{
    "significant_genes": {
        "Variable": [
            "OTC",
            "COL4A1",
            "HTN3",
            "ZIC2",
            "ESM1",
            "CIDEC",
            "PRSS58",
            "ALG1L1P",
            "CSRNP1",
            "ADH4",
            "HOXD11",
            "C14orf180",
            "ZNF114",
            "AIM2",
            "CFAP46",
            "HOXC9",
            "FAM74A3",
            "PLA2G2E",
            "CHST2",
            "NUCB2",
            "IL17F",
            "IL11",
            "PRB4",
            "THRSP",
            "NRG2",
            "SHOX2",
            "HOXA10",
            "SLC35C1",
            "ODF4",
            "C4orf50",
            "CXCL13",
            "IL22",
            "GRIN2D",
            "FOXD2",
            "DIPK1A",
            "GPRIN1",
            "LINC01599",
            "BMF",
            "GRAP",
            "CDH24",
            "KRT35",
            "PLAC1",
            "MMP9",
            "DNMT3B",
            "TIMP4",
            "FAM167B",
            "ABCG1",
            "C18orf54",
            "KRTAP13-1",
            "ADAM12",
            "E2F7",
            "GARIN4",
            "TMEM132A",
            "CCL11",
            "CNR2",
            "MAP4K2",
            "SEC14L3",
            "POTEE",
            "FRMPD2B",
            "KRT32",
            "EME1",
            "LINC00314",
            "ABTB1",
            "HOXC6",
            "C17orf67",
            "PCDH17",
            "FAM43B",
            "RMI2",
            "PARP12",
            "FERD3L",
            "RHAG",
            "SPINK8",
            "EAF2",
            "SNX9",
            "CELSR3",
            "SLC6A17",
            "CIMIP2B",
            "SHROOM3",
            "SLC36A1",
            "HOXC8",
            "HTR3B",
            "SULT1C3",
            "SLC28A1",
            "SLC17A3",
            "DPF1",
            "SMR3B",
            "H2AC11",
            "MT1A",
            "OR3A3",
            "LAIR2",
            "LEPROTL1",
            "GTSF1L",
            "PDE6A",
            "LIPI",
            "FCRL2",
            "PRSS37",
            "MC5R",
            "DEFB105A",
            "CDY1B",
            "SRPX",
            "TTR",
            "LPIN1",
            "GPR101",
            "HSD17B13",
            "ZNF707",
            "SI",
            "KCNQ1OT1",
            "KRTAP11-1",
            "RIIAD1",
            "CA9",
            "THSD4",
            "FOXD4L4",
            "BPIFA2"
        ],
        "Coefficient": [
            -0.02031533332236031,
            0.01973785430159066,
            -0.01929897886470371,
            0.017470605512875183,
            0.016269732639445755,
            -0.015023216461283974,
            -0.014824042833645858,
            0.01466291403197384,
            -0.01361891104382554,
            -0.012922491249806291,
            0.011735478753483018,
            -0.01123272687086752,
            0.010689545576405807,
            0.010513433400073711,
            -0.009821579416702,
            0.009485970473372686,
            -0.008850322665167804,
            -0.008415838016890683,
            0.008323376193960756,
            -0.008190173898153815,
            -0.008058032576957261,
            0.007918515307232827,
            -0.007885308481404833,
            -0.007622096698815034,
            -0.007188487227068502,
            0.006904055111962357,
            0.006742820364887548,
            -0.0066526615607528546,
            -0.006583267517027403,
            0.0062301905459405706,
            0.0056285118025025055,
            -0.00524839748444765,
            0.005043283123657877,
            0.005036182205660269,
            0.0049947811524724385,
            0.004957924524869729,
            0.004946843020034592,
            0.004876888293830681,
            0.004843644573670853,
            0.004413568294742953,
            -0.004256465175587759,
            0.004211202576011677,
            0.004148534855882022,
            0.004130074393037682,
            -0.004066874693642023,
            0.003954167716794134,
            0.003666264097404166,
            0.003590374733421017,
            -0.003205529062658316,
            0.0031924290555195053,
            0.003166634277756451,
            -0.0030392276972973425,
            0.0030111878656154637,
            0.0028556806401988212,
            0.002795314921944331,
            0.0027628230824673443,
            -0.002755806868695272,
            -0.002676446924688005,
            -0.0024783212282467157,
            -0.0024729547584001737,
            0.0023706835116680813,
            -0.0023396145457806245,
            0.0023347166053443,
            0.002332700688674954,
            0.0023296019680090624,
            0.0022912209261612333,
            -0.0022758516362614174,
            0.0022297217674059643,
            0.002051665552732326,
            -0.002000690009555834,
            -0.0017357752001088895,
            -0.001687882767304352,
            0.0016628982338591216,
            -0.0016563205692532268,
            0.0016137498713806842,
            -0.0015621261511380381,
            -0.001501685678934434,
            -0.0014569445800321642,
            0.001389748336319848,
            0.0012101501659441325,
            -0.0011626898995316837,
            -0.0011495706753535157,
            -0.0011343262174117372,
