{
    "significant_genes": {
        "Variable": [
            "HLA-E",
            "B2M",
            "TIMP2",
            "BLM",
            "LRRIQ1",
            "AMDHD2",
            "ARHGEF3",
            "EXOSC7",
            "ARID3A",
            "AIM2",
            "BTN3A1",
            "SLC9A5",
            "SATL1",
            "MEPE",
            "TAGLN3",
            "CADPS",
            "ATAD2",
            "C5orf15",
            "RPL22L1",
            "BCS1L",
            "GSDME",
            "GALNT6",
            "PCCB",
            "ZNF843",
            "TSPAN5",
            "OSBP2",
            "ACY3",
            "ASNS",
            "TLL2",
            "ADAM8",
            "BBS12",
            "TRIM40",
            "CAPSL",
            "BIRC3",
            "ANXA2R",
            "LINC00235",
            "FBXO2",
            "LCE1D",
            "TTYH3",
            "RBM24",
            "FCRL5",
            "APCS",
            "TH",
            "C3orf70",
            "TEX44",
            "NBPF11",
            "PLEKHS1",
            "CTSE",
            "OPN4",
            "OR5D13",
            "TTC13",
            "APOL3",
            "TGDS",
            "CFAP300",
            "HCLS1",
            "RHO",
            "C11orf40",
            "CAPNS2",
            "LEMD1",
            "BMP1",
            "MIR493",
            "BCAS4",
            "CD96",
            "GUCY2GP",
            "INA",
            "ZNF132",
            "FRMD1",
            "PNMA8A",
            "INTS10"
        ],
        "Coefficient": [
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            0.05502479960400927,
            -0.0531357149644752,
            0.048163242083506495,
            -0.038745393365883556,
            -0.03698872826710073,
            0.031125441706872342,
            0.02925865578158531,
            -0.029157111245659048,
            0.0288103985288425,
            0.02788765534701115,
            -0.025959844990764303,
            0.025747604172411204,
            0.021462328610251408,
            0.020598579508013564,
            0.019788052495263584,
            0.018087400253893143,
            0.016189815399418776,
            -0.016159615883583774,
            0.015070685199599013,
            -0.014302244742639554,
            -0.013006100777562946,
            0.012739110419423121,
            -0.011573041781378234,
            0.011015487851442607,
            -0.009973548672188899,
            0.009826076147882001,
            0.008235543451359285,
            0.007469037343407322,
            0.007096832266353496,
            -0.006906220227524005,
            0.006555699693570563,
            -0.006230530578710661,
            0.0062233426388403155,
            0.006158200726377461,
            -0.0060320591751356,
            -0.005228209828495524,
            0.005091682424924703,
            -0.004572723263058873,
            -0.0040094258116342785,
            0.003967963127577479,
            0.003296525388325703,
            0.003172460845904856,
            -0.002302036958914172,
            -0.002229848649526699,
            0.002132986186087454,
            0.0021101695046000716,
            -0.0018810807415300457,
            0.0016686382834741607,
            0.0013696692478290789,
            0.0013542048488901649,
            0.001284147656734654,
            -0.0010759545948975354,
            -0.0009741504180102413,
            0.0007663503983944919,
            0.000564248050464257,
            -0.0005573728642299201,
            -0.0005397322080664251,
            -0.00043671305541159825,
            -0.00039081652576534315,
            0.0003584905602200276,
            0.00024305544762890413,
            0.0002337539387567551,
            -0.00019014862335336495,
            0.00018574017684375456,
            -7.554143049075533e-05,
            -1.5241421177119406e-05,
            -6.304894727201561e-06,
            1.1050899614614001e-06
        ],
        "Absolute Coefficient": [
            0.06939961797004912,
            0.05502479960400927,
            0.0531357149644752,
            0.048163242083506495,
            0.038745393365883556,
            0.03698872826710073,
            0.031125441706872342,
            0.02925865578158531,
            0.029157111245659048,
            0.0288103985288425,
            0.02788765534701115,
            0.025959844990764303,
            0.025747604172411204,
            0.021462328610251408,
            0.020598579508013564,
            0.019788052495263584,
            0.018087400253893143,
            0.016189815399418776,
            0.016159615883583774,
            0.015070685199599013,
            0.014302244742639554,
            0.013006100777562946,
            0.012739110419423121,
            0.011573041781378234,
            0.011015487851442607,
            0.009973548672188899,
            0.009826076147882001,
            0.008235543451359285,
            0.007469037343407322,
            0.007096832266353496,
            0.006906220227524005,
            0.006555699693570563,
            0.006230530578710661,
            0.0062233426388403155,
            0.006158200726377461,
            0.0060320591751356,
            0.005228209828495524,
            0.005091682424924703,
            0.004572723263058873,
            0.0040094258116342785,
            0.003967963127577479,
            0.003296525388325703,
            0.003172460845904856,
            0.002302036958914172,
            0.002229848649526699,
            0.002132986186087454,
            0.0021101695046000716,
            0.0018810807415300457,
            0.0016686382834741607,
            0.0013696692478290789,
            0.0013542048488901649,
            0.001284147656734654,
            0.0010759545948975354,
            0.0009741504180102413,
            0.0007663503983944919,
            0.000564248050464257,
            0.0005573728642299201,
            0.0005397322080664251,
            0.00043671305541159825,
            0.00039081652576534315,
            0.0003584905602200276,
            0.00024305544762890413,
            0.0002337539387567551,
            0.00019014862335336495,
            0.00018574017684375456,
            7.554143049075533e-05,
            1.5241421177119406e-05,
            6.304894727201561e-06,
            1.1050899614614001e-06
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 95.55555555555557,
            "precision": 93.33333333333333,
            "recall": 97.14285714285714,
            "f1": 94.46153846153847
        },
        "selection": {
            "precision": 1.233294930875576,
            "recall": 1.0389610389610389,
            "f1": 1.1272545142348995,
            "jaccard": 0.569683621774409
        }
    }
}