Exploring Fringe Settings of SVMs for Classification.
Adam KowalczykBhavani RaskuttiPublished in: PKDD (2003)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- classification algorithm
- training set
- generalization ability
- svm classifier
- classification method
- feature space
- decision trees
- pattern recognition
- feature vectors
- feature selection
- supervised learning
- classification accuracy
- machine learning
- pattern classification
- image classification
- training data
- feature extraction
- radial basis function
- decision boundary
- rule based classifier
- decision rules
- training samples
- hyperplane
- text classification
- neural networks and support vector machines
- structured learning
- classifier combination
- majority voting
- bayes classifier
- multiclass classification
- machine learning algorithms
- multi class