output/regress/Schizophrenia/significant_genes_condition_Breast_Cancer.json

{
    "significant_genes": {
        "Variable": [
            "KDM4D",
            "GRB14",
            "DNAJC28",
            "MED18",
            "USP6NL",
            "KLHL9",
            "GASK1B",
            "SLC12A6",
            "HSPB2",
            "SULF1",
            "CDHR1",
            "POP1",
            "COMT",
            "PAFAH1B2",
            "PSPH",
            "XIAP",
            "ARID5A",
            "LCMT2",
            "A4GALT",
            "ZNF239",
            "VIPR2",
            "PKN1",
            "CRLF3",
            "HMGB2",
            "PLK4",
            "NFX1",
            "CHRNA4",
            "BHMT2",
            "FBXL6",
            "CTR9",
            "PPAN",
            "GAL3ST4",
            "DGKD",
            "PSMD5",
            "NKX2-5",
            "GRIN2D",
            "ARL15",
            "DDX47",
            "IFI35",
            "ALG11",
            "LRRC37BP1",
            "VAX2",
            "SLC12A1",
            "MIR3917",
            "GSTM5",
            "ZC3H14",
            "ZFP2",
            "SLC26A4",
            "PURG",
            "PRKG2",
            "PEX6",
            "EEF1AKMT3",
            "ICAM3",
            "DDX31",
            "LIMK2",
            "LMOD1"
        ],
        "Coefficient": [
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            -0.04733173025519444,
            -0.04204732942504587,
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            -0.03527925926820367,
            0.03279527230979876,
            -0.032591457289141215,
            0.03151642127247281,
            0.030248476923593292,
            0.02898234656460376,
            -0.026961998051899992,
            0.023842170676287477,
            -0.023447245162614334,
            0.023173596223600743,
            -0.022363347701898288,
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            0.02205165635424961,
            -0.019893386850400742,
            0.019061334138504592,
            -0.018241258122698126,
            -0.017275386551572958,
            -0.0158013907600338,
            0.013825155735614013,
            0.013803875274619548,
            -0.012549026854493618,
            -0.011628525540847041,
            -0.010140525425842201,
            0.009833311443944776,
            -0.009784222161908,
            -0.009047551263327862,
            -0.008302509208993497,
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            -0.0070755207133192015,
            0.006767322049831046,
            -0.006299137929489297,
            -0.005582437270824732,
            -0.005009906203077702,
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            -0.004489564204004782,
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            -0.0035771676725196056,
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            -0.0013086436064989571,
            0.0012227645530404243,
            0.000586496342971695,
            0.0003194089191818569,
            6.030392224258849e-05,
            7.5332405005532464e-06,
            2.0822680494670235e-06
        ],
        "Absolute Coefficient": [
            0.1461402685912908,
            0.10783969528776916,
            0.05164206772213212,
            0.04733173025519444,
            0.04204732942504587,
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            0.03279527230979876,
            0.032591457289141215,
            0.03151642127247281,
            0.030248476923593292,
            0.02898234656460376,
            0.026961998051899992,
            0.023842170676287477,
            0.023447245162614334,
            0.023173596223600743,
            0.022363347701898288,
            0.022303441130801183,
            0.02205165635424961,
            0.019893386850400742,
            0.019061334138504592,
            0.018241258122698126,
            0.017275386551572958,
            0.0158013907600338,
            0.013825155735614013,
            0.013803875274619548,
            0.012549026854493618,
            0.011628525540847041,
            0.010140525425842201,
            0.009833311443944776,
            0.009784222161908,
            0.009047551263327862,
            0.008302509208993497,
            0.007766173333404287,
            0.0070755207133192015,
            0.006767322049831046,
            0.006299137929489297,
            0.005582437270824732,
            0.005009906203077702,
            0.004563717842417987,
            0.004489564204004782,
            0.004059237105164218,
            0.0035771676725196056,
            0.0031466218552945,
            0.0026118786710217046,
            0.0015956940489130521,
            0.0013086436064989571,
            0.0012227645530404243,
            0.000586496342971695,
            0.0003194089191818569,
            6.030392224258849e-05,
            7.5332405005532464e-06,
            2.0822680494670235e-06
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 68.57142857142858,
            "precision": 68.33333333333333,
            "recall": 71.66666666666666,
            "f1": 68.14285714285714
        },
        "selection": {
            "precision": 4.195695669572176,
            "recall": 0.43478260869565216,
            "f1": 0.787731112045025,
            "jaccard": 0.39557618160200125
        }
    }
}