| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HPN", | |
| "A2M", | |
| "ABCA6", | |
| "ACSM3", | |
| "CIB4", | |
| "ARHGAP44", | |
| "ACSM4", | |
| "AFP", | |
| "BTBD19", | |
| "DNAH10", | |
| "CD207", | |
| "ARRDC1-AS1", | |
| "ANKRD53", | |
| "ARSF", | |
| "ACE", | |
| "GGT7", | |
| "ADRA2C", | |
| "ACER3", | |
| "KCTD9", | |
| "ARMH4", | |
| "ADGRF1", | |
| "ASCL1", | |
| "BICDL1", | |
| "GRM8", | |
| "BIRC7", | |
| "CRYZL1", | |
| "COA7", | |
| "EFNA4", | |
| "CADPS", | |
| "FAM218A", | |
| "ERG", | |
| "GLI1", | |
| "TTTY7", | |
| "CAMK1D", | |
| "ADAMTS2", | |
| "AP2B1", | |
| "SPMIP7", | |
| "SLC29A4", | |
| "TNNT1", | |
| "LRTM2", | |
| "NTNG1", | |
| "C6orf163", | |
| "BPIFA1", | |
| "TBX1", | |
| "C11orf98", | |
| "CPZ", | |
| "MIR155HG", | |
| "APOA1", | |
| "ITPA", | |
| "ERCC6L2", | |
| "CHURC1", | |
| "CDCA3", | |
| "GAA", | |
| "IPP", | |
| "CX3CL1", | |
| "DHCR24", | |
| "BARHL2", | |
| "MAP2K2", | |
| "ACTC1", | |
| "ANKRD26P1", | |
| "ACTRT2", | |
| "AMFR", | |
| "PRDM12", | |
| "DEFB103A", | |
| "SLC25A33", | |
| "EFEMP1", | |
| "C1QTNF2", | |
| "ARAP1", | |
| "BRD7P3", | |
| "PRSS55", | |
| "TRPV3", | |
| "CYP2C19", | |
| "CAPN11", | |
| "CHRND", | |
| "MRAP", | |
| "BIN2", | |
| "ARHGEF12", | |
| "ANKRD20A1", | |
| "ATP11AUN", | |
| "OR5H6", | |
| "BSX", | |
| "TSSK1B", | |
| "IL2", | |
| "ALOX15", | |
| "ZXDA", | |
| "LAPTM5", | |
| "DBH", | |
| "FMOD", | |
| "NPBWR2", | |
| "CAMK2N2", | |
| "ASB9", | |
| "FAM118B", | |
| "KRTAP4-5", | |
| "AP1S3", | |
| "HLA-DPB2", | |
| "BMP7", | |
| "ART1", | |
| "ALDH1A2", | |
| "GSDMA", | |
| "OTOP3", | |
| "DOCK6", | |
| "ANXA2", | |
| "NAXD", | |
| "VIPR2", | |
| "EFNB3", | |
| "C8orf48", | |
| "COPG2IT1", | |
| "CNOT9", | |
| "ANKIB1", | |
| "ADAM6", | |
| "CHST7", | |
| "MARK1", | |
| "IMMP1L", | |
| "MYOCD", | |
| "C6orf58", | |
| "EMP1", | |
| "NIPA1", | |
| "PSD2", | |
| "ZNF28", | |
| "CD109", | |
| "CFAP69", | |
| "ARMCX2", | |
| "H1-2", | |
| "ADGRG7", | |
| "FREM1", | |
| "NTPCR", | |
| "ACO1", | |
| "ACOXL", | |
| "OR4E2", | |
| "ALG1L1P", | |
| "BTBD3", | |
| "ZFP69", | |
| "ANKRD63", | |
| "FAM3D", | |
| "CST1", | |
| "CCDC34", | |
| "MKX", | |
| "XKRX", | |
| "CCDC120", | |
| "HOXD4", | |
| "DHX57", | |
| "CENPX", | |
| "AQP8", | |
| "ANKDD1B", | |
| "PEX12", | |
| "CHD7", | |
| "BMPR2", | |
| "ATRNL1", | |
| "CAMKK2", | |
| "DTNBP1", | |
| "FBXL21P", | |
| "CENPS-CORT", | |
| "LRRC72", | |
| "EVA1B", | |
| "APOB", | |
| "PRR19", | |
| "FUT2", | |
| "MT1IP", | |
| "TPTE2P3", | |
| "C1QTNF3", | |
| "ZFTA", | |
| "IRF5", | |
| "BTBD16", | |
| "TTC39A", | |
| "C12orf60", | |
| "LRRC8D", | |
| "SYCE1", | |
| "KCNA2", | |
| "AP1AR", | |
| "CFAP68", | |
| "ARID5A", | |
| "ZNF175", | |
| "ORC1", | |
| "PTGS2", | |
| "CDON", | |
| "AHCY", | |
| "HOXD10", | |
| "C1orf105", | |
| "CPEB1", | |
| "B4GALT1", | |
