{
    "significant_genes": {
        "Variable": [
            "AAR2",
            "ABHD12B",
            "ABHD13",
            "AAK1",
            "ABCA3",
            "ACTR8",
            "ABHD5",
            "ACTR3C",
            "ACAA1",
            "ACHE",
            "AARS1",
            "ABCA1",
            "ABCF1",
            "ABL1",
            "ABCA5",
            "AFF4",
            "ABCB5",
            "ACTR3BP5",
            "A2ML1-AS1",
            "ACACB",
            "ACTL7B",
            "AKR1E2",
            "AAAS",
            "ADAMTSL1",
            "ALDH1B1",
            "ABCC6P1",
            "ACOT9",
            "AADAC",
            "ABL2",
            "CLCN5",
            "ACAN",
            "AADAT",
            "AADACL2",
            "AARSD1",
            "ALPK2",
            "ARFGAP2",
            "ABCC9",
            "ABHD12",
            "AP4B1",
            "ABCC6P2",
            "ACAD9",
            "CYP2U1",
            "CDC37L1",
            "BHMT2",
            "CCDC97",
            "ADAMTS15",
            "ANO1-AS1",
            "ABRA",
            "ADAT3",
            "ACTMAP",
            "BLM",
            "CCL8",
            "MIR4675",
            "AREG",
            "AACS",
            "ACTL8",
            "ATF1",
            "ABHD18",
            "ABHD3",
            "ACADL",
            "PAX1",
            "ACAP2-IT1",
            "ABCA8",
            "DMGDH",
            "EGFR-AS1",
            "ABHD16A",
            "PRR33",
            "ACOD1",
            "AMH",
            "ACBD3",
            "NME1",
            "ANKRD40",
            "ADCY1",
            "DARS1",
            "AFAP1L2",
            "OSMR",
            "ABCC5-AS1",
            "A2MP1",
            "ACSM6",
            "BMF",
            "BEGAIN",
            "ABHD6",
            "ADPRHL1",
            "AFG1L",
            "ABHD16B",
            "METAP1D",
            "BHMT",
            "WNT5A-AS1",
            "LRRC37B",
            "A1BG",
            "ACVR2A",
            "C4BPA",
            "BIRC3",
            "SPRR2B",
            "ADAMTS16",
            "ANO1",
            "DUSP16",
            "GDF15",
            "ALPK3",
            "ANKRD37",
            "NDST1",
            "SLC17A7",
            "ADTRP",
            "MIR623",
            "CMPK1",
            "CLK4",
            "RNU7-9P",
            "ABHD17A",
            "ADAM12",
            "FZD5",
            "FTSJ1",
            "CYP27C1",
            "ADI1",
            "CLDN7",
            "MFHAS1",
            "MAGEH1",
            "AAGAB",
            "ADIG",
            "SHQ1",
            "ANKRD39",
            "OR7G2",
            "ANKRD23",
            "CDY2B",
            "RSBN1L",
            "DNAI4",
            "TRIM51G",
            "AFTPH",
            "ZBTB37",
            "ANKS6",
            "ACP7",
            "ANGPTL4",
            "ANKRD29",
            "AKR7A2",
            "SSPN",
            "SPDYE4",
            "ACRV1",
            "MIR532",
            "ADAM23",
            "CANT1",
            "ACSM4"
        ],
        "Coefficient": [
            -0.08052530804123251,
            -0.07234945150249136,
            0.071232439327294,
            -0.06801847338774526,
            -0.06035755125362712,
            -0.05516563656444766,
            -0.042175230064447955,
            -0.03990389258330334,
            -0.03821857282135422,
            0.03668785139719523,
            -0.036487734801758286,
            -0.0347897808779065,
            -0.03157979754375862,
            -0.02998895913185815,
            -0.028247534821284694,
            0.024706141311464144,
            -0.02421082356997679,
            0.023456294371308372,
            -0.02173904181636614,
            -0.021566373524497143,
            0.021451158661355472,
            -0.02073043484287329,
            -0.020580416257908678,
            -0.018965821236708227,
            -0.017899101189504916,
            0.0177060172767806,
            -0.017235943599514466,
            0.016461861356204605,
            -0.01638860171304411,
            -0.01621765975738853,
            -0.01570065595034291,
            0.015273743560553978,
            -0.01520314287140597,
            0.014796236260931381,
            0.013924662527390318,
            -0.01316302869750345,
            0.01296924297173294,
            -0.012828618492094945,
            -0.012823505092158616,
