Delivery Time Regressor

Predicts total delivery duration in minutes from the features recorded in metadata.json.

Test metrics

  • MAE: 3.23 minutes
  • RMSE: 4.037 minutes
  • R²: 0.8074
  • Test rows: 9081

The estimate includes waiting/preparation/storage time only when those durations are represented in the training target or input features. It is not a delivery guarantee.

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