SSVM: A Smooth Support Vector Machine for Classification.
Yuh-Jye LeeO. L. MangasarianPublished in: Comput. Optim. Appl. (2001)
Keyphrases
- support vector machine
- svm classifier
- support vector machine svm
- classification method
- support vector
- feature vectors
- high classification accuracy
- decision boundary
- machine learning
- classification algorithm
- feature space
- image classification
- classification scheme
- classification accuracy
- svm classification
- k nearest neighbor
- automatic classification
- generalization ability
- structured output
- classification systems
- training set
- feature selection
- kernel methods
- kernel function
- multi class
- decision rules
- class labels
- soft margin
- classification models
- feature extraction
- small sample
- multi class support vector machines
- decision trees
- decision forest
- training data
- preprocessing
- high dimensional
- artificial neural networks
- text classification
- model selection
- unsupervised learning
- training samples