Towards well-specified semi-supervised model-based classifiers via structural adaptation.
Zhaocai SunWilliam K. CheungXiaofeng ZhangJun YangPublished in: CoRR (2017)
Keyphrases
- semi supervised
- co training
- semi supervised support vector machines
- labeled and unlabeled data
- labeled data
- semi supervised learning
- unlabeled samples
- semi supervised dimensionality reduction
- decision trees
- unlabeled data
- partially labeled data
- training data
- svm classifier
- structural information
- labeled training data
- kernel logistic regression
- supervised learning
- labeled samples
- multi view
- active learning
- classification algorithm
- unsupervised learning
- classifier combination
- semi supervised clustering
- pairwise
- machine learning
- semi supervised classification
- binary classifiers
- labeled examples
- machine learning methods
- linear classifiers
- classification systems
- naive bayes
- pairwise constraints
- training examples
- machine learning algorithms
- object detection
- test set
- support vector
- transfer learning
- classification models
- ensemble learning
- label propagation
- training set
- subspace learning
- supervised classification