463, | |
| -0.0033949023104888703, | |
| 0.003357855329113898, | |
| -0.00323029816363793, | |
| -0.003083871232252411, | |
| 0.0030216694938993358, | |
| -0.0029572283226405637, | |
| 0.0029375791199759277, | |
| 0.0029024656170125083, | |
| -0.002855906208470511, | |
| -0.0028528743562052073, | |
| 0.002649623355164089, | |
| -0.0026354539562309493, | |
| 0.0024266201190773344, | |
| -0.002356994561082847, | |
| 0.002314677105529767, | |
| -0.0023055839218688993, | |
| 0.0022150705419609986, | |
| -0.0021535745037765223, | |
| 0.002073617202937846, | |
| 0.0020730712012817787, | |
| -0.0020702199600126665, | |
| 0.0020600161323878876, | |
| 0.0020522230986825007, | |
| 0.0019735467344129225, | |
| 0.0019350463644949363, | |
| 0.0018705966588079834, | |
| 0.001827183552722394, | |
| -0.0017411452537461833, | |
| -0.001718983850380229, | |
| -0.0015995242145128937, | |
| -0.0015965626429424173, | |
| 0.0015446231415896274, | |
| 0.001493420194844164, | |
| -0.0014927090320440025, | |
| 0.0014450889917872523, | |
| -0.0014320427658084968, | |
| -0.001390747439380438, | |
| 0.0013687272737344016, | |
| -0.0013572104372498283, | |
| -0.001329293627257653, | |
| 0.0012619726340993664, | |
| 0.0011632034096624362, | |
| 0.0011313549274489115, | |
| 0.0011011421397222761, | |
| 0.0010233250287732696, | |
| -0.0009080633497788427, | |
| -0.0008757152588231653, | |
| -0.0008059889615592226, | |
| 0.0007597650367420187, | |
| 0.0007165232968709406, | |
| -0.0006492767813677495, | |
| 0.0006267442252294162, | |
| -0.00058413373398936, | |
| 0.0005679736737104927, | |
| 0.0005483458063979902, | |
| 0.0005460319505530362, | |
| -0.000500919197818091, | |
| 0.00047785549037569807, | |
| -0.00042050697662544454, | |
| 0.00041418266439761947, | |
| 0.0003737887793729413, | |
| 0.0003581026954040954, | |
| 0.00030877688060767345, | |
| -0.000295625299805582, | |
| 0.0002680044791799026, | |
| -0.00021352448403681826, | |
| 0.00018785499825833019, | |
| -0.00017983708343867407, | |
| -0.00016051468565281553, | |
| 0.00015888811170791103, | |
| -0.00014142262347546108, | |
| 6.242610360796849e-05, | |
| 5.02707675791154e-05, | |
| -2.5560801249697192e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.025340372576136822, | |
| 0.020923569835002723, | |
| 0.017236502879423028, | |
| 0.015118617463166029, | |
| 0.013504008848394417, | |
| 0.013184995808078808, | |
| 0.013125309309483522, | |
| 0.012058778621283382, | |
| 0.011768295456308007, | |
| 0.010957631905405107, | |
| 0.010834732716918498, | |
| 0.010665648724242895, | |
| 0.01054302204767687, | |
| 0.010467396944918404, | |
| 0.009852856480021202, | |
| 0.009841244597605893, | |
| 0.009691099003714898, | |
| 0.008791332792645054, | |
| 0.008603515409483625, | |
| 0.0083042319749738, | |
| 0.008157130304675506, | |
| 0.007445074104487754, | |
| 0.007349806220328781, | |
| 0.0069845398569872074, | |
| 0.006878918629215764, | |
| 0.006738119979274993, | |
| 0.006685391100110684, | |
| 0.006444903188549022, | |
| 0.006138415196282106, | |
| 0.006012505020444408, | |
| 0.005755034287462408, | |
| 0.005727615880496387, | |
