{
    "significant_genes": {
        "Variable": [
            "GPR27",
            "RBX1",
            "BAMBI",
            "H2BC8",
            "GNA11",
            "GSS",
            "EFEMP2",
            "RHBDD3",
            "ABCC4",
            "SOX15",
            "IKBKG",
            "HTATIP2",
            "H2BC6",
            "DLEU1",
            "TMSB15B",
            "TSPAN15",
            "HLA-DRB3",
            "ARHGAP6",
            "TGFB2",
            "TMSB4Y",
            "CSTA",
            "CMAHP",
            "EEF1B2",
            "TMSB4X",
            "TAGLN3",
            "CA1",
            "DDX5",
            "ETV7",
            "ACTR2",
            "ARG2",
            "GMPR",
            "ACTN1",
            "HMGB2",
            "VCAM1",
            "NOCT",
            "DSPP",
            "TIMP1",
            "TMOD1",
            "TBX10",
            "SULT2B1",
            "RBMS3",
            "CRYM",
            "ELF3",
            "MYL9",
            "SRP72",
            "PTCRA",
            "NFIB",
            "NRGN",
            "FKBP8",
            "GP9",
            "RPL18A",
            "TP53TG3",
            "PGLYRP4",
            "LMNA",
            "SYNM",
            "PRUNE1",
            "TMEM123",
            "CANX",
            "PCYT1B",
            "GNB5",
            "MLH3",
            "EPOR",
            "SLC12A6",
            "CA2",
            "LGALSL",
            "RPL41",
            "NAT8B",
            "FSTL1",
            "PAGR1",
            "CALML4",
            "PDLIM7",
            "BEX3",
            "GATA1",
            "PTGS1",
            "HAVCR1",
            "INF2",
            "ACTB",
            "CTNS",
            "DR1",
            "CLDN5",
            "ABLIM3",
            "HSD17B3",
            "PDZK1IP1",
            "MGLL",
            "ARL4D",
            "HLA-DRB1",
            "PVALB",
            "RPS16",
            "DBN1",
            "ZC3H13",
            "PDGFC",
            "NEUROD2",
            "HBE1",
            "GUCY1B1",
            "CLIC5",
            "RAB31",
            "UBL4A",
            "HMG20B",
            "FHL2",
            "NENF",
            "HBG1",
            "PIWIL2",
            "FGF1",
            "MEIS1",
            "PTP4A1",
            "RPLP1",
            "RETNLB",
            "ARL3",
            "RPS17",
            "TSC22D1",
            "PRX",
            "PGRMC1",
            "H2AC11",
            "EFHC2",
            "CLEC1B",
            "H2BC11",
            "GPX1",
            "AIMP2",
            "RAB3IL1",
            "CEP104",
            "RPLP0",
            "CYB561",
            "FMO4",
            "HSP90AA2P",
            "MAX",
            "RPS9",
            "LIMS1",
            "ETV1",
            "MFAP3L",
            "VIM",
            "CALM3",
            "TGFB1I1",
            "BCR",
            "INE1",
            "PKIG",
            "GPR12",
            "RAB1A",
            "MMP1",
            "LAPTM4B",
            "AGPAT1",
            "BMP6",
            "WWOX",
            "PLEKHG3",
            "GNG11",
            "FNTB",
            "ANXA1",
            "NOS1",
            "USP25",
            "SEPTIN5",
            "RPL24",
            "ACAA2",
            "CYB5R1",
            "EIF2AK1",
            "TPM1",
            "JUND",
            "RABGAP1L",
            "GLA",
            "GSTM5",
            "EPHB4",
            "HCLS1",
            "RAB13",
            "RREB1",
            "TRB",
            "CTSB",
            "ABCC3",
            "SMOX",
            "RAB27B",
            "CAV2"
        ],
        "Coefficient": [
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            0.09651884818012631,
            -0.0929645396381487,
            -0.0894349668643508,
            0.08044460879885935,
            -0.08029107220002842,
            -0.07516178064701778,
            -0.07364233999517408,
            -0.07292618852724977,
            0.0700493028578977,
            0.06999102546149794,
            0.06659352300972396,
            0.05717106840840732,
            0.05688354448181755,
            -0.05597020544687698,
            0.05491781858324717,
            0.0546141535916707,
            0.053931922520913715,
            -0.05220766721195094,
            0.049209052632514745,
            -0.048613717599842635,
            -0.04640436778352817,
            -0.04582559973207401,
            0.044512514329698404,
            -0.04439118842676941,
            0.04303883983603521,
            0.042924262274056865,
            0.04245837240765041,
            -0.04204461214029156,
            -0.04179969400708111,
            -0.04165675566206021,
            0.0405643524558248,
            -0.03902300182869193,
            -0.038843235432438256,
            -0.037685641061704994,
            0.0376479798633902,
            -0.037632092015186004,
            -0.037290293862124575,
            0.037075449643035024,
            -0.034496579567671985,
            -0.03428368362112372,
            0.03380191469113875,
            0.03362095721046558,
            0.03341963322295117,
            -0.03308720617998716,
            -0.032520412632856675,
            0.032086550887669145,
            0.03184760788187314,
            0.031289370099856585,
            -0.030118961380165482,
            -0.029915203991601896,
            0.029643626499712562,
            -0.02940068133487685,
            -0.027682615183285294,
            -0.02734574853988055,
            0.026694089274473736,
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            0.026434946510770874,
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            -0.02580967181988181,
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            -0.024224312148624968,
            -0.02266072394990672,
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            0.022486662201401466,
            -0.022388789285984964,
            -0.022347370735827005,
