output/regress/Schizophrenia/significant_genes_condition_COVID-19.json

{
    "significant_genes": {
        "Variable": [
            "KDM4D",
            "MED18",
            "GRB14",
            "ARID5A",
            "NFX1",
            "SP3P",
            "POP1",
            "DNAJC28",
            "GASK1B",
            "HSPB2",
            "PSPH",
            "LRRC37BP1",
            "USP6NL",
            "GGT5",
            "GYG2",
            "PLK4",
            "COMT",
            "FZD9",
            "XIAP",
            "IFI35",
            "PKN1",
            "SLC12A1",
            "LIMK2",
            "CHRNA4",
            "DGKD",
            "SULF1",
            "SNX15",
            "KRT16",
            "ALG11",
            "FARS2",
            "GPNMB",
            "VIPR2",
            "FAM110D",
            "TEFM",
            "SLC12A6",
            "SIGIRR",
            "EEF1AKMT3",
            "ZNF239",
            "RBM3",
            "FBXL6",
            "LCMT2",
            "CTR9",
            "ICAM3",
            "PSMD5",
            "KLHL9",
            "HMGB2",
            "A4GALT",
            "CDHR1",
            "OGG1"
        ],
        "Coefficient": [
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            -0.07578880367656986,
            0.07007867257096662,
            0.06665128237897462,
            -0.05205425895318343,
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            0.03931631142325328,
            -0.038888182887850405,
            -0.03406903204354161,
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            0.025600056764812144,
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            0.019639002886810607,
            0.018928762101465005,
            -0.0177260033676134,
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            0.016129186580918674,
            -0.015792489128987005,
            0.014987296459516398,
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            0.013613473553185847,
            -0.01344113513499832,
            -0.01311677520478544,
            -0.013114924745571781,
            -0.011374809915812724,
            -0.009283263082699722,
            0.008596306146759623,
            -0.008493494625815225,
            -0.008159193694746845,
            -0.006964834265909426,
            -0.0064207167370367415,
            0.006176698737874868,
            0.005914061927948093,
            -0.005836463624563202,
            -0.004602015145069923,
            0.004451037623186742,
            -0.003908841448769214,
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            0.002969049915254043,
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            0.0013758255179337515,
            0.0010580122695468032,
            0.0004442026950571087,
            -3.599820273104443e-05
        ],
        "Absolute Coefficient": [
            0.14564996609231037,
            0.07578880367656986,
            0.07007867257096662,
            0.06665128237897462,
            0.05205425895318343,
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            0.04598634665757777,
            0.040213098262729216,
            0.03931631142325328,
            0.038888182887850405,
            0.03406903204354161,
            0.029080091879676827,
            0.025600056764812144,
            0.021482987856335126,
            0.019639002886810607,
            0.018928762101465005,
            0.0177260033676134,
            0.01634906832392685,
            0.016129186580918674,
            0.015792489128987005,
            0.014987296459516398,
            0.01442661130772668,
            0.013613473553185847,
            0.01344113513499832,
            0.01311677520478544,
            0.013114924745571781,
            0.011374809915812724,
            0.009283263082699722,
            0.008596306146759623,
            0.008493494625815225,
            0.008159193694746845,
            0.006964834265909426,
            0.0064207167370367415,
            0.006176698737874868,
            0.005914061927948093,
            0.005836463624563202,
            0.004602015145069923,
            0.004451037623186742,
            0.003908841448769214,
            0.003005155021990453,
            0.002969049915254043,
            0.0016594467561032392,
            0.0014932627852652465,
            0.0013758255179337515,
            0.0010580122695468032,
            0.0004442026950571087,
            3.599820273104443e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 77.14285714285714,
            "precision": 80.0,
            "recall": 75.0,
            "f1": 75.80952380952381
        },
        "selection": {
            "precision": 4.409854851031321,
            "recall": 0.43478260869565216,
            "f1": 0.7911751507511924,
            "jaccard": 0.3973174838113518
        }
    }
}