An Ensemble Learning Approach for Software Defect Prediction in Developing Quality Software Product.
Yakub Kayode SaheedOlumide LongeUsman Ahmad BabaSandip RakshitNarasimha Rao VajjhalaPublished in: ICACDS (1) (2021)
Keyphrases
- ensemble learning
- software defect prediction
- software product
- software quality
- reverse engineering
- product quality
- life cycle
- software development
- generalization ability
- software projects
- random forest
- software process
- ensemble methods
- software engineering
- ensemble classifier
- development process
- feature ranking
- base classifiers
- imbalanced data
- sample selection bias
- concept drift
- unlabeled data
- decision trees
- support vector machine
- artificial neural networks