| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AADAC", | |
| "A4GALT", | |
| "AAGAB", | |
| "ABCD2", | |
| "AATK", | |
| "ABHD17B", | |
| "ABCA3", | |
| "AANAT", | |
| "AAR2", | |
| "ABHD11", | |
| "ABCB8", | |
| "AAAS", | |
| "ABCC6", | |
| "ABCB6", | |
| "ABCG5", | |
| "AAMP", | |
| "A1CF", | |
| "ABCC10", | |
| "ABCB1", | |
| "ABCC6P1", | |
| "AAMDC", | |
| "ABCC4", | |
| "ACO1", | |
| "ABCD1", | |
| "ABCA8", | |
| "ABHD5", | |
| "ACTR5", | |
| "ADAM19", | |
| "ACSF2", | |
| "ABCB11", | |
| "ACHE", | |
| "AACS", | |
| "ABHD6", | |
| "ABCG1", | |
| "ACBD4", | |
| "ADAM17", | |
| "ABCB7", | |
| "ABLIM3", | |
| "ACTN2", | |
| "ABCA11P", | |
| "ABHD10", | |
| "ABHD18", | |
| "ABCC9", | |
| "ABCA7", | |
| "ABCC2", | |
| "ACVR2A", | |
| "ACOT1", | |
| "ACOX1", | |
| "ADPRM", | |
| "ABCF1", | |
| "ACOXL", | |
| "ABCC1", | |
| "AATF", | |
| "ACSL1", | |
| "ADARB2", | |
| "ACTR3P2", | |
| "ACRV1", | |
| "ABHD3", | |
| "ABRAXAS2", | |
| "A4GNT", | |
| "AASS", | |
| "ADRA1B", | |
| "ACTA2", | |
| "ADGRV1", | |
| "ABTB2", | |
| "ABCD1P2", | |
| "ACSL4", | |
| "ACD", | |
| "ACAA2", | |
| "ADRA1A", | |
| "ACSM1", | |
| "ACTL7A", | |
| "ABCD3", | |
| "ACTL7B", | |
| "ACAD10", | |
| "ABCG2", | |
| "ADRA2B", | |
| "ACSM2A", | |
| "ABHD8", | |
| "ALDH3A1", | |
| "ABT1", | |
| "ACSBG2", | |
| "ADAM3A", | |
| "ABCC5", | |
| "ABHD2", | |
| "ABCA6", | |
| "ABCA12", | |
| "ABCB9", | |
| "ADH5", | |
| "ADGRA2", | |
| "ACTR3B", | |
| "ACTC1", | |
| "ADGRG3", | |
| "ACADL", | |
| "ABI3BP", | |
| "ACTG1P4", | |
| "ALG6", | |
| "AMACR", | |
| "AARSD1", | |
| "ADAMTS13", | |
| "ADAM22", | |
| "ADGRA3", | |
| "ACVR1", | |
| "ALG8", | |
| "ACTR2", | |
| "ADGRG1", | |
| "ADAMTS20", | |
| "ABHD14A", | |
| "AIRE", | |
| "ADAP2", | |
| "APH1B", | |
| "ADAM15", | |
| "BRF1", | |
| "ABO", | |
| "AMFR", | |
| "ADA", | |
| "AARS1", | |
| "ADIPOR2", | |
| "ABHD4", | |
| "ADTRP", | |
| "B3GNTL1", | |
| "ACR", | |
| "ACKR3", | |
| "AAK1", | |
| "ACAT1", | |
| "AMIGO3", | |
| "ADH1C", | |
| "ACOT13", | |
| "ABCA5", | |
| "AGRP", | |
| "ACOT2", | |
| "ACAD8", | |
| "ADCY6", | |
| "ACADSB", | |
| "AGFG1", | |
| "ACSL3", | |
| "AGBL5", | |
| "ADRA1D", | |
| "ACOT11", | |
| "ADPGK", | |
| "ABITRAM", | |
| "AKIRIN1", | |
| "ACAA1", | |
| "AGBL3", | |
| "ABR", | |
| "ABCG4", | |
| "AKAP10", | |
| "ABL1", | |
| "ACSS3", | |
| "ACKR1", | |
| "ALG12", | |
| "CDA", | |
| "ACTR1B", | |
| "AASDHPPT", | |
| "ACVRL1", | |
| "APIP", | |
| "ANGEL2", | |
| "CH25H", | |
| "ADAMTSL2", | |
| "AMH", | |
| "ADCYAP1R1", | |
| "ACTB", | |
| "ADRA2A", | |
| "ABCC8", | |
| "ARNT", | |
| "ACSM5", | |
| "BTF3P13", | |
| "DAO", | |
| "ACTBP9", | |
| "AGAP10P", | |
| "ACP6", | |
| "AGTPBP1", | |
| "AFF1", | |
| "CARS2", | |
| "ADCY1", | |
| "ADAM28", | |
| "ADAM5", | |
| "ACADM", | |
| "ACTA1", | |
| "GSTT1", | |
| "AMN", | |
| "ACTR6", | |
| "ACAN", | |
| "ATP13A3", | |
| "ABHD17A", | |
| "ADAMTS3", | |
| "ANO1", | |
| "ADCY7", | |
