{
    "significant_genes": {
        "Variable": [
            "IFRD2",
            "CASC5",
            "FAM24A",
            "LILRA3",
            "KRTAP21-1",
            "SPATS2L",
            "CNGA3",
            "SYNM",
            "TRBV27",
            "SYCP2L",
            "GSDMB",
            "RNASE3",
            "RMDN3",
            "CDKN2B-AS1",
            "RP11-1L12",
            "PTPDC1",
            "CTD-2639E6",
            "HEXDC",
            "TMEM45A",
            "FLJ31715",
            "TMEM242",
            "CCL4",
            "YEATS2",
            "EIF3CL",
            "FNDC1",
            "CCT6P1",
            "HIVEP3",
            "SLCO2A1",
            "EPDR1",
            "UBE3B",
            "C10orf113",
            "LTF",
            "CFD",
            "GEM",
            "FBLN5",
            "MRI1",
            "SLC26A4",
            "NEFL",
            "MUC7",
            "ZG16B",
            "FCER1G",
            "PEX6",
            "DNER",
            "CAB39L",
            "NRCAM",
            "VNN1",
            "RAPGEF4",
            "FLJ31356",
            "C20orf85",
            "GPR1-AS",
            "KCTD11",
            "MYL6B",
            "VSIG10",
            "MAGEA9",
            "NGFRAP1",
            "BSPRY",
            "EFNB2",
            "GTF2H2B",
            "MYOC",
            "MGP",
            "TRBV25-1",
            "ERMAP",
            "LIMS3",
            "CAV2",
            "SIK1",
            "KRT77",
            "ZNF625",
            "RP11-796E2",
            "TNRC6C",
            "HERC2P3",
            "LPL",
            "TMEM220",
            "KRT1",
            "CEACAM8",
            "SLC2A6",
            "HIST1H1C",
            "BUB1B",
            "RPH3A",
            "UVSSA",
            "TRAV10",
            "AK098263",
            "ATP7A",
            "CNTF",
            "PLEK",
            "SNX7",
            "ALMS1-IT1",
            "CPVL",
            "TOP1MT",
            "RP13-638C3",
            "SIGLECL1",
            "MCC",
            "GSG2",
            "AJ011981",
            "RALY-AS1",
            "SGSM3",
            "MGC4836",
            "VPS33A",
            "SLC30A10",
            "NAPRT",
            "LYZ",
            "FGF9",
            "PKHD1L1",
            "RIMS3",
            "POMK",
            "PSORS1C3",
            "MIR4697",
            "CABP7",
            "ISM1",
            "INTS4",
            "TCRAVN1",
            "CAND2",
            "RNF175",
            "NDST2",
            "CSN2",
            "CSNK1A1P1",
            "BRS3",
            "COG1",
            "C15orf48",
            "C1orf54",
            "RHEBL1",
            "RP11-29P20",
            "LGALS4",
            "PROX1",
            "MIR4697HG"
        ],
        "Coefficient": [
            -0.06404478564202781,
            -0.060493261441767816,
            -0.05337051268210055,
            -0.05298683572001862,
            0.049941206771228965,
            0.048790838119116775,
            -0.048483031054867454,
            0.04832028639265198,
            -0.04826804849081353,
            -0.043188425265218995,
            -0.042676325641042026,
            0.04183322088099634,
            -0.03892655206960701,
            0.03882742453237735,
            0.03640866109624063,
            0.035937550101003635,
            -0.03485805845848205,
            -0.03435867685869695,
            0.034093488565382496,
            0.03367480193091535,
            0.031721487164883856,
            0.029246676330583563,
            0.029027923734049083,
            0.02845884035438935,
            -0.028116313069112022,
            0.027724091956625865,
            0.027292828475720517,
            -0.027229731651239857,
            0.027072246436694987,
            0.02699559103701702,
            -0.026087468442637804,
            0.025059842650277612,
            0.024450595754577368,
            -0.02410678554207351,
            -0.02377650546143993,
            -0.02330416605105024,
            -0.023172098465324326,
            -0.022954144507046765,
            0.022499644435324945,
            -0.021692878566878866,
            -0.020373980135035923,
            -0.019660229666573218,
            0.019311506710029517,
            0.018889612169367853,
            0.018802065092420914,
            0.018404984291915068,
            0.018178019079630056,
            0.01812774195171602,
            -0.018046971320896506,
            -0.017777851878854105,
            -0.01757670700914956,
            -0.01730602167130877,
            -0.01684489909168187,
            0.01664346407027612,
            -0.016606257242951075,
            0.016297526348234184,
            0.015586225558531605,
            -0.014632260290401832,
            0.014365817390146774,
            0.014110825597414618,
            0.013495228150920184,
            0.012825467780091807,
            -0.012693090876334235,
            -0.012280866012452563,
            0.011649058182260629,
            0.011281174337051612,
            -0.011098751818297206,
            -0.010326608382046692,
            0.010294759415821414,
            0.010185325981557119,
            -0.010155146112456865,
            0.010128474296261358,
            -0.009949417165837355,
            0.00985147415460794,
            -0.009742435019258238,
            0.008705040254348146,
            0.008693200063349558,
            -0.008555143206451074,
            -0.007085123321972227,
            0.006698654161418632,
            0.006474288245880764,
            0.006216897613827952,
            0.006007454902656097,
            -0.005420193541281507,
            0.005396649659214068,
            -0.005231346401258699,
            -0.005108832491144055,
            0.005076912489526062,
            -0.004667401537256223,
            0.00452585412242641,
