{
    "significant_genes": {
        "Variable": [
            "ABCA13",
            "ATP6V0A2",
            "ADAM23",
            "DSEL",
            "AFAP1-AS1",
            "SIAE",
            "ACAP2",
            "ASMTL-AS1",
            "AGBL4",
            "ADAP1",
            "ENTPD4",
            "ARMH4",
            "MTUS2-AS1",
            "CDK12",
            "C8orf88",
            "AGFG2",
            "EXD1",
            "C14orf180",
            "ARSB",
            "ADGRG3",
            "COL1A1",
            "ADAM9",
            "KCNA6",
            "CES5A",
            "BTBD19",
            "AAGAB",
            "PAX8",
            "AGAP11",
            "ACTB",
            "ABCC4",
            "AHI1",
            "ACP1",
            "COCH",
            "EXD3",
            "ACTR2",
            "AHNAK2",
            "DYNLRB1",
            "AMER2",
            "ATOH7",
            "CC2D2B",
            "AGK",
            "BCL6B",
            "C6orf141",
            "BEST3",
            "CD200R1",
            "POLK",
            "GCLC",
            "ZNF577",
            "ENTPD3-AS1",
            "AKT1S1",
            "DGKE",
            "FRA10AC1",
            "DENND5B",
            "DNAI3",
            "CFAP221",
            "ABHD11",
            "ADAM32",
            "EPB41L4A",
            "C16orf46",
            "DIRC1",
            "CFAP47",
            "ZNF114",
            "DNAJC3",
            "KRT73",
            "DEUP1",
            "UBE2I",
            "AK7",
            "ADAMTS18",
            "ANKRD65",
            "DND1",
            "MPHOSPH6",
            "CLASP2",
            "DDAH1",
            "CLIC6",
            "NUDT9P1",
            "CDO1",
            "FIP1L1",
            "TMEM53",
            "TSPEAR",
            "BIN3",
            "C10orf126",
            "CCDC140",
            "AK8",
            "GPR82",
            "CNTNAP4",
            "AIFM3",
            "BTBD16",
            "SLC7A14",
            "ABHD6",
            "CYCS",
            "PANX2",
            "ASH1L-AS1",
            "CYTH4",
            "HDAC9",
            "ASAP1-IT2",
            "CACNA1C",
            "AQP4-AS1",
            "BFSP2-AS1",
            "HDAC4",
            "CDH19",
            "CARF",
            "CCDC150",
            "ADAMTS15",
            "CYP4A11",
            "ASB14",
            "ACTR3B",
            "ACACB",
            "LARS2",
            "DNPH1",
            "B4GALNT2",
            "NBPF4",
            "MGC16275",
            "ZNF280D",
            "CDH24",
            "SEMA3A",
            "ARHGAP29",
            "ZSCAN20",
            "DNAJA3",
            "C9orf43",
            "FAM20A",
            "ERVFH21-1",
            "FAM76B",
            "CBFA2T2",
            "CNST",
            "BMP2K",
            "ENTPD5",
            "ATF6B",
            "GPR173",
            "SBF2",
            "CLECL1P",
            "IRAK1",
            "DYNLT2",
            "CEP89",
            "LMOD3",
            "EPS15L1",
            "KCNE4",
            "HEATR9",
            "FAM227B",
            "CNOT6L",
            "POM121L1P",
            "AGPAT1",
            "BNC1",
            "AGAP2-AS1",
            "DBF4B",
            "KCNJ9",
            "EML4",
            "OR7D2",
            "DIS3L2",
            "CNP",
            "CILK1",
            "NT5DC2",
            "PACSIN2",
            "CCDC13",
            "ATP6V1H",
            "CCDC116",
            "HTRA4",
            "CCDC27",
            "DNAAF5",
            "CYGB",
            "PKHD1",
            "CCDC174",
            "RSPO2",
            "MYO1H"
        ],
        "Coefficient": [
            -0.13058687992948448,
            -0.07160446799675477,
            0.06846415743803638,
            0.0644218081656117,
            0.05223068513429304,
            0.042416072058337834,
            0.0422559844653301,
            0.04156140655068353,
            -0.04113609271268678,
            -0.04106796618853934,
            -0.039743256591493456,
            0.038417640370202524,
            0.03501622711596893,
            -0.03465662747965956,
            -0.03352464690252678,
            0.033363298745059715,
            0.032057198065002755,
            -0.03189436245418144,
            -0.03188135766444883,
            -0.031836756859744325,
            0.031634191093810576,
            0.03078402093636152,
            0.02974155658980066,
            -0.028098012592078152,
            0.027654658404345472,
            0.026784301691380158,
            -0.026604708533356548,
            0.026343116717665527,
            0.025241734226215933,
            0.024328435029931584,
            0.023899676045426234,
            -0.023698644179747628,
            -0.02274187328022512,
            -0.022260493384149028,
            0.02225748368475566,
            -0.02161727162628893,
            0.021603337059742503,
            0.020525742084542595,
            -0.02038671489887529,
            0.01958654068650551,
            -0.019497430133536133,
            0.019174592214434672,
            -0.0189266796428906,