| "CRLF3", | |
| "AGPAT4", | |
| "ADISSP", | |
| "ABAT", | |
| "AHSG", | |
| "ASCL1", | |
| "AFF3", | |
| "ARSF", | |
| "ANGPT4", | |
| "CD24", | |
| "ADAR", | |
| "DNAJC28", | |
| "ACSL6", | |
| "ADD1", | |
| "DACH1", | |
| "ABI1", | |
| "ADAM30", | |
| "ALG13", | |
| "ADRB1", | |
| "ARL4D", | |
| "ABCA2", | |
| "ATP5MC2P1", | |
| "ATP2C2", | |
| "ABCA1", | |
| "TTR", | |
| "ADAM9", | |
| "ANGPTL3", | |
| "ALG11", | |
| "ACSBG1", | |
| "OPN1SW", | |
| "AKR1C3", | |
| "ENO3", | |
| "CA5BP1", | |
| "ACP5", | |
| "BHMT2", | |
| "ACOX3", | |
| "ART3", | |
| "ADGRG2", | |
| "ADD3", | |
| "AIDA", | |
| "ACTR8", | |
| "ACAP1", | |
| "APOM", | |
| "ANGPTL4", | |
| "ANKRD1", | |
| "ACVR2B", | |
| "ABCF3", | |
| "CDH6", | |
| "BDKRB2", | |
| "ADCY2", | |
| "ACOT8", | |
| "ADAT1", | |
| "ARSA", | |
| "ANKRD49", | |
| "ASPN", | |
| "ACTR3", | |
| "KCND1", | |
| "ARL3", | |
| "API5", | |
| "CLCNKA", | |
| "BMAL2", | |
| "STAT5B", | |
| "ADAMDEC1", | |
| "BACE1", | |
| "DARS2", | |
| "CCPG1", | |
| "ARL15", | |
| "MYBPC2", | |
| "ALOX15", | |
| "ADARB1", | |
| "ACP2", | |
| "BRS3", | |
| "CD226", | |
| "CHP2", | |
| "BCAS4", | |
| "ARC", | |
| "C3orf36", | |
| "ADCY10", | |
| "ACTN4", | |
| "ABCF2", | |
| "ADIPOQ", | |
| "ADRB2", | |
| "ATP6V1B1", | |
| "APOBR", | |
| "BAHCC1", | |
| "ANKRD27", | |
| "CRYZ", | |
| "ADD2", | |
| "BCKDHB", | |
| "AGO3", | |
| "AKAP17A", | |
| "COQ8B", | |
| "ACACA", | |
| "ADAP1", | |
| "GASK1B", | |
| "ACTL6B", | |
| "AKR1B10", | |
| "ALS2CL", | |
| "MTNR1A", | |
| "COIL", | |
| "ANKRD2", | |
| "ABCE1", | |
| "ADH7", | |
| "ADAMTS1", | |
| "ACTG2", | |
| "ADAM10", | |
| "XIAP", | |
| "ARB2A", | |
| "DKKL1", | |
| "ADAM23", | |
| "KDM4D", | |
| "ALOXE3", | |
| "ASTN2", | |
| "ASPHD1", | |
| "DSC1", | |
| "CRTAM", | |
| "BTRC", | |
| "AKR1C2", | |
| "ACTL8", | |
| "ARG1", | |
| "LNPEP", | |
| "ASF1B", | |
| "ARHGAP1", | |
| "AGBL2", | |
| "ACSL5", | |
| "SP3P", | |
| "AMIGO2", | |
| "EXOC6B", | |
| "ANXA8", | |
| "ADGRL1", | |
| "ANGPT1", | |
| "GCFC2", | |
| "ABCB4", | |
| "ANKRD55", | |
| "CDH11", | |
| "BTN3A2", | |
| "AMMECR1", | |
| "RRAGD", | |
| "APBB1IP", | |
| "ANKRD12", | |
| "ALDH3A2", | |
| "AKR1C1", | |
| "APPL2", | |
| "ADAMTS8", | |
| "AGAP5", | |
| "DTL", | |
| "KCNC4", | |
| "FAM114A1", | |
| "CD82", | |
| "ALDH1A3", | |
| "ABCC3", | |
| "ASH1L", | |
| "ADORA3", | |
| "ACKR2", | |
| "ADAMTS12", | |
| "AGAP9", | |
| "ABCA4", | |
| "EPN3", | |
| "CNOT4", | |
| "ENTPD1-AS1", | |
| "HSPB2", | |
| "CAV3", | |
| "CHPF", | |
| "ASXL1", | |
| "CA12", | |
| "ACACB", | |
| "ELANE", | |
| "DDX60", | |
| "ADAMTS2", | |
| "CACNG5", | |
| "ZNF37BP", | |
| "AEBP1", | |
| "BDNF", | |
| "EFEMP1", | |
| "CHRNG", | |
| "ACTR1A", | |
| "FZD9", | |
| "CHRNA4", | |
| "PDZRN4", | |
| "BIN3-IT1", | |
| "ARHGAP10", | |
| "CCNT1", | |
| "AOAH", | |
| "CADM3-AS1", | |
| "CD19", | |
| "AGPAT3", | |
| "IL33", | |
| "CBLC", | |
| "ACTMAP", | |
| "CD72", | |
| "GEMIN8", | |
