heloc
收藏OpenML2025-04-30 更新2025-12-20 收录
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资源简介：
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.
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#### Dataset Metadata
- **Licence:** Public
- **Original Data Source:** https://www.kaggle.com/datasets/averkiyoliabev/home-equity-line-of-creditheloc
- **Reference (please cite)**: Kaggle User Averkiyoliabev. 'Home Equity Line of Credit (HELOC).' Kaggle, 2021, https://www.kaggle.com/datasets/averkiyoliabev/home-equity-line-of-creditheloc.
- **Dataset Year:** 2021
- **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)):
- Anomaly: the dataset has time-related features. However, the task and features are preprocessed to be time-invariant.
创建时间：
2025-04-30
