Online SVM learning: from classification to data description and back.
David M. J. TaxPavel LaskovPublished in: NNSP (2003)
Keyphrases
- online learning
- data sets
- support vector
- prior knowledge
- support vector machine svm
- training data
- learning algorithm
- supervised learning
- learning problems
- bayesian methods
- pattern recognition
- incremental learning
- data sources
- data points
- background knowledge
- classification method
- learning tasks
- data mining techniques
- support vector machine
- feature space
- structured output
- generalization ability
- classification algorithm
- svm classifier
- training samples
- feature vectors
- training set
- decision trees
- machine learning
- neural network