Distance-based margin support vector machine for classification.
Yan-Cheng ChenChao-Ton SuPublished in: Appl. Math. Comput. (2016)
Keyphrases
- support vector machine
- support vector
- decision boundary
- training set
- svm classifier
- support vector machine svm
- soft margin
- feature vectors
- classification algorithm
- classification method
- generalization ability
- pattern classification
- machine learning
- multi class
- classification accuracy
- high classification accuracy
- feature space
- svm classification
- classification scheme
- feature selection
- training samples
- image classification
- pattern recognition
- k nearest neighbor
- radial basis function
- feature extraction
- decision forest
- standard svm
- cross validation
- classification process
- automatic classification
- small sample
- kernel methods
- euclidean distance
- decision function
- benchmark datasets
- text classification
- preprocessing
- sequential minimal optimization