An Empirical Study on Heterogeneous Defect Prediction Approaches

Software defect prediction has always been a hot research topic in the field of software engineering owing to its capability of allocating limited resources reasonably. Compared with cross-project defect prediction (CPDP), heterogeneous defect prediction (HDP) further relaxes the limitation of defec...

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Veröffentlicht in:	IEEE transactions on software engineering 2021-12, Vol.47 (12), p.2803-2822
Hauptverfasser:	Chen, Haowen, Jing, Xiao-Yuan, Li, Zhiqiang, Wu, Di, Peng, Yi, Huang, Zhiguo
Format:	Artikel
Sprache:	eng
Schlagworte:	cross-project Data models empirical study Heterogeneous defect prediction Measurement metric selection metric transformation NASA Performance enhancement Predictive models Project feasibility Software Software engineering Software quality
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