| "SP6", | |
| "KLHL4", | |
| "PTPN20", | |
| "ACSBG2", | |
| "ZNF347", | |
| "PCDHGC3", | |
| "ALAD", | |
| "SPIDR", | |
| "TAF7L", | |
| "MRS2P2", | |
| "RIMKLA", | |
| "CADM2", | |
| "MCPH1", | |
| "TRPA1", | |
| "TFCP2", | |
| "RPF1", | |
| "GPX2", | |
| "CHI3L1", | |
| "ANKRD26P3", | |
| "LY75", | |
| "RFTN1", | |
| "PRDM11", | |
| "FABP5", | |
| "KBTBD6", | |
| "ACTN1", | |
| "ALOX12P2", | |
| "SNX12", | |
| "CHN2", | |
| "POU6F2", | |
| "CSKMT", | |
| "OR10A2", | |
| "ZNF804A", | |
| "BEST1", | |
| "HUS1", | |
| "AS3MT", | |
| "DSPP", | |
| "MTRNR2L7", | |
| "DGKE", | |
| "DEFA6", | |
| "PAX8", | |
| "LINC02694", | |
| "AICDA", | |
| "CLDN7", | |
| "AHCTF1", | |
| "DGKI", | |
| "TSPY26P", | |
| "DCLK1", | |
| "SFTPB", | |
| "CCNF", | |
| "S100G", | |
| "TAS1R2", | |
| "CYSLTR2", | |
| "ADAMTS17", | |
| "ALDH1A1", | |
| "PRR29", | |
| "OR4N2", | |
| "PNLIPRP3", | |
| "MTRNR2L3", | |
| "HLA-DRB4", | |
| "OR4F4", | |
| "PODN", | |
| "C1RL-AS1", | |
| "OR2B2", | |
| "FAM89A", | |
| "GAS2L3", | |
| "C15orf32", | |
| "TTC32", | |
| "CREM", | |
| "PPP1R17", | |
| "ANXA1", | |
| "TRIM44", | |
| "ICAM4", | |
| "SLC30A8", | |
| "MAPK8IP3", | |
| "ANKRD30A", | |
| "EIF4E1B", | |
| "ATP6V1E2", | |
| "OR4D2", | |
| "CEP76", | |
| "HUS1B", | |
| "RBMX", | |
| "FNDC11", | |
| "OR5AP2" | |
| ], | |
| "Coefficient": [ | |
| 0.047354924099449545, | |
| 0.04277614497231494, | |
| 0.04053981000787999, | |
| 0.03746961683950759, | |
| 0.033941540707391554, | |
| 0.027631641531086635, | |
| -0.027480083499926432, | |
| 0.02665464506615202, | |
| 0.02590088224828565, | |
| 0.02551693572536389, | |
| 0.02543512541215331, | |
| 0.024503149826265936, | |
| 0.02410474583334466, | |
| 0.023085309909388035, | |
| 0.021661357556864762, | |
| 0.020982923344941406, | |
| 0.020889605022592378, | |
| 0.02074216708267159, | |
| -0.018736552889825946, | |
| 0.018348194645494677, | |
| 0.018131885668540813, | |
| -0.017894726957657817, | |
| 0.017779182093793238, | |
| 0.016626549376365637, | |
| -0.016219907864099638, | |
| -0.01581979149520652, | |
| 0.01499293675401691, | |
| 0.01468633397578011, | |
| 0.014386258383939561, | |
| 0.013559252560262478, | |
| 0.013457029588737767, | |
| 0.013144930891596096, | |
| 0.012317200140404194, | |
| 0.012231791864428822, | |
| 0.011180600429584337, | |
| -0.0109111773999079, | |
| 0.010772392822981943, | |
| 0.010521826095175763, | |
| 0.010477735578700614, | |
| 0.0098696352506235, | |
| 0.00967301014679331, | |
| 0.009393688087204102, | |
| 0.009381261523867559, | |
| 0.009160928824476867, | |
| 0.00887271787186468, | |
| 0.008741734462566217, | |
| 0.008741654248340692, | |
| 0.008673454864918889, | |
| -0.008109537498417462, | |
| -0.00792238811906915, | |
| 0.007884108423247625, | |
| 0.0076645758290421855, | |
| -0.00758831515878132, | |
