output/regress/Schizophrenia/significant_genes_condition_Bipolar_disorder.json

{
    "significant_genes": {
        "Variable": [
            "KDM4D",
            "GRB14",
            "HSPB2",
            "NFX1",
            "MED18",
            "PAFAH1B2",
            "A4GALT",
            "SP3P",
            "GAL3ST4",
            "USP6NL",
            "GASK1B",
            "DNAJC28",
            "BHMT2",
            "SULF1",
            "LRRC37BP1",
            "ARL15",
            "IFI35",
            "MIR3917",
            "GPNMB",
            "VIPR2",
            "PKN1",
            "CHRNA4",
            "PLK4",
            "FBXL6",
            "XIAP",
            "FAM110D",
            "KLHL9",
            "ZNF239",
            "GRIN2D",
            "DGKD",
            "PURG",
            "SLC12A6",
            "IFITM2",
            "LIMK2",
            "PEX6",
            "LCMT2",
            "TLL2",
            "MANF",
            "PSMD5",
            "ZFP2",
            "PDZRN4",
            "CTR9",
            "SLC12A1",
            "SLC35A3",
            "ALG11",
            "NKX2-5",
            "ATP5MC2P1",
            "FBXO9",
            "UBE3B",
            "RBM3",
            "UTP14C",
            "MYBPH"
        ],
        "Coefficient": [
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            0.10017285661870662,
            -0.0738448059784616,
            -0.07302004163318618,
            -0.05318572266389769,
            0.04651393358053463,
            0.04281915936730535,
            0.04280385687203466,
            -0.04163314851297009,
            -0.041268019477152446,
            -0.036379635287033384,
            -0.03450491347386867,
            0.032493490030389684,
            -0.030474389804536595,
            -0.028778046540491754,
            -0.024342205612468512,
            0.023847832370232948,
            -0.02368364735283065,
            0.021672110444891004,
            -0.021011039770962654,
            0.02079893470437151,
            -0.020408210587241887,
            -0.018821022238620425,
            0.018736740821114452,
            -0.016890568931936936,
            -0.01522811596767165,
            -0.014380618237199935,
            -0.014110325936129601,
            -0.013447728614763134,
            0.011595874855724442,
            -0.010874615819072415,
            -0.009679972991269731,
            0.009165740691117778,
            0.00725877995253241,
            0.006297175812515597,
            -0.0061497033438023445,
            -0.0053525567924826096,
            -0.0050253944159095775,
            -0.0031864409794386,
            -0.0030455355410050184,
            -0.002990049820108725,
            -0.002954739661469873,
            -0.0024016526535541203,
            -0.0022047401613214655,
            -0.002198299466073807,
            -0.0021103137655699893,
            0.001897383749017851,
            -0.0009125430594437721,
            -0.0005117092826322985,
            -0.00021478734253951764,
            -6.996737266017349e-05,
            -3.2684310806829974e-05
        ],
        "Absolute Coefficient": [
            0.15123099736089302,
            0.10017285661870662,
            0.0738448059784616,
            0.07302004163318618,
            0.05318572266389769,
            0.04651393358053463,
            0.04281915936730535,
            0.04280385687203466,
            0.04163314851297009,
            0.041268019477152446,
            0.036379635287033384,
            0.03450491347386867,
            0.032493490030389684,
            0.030474389804536595,
            0.028778046540491754,
            0.024342205612468512,
            0.023847832370232948,
            0.02368364735283065,
            0.021672110444891004,
            0.021011039770962654,
            0.02079893470437151,
            0.020408210587241887,
            0.018821022238620425,
            0.018736740821114452,
            0.016890568931936936,
            0.01522811596767165,
            0.014380618237199935,
            0.014110325936129601,
            0.013447728614763134,
            0.011595874855724442,
            0.010874615819072415,
            0.009679972991269731,
            0.009165740691117778,
            0.00725877995253241,
            0.006297175812515597,
            0.0061497033438023445,
            0.0053525567924826096,
            0.0050253944159095775,
            0.0031864409794386,
            0.0030455355410050184,
            0.002990049820108725,
            0.002954739661469873,
            0.0024016526535541203,
            0.0022047401613214655,
            0.002198299466073807,
            0.0021103137655699893,
            0.001897383749017851,
            0.0009125430594437721,
            0.0005117092826322985,
            0.00021478734253951764,
            6.996737266017349e-05,
            3.2684310806829974e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 71.42857142857142,
            "precision": 76.66666666666666,
            "recall": 58.33333333333333,
            "f1": 65.14285714285714
        },
        "selection": {
            "precision": 5.447698721988629,
            "recall": 0.5652173913043479,
            "f1": 1.022981527182044,
            "jaccard": 0.5142116061221478
        }
    }
}