{
    "significant_genes": {
        "Variable": [
            "AGR3",
            "ZNF385C",
            "NRTN",
            "DDX50",
            "DIRAS2",
            "FRMD4A",
            "TAC1",
            "ITGA7",
            "AOPEP",
            "PLXNA2",
            "NPHS1",
            "FCER2",
            "ACTL9",
            "ASPHD2",
            "HTRA4",
            "GRM6",
            "FAM98A",
            "PRKCB",
            "KLHL13",
            "C11orf16",
            "ODAPH",
            "IL17RB",
            "ABCC5",
            "KCNN3",
            "LMO2",
            "ZC3H4",
            "NPFF",
            "CST9L",
            "LIM2",
            "PHAF1",
            "INSM1",
            "MCTP1",
            "KPTN",
            "TBX4",
            "POLR2E",
            "ZC3HC1",
            "ST6GAL2",
            "EMILIN1",
            "SLC13A5",
            "SLC44A3",
            "OSBPL6",
            "ERVH48-1",
            "KRT13",
            "RASGEF1C",
            "ATP5PB",
            "KCNA4",
            "TMEM174",
            "BCL2L13",
            "FOXN3-AS2",
            "VCF2",
            "TPTE",
            "HORMAD2",
            "CDKL3",
            "ESRG",
            "SH3YL1",
            "LINC02877",
            "LGI1",
            "RPL13AP17",
            "KLHL36",
            "PCDH20",
            "LHFPL4",
            "SEPTIN3",
            "EBF4",
            "MMEL1",
            "BFSP2",
            "CDK13",
            "CXXC1P1",
            "SPINDOC",
            "BRPF1",
            "KCNIP4",
            "WNT8B",
            "CCDC62",
            "HADH",
            "TRPM6",
            "CCDC27",
            "YY2",
            "ELMO1",
            "PCYT1A",
            "EPHB3",
            "TREH",
            "DLG5",
            "ZNF570",
            "OSCAR",
            "TFR2",
            "PMP2",
            "HYDIN",
            "CECR9",
            "COL3A1",
            "SAMD10",
            "PPCDC",
            "LRP12",
            "STRC",
            "GDF1",
            "HEY1",
            "NDRG4",
            "TENM4",
            "CCDC163",
            "VRK3",
            "RIMS4",
            "NUP160",
            "SLC15A2",
            "KCNU1",
            "ABRA",
            "IQUB",
            "WFDC2",
            "KLHDC8A",
            "C1orf226",
            "TRAF3",
            "FAM219B",
            "ATOH7",
            "SOHLH1",
            "MS4A15",
            "IFNL2",
            "AMHR2",
            "CACNB4",
            "MPIG6B",
            "PANK4",
            "LINC02873",
            "RNF144B",
            "SLC12A4",
            "ZFP57",
            "POU5F1P4",
            "GLIS2",
            "RFPL1",
            "GATD1-DT",
            "TMEM52",
            "ST6GALNAC5",
            "SCFD2",
            "LILRA6",
            "OR3A2",
            "GZMM",
            "LDHD",
            "TTTY15",
            "BRAF",
            "SHROOM4",
            "SMCR8",
            "LRRC36",
            "KRT84",
            "PERM1",
            "ZNF438",
            "DLEU7"
        ],
        "Coefficient": [
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            -0.050155274324620996,
            -0.04463718190630248,
            0.03704104435927687,
            -0.03575832263247847,
            -0.03511302852429726,
            -0.033251384913503754,
            -0.030528035479096376,
            0.028386101004991778,
            -0.02675854616800069,
            0.02579797214567854,
            -0.02362003208127721,
            0.023282673704494928,
            -0.022907359069625304,
            0.022073407897022054,
            0.021514708339537454,
            0.02049141185926968,
            -0.02033211145165935,
            0.01964652799049718,
            -0.019040880216757664,
            0.01855755864258539,
            -0.01741001153340928,
            0.016954403778461767,
            0.01625012359610747,
            0.016210238389551188,
            0.015635578568651515,
            0.01541680979977469,
            0.014975648932764743,
            0.014848013807233471,
            0.014468489892800777,
            -0.014413891409541194,
            0.014328714748163204,
            0.014122667825933107,
            0.014095665218773819,
            -0.013784818899094133,
            -0.013694030335199094,
            -0.013684110620094747,
            0.013527261193710314,
            -0.013292527773052227,
            -0.01242905111139612,
            -0.011866937154041347,
            -0.01173912190259494,
            0.01156392308931903,
            -0.011474472745789218,
            -0.011468466754775315,
            0.011438205784856726,
            -0.011291639896159274,
            -0.011244061831908578,
            -0.010812646339563617,
            -0.010726016384152236,
            -0.010557885910552418,
            0.010176924938083637,
            0.010056124803598562,
            -0.00986339245354922,
            -0.009310845272190718,
            0.009241017416060596,
            -0.009030112299915188,
            -0.008863171480587977,
            -0.008576082934277009,
            -0.008517095159746899,
            0.008503942054500408,
            0.00816180961130714,
            -0.0077701099868396845,
            -0.007654299162732933,
            -0.0076129029730965855,
            0.0075047412733034195,
            0.007388012982827158,
            0.007310780628064416,
            0.007234181563090543,
            0.007077525440428172,
            -0.006995406380474268,
            0.0068843116862758276,
            -0.0068119786287130345,
            -0.006792666731345565,
            -0.006707588427477898,
            -0.006607093573466933,
            0.006531574450764469,
            -0.006327118409267211,
            -0.006251817494117165,
            -0.006189889473392448,
            -0.00598482911678476,
            0.005932173415444158,
            0.0055311001670398175,
            -0.005413840187246967,
            -0.005389000441301466,
            -0.004991870580161855,
            0.004903742641388705,
            0.004852505638503399,
            -0.004798830893183771,
            -0.004606135090693275,
            0.0045313250084245554,
            0.004491057001447897,
            0.00414400402973625,