| -0.007560954207240993, | |
| 0.007517132344824562, | |
| 0.007174505301153794, | |
| 0.007002860101521779, | |
| -0.0068551279134161786, | |
| 0.006747836972072024, | |
| -0.006646954721600153, | |
| -0.006538395198956253, | |
| 0.006459289891610387, | |
| -0.0064564789392614905, | |
| -0.006411450106066409, | |
| -0.006310913926351589, | |
| 0.005852568762593751, | |
| -0.005778187024225355, | |
| -0.005715455922318743, | |
| 0.005705069782161955, | |
| 0.005573342948565009, | |
| -0.005424941315117885, | |
| -0.0054197640061389935, | |
| 0.005230746843162753, | |
| -0.0051801990469162226, | |
| 0.005059947716249139, | |
| -0.005010750189090716, | |
| 0.005010482507123468, | |
| -0.004938734852037245, | |
| -0.004820811911260428, | |
| -0.004768655362742703, | |
| 0.004759783299610047, | |
| 0.004635659221328298, | |
| -0.0045149127133655475, | |
| 0.004412837519754737, | |
| -0.004342148665314465, | |
| -0.004310247867869125, | |
| 0.00419784062428891, | |
| 0.004168013192488156, | |
| 0.003952789532296819, | |
| 0.003906569643218049, | |
| 0.003850869667706556, | |
| -0.003845079757991215, | |
| -0.003826398955169699, | |
| 0.0036169165814893146, | |
| 0.003593619081229329, | |
| 0.0035712323675933764, | |
| 0.0035201607639954325, | |
| -0.003347915820528071, | |
| 0.003259009888396314, | |
| 0.003254263536495867, | |
| -0.002907546629294461, | |
| 0.002856317869938374, | |
| -0.00282524971552631, | |
| -0.002759551563827889, | |
| 0.0026686313896997268, | |
| 0.0026157459014917975, | |
| 0.002607050273311612, | |
| 0.002598593497735093, | |
| 0.00253785542470585, | |
| -0.002516553314412323, | |
| -0.00249106905556831, | |
| 0.0024425836052583754, | |
| -0.0024336124431523143, | |
| 0.0023437918202275634, | |
| 0.002284643072143271, | |
| 0.0022518863484224747, | |
| 0.00223203870543882, | |
| -0.0021650553381447955, | |
| -0.002156017825378449, | |
| 0.0021489336151670245, | |
| 0.0021389268677861916, | |
| 0.002095475355201606, | |
| -0.002047002604217198, | |
| -0.0020418133527013676, | |
| -0.002034706982045568, | |
| -0.0018733237578116763, | |
| 0.001849854107348839, | |
| -0.0017958899637670026, | |
| -0.0017922084663667783, | |
| 0.0017837901262457774, | |
| 0.001776389218977478, | |
| -0.0017629991596269491, | |
| -0.001760975301622607, | |
| 0.001742265805329229, | |
| -0.0017063199537678654, | |
| 0.0017009012339034187, | |
| -0.0016432257753055592, | |
| 0.0014839368642273966, | |
| -0.001451746307621921, | |
| -0.001419638998739962, | |
| 0.0014066234815214922, | |
| 0.0014064207675928528, | |
| 0.00139045428273185, | |
| -0.001390219192809182, | |
| -0.0013846807143048931, | |
| 0.0013532321475114644, | |
| 0.0012881015824149067, | |
| -0.001204917836162385, | |
| -0.0011866117047244814, | |
| -0.0011259107176327288, | |
| -0.0010953928105870488, | |
