Module defect prediction under the Eclipse platform: the quadratic effect of software size and the influence of prerelease defects. (1st January 2015)

• Record Type: Journal Article
• Authors: Roh, James Jungbae; Stoeckel, Jim; Lee, Jooh
• Is Part Of: International journal of data analysis techniques and strategies. Volume 7:Number 1(2015)
• Page Start: 96
• Page End: 109
• Publication Date: 2015-01-01
• Subjects: software defect prediction model -- software engineering -- quadratic effect -- module size; Electronic data processing -- Periodicals; Database searching -- Periodicals; 005
• DOI: 10.1504/IJDATS.2015.067703
• Languages: English
• ISSNs: 1755-8050

Abstract

Finding the factors leading to defects in software engineering can provide a competitive advantage for companies, project managers, programmers, and others, enabling them to better manage a project. Relying on findings from prior research in software defects prediction models, this study aims to examine the effects of the size, the complexity, and the number of the prerelease defects of a software module on the postrelease defects. Regression analysis of 327 responses from the PROMISE database reveals that such effects do exist under the Eclipse platform, a Java language development environment. This study confirms the presence of the quadratic effect of module size and the significant influence of the complexity and the number of prerelease defects in predicting postrelease defects.