| library_name: scikit-learn | |
| pipeline_tag: tabular-regression | |
| tags: | |
| - delivery-prediction | |
| - regression | |
| # 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. | |