A learning algorithm for improving the classification speed of support vector machines.
Jun GuoNorikazu TakahashiTetsuo NishiPublished in: ECCTD (2005)
Keyphrases
- support vector
- generalization ability
- learning algorithm
- learning machines
- classification accuracy
- large margin classifiers
- support vector machine
- classification algorithm
- training samples
- pattern recognition
- svm classifier
- machine learning
- cross validation
- machine learning algorithms
- training examples
- logistic regression
- feature selection
- multi class classification
- supervised learning
- feature vectors
- machine learning methods
- hyperplane
- nearest neighbour algorithm
- generalization bounds
- svm classification
- decision trees
- support vector machine svm
- classification rules
- text classification
- classification method
- artificial neural networks
- training data
- ensemble learning
- kernel function
- support vectors
- multi task learning
- decision rules
- neural network
- image classification
- soft margin
- decision stumps
- naive bayes