Real world performance of association rule algorithms

@inproceedings{Zheng2001RealWP,
  title={Real world performance of association rule algorithms},
  author={Zijian Zheng and Ron Kohavi and Llew Mason},
  booktitle={KDD},
  year={2001}
}
This study compares five well-known association rule algorithms using three real-world datasets and an artificial dataset. The experimental results confirm the performance improvements previously claimed by the authors on the artificial data, but some of these gains do not carry over to the real datasets, indicating overfitting of the algorithms to the IBM artificial dataset. More importantly, we found that the choice of algorithm only matters at support levels that generate more rules than… CONTINUE READING
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