output/regress/Cervical_Cancer/significant_genes_condition_Obesity.json

{
    "significant_genes": {
        "Variable": [
            "DDIT3",
            "ERO1A",
            "STC2",
            "NGF",
            "PI3",
            "P4HA2",
            "FDX1",
            "DEK",
            "N4BP2L1",
            "CD200R1L",
            "UPK1A",
            "FAM210A",
            "ICE1",
            "CHST8",
            "SLC5A10",
            "MAP3K7CL",
            "HNRNPUL1",
            "ARHGDIB",
            "S100A2",
            "ALDH5A1",
            "HSD17B3",
            "EVA1C",
            "RGS20",
            "COL13A1",
            "C8orf34"
        ],
        "Coefficient": [
            0.07562014902425893,
            0.06047589106676365,
            0.05392476919263124,
            0.036375704763071,
            0.02765275949863863,
            0.02284626215881307,
            -0.022576813938183237,
            -0.021333921403574426,
            -0.01565873348642922,
            -0.01482313131452554,
            0.014366701684114693,
            0.01394932399242174,
            -0.01343526670391001,
            0.013309591978420606,
            0.011759008415257451,
            0.010675039336440385,
            -0.009693670296325233,
            -0.00819320919130337,
            0.008187160475039168,
            -0.005947857821241161,
            0.0057258468820767005,
            -0.0044592198811873335,
            0.00310993420019762,
            0.0016425000201731456,
            0.0012218921615662652
        ],
        "Absolute Coefficient": [
            0.07562014902425893,
            0.06047589106676365,
            0.05392476919263124,
            0.036375704763071,
            0.02765275949863863,
            0.02284626215881307,
            0.022576813938183237,
            0.021333921403574426,
            0.01565873348642922,
            0.01482313131452554,
            0.014366701684114693,
            0.01394932399242174,
            0.01343526670391001,
            0.013309591978420606,
            0.011759008415257451,
            0.010675039336440385,
            0.009693670296325233,
            0.00819320919130337,
            0.008187160475039168,
            0.005947857821241161,
            0.0057258468820767005,
            0.0044592198811873335,
            0.00310993420019762,
            0.0016425000201731456,
            0.0012218921615662652
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 71.25,
            "precision": 64.76190476190474,
            "recall": 56.666666666666664,
            "f1": 57.07292707292707
        },
        "selection": {
            "precision": 1.380952380952381,
            "recall": 0.888888888888889,
            "f1": 1.0812785388127852,
            "jaccard": 0.5480480480480481
        }
    }
}