{
    "significant_genes": {
        "Variable": [
            "RIC8A",
            "DYM",
            "CHMP5",
            "FLJ46111",
            "VGLL2",
            "C8orf56",
            "TNNI3",
            "TIAM2",
            "RTN2",
            "ZNF444",
            "MGAT3",
            "HIST1H2BI",
            "ARSA",
            "MTNR1B",
            "CCDC47",
            "IGHMBP2",
            "FSD2",
            "FGF2",
            "DPCD",
            "C3orf51",
            "FRS2",
            "LHX1",
            "SULT1C3",
            "OR5D18",
            "C9orf5",
            "C6orf72",
            "OR10AG1",
            "HERPUD2",
            "KRTAP5-9",
            "DPY19L2P4",
            "ADCK4",
            "RFPL3",
            "CARTPT",
            "OR6W1P",
            "LY6G6C",
            "CA9",
            "MID2",
            "C1QTNF9",
            "OR6C3",
            "MORC1",
            "ZNF502",
            "CYP26C1",
            "SNORA15",
            "ROBO3",
            "ZAR1",
            "OR5H6",
            "PADI2",
            "LOC100131496",
            "LAT",
            "USP50",
            "FAM155A",
            "IGFBP1",
            "RBMXL2",
            "NMB",
            "PDYN",
            "LOC84856",
            "ASB11",
            "SERPIND1",
            "ODZ2",
            "TOPORS",
            "MYH7B",
            "C21orf29",
            "ACSM4",
            "TBC1D3P2",
            "IRGM",
            "PCDHGB2",
            "OR52E2",
            "YIPF7",
            "SLC20A1",
            "ZSCAN5B",
            "FATE1",
            "CBWD5",
            "PPIAL4E",
            "RAP1GAP2",
            "DAB1",
            "PNLIPRP2",
            "TUBB8",
            "OR4S2",
            "C2CD2",
            "OR8A1",
            "ATRIP",
            "TAS2R19",
            "SNORA71C",
            "SHKBP1",
            "BEND6",
            "LOC100134368",
            "C2orf14",
            "PCDHA1",
            "OPN1MW",
            "C5orf40",
            "PRKD2",
            "FTHL17",
            "C6orf120",
            "VN1R2",
            "NLRP4",
            "OSM",
            "LLPH",
            "MCFD2",
            "SNORA62",
            "LOC100192379",
            "MPZ",
            "CDC14C",
            "XKR9",
            "MAG",
            "RESP18",
            "RBM46",
            "FLJ30679",
            "LANCL2",
            "MBD3L2",
            "FKBP1AP1",
            "KRT36",
            "OCA2",
            "CLIC6",
            "AMAC1L2",
            "KIAA0776",
            "SMR3A",
            "TTTY20",
            "RHCE",
            "FAM157A",
            "CABP5",
            "NANOG",
            "LOC100129534",
            "OSR2",
            "OR2K2",
            "SYNGR4",
            "LOC651250",
            "BRCC3",
            "DACH2",
            "SLC25A31",
            "LYZL6",
            "TFAP2D",
            "BMP10",
            "CADM2",
            "TREX1",
            "ATAD3B",
            "LGALS13",
            "OLIG3",
            "DCAF12L1",
            "ZNF167",
            "ACTL7A",
            "FAM59A",
            "CELA2A",
            "LOC157627",
            "PTCHD3",
            "CRYZ",
            "TCF23",
            "LOC391322",
            "SYNGR1",
            "LOC340508",
            "CCDC116",
            "PRKAG3",
            "PRKD3",
            "PSORS1C1",
            "AIPL1",
            "TAF7L",
            "FTCD",
            "AKR1C4",
            "PADI6",
            "LIMS3",
            "SNORA32",
            "LOC254312",
            "ZNF648",
            "UBTFL1",
            "PRSS1",
            "OR52N5",
            "GPR45",
            "OR56A4",
            "SCARNA23",
            "PRAMEF12",
            "FAM194A",
            "DCAF4L1",
            "LMBR1L",
            "ATP5L2",
            "HIST1H2BB",
            "NUAK2",
            "MCAT",
            "LAIR2",
            "TBC1D3G",
            "STRA8",
            "SLC32A1",
            "CRYGB",
            "PROKR1",
            "PIWIL1",
            "RBMY1J",
            "C18orf2",
            "RP1L1",
            "NANOS1",
            "HAPLN2",
            "OPN3",
            "PSG8",
            "GLRA4",
            "MMP17",
            "TRHR",
            "PRAMEF13",
            "SNORA5A",
            "TTTY1B",
            "CDRT15",
            "ANKRD5",
            "GRIA3",
            "DEM1",
            "SLC26A4",
