An overview on semi-supervised support vector machine.
Shifei DingZhibin ZhuXiekai ZhangPublished in: Neural Comput. Appl. (2017)
Keyphrases
- semi supervised
- support vector machine
- svm classifier
- semi supervised learning
- labeled data
- support vector
- unlabeled data
- supervised learning
- active learning
- multi class
- semi supervised support vector machines
- semi supervised classification
- labeled examples
- multi view
- unsupervised learning
- training data
- kernel methods
- svm classification
- hyperplane
- generalization ability
- machine learning
- k nearest neighbor
- pairwise
- kernel function
- data sets
- manifold learning
- feature vectors
- co training
- semi supervised clustering
- feature selection
- support vector machine svm
- multi class support vector machines
- soft margin
- kernel machines
- training set
- decision boundary
- pairwise constraints
- current status
- genetic algorithm
- reduced set
- stock market prediction
- support vectors
- radial basis function