Vicinal support vector classifier using supervised kernel-based clustering.
XuLei YangAize CaoQing SongGerald SchaeferYi SuPublished in: Artif. Intell. Medicine (2014)
Keyphrases
- support vector
- kernel based clustering
- kernel function
- feature selection
- kernel methods
- reduced set
- support vector machine
- svm classifier
- logistic regression
- decision function
- generalization ability
- learning algorithm
- cross validation
- support vectors
- supervised classification
- unsupervised learning
- loss function
- hyperplane
- radial basis function
- decision trees
- training examples
- multi class
- feature space
- linear classifiers
- machine learning
- binary classification
- supervised classifiers
- classification accuracy
- training data
- semi supervised
- linear discriminant analysis
- neural network
- multi class classification
- maximum margin
- svm classification
- feature set
- supervised training
- image processing
- pattern recognition
- k means
- large margin classifiers
- data mining