            0.018764967090139046,
            0.01750315047549378,
            -0.017111405090995513,
            0.0169034597532301,
            0.014524584630019455,
            -0.014498400999478186,
            0.014401289769246534,
            0.013652183080285438,
            -0.01315442006994764,
            0.012454550791228475,
            0.01153524919663319,
            0.010508208179109857,
            -0.010505109406120247,
            -0.010413758880898603,
            0.010400194091215382,
            -0.010293936113778565,
            0.010091951392830352,
            0.009898084000999502,
            0.009517147936970172,
            -0.009255499838734619,
            0.008973042544507025,
            -0.008819608966604992,
            -0.00877426355124144,
            -0.008739577120649097,
            -0.008723617356595553,
            -0.00861976133573438,
            0.008531973927285844,
            0.008082962378485947,
            0.007888205209221346,
            -0.00784610076840821,
            -0.007778299991895685,
            0.007421669725829849,
            0.007202915294917382,
            0.006814004123645616,
            0.006693419606127559,
            -0.0066725185682929376,
            -0.006408981807277795,
            -0.00630002663155022,
            0.006181777613214049,
            -0.006170926208047404,
            -0.005931552117354239,
            -0.005913368866765459,
            0.005823926271437193,
            -0.00577097519123551,
            0.005345404954471568,
            -0.005285592031731493,
            -0.0051043813527142465,
            -0.004964730284063251,
            -0.004872221151356931,
            -0.004699611526430995,
            -0.004653237411505756,
            -0.0045454165785908905,
            0.004484129846559895,
            -0.004462744388670814,
            -0.004362336950133197,
            -0.0040642976744212555,
            0.0039884510226201675,
            0.003934958615057635,
            0.0037588861061542914,
            -0.003450544987609144,
            0.0033878979620177133,
            0.003136369071330237,
            -0.003095015284609795,
            -0.0029893063104442686,
            -0.002974700769924764,
            -0.002700870846269554,
            -0.0026723102475899236,
            0.0026616441970600873,
            -0.0026570600250270626,
            -0.0024365569913482716,
            -0.002212909110034355,
            0.00207756561693247,
            0.0020418024694190307,
            -0.0016695564952327535,
            -0.0016157440308924803,
            0.0015832744553680395,
            0.0013672677101273243,
            0.0013473932076912853,
            0.0013420493627714395,
            0.0012869886140792195,
            0.0011554827059306716,
            0.001074253492558763,
            -0.0008498368731268648,
            0.0008144032628270902,
            0.0007869481629931367,
            0.0006322183963331455,
            0.0006094848347319101,
            0.000607868853832667,
            -0.0005313035010053437,
            -0.0005184658837666295,
            -0.0005080575748270498,
            0.0004268526355225049,
            -0.00040741123376931005,
            -0.00039550328561931125,
            -0.00035649246297230456,
            0.00034920814521867324,
            -0.0003293548422215511,
            -0.0003049542726245402,
            -0.0002910983842471858,
            0.00028591473357454964,
            0.0002634770954503526,
            0.000255806086725322,
            0.00023760730225631606,
            -0.0002254562106762643,
            -0.00018507450253223213,
            0.00016562145385528877,
            0.00016339513290930993,
            -0.00015020543129072814,
            0.0001419504594423354,
            0.000136277723511217,
            0.00011178264072229986,
            -6.871266059397019e-05,
            -5.5367001553281416e-05,
            2.3573000837465523e-05,
            -2.145458116459521e-05,
            2.02202354682766e-05,
            -1.389525797862375e-05,
            7.57925264370572e-06,
            6.3870508979917e-07,
            6.090302437071129e-07
        ],
        "Absolute Coefficient": [
            0.13058687992948448,
            0.07160446799675477,
            0.06846415743803638,
            0.0644218081656117,
            0.05223068513429304,
            0.042416072058337834,
            0.0422559844653301,
            0.04156140655068353,
            0.04113609271268678,
            0.04106796618853934,
            0.039743256591493456,
            0.038417640370202524,
            0.03501622711596893,
            0.03465662747965956,
            0.03352464690252678,
            0.033363298745059715,
            0.032057198065002755,
            0.03189436245418144,
            0.03188135766444883,
            0.031836756859744325,
            0.031634191093810576,
            0.03078402093636152,
            0.02974155658980066,
            0.028098012592078152,
            0.027654658404345472,
            0.026784301691380158,