            "SLC17A7",
            "ACO2",
            "GDNF",
            "FAM71F1",
            "C12orf40",
            "ZNF605",
            "TMEM179",
            "RALYL",
            "TCTN2",
            "PCDHGA4",
            "FAM138D",
            "SPEM1",
            "GOLGA6C",
            "NQO2",
            "UPF0639",
            "XCR1",
            "ARL5A",
            "NKPD1",
            "CRLF1",
            "FOXD4L5",
            "C15orf43",
            "NR1I3",
            "TAL2",
            "TAC4",
            "C5",
            "ZNF491",
            "FER1L6",
            "GTF2H2C",
            "HS3ST3B1",
            "PGPEP1L",
            "?|442388",
            "ANKRD32",
            "C22orf24",
            "CH25H",
            "C1orf70",
            "ARMS2",
            "MAGEB10",
            "LOC100131691",
            "C9orf79",
            "LCT",
            "HILS1",
            "LOC654342",
            "MEPE",
            "TAF8",
            "VSTM1",
            "MAGEB1",
            "KRT39",
            "LIM2",
            "GRIN2A",
            "LOC285401",
            "HBZ",
            "TAS2R30",
            "TSPAN16",
            "CT47A7",
            "C2orf61",
            "TUBAL3",
            "SCHIP1",
            "ZSCAN5A",
            "CACNG7",
            "ALG11",
            "OR10Q1",
            "PRPS1L1",
            "LOC100132288",
            "DNAJC27",
            "SLC22A16",
            "TMX4",
            "IL1RL2",
            "WDR91",
            "MYL7",
            "GCK",
            "NCRNA00110",
            "RPSAP52",
            "C14orf39",
            "CFHR1",
            "DGAT2L6",
            "OR2T10",
            "IL17F",
            "LOC441601",
            "RNASE12",
            "ZNF544",
            "TMEM14E",
            "SLN",
            "FLJ42393",
            "EIF4E1B",
            "C1orf201",
            "C2orf39",
            "PLIN1",
            "WASH5P",
            "DEFB108B",
            "BRD7",
            "OR10A6",
            "GRXCR2",
            "FSTL5",
            "ACSS2",
            "LOC154822",
            "ADAM29",
            "PRKCG",
            "ZNF784",
            "SLC17A1",
            "UNC93A",
            "DAOA"
        ],
        "Coefficient": [
            3.892611362326275,
            -3.14588385285452,
            3.131318601591529,
            -3.0330893622378565,
            2.614008425714566,
            2.504974825211475,
            2.3937636823820925,
            -2.3824186370675915,
            2.2371038319168797,
            2.1759280861705963,
            -2.1323796470985785,
            -2.0882540651939063,
            -2.0692184398057867,
            -1.9662036929248974,
            -1.950659102653855,
            1.8329594895914592,
            1.7532284260929691,
            -1.720782444657578,
            1.7186557929091029,
            -1.7169691974933667,
            1.714546854402101,
            1.573899736909438,
            1.5668148041904246,
            -1.5539819513329793,
            -1.499715008117943,
            -1.486314382875864,
            1.4712508183450272,
            1.399132984104589,
            1.3868117557143302,
            -1.3528381489093066,
            1.3222485273991624,
            -1.3214548130062305,
            1.2475387367152715,
            1.2196350135843943,
            -1.2182336972023051,
            1.2055470667396246,
            -1.190191033129052,
            -1.1779746291945616,
            -1.1565031491511029,
            -1.121550488561565,
            1.101481498470259,
            1.0869650631226833,
            1.078312674207329,
            1.0649158587497563,
            -1.0532058218301021,
            1.0460382662885594,
            -1.02380237935299,
            1.0195901985596956,
            1.0049644286502217,
            -0.9871805610140031,
            -0.9866563391592942,
            -0.9853562532576772,
            0.9647244182554852,
            0.961029891434478,
            -0.9525190221765936,
            -0.9516211080159264,
            -0.9477487890547311,
            0.9227626654495454,
            0.9154362525494172,
            0.9075198331852714,
            -0.906132780116226,
            0.9055545247432472,
            -0.903702709030595,
            -0.9017747541991427,
            0.873580947598522,
            0.8665830426628126,
            0.8605542103845409,
            0.8550456969129361,
            0.8411709902390906,
