一种基于关联规则挖掘的分类规则挖掘算法

An Algorithm of Classification Rules Mining Based on Association Rules Mining

本文根据关联规则和分类规则的概念与表示形式,指出在关联规则挖掘过程中如果指定挖掘与一个确定的项相关联,那么就是分类规则挖掘了,论述了分类规则是特殊情况下的关联规则,并指出在这种特殊情况下,关联规则所具有的特征;然后根据这一论述,提出了一种在关联规则挖掘算法中利用限制条件概率分布来发现分类规则的算法。

With the concepts and expressing forms of association rules and classification rules, this paper points that if we specify mining associates with certain item in association rules mining, mining is classification rules mining, and discusses classification rules are especial association rules, then gives characters of association rules in special case. And with this dissertation, this paper gives an algorithm that finds classification rules with restricted conditional probability distribution in association rules mining algorithm.