Structural twin parametric-margin support vector machine for binary classification.
Xinjun PengYifei WangDong XuPublished in: Knowl. Based Syst. (2013)
Keyphrases
- binary classification
- support vector machine
- support vector
- soft margin
- multi class
- decision boundary
- boosting algorithms
- training set
- generalization error
- multi class classification
- svm classifier
- kernel function
- support vector machine svm
- k nearest neighbor
- binary classifiers
- cost sensitive
- feature vectors
- training data
- feature selection
- hyperplane
- machine learning
- svm classification
- multiple kernel learning
- knn
- feature space
- classification algorithm
- nonlinear kernel
- data mining
- kernel methods
- training samples
- upper bound
- data sets
- learning problems
- class distribution
- multi label
- cross validation
- prediction accuracy
- text classification
- image classification
- feature extraction