            0.8383378651530076,
            0.8315379371084024,
            0.8238662371060617,
            -0.8066058321870992,
            -0.8047623959633117,
            -0.8045763289971155,
            0.7995082151410107,
            0.7989124544511429,
            -0.785247617331518,
            -0.785014750640781,
            0.7585336332593765,
            0.7585113703597186,
            0.7442163059267998,
            -0.7366246167079777,
            0.722775088250246,
            0.7199710524458305,
            0.7140185873787527,
            -0.71212905531288,
            0.7109384612987732,
            0.7035175682348577,
            -0.6950787995803009,
            0.6937215748865785,
            0.676776470950719,
            -0.6744264410968339,
            -0.6581423056665093,
            -0.6539574475149246,
            0.653478774227862,
            0.6459382554431636,
            -0.6398213336693336,
            0.6364123390758261,
            -0.633170269187948,
            -0.6328267237398963,
            -0.6319455222917743,
            -0.6282068627921179,
            -0.6237293825335839,
            -0.6201924311991611,
            0.6041700343064145,
            0.6019752289039652,
            -0.5944689170377804,
            0.5936021102049014,
            -0.5932599531126823,
            0.5915607833474388,
            -0.5875626150947756,
            0.5788548695922294,
            0.575894166190707,
            -0.5696543096938865,
            -0.5627273688901521,
            0.55581683858055,
            0.552327482117167,
            0.5420613450619701,
            -0.5366774341370514,
            -0.5334912428300268,
            -0.531475843664346,
            -0.5303001293696208,
            -0.508309817026277,
            0.5023522615785065,
            -0.4943169640644363,
            0.4940333405063511,
            0.4911776225903483,
            0.4903212462030638,
            0.46945420515324027,
            0.4693806996643936,
            0.4640545447607078,
            0.45533649964869677,
            0.4553266716196046,
            0.45336194153787807,
            -0.44390415612322376,
            0.43390610166775256,
            0.4227705849357622,
            0.4218128534436268,
            0.421623320696246,
            -0.41841118134567507,
            -0.4167831033812394,
            0.4150342028098453,
            0.41376832400676644,
            0.40164326826096325,
            -0.3900032402577681,
            0.38332302712783123,
            -0.38284198556606813,
            0.37817750425374874,
            0.376857036935871,
            -0.3689099052802913,
            -0.3679247896065172,
            0.36773398661992845,
            0.3597613560493751,
            0.35908269827594264,
            0.3507362642419279,
            0.35029914705613074,
            -0.34428623579791584,
            0.3373784324667792,
            0.33704131989131625,
            0.3341463565129464,
            -0.3282356634692906,
            0.32645947427975647,
            0.3239674750554694,
            0.32162203482028096,
            -0.3206110648463812,
            0.3151901875300187,
            0.3127886927058685,
            0.3106977794155152,
            -0.3104982763362258,
            0.3090098168967889,
            0.3051647507766922,
            -0.3038860245624389,
            -0.3015261129602176,
            0.2998211934939446,
            -0.2996440762048561,
            -0.29724982795366683,
            0.2944575707621655,
            0.2941659526226829,
            0.2921580640951959,
            -0.29205007116964754,
            -0.2854452591980619,
            0.2833173417247003,
            -0.280769924975452,
            0.2778097254600307,
            -0.2762094606413027,
            0.2630656490202076,
            0.2559681095779739,
            0.25532517567340407,
            -0.2543751621095646,
            0.23794274639945784,
            -0.2365873879529903,
            -0.2344344184583869,
            0.2277642711428651,
            -0.22269131696149966,
            0.21862068180141833,
            -0.2164718393622135,
            -0.21399289871642546,
            -0.21386884049720392,
            0.21317111979217582,
            0.20905583852134965,
            0.20902216718995048,
            -0.2055420529313457,
            0.20305423047364354,
            -0.2027558853861076,
            0.19869071408004615,
