Multi-Source Heterogeneous Kernel Mapping in Software Defect Prediction

Multi-Source Heterogeneous Kernel Mapping in Software Defect Prediction

Heterogeneous defect prediction (HDP) is a significant research topic in cross-project defect prediction (CPDP), due to the inconsistency of metrics used between source and target projects. While most HDP methods aim to improve the performance of models trained on data from one source project, few s...

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Bibliographic Details
Main Authors: Jingxiu Yao, Bin Liu, Yumei Wu, Zhibo Li
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
cross-project defect prediction
heterogeneous defect prediction
product metrics
transfer learning
Online Access:https://www.mdpi.com/2076-3417/13/9/5526

Internet

https://www.mdpi.com/2076-3417/13/9/5526

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