A safe sample screening rule for Laplacian twin parametric-margin support vector machine.
Zhiji YangYitian XuPublished in: Pattern Recognit. (2018)
Keyphrases
- support vector machine
- soft margin
- support vector
- small sample
- decision boundary
- maximum margin
- svm classifier
- training set
- association rules
- classification algorithm
- active databases
- classification method
- sample size
- training data
- hyperplane
- feature selection
- multi class support vector machines
- k nearest neighbor
- edge detection
- generalization ability
- generalization error
- parametric models
- kernel function
- multi class
- multiscale
- nearest neighbor
- stock market prediction
- cervical cancer
- high classification accuracy
- drug discovery
- knn
- production rules
- radial basis function
- rule sets
- support vector machine svm