Classification of multiple observations by semi-supervised learning
Effrosini KokiopoulouPascal FrossardPublished in: CoRR (2008)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- improve the classification accuracy
- semi supervised
- unlabeled data
- co training
- semi supervised learning algorithms
- uci datasets
- labeled data
- unsupervised learning
- machine learning
- transductive support vector machine
- labeled and unlabeled data
- classification accuracy
- text classification
- unlabeled samples
- manifold regularization
- decision trees
- active learning
- pattern recognition
- supervised learning algorithms
- label propagation
- feature extraction
- label information
- text categorization
- support vector
- incremental learning
- learning models
- multi view
- training data
- class labels
- transfer learning
- image classification
- instance selection
- labeled examples
- support vector machine
- graph construction
- metric learning
- training set
- information extraction
- labeled instances
- graph based semi supervised learning
- supervised classification