Kernel-based online machine learning and support vector reduction.
Sumeet AgarwalV. Vijaya SaradhiHarish KarnickPublished in: ESANN (2007)
Keyphrases
- support vector
- machine learning
- kernel methods
- support vector machine
- online learning
- feature selection
- kernel function
- real time
- logistic regression
- generalization ability
- learning machines
- radial basis function
- learning problems
- text mining
- inductive learning
- learning tasks
- machine learning methods
- svm classifier
- loss function
- machine learning approaches
- support vector regression
- data mining
- supervised learning
- maximum margin
- knowledge discovery
- knowledge representation
- reduced set
- data analysis
- pattern recognition
- decision trees
- support vectors
- multiple kernel learning
- kernel logistic regression
- density ratio estimation
- binary classification
- data reduction
- machine learning algorithms
- text classification
- computational intelligence
- natural language processing
- information extraction
- feature space
- training data
- learning algorithm