An approach to incremental SVM learning algorithm.
Rong XiaoJicheng WangFuyan ZhangPublished in: ICTAI (2000)
Keyphrases
- learning algorithm
- generalization ability
- support vector machine svm
- training data
- support vector
- maximum margin
- support vector machine
- classification algorithm
- machine learning
- machine learning algorithms
- knn
- learning rate
- rbf network
- svm classifier
- multi class
- supervised learning
- incremental learning
- support vectors
- learning scheme
- training algorithm
- training samples
- learning machines
- active learning
- feature selection
- batch mode
- learning process
- generalization error
- multi class svm
- learning tasks
- back propagation
- kernel function
- training examples
- hyperplane
- generalization bounds
- feature vectors
- perceptron algorithm
- svm classification
- naive bayes classifier
- k nearest neighbor
- multi class classification
- kernel methods
- learning models
- learning problems
- decision function
- data sets