{
    "significant_genes": {
        "Variable": [
            "PARD3B",
            "LTA4H",
            "MFSD3",
            "ANKRD20A11P",
            "NDC1",
            "HTN1",
            "CCDC170",
            "HLA-L",
            "RGS17",
            "NEIL1",
            "ENC1",
            "MIR9-1",
            "PGM5P2",
            "FAM24A",
            "STXBP1",
            "LCT",
            "CADPS",
            "IL13",
            "ITSN1",
            "KAT2B",
            "DCPS",
            "NUDC",
            "FAM167A-AS1",
            "MARCHF8",
            "HTN3",
            "AKAP12",
            "IFT122",
            "TMEM255B",
            "BLVRA",
            "TNKS1BP1",
            "CPT1A",
            "ELAPOR1",
            "ZNF620",
            "TTLL7",
            "PIDD1",
            "CROCC",
            "HLA-DPB2",
            "HLA-DQB1",
            "SLC25A34",
            "OR1N1",
            "OR10A7",
            "MDS2",
            "RDH5",
            "UQCC3",
            "PGC",
            "TXNDC11",
            "FKBPL",
            "IFNE",
            "LRRC43",
            "SMAD9",
            "ICA1L",
            "ECRG4",
            "CPA3",
            "MROH8",
            "AFAP1L2",
            "VWA5B2",
            "ATOH8",
            "KIAA1656",
            "PTGDS",
            "APBB2",
            "NBPF22P",
            "DERL3",
            "MTNR1B",
            "SPHK1",
            "LINC02912",
            "GSDME",
            "MYH1",
            "CFD",
            "NAPSB",
            "ELL3",
            "MRPL38",
            "NEFL",
            "ZNF20",
            "TBX6",
            "TGFB2",
            "NOVA1",
            "OSGIN1",
            "ZFP90",
            "RRH",
            "MST1",
            "C14orf93",
            "CYP26B1",
            "MMP12",
            "ATP2B3",
            "SERINC2",
            "DVL2",
            "C1orf174",
            "HTR3B",
            "TCEAL1",
            "DEFB119",
            "F7",
            "CDS1",
            "DRICH1",
            "CCR9",
            "HMGN2P46",
            "LRIG3",
            "G0S2",
            "EHHADH",
            "COL4A6",
            "CYP27A1",
            "SCG3",
            "TTC41P",
            "MCAM",
            "EWSAT1",
            "SLC25A47",
            "LINC00272",
            "POC1A",
            "JAKMIP3",
            "SPINK2",
            "GCHFR",
            "ADGRL1",
            "ITGB8",
            "EBI3",
            "PTP4A3",
            "TXNDC8",
            "CLLU1",
            "CCNI",
            "TPO",
            "IL3RA",
            "CCDC146",
            "ADAMTS5",
            "C9orf40",
            "MIR205",
            "CFAP53",
            "ADH6",
            "LRRC23",
            "DOCK3",
            "SCARNA8",
            "AP1M2",
            "MEDAG",
            "OR4A16",
            "TIGD1",
            "MIR205HG"
        ],
        "Coefficient": [
            0.0672369705257386,
            0.06258523812267325,
            -0.05868966379150818,
            -0.05684986776999012,
            0.05481652737796524,
            0.05191580739227532,
            0.05138001060636905,
            0.04921225450219485,
            0.04692578727266947,
            0.04580855925081524,
            -0.0447592195988876,
            0.04296844402214307,
            -0.041760307747162065,
            0.040380097110788424,
            0.03998101985151625,
            0.03836229428602785,
            -0.03516409925285641,
            0.03504421156419973,
            -0.032425803986890926,
            0.032217537548445446,
            -0.03159210432955664,
            0.03057559712548114,
            0.029090743024402524,
            0.028570481847818883,
            -0.027721284863185047,
            -0.027623640167750627,
            0.02624372362902856,
            -0.025729568258706002,
            -0.025562443917696454,
            -0.02553399498247181,
            0.02531331670377198,
            0.02439075737673744,
            -0.023226025247993252,
            -0.021393633977984442,
            0.021295683864619646,
            0.02073962593675124,
            0.020713957409577793,
            0.019854013784972372,
            0.01908823272764413,
            0.018357165604837487,
            0.01829140107161663,
            0.01813454735587278,
            0.018056439397588067,
            -0.017962305970157216,
            -0.017791944785872274,
            -0.01777213664773118,
            0.01721570094815,
            0.017089732985757413,
            0.016451449995671795,
            -0.016434170192721788,
            -0.01633291171048084,
            -0.016249150593444586,
            -0.01600460048057006,
            -0.015443219548809773,
            -0.014982651332829503,
            -0.01471957744806849,
            0.014209007915552711,
            0.014168455123828576,
            -0.013878598104825291,
            0.013866919724957304,
            -0.013585939473011212,
            -0.01282512661999482,
            -0.012647197145763902,
            0.012646567622927506,
            0.01255015224494456,
            0.01209173519291428,
            -0.012070084383353042,
            -0.010898624777589879,
            -0.010721435522577672,
            0.01066673203965505,
            0.01056051723612434,
            0.010375582291239279,
            -0.010338670282124401,
            0.010288922034827978,
            -0.01010614903065858,
            0.009161155684709956,
            -0.009000348566750156,
            -0.00867683928619782,
            -0.008433784256785329,
            0.00842856084515508,
            -0.008228977541626768,
            -0.008038631606817706,
            0.00792092176077976,
            0.007920782854398949,
            0.007781171423884457,
            -0.007681792382039387,
            0.007515567894933927,
            -0.007513819193105749,
            -0.007500972821906699,
            0.007083091272687357,
            0.0069754728520462295,
            0.006942721699800231,
            0.006934900485416289,
            -0.006684872170532928,
            0.006538538716289485,
            0.006221649521509276,
            -0.006182184151581626,
