models/drift_report.json

{
  "reference": "train period (2019-01 .. 2020-06)",
  "current": "test period (2020-06 .. 2020-12)",
  "feature_psi": [
    {
      "feature": "txn_count_7d",
      "psi": 0.0733,
      "status": "stable"
    },
    {
      "feature": "day_of_week",
      "psi": 0.0518,
      "status": "stable"
    },
    {
      "feature": "distinct_merchants_24h",
      "psi": 0.0459,
      "status": "stable"
    },
    {
      "feature": "txn_count_24h",
      "psi": 0.0458,
      "status": "stable"
    },
    {
      "feature": "amt_sum_7d",
      "psi": 0.0394,
      "status": "stable"
    },
    {
      "feature": "amt_sum_24h",
      "psi": 0.0282,
      "status": "stable"
    },
    {
      "feature": "secs_since_prev_txn",
      "psi": 0.0171,
      "status": "stable"
    },
    {
      "feature": "amt_mean_24h",
      "psi": 0.0103,
      "status": "stable"
    },
    {
      "feature": "age",
      "psi": 0.0077,
      "status": "stable"
    },
    {
      "feature": "amt_dev_from_card_mean",
      "psi": 0.0056,
      "status": "stable"
    },
    {
      "feature": "txn_count_1h",
      "psi": 0.0046,
      "status": "stable"
    },
    {
      "feature": "amt_sum_1h",
      "psi": 0.0028,
      "status": "stable"
    },
    {
      "feature": "amt_ratio_to_card_mean",
      "psi": 0.0009,
      "status": "stable"
    },
    {
      "feature": "amt",
      "psi": 0.0001,
      "status": "stable"
    },
    {
      "feature": "amt_log",
      "psi": 0.0001,
      "status": "stable"
    },
    {
      "feature": "hour",
      "psi": 0.0,
      "status": "stable"
    },
    {
      "feature": "is_night",
      "psi": 0.0,
      "status": "stable"
    },
    {
      "feature": "is_weekend",
      "psi": 0.0,
      "status": "stable"
    },
    {
      "feature": "city_pop_log",
      "psi": 0.0,
      "status": "stable"
    },
    {
      "feature": "dist_home_merchant_km",
      "psi": 0.0,
      "status": "stable"
    },
    {
      "feature": "dist_from_prev_txn_km",
      "psi": 0.0,
      "status": "stable"
    }
  ],
  "score_psi": 0.0038,
  "score_psi_status": "stable"
}