{
    "significant_genes": {
        "Variable": [
            "COL4A1",
            "HTN3",
            "OTC",
            "ZIC2",
            "ESM1",
            "CIDEC",
            "PRSS58",
            "ALG1L1P",
            "CSRNP1",
            "C14orf180",
            "ADH4",
            "HOXD11",
            "ZNF114",
            "AIM2",
            "HOXC9",
            "FAM74A3",
            "CHST2",
            "CFAP46",
            "PRB4",
            "PLA2G2E",
            "SLC35C1",
            "NUCB2",
            "NRG2",
            "THRSP",
            "IL17F",
            "IL11",
            "HOXA10",
            "C4orf50",
            "ODF4",
            "SHOX2",
            "BMF",
            "MMP9",
            "DIPK1A",
            "FOXD2",
            "KRT35",
            "GRIN2D",
            "IL22",
            "E2F7",
            "PARP12",
            "PLAC1",
            "LINC01599",
            "CDH24",
            "TIMP4",
            "CXCL13",
            "CNR2",
            "FAM167B",
            "CCL11",
            "MAP4K2",
            "ABCG1",
            "GRAP",
            "DNMT3B",
            "LINC00314",
            "POTEE",
            "GARIN4",
            "FRMPD2B",
            "FERD3L",
            "KRT32",
            "HOXC8",
            "GPRIN1",
            "EAF2",
            "KRTAP13-1",
            "TMEM132A",
            "C18orf54",
            "HSD17B13",
            "FAM43B",
            "RHAG",
            "CELSR3",
            "SNX9",
            "C17orf67",
            "RMI2",
            "CIMIP2B",
            "SPINK8",
            "SLC36A1",
            "SLC17A3",
            "SEC14L3",
            "GTSF1L",
            "EME1",
            "ADAM12",
            "SHROOM3",
            "GPR101",
            "TSPAN10",
            "TSBP1",
            "CLIC4",
            "CRIPTO",
            "CDY1B",
            "MFAP2",
            "LEPROTL1",
            "DLEU1",
            "NETO2",
            "HOXC6",
            "LPIN1",
            "SRPX",
            "HTR3B",
            "DPF1",
            "THSD4",
            "H2AC11",
            "PRSS37",
            "TREH",
            "CDC25C",
            "KCNQ1OT1",
            "TTR",
            "SLC2A7",
            "ABTB1",
            "DEFB105A",
            "ZNF707",
            "CA9",
            "PDE6A",
            "SLC6A17",
            "CELA2B",
            "MT1A",
            "SI",
            "SLC28A1",
            "BPIFA2",
            "FCRL2"
        ],
        "Coefficient": [
            0.022787855271865744,
            -0.02085282023233693,
            -0.020584235525323166,
            0.016853520738443928,
            0.01619876902424271,
            -0.015753121762517322,
            -0.014590690542371264,
            0.014049830719192363,
            -0.013515673872410481,
            -0.012069879723160372,
            -0.011958236850823827,
            0.010655222248078858,
            0.010474313201684985,
            0.010445985421908817,
            0.010338967310852733,
            -0.0102273033415335,
            0.009385545449024313,
            -0.00926518236608788,
            -0.00856639179265062,
            -0.008477833494955444,
            -0.008251123305051082,
            -0.007882329754886555,
            -0.007519368070537967,
            -0.0075033578923661744,
            -0.007466252207133598,
            0.007301093468251195,
            0.006355847156926759,
            0.006048537764321569,
            -0.005982753624528256,
            0.005884760534286388,
            0.005858351123139902,
            0.005802494683108968,
            0.005739636424108538,
            0.005527545379197621,
            -0.0053332622841705014,
            0.005213412609105533,
            -0.005006167259275651,
            0.004946675882464401,
            0.004894677633051072,
            0.004470687650861962,
            0.004386612878659644,
            0.004198910738308971,
            -0.004182496690185707,
            0.00409340841629641,
            0.0040636743615476145,
            0.004041598593465475,
            0.00395713318703624,
            0.003932555492707488,
            0.003641523466624072,
            0.0036045611515413936,
            0.0030513502285656057,
            -0.002756895550946445,
            -0.0027466478553730207,
            -0.002724239638565043,
            -0.0026538810270124425,
            -0.002574949073223043,
            -0.0025241771808806493,
            0.0024611207568366734,
            0.002455980891285831,
            0.0023191708586834487,
            -0.0022558893262062596,
            0.002251136447117726,
            0.0021614228491272443,
            -0.0020878798298191994,
            -0.002059682835234605,
            -0.002034615054630716,
            0.0020331467927557426,
            -0.0020198303478039885,
            0.0019894324033742448,
            0.001886534211719988,
            -0.0017557052464341144,
            -0.0016674062213974084,
            0.0014543159406276258,
            0.001341763286168834,
            -0.0013289573779311714,
            0.0013135033218197173,
            0.0012828924259177946,
            0.00113626184425703,
            -0.0010895491934069341,
            -0.001041340874294333,
            0.0009558350167146071,
            0.0008357430408936999,
            0.0008237562836301686,
            0.0008039963944527267,
