output/regress/Alzheimers_Disease/significant_genes_condition_Gender.json

{
    "significant_genes": {
        "Variable": [
            "KATNIP",
            "CMTM4",
            "GABBR1",
            "RBPJ",
            "NEDD8",
            "DCAF1",
            "TOP1MT",
            "PLCB1",
            "MZF1",
            "SPAG1",
            "ENAH",
            "IGFBP5",
            "UCN2",
            "PSTPIP1",
            "VGF",
            "BPTF",
            "MEGF8",
            "ZNF438",
            "TBCA",
            "BRD10",
            "FLT3LG",
            "PAWR",
            "DDX39A"
        ],
        "Coefficient": [
            0.07063167870887518,
            0.050952438973082055,
            -0.03570448382281423,
            0.02662834614727271,
            -0.025240864996715292,
            0.018854815602936198,
            0.01694868843078667,
            -0.015311772069385941,
            0.014763495270450603,
            0.014662959122003173,
            0.014115124953633795,
            0.013527077148671853,
            0.01267820270085085,
            0.011639216583225512,
            -0.009698850343618257,
            0.009588528536635192,
            0.006849714507067571,
            0.0064644116069206775,
            -0.004782592263649885,
            0.0038655914518788406,
            0.0024157478485462166,
            0.0005891712539972961,
            0.0005523539720283674
        ],
        "Absolute Coefficient": [
            0.07063167870887518,
            0.050952438973082055,
            0.03570448382281423,
            0.02662834614727271,
            0.025240864996715292,
            0.018854815602936198,
            0.01694868843078667,
            0.015311772069385941,
            0.014763495270450603,
            0.014662959122003173,
            0.014115124953633795,
            0.013527077148671853,
            0.01267820270085085,
            0.011639216583225512,
            0.009698850343618257,
            0.009588528536635192,
            0.006849714507067571,
            0.0064644116069206775,
            0.004782592263649885,
            0.0038655914518788406,
            0.0024157478485462166,
            0.0005891712539972961,
            0.0005523539720283674
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 84.10256410256412,
            "precision": 85.5,
            "recall": 83.54636591478695,
            "f1": 83.93147502903602
        },
        "selection": {
            "precision": 5.690729238555325,
            "recall": 0.17262638717632553,
            "f1": 0.33487642820521224,
            "jaccard": 0.16775290418313368
        }
    }
}