Scalable Support Vector Machine for Semi-supervised Learning.
Trung LeKhanh NguyenVan NguyenVu NguyenDinh Q. PhungPublished in: CoRR (2016)
Keyphrases
- semi supervised learning
- support vector machine
- training data
- unlabeled data
- semi supervised
- machine learning
- co training
- labeled data
- supervised learning
- semi supervised classification
- learning problems
- unsupervised learning
- svm classifier
- multi class
- manifold regularization
- improve the classification accuracy
- active learning
- support vector
- label propagation
- regularization framework
- decision boundary
- labeled and unlabeled data
- kernel function
- k nearest neighbor
- semi supervised learning algorithms
- semi supervised support vector machines
- transfer learning
- opinion detection
- training set
- feature selection
- pattern recognition
- knn
- learning models
- class labels
- data sets
- graph construction
- data points
- feature vectors
- feature space