Food_Delivery_Time

This dataset was curated for [TabArena](https://tabarena.ai/) by the TabArena team as part of the [TabArena Tabular ML IID Study](https://tabarena.ai/data-tabular-ml-iid-study). For more details on the study, see our [paper](https://tabarena.ai/paper-tabular-ml-iid-study). **Dataset Focus**: This dataset shall be used for evaluating predictive machine learning models for independent and identically distributed tabular data. The intended task is regression. --- #### Dataset Metadata - **Licence:** Database Contents License (DbCL) v1.0 - **Original Data Source:** https://www.kaggle.com/datasets/rajatkumar30/food-delivery-time - **Reference (please cite)**: Kaggle User Rajatkumar30. 'Food Delivery Time.' Kaggle, 2023, https://www.kaggle.com/datasets/rajatkumar30/food-delivery-time. - **Dataset Year:** 2023 - **Dataset Description:** see the reference and the original data source for details. #### Curation comments by the TabArena team (for code see the [page of the study](https://tabarena.ai/data-tabular-ml-iid-study)): - We dropped entries with a duplicated ID, keeping only the first one. - We dropped the ID column. - Anomaly: The ID of the delivery person is given as a feature. In some contexts, this feature might not be allowed to use. Moreover, using this information might require considering a temporal split where a cold-start problem is covered.