output/regress/Alzheimers_Disease/significant_genes_condition_Age.json

{
    "significant_genes": {
        "Variable": [
            "KATNIP",
            "CMTM4",
            "GABBR1",
            "RBPJ",
            "NEDD8",
            "DCAF1",
            "TOP1MT",
            "PLCB1",
            "SPAG1",
            "MZF1",
            "ENAH",
            "IGFBP5",
            "UCN2",
            "PSTPIP1",
            "VGF",
            "BPTF",
            "MEGF8",
            "ZNF438",
            "TBCA",
            "BRD10",
            "FLT3LG",
            "PAWR"
        ],
        "Coefficient": [
            0.0712523726954575,
            0.05121095464501717,
            -0.03607487078094531,
            0.02695277757241701,
            -0.025737531703988657,
            0.018657405448665506,
            0.017122795512417032,
            -0.01447281154965965,
            0.014356293231502915,
            0.014211304984473497,
            0.013456369807193988,
            0.013310677598034261,
            0.012691793857685041,
            0.0123505341728401,
            -0.009813448815021419,
            0.009004132289725547,
            0.007186391323654343,
            0.006506033987938873,
            -0.004788652811467877,
            0.004034446027489552,
            0.002748690411724323,
            0.0008220442330893315
        ],
        "Absolute Coefficient": [
            0.0712523726954575,
            0.05121095464501717,
            0.03607487078094531,
            0.02695277757241701,
            0.025737531703988657,
            0.018657405448665506,
            0.017122795512417032,
            0.01447281154965965,
            0.014356293231502915,
            0.014211304984473497,
            0.013456369807193988,
            0.013310677598034261,
            0.012691793857685041,
            0.0123505341728401,
            0.009813448815021419,
            0.009004132289725547,
            0.007186391323654343,
            0.006506033987938873,
            0.004788652811467877,
            0.004034446027489552,
            0.002748690411724323,
            0.0008220442330893315
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 83.07692307692307,
            "precision": 84.49189095928226,
            "recall": 82.59398496240601,
            "f1": 83.00237460442852
        },
        "selection": {
            "precision": 6.433333333333333,
            "recall": 0.19728729963008632,
            "f1": 0.38266598349868,
            "jaccard": 0.1917338437976088
        }
    }
}