| 0.005621075520402084, | |
| 0.005556432853721225, | |
| 0.005135000204357782, | |
| 0.005131399914564976, | |
| 0.0051080104273654335, | |
| 0.004868807466207837, | |
| 0.004729007371755159, | |
| 0.004695441175115735, | |
| 0.0044663052426500175, | |
| 0.004341829681310575, | |
| 0.004275512748144291, | |
| 0.004239072124618454, | |
| 0.0041471366457125165, | |
| 0.003982377160566093, | |
| 0.0039059970717154253, | |
| 0.0038053412581933845, | |
| 0.0037930988303472193, | |
| 0.0036593642952749148, | |
| 0.0036469998991703, | |
| 0.003623469781294585, | |
| 0.003398404242318463, | |
| 0.0033949023104888703, | |
| 0.003357855329113898, | |
| 0.00323029816363793, | |
| 0.003083871232252411, | |
| 0.0030216694938993358, | |
| 0.0029572283226405637, | |
| 0.0029375791199759277, | |
| 0.0029024656170125083, | |
| 0.002855906208470511, | |
| 0.0028528743562052073, | |
| 0.002649623355164089, | |
| 0.0026354539562309493, | |
| 0.0024266201190773344, | |
| 0.002356994561082847, | |
| 0.002314677105529767, | |
| 0.0023055839218688993, | |
| 0.0022150705419609986, | |
| 0.0021535745037765223, | |
| 0.002073617202937846, | |
| 0.0020730712012817787, | |
| 0.0020702199600126665, | |
| 0.0020600161323878876, | |
| 0.0020522230986825007, | |
| 0.0019735467344129225, | |
| 0.0019350463644949363, | |
| 0.0018705966588079834, | |
| 0.001827183552722394, | |
| 0.0017411452537461833, | |
| 0.001718983850380229, | |
| 0.0015995242145128937, | |
| 0.0015965626429424173, | |
| 0.0015446231415896274, | |
| 0.001493420194844164, | |
| 0.0014927090320440025, | |
| 0.0014450889917872523, | |
| 0.0014320427658084968, | |
| 0.001390747439380438, | |
| 0.0013687272737344016, | |
| 0.0013572104372498283, | |
| 0.001329293627257653, | |
| 0.0012619726340993664, | |
| 0.0011632034096624362, | |
| 0.0011313549274489115, | |
| 0.0011011421397222761, | |
| 0.0010233250287732696, | |
| 0.0009080633497788427, | |
| 0.0008757152588231653, | |
| 0.0008059889615592226, | |
| 0.0007597650367420187, | |
| 0.0007165232968709406, | |
| 0.0006492767813677495, | |
| 0.0006267442252294162, | |
| 0.00058413373398936, | |
| 0.0005679736737104927, | |
| 0.0005483458063979902, | |
| 0.0005460319505530362, | |
| 0.000500919197818091, | |
| 0.00047785549037569807, | |
| 0.00042050697662544454, | |
| 0.00041418266439761947, | |
| 0.0003737887793729413, | |
| 0.0003581026954040954, | |
| 0.00030877688060767345, | |
| 0.000295625299805582, | |
| 0.0002680044791799026, | |
| 0.00021352448403681826, | |
| 0.00018785499825833019, | |
| 0.00017983708343867407, | |
| 0.00016051468565281553, | |
| 0.00015888811170791103, | |
| 0.00014142262347546108, | |
| 6.242610360796849e-05, | |
| 5.02707675791154e-05, | |
| 2.5560801249697192e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.11504424778761, | |
| "precision": 99.41919631523592, | |
| "recall": 99.61721611721612, | |
| "f1": 99.51771362965393 | |
| }, | |
| "selection": { | |
| "precision": 1.230726789550319, | |
| "recall": 2.6923076923076925, | |
| "f1": 1.688922948262667, | |
| "jaccard": 0.8540815971542752 | |
| } | |
| } | |
| } |