            -0.19830211640634127,
            -0.19785852306676177,
            0.19664040910512887,
            0.19522236831738105,
            0.19138787902972595,
            0.18866794405135037,
            -0.18682613732189884,
            -0.18382780855139882,
            0.18251072434826346,
            -0.1823192163012083,
            -0.17106513274685023,
            -0.1658400455953508,
            -0.1620785256473939,
            0.16178479813089322,
            0.1596562799184332,
            0.1587803005508234,
            -0.15813549986017786,
            -0.15812267742313596,
            -0.1489171049826592,
            0.1478709917789655,
            -0.1433242672045368,
            0.14303242735417362,
            0.1411491631842183,
            -0.13892048333214543,
            0.13836837265539545,
            0.13768585828258,
            0.1376493043486898,
            0.13563943568650155,
            0.1335988775420771,
            -0.13221275634832186,
            -0.1315580004220273,
            0.12996943002981307,
            0.12901077026501737,
            -0.12738280103938723,
            -0.1263057990881077,
            0.12442992548006633,
            0.12362818645505484,
            0.12350473541013123,
            0.11801968276157769,
            0.11792698828804786,
            0.11439917324918761,
            0.11045699477882095,
            -0.10812049182062528,
            0.10643313609782623,
            0.10613518444801437,
            0.10333116668120393,
            0.10223647468068804,
            0.09941012442474856,
            0.09832963641646951,
            0.0976537991969171,
            0.09631887694751941,
            0.09529146116438521,
            0.0952368626692054,
            0.09430526361825169,
            0.09300306359849986,
            -0.09165764602123398,
            -0.08865840076538885,
            0.0868498657359869,
            -0.08565705271683946,
            -0.07986211739362768,
            -0.07324687243027607,
            -0.07307751885206223,
            0.07286156567317803,
            0.07206818286402707,
            0.07179944144282124,
            0.07106727101126736,
            0.06933264277439505,
            0.0673855277493917,
            -0.06539982172062112,
            -0.06274650773595035,
            -0.06044004287069407,
            0.05829968722341149,
            0.054060428600611915,
            0.05405989119758991,
            0.053355343162519074,
            -0.05277552315980566,
            0.051194860905706845,
            0.04945039459647063,
            0.04785589633664799,
            0.04580028612286352,
            -0.04480074062264165,
            -0.03244168005330004,
            0.03005988758550312,
            0.02515179385934806,
            -0.024859054890970594,
            0.023329678727322445,
            -0.01830254696673157,
            0.01809897092808459,
            -0.015536369702200023,
            0.011514752297785986,
            0.010341611784094352,
            0.01010802781783394,
            0.00976194934487121,
            -0.006250876802447082,
            -0.004365969876486792,
            0.0011225231570096777
        ],
        "Absolute Coefficient": [
            3.892611362326275,
            3.14588385285452,
            3.131318601591529,
            3.0330893622378565,
            2.614008425714566,
            2.504974825211475,
            2.3937636823820925,
            2.3824186370675915,
            2.2371038319168797,
            2.1759280861705963,
            2.1323796470985785,
            2.0882540651939063,
            2.0692184398057867,
            1.9662036929248974,
            1.950659102653855,
            1.8329594895914592,
            1.7532284260929691,
            1.720782444657578,
            1.7186557929091029,
            1.7169691974933667,
            1.714546854402101,
            1.573899736909438,
            1.5668148041904246,
            1.5539819513329793,
            1.499715008117943,
            1.486314382875864,
            1.4712508183450272,
            1.399132984104589,
            1.3868117557143302,
            1.3528381489093066,
            1.3222485273991624,
            1.3214548130062305,
            1.2475387367152715,
            1.2196350135843943,
            1.2182336972023051,
            1.2055470667396246,
            1.190191033129052,
            1.1779746291945616,
            1.1565031491511029,
