Fastest association rule mining algorithm predictor (FARM-AP)

@inproceedings{HooshSadat2011FastestAR,
  title={Fastest association rule mining algorithm predictor (FARM-AP)},
  author={Metanat HooshSadat and Hamman W. Samuel and Sonal Patel and Osmar R. Za{\"i}ane},
  booktitle={C3S2E},
  year={2011}
}
Association rule mining is a particularly well studied field in data mining given its importance as a building block in many data analytics tasks. Many studies have focused on efficiency because the data to be mined is typically very large. However, while there are many approaches in literature, each approach claims to be the fastest for some given dataset. In other words, there is no clear winner. On the other hand, there is panoply of algorithms and implementations specifically designed for… CONTINUE READING

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  • We have successfully presented a new technique using a classi.er which can predict the fastest ARM algorithm with a high degree of accuracy of 80%, and very low overhead.

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