Software defect prediction using tree-based ensembles.
Hamoud AljamaanAmal AlazbaPublished in: PROMISE (2020)
Keyphrases
- software defect prediction
- ensemble learning
- imbalanced data
- feature ranking
- ensemble methods
- generalization ability
- feature selection
- random forest
- base classifiers
- decision trees
- class imbalance
- classification models
- support vector machine
- sample selection bias
- prediction accuracy
- ensemble classifier
- neural network
- linear regression
- non stationary
- text categorization
- nearest neighbor
- base learners