A Novel and Principled Multiclass Support Vector Machine.
Ping LingXiangsheng RongPublished in: Int. J. Intell. Syst. (2015)
Keyphrases
- multi class
- support vector machine
- support vector
- svm classifier
- multiclass problems
- feature selection
- binary classification
- cost sensitive
- machine learning
- support vector machine svm
- multi class classification
- k nearest neighbor
- statistical learning theory
- multiclass classification
- svm classification
- kernel function
- training set
- kernel methods
- generalization ability
- feature vectors
- soft margin
- multiclass svm
- multiclass support vector machines
- multinomial logistic regression
- multiclass learning
- multi class classifier
- training data
- multiple classes
- feature space
- binary classification problems
- knn
- hyperplane
- multi task
- neural network
- multi class problems
- error correcting output codes
- cost sensitive classification
- active learning
- decision boundary