A unified model for support vector machine and support vector data description.
Trung LeDat TranWanli MaDharmendra SharmaPublished in: IJCNN (2012)
Keyphrases
- unified model
- support vector data description
- support vector machine
- kernel function
- support vectors
- decision boundary
- statistical learning theory
- novelty detection
- svm classifier
- multi class
- support vector
- detection method
- training speed
- kernel methods
- machine learning
- feature space
- feature vectors
- training data
- density estimation
- support vector machine svm
- classification algorithm
- target class
- k nearest neighbor
- input space
- hyperplane
- training set
- feature selection
- detecting outliers
- outlier detection
- knn
- improve the classification accuracy
- generalization ability
- high dimensional
- training examples
- nearest neighbor
- pattern classification
- data sets