            0.0007648919082009758,
            0.0006935343250817144,
            0.0006591409112793333,
            -0.0006583159739358834,
            0.0006206668248453848,
            0.0006192128514022319,
            -0.0005951270946083728,
            -0.000585292015179779,
            -0.0005816793367502084,
            0.0005603960022862763,
            -0.0005551452263428439,
            0.0005496364019821375,
            0.0005374267194385517,
            -0.0005318557852228366,
            0.0004960221064046647,
            0.0004743738669380466,
            -0.00043031515546719653,
            0.00042661234318473604,
            0.000413562278212055,
            0.00038464915872770793,
            0.00034550167878833463,
            0.00024199067785218162,
            -0.00020810826367813478,
            -0.0001708466463621155,
            0.0001544125216141756,
            -0.00014307681198340704,
            0.00014230008072588183,
            -0.0001401098391899797,
            -0.00012033417371855163,
            1.6203709761546428e-05
        ],
        "Absolute Coefficient": [
            0.022787855271865744,
            0.02085282023233693,
            0.020584235525323166,
            0.016853520738443928,
            0.01619876902424271,
            0.015753121762517322,
            0.014590690542371264,
            0.014049830719192363,
            0.013515673872410481,
            0.012069879723160372,
            0.011958236850823827,
            0.010655222248078858,
            0.010474313201684985,
            0.010445985421908817,
            0.010338967310852733,
            0.0102273033415335,
            0.009385545449024313,
            0.00926518236608788,
            0.00856639179265062,
            0.008477833494955444,
            0.008251123305051082,
            0.007882329754886555,
            0.007519368070537967,
            0.0075033578923661744,
            0.007466252207133598,
            0.007301093468251195,
            0.006355847156926759,
            0.006048537764321569,
            0.005982753624528256,
            0.005884760534286388,
            0.005858351123139902,
            0.005802494683108968,
            0.005739636424108538,
            0.005527545379197621,
            0.0053332622841705014,
            0.005213412609105533,
            0.005006167259275651,
            0.004946675882464401,
            0.004894677633051072,
            0.004470687650861962,
            0.004386612878659644,
            0.004198910738308971,
            0.004182496690185707,
            0.00409340841629641,
            0.0040636743615476145,
            0.004041598593465475,
            0.00395713318703624,
            0.003932555492707488,
            0.003641523466624072,
            0.0036045611515413936,
            0.0030513502285656057,
            0.002756895550946445,
            0.0027466478553730207,
            0.002724239638565043,
            0.0026538810270124425,
            0.002574949073223043,
            0.0025241771808806493,
            0.0024611207568366734,
            0.002455980891285831,
            0.0023191708586834487,
            0.0022558893262062596,
            0.002251136447117726,
            0.0021614228491272443,
            0.0020878798298191994,
            0.002059682835234605,
            0.002034615054630716,
            0.0020331467927557426,
            0.0020198303478039885,
            0.0019894324033742448,
            0.001886534211719988,
            0.0017557052464341144,
            0.0016674062213974084,
            0.0014543159406276258,
            0.001341763286168834,
            0.0013289573779311714,
            0.0013135033218197173,
            0.0012828924259177946,
            0.00113626184425703,
            0.0010895491934069341,
            0.001041340874294333,
            0.0009558350167146071,
            0.0008357430408936999,
            0.0008237562836301686,
            0.0008039963944527267,
            0.0007648919082009758,
            0.0006935343250817144,
            0.0006591409112793333,
            0.0006583159739358834,
            0.0006206668248453848,
            0.0006192128514022319,
            0.0005951270946083728,
            0.000585292015179779,
            0.0005816793367502084,
            0.0005603960022862763,
            0.0005551452263428439,
            0.0005496364019821375,
            0.0005374267194385517,
            0.0005318557852228366,
            0.0004960221064046647,
            0.0004743738669380466,
            0.00043031515546719653,
            0.00042661234318473604,
            0.000413562278212055,
            0.00038464915872770793,
            0.00034550167878833463,
            0.00024199067785218162,
            0.00020810826367813478,
            0.0001708466463621155,
            0.0001544125216141756,
            0.00014307681198340704,
            0.00014230008072588183,
            0.0001401098391899797,
            0.00012033417371855163,
            1.6203709761546428e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 99.46902654867259,
            "precision": 99.6133009527368,
            "recall": 99.80952380952381,
            "f1": 99.71001700267568
        },
        "selection": {
            "precision": 0.9158807549337636,
            "recall": 1.923076923076923,
            "f1": 1.2393255498744373,
            "jaccard": 0.6252341669578332
        }
    }
}