            0.011802130505318949,
            0.011690041295466217,
            -0.011415981309462999,
            -0.011130437082183255,
            0.010180493537095159,
            -0.010063077355678256,
            -0.010018062788110862,
            -0.010003639424306873,
            -0.009561911031367009,
            -0.008750003180335116,
            -0.008424705413578534,
            0.008400636027422902,
            0.00821233022390436,
            -0.008169944075290392,
            -0.007757112906955598,
            -0.0075389343512556484,
            -0.007383201357528645,
            -0.006457284614800908,
            0.0064530034512974045,
            -0.0062201658916491275,
            -0.0060361172731360135,
            -0.005922405094374189,
            0.005821128700206395,
            -0.005766212368445352,
            0.005577200271128721,
            -0.005311001073027807,
            -0.0053022856727228404,
            -0.004667123231365507,
            0.004451646185374146,
            -0.004243910874930571,
            -0.004128341103240427,
            -0.004082527449960835,
            -0.004033364489749084,
            -0.003872482320935159,
            -0.0036465115386897697,
            0.0035659206089957616,
            -0.003335204866287518,
            -0.003267732161065899,
            0.003242070986227555,
            0.0031793896789913613,
            -0.003108441711311638,
            -0.002538119861480345,
            0.0025066412625438343,
            -0.002387185797017099,
            0.0023776321180251515,
            -0.0023538245220938903,
            0.0021511849341555186,
            0.002077104135559083,
            -0.0019527986476361447,
            0.0019521747142512173,
            -0.001819030199711557,
            0.0017689258139073011,
            0.0017271139721443838,
            0.0017229429269477695,
            -0.0016772668640386663,
            -0.0015881302424847047,
            -0.001559054840376856,
            -0.0015126150051626697,
            -0.0014016897486026658,
            -0.0013599828907528881,
            -0.0012737903307268046,
            -0.0012164735238548454,
            -0.0011369164645895255,
            -0.0010183514037221048,
            -0.0009380779897395908,
            -0.0009093152144875944,
            -0.0008024639856650035,
            -0.0007981977923118,
            0.0007655865778599717,
            -0.000647190727438134,
            -0.0006239534603934674,
            -0.0005398750543061746,
            -0.00051064205815906,
            0.0004814635862491153,
            0.0004596089918555015,
            -0.0003535307431159001,
            -0.00034796557128384065,
            0.00034015974154736375,
            0.0003337949549106391,
            0.0003241928982931921,
            -0.00031589095497824046,
            0.0002951614061500612,
            -0.0002869449978787066,
            -0.00022447060121905831,
            -0.00022339757465967883,
            0.00020718392298472212,
            -0.00020063690535283266,
            -0.00019304402700602916,
            -0.00018556004075872388,
            -0.00016897406029789297,
            -0.00015984215921517473,
            -0.00010203372457385692,
            8.504307174115072e-05,
            8.484315391175071e-05,
            7.805557235906142e-05,
            7.718924958067149e-05,
            -7.25667905985447e-05,
            -3.272049254107145e-05,
            -2.1434478570556504e-05,
            9.922054518386715e-06,
            -3.298496130268553e-06
        ],
        "Absolute Coefficient": [
            0.08052530804123251,
            0.07234945150249136,
            0.071232439327294,
            0.06801847338774526,
            0.06035755125362712,
            0.05516563656444766,
            0.042175230064447955,
            0.03990389258330334,
            0.03821857282135422,
            0.03668785139719523,
            0.036487734801758286,
            0.0347897808779065,
            0.03157979754375862,
            0.02998895913185815,
            0.028247534821284694,
            0.024706141311464144,
            0.02421082356997679,
            0.023456294371308372,
            0.02173904181636614,
            0.021566373524497143,
            0.021451158661355472,
            0.02073043484287329,
            0.020580416257908678,
            0.018965821236708227,
