The Research of Evaluation Index in Association Rules
Ao W · 2007
Association rule is a capital research orientation in data mining. How to mine effective、believable、intelligible and interested association rules from vast information for helping people analyze and make decision, which has become important question. At present, the existing evaluation standard not only dissatisfies people very well, but also has unclear meanings and classification. On the basis of analyzing the existing evaluation index synthetically, this paper puts forward the architecture of evaluation index, makes clear the meanings of evaluation index and classifies the evaluation index to elementary evaluation index, quantitative evaluation index and qualitative evaluation index, which helps people refer and apply in evaluation of association rules.