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文章基本信息

  • 标题:Cross–Project Defect Prediction With Respect To Code Ownership Model: An Empirical Study
  • 本地全文:下载
  • 作者:Marian Jureczko ; Lech Madeyski
  • 期刊名称:e-Informatica Software Engineering Journal
  • 印刷版ISSN:1897-7979
  • 电子版ISSN:2084-4840
  • 出版年度:2015
  • 卷号:9
  • 期号:1
  • 出版社:Wroclaw University of Technology
  • 摘要:The paper presents an analysis of 83 versions of industrial, open-source and academic projects. Wehave empirically evaluated whether those project types constitute separate classes of projects withregard to defect prediction. Statistical tests proved that there exist significant differences betweenthe models trained on the aforementioned project classes. This work makes the next step towardscross-project reusability of defect prediction models and facilitates their adoption, which has beenvery limited so far.
  • 关键词:software metrics; software defect prediction; cross-project prediction
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