Correlation feature and instance weights transfer learning for cross project software defect prediction.
Quanyi ZouLu LuShaojian QiuXiaowei GuZiyi CaiPublished in: IET Softw. (2021)
Keyphrases
- transfer learning
- software defect prediction
- sample selection bias
- learning tasks
- feature ranking
- cross domain
- knowledge transfer
- reinforcement learning
- labeled data
- active learning
- machine learning
- semi supervised learning
- transfer knowledge
- collaborative filtering
- feature selection
- text classification
- ensemble learning
- text categorization
- class imbalance
- feature vectors
- text mining
- learning algorithm
- feature set
- high dimensionality
- multi task
- supervised learning
- knn