Ambiguity-Based Multiclass Active Learning.
Ran WangChi-Yin ChowSam KwongPublished in: IEEE Trans. Fuzzy Syst. (2016)
Keyphrases
- multi class
- active learning
- binary classification
- multiclass problems
- active learning strategies
- cost sensitive
- feature selection
- random sampling
- training examples
- multi class classification
- multiclass classification
- machine learning
- multiple classes
- binary classification problems
- supervised learning
- semi supervised
- support vector machine
- generalization error
- learning algorithm
- labeled data
- pairwise
- multi task
- training set
- base classifiers
- multiclass learning
- unlabeled data
- binary classifiers
- semi supervised learning
- error correcting output codes
- perceptron algorithm
- multiclass support vector machines
- multi class classifier
- training data
- cost sensitive classification
- multi class problems
- sample complexity
- class imbalance