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Sheela Manikandan

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📚 Publications (1)

Predictive Modeling of Software Defects Using Ensemble Machine Learning Techniques and Feature Extraction from Static Code Metrics and Version Control Histories
Journal: ISCSITR-International Journal of Software Engineering and Development • July 2021
In software engineering, predicting defects early in the development lifecycle is essential to improving code quality, reducing maintenance costs, and enhancing software reliability. This study invest...
Software defect prediction Ensemble learning Static code metrics Version control Machine learning Random forest Gradient boosting
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