Less, but Stronger: On the Value of Strong Heuristics in Semi-supervised Learning for Software Analytics.
Huy TuTim MenziesPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- semi supervised classification
- machine learning
- learning problems
- active learning
- training data
- co training
- label propagation
- graph based semi supervised learning
- manifold regularization
- e learning
- data mining
- learning models
- improve the classification accuracy
- labeled examples
- regularization framework
- transfer learning
- domain adaptation
- real world
- semi supervised learning algorithms
- semi supervised learning methods
- text classification
- data analysis
- graph transduction