Inproceedings,

Preliminary Investigations into Statistically Valid Exploratory Rule Discovery

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Proceedings of the Second Australasian Data Mining Conference (AusDM03), page 1-9. Sydney, University of Technology, (2003)

Abstract

Exploratory rule discovery, as exemplified by association rule discovery, has proven very popular. In this paper I investigate issues surrounding the statistical validity of rules found using this approach and methods that might be employed to deliver statistically sound exploratory rule discovery.

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