{
    "significant_genes": {
        "Variable": [
            "COL4A1",
            "OTC",
            "HTN3",
            "ZIC2",
            "CIDEC",
            "PRSS58",
            "ESM1",
            "ALG1L1P",
            "C14orf180",
            "CSRNP1",
            "AIM2",
            "ADH4",
            "HOXD11",
            "CFAP46",
            "ZNF114",
            "NRG2",
            "PLA2G2E",
            "IL11",
            "SLC35C1",
            "HOXC9",
            "PRB4",
            "FAM74A3",
            "C4orf50",
            "CHST2",
            "ODF4",
            "GRIN2D",
            "SHOX2",
            "IL17F",
            "HOXA10",
            "GRAP",
            "KRT35",
            "PARP12",
            "DIPK1A",
            "LINC01599",
            "C18orf54",
            "BMF",
            "PLAC1",
            "NUCB2",
            "FAM167B",
            "GARIN4",
            "IL22",
            "FOXD2",
            "GPRIN1",
            "THRSP",
            "CXCL13",
            "ABCG1",
            "CCL11",
            "TIMP4",
            "CDH24",
            "SLC17A3",
            "DNMT3B",
            "MMP9",
            "SLC36A1",
            "FCRL2",
            "EAF2",
            "SMR3B",
            "ABTB1",
            "EME1",
            "DPF1",
            "CNR2",
            "FRMPD2B",
            "E2F7",
            "C17orf67",
            "HOXC6",
            "KRT32",
            "EPB41L4B",
            "POTEE",
            "FERD3L",
            "LINC00314",
            "RHAG",
            "LEPROTL1",
            "SULT1C3",
            "HTR3B",
            "KRTAP13-1",
            "PCDH17",
            "TMEM132A",
            "CIMIP2B",
            "HOXC8",
            "ADAM12",
            "CELSR3",
            "PDE6A",
            "MAP4K2",
            "FRMPD4",
            "RMI2",
            "CA9",
            "FAM43B",
            "LAIR2",
            "CDY1B",
            "SPINK8",
            "DEFB105A",
            "SHROOM3",
            "OR3A3",
            "LPIN1",
            "SLC6A17",
            "BPIFA2",
            "HSD17B13",
            "ZNF707",
            "C8orf44",
            "H2BC12",
            "SEC14L3",
            "SLC28A1",
            "TICAM1",
            "CLIC4",
            "MFAP2",
            "TTR",
            "CRIPTO",
            "ABHD14B",
            "MT1A",
            "SRPX",
            "SNX9",
            "CDC25C"
        ],
        "Coefficient": [
            0.02572309371071404,
            -0.021198512967094997,
            -0.017316587413069216,
            0.01693493643102705,
            -0.016682176938985792,
            -0.015119152897449096,
            0.014522251293677275,
            0.014022261004581702,
            -0.013426607694929073,
            -0.012462258224894425,
            0.011709149582103059,
            -0.011156591392312856,
            0.011145301088789653,
            -0.010366354308482201,
            0.010116173571664161,
            -0.00891254771393214,
            -0.008826253229646417,
            0.008463297600161507,
            -0.008326423260138223,
            0.008092448723445141,
            -0.008063327483721261,
            -0.008032600453331288,
            0.007924288541254633,
            0.007577729620078599,
            -0.0072196225573802454,
            0.007200121296077287,
            0.007188797625949157,
            -0.006728774414833548,
            0.006645497986071335,
            0.006517517961803202,
            -0.006475084305832856,
            0.005275491233439588,
            0.0052282084898199,
            0.005112989121409438,
            0.005066218963348502,
            0.005030426353134021,
            0.004909803838021426,
            -0.004446633965228414,
            0.004412391938171482,
            -0.004370620331516587,
            -0.004368366142024235,
            0.004252507968722335,
            0.00412544765878473,
            -0.004075389180247731,
            0.003929357556600808,
            0.0037124200239723845,
            0.0036842232731909706,
            -0.0036020409104486188,
            0.0035057699518940234,
            0.0033995260077499304,
            0.003360698659391679,
            0.003232851822021365,
            0.0032136634486408097,
            0.0031116883709299964,
            0.002994366929402421,
            -0.002964694330180482,
            0.002783025083465763,
            0.0027595758539652143,
            0.002726852934403592,
            0.0026522967130311065,
            -0.0026128298252353454,
            0.0024615745966825105,
            0.0024121839710841155,
            0.0022063847175716913,
            -0.002099024615678151,
            0.0019472559842941117,
            -0.0018257117812197619,
            -0.001777243666870205,
            -0.0017752406022955001,
            -0.0016278899394996914,
            0.0015712945359438802,
            -0.0015324893014451828,
            -0.0014726197593107468,
            -0.0013627059783801307,
            0.0013356256097492736,
            0.0013131888853131026,
            -0.001290557295894512,
            0.001191469799951502,
            0.0011765403805704894,
            0.0011685774478438567,
            -0.0010935333849823878,
            0.0010708342418204882,
