Enhancing software defect prediction: a framework with improved feature selection and ensemble machine learning.
Misbah AliTehseen MazharAmal Al-RasheedTariq ShahzadYazeed Yasin GhadiMuhammad Amir KhanPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- feature selection
- machine learning
- software defect prediction
- feature ranking
- ensemble learning
- text categorization
- ensemble classifier
- semi supervised learning
- text classification
- training data
- learning algorithm
- unsupervised learning
- machine learning algorithms
- machine learning methods
- inductive learning
- class imbalance
- training set