            0.02232153295937161,
            0.02200964467059926,
            0.021018104643178787,
            0.020394603724431568,
            -0.020293848050735596,
            -0.02028037561467655,
            -0.020219404885287347,
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            -0.019206220363994535,
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            0.017563006217531013,
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            0.01597040876832773,
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            0.015570761604541974,
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            -0.015112889446894926,
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            -0.014343892909901897,
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            -0.011416948051473369,
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            -0.011005771150221453,
            -0.010645872470521806,
            -0.010313091290870763,
            -0.010255119471766405,
            -0.01018015090043923,
            0.009764451725383348,
            0.009224286287591758,
            -0.008996051793614625,
            0.008694439414585012,
            -0.008012169569170512,
            -0.007980572101435551,
            -0.007818707783793094,
            0.007801407305185502,
            0.007383431673302627,
            0.007183103908144864,
            0.007139225363308194,
            0.0071072643198221925,
            -0.00700453719482252,
            0.006882726790320638,
            0.0068804162739044585,
            0.0066699242001968155,
            -0.006529058838117305,
            -0.006526349089288448,
            0.006340393709253174,
            -0.006190520978154684,
            -0.005846354171270868,
            -0.005662058111213007,
            0.005636627233676231,
            0.005122593775952853,
            0.0050723628541124235,
            0.00484873420944746,
            -0.0045027839145950575,
            0.00438270325984054,
            0.004340972632636166,
            -0.004200543641498738,
            0.003729052919087517,
            0.0035781055866597,
            0.003354457831036924,
            0.0027382203824732067,
            -0.002709617839385013,
            -0.0026843779787076283,
            0.002498753218011109,
            -0.002401013830110681,
            0.002121030916000084,
            0.0021161064937642903,
            -0.0020250714958301263,
            0.0019438349095419086,
            -0.0015144394247148015,
            -0.0014355324640467927,
            0.0012899166517145498,
            0.0012107676010278184,
            -0.001172458744976894,
            -0.0010913294443271342,
            -0.001004220215015276,
            0.0007684363855763636,
            0.0006977094763325932,
            0.0006345388819184962,
            0.0004357756540475312,
            0.0003773213213609723,
            -0.00017818509832500886,
            -0.0001093025173998277,
            0.0001047893866832128,
            -3.354388627707569e-05,
            -1.4664590255009524e-05,
            -9.606027432133971e-06,
            -8.377254360371326e-06
        ],
        "Absolute Coefficient": [
            0.10330490714331074,
            0.09999724279854719,
            0.09651884818012631,
            0.0929645396381487,
            0.0894349668643508,
            0.08044460879885935,
            0.08029107220002842,
            0.07516178064701778,
            0.07364233999517408,
            0.07292618852724977,
            0.0700493028578977,
            0.06999102546149794,
            0.06659352300972396,
            0.05717106840840732,
            0.05688354448181755,
            0.05597020544687698,
            0.05491781858324717,
            0.0546141535916707,
            0.053931922520913715,
            0.05220766721195094,
            0.049209052632514745,
            0.048613717599842635,
            0.04640436778352817,
            0.04582559973207401,
            0.044512514329698404,
            0.04439118842676941,
            0.04303883983603521,
            0.042924262274056865,
            0.04245837240765041,
            0.04204461214029156,
            0.04179969400708111,
            0.04165675566206021,
            0.0405643524558248,
            0.03902300182869193,
            0.038843235432438256,
            0.037685641061704994,
            0.0376479798633902,
            0.037632092015186004,
            0.037290293862124575,
            0.037075449643035024,
            0.034496579567671985,
            0.03428368362112372,
            0.03380191469113875,
            0.03362095721046558,
            0.03341963322295117,
            0.03308720617998716,
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            0.032086550887669145,
            0.03184760788187314,
            0.031289370099856585,
            0.030118961380165482,
            0.029915203991601896,
            0.029643626499712562,
            0.02940068133487685,
            0.027682615183285294,
            0.02734574853988055,
            0.026694089274473736,
            0.026570441959316352,
            0.026434946510770874,
            0.02606305321209553,
            0.02580967181988181,
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            0.011416948051473369,
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            0.004340972632636166,
            0.004200543641498738,
            0.003729052919087517,
            0.0035781055866597,
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        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 80.0,
            "precision": 51.42857142857142,
            "recall": 49.99999999999999,
            "f1": 50.085470085470085
        },
        "selection": {
            "precision": 1.2353317691639696,
            "recall": 45.0,
            "f1": 2.4045247813629578,
            "jaccard": 1.2194271143343636
        }
    }
}