Support Vector Machines for Improved Voiceband Classification.
Stephen R. AltyPublished in: KES (2003)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- cross validation
- learning machines
- svm classifier
- generalization ability
- large margin classifiers
- feature selection
- multi class classification
- pattern recognition
- decision trees
- automatic classification
- preprocessing
- decision function
- svm classification
- hyperplane
- pattern classification
- kernel methods
- decision rules
- logistic regression
- machine learning algorithms
- kernel function
- feature extraction
- text classification
- kernel logistic regression
- machine learning
- rbf kernel
- feature vectors
- multi class
- supervised learning
- principal component analysis
- image classification
- improved algorithm
- support vector regression
- classification models
- model selection
- training samples
- training examples
- classification method