{
    "significant_genes": {
        "Variable": [
            "SMOC1",
            "DCTD",
            "CYB5D2",
            "MYO5A",
            "TMCC1",
            "GULP1",
            "KRT12",
            "UQCRC2",
            "STK32B",
            "MARCHF7",
            "AMH",
            "F11R",
            "SLURP1",
            "AASDHPPT",
            "ADCK2",
            "FGF12",
            "ZDHHC4",
            "UTRN",
            "CSPG4",
            "GFAP",
            "C1RL",
            "SMAD6",
            "TBL1X",
            "COQ2",
            "ARRB1",
            "COMMD7",
            "NCOR1",
            "KDM5B",
            "CBX4",
            "DHRS7",
            "ADGRL1",
            "KMT2C",
            "ALDH1L1",
            "NDRG3",
            "KCNJ4",
            "BICD2",
            "GPRC5C",
            "PRPF18",
            "BOK",
            "PTGS1",
            "URI1",
            "ITGB1BP1",
            "GATA3",
            "SLC30A9",
            "ERF",
            "SUN1",
            "PRKAG1",
            "PRKCE",
            "H1-2",
            "ERGIC3",
            "PARVA",
            "CUL1",
            "ALG2",
            "LTK",
            "TMEM147",
            "SOX30",
            "TINCR",
            "LINC01547",
            "NAGA",
            "LIN7C",
            "CLN6",
            "PON2",
            "NCAPG2",
            "MLLT11",
            "ELF4",
            "RIOX2",
            "NOS1",
            "HARS2",
            "PMM2",
            "ARIH2",
            "ZBTB7B",
            "ST14",
            "SNTB1",
            "CMTM8",
            "QSOX1",
            "ZNF117",
            "PAX1",
            "FBXO25",
            "BRD4",
            "UCP2",
            "GTF3C5",
            "ENPP1",
            "GPR137B",
            "ARRDC3",
            "GNB4",
            "PIK3C3",
            "TM9SF4",
            "STRIP1",
            "CLDND2",
            "RNF168",
            "IPO11",
            "ZSCAN9",
            "CDON",
            "TOB1",
            "SPTAN1",
            "NECTIN2",
            "SNIP1",
            "PIGX",
            "DXO",
            "F3",
            "NOCT",
            "IRF3",
            "HSDL1",
            "PCED1A",
            "SGTA",
            "NDE1",
            "TNPO2",
            "TNR",
            "HYAL1",
            "RAB2B",
            "MRPL33",
            "LHB",
            "DUS3L",
            "BLTP2",
            "RNH1",
            "POLR1A",
            "CCAR1",
            "STN1",
            "BOD1",
            "NUP54",
            "TRIM8",
            "RIMKLB",
            "GHRH",
            "R3HCC1L",
            "ETV4",
            "CREB5",
            "PHF2",
            "POU2AF1",
            "CYP4F11",
            "PRKACA",
            "LMBR1",
            "FDFT1",
            "SPG11",
            "RABAC1",
            "AGR2",
            "GOLPH3",
            "DUSP10",
            "PWP1",
            "PEX14",
            "NDUFS4",
            "CBFA2T3",
            "BTN2A1",
            "DPP3",
            "SEZ6",
            "DTWD2",
            "NDRG2",
            "MUC7",
            "FMNL2",
            "CEP57L1",
            "NR2C1",
            "DCD",
            "ITPKB",
            "KLC2",
            "PPP6R1",
            "IL1R2",
            "RNF207",
            "MARK3",
            "MPC1",
            "JUNB",
            "TSSK4",
            "USP3"
        ],
        "Coefficient": [
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            0.02636646991489674,
            -0.01909578441256269,
            -0.018820719136044953,
            -0.017207639989017497,
            0.01715398182198375,
            -0.016234410217921186,
            0.015184407584212559,
            -0.01515834832218706,
            -0.014955709101423345,
            0.014727180374907386,
            -0.014205632915412807,
            -0.01420378556250475,
            0.013615676280185991,
            -0.013482928610181853,
            0.012989399243677735,
            0.012899423213636454,
            0.012379993039750044,
            -0.012270570153962164,
            -0.012256765101201068,
            -0.011874409072814295,
            0.01180319354516087,
            0.011519625954137967,
            -0.011373840110669489,
            -0.011268663631212983,
            -0.010867082626675144,
            -0.01085533447035777,
            0.010628038504552706,
            -0.01053093540663654,
            0.010335200624255749,
            0.010229856811737742,
            0.010035418870063463,
            -0.010014120752719746,
            -0.009911638574334138,
            0.009843918378298958,
            -0.009223309459638602,
            0.009098750635853433,
            -0.008701568152963544,
            -0.008662594243950262,
            0.00859833892728095,
            0.008548697686108084,
