Improving cross-project software defect prediction method through transformation and feature selection approach

• Main Authors: Bala, Yahaya Zakariyau, Abdul Samat, Pathiah, Sharif, Khaironi Yatim, Manshor, Noridayu
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2023
• Online Access: http://psasir.upm.edu.my/id/eprint/110307/1/Improving_Cross-Project_Software_Defect_Prediction_Method_Through_Transformation_and_Feature_Selection_Approach.pdf; http://psasir.upm.edu.my/id/eprint/110307/; https://ieeexplore.ieee.org/document/9996402/authors#authors

In a practical situation where the project to be predicted is new, traditional software defect prediction cannot be employed. An alternative method is cross-project defect prediction, where the historical record of one project (source) is used to predict the defect status of another project (target)...