Using active learning selection approach for cross-project software defect prediction.
Wenbo MiYong LiMing WenYouren ChenPublished in: Connect. Sci. (2022)
Keyphrases
- training data
- active learning
- sample selection
- software defect prediction
- class imbalance
- learning algorithm
- labeled data
- training set
- unlabeled data
- sample selection bias
- data sets
- ensemble learning
- semi supervised learning
- random sampling
- imbalanced data
- naive bayes
- training samples
- selection algorithm
- transfer learning
- semi supervised
- feature selection
- machine learning
- cost sensitive
- linear regression
- logistic regression