Multicategory classification via discrete support vector machines.
Carlotta OrsenigoCarlo VercellisPublished in: Comput. Manag. Sci. (2009)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- large margin classifiers
- feature selection
- learning machines
- generalization ability
- svm classifier
- cross validation
- kernel function
- svm classification
- preprocessing
- classification method
- text classification
- multi class classification
- training examples
- decision trees
- loss function
- classification models
- kernel methods
- supervised learning
- machine learning
- decision boundary
- automatic classification
- pattern classification
- classification algorithm
- decision rules
- feature vectors
- machine learning methods
- pattern recognition
- support vector regression
- binary classification
- neural network
- feature space
- support vector machine svm
- feature ranking
- image classification