Cascade Generalization-based Classifiers for Software Defect Prediction.
Aminat BashirAbdullateef BalogunMatthew AdigunSunday Adeola AjagbeLuiz Fernando CapretzJoseph AwotundeHammed MojeedPublished in: CoRR (2024)
Keyphrases
- software defect prediction
- ensemble learning
- feature ranking
- imbalanced data
- feature selection
- training data
- ensemble classifier
- weak classifiers
- training set
- linear classifiers
- classification models
- class imbalance
- generalization ability
- decision trees
- machine learning algorithms
- support vector
- support vector machine
- decision boundary
- random forest
- machine learning methods
- naive bayes
- concept drift
- ensemble methods
- test set
- text categorization
- feature set
- data sets