Comprehensive Bibliographic Survey and Forward-Looking Recommendations for Software Defect Prediction: Datasets, Validation Methodologies, Prediction ...
TL;DR
This survey examines software defect prediction, covering datasets, validation methods, and tools to improve software reliability and reduce post-release bugs. It highlights the importance of collaboration between development and testing teams.
Comprehensive Bibliographic Survey and Forward-Looking Recommendations for Software Defect Prediction: Datasets, Validation Methodologies, Prediction Approaches, and Tools
Mohd Mustaqeem; Mahfooz Alam; Suhel Mustajab; Faisal Alshanketi; Shadab Alam; Mohammed Shuaib
https://doi.org/10.1109/ACCESS.2024.3517419
Volume 13
The development of reliable software depends heavily on the effective collaboration between teams responsible for development and testing. Despite ongoing efforts, many software programs still contain bugs that can lead to financial losses and business risks. Therefore, detecting and fixing software defects after release is crucial. While binary classification methods have been commonly used for t...