            0.0011006422835068237,
            0.001096393306086583,
            -0.0009967170829258748,
            0.0009877165130215036,
            -0.0008126260159930615,
            0.0007759652062477815,
            0.0007457727452310165,
            0.0006743486828147838,
            0.0006725479595490919,
            -0.000631857823372921,
            -0.0006284497597994765,
            0.0005204214374553018,
            0.0005177728626631282,
            -0.0005133085684450277,
            0.00039272204432435606,
            0.00039152823208870105,
            -0.0003873632065024271,
            -0.0003160896541079674,
            -0.0002863086414165129,
            -0.0002813251591155842,
            -0.0002437351470171932,
            0.00024202080155759478,
            0.0002093077573388181,
            0.00020755563298119795,
            -0.00017509102538568533,
            -0.00016817599375521837,
            8.91836886611967e-05,
            -3.8799325793588856e-05,
            3.590590546100593e-05,
            -4.4506732570299974e-07
        ],
        "Absolute Coefficient": [
            0.02031533332236031,
            0.01973785430159066,
            0.01929897886470371,
            0.017470605512875183,
            0.016269732639445755,
            0.015023216461283974,
            0.014824042833645858,
            0.01466291403197384,
            0.01361891104382554,
            0.012922491249806291,
            0.011735478753483018,
            0.01123272687086752,
            0.010689545576405807,
            0.010513433400073711,
            0.009821579416702,
            0.009485970473372686,
            0.008850322665167804,
            0.008415838016890683,
            0.008323376193960756,
            0.008190173898153815,
            0.008058032576957261,
            0.007918515307232827,
            0.007885308481404833,
            0.007622096698815034,
            0.007188487227068502,
            0.006904055111962357,
            0.006742820364887548,
            0.0066526615607528546,
            0.006583267517027403,
            0.0062301905459405706,
            0.0056285118025025055,
            0.00524839748444765,
            0.005043283123657877,
            0.005036182205660269,
            0.0049947811524724385,
            0.004957924524869729,
            0.004946843020034592,
            0.004876888293830681,
            0.004843644573670853,
            0.004413568294742953,
            0.004256465175587759,
            0.004211202576011677,
            0.004148534855882022,
            0.004130074393037682,
            0.004066874693642023,
            0.003954167716794134,
            0.003666264097404166,
            0.003590374733421017,
            0.003205529062658316,
            0.0031924290555195053,
            0.003166634277756451,
            0.0030392276972973425,
            0.0030111878656154637,
            0.0028556806401988212,
            0.002795314921944331,
            0.0027628230824673443,
            0.002755806868695272,
            0.002676446924688005,
            0.0024783212282467157,
            0.0024729547584001737,
            0.0023706835116680813,
            0.0023396145457806245,
            0.0023347166053443,
            0.002332700688674954,
            0.0023296019680090624,
            0.0022912209261612333,
            0.0022758516362614174,
            0.0022297217674059643,
            0.002051665552732326,
            0.002000690009555834,
            0.0017357752001088895,
            0.001687882767304352,
            0.0016628982338591216,
            0.0016563205692532268,
            0.0016137498713806842,
            0.0015621261511380381,
            0.001501685678934434,
            0.0014569445800321642,
            0.001389748336319848,
            0.0012101501659441325,
            0.0011626898995316837,
            0.0011495706753535157,
            0.0011343262174117372,
            0.0011006422835068237,
            0.001096393306086583,
            0.0009967170829258748,
            0.0009877165130215036,
            0.0008126260159930615,
            0.0007759652062477815,
            0.0007457727452310165,
            0.0006743486828147838,
            0.0006725479595490919,
            0.000631857823372921,
            0.0006284497597994765,
            0.0005204214374553018,
            0.0005177728626631282,
            0.0005133085684450277,
            0.00039272204432435606,
            0.00039152823208870105,
            0.0003873632065024271,
            0.0003160896541079674,
            0.0002863086414165129,
            0.0002813251591155842,
            0.0002437351470171932,
            0.00024202080155759478,
            0.0002093077573388181,
            0.00020755563298119795,
            0.00017509102538568533,
            0.00016817599375521837,
            8.91836886611967e-05,
            3.8799325793588856e-05,
            3.590590546100593e-05,
            4.4506732570299974e-07
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 99.46902654867259,
            "precision": 99.6133009527368,
            "recall": 99.80952380952381,
            "f1": 99.71001700267568
        },
        "selection": {
            "precision": 1.1067944348325844,
            "recall": 2.3076923076923075,
            "f1": 1.495830169133908,
            "jaccard": 0.7541995766667412
        }
    }
}