Multiclass Lagrangian support vector machine.
Jae Pil HwangBaehoon ChoiIn Wha HongEuntai KimPublished in: Neural Comput. Appl. (2013)
Keyphrases
- multi class
- support vector machine
- svm classifier
- multiclass classification
- support vector
- feature selection
- binary classification
- multiclass problems
- training data
- machine learning
- support vector machine svm
- feature vectors
- cost sensitive
- multi class classification
- decision boundary
- error correcting output codes
- optimal solution
- training set
- pairwise
- kernel methods
- binary classifiers
- generalization ability
- multinomial logistic regression
- multiple classes
- multiclass learning
- multiclass support vector machines
- kernel function
- k nearest neighbor
- boosting algorithms
- machine learning algorithms
- statistical learning theory
- perceptron algorithm
- knn
- support vectors
- multi task
- base classifiers
- maximum margin
- hyperplane
- structured output
- model selection
- lower bound
- decision trees