            0.026604708533356548,
            0.026343116717665527,
            0.025241734226215933,
            0.024328435029931584,
            0.023899676045426234,
            0.023698644179747628,
            0.02274187328022512,
            0.022260493384149028,
            0.02225748368475566,
            0.02161727162628893,
            0.021603337059742503,
            0.020525742084542595,
            0.02038671489887529,
            0.01958654068650551,
            0.019497430133536133,
            0.019174592214434672,
            0.0189266796428906,
            0.018764967090139046,
            0.01750315047549378,
            0.017111405090995513,
            0.0169034597532301,
            0.014524584630019455,
            0.014498400999478186,
            0.014401289769246534,
            0.013652183080285438,
            0.01315442006994764,
            0.012454550791228475,
            0.01153524919663319,
            0.010508208179109857,
            0.010505109406120247,
            0.010413758880898603,
            0.010400194091215382,
            0.010293936113778565,
            0.010091951392830352,
            0.009898084000999502,
            0.009517147936970172,
            0.009255499838734619,
            0.008973042544507025,
            0.008819608966604992,
            0.00877426355124144,
            0.008739577120649097,
            0.008723617356595553,
            0.00861976133573438,
            0.008531973927285844,
            0.008082962378485947,
            0.007888205209221346,
            0.00784610076840821,
            0.007778299991895685,
            0.007421669725829849,
            0.007202915294917382,
            0.006814004123645616,
            0.006693419606127559,
            0.0066725185682929376,
            0.006408981807277795,
            0.00630002663155022,
            0.006181777613214049,
            0.006170926208047404,
            0.005931552117354239,
            0.005913368866765459,
            0.005823926271437193,
            0.00577097519123551,
            0.005345404954471568,
            0.005285592031731493,
            0.0051043813527142465,
            0.004964730284063251,
            0.004872221151356931,
            0.004699611526430995,
            0.004653237411505756,
            0.0045454165785908905,
            0.004484129846559895,
            0.004462744388670814,
            0.004362336950133197,
            0.0040642976744212555,
            0.0039884510226201675,
            0.003934958615057635,
            0.0037588861061542914,
            0.003450544987609144,
            0.0033878979620177133,
            0.003136369071330237,
            0.003095015284609795,
            0.0029893063104442686,
            0.002974700769924764,
            0.002700870846269554,
            0.0026723102475899236,
            0.0026616441970600873,
            0.0026570600250270626,
            0.0024365569913482716,
            0.002212909110034355,
            0.00207756561693247,
            0.0020418024694190307,
            0.0016695564952327535,
            0.0016157440308924803,
            0.0015832744553680395,
            0.0013672677101273243,
            0.0013473932076912853,
            0.0013420493627714395,
            0.0012869886140792195,
            0.0011554827059306716,
            0.001074253492558763,
            0.0008498368731268648,
            0.0008144032628270902,
            0.0007869481629931367,
            0.0006322183963331455,
            0.0006094848347319101,
            0.000607868853832667,
            0.0005313035010053437,
            0.0005184658837666295,
            0.0005080575748270498,
            0.0004268526355225049,
            0.00040741123376931005,
            0.00039550328561931125,
            0.00035649246297230456,
            0.00034920814521867324,
            0.0003293548422215511,
            0.0003049542726245402,
            0.0002910983842471858,
            0.00028591473357454964,
            0.0002634770954503526,
            0.000255806086725322,
            0.00023760730225631606,
            0.0002254562106762643,
            0.00018507450253223213,
            0.00016562145385528877,
            0.00016339513290930993,
            0.00015020543129072814,
            0.0001419504594423354,
            0.000136277723511217,
            0.00011178264072229986,
            6.871266059397019e-05,
            5.5367001553281416e-05,
            2.3573000837465523e-05,
            2.145458116459521e-05,
            2.02202354682766e-05,
            1.389525797862375e-05,
            7.57925264370572e-06,
            6.3870508979917e-07,
            6.090302437071129e-07
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 61.81818181818183,
            "precision": 61.81818181818183,
            "recall": 100.0,
            "f1": 75.72875816993464
        },
        "selection": {
            "precision": 1.4583789882096165,
            "recall": 10.476190476190478,
            "f1": 2.556371560051506,
            "jaccard": 1.2968979317130542
        }
    }
}