A Multiclass Nonparallel Parametric-Margin Support Vector Machine.
Shu-Wang DuMing-Chuan ZhangPei ChenHui-Feng SunWeijie ChenYuan-Hai ShaoPublished in: Inf. (2021)
Keyphrases
- multi class
- support vector machine
- support vector
- soft margin
- decision boundary
- maximum margin
- boosting algorithms
- training set
- svm classifier
- multi class classification
- binary classification
- large margin classifiers
- machine learning
- multiclass problems
- support vector machine svm
- kernel function
- feature selection
- hinge loss
- feature vectors
- perceptron algorithm
- svm classification
- multiclass classification
- generalization ability
- multiple classes
- feature space
- training data
- multiclass learning
- multiclass support vector machines
- binary classifiers
- linear classifiers
- support vectors
- kernel methods
- generalization error
- statistical learning theory
- multi task
- hyperplane
- k nearest neighbor
- cost sensitive classification
- supervised learning
- pairwise
- feature extraction
- data sets