Efficient Multiclass Boosting Classification with Active Learning.
Jian HuangSeyda ErtekinYang SongHongyuan ZhaC. Lee GilesPublished in: SDM (2007)
Keyphrases
- multi class
- multiclass classification
- cost sensitive
- multi class boosting
- active learning
- binary classifiers
- support vector machine
- cost sensitive classification
- multi class classification
- binary classification problems
- multi class classifier
- multiple classes
- feature selection
- multiclass problems
- base classifiers
- multiclass support vector machines
- boosting algorithms
- binary and multi class
- error correcting output codes
- class imbalance
- multiclass svm
- multi class problems
- cost sensitive learning
- machine learning
- binary classification
- pairwise
- machine learning algorithms
- single class
- learning algorithm
- class labels
- perceptron algorithm
- ensemble learning
- classification accuracy
- support vector
- decision trees
- kernel fisher
- classification error
- feature vectors
- training set
- feature space