Specious rules: an efficient and effective unifying method for removing misleading and uninformative patterns in association rule mining

Wilhelmiina Hämäläinen, Geoffrey I. Webb

We present theoretical analysis and a suite of tests and procedures for addressing a broad class of redundant and misleading association rules we call \emph{specious rules}. Specio…