Incremental Learning of Support Vector Machines by Classifier Combining.
Yimin WenBao-Liang LuPublished in: PAKDD (2007)
Keyphrases
- incremental learning
- support vector
- fuzzy artmap
- large margin classifiers
- learning machines
- svm classifier
- incremental learning algorithm
- hyperplane
- support vector machine
- unlabeled samples
- logistic regression
- training examples
- feature selection
- ensemble learning
- cross validation
- decision trees
- batch mode
- supervised learning
- batch learning
- learning process
- classification accuracy
- semi supervised
- multi class
- soft margin
- kernel function
- linear classifiers
- decision function
- training set
- training samples
- binary classification
- combining multiple
- support vectors
- training data
- feature extraction
- back propagation
- multiple kernel learning
- data mining
- model selection
- feature set
- feature space
- learning algorithm