            -0.008094927947686747,
            -0.00802726870736539,
            0.007957494882275259,
            0.007690528817432397,
            -0.007622953340931584,
            0.007199158283560212,
            0.0071990925609269184,
            -0.007180821012256721,
            -0.00703761618849607,
            0.006776245059990098,
            0.006502102754538031,
            0.006459877581893868,
            0.006399179667808498,
            0.006150236752607788,
            -0.0059454880439571865,
            -0.005890513073438033,
            0.0056623137693626495,
            0.00564553660661909,
            0.005608775588795505,
            -0.005514033301206378,
            0.005436515024349586,
            0.005366932013556863,
            -0.005290683173118041,
            -0.005178617686322019,
            -0.005169881720796583,
            -0.004956730690101387,
            0.004954729874703959,
            0.004699114801016401,
            0.004697733758070572,
            0.004631267137416827,
            0.004543184926691989,
            0.004520193105687627,
            -0.004436444566671351,
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            0.0042233202126342505,
            -0.004184464032227669,
            0.004109185697346958,
            -0.003824492492143231,
            0.003768751546276964,
            0.003766625831419753,
            0.003740862191771504,
            0.0037246086735855605,
            0.003673949337821984,
            -0.0034417907317071863,
            -0.0033022633485700016,
            -0.0031627206698845783,
            0.002960762248193542,
            0.002959446548967889,
            -0.002952225557980378,
            -0.002813028676896136,
            -0.002672809539114003,
            -0.0026719073032981364,
            0.0026361918046021865,
            -0.002597818770278526,
            -0.002562738524105392,
            0.002541655936990622,
            0.0025302473273192314,
            -0.0025154652887719297,
            0.002396125516221417,
            -0.002384952460304907,
            -0.0023325876457594365,
            -0.0022377782946391388,
            -0.0022315687508573543,
            0.0021254641223250104,
            0.002041909136131491,
            0.0019206410504239136,
            0.0018659250996825398,
            0.0018437109024718767,
            0.001820077218633476,
            0.00179730933335964,
            0.001670422725175685,
            -0.0016147837207130197,
            -0.0015465253381909813,
            0.0015078102939225012,
            -0.0014853466378571282,
            0.0014027554660282953,
            0.0013742294094721166,
            0.0013421729874609643,
            0.0013415052917657667,
            0.0013164696388579897,
            -0.0012759066258930403,
            -0.0011581852523503157,
            -0.0011291306372499393,
            -0.0011115290987993654,
            0.0011008648371492963,
            0.001028815593547474,
            0.0010119762675113633,
            0.0009747649140280965,
            0.0009629179841568371,
            -0.0009435784415885545,
            -0.0008920530217757912,
            0.000885039298406253,
            -0.0008485052630763653,
            0.0007772467378691088,
            -0.000767072551910308,
            -0.0007486394929628181,
            0.0007465846598499204,
            -0.0006922651944021834,
            -0.0006678125462167587,
            0.000656066969376109,
            0.0006528425367425937,
            0.000581832726418389,
            0.0005633145254047908,
            0.000490241938616329,
            -0.0004753771078002441,
            -0.0004376718829384149,
            0.0003988428480267634,
            -0.00039753191191723347,
            0.00036500987198203287,
            0.0003329086088162163,
            0.0002928424757933381,
            -0.0002580907239992422,
            -0.00014320801166266826,
            0.00010206272540984619,
            9.815400769706823e-05,
            9.179574328621103e-05,
            6.862214080536481e-05,
            -5.531666472424231e-05,
            -3.458373344867659e-05
        ],
        "Absolute Coefficient": [
            0.0321786910077236,
            0.027729855542169737,
            0.02636646991489674,
            0.01909578441256269,
            0.018820719136044953,
            0.017207639989017497,
            0.01715398182198375,
            0.016234410217921186,
            0.015184407584212559,
            0.01515834832218706,
            0.014955709101423345,
            0.014727180374907386,
            0.014205632915412807,
            0.01420378556250475,
            0.013615676280185991,
            0.013482928610181853,
            0.012989399243677735,
            0.012899423213636454,
            0.012379993039750044,
            0.012270570153962164,
            0.012256765101201068,