            -0.0010464265524816174,
            0.0010429741714011378,
            0.0010306210279101115,
            -0.0010111268738548346,
            0.0009781193028903816,
            0.0009757801539444568,
            -0.0009604618438034927,
            0.0009571929201069558,
            -0.0009337874560985104,
            0.0009309260687580386,
            -0.0009290829734178585,
            -0.0007646217680293601,
            -0.0007434243985235477,
            -0.0006884338858516123,
            0.0006359450886751318,
            0.0005837795424467299,
            0.0005438724382361463,
            -0.0005138174022835767,
            -0.0004904071731766651,
            -0.00048224822386853337,
            0.00034895501099593184,
            0.0003358311207888179,
            -0.00025941678887535507,
            0.0001331112238687047,
            -8.940226877290646e-05,
            -8.30046432410005e-05,
            -4.0324652760346856e-05,
            -2.0954018812552817e-05,
            9.376637921025082e-06
        ],
        "Absolute Coefficient": [
            0.02572309371071404,
            0.021198512967094997,
            0.017316587413069216,
            0.01693493643102705,
            0.016682176938985792,
            0.015119152897449096,
            0.014522251293677275,
            0.014022261004581702,
            0.013426607694929073,
            0.012462258224894425,
            0.011709149582103059,
            0.011156591392312856,
            0.011145301088789653,
            0.010366354308482201,
            0.010116173571664161,
            0.00891254771393214,
            0.008826253229646417,
            0.008463297600161507,
            0.008326423260138223,
            0.008092448723445141,
            0.008063327483721261,
            0.008032600453331288,
            0.007924288541254633,
            0.007577729620078599,
            0.0072196225573802454,
            0.007200121296077287,
            0.007188797625949157,
            0.006728774414833548,
            0.006645497986071335,
            0.006517517961803202,
            0.006475084305832856,
            0.005275491233439588,
            0.0052282084898199,
            0.005112989121409438,
            0.005066218963348502,
            0.005030426353134021,
            0.004909803838021426,
            0.004446633965228414,
            0.004412391938171482,
            0.004370620331516587,
            0.004368366142024235,
            0.004252507968722335,
            0.00412544765878473,
            0.004075389180247731,
            0.003929357556600808,
            0.0037124200239723845,
            0.0036842232731909706,
            0.0036020409104486188,
            0.0035057699518940234,
            0.0033995260077499304,
            0.003360698659391679,
            0.003232851822021365,
            0.0032136634486408097,
            0.0031116883709299964,
            0.002994366929402421,
            0.002964694330180482,
            0.002783025083465763,
            0.0027595758539652143,
            0.002726852934403592,
            0.0026522967130311065,
            0.0026128298252353454,
            0.0024615745966825105,
            0.0024121839710841155,
            0.0022063847175716913,
            0.002099024615678151,
            0.0019472559842941117,
            0.0018257117812197619,
            0.001777243666870205,
            0.0017752406022955001,
            0.0016278899394996914,
            0.0015712945359438802,
            0.0015324893014451828,
            0.0014726197593107468,
            0.0013627059783801307,
            0.0013356256097492736,
            0.0013131888853131026,
            0.001290557295894512,
            0.001191469799951502,
            0.0011765403805704894,
            0.0011685774478438567,
            0.0010935333849823878,
            0.0010708342418204882,
            0.0010464265524816174,
            0.0010429741714011378,
            0.0010306210279101115,
            0.0010111268738548346,
            0.0009781193028903816,
            0.0009757801539444568,
            0.0009604618438034927,
            0.0009571929201069558,
            0.0009337874560985104,
            0.0009309260687580386,
            0.0009290829734178585,
            0.0007646217680293601,
            0.0007434243985235477,
            0.0006884338858516123,
            0.0006359450886751318,
            0.0005837795424467299,
            0.0005438724382361463,
            0.0005138174022835767,
            0.0004904071731766651,
            0.00048224822386853337,
            0.00034895501099593184,
            0.0003358311207888179,
            0.00025941678887535507,
            0.0001331112238687047,
            8.940226877290646e-05,
            8.30046432410005e-05,
            4.0324652760346856e-05,
            2.0954018812552817e-05,
            9.376637921025082e-06
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 99.46902654867259,
            "precision": 99.6133009527368,
            "recall": 99.80952380952381,
            "f1": 99.71001700267568
        },
        "selection": {
            "precision": 1.1010043710261974,
            "recall": 2.3076923076923075,
            "f1": 1.4902452047429613,
            "jaccard": 0.7513942054845107
        }
    }
}