            0.017899101189504916,
            0.0177060172767806,
            0.017235943599514466,
            0.016461861356204605,
            0.01638860171304411,
            0.01621765975738853,
            0.01570065595034291,
            0.015273743560553978,
            0.01520314287140597,
            0.014796236260931381,
            0.013924662527390318,
            0.01316302869750345,
            0.01296924297173294,
            0.012828618492094945,
            0.012823505092158616,
            0.011802130505318949,
            0.011690041295466217,
            0.011415981309462999,
            0.011130437082183255,
            0.010180493537095159,
            0.010063077355678256,
            0.010018062788110862,
            0.010003639424306873,
            0.009561911031367009,
            0.008750003180335116,
            0.008424705413578534,
            0.008400636027422902,
            0.00821233022390436,
            0.008169944075290392,
            0.007757112906955598,
            0.0075389343512556484,
            0.007383201357528645,
            0.006457284614800908,
            0.0064530034512974045,
            0.0062201658916491275,
            0.0060361172731360135,
            0.005922405094374189,
            0.005821128700206395,
            0.005766212368445352,
            0.005577200271128721,
            0.005311001073027807,
            0.0053022856727228404,
            0.004667123231365507,
            0.004451646185374146,
            0.004243910874930571,
            0.004128341103240427,
            0.004082527449960835,
            0.004033364489749084,
            0.003872482320935159,
            0.0036465115386897697,
            0.0035659206089957616,
            0.003335204866287518,
            0.003267732161065899,
            0.003242070986227555,
            0.0031793896789913613,
            0.003108441711311638,
            0.002538119861480345,
            0.0025066412625438343,
            0.002387185797017099,
            0.0023776321180251515,
            0.0023538245220938903,
            0.0021511849341555186,
            0.002077104135559083,
            0.0019527986476361447,
            0.0019521747142512173,
            0.001819030199711557,
            0.0017689258139073011,
            0.0017271139721443838,
            0.0017229429269477695,
            0.0016772668640386663,
            0.0015881302424847047,
            0.001559054840376856,
            0.0015126150051626697,
            0.0014016897486026658,
            0.0013599828907528881,
            0.0012737903307268046,
            0.0012164735238548454,
            0.0011369164645895255,
            0.0010183514037221048,
            0.0009380779897395908,
            0.0009093152144875944,
            0.0008024639856650035,
            0.0007981977923118,
            0.0007655865778599717,
            0.000647190727438134,
            0.0006239534603934674,
            0.0005398750543061746,
            0.00051064205815906,
            0.0004814635862491153,
            0.0004596089918555015,
            0.0003535307431159001,
            0.00034796557128384065,
            0.00034015974154736375,
            0.0003337949549106391,
            0.0003241928982931921,
            0.00031589095497824046,
            0.0002951614061500612,
            0.0002869449978787066,
            0.00022447060121905831,
            0.00022339757465967883,
            0.00020718392298472212,
            0.00020063690535283266,
            0.00019304402700602916,
            0.00018556004075872388,
            0.00016897406029789297,
            0.00015984215921517473,
            0.00010203372457385692,
            8.504307174115072e-05,
            8.484315391175071e-05,
            7.805557235906142e-05,
            7.718924958067149e-05,
            7.25667905985447e-05,
            3.272049254107145e-05,
            2.1434478570556504e-05,
            9.922054518386715e-06,
            3.298496130268553e-06
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 57.14285714285713,
            "precision": 69.85714285714286,
            "recall": 76.33333333333333,
            "f1": 66.02164502164501
        },
        "selection": {
            "precision": 0.7461992664198547,
            "recall": 2.0408163265306123,
            "f1": 1.0925272003907645,
            "jaccard": 0.5505077448459315
        }
    }
}