{
    "significant_genes": {
        "Variable": [
            "COL15A1",
            "TBXA2R",
            "CDH13",
            "OR5B2",
            "LRRN3",
            "MND1",
            "ADRA2B",
            "PLVAP",
            "EPCIP",
            "DIPK2B",
            "MAP2K1",
            "SYT10",
            "CCL23",
            "SLC27A6",
            "AGBL4",
            "SLC26A10P",
            "ASIC2",
            "OR4F17",
            "TEX26",
            "THBS4",
            "LINC00305",
            "PLPPR2",
            "ZAN",
            "TTTY17B",
            "MTHFD1L",
            "CATSPER2",
            "PRORSD1P",
            "LINC02875",
            "EPHB1",
            "GALNT13",
            "RSPH10B2",
            "IFNA8",
            "VPS45",
            "NOL4",
            "LINC03042",
            "PROK2",
            "KRTAP9-4",
            "KRTAP4-11",
            "APLN",
            "PKN3",
            "LINC01553",
            "KRTAP17-1",
            "PRRT3",
            "SOX10",
            "FAM83F",
            "DUSP6",
            "HDAC11",
            "PKD2L2",
            "DHRS7C",
            "GPR83",
            "MS4A5",
            "RFPL1",
            "DBH",
            "FLJ13224",
            "ZNF2",
            "ADCYAP1R1",
            "LRATD1",
            "TTL",
            "KDM4E",
            "PTPRR",
            "TRIB1",
            "STX1A",
            "ZBTB45",
            "FAM163A",
            "CCR9",
            "AMIGO3",
            "MIP",
            "PNP",
            "OR6V1",
            "PGLYRP4",
            "TIGD5",
            "TIMM29",
            "ZNF449",
            "PMS2",
            "C9orf163",
            "OR9G4",
            "ZNF775",
            "POU4F1",
            "POLM",
            "KRT27",
            "PZP",
            "PAK5",
            "CSF3",
            "AMPD1",
            "CAPN11",
            "PHLDA1",
            "PCSK2",
            "WNT9B",
            "CLEC18A",
            "HOXA13",
            "CETP",
            "OR9A4",
            "HPCA",
            "TSPAN7",
            "MAG",
            "ZIC2",
            "GOLGA2P3Y",
            "HEXA-AS1",
            "PRG3",
            "TDRD1",
            "BEST4",
            "SERPINB10",
            "PODNL1",
            "KCNN2",
            "PRIMA1",
            "HMGXB3",
            "TPH2",
            "NVL",
            "SETD4",
            "STC2",
            "ECE1",
            "MRPL42P5",
            "MYO15B",
            "PTCRA",
            "CABIN1",
            "BCAN",
            "AP5Z1",
            "B3GALNT2",
            "TNFRSF25",
            "CHIC2",
            "MKRN3",
            "ANO4",
            "KRTAP1-1",
            "PMS1",
            "EGR3",
            "RASSF10",
            "SIX4",
            "SIX1",
            "TARBP1"
        ],
        "Coefficient": [
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            0.03509265595249244,
            0.022594473431693806,
            -0.018948251570216387,
            0.018791095502726864,
            -0.016237213137738633,
            0.016010782499289222,
            -0.015248267738507345,
            0.014329912921151104,
            -0.014311624862450188,
            -0.01348216232964922,
            -0.013153418453633336,
            -0.011004287583577058,
            -0.010552691716779467,
            0.010046947012637687,
            0.009631335338330814,
            0.009325304075822972,
            -0.008385037018367496,
            0.0079319164002085,
            0.007827822767031867,
            0.00761235677715378,
            -0.007459246484706791,
            0.007312581883297632,
            0.007290686106344371,
            0.007187368773427887,
            0.006796455939065147,
            0.006752519736940439,
            -0.006693719520770577,
            0.006684472823356854,
            -0.006649759314484127,
            -0.006301655687912932,
            0.006297162706500313,
            -0.0059031188837918415,
            0.005649627589803434,
            -0.0055560645388155585,
            0.005283468297231764,
            -0.005144239900604185,
            0.005028117354909589,
            0.0049039335760024385,
            -0.0048929363225493705,
            0.004747563583674721,
            0.004628298604267325,
            -0.0044840015684912,
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            -0.004367913678873635,
            0.004285529112326059,
            0.0042524502216280445,
            -0.004048391179101064,
            -0.004035256445255672,
            -0.0038095681299088967,
            -0.0038094451731283084,
            -0.0035555690251475305,
            0.0033363346385118847,
            0.003212127670055787,
            -0.003171899178219857,
            -0.003153420386222674,
            0.0028087143407709214,
            0.0027361921848746123,
            0.002656993416019884,
            -0.0026508268400085872,
            0.002628402902056628,
            0.002574932349722269,
            -0.002564521593758901,
            -0.0025145572415217255,
            0.002440657826931564,
            -0.0022322857186804295,
            -0.0022008381748731135,
            -0.002144832788134264,
            0.002107770581480472,
            0.0020942762051276882,
            0.002070077982575948,
            0.002064893834484844,
            0.0020196420287931557,
            0.001982858588655685,
            -0.0018520381178282555,
            0.0018357239206402412,
            0.0017878555723954926,
            0.0017784732582926746,
            0.0017658855488167189,
            -0.0017540592861170104,
            -0.0016769439295822302,
            -0.0015537404194479857,
            -0.0015496893276027862,
            0.0015049163091072635,
            -0.0014988129811720323,
            -0.0014205836429759648,
            0.0013375239763486861,
            0.0013291177758003665,
            0.0013043214096275146,
            -0.0012987338432650997,
            0.0012600479155023938,
            0.001205326827426382,
