【摘要】 用Apriori算法生成的关联规则包含有无用规则,甚至误导规则。为了使生成的规则更有效,引入了统计学中的卡方检验从统计意义上检验规则是否关联,并找到卡方检验值与相关系数的数量关系,实现了两种方法的统一,并用基于相关系数的算法去生成关联规则。更多还原

【Abstract】 Association rules generated by Apriori algorithm includes some useless and even misleading rules.To gain more effective rules,a statistical criteria,Chi-Squared was used to measure the associations,furthermore the quantitative relations between the Chi-Squred test and correlation coefficient was found out,and two measures was united to generate association rules with correlation coefficient.更多还原