Cross-Project Software Defect Prediction Using Feature-Based Transfer Learning.
He QingBiwen LiBeijun ShenYong XiaPublished in: Internetware (2015)
Keyphrases
- transfer learning
- software defect prediction
- learning tasks
- sample selection bias
- knowledge transfer
- labeled data
- cross domain
- ensemble learning
- active learning
- text categorization
- multi task
- machine learning
- collaborative filtering
- reinforcement learning
- text classification
- semi supervised learning
- semi supervised
- transfer knowledge
- machine learning algorithms
- training and test data
- text mining
- learning algorithm
- class imbalance
- target domain
- data analysis
- feature vectors
- data sets