Boosting for multiclass semi-supervised learning.
Jafar TanhaMaarten van SomerenHamideh AfsarmaneshPublished in: Pattern Recognit. Lett. (2014)
Keyphrases
- semi supervised learning
- multi class
- boosting algorithms
- base classifiers
- multiclass classification
- cost sensitive
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- multi class classification
- feature selection
- machine learning
- binary classification problems
- pairwise
- unsupervised learning
- kernel machines
- training data
- binary classification
- support vector machine
- active learning
- co training
- text categorization
- transfer learning
- learning problems
- improve the classification accuracy
- learning algorithm
- linear classifiers
- multi label classification
- binary classifiers
- base learners
- class distribution
- misclassification costs
- multi task
- learning models
- ensemble methods
- prior knowledge