Multiclass Ridge-adjusted Slack Variable Optimization using selected basis for fast classification.
Yinan YuKonstantinos I. DiamantarasTomas McKelveySun-Yuan KungPublished in: EUSIPCO (2014)
Keyphrases
- multi class
- multiclass classification
- binary classifiers
- support vector machine
- multiclass support vector machines
- cost sensitive classification
- multi class classifier
- multiple classes
- multi class classification
- binary and multi class
- multiclass problems
- class probabilities
- cost sensitive
- binary classification problems
- kernel fisher
- feature selection
- multi class boosting
- single class
- error correcting output codes
- multi class problems
- pairwise
- binary classification
- multiclass svm
- multiclass learning
- classification accuracy
- constrained optimization
- generalized discriminant analysis
- feature space
- perceptron algorithm
- training set
- text classification
- training samples
- binary classification tasks
- support vector
- class labels
- multi label classification
- machine learning