            0.004459439612093902,
            -0.004438547728653933,
            0.004345973617016838,
            0.004120275630933497,
            0.004117009709335213,
            -0.003760348554860671,
            -0.0037513751568573595,
            0.003553263040448816,
            -0.002956328662812065,
            -0.00275779009744349,
            0.002740890809922249,
            -0.002647520640642181,
            0.002494770251810075,
            -0.0021923966034114143,
            0.0020041430099644645,
            -0.0018722890092923645,
            0.0018351630122034794,
            -0.0017123533466441414,
            -0.0014464887445848373,
            -0.0014204675328475915,
            -0.001384111372624575,
            -0.0012454703523994332,
            0.0008917942512518125,
            0.0006844003572696581,
            -0.0006673867614500953,
            -0.0006541299564759469,
            0.0004328271712096058,
            0.00039061037006955996,
            -0.0002691953884233949,
            -0.00019563629762773296,
            0.00013856767296304296,
            7.329553015514595e-05,
            6.353569092670338e-05,
            -1.0185532336010611e-18
        ],
        "Absolute Coefficient": [
            0.06404478564202781,
            0.060493261441767816,
            0.05337051268210055,
            0.05298683572001862,
            0.049941206771228965,
            0.048790838119116775,
            0.048483031054867454,
            0.04832028639265198,
            0.04826804849081353,
            0.043188425265218995,
            0.042676325641042026,
            0.04183322088099634,
            0.03892655206960701,
            0.03882742453237735,
            0.03640866109624063,
            0.035937550101003635,
            0.03485805845848205,
            0.03435867685869695,
            0.034093488565382496,
            0.03367480193091535,
            0.031721487164883856,
            0.029246676330583563,
            0.029027923734049083,
            0.02845884035438935,
            0.028116313069112022,
            0.027724091956625865,
            0.027292828475720517,
            0.027229731651239857,
            0.027072246436694987,
            0.02699559103701702,
            0.026087468442637804,
            0.025059842650277612,
            0.024450595754577368,
            0.02410678554207351,
            0.02377650546143993,
            0.02330416605105024,
            0.023172098465324326,
            0.022954144507046765,
            0.022499644435324945,
            0.021692878566878866,
            0.020373980135035923,
            0.019660229666573218,
            0.019311506710029517,
            0.018889612169367853,
            0.018802065092420914,
            0.018404984291915068,
            0.018178019079630056,
            0.01812774195171602,
            0.018046971320896506,
            0.017777851878854105,
            0.01757670700914956,
            0.01730602167130877,
            0.01684489909168187,
            0.01664346407027612,
            0.016606257242951075,
            0.016297526348234184,
            0.015586225558531605,
            0.014632260290401832,
            0.014365817390146774,
            0.014110825597414618,
            0.013495228150920184,
            0.012825467780091807,
            0.012693090876334235,
            0.012280866012452563,
            0.011649058182260629,
            0.011281174337051612,
            0.011098751818297206,
            0.010326608382046692,
            0.010294759415821414,
            0.010185325981557119,
            0.010155146112456865,
            0.010128474296261358,
            0.009949417165837355,
            0.00985147415460794,
            0.009742435019258238,
            0.008705040254348146,
            0.008693200063349558,
            0.008555143206451074,
            0.007085123321972227,
            0.006698654161418632,
            0.006474288245880764,
            0.006216897613827952,
            0.006007454902656097,
            0.005420193541281507,
            0.005396649659214068,
            0.005231346401258699,
            0.005108832491144055,
            0.005076912489526062,
            0.004667401537256223,
            0.00452585412242641,
            0.004459439612093902,
            0.004438547728653933,
            0.004345973617016838,
            0.004120275630933497,
            0.004117009709335213,
            0.003760348554860671,
            0.0037513751568573595,
            0.003553263040448816,
            0.002956328662812065,
            0.00275779009744349,
            0.002740890809922249,
            0.002647520640642181,
            0.002494770251810075,
            0.0021923966034114143,
            0.0020041430099644645,
            0.0018722890092923645,
            0.0018351630122034794,
            0.0017123533466441414,
            0.0014464887445848373,
            0.0014204675328475915,
            0.001384111372624575,
            0.0012454703523994332,
            0.0008917942512518125,
            0.0006844003572696581,
            0.0006673867614500953,
            0.0006541299564759469,
            0.0004328271712096058,
            0.00039061037006955996,
            0.0002691953884233949,
            0.00019563629762773296,
            0.00013856767296304296,
            7.329553015514595e-05,
            6.353569092670338e-05,
            1.0185532336010611e-18
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 71.42857142857142,
            "precision": 69.25016160310278,
            "recall": 88.28571428571429,
            "f1": 76.44943019943021
        },
        "selection": {
            "precision": 1.7296108294883221,
            "recall": 0.6060606060606059,
            "f1": 0.8971659634035543,
            "jaccard": 0.45147487600388336
        }
    }
}