output/regress/Alzheimers_Disease/significant_genes_condition_Multiple_sclerosis.json

{
    "significant_genes": {
        "Variable": [
            "KATNIP",
            "UBE2W",
            "MZF1",
            "FAM229B",
            "TMEM220",
            "CMTM4",
            "HMGN5",
            "BPTF",
            "ADRA1A",
            "GRTP1",
            "PSD2",
            "EMC3",
            "RING1",
            "RBPJ",
            "PRSS16",
            "RNU1-4",
            "NEDD8",
            "GJD4"
        ],
        "Coefficient": [
            0.0732698492786668,
            -0.037060326835896044,
            0.03532024030063888,
            0.032310276417835036,
            0.029174377329581395,
            0.024722615195760186,
            0.0177815167699785,
            0.017128606192208212,
            0.015335611854859604,
            0.01001317056701976,
            0.009952896192557929,
            -0.006372435717651879,
            0.006117666688942591,
            0.0045424715729362256,
            -0.0038027878599213535,
            0.0022197188568122634,
            -0.001955853129357019,
            -0.0008717214557999924
        ],
        "Absolute Coefficient": [
            0.0732698492786668,
            0.037060326835896044,
            0.03532024030063888,
            0.032310276417835036,
            0.029174377329581395,
            0.024722615195760186,
            0.0177815167699785,
            0.017128606192208212,
            0.015335611854859604,
            0.01001317056701976,
            0.009952896192557929,
            0.006372435717651879,
            0.006117666688942591,
            0.0045424715729362256,
            0.0038027878599213535,
            0.0022197188568122634,
            0.001955853129357019,
            0.0008717214557999924
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 83.07692307692307,
            "precision": 82.83208020050127,
            "recall": 83.65246449456974,
            "f1": 83.03672903672904
        },
        "selection": {
            "precision": 5.596495008259714,
            "recall": 0.12330456226880396,
            "f1": 0.24108556184681632,
            "jaccard": 0.12074668020458994
        }
    }
}