            1.121550488561565,
            1.101481498470259,
            1.0869650631226833,
            1.078312674207329,
            1.0649158587497563,
            1.0532058218301021,
            1.0460382662885594,
            1.02380237935299,
            1.0195901985596956,
            1.0049644286502217,
            0.9871805610140031,
            0.9866563391592942,
            0.9853562532576772,
            0.9647244182554852,
            0.961029891434478,
            0.9525190221765936,
            0.9516211080159264,
            0.9477487890547311,
            0.9227626654495454,
            0.9154362525494172,
            0.9075198331852714,
            0.906132780116226,
            0.9055545247432472,
            0.903702709030595,
            0.9017747541991427,
            0.873580947598522,
            0.8665830426628126,
            0.8605542103845409,
            0.8550456969129361,
            0.8411709902390906,
            0.8383378651530076,
            0.8315379371084024,
            0.8238662371060617,
            0.8066058321870992,
            0.8047623959633117,
            0.8045763289971155,
            0.7995082151410107,
            0.7989124544511429,
            0.785247617331518,
            0.785014750640781,
            0.7585336332593765,
            0.7585113703597186,
            0.7442163059267998,
            0.7366246167079777,
            0.722775088250246,
            0.7199710524458305,
            0.7140185873787527,
            0.71212905531288,
            0.7109384612987732,
            0.7035175682348577,
            0.6950787995803009,
            0.6937215748865785,
            0.676776470950719,
            0.6744264410968339,
            0.6581423056665093,
            0.6539574475149246,
            0.653478774227862,
            0.6459382554431636,
            0.6398213336693336,
            0.6364123390758261,
            0.633170269187948,
            0.6328267237398963,
            0.6319455222917743,
            0.6282068627921179,
            0.6237293825335839,
            0.6201924311991611,
            0.6041700343064145,
            0.6019752289039652,
            0.5944689170377804,
            0.5936021102049014,
            0.5932599531126823,
            0.5915607833474388,
            0.5875626150947756,
            0.5788548695922294,
            0.575894166190707,
            0.5696543096938865,
            0.5627273688901521,
            0.55581683858055,
            0.552327482117167,
            0.5420613450619701,
            0.5366774341370514,
            0.5334912428300268,
            0.531475843664346,
            0.5303001293696208,
            0.508309817026277,
            0.5023522615785065,
            0.4943169640644363,
            0.4940333405063511,
            0.4911776225903483,
            0.4903212462030638,
            0.46945420515324027,
            0.4693806996643936,
            0.4640545447607078,
            0.45533649964869677,
            0.4553266716196046,
            0.45336194153787807,
            0.44390415612322376,
            0.43390610166775256,
            0.4227705849357622,
            0.4218128534436268,
            0.421623320696246,
            0.41841118134567507,
            0.4167831033812394,
            0.4150342028098453,
            0.41376832400676644,
            0.40164326826096325,
            0.3900032402577681,
            0.38332302712783123,
            0.38284198556606813,
            0.37817750425374874,
            0.376857036935871,
            0.3689099052802913,
            0.3679247896065172,
            0.36773398661992845,
            0.3597613560493751,
            0.35908269827594264,
            0.3507362642419279,
            0.35029914705613074,
            0.34428623579791584,
            0.3373784324667792,
            0.33704131989131625,
            0.3341463565129464,
            0.3282356634692906,
            0.32645947427975647,
            0.3239674750554694,
            0.32162203482028096,
            0.3206110648463812,
            0.3151901875300187,
            0.3127886927058685,
            0.3106977794155152,
            0.3104982763362258,
            0.3090098168967889,
            0.3051647507766922,
            0.3038860245624389,
            0.3015261129602176,
            0.2998211934939446,
            0.2996440762048561,
            0.29724982795366683,
            0.2944575707621655,
