output/regress/Schizophrenia/significant_genes_condition_Age.json

{
    "significant_genes": {
        "Variable": [
            "KDM4D",
            "GRB14",
            "ARID5A",
            "DNAJC28",
            "MED18",
            "GASK1B",
            "HSPB2",
            "COMT",
            "PKN1",
            "SP3P",
            "ZNF239",
            "PLK4",
            "SULF1",
            "BHMT2",
            "LRRC37BP1",
            "VIPR2",
            "NFX1",
            "CDHR1",
            "CRLF3",
            "USP6NL",
            "POP1",
            "LCMT2",
            "GGT5",
            "PSPH",
            "IFI35",
            "FARS2",
            "GSTM5",
            "KLHL9",
            "PPAN",
            "A4GALT",
            "SLC2A1",
            "HMGB2",
            "CTR9",
            "FBXL6",
            "SGF29",
            "ALG11",
            "PAFAH1B2",
            "LMOD1",
            "SLC26A4",
            "FBXO9",
            "XIAP",
            "MIR3917",
            "SLC12A6",
            "LIMK2",
            "VAX2",
            "FAM110D",
            "GYG2",
            "CHRNA4",
            "BMP4",
            "DDX47",
            "PSMD5",
            "TEFM",
            "DGKD",
            "DPYS",
            "SIGIRR"
        ],
        "Coefficient": [
            -0.16277030043435137,
            0.07644094921464951,
            0.06963945323839749,
            -0.058304234672145634,
            -0.051919324614062914,
            -0.051580318456782556,
            -0.05112310525539403,
            0.038577626756126526,
            0.03632274943600414,
            0.035400759009621786,
            -0.03380498047013999,
            -0.03167674793314847,
            -0.030057379046363516,
            0.026754904815577366,
            -0.026277248763894936,
            -0.025980485411536417,
            -0.025719116673758143,
            0.02478034338107633,
            -0.02405387165944697,
            -0.023144559326940498,
            -0.020560855843557976,
            -0.018752050118820394,
            0.018505881857343538,
            0.018041191936937498,
            0.016208435725232406,
            -0.012834243488093356,
            0.01111420746234677,
            -0.00994631713758705,
            -0.009151634387797633,
            0.009092423393011202,
            0.008912076238431071,
            0.00826662541508941,
            -0.007132390422213761,
            0.006581559414781773,
            0.006344468766361591,
            -0.004014047696376531,
            0.003928222078177085,
            0.0039062446702145927,
            -0.003591226860275434,
            -0.0033159395204501387,
            -0.003184669315771965,
            -0.0026788481325441,
            -0.0023567023627366615,
            0.0023454365222421243,
            -0.0021542725035294955,
            -0.0018147381786155104,
            0.001669101370344632,
            -0.0015588013122462292,
            0.0013549229674224318,
            -0.0010519756644246623,
            -0.0010129154948484713,
            -0.0009286879798817298,
            0.0004406561039010463,
            -4.066695800965307e-05,
            3.7466464202669044e-05
        ],
        "Absolute Coefficient": [
            0.16277030043435137,
            0.07644094921464951,
            0.06963945323839749,
            0.058304234672145634,
            0.051919324614062914,
            0.051580318456782556,
            0.05112310525539403,
            0.038577626756126526,
            0.03632274943600414,
            0.035400759009621786,
            0.03380498047013999,
            0.03167674793314847,
            0.030057379046363516,
            0.026754904815577366,
            0.026277248763894936,
            0.025980485411536417,
            0.025719116673758143,
            0.02478034338107633,
            0.02405387165944697,
            0.023144559326940498,
            0.020560855843557976,
            0.018752050118820394,
            0.018505881857343538,
            0.018041191936937498,
            0.016208435725232406,
            0.012834243488093356,
            0.01111420746234677,
            0.00994631713758705,
            0.009151634387797633,
            0.009092423393011202,
            0.008912076238431071,
            0.00826662541508941,
            0.007132390422213761,
            0.006581559414781773,
            0.006344468766361591,
            0.004014047696376531,
            0.003928222078177085,
            0.0039062446702145927,
            0.003591226860275434,
            0.0033159395204501387,
            0.003184669315771965,
            0.0026788481325441,
            0.0023567023627366615,
            0.0023454365222421243,
            0.0021542725035294955,
            0.0018147381786155104,
            0.001669101370344632,
            0.0015588013122462292,
            0.0013549229674224318,
            0.0010519756644246623,
            0.0010129154948484713,
            0.0009286879798817298,
            0.0004406561039010463,
            4.066695800965307e-05,
            3.7466464202669044e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 77.14285714285714,
            "precision": 83.33333333333333,
            "recall": 75.0,
            "f1": 75.80952380952381
        },
        "selection": {
            "precision": 4.286945304437564,
            "recall": 0.43478260869565216,
            "f1": 0.7887129333632573,
            "jaccard": 0.39638569943430096
        }
    }
}