output/regress/Psoriatic_Arthritis/significant_genes_condition_Gender.json

{
    "significant_genes": {
        "Variable": [
            "TMEM128",
            "OPTN",
            "ACOT2",
            "QRSL1",
            "OR56B1",
            "HLA-DRB6",
            "CRYBB2",
            "PHC2",
            "RBM7",
            "SNHG12",
            "DNAJC3",
            "KLK1",
            "RGL4",
            "ZC2HC1A",
            "MME",
            "ENOSF1",
            "ODAD3",
            "DIPK1B",
            "BAG3",
            "MEG8",
            "PTPN23",
            "NBPF11",
            "ZNF679",
            "ATP5MK",
            "ADAMDEC1",
            "CNTNAP2",
            "GRB14",
            "LIG4",
            "IGF2BP3",
            "CHI3L2",
            "RNF144B",
            "GSTT1",
            "PYROXD1",
            "CPEB4",
            "DSP",
            "CABYR",
            "CARMIL1",
            "NQO2",
            "KLHL26",
            "SNORD16",
            "PPP1R3E",
            "MIX23",
            "EEF1A2",
            "SLC38A11",
            "RPPH1",
            "METTL2A",
            "ZNF844",
            "FBXW9",
            "REEP4",
            "INPP5E",
            "FAM167A",
            "POMZP3",
            "TSPYL5",
            "FBXO15"
        ],
        "Coefficient": [
            0.11342224401090323,
            -0.08348954647652114,
            -0.08104929631099733,
            -0.07602250132014966,
            0.06939273882155907,
            -0.06545532003377309,
            0.060447204463689716,
            -0.058006926898173404,
            -0.05651953264496545,
            0.05611155979272224,
            -0.054450714530611184,
            0.05129108753511838,
            0.04981409235648079,
            -0.047821502748581164,
            -0.046153425387498184,
            0.045795830460279865,
            -0.04487588016462297,
            0.04472811210932592,
            -0.04467816091591516,
            0.04232101473907879,
            0.04138185372377423,
            0.040259843848884556,
            -0.039708785988826024,
            -0.037075156222839994,
            -0.03323362255309686,
            0.03223402659744152,
            0.032175950691044654,
            0.029840452829625247,
            -0.027699564885345935,
            0.026610592723935487,
            0.02483094730709485,
            -0.023541161860124976,
            -0.021781894043797045,
            0.021459617972953562,
            -0.02035280541003646,
            -0.019597389869269066,
            0.01955547179379001,
            0.019306114266020434,
            0.019276249519117453,
            0.018392277082064847,
            -0.014902199569350044,
            -0.013399591279175189,
            -0.0118087328578871,
            0.01145334143460275,
            0.010035144635626929,
            0.007866839005697533,
            -0.006544848720743826,
            -0.005297076192047728,
            0.0022451047324211952,
            0.002036724189702668,
            0.0013886655527555506,
            0.0012876270631845166,
            -7.890046684775408e-05,
            -2.8407911509235808e-05
        ],
        "Absolute Coefficient": [
            0.11342224401090323,
            0.08348954647652114,
            0.08104929631099733,
            0.07602250132014966,
            0.06939273882155907,
            0.06545532003377309,
            0.060447204463689716,
            0.058006926898173404,
            0.05651953264496545,
            0.05611155979272224,
            0.054450714530611184,
            0.05129108753511838,
            0.04981409235648079,
            0.047821502748581164,
            0.046153425387498184,
            0.045795830460279865,
            0.04487588016462297,
            0.04472811210932592,
            0.04467816091591516,
            0.04232101473907879,
            0.04138185372377423,
            0.040259843848884556,
            0.039708785988826024,
            0.037075156222839994,
            0.03323362255309686,
            0.03223402659744152,
            0.032175950691044654,
            0.029840452829625247,
            0.027699564885345935,
            0.026610592723935487,
            0.02483094730709485,
            0.023541161860124976,
            0.021781894043797045,
            0.021459617972953562,
            0.02035280541003646,
            0.019597389869269066,
            0.01955547179379001,
            0.019306114266020434,
            0.019276249519117453,
            0.018392277082064847,
            0.014902199569350044,
            0.013399591279175189,
            0.0118087328578871,
            0.01145334143460275,
            0.010035144635626929,
            0.007866839005697533,
            0.006544848720743826,
            0.005297076192047728,
            0.0022451047324211952,
            0.002036724189702668,
            0.0013886655527555506,
            0.0012876270631845166,
            7.890046684775408e-05,
            2.8407911509235808e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 86.36363636363635,
            "precision": 10.0,
            "recall": 6.666666666666666,
            "f1": 8.0
        },
        "selection": {
            "precision": 0.888888888888889,
            "recall": 2.0,
            "f1": 1.2307692307692306,
            "jaccard": 0.6349206349206349
        }
    }
}