| -0.0010838794872464195, | |
| -0.0009480775394561285, | |
| -0.0009039202980863048, | |
| 0.0008914088729054314, | |
| 0.0008738368412745912, | |
| 0.0008343571838671372, | |
| 0.0008278390496230716, | |
| -0.0008045063711683313, | |
| 0.0007715976892246355, | |
| 0.0007636401777637294, | |
| -0.0007610404570644041, | |
| -0.0007269901472020935, | |
| 0.0007228738227589482, | |
| 0.0006962724113376507, | |
| -0.000691722049996523, | |
| 0.0006659807921912032, | |
| 0.0006547484199494539, | |
| 0.0006061697110698222, | |
| 0.0006037873715967621, | |
| -0.0005882375507748249, | |
| -0.0005762911183631008, | |
| 0.0005746896800221736, | |
| 0.0005639617749301131, | |
| 0.0005621719640164953, | |
| 0.0005599500408002078, | |
| 0.0005487354523207933, | |
| 0.0005376131835375576, | |
| 0.0005338750589478467, | |
| -0.0005133383735105141, | |
| -0.0005083791823191644, | |
| -0.0005074662012675286, | |
| 0.0005016538752403529, | |
| -0.0004988275572832174, | |
| -0.00048304082683566234, | |
| -0.0004719764205229126, | |
| 0.000459448026377032, | |
| -0.00043873768430836103, | |
| -0.0004354155205967781, | |
| -0.0004208668222012467, | |
| -0.0004018623406439867, | |
| 0.00039849156318659394, | |
| -0.000376078569763416, | |
| -0.0003696517201308195, | |
| -0.00036190133048956906, | |
| 0.00035814254278912456, | |
| 0.0003476552812155081, | |
| -0.00032530320349179957, | |
| -0.000315589525411843, | |
| 0.0003109837149587622, | |
| -0.00030254084873006996, | |
| 0.0002959806943196394, | |
| 0.0002926175706783464, | |
| -0.00028961371026634377, | |
| -0.0002854859823849574, | |
| -0.000276553751234744, | |
| 0.00027238089837100613, | |
| 0.00026752885068638766, | |
| 0.0002662098438499401, | |
| 0.00025965080413974394, | |
| 0.0002519577143330441, | |
| 0.00024225849284357855, | |
| -0.0002408837878516237, | |
| 0.00022234197297602007, | |
| -0.00021857846862182356, | |
| 0.00020069819525491816, | |
| 0.0001993360589327103, | |
| 0.0001929347915690941, | |
| -0.00018423447444949784, | |
| -0.00017713598261956322, | |
| 0.00017334578730933948, | |
| -0.00017145587275939795, | |
| -0.00017104988571941274, | |
| -0.00016797578249251504, | |
| -0.00015857935629619627, | |
| -0.00015303432763127327, | |
| -0.00014503028949840773, | |
| 0.00012117624016246337, | |
| -0.00011507179980186865, | |
| -0.00010677646362121334, | |
| -9.285456222160562e-05, | |
| 9.061742382337284e-05, | |
| 7.144134064538004e-05, | |
| 6.669840581020161e-05, | |
| -6.593215261563616e-05, | |
| 5.704479198507151e-05, | |
| -5.1224337434226295e-05, | |
| 4.783001634137732e-05, | |
| -4.694461652682255e-05, | |
| -4.5121612951151285e-05, | |
| 4.186040940745644e-05, | |
| -3.642703469418956e-05, | |
| 3.630499501403708e-05, | |
| 3.511764844475676e-05, | |
| 3.378611460777374e-05, | |
| -2.9123351772658707e-05, | |
