LAL: Meta-Active Learning-based Software Defect Prediction.
Yubin QuFang LiXiang ChenPublished in: Int. J. Perform. Eng. (2020)
Keyphrases
- software defect prediction
- active learning
- class imbalance
- ensemble learning
- imbalanced data
- sample selection bias
- unlabeled data
- learning algorithm
- feature ranking
- random sampling
- sampling methods
- supervised learning
- training set
- cost sensitive
- cost sensitive learning
- machine learning
- labeled data
- training examples
- binary classification
- semi supervised
- semi supervised learning
- generalization error
- sample selection