output/regress/Schizophrenia/significant_genes_condition_Migraine.json

{
    "significant_genes": {
        "Variable": [
            "KDM4D",
            "MED18",
            "GASK1B",
            "CRLF3",
            "IFI35",
            "HMGB2",
            "SULF1",
            "DNAJC28",
            "PLK4",
            "NFX1",
            "DHRS12",
            "A4GALT",
            "ERVK3-2",
            "GPNMB",
            "GYG2",
            "POP1",
            "SLC12A6",
            "BHMT2",
            "ALG11",
            "GRB14",
            "ARID5A",
            "SP3P",
            "USP6NL",
            "COMT",
            "C11orf71",
            "XIAP",
            "FBXO9",
            "ZNF239",
            "PKN1",
            "HSF1",
            "CA12",
            "GEM",
            "CYP26A1",
            "CAPG",
            "CES1",
            "PDZRN4",
            "TEFM",
            "NUDT13",
            "LRRC37BP1",
            "CDA",
            "GNMT",
            "ISG20",
            "AGBL3",
            "H3C8",
            "GADD45A",
            "HSPB2",
            "SNX15",
            "UBE3B",
            "RBM3",
            "OLFM4",
            "OGG1",
            "LIMK2",
            "ZNF177",
            "PYY2",
            "GABRQ",
            "MIR3917",
            "FZD9"
        ],
        "Coefficient": [
            -0.15220995196115875,
            -0.07749498049569424,
            -0.06403763700515587,
            -0.057920460406988616,
            0.05165215864547829,
            0.051318058594820935,
            -0.049471170231454566,
            -0.047167223795344985,
            -0.04705940036809053,
            -0.04502289448671828,
            0.042459912218859794,
            0.03879342103199058,
            -0.02799925968851433,
            0.027211457842678647,
            0.026040423328640757,
            -0.02552716679200558,
            -0.024698825595991885,
            0.02436849995370166,
            -0.02365597062832569,
            0.019400869062158654,
            0.017385174661132374,
            0.014673941997030975,
            -0.013368555006180333,
            0.01332850523481841,
            -0.011252034129099054,
            -0.010485962939660932,
            -0.010201655887595432,
            -0.009733818927662695,
            0.009658230624065282,
            0.009570962855815962,
            0.009100518721519213,
            0.006607022430314006,
            -0.006583481695990451,
            0.005334127331701095,
            0.005039671503690106,
            -0.004813115156462022,
            -0.004142557228364732,
            -0.0036250136133613624,
            -0.0034719937418982564,
            0.0034550314626393503,
            -0.0032285534198804072,
            0.00299893353135852,
            -0.0028429517697683075,
            0.002299313803010274,
            0.0019535231146488937,
            -0.0019287041057229305,
            -0.001531855169739353,
            -0.0014022231508017317,
            -0.0012184016412668298,
            0.0005544764903932661,
            -0.0005480965158178243,
            0.0003667232187011119,
            -0.00030539599128534176,
            -0.00027355112902509337,
            0.00020851620088717536,
            -3.292950556835067e-05,
            1.3973869968863079e-05
        ],
        "Absolute Coefficient": [
            0.15220995196115875,
            0.07749498049569424,
            0.06403763700515587,
            0.057920460406988616,
            0.05165215864547829,
            0.051318058594820935,
            0.049471170231454566,
            0.047167223795344985,
            0.04705940036809053,
            0.04502289448671828,
            0.042459912218859794,
            0.03879342103199058,
            0.02799925968851433,
            0.027211457842678647,
            0.026040423328640757,
            0.02552716679200558,
            0.024698825595991885,
            0.02436849995370166,
            0.02365597062832569,
            0.019400869062158654,
            0.017385174661132374,
            0.014673941997030975,
            0.013368555006180333,
            0.01332850523481841,
            0.011252034129099054,
            0.010485962939660932,
            0.010201655887595432,
            0.009733818927662695,
            0.009658230624065282,
            0.009570962855815962,
            0.009100518721519213,
            0.006607022430314006,
            0.006583481695990451,
            0.005334127331701095,
            0.005039671503690106,
            0.004813115156462022,
            0.004142557228364732,
            0.0036250136133613624,
            0.0034719937418982564,
            0.0034550314626393503,
            0.0032285534198804072,
            0.00299893353135852,
            0.0028429517697683075,
            0.002299313803010274,
            0.0019535231146488937,
            0.0019287041057229305,
            0.001531855169739353,
            0.0014022231508017317,
            0.0012184016412668298,
            0.0005544764903932661,
            0.0005480965158178243,
            0.0003667232187011119,
            0.00030539599128534176,
            0.00027355112902509337,
            0.00020851620088717536,
            3.292950556835067e-05,
            1.3973869968863079e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 80.0,
            "precision": 80.0,
            "recall": 80.0,
            "f1": 78.94372294372295
        },
        "selection": {
            "precision": 4.080516814279412,
            "recall": 0.3913043478260869,
            "f1": 0.7136947405349906,
            "jaccard": 0.3588198935922683
        }
    }
}