Probabilistic Labeled Semi-supervised SVM.
Mingjie QianFeiping NieChangshui ZhangPublished in: ICDM Workshops (2009)
Keyphrases
- semi supervised
- fully labeled
- unlabeled instances
- labeled examples
- supervised learning
- support vector
- training data
- semi supervised learning
- unlabeled data
- generative model
- unlabeled samples
- support vector machine svm
- active learning
- semi supervised support vector machines
- partially labeled
- labeled data
- training set
- svm classifier
- small set of labeled
- probabilistic model
- support vector machine
- pairwise
- multi view
- knn
- bayesian networks
- semi supervised classification
- co training
- kernel machines
- machine learning
- pairwise constraints
- label propagation
- neural network
- kernel function
- multi class
- labeled training data
- data sets
- decision trees
- svm classification
- probabilistic logic
- subspace learning
- maximum margin
- hyperplane
- feature vectors