Multiclass Probabilistic Classification for Support Vector Machines.
Ji-Sang BaeJong-Ok KimPublished in: IEICE Trans. Inf. Syst. (2015)
Keyphrases
- multi class
- large margin classifiers
- support vector
- support vector machine
- multi class classification
- multiclass classification
- binary classification
- binary classifiers
- multiclass support vector machines
- multiple classes
- multi class classifier
- cost sensitive
- feature selection
- multiclass problems
- cost sensitive classification
- svm classifier
- classification accuracy
- binary and multi class
- binary classification problems
- learning machines
- svm classification
- class probabilities
- multi class boosting
- kernel function
- error correcting output codes
- soft margin
- machine learning
- cross validation
- generalization ability
- kernel fisher
- support vectors
- perceptron algorithm
- classification algorithm
- support vector machine svm
- multiclass learning
- pairwise
- decision trees
- maximum margin
- loss function
- bayesian networks
- boosting algorithms
- multi label classification
- multiple kernel learning
- kernel methods
- training examples
- multiclass svm