Multiobjective Multiclass Soft-Margin Support Vector Machine Maximizing Pair-Wise Interclass Margins.
Keiji TatsumiRyo KawachiKenji HayashidaTetsuzo TaninoPublished in: ICONIP (1) (2008)
Keyphrases
- soft margin
- multi class
- multi objective
- support vector machine
- pairwise
- perceptron algorithm
- boosting algorithms
- evolutionary algorithm
- support vector
- svm classifier
- genetic algorithm
- feature selection
- generalization ability
- machine learning
- binary classification
- linear classifiers
- multi class classification
- parameter selection
- multiclass classification
- support vector machine svm
- objective function
- k nearest neighbor
- kernel function
- training set
- feature vectors
- hyperplane
- semi supervised
- training data
- feature space
- large margin classifiers
- base classifiers
- knn
- classification accuracy
- support vectors
- cost sensitive
- binary classifiers
- text categorization
- class probabilities
- svm classification
- feature extraction