Weighted linear loss twin support vector machine for large-scale classification.
Yuan-Hai ShaoWei-Jie ChenZhen WangChun-Na LiNai-Yang DengPublished in: Knowl. Based Syst. (2015)
Keyphrases
- support vector machine
- svm classifier
- support vector
- classification method
- k nearest neighbour
- support vector machine svm
- classification algorithm
- svm classification
- machine learning
- training set
- feature vectors
- feature selection
- high classification accuracy
- small sample
- generalization ability
- multi class
- pattern recognition
- classification accuracy
- nonlinear regression
- linear support vector machines
- decision boundary
- kernel function
- pattern classification
- text classification
- classification scheme
- automatic classification
- radial basis function
- image classification
- knn
- hyperplane
- histogram intersection kernel
- hierarchical text classification
- decision trees
- soft margin
- majority voting
- training samples
- feature space
- classification process
- classification systems
- small scale
- classification models
- nearest neighbour
- supervised learning
- feature extraction
- model selection
- kernel methods
- active learning