To Study The Association Rules Using Regression Analysis By Major Performance.

Association Rules Mining is the technique of Data Mining. Association Rule Mining finds interesting relationships among large set of data items. Market Basket Analysis is one of the method of ARM. User can use the variables say Dependent Variable and Independent Variable. Here, Association Rules define as Dependent Variable and Support and Confidence are define as Independent Variable. To verify the relationship between Rules, Support and Confidence, apply the Regression Statistics, Regression Coefficients, Multiple Correlation Coefficient and Multi-collinearity. To evaluates the Regression line, to estimate and predict the Rules and other calculation, R-Studio is applying for to evaluate the Regression Statistics. The R-packages arules and arulesviz is apply for the Association Rules and Visulizations. [ABSTRACT FROM AUTHOR]