Network-Constrained Support Vector Machine for Classification.
Li ChenJianhua XuanYue Joseph WangRebecca B. RigginsRobert ClarkePublished in: ICMLA (2008)
Keyphrases
- support vector machine
- support vector machine svm
- svm classifier
- support vector
- classification method
- classification algorithm
- decision boundary
- training set
- feature vectors
- pattern recognition
- machine learning
- classification process
- classification accuracy
- svm classification
- training data
- high classification accuracy
- feature selection
- small sample
- feature space
- multi class
- training samples
- feature extraction
- classification scheme
- automatic classification
- network model
- generalization ability
- multiclass classification
- learning algorithm
- network structure
- class labels
- preprocessing
- pattern classification
- image classification
- peer to peer
- wireless sensor networks
- text classification
- multi class support vector machines
- decision trees
- soft margin
- structured output
- multi layer perceptron
- benchmark datasets
- computer networks
- classification models
- cost sensitive