| "ARHGAP25", | |
| "ACOT9", | |
| "LSP1", | |
| "CLIP4", | |
| "ABL2", | |
| "CRIPTO", | |
| "AIMP1", | |
| "ANKFY1", | |
| "CLEC3B", | |
| "RRP7A", | |
| "BMP2", | |
| "ADGRL2", | |
| "ADCK2", | |
| "ABCC6P2", | |
| "ANXA8L1", | |
| "ACSM2B", | |
| "CRIPTO3" | |
| ], | |
| "Coefficient": [ | |
| -0.1832209662838434, | |
| 0.1456760949795789, | |
| -0.08557755601635576, | |
| -0.08475311244974777, | |
| -0.0822653047507166, | |
| -0.0800493179255708, | |
| 0.07882557293008977, | |
| -0.07846065373023736, | |
| -0.07608259251473484, | |
| -0.06837371877229106, | |
| -0.061582241855120734, | |
| 0.059820086160662735, | |
| -0.05911018003439678, | |
| 0.05905652683681028, | |
| -0.05383718561743596, | |
| 0.05000543970525872, | |
| -0.04873448009977497, | |
| -0.04541919990820423, | |
| 0.04517719318026, | |
| 0.0448966181955777, | |
| 0.04192304215761706, | |
| 0.0372855299004904, | |
| 0.03679258730117102, | |
| -0.0365151620543229, | |
| -0.03636253541306537, | |
| -0.035775435218387684, | |
| -0.0356138638111205, | |
| -0.03310770088283928, | |
| 0.032681332853384565, | |
| 0.03245690578090668, | |
| 0.032162294313266566, | |
| -0.03188169233113175, | |
| 0.03149876316125718, | |
| -0.0314831975243051, | |
| 0.03137310939516725, | |
| -0.030389570504159965, | |
| 0.030058540052647034, | |
| -0.02963024462682623, | |
| -0.029239194622873388, | |
| -0.02745810127610331, | |
| -0.027380277270907583, | |
| -0.027370201006105616, | |
| 0.027292417180778305, | |
| -0.027288050658424247, | |
| -0.027225863093297633, | |
| 0.027032111375022448, | |
| -0.026981815308522967, | |
| -0.02454599316527904, | |
| -0.024235697636478204, | |
| -0.022594861394822703, | |
| -0.022316522279987244, | |
| -0.021690413002540387, | |
| 0.021632632305725343, | |
| 0.021405432762226718, | |
| 0.02092581097503334, | |
| -0.020563964860535047, | |
| -0.020346403628895286, | |
| 0.020069202921872895, | |
| -0.019811765755475306, | |
| 0.018867024773002384, | |
| 0.018339069041156186, | |
| 0.0180916727658343, | |
| -0.01788166638657115, | |
| -0.01770656042604048, | |
| -0.017369599155198052, | |
| -0.017194429112337015, | |
| 0.016965053198205297, | |
| -0.016765844000509362, | |
| 0.016658796851772725, | |
| -0.016555518745475718, | |
| 0.01613830548407231, | |
| -0.016068253121472646, | |
| 0.016047687833379242, | |
| -0.015916965665745388, | |
| -0.01565869106554254, | |
| -0.015408030424402726, | |
| 0.014766164738782351, | |
| -0.01471568345009995, | |
| -0.014286973607509603, | |
| 0.014193005381663359, | |
| -0.014181500330029679, | |
| 0.014094904143599249, | |
| 0.014024912355240522, | |
| 0.013922379731966195, | |
| -0.013548942102542191, | |
| 0.013506077344221525, | |
| -0.013445295718533135, | |
| 0.013240138558857518, | |
| -0.012950131122314483, | |
| -0.012766132124261304, | |
| 0.012712294147635217, | |
| -0.012536427314542136, | |
| 0.012361825511938639, | |
| 0.01230971589814007, | |