            0.011874409072814295,
            0.01180319354516087,
            0.011519625954137967,
            0.011373840110669489,
            0.011268663631212983,
            0.010867082626675144,
            0.01085533447035777,
            0.010628038504552706,
            0.01053093540663654,
            0.010335200624255749,
            0.010229856811737742,
            0.010035418870063463,
            0.010014120752719746,
            0.009911638574334138,
            0.009843918378298958,
            0.009223309459638602,
            0.009098750635853433,
            0.008701568152963544,
            0.008662594243950262,
            0.00859833892728095,
            0.008548697686108084,
            0.008094927947686747,
            0.00802726870736539,
            0.007957494882275259,
            0.007690528817432397,
            0.007622953340931584,
            0.007199158283560212,
            0.0071990925609269184,
            0.007180821012256721,
            0.00703761618849607,
            0.006776245059990098,
            0.006502102754538031,
            0.006459877581893868,
            0.006399179667808498,
            0.006150236752607788,
            0.0059454880439571865,
            0.005890513073438033,
            0.0056623137693626495,
            0.00564553660661909,
            0.005608775588795505,
            0.005514033301206378,
            0.005436515024349586,
            0.005366932013556863,
            0.005290683173118041,
            0.005178617686322019,
            0.005169881720796583,
            0.004956730690101387,
            0.004954729874703959,
            0.004699114801016401,
            0.004697733758070572,
            0.004631267137416827,
            0.004543184926691989,
            0.004520193105687627,
            0.004436444566671351,
            0.0043492902281265745,
            0.0042233202126342505,
            0.004184464032227669,
            0.004109185697346958,
            0.003824492492143231,
            0.003768751546276964,
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            0.003740862191771504,
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            0.0031627206698845783,
            0.002960762248193542,
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            0.002952225557980378,
            0.002813028676896136,
            0.002672809539114003,
            0.0026719073032981364,
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            0.002541655936990622,
            0.0025302473273192314,
            0.0025154652887719297,
            0.002396125516221417,
            0.002384952460304907,
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            0.0022377782946391388,
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            0.0021254641223250104,
            0.002041909136131491,
            0.0019206410504239136,
            0.0018659250996825398,
            0.0018437109024718767,
            0.001820077218633476,
            0.00179730933335964,
            0.001670422725175685,
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            0.0015465253381909813,
            0.0015078102939225012,
            0.0014853466378571282,
            0.0014027554660282953,
            0.0013742294094721166,
            0.0013421729874609643,
            0.0013415052917657667,
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            0.0011008648371492963,
            0.001028815593547474,
            0.0010119762675113633,
            0.0009747649140280965,
            0.0009629179841568371,
            0.0009435784415885545,
            0.0008920530217757912,
            0.000885039298406253,
            0.0008485052630763653,
            0.0007772467378691088,
            0.000767072551910308,
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            0.0007465846598499204,
            0.0006922651944021834,
            0.0006678125462167587,
            0.000656066969376109,
            0.0006528425367425937,
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            0.0005633145254047908,
            0.000490241938616329,
            0.0004753771078002441,
            0.0004376718829384149,
            0.0003988428480267634,
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            9.815400769706823e-05,
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            6.862214080536481e-05,
            5.531666472424231e-05,
            3.458373344867659e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 95.49295774647888,
            "precision": 70.0,
            "recall": 31.666666666666664,
            "f1": 41.33333333333333
        },
        "selection": {
            "precision": 0.14084507042253522,
            "recall": 2.0,
            "f1": 0.2631578947368421,
            "jaccard": 0.13245033112582782
        }
    }
}