artifacts/distribution_shift.json

{
  "adversarial_auc": 0.4797934778595909,
  "feature_ks": {
    "recency": 0.034183994959042216,
    "frequency": 0.028298103912470642,
    "monetary": 0.03429856218135991,
    "avg_order_value": 0.04204617059059403,
    "max_order_value": 0.047745889900899355,
    "avg_inter_order_days": 0.046757747608409235,
    "std_inter_order_days": 0.03946363445418266,
    "orders_last_30d": 0.010186935517748371,
    "spend_last_30d": 0.02253155372248,
    "orders_last_60d": 0.026083137614328542,
    "spend_last_60d": 0.030560806553245116,
    "orders_last_90d": 0.02297072807469783,
    "spend_last_90d": 0.03416490042198927,
    "ratio_recent_historical": 0.018120715663248743,
    "order_frequency_slope": 0.01969124133585381,
    "spend_slope": 0.029133489908537168,
    "rolling_avg_orders_3m": 0.03299536002749613,
    "spend_change_ratio": 0.03978346794981956,
    "tenure_days": 0.002520478890989288,
    "segment_encoded": 0.032269767619484066,
    "channel_encoded": 0.03954001260239445,
    "country_encoded": 0.03832750949953218
  }
}