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A Tool for Test Case Generation and Evaluation

Software Quality has been a major concern since the inception of software. Testing has been regarded as a critical phase in the software lifecycle. To improve the software testing process and ensure high quality software, new tools and techniques need to be developed. In this paper we propose and describe a software testing tool for generating and evaluating efficient test cases. The tool is built on the concept of Design of Experiments (DOE) and a logistic regression. The focus is to efficiently minimize the number of test cases and predict software failures.