Software testing activities are usually planned by human experts, while test automation tools are limited to execution of pre-planned tests only. Regression analysis can imply a far wider range of statistical procedures than often appreciated. In a number of common data mining procedures are discussed within a regression framework. The author discussed one of the newly emerging challenges is how to minimize the amount of retesting after the software is modified. Some people believe that the program correctness can never be demonstrated through software testing. Data mining algorithms need a technique that partitions the domain values of an attribute in a restricted set of ranges, only because considering every possible ranges of domain values is infeasible. Genetic Algorithm (GA) is a self adaptive optimization searching algorithm.

Keywords: Regression analysis, data mining, domain values, Genetic Algorithm

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