            -0.0011835205521754553,
            -0.0011833375069896194,
            0.001160282082582512,
            0.0010618460952326043,
            0.0010417216554104646,
            -0.0009675936072324564,
            -0.0009372163866124583,
            0.0008297741576841383,
            -0.0007942689325841603,
            0.0007927051521788724,
            -0.000773494760401551,
            -0.000765529503540891,
            0.0007556333389050871,
            -0.0007314344198645691,
            0.000658913677066721,
            0.0005767755723929943,
            0.0005653147655662716,
            -0.0005599712543870224,
            0.0005467321875929497,
            0.0005214183950251369,
            -0.0005024058418873613,
            0.00047964554811608605,
            0.0004676449121957854,
            0.00043972500695117046,
            0.0004240745926787628,
            0.00038887696962159533,
            -0.0003364657642590067,
            0.0003246173191877295,
            0.00025894037891036314,
            -0.00025813873390398683,
            0.00023983061089962585,
            -0.00010169485113853458,
            9.287513257924377e-05,
            8.941631451037509e-05,
            8.578391626149802e-05,
            2.6916721036134024e-07
        ],
        "Absolute Coefficient": [
            0.045499382953571234,
            0.03849442486619983,
            0.03509265595249244,
            0.022594473431693806,
            0.018948251570216387,
            0.018791095502726864,
            0.016237213137738633,
            0.016010782499289222,
            0.015248267738507345,
            0.014329912921151104,
            0.014311624862450188,
            0.01348216232964922,
            0.013153418453633336,
            0.011004287583577058,
            0.010552691716779467,
            0.010046947012637687,
            0.009631335338330814,
            0.009325304075822972,
            0.008385037018367496,
            0.0079319164002085,
            0.007827822767031867,
            0.00761235677715378,
            0.007459246484706791,
            0.007312581883297632,
            0.007290686106344371,
            0.007187368773427887,
            0.006796455939065147,
            0.006752519736940439,
            0.006693719520770577,
            0.006684472823356854,
            0.006649759314484127,
            0.006301655687912932,
            0.006297162706500313,
            0.0059031188837918415,
            0.005649627589803434,
            0.0055560645388155585,
            0.005283468297231764,
            0.005144239900604185,
            0.005028117354909589,
            0.0049039335760024385,
            0.0048929363225493705,
            0.004747563583674721,
            0.004628298604267325,
            0.0044840015684912,
            0.004469791969873324,
            0.004367913678873635,
            0.004285529112326059,
            0.0042524502216280445,
            0.004048391179101064,
            0.004035256445255672,
            0.0038095681299088967,
            0.0038094451731283084,
            0.0035555690251475305,
            0.0033363346385118847,
            0.003212127670055787,
            0.003171899178219857,
            0.003153420386222674,
            0.0028087143407709214,
            0.0027361921848746123,
            0.002656993416019884,
            0.0026508268400085872,
            0.002628402902056628,
            0.002574932349722269,
            0.002564521593758901,
            0.0025145572415217255,
            0.002440657826931564,
            0.0022322857186804295,
            0.0022008381748731135,
            0.002144832788134264,
            0.002107770581480472,
            0.0020942762051276882,
            0.002070077982575948,
            0.002064893834484844,
            0.0020196420287931557,
            0.001982858588655685,
            0.0018520381178282555,
            0.0018357239206402412,
            0.0017878555723954926,
            0.0017784732582926746,
            0.0017658855488167189,
            0.0017540592861170104,
            0.0016769439295822302,
            0.0015537404194479857,
            0.0015496893276027862,
            0.0015049163091072635,
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            0.0014205836429759648,
            0.0013375239763486861,
            0.0013291177758003665,
            0.0013043214096275146,
            0.0012987338432650997,
            0.0012600479155023938,
            0.001205326827426382,
            0.0011835205521754553,
            0.0011833375069896194,
            0.001160282082582512,
            0.0010618460952326043,
            0.0010417216554104646,
            0.0009675936072324564,
            0.0009372163866124583,
            0.0008297741576841383,
            0.0007942689325841603,
            0.0007927051521788724,
            0.000773494760401551,
            0.000765529503540891,
            0.0007556333389050871,
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            0.000658913677066721,
            0.0005767755723929943,
            0.0005653147655662716,
            0.0005599712543870224,
            0.0005467321875929497,
            0.0005214183950251369,
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            0.00047964554811608605,
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            0.00043972500695117046,
            0.0004240745926787628,
            0.00038887696962159533,
            0.0003364657642590067,
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            9.287513257924377e-05,
            8.941631451037509e-05,
            8.578391626149802e-05,
            2.6916721036134024e-07
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 98.57142857142857,
            "precision": 99.71830985915493,
            "recall": 98.66601353724641,
            "f1": 99.18486804378254
        },
        "selection": {
            "precision": 2.2996269701485796,
            "recall": 0.7650273224043717,
            "f1": 1.147299929166735,
            "jaccard": 0.5771997132107598
        }
    }
}