online_shoppers_intention

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:** CC BY 4.0 - **Original Data Source:** https://doi.org/10.24432/C5F88Q - **Reference (please cite)**: Sakar, C. Okan, et al. 'Real-time prediction of online shoppers purchasing intention using multilayer perceptron and LSTM recurrent neural networks.' Neural Computing and Applications 31.10 (2019): 6893-6908. https://doi.org/10.1007/s00521-018-3523-0 - **Dataset Year:** 2017 - **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 data contains time-based features that were preprocessed to create a time-invariant predictive task.