| 0.011912958192512457, | |
| -0.011735552602593544, | |
| 0.011589615730425466, | |
| -0.011314557932994957, | |
| -0.011106302522749528, | |
| -0.010968281881536318, | |
| 0.010950509976032237, | |
| -0.01084851237572392, | |
| 0.010720311030463395, | |
| 0.010638950114322289, | |
| -0.010397965278297203, | |
| 0.010325800178121227, | |
| -0.010287643908293632, | |
| -0.009898450408612751, | |
| 0.009881729012585659, | |
| 0.009837302000456441, | |
| -0.009606026312646513, | |
| 0.00959162556728239, | |
| 0.00921989005456946, | |
| -0.009053484835739353, | |
| 0.008974312700366447, | |
| -0.008640070350980585, | |
| 0.008628314994034662, | |
| 0.008608095318391008, | |
| -0.008594594168443695, | |
| -0.008338985222378336, | |
| -0.008074601772015586, | |
| 0.008047657930328573, | |
| -0.007881698556572727, | |
| -0.007850905621329798, | |
| -0.0077434146216001625, | |
| 0.007742277049905766, | |
| 0.007730143092304683, | |
| 0.007550815135294873, | |
| 0.007449082260142887, | |
| -0.006976852799673219, | |
| -0.006825348126224009, | |
| 0.006744283813235041, | |
| 0.0066570459639071974, | |
| -0.006590247930520205, | |
| -0.0065618255293010685, | |
| -0.006504375058456945, | |
| -0.006424022290464006, | |
| -0.006388958728833765, | |
| -0.006190685175012218, | |
| 0.006172760432725049, | |
| 0.006126276237125073, | |
| 0.00611885163786776, | |
| 0.00588838294788172, | |
| -0.0058790396938681695, | |
| -0.00584960142831065, | |
| -0.005811674941962324, | |
| 0.005795410311314073, | |
| 0.005794355272524801, | |
| 0.005779018005538659, | |
| 0.005605351792275812, | |
| 0.005552589234786948, | |
| 0.0055510280415269906, | |
| 0.0055276873823368, | |
| 0.005463240929789406, | |
| 0.0052913222729221165, | |
| 0.005211658622541049, | |
| 0.005103807550323128, | |
| -0.005087143224855037, | |
| 0.005042956643016719, | |
| 0.004968356648074969, | |
| -0.004944409804264226, | |
| 0.004821651814063171, | |
| -0.004819142145388725, | |
| 0.004712859568990482, | |
| -0.004598129255564188, | |
| -0.00440925688802454, | |
| 0.004333533399370477, | |
| 0.004274365862482787, | |
| -0.0041716900560081985, | |
| -0.004086227631744419, | |
| 0.0040443561266512934, | |
| 0.004012085154050195, | |
| 0.003997401266418668, | |
| -0.003965464307558956, | |
| -0.003915799586189186, | |
| 0.0038259405089151387, | |
| -0.0038165126797753833, | |
| 0.0037860700762497837, | |
| -0.0037690621876315237, | |
| 0.003768863504358505, | |
| -0.003764295144864157, | |
| 0.0037604746604762438, | |
| -0.0037367977256199, | |
| 0.0036912548666209037, | |
| 0.0036573702476231547, | |
| -0.0036358944830056582, | |
| -0.003624915924193517, | |
| -0.003616752137469294, | |
| -0.0035552704333802272, | |
| -0.003499610505123957, | |
| 0.0032613910902440715, | |
| -0.003181998921686204, | |
| 0.0030163844907273823, | |
| -0.0030009385476543384, | |
| 0.002965105066577602, | |
| -0.002890719931878498, | |