            0.00404711205176195,
            0.004004704975857148,
            -0.003869935074176887,
            0.0038654977528375244,
            -0.0036615939796134493,
            -0.0036339145954126435,
            0.003433828537109971,
            0.003308787142282129,
            0.003251850608916604,
            -0.0030638460735708125,
            -0.003018540860353942,
            -0.002945973178757226,
            -0.002830170961686194,
            -0.002678909713452892,
            0.002652379985347317,
            -0.0026486042042353514,
            0.002617300797745101,
            -0.0026007777445142396,
            0.002568989077629331,
            -0.002521358068833895,
            -0.0024262590345323714,
            0.002246322328675912,
            -0.002067008173609392,
            0.00191714343437535,
            -0.001909676287428288,
            -0.0018264759526277863,
            -0.0017103411830600454,
            -0.001667820221603573,
            -0.0016365048063791486,
            0.0015318319493638362,
            0.0014304161764276293,
            -0.001397764564480667,
            -0.001365367175649301,
            -0.001348517629189627,
            -0.0012895326512576822,
            -0.001119307955725516,
            -0.0010973374395815663,
            -0.000925072695707213,
            -0.0007163827265655905,
            -0.0005033090781330773,
            0.000418159013953468,
            0.00032402693651260135,
            -0.00028213255636648396,
            -0.00023032496074242337,
            -0.00018973455560798445,
            -0.0001649314039727157,
            -8.74808793901799e-05,
            5.655428862688998e-05
        ],
        "Absolute Coefficient": [
            0.0719868277491411,
            0.050155274324620996,
            0.04463718190630248,
            0.03704104435927687,
            0.03575832263247847,
            0.03511302852429726,
            0.033251384913503754,
            0.030528035479096376,
            0.028386101004991778,
            0.02675854616800069,
            0.02579797214567854,
            0.02362003208127721,
            0.023282673704494928,
            0.022907359069625304,
            0.022073407897022054,
            0.021514708339537454,
            0.02049141185926968,
            0.02033211145165935,
            0.01964652799049718,
            0.019040880216757664,
            0.01855755864258539,
            0.01741001153340928,
            0.016954403778461767,
            0.01625012359610747,
            0.016210238389551188,
            0.015635578568651515,
            0.01541680979977469,
            0.014975648932764743,
            0.014848013807233471,
            0.014468489892800777,
            0.014413891409541194,
            0.014328714748163204,
            0.014122667825933107,
            0.014095665218773819,
            0.013784818899094133,
            0.013694030335199094,
            0.013684110620094747,
            0.013527261193710314,
            0.013292527773052227,
            0.01242905111139612,
            0.011866937154041347,
            0.01173912190259494,
            0.01156392308931903,
            0.011474472745789218,
            0.011468466754775315,
            0.011438205784856726,
            0.011291639896159274,
            0.011244061831908578,
            0.010812646339563617,
            0.010726016384152236,
            0.010557885910552418,
            0.010176924938083637,
            0.010056124803598562,
            0.00986339245354922,
            0.009310845272190718,
            0.009241017416060596,
            0.009030112299915188,
            0.008863171480587977,
            0.008576082934277009,
            0.008517095159746899,
            0.008503942054500408,
            0.00816180961130714,
            0.0077701099868396845,
            0.007654299162732933,
            0.0076129029730965855,
            0.0075047412733034195,
            0.007388012982827158,
            0.007310780628064416,
            0.007234181563090543,
            0.007077525440428172,
            0.006995406380474268,
            0.0068843116862758276,
            0.0068119786287130345,
            0.006792666731345565,
            0.006707588427477898,
            0.006607093573466933,
            0.006531574450764469,
            0.006327118409267211,
            0.006251817494117165,
            0.006189889473392448,
            0.00598482911678476,
            0.005932173415444158,
            0.0055311001670398175,
            0.005413840187246967,
            0.005389000441301466,
            0.004991870580161855,
            0.004903742641388705,
            0.004852505638503399,
            0.004798830893183771,
            0.004606135090693275,
            0.0045313250084245554,
            0.004491057001447897,
            0.00414400402973625,
            0.00404711205176195,
            0.004004704975857148,
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            0.0038654977528375244,
            0.0036615939796134493,
            0.0036339145954126435,
            0.003433828537109971,
            0.003308787142282129,
            0.003251850608916604,
            0.0030638460735708125,
            0.003018540860353942,
            0.002945973178757226,
            0.002830170961686194,
            0.002678909713452892,
            0.002652379985347317,
            0.0026486042042353514,
            0.002617300797745101,
            0.0026007777445142396,
            0.002568989077629331,
            0.002521358068833895,
            0.0024262590345323714,
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            0.00032402693651260135,
            0.00028213255636648396,
            0.00023032496074242337,
            0.00018973455560798445,
            0.0001649314039727157,
            8.74808793901799e-05,
            5.655428862688998e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 86.66666666666667,
            "precision": 90.04029304029304,
            "recall": 93.76743390091555,
            "f1": 91.64172988568653
        },
        "selection": {
            "precision": 2.2118519488708692,
            "recall": 0.8813559322033898,
            "f1": 1.2599678748473135,
            "jaccard": 0.6343549194951683
        }
    }
}