            0.2941659526226829,
            0.2921580640951959,
            0.29205007116964754,
            0.2854452591980619,
            0.2833173417247003,
            0.280769924975452,
            0.2778097254600307,
            0.2762094606413027,
            0.2630656490202076,
            0.2559681095779739,
            0.25532517567340407,
            0.2543751621095646,
            0.23794274639945784,
            0.2365873879529903,
            0.2344344184583869,
            0.2277642711428651,
            0.22269131696149966,
            0.21862068180141833,
            0.2164718393622135,
            0.21399289871642546,
            0.21386884049720392,
            0.21317111979217582,
            0.20905583852134965,
            0.20902216718995048,
            0.2055420529313457,
            0.20305423047364354,
            0.2027558853861076,
            0.19869071408004615,
            0.19830211640634127,
            0.19785852306676177,
            0.19664040910512887,
            0.19522236831738105,
            0.19138787902972595,
            0.18866794405135037,
            0.18682613732189884,
            0.18382780855139882,
            0.18251072434826346,
            0.1823192163012083,
            0.17106513274685023,
            0.1658400455953508,
            0.1620785256473939,
            0.16178479813089322,
            0.1596562799184332,
            0.1587803005508234,
            0.15813549986017786,
            0.15812267742313596,
            0.1489171049826592,
            0.1478709917789655,
            0.1433242672045368,
            0.14303242735417362,
            0.1411491631842183,
            0.13892048333214543,
            0.13836837265539545,
            0.13768585828258,
            0.1376493043486898,
            0.13563943568650155,
            0.1335988775420771,
            0.13221275634832186,
            0.1315580004220273,
            0.12996943002981307,
            0.12901077026501737,
            0.12738280103938723,
            0.1263057990881077,
            0.12442992548006633,
            0.12362818645505484,
            0.12350473541013123,
            0.11801968276157769,
            0.11792698828804786,
            0.11439917324918761,
            0.11045699477882095,
            0.10812049182062528,
            0.10643313609782623,
            0.10613518444801437,
            0.10333116668120393,
            0.10223647468068804,
            0.09941012442474856,
            0.09832963641646951,
            0.0976537991969171,
            0.09631887694751941,
            0.09529146116438521,
            0.0952368626692054,
            0.09430526361825169,
            0.09300306359849986,
            0.09165764602123398,
            0.08865840076538885,
            0.0868498657359869,
            0.08565705271683946,
            0.07986211739362768,
            0.07324687243027607,
            0.07307751885206223,
            0.07286156567317803,
            0.07206818286402707,
            0.07179944144282124,
            0.07106727101126736,
            0.06933264277439505,
            0.0673855277493917,
            0.06539982172062112,
            0.06274650773595035,
            0.06044004287069407,
            0.05829968722341149,
            0.054060428600611915,
            0.05405989119758991,
            0.053355343162519074,
            0.05277552315980566,
            0.051194860905706845,
            0.04945039459647063,
            0.04785589633664799,
            0.04580028612286352,
            0.04480074062264165,
            0.03244168005330004,
            0.03005988758550312,
            0.02515179385934806,
            0.024859054890970594,
            0.023329678727322445,
            0.01830254696673157,
            0.01809897092808459,
            0.015536369702200023,
            0.011514752297785986,
            0.010341611784094352,
            0.01010802781783394,
            0.00976194934487121,
            0.006250876802447082,
            0.004365969876486792,
            0.0011225231570096777
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 90.36363636363636,
            "precision": 90.68723936613846,
            "recall": 99.59183673469389,
            "f1": 94.9258571641025
        },
        "selection": {
            "precision": 0.6486478229563767,
            "recall": 1.8367346938775513,
            "f1": 0.9584558927951363,
            "jaccard": 0.48217085012010646
        }
    }
}