static/feature_importance.json

{
  "method": "SHAP mean(|value|)",
  "sample_size": 1000,
  "top": [
    {
      "feature": "EXT_SOURCE_2",
      "importance": 0.3318300311081167,
      "rank": 1
    },
    {
      "feature": "EXT_SOURCE_3",
      "importance": 0.2926431503200785,
      "rank": 2
    },
    {
      "feature": "EXT_SOURCE_1",
      "importance": 0.15132982382726168,
      "rank": 3
    },
    {
      "feature": "CODE_GENDER",
      "importance": 0.1252679769235579,
      "rank": 4
    },
    {
      "feature": "AMT_ANNUITY",
      "importance": 0.10832594389992715,
      "rank": 5
    },
    {
      "feature": "PAYMENT_RATE",
      "importance": 0.10655882058791777,
      "rank": 6
    },
    {
      "feature": "DAYS_EMPLOYED",
      "importance": 0.0922684808943442,
      "rank": 7
    },
    {
      "feature": "AMT_GOODS_PRICE",
      "importance": 0.08375470921676388,
      "rank": 8
    },
    {
      "feature": "APPROVED_CNT_PAYMENT_MEAN",
      "importance": 0.0826417944697696,
      "rank": 9
    },
    {
      "feature": "OWN_CAR_AGE",
      "importance": 0.0783697288258794,
      "rank": 10
    },
    {
      "feature": "INSTAL_DPD_MEAN",
      "importance": 0.07556938243761617,
      "rank": 11
    },
    {
      "feature": "DAYS_BIRTH",
      "importance": 0.06739450695866071,
      "rank": 12
    },
    {
      "feature": "NAME_EDUCATION_TYPE_Higher education",
      "importance": 0.062496324090183804,
      "rank": 13
    },
    {
      "feature": "NAME_FAMILY_STATUS_Married",
      "importance": 0.05970839416398508,
      "rank": 14
    },
    {
      "feature": "AMT_CREDIT",
      "importance": 0.05818738526490425,
      "rank": 15
    },
    {
      "feature": "PREV_CNT_PAYMENT_MEAN",
      "importance": 0.05125354164408299,
      "rank": 16
    },
    {
      "feature": "INSTAL_AMT_PAYMENT_SUM",
      "importance": 0.04222843618474994,
      "rank": 17
    },
    {
      "feature": "DAYS_ID_PUBLISH",
      "importance": 0.03842256463192754,
      "rank": 18
    },
    {
      "feature": "ANNUITY_INCOME_PERC",
      "importance": 0.034090979669589294,
      "rank": 19
    },
    {
      "feature": "BURO_AMT_CREDIT_SUM_DEBT_MEAN",
      "importance": 0.03253432163415815,
      "rank": 20
    }
  ]
}