Cross-Project Software Defect Prediction Based on Feature Selection and Transfer Learning.
Tianwei LeiJingfeng XueWeijie HanPublished in: ML4CS (3) (2020)
Keyphrases
- transfer learning
- software defect prediction
- sample selection bias
- feature selection
- feature ranking
- text categorization
- multi task
- text classification
- ensemble learning
- knowledge transfer
- learning tasks
- labeled data
- machine learning
- cross domain
- reinforcement learning
- imbalanced data
- active learning
- class imbalance
- target domain
- machine learning algorithms
- semi supervised learning
- unlabeled data
- high dimensionality
- learning algorithm
- feature selection algorithms
- multi class
- supervised learning
- neural network
- text mining
- feature extraction
- classification accuracy
- collaborative filtering