Active Learning for Software Defect Prediction.
Guangchun LuoYing MaKe QinPublished in: IEICE Trans. Inf. Syst. (2012)
Keyphrases
- software defect prediction
- active learning
- class imbalance
- ensemble learning
- imbalanced data
- binary classification
- learning algorithm
- sample selection bias
- random sampling
- unlabeled data
- training examples
- cost sensitive
- cost sensitive learning
- machine learning
- learning process
- semi supervised
- feature ranking
- semi supervised learning
- labeled data
- supervised learning
- generalization error
- minority class
- training set
- generalization ability
- sample selection
- support vector