DebtFree: Minimizing Labeling Cost in Self-Admitted Technical Debt Identification using Semi-Supervised Learning.
Huy TuTim MenziesPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- label propagation
- active learning
- unsupervised learning
- unlabeled data
- semi supervised
- labeled data
- supervised learning
- training data
- semi supervised classification
- labeled examples
- co training
- manifold regularization
- partially labeled
- machine learning
- graph based semi supervised learning
- regularization framework
- learning problems
- transfer learning
- cost sensitive
- image segmentation
- unlabeled samples
- graph transduction
- labeled and unlabeled data
- domain adaptation
- computer vision
- expectation maximization
- multi view
- text classification
- prior knowledge
- improve the classification accuracy
- reinforcement learning
- semi supervised learning methods
- feature selection
- information retrieval