{
    "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": [
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            -0.017236502879423028,
            0.015118617463166029,
            0.013504008848394417,
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            -0.01054302204767687,
            -0.010467396944918404,
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            0.009841244597605893,
            -0.009691099003714898,
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            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,
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            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,
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            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,
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            0.0019350463644949363,
            0.0018705966588079834,
            0.001827183552722394,
            0.0017411452537461833,
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            0.0015995242145128937,
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            0.0015446231415896274,
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            0.0014927090320440025,
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            0.0014320427658084968,
            0.001390747439380438,
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            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,
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            0.000500919197818091,
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            0.0003737887793729413,
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            0.00030877688060767345,
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            0.0002680044791799026,
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            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
        }
    }
}