{
    "significant_genes": {
        "Variable": [
            "STK11IP",
            "CD163",
            "IL6",
            "ENTPD1",
            "GMIP",
            "VEGFC",
            "MAGEC1",
            "PSMB10",
            "CCNO",
            "EIF2B4",
            "EZH2",
            "MET",
            "MMP7",
            "CDKN1A",
            "EPCAM",
            "MAGEB2",
            "GUSB",
            "HLA-DQA2",
            "GOT1",
            "GNLY",
            "FANCA",
            "API5",
            "CCL20",
            "ANLN",
            "TNFRSF17",
            "IL11",
            "IER3",
            "CDKN1C",
            "PIK3CA",
            "PVR",
            "TNFRSF11A",
            "CHUK",
            "KRAS",
            "SREBF1",
            "FSTL3",
            "SF3A1",
            "SAMD9",
            "HDAC11",
            "RPS6KB1",
            "MAP3K12",
            "SNAI1",
            "IDO1",
            "INHBA",
            "TNF",
            "CCNA1",
            "COL11A2",
            "MFGE8",
            "REN",
            "APC",
            "P4HA2",
            "TLR5",
            "ARG2",
            "CD79B",
            "HERC6",
            "PDK1",
            "NFKB1",
            "LDHA",
            "BIRC3",
            "MXI1",
            "ALDOC",
            "FCAR",
            "MTOR",
            "CCL8",
            "TSLP",
            "HSD11B1",
            "MAGEA1",
            "IKBKG",
            "IFT70A",
            "BRCA2",
            "TNFRSF10C",
            "TMUB2",
            "CD209",
            "E2F3",
            "SFRP1",
            "FUT4",
            "WNT2",
            "BRD4",
            "IL11RA",
            "CASP1",
            "ICAM3",
            "TNFSF8",
            "BAX",
            "ERBB2",
            "THBD",
            "HIF1A",
            "SLC1A5",
            "HDAC3",
            "G6PD",
            "MRE11",
            "P2RY13",
            "FADD",
            "MAGEA12",
            "MAP3K7"
        ],
        "Coefficient": [
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            -0.1464503682182673,
            -0.1354556957074453,
            -0.12947098019734674,
            0.11560105790568326,
            0.11330262498715644,
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            0.10592751875479768,
            0.0972291941132746,
            0.0964789644350507,
            -0.09547810536553655,
            -0.09464893611024834,
            0.09029364824515933,
            -0.08610333574699179,
            0.08420476411690088,
            -0.08108140554595618,
            0.07665480382242357,
            0.07198191490353176,
            0.0678192362240543,
            0.06647715116973292,
            0.06507957617459265,
            0.06292343125850906,
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            0.06218711450054874,
            -0.05934390464694045,
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            0.05034096613062946,
            0.04877110183206414,
            0.04803788149623263,
            -0.04759013237023368,
            0.04561666552441112,
            0.04311928852269316,
            0.042206770571725526,
            -0.039488023917278424,
            0.036244725623816726,
            -0.03599162156669146,
            0.03577306610542641,
            0.03319475614705214,
            0.03218982794787448,
            0.0316062133821144,
            0.031437134987531985,
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            0.02713244623712171,
            -0.02437844237030676,
            -0.023231168944735835,
            0.021485813934799328,
            0.020067052540438033,
            -0.019914687157926197,
            -0.019722277891170578,
            0.019206546195939533,
            -0.018880703560548287,
            -0.01870484535286447,
            0.018512530425942385,
            0.018191908482032677,
            -0.017557978614165026,
            0.016724581301722486,
            -0.016408528031018617,
            0.01476049062929315,
            -0.014398167828760735,
            0.012865752836806015,
            0.012852703513334634,
            0.012775301003566364,
            -0.012248456704703382,
            0.010422948134586104,
            -0.010105252275890885,
            0.009816647194386125,
            0.009312408065045156,
            0.009201559008415678,
            0.00871858288884559,
            -0.00861422415139896,
            -0.007443375172789133,
            0.007394810215380354,
            0.006839754418014736,
            0.006520878916418465,
            0.006442265600639185,
            -0.0064139941206812845,
            0.005631582085473647,
            -0.0055274772940714706,
            -0.005448610752789327,
            0.005243952280983136,
            0.004435778996877466,
            -0.004294770693109835,
            0.0038042973912100686,
            0.0030333890696636356,
            -0.002285858628867437,
            -0.0015623130571226628,
            0.0013082882082572436,
            0.0012830635794648653,
            -0.0005954067888595141,
            -5.329729180793031e-05
        ],
        "Absolute Coefficient": [
            0.17195229232043657,
            0.1464503682182673,
            0.1354556957074453,
            0.12947098019734674,
            0.11560105790568326,
            0.11330262498715644,
            0.11322041590985636,
            0.10592751875479768,
            0.0972291941132746,
            0.0964789644350507,
            0.09547810536553655,
            0.09464893611024834,
            0.09029364824515933,
            0.08610333574699179,
            0.08420476411690088,
            0.08108140554595618,
            0.07665480382242357,
            0.07198191490353176,
            0.0678192362240543,
            0.06647715116973292,
            0.06507957617459265,
            0.06292343125850906,
            0.06230539528425805,
            0.06218711450054874,
            0.05934390464694045,
            0.0582329514521761,
            0.05345572388424111,
            0.05275295996468547,
            0.05175590946133917,
            0.05034096613062946,
            0.04877110183206414,
            0.04803788149623263,
            0.04759013237023368,
            0.04561666552441112,
            0.04311928852269316,
            0.042206770571725526,
            0.039488023917278424,
            0.036244725623816726,
            0.03599162156669146,
            0.03577306610542641,
            0.03319475614705214,
            0.03218982794787448,
            0.0316062133821144,
            0.031437134987531985,
            0.02867606459515742,
            0.02713244623712171,
            0.02437844237030676,
            0.023231168944735835,
            0.021485813934799328,
            0.020067052540438033,
            0.019914687157926197,
            0.019722277891170578,
            0.019206546195939533,
            0.018880703560548287,
            0.01870484535286447,
            0.018512530425942385,
            0.018191908482032677,
            0.017557978614165026,
            0.016724581301722486,
            0.016408528031018617,
            0.01476049062929315,
            0.014398167828760735,
            0.012865752836806015,
            0.012852703513334634,
            0.012775301003566364,
            0.012248456704703382,
            0.010422948134586104,
            0.010105252275890885,
            0.009816647194386125,
            0.009312408065045156,
            0.009201559008415678,
            0.00871858288884559,
            0.00861422415139896,
            0.007443375172789133,
            0.007394810215380354,
            0.006839754418014736,
            0.006520878916418465,
            0.006442265600639185,
            0.0064139941206812845,
            0.005631582085473647,
            0.0055274772940714706,
            0.005448610752789327,
            0.005243952280983136,
            0.004435778996877466,
            0.004294770693109835,
            0.0038042973912100686,
            0.0030333890696636356,
            0.002285858628867437,
            0.0015623130571226628,
            0.0013082882082572436,
            0.0012830635794648653,
            0.0005954067888595141,
            5.329729180793031e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 61.17647058823529,
            "precision": 27.71428571428571,
            "recall": 31.333333333333332,
            "f1": 27.77777777777778
        },
        "selection": {
            "precision": 19.38149765850442,
            "recall": 12.941176470588236,
            "f1": 15.514294773659415,
            "jaccard": 8.421882643728546
        }
    }
}