{
    "significant_genes": {
        "Variable": [
            "STK11IP",
            "ENTPD1",
            "IL6",
            "CD163",
            "PSMB10",
            "GMIP",
            "EIF2B4",
            "CCNO",
            "VEGFC",
            "EZH2",
            "MAGEC1",
            "CDKN1A",
            "EPCAM",
            "MET",
            "PIK3CA",
            "MAGEB2",
            "MMP7",
            "GOT1",
            "API5",
            "PVR",
            "CCL20",
            "GUSB",
            "KRAS",
            "FANCA",
            "IER3",
            "SF3A1",
            "CDKN1C",
            "HLA-DQA2",
            "TSLP",
            "GNLY",
            "MFGE8",
            "FSTL3",
            "PDK1",
            "SNAI1",
            "TNF",
            "TNFRSF11A",
            "IL11",
            "ANLN",
            "INHBA",
            "CHUK",
            "P4HA2",
            "HDAC11",
            "HSD11B1",
            "TLR5",
            "BIRC3",
            "SREBF1",
            "HERC6",
            "COL11A2",
            "RPS6KB1",
            "APC",
            "CCNA1",
            "TMUB2",
            "MAGEA12",
            "MAGEA1",
            "TNFRSF17",
            "IDO1",
            "FCAR",
            "NFKB1",
            "MAP3K12",
            "REN",
            "TNFRSF10C",
            "IFT70A",
            "BAX",
            "WNT2",
            "MTOR",
            "IKBKG",
            "POLR2A",
            "EGR1",
            "COL11A1",
            "SAMD9",
            "FAP",
            "BRD4",
            "LDHA",
            "ICAM3",
            "CSF1",
            "ARG2",
            "HIF1A",
            "CD209",
            "ALDOC",
            "BBC3",
            "SFRP1",
            "IL11RA",
            "UBB",
            "FADD",
            "CDH2",
            "MAP3K7",
            "THBD",
            "TCF3",
            "TFRC",
            "TNFSF18",
            "E2F3",
            "EXO1",
            "MMP9",
            "BRCA2",
            "SBNO2",
            "MELK",
            "MRE11",
            "LY96",
            "TDO2",
            "MGMT",
            "FPR1"
        ],
        "Coefficient": [
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            -0.14431215219315224,
            -0.14334498663642486,
            -0.13561652860628917,
            0.11503230016972876,
            0.1115663338078496,
            0.09895201870414322,
            0.08971007896187379,
            0.08881090789202091,
            -0.08873946800009774,
            -0.0851582248362015,
            -0.0764195504773394,
            0.07317262039450458,
            -0.072096113905922,
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            0.048973221289920675,
            0.04838345257778419,
            -0.04674438138624424,
            0.04672530169304708,
            -0.046401695412222055,
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            0.04250732376381707,
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            0.04011483062191559,
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            0.037258570336907985,
            -0.03444135973055833,
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            -0.02775517200606769,
            0.026830273685822394,
            -0.026732983014271457,
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            -0.024521022393618856,
            -0.024068970787444594,
            0.02352851399951039,
            0.022050124888744915,
            0.02133918871916947,
            0.021259232958205188,
            -0.021169774288448663,
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            -0.018821139484429796,
            -0.018279055618616157,
            0.017511446758093508,
            -0.017102470822116956,
            0.01706233003714422,
            0.015929605363664442,
            0.015288018487140799,
            0.014051424101105233,
            -0.013106357094818385,
            -0.010530393459403587,
            0.009423107667321785,
            0.009247605661896611,
            0.00891292891226824,
            0.008849378045429918,
            -0.007977266817914571,
            -0.006870244154324267,
            0.00661445356194726,
            -0.0041837755579075,
            -0.003981765059471952,
            -0.003948778827069372,
            0.0037101850385876365,
            0.0032047084380150454,
            0.002829657587085584,
            0.0024647965227510265,
            -0.0021463653377757456,
            0.0020657817578548657,
            0.0018710572769307938,
            -0.0017729401444960453,
            -0.0015378792771252611,
            -0.0011166083766655304,
            0.0009834656020843474,
            0.0009418126803063116,
            0.000829658935888079,
            0.0007025525626953957,
            0.0006714688799452781,
            -0.0005988549381070162,
            -0.0004240425464846923,
            0.00021875492487352557,
            4.427171321125599e-05,
            1.0849259641840438e-05
        ],
        "Absolute Coefficient": [
            0.18603687412174727,
            0.14431215219315224,
            0.14334498663642486,
            0.13561652860628917,
            0.11503230016972876,
            0.1115663338078496,
            0.09895201870414322,
            0.08971007896187379,
            0.08881090789202091,
            0.08873946800009774,
            0.0851582248362015,
            0.0764195504773394,
            0.07317262039450458,
            0.072096113905922,
            0.07077422575959717,
            0.06953316181066406,
            0.06934770985624719,
            0.06681707863563055,
            0.06425619452621212,
            0.06162562755680602,
            0.05982382716687378,
            0.05682159722120402,
            0.055970773690741715,
            0.053979987355380794,
            0.05267275187261544,
            0.05219066662437315,
            0.050532134356448134,
            0.04999462124340049,
            0.048973221289920675,
            0.04838345257778419,
            0.04674438138624424,
            0.04672530169304708,
            0.046401695412222055,
            0.04592093625224841,
            0.04250732376381707,
            0.04021475663675005,
            0.04011483062191559,
            0.03969920490336815,
            0.03938203371847494,
            0.03794972167780975,
            0.037714325234957546,
            0.03765418433093273,
            0.037258570336907985,
            0.03444135973055833,
            0.03312839559463215,
            0.02893561419466362,
            0.02886554050761246,
            0.028149707485555082,
            0.02775517200606769,
            0.026830273685822394,
            0.026732983014271457,
            0.025933148803936667,
            0.024586604878078178,
            0.024521022393618856,
            0.024068970787444594,
            0.02352851399951039,
            0.022050124888744915,
            0.02133918871916947,
            0.021259232958205188,
            0.021169774288448663,
            0.020786748659872453,
            0.018821139484429796,
            0.018279055618616157,
            0.017511446758093508,
            0.017102470822116956,
            0.01706233003714422,
            0.015929605363664442,
            0.015288018487140799,
            0.014051424101105233,
            0.013106357094818385,
            0.010530393459403587,
            0.009423107667321785,
            0.009247605661896611,
            0.00891292891226824,
            0.008849378045429918,
            0.007977266817914571,
            0.006870244154324267,
            0.00661445356194726,
            0.0041837755579075,
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            0.0024647965227510265,
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            0.0020657817578548657,
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            0.0015378792771252611,
            0.0011166083766655304,
            0.0009834656020843474,
            0.0009418126803063116,
            0.000829658935888079,
            0.0007025525626953957,
            0.0006714688799452781,
            0.0005988549381070162,
            0.0004240425464846923,
            0.00021875492487352557,
            4.427171321125599e-05,
            1.0849259641840438e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 62.35294117647059,
            "precision": 31.5,
            "recall": 37.83333333333333,
            "f1": 32.9059829059829
        },
        "selection": {
            "precision": 20.222508541975884,
            "recall": 13.445378151260504,
            "f1": 16.14366910682431,
            "jaccard": 8.781443061122307
        }
    }
}