Robust classifier learning with fuzzy class labels for large-margin support vector machines.
Chan-Yun YangJui-Jen ChouFeng-Li LianPublished in: Neurocomputing (2013)
Keyphrases
- class labels
- support vector
- large margin classifiers
- learning machines
- learning algorithm
- supervised learning
- training examples
- support vector machine
- labeled and unlabeled data
- training data
- labeled data
- training set
- classification algorithm
- active learning
- machine learning
- multi category
- unlabeled data
- learning process
- multi class
- svm classifier
- reinforcement learning
- discriminative learning
- feature set
- maximum margin
- base classifiers
- collective inference
- feature space
- unseen data
- pairwise
- hyperplane
- learning problems
- learning tasks
- multi label
- classification accuracy
- semi supervised