Fitness_Club

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 classification. --- #### Dataset Metadata - **Licence:** Public Domain - **Original Data Source:** https://www.kaggle.com/datasets/ddosad/datacamps-data-science-associate-certification - **Reference (please cite)**: Kaggle User Ddosad. 'Fitness Club Dataset for ML Classification.' Kaggle, 2023, https://www.kaggle.com/datasets/ddosad/datacamps-data-science-associate-certification. - **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 the ID column. - We renamed the values of the target variable to be more meaningful. - We treat "-0" values as "0" values for the target, following the description. - We removed trailing words (like "days") from "days_before". - We aligned the naming of "day_of_week" to be consistent per day.