---
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.