            0.006076888232361097,
            0.006008669515322582,
            0.005945736076853759,
            -0.005879043200666087,
            -0.005795078957024625,
            -0.005642783283981958,
            -0.004594022602773175,
            0.00438927871965526,
            0.004370851996868412,
            0.004147212952158254,
            0.003999488880327856,
            0.0038449228915360674,
            0.0037483172855447017,
            0.0036797384325143534,
            -0.003672077211411093,
            -0.0036486334691917723,
            -0.0035865403643740843,
            -0.0033106965836838215,
            -0.0031037607195093385,
            0.002997002589272073,
            0.002996275717507681,
            -0.0024879302445263794,
            -0.0018733076134860992,
            -0.0018150832338434393,
            0.0015052434782550663,
            0.0013863895111454472,
            -0.0013826306977896678,
            0.001307533720050548,
            -0.0012966940439737772,
            0.0009083437603261902,
            -0.0008133594682365698,
            -0.0007115597259550105,
            -0.0004808449163575544,
            -0.00021101565594672714,
            -0.00019882948030026178,
            1.3447771847572318e-16
        ],
        "Absolute Coefficient": [
            0.0672369705257386,
            0.06258523812267325,
            0.05868966379150818,
            0.05684986776999012,
            0.05481652737796524,
            0.05191580739227532,
            0.05138001060636905,
            0.04921225450219485,
            0.04692578727266947,
            0.04580855925081524,
            0.0447592195988876,
            0.04296844402214307,
            0.041760307747162065,
            0.040380097110788424,
            0.03998101985151625,
            0.03836229428602785,
            0.03516409925285641,
            0.03504421156419973,
            0.032425803986890926,
            0.032217537548445446,
            0.03159210432955664,
            0.03057559712548114,
            0.029090743024402524,
            0.028570481847818883,
            0.027721284863185047,
            0.027623640167750627,
            0.02624372362902856,
            0.025729568258706002,
            0.025562443917696454,
            0.02553399498247181,
            0.02531331670377198,
            0.02439075737673744,
            0.023226025247993252,
            0.021393633977984442,
            0.021295683864619646,
            0.02073962593675124,
            0.020713957409577793,
            0.019854013784972372,
            0.01908823272764413,
            0.018357165604837487,
            0.01829140107161663,
            0.01813454735587278,
            0.018056439397588067,
            0.017962305970157216,
            0.017791944785872274,
            0.01777213664773118,
            0.01721570094815,
            0.017089732985757413,
            0.016451449995671795,
            0.016434170192721788,
            0.01633291171048084,
            0.016249150593444586,
            0.01600460048057006,
            0.015443219548809773,
            0.014982651332829503,
            0.01471957744806849,
            0.014209007915552711,
            0.014168455123828576,
            0.013878598104825291,
            0.013866919724957304,
            0.013585939473011212,
            0.01282512661999482,
            0.012647197145763902,
            0.012646567622927506,
            0.01255015224494456,
            0.01209173519291428,
            0.012070084383353042,
            0.010898624777589879,
            0.010721435522577672,
            0.01066673203965505,
            0.01056051723612434,
            0.010375582291239279,
            0.010338670282124401,
            0.010288922034827978,
            0.01010614903065858,
            0.009161155684709956,
            0.009000348566750156,
            0.00867683928619782,
            0.008433784256785329,
            0.00842856084515508,
            0.008228977541626768,
            0.008038631606817706,
            0.00792092176077976,
            0.007920782854398949,
            0.007781171423884457,
            0.007681792382039387,
            0.007515567894933927,
            0.007513819193105749,
            0.007500972821906699,
            0.007083091272687357,
            0.0069754728520462295,
            0.006942721699800231,
            0.006934900485416289,
            0.006684872170532928,
            0.006538538716289485,
            0.006221649521509276,
            0.006182184151581626,
            0.006076888232361097,
            0.006008669515322582,
            0.005945736076853759,
            0.005879043200666087,
            0.005795078957024625,
            0.005642783283981958,
            0.004594022602773175,
            0.00438927871965526,
            0.004370851996868412,
            0.004147212952158254,
            0.003999488880327856,
            0.0038449228915360674,
            0.0037483172855447017,
            0.0036797384325143534,
            0.003672077211411093,
            0.0036486334691917723,
            0.0035865403643740843,
            0.0033106965836838215,
            0.0031037607195093385,
            0.002997002589272073,
            0.002996275717507681,
            0.0024879302445263794,
            0.0018733076134860992,
            0.0018150832338434393,
            0.0015052434782550663,
            0.0013863895111454472,
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            0.0012966940439737772,
            0.0009083437603261902,
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            0.0007115597259550105,
            0.0004808449163575544,
            0.00021101565594672714,
            0.00019882948030026178,
            1.3447771847572318e-16
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 65.71428571428571,
            "precision": 63.06060606060606,
            "recall": 62.012987012987004,
            "f1": 62.00225062294028
        },
        "selection": {
            "precision": 0.19417475728155337,
            "recall": 0.5128205128205128,
            "f1": 0.2816901408450704,
            "jaccard": 0.14184397163120568
        }
    }
}