{
    "significant_genes": {
        "Variable": [
            "MFSD3",
            "CCDC170",
            "ANKRD20A11P",
            "TTLL7",
            "LTA4H",
            "ENC1",
            "ELAPOR1",
            "PIDD1",
            "NUDC",
            "APBB2",
            "PIK3R2",
            "GUK1",
            "DEFB119",
            "G0S2",
            "TMEM255B",
            "NEFL",
            "MIR9-1",
            "COL4A6",
            "MDS2",
            "DCPS",
            "CCR9",
            "FAM24A",
            "PARD3B",
            "MROH8",
            "PTP4A3",
            "OR10A7",
            "FAM167A-AS1",
            "IL10",
            "IL3RA",
            "ATOH8",
            "HLA-L",
            "DNAI7",
            "TBX6",
            "HLA-DPB2",
            "CEND1",
            "KIAA1656",
            "ZNF20",
            "AKAP12",
            "NEIL1",
            "GSDME",
            "ICA1L",
            "PGM5P2",
            "SH3D19",
            "LGI4",
            "PALLD",
            "SCG3",
            "ADCK1",
            "HLA-DRB5",
            "MRPL38",
            "CLXN",
            "HLA-DQB1",
            "FOXRED1",
            "ELL3",
            "LRRC43",
            "DERL3",
            "HAND2",
            "C3orf20",
            "EWSAT1",
            "JAKMIP3",
            "SERPINC1",
            "MTNR1B",
            "HTN1",
            "H2BC3",
            "MCAM",
            "ZBTB7C-AS2",
            "TCEAL1",
            "NYAP2",
            "GRK7",
            "TLE6",
            "MYLIP",
            "TGFB2",
            "SLC38A8",
            "CCNA1",
            "CROCC",
            "RAB11FIP3",
            "CD300LD-AS1",
            "RNF17",
            "SIRT4",
            "SLC7A11",
            "ZNF648",
            "TAFA1",
            "DVL2",
            "CACNB2",
            "PPP1R13L",
            "LYG1",
            "LRRC23",
            "VWA5B2",
            "RGS17",
            "POC1A",
            "CYP27A1",
            "IL31RA",
            "STXBP1",
            "SNORD113-4",
            "MFSD9",
            "TXNDC8",
            "MFSD4A",
            "HLA-DQB2",
            "TUBB6",
            "MIR205",
            "GFAP",
            "ZNHIT1",
            "AFAP1L2",
            "MILR1",
            "AREG",
            "RDH5",
            "LRGUK",
            "OR4A16",
            "NBPF22P",
            "CCL8",
            "NAPSA",
            "SIGLEC14",
            "LCT",
            "FKBP9",
            "IFNE",
            "PSMA8",
            "CPA3",
            "C1orf174",
            "DRICH1",
            "OR2A20P",
            "SCGB2A1",
            "SLC1A1",
            "IL31",
            "TXNDC11",
            "CCNI",
            "CSPG4P5",
            "ICAM1",
            "CHGB",
            "MIR140",
            "OR8U1",
            "FAM83B",
            "MT1L",
            "CPT1A",
            "NECAB3",
            "ZNF625",
            "MIR205HG",
            "OR2A9P",
            "OR8U8"
        ],
        "Coefficient": [
            -0.06464567721237992,
            0.0525741887456915,
            -0.051294505782850504,
            -0.04757542252451818,
            0.044906432257055984,
            -0.04389261442020014,
            0.04240917408830002,
            0.041934437193215685,
            0.04119817801224342,
            0.040434189087267654,
            0.04034046642892017,
            0.03897592966557891,
            0.0388589335834545,
            -0.038580363305672376,
            -0.035941357027683085,
            0.034956105328112795,
            0.033879420433732634,
            0.033788020448592505,
            0.03360770062668903,
            -0.033249329156547526,
            -0.033167408087067134,
            0.03316061694600316,
            0.033108866882462354,
            -0.032144921486849824,
            -0.032051970662509095,
            0.0313471106884034,
            0.030052457371960228,
            0.029998032090770718,
            -0.027753462521928063,
            0.027453242480597634,
            0.026007152372096328,
            -0.025799115803886077,
            0.025092313241251638,
            0.02464836470508332,
            -0.02419340606249715,
            0.02400360744462694,
            -0.02361961670592147,
            -0.022771064850195,
            0.022663035745685327,
            0.02247434511954765,
            -0.020624118785453702,
            -0.01998497681990716,
            0.01946970578297883,
            -0.01915798844236569,
            -0.01915771148966777,
            -0.018418791976951607,
            0.018320218856181097,
            0.017823896333119923,
            0.017040081930797715,
            0.01675552423672206,
            0.016675080240857634,
            0.015374717232950294,
            0.01532765583200218,
            0.015031608190599411,
            -0.01499469255263345,
            0.014459361692394826,
            -0.014260618383254152,
            -0.01421248567402429,
            0.013546191127825227,
            -0.01341244896394702,
            -0.012261410209924781,
            0.012061075264547241,
            -0.011683475534905466,
            -0.011636947495380587,
            -0.010790301727009614,
            -0.010746875343627558,
            0.010419347593328824,
            0.010359844571618206,
            -0.010281646353649728,
            -0.009428808286741126,
            -0.009398363300593477,
            -0.00910013358347196,
            -0.008775742507013119,
            0.008255821737107729,
            0.008147895498608886,
            0.00796573076949832,
            -0.007777623773709828,
            -0.007526820934557353,
            -0.007433930183865981,
            -0.007310342514854148,
            0.007263156148225171,
            -0.006835965430350124,
            -0.006757988225019616,
            -0.006723569828859168,
            0.006662698500405024,
            -0.0065819819541855454,
            -0.006483445358735372,
            0.006378586487072869,
            0.006185390908694995,
            0.005620261700476328,
            -0.005536924884868195,
            0.005327864010908522,
            0.004867215579760791,
            -0.004845487991185503,
            -0.004790626140139559,
            0.004578601056024272,
            0.004298499696122296,
            0.004226947223737125,
            0.003990477707976837,