| -0.002846934844786515, | |
| 0.0028440010374272467, | |
| -0.002714982739961573, | |
| -0.0025933315290419035, | |
| 0.0025636539771436632, | |
| -0.0025494008894997706, | |
| -0.002485151776392998, | |
| 0.002483240406262444, | |
| -0.0024369836476339753, | |
| -0.0024223400216123758, | |
| -0.0024121540967037155, | |
| -0.0023934836480566032, | |
| 0.0023834822301433264, | |
| 0.002349667876106261, | |
| -0.0023338166364649054, | |
| -0.0022958241819901115, | |
| 0.002295223469216214, | |
| -0.00223547638698133, | |
| 0.0022211134964780868, | |
| -0.0022119191467051607, | |
| -0.0022069991638496217, | |
| 0.002201803201429896, | |
| -0.0021791029378166525, | |
| 0.0021692529407873334, | |
| 0.0020706800540581187, | |
| 0.002062736995035007, | |
| 0.002057924509102603, | |
| -0.0020414069401972533, | |
| 0.0020199930466143243, | |
| 0.0020012801027310127, | |
| -0.00199789547553495, | |
| 0.0019974415026112586, | |
| -0.0019805505306970776, | |
| -0.001980039771694741, | |
| 0.0019547500626133146, | |
| 0.0019087895638966136, | |
| 0.0018814138071277394, | |
| 0.0018680497863637917, | |
| 0.0017887716131120537, | |
| -0.0017834539986195648, | |
| 0.0017544637933704164, | |
| -0.0017266889106713373, | |
| -0.0016434109798028815, | |
| -0.0016418032674315245, | |
| 0.0016305889410421776, | |
| 0.0016130207721583403, | |
| 0.0015980040811250686, | |
| 0.001593304322797928, | |
| 0.001591292314280175, | |
| -0.001566077633734139, | |
| -0.0015268770741962278, | |
| -0.0015149516899727392, | |
| -0.0015086785753837585, | |
| -0.0014906521747216882, | |
| -0.0014808722857198562, | |
| 0.0014357595894795966, | |
| -0.001413922442827297, | |
| 0.0014091314748874055, | |
| -0.001380907046183358, | |
| 0.001368763494272727, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 2.4630632438763306e-05, | |
| 2.0579174804458605e-05, | |
| 1.8628826152158523e-05, | |
| 1.8315085199495574e-05, | |
| 1.692534624788996e-05, | |
| 1.6495070771559186e-05, | |
| 1.437110290447159e-05, | |
| 1.397494570262015e-05, | |
| 1.2706609764936682e-05, | |
| 1.2092307240582655e-05, | |
| 1.1754152654582234e-05, | |
| 9.417089864491436e-06, | |
| 8.557283888795887e-06, | |
| 6.350824574835038e-06, | |
| 5.643991037587162e-06, | |
| 4.7322635777880616e-06, | |
| 4.1207193125510084e-06, | |
| 3.9414047282576304e-06, | |
| 3.346817066531587e-06, | |
| 2.2341806563174614e-06, | |
| 1.3012074103140486e-06, | |
| 9.945514983577126e-07, | |
| 1.571969241284269e-16, | |
| 3.764969486968233e-17, | |
| 3.90777440168704e-18, | |
| 3.097720492815727e-21 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 71.42857142857143, | |
| "precision": 83.33333333333333, | |
| "recall": 66.66666666666666, | |
| "f1": 69.33333333333333 | |
| }, | |
| "selection": { | |
| "precision": 3.7786892816454296, | |
| "recall": 2.8695652173913047, | |
| "f1": 3.260739674708014, | |
| "jaccard": 1.6579787237001895 | |
| } | |
| } | |
| } |