A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification.
Jong-Chyi SuZezhou ChengSubhransu MajiPublished in: CoRR (2021)
Keyphrases
- fine grained
- semi supervised learning
- supervised learning
- improve the classification accuracy
- semi supervised
- semi supervised classification
- co training
- coarse grained
- unlabeled data
- semi supervised learning algorithms
- unsupervised learning
- machine learning
- labeled and unlabeled data
- labeled data
- transductive support vector machine
- unlabeled samples
- classification accuracy
- manifold regularization
- access control
- text classification
- decision trees
- training data
- active learning
- class labels
- label propagation
- learning algorithm
- pattern recognition
- classification models
- text categorization
- feature space
- label information
- training set
- feature extraction
- multi view
- support vector
- transfer learning
- support vector machine