Abstract:Defects in software are one of the critical problems in software engineering community because they provide inaccurate results and negatively affect the quality and reliability of the software. These defects must be detected in the early stages of software development. Researchers had used Software Defect Detection (SDD) techniques to allow predicting module faultproneness. By implementing the hyperparameter optimization techniques and exploiting data imbalances in predicting defects, this paper proposes and d… Show more
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