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jorgeasmz
/
fraud-stream-detector

Tabular Classification
Scikit-learn
Joblib
fraud-detection
streaming
tabular
Model card Files
xet
 Community
fraud-stream-detector
File size: 1,185 Bytes
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{
  "threshold": 0.01643005512716834,
  "daily_budget": 100,
  "training_days": 91,
  "training_rows": 872795,
  "held_out_rows": 813843,
  "held_out_days": 85,
  "alerts_per_day_at_threshold": 120.1,
  "precision_at_threshold": 0.5319,
  "card_precision_at_budget": 0.5613,
  "precision_at_budget": 0.6195,
  "scenario_recall": {
    "1": 0.9161,
    "2": 0.6643,
    "3": 0.8191
  },
  "columns": [
    "amount",
    "hour",
    "is_weekend",
    "customer_count_1d",
    "customer_mean_1d",
    "customer_count_7d",
    "customer_mean_7d",
    "customer_count_30d",
    "customer_mean_30d",
    "terminal_count_1d",
    "terminal_mean_1d",
    "terminal_count_7d",
    "terminal_mean_7d",
    "terminal_count_30d",
    "terminal_mean_30d",
    "amount_over_customer_mean_1d",
    "amount_over_customer_mean_7d",
    "amount_over_customer_mean_30d",
    "customer_risk_1d",
    "customer_risk_count_1d",
    "customer_risk_7d",
    "customer_risk_count_7d",
    "customer_risk_30d",
    "customer_risk_count_30d",
    "terminal_risk_1d",
    "terminal_risk_count_1d",
    "terminal_risk_7d",
    "terminal_risk_count_7d",
    "terminal_risk_30d",
    "terminal_risk_count_30d"
  ]
}