| 2.4469944650363777e-05, | |
| 2.09483328961279e-05, | |
| -2.022522219386474e-05, | |
| 1.8528896034764672e-05, | |
| -1.6716443398004816e-05, | |
| -1.4601280581077952e-05, | |
| -1.4135321126608018e-05, | |
| -1.0145407177038314e-05, | |
| -8.108354805445255e-06, | |
| -7.665867875438152e-06, | |
| 6.348698594145767e-06, | |
| 4.4770038896998556e-06, | |
| 2.742032753544793e-06, | |
| 2.1195625403896276e-06, | |
| 1.4833102141479576e-06, | |
| 1.3411333473439916e-06, | |
| 3.9956197873350876e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.047354924099449545, | |
| 0.04277614497231494, | |
| 0.04053981000787999, | |
| 0.03746961683950759, | |
| 0.033941540707391554, | |
| 0.027631641531086635, | |
| 0.027480083499926432, | |
| 0.02665464506615202, | |
| 0.02590088224828565, | |
| 0.02551693572536389, | |
| 0.02543512541215331, | |
| 0.024503149826265936, | |
| 0.02410474583334466, | |
| 0.023085309909388035, | |
| 0.021661357556864762, | |
| 0.020982923344941406, | |
| 0.020889605022592378, | |
| 0.02074216708267159, | |
| 0.018736552889825946, | |
| 0.018348194645494677, | |
| 0.018131885668540813, | |
| 0.017894726957657817, | |
| 0.017779182093793238, | |
| 0.016626549376365637, | |
| 0.016219907864099638, | |
| 0.01581979149520652, | |
| 0.01499293675401691, | |
| 0.01468633397578011, | |
| 0.014386258383939561, | |
| 0.013559252560262478, | |
| 0.013457029588737767, | |
| 0.013144930891596096, | |
| 0.012317200140404194, | |
| 0.012231791864428822, | |
| 0.011180600429584337, | |
| 0.0109111773999079, | |
| 0.010772392822981943, | |
| 0.010521826095175763, | |
| 0.010477735578700614, | |
| 0.0098696352506235, | |
| 0.00967301014679331, | |
| 0.009393688087204102, | |
| 0.009381261523867559, | |
| 0.009160928824476867, | |
| 0.00887271787186468, | |
| 0.008741734462566217, | |
| 0.008741654248340692, | |
| 0.008673454864918889, | |
| 0.008109537498417462, | |
| 0.00792238811906915, | |
| 0.007884108423247625, | |
| 0.0076645758290421855, | |
| 0.00758831515878132, | |
| 0.007560954207240993, | |
| 0.007517132344824562, | |
| 0.007174505301153794, | |
| 0.007002860101521779, | |
| 0.0068551279134161786, | |
| 0.006747836972072024, | |
| 0.006646954721600153, | |
| 0.006538395198956253, | |
| 0.006459289891610387, | |
| 0.0064564789392614905, | |
| 0.006411450106066409, | |
| 0.006310913926351589, | |
| 0.005852568762593751, | |
| 0.005778187024225355, | |
| 0.005715455922318743, | |
| 0.005705069782161955, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 83.47826086956522, | |
| "precision": 26.666666666666664, | |
| "recall": 26.666666666666664, | |
| "f1": 24.88888888888889 | |
| }, | |
| "selection": { | |
| "precision": 2.1091414835114755, | |
| "recall": 1.55688622754491, | |
| "f1": 1.7890770869197787, | |
| "jaccard": 0.9033585730265348 | |
| } | |
| } | |
| } |