DebtFree: minimizing labeling cost in self-admitted technical debt identification using semi-supervised learning.
Huy TuTim MenziesPublished in: Empir. Softw. Eng. (2022)
Keyphrases
- semi supervised learning
- label propagation
- unsupervised learning
- active learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- semi supervised classification
- training data
- co training
- graph based semi supervised learning
- learning problems
- partially labeled
- semi supervised learning algorithms
- image segmentation
- improve the classification accuracy
- cost sensitive
- labeled examples
- learning models
- labeled and unlabeled data
- transfer learning
- text classification
- training set
- data sets
- learning algorithm
- decision trees
- manifold regularization
- pattern recognition