A novel semi-supervised learning for SMS classification.
Ishtiaq AhmedDonghai GuanTaeChoong ChungPublished in: ICMLC (2014)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- semi supervised
- improve the classification accuracy
- unlabeled data
- co training
- unsupervised learning
- uci datasets
- transductive support vector machine
- labeled data
- machine learning
- semi supervised learning algorithms
- labeled and unlabeled data
- unlabeled samples
- supervised learning algorithms
- manifold regularization
- text classification
- class labels
- training data
- text categorization
- supervised classification
- labeled examples
- instance selection
- active learning
- pattern recognition
- label propagation
- feature selection
- metric learning
- training samples
- support vector machine
- label information
- training set
- labeled instances
- graph based semi supervised learning
- decision trees
- pairwise constraints
- learning models
- incremental learning
- multi view
- image classification
- semi supervised learning methods
- support vector