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Measurement of association rules correlation
关联规则相关性的度量

Keywords: association rules,correlation,chi-squared test,correlation coefficient
关联规则
,相关度,卡方检验,相关系数,关联规则,相关性,度量,correlation,association,rules,统一,方法,数量关系,相关系数,检验值,检验规则,统计意义,卡方检验,统计学,算法,Apriori

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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 n.des with correlation coefficient.

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