output/regress/Alzheimers_Disease/significant_genes_condition_None.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"
        ],
        "Coefficient": [
            0.07085924187287808,
            0.051079620868135604,
            -0.03619992082004458,
            0.026625858208084833,
            -0.025169142541210287,
            0.018498450806039648,
            0.017211494051347757,
            -0.0149702837680976,
            0.014663030610991291,
            0.014630039835172538,
            0.01354871439774885,
            0.013035076277974322,
            0.012628840012617286,
            0.012231393509709457,
            -0.010246531847841146,
            0.008794175358224776,
            0.0070357397318138795,
            0.0062523095911536306,
            -0.005024987040392639,
            0.004490337130391853,
            0.0026601673071949363,
            0.0007844153112550599
        ],
        "Absolute Coefficient": [
            0.07085924187287808,
            0.051079620868135604,
            0.03619992082004458,
            0.026625858208084833,
            0.025169142541210287,
            0.018498450806039648,
            0.017211494051347757,
            0.0149702837680976,
            0.014663030610991291,
            0.014630039835172538,
            0.01354871439774885,
            0.013035076277974322,
            0.012628840012617286,
            0.012231393509709457,
            0.010246531847841146,
            0.008794175358224776,
            0.0070357397318138795,
            0.0062523095911536306,
            0.005024987040392639,
            0.004490337130391853,
            0.0026601673071949363,
            0.0007844153112550599
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 84.61538461538461,
            "precision": 86.41666666666666,
            "recall": 83.44611528822055,
            "f1": 84.23481587757055
        },
        "selection": {
            "precision": 5.8,
            "recall": 0.17262638717632553,
            "f1": 0.3352161170895733,
            "jaccard": 0.16792383854982243
        }
    }
}