Evaluating the Impact of Data Transformation Techniques on the Performance and Interpretability of Software Defect Prediction Models

The performance of software defect prediction (SDP) models determines the priority of test resource allocation. Researchers also use interpretability techniques to gain empirical knowledge about software quality from SDP models. However, SDP methods designed in the past research rarely consider the...

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Bibliographic Details
Main Authors: Yu Zhao, Zhiqiu Huang, Lina Gong, Yi Zhu, Qiao Yu, Yuxiang Gao
Format: Article
Language:English
Published: Wiley 2023-01-01
Series:IET Software
Online Access:http://dx.doi.org/10.1049/2023/6293074
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