            -0.003948303387149503,
            0.003870553034635095,
            -0.003704761649336075,
            -0.0037030989755259254,
            -0.0035931124881179726,
            0.0035176099728761777,
            0.0034983712292107763,
            -0.0034817865292932604,
            -0.003389475608901872,
            -0.003319898254441981,
            -0.0032093332246740797,
            -0.0031267655701399336,
            0.003030972985333818,
            -0.0029212381134770247,
            0.0028799373267657607,
            0.002765311184454902,
            -0.0027504760265619783,
            0.002670801648841287,
            0.002533852325715678,
            -0.0019279973740694474,
            -0.0019195660950914928,
            -0.0017779763759769058,
            -0.0017572296069209793,
            -0.0017152106153142626,
            0.0015008584947026435,
            0.001374931783050125,
            -0.0007544296630530328,
            -0.0007543692324926914,
            -0.00037187525120712354,
            -0.0002748504159690622,
            9.09368264153055e-05,
            6.865938729358125e-05,
            4.963544920868448e-05,
            -2.1415850909409042e-05,
            -9.694905285459118e-17,
            5.472930403081758e-17,
            -5.472930403081758e-17,
            -2.5019110414088035e-17
        ],
        "Absolute Coefficient": [
            0.06464567721237992,
            0.0525741887456915,
            0.051294505782850504,
            0.04757542252451818,
            0.044906432257055984,
            0.04389261442020014,
            0.04240917408830002,
            0.041934437193215685,
            0.04119817801224342,
            0.040434189087267654,
            0.04034046642892017,
            0.03897592966557891,
            0.0388589335834545,
            0.038580363305672376,
            0.035941357027683085,
            0.034956105328112795,
            0.033879420433732634,
            0.033788020448592505,
            0.03360770062668903,
            0.033249329156547526,
            0.033167408087067134,
            0.03316061694600316,
            0.033108866882462354,
            0.032144921486849824,
            0.032051970662509095,
            0.0313471106884034,
            0.030052457371960228,
            0.029998032090770718,
            0.027753462521928063,
            0.027453242480597634,
            0.026007152372096328,
            0.025799115803886077,
            0.025092313241251638,
            0.02464836470508332,
            0.02419340606249715,
            0.02400360744462694,
            0.02361961670592147,
            0.022771064850195,
            0.022663035745685327,
            0.02247434511954765,
            0.020624118785453702,
            0.01998497681990716,
            0.01946970578297883,
            0.01915798844236569,
            0.01915771148966777,
            0.018418791976951607,
            0.018320218856181097,
            0.017823896333119923,
            0.017040081930797715,
            0.01675552423672206,
            0.016675080240857634,
            0.015374717232950294,
            0.01532765583200218,
            0.015031608190599411,
            0.01499469255263345,
            0.014459361692394826,
            0.014260618383254152,
            0.01421248567402429,
            0.013546191127825227,
            0.01341244896394702,
            0.012261410209924781,
            0.012061075264547241,
            0.011683475534905466,
            0.011636947495380587,
            0.010790301727009614,
            0.010746875343627558,
            0.010419347593328824,
            0.010359844571618206,
            0.010281646353649728,
            0.009428808286741126,
            0.009398363300593477,
            0.00910013358347196,
            0.008775742507013119,
            0.008255821737107729,
            0.008147895498608886,
            0.00796573076949832,
            0.007777623773709828,
            0.007526820934557353,
            0.007433930183865981,
            0.007310342514854148,
            0.007263156148225171,
            0.006835965430350124,
            0.006757988225019616,
            0.006723569828859168,
            0.006662698500405024,
            0.0065819819541855454,
            0.006483445358735372,
            0.006378586487072869,
            0.006185390908694995,
            0.005620261700476328,
            0.005536924884868195,
            0.005327864010908522,
            0.004867215579760791,
            0.004845487991185503,
            0.004790626140139559,
            0.004578601056024272,
            0.004298499696122296,
            0.004226947223737125,
            0.003990477707976837,
            0.003948303387149503,
            0.003870553034635095,
            0.003704761649336075,
            0.0037030989755259254,
            0.0035931124881179726,
            0.0035176099728761777,
            0.0034983712292107763,
            0.0034817865292932604,
            0.003389475608901872,
            0.003319898254441981,
            0.0032093332246740797,
            0.0031267655701399336,
            0.003030972985333818,
            0.0029212381134770247,
            0.0028799373267657607,
            0.002765311184454902,
            0.0027504760265619783,
            0.002670801648841287,
            0.002533852325715678,
            0.0019279973740694474,
            0.0019195660950914928,
            0.0017779763759769058,
            0.0017572296069209793,
            0.0017152106153142626,
            0.0015008584947026435,
            0.001374931783050125,
            0.0007544296630530328,
            0.0007543692324926914,
            0.00037187525120712354,
            0.0002748504159690622,
            9.09368264153055e-05,
            6.865938729358125e-05,
            4.963544920868448e-05,
            2.1415850909409042e-05,
            9.694905285459118e-17,
            5.472930403081758e-17,
            5.472930403081758e-17,
            2.5019110414088035e-17
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 64.28571428571429,
            "precision": 61.898395721925134,
            "recall": 70.97402597402598,
            "f1": 65.47333318386123
        },
        "selection": {
            "precision": 0.5909562918908714,
            "recall": 1.5384615384615383,
            "f1": 0.8536827476672622,
            "jaccard": 0.4320486815415821
        }
    }
}