Kernel-based online machine learning and support vector reduction.
Sumeet AgarwalV. Vijaya SaradhiHarish KarnickPublished in: Neurocomputing (2008)
Keyphrases
- support vector
- machine learning
- kernel methods
- support vector machine
- online learning
- feature selection
- kernel function
- logistic regression
- learning problems
- learning machines
- pattern recognition
- binary classification
- active learning
- data analysis
- information extraction
- machine learning methods
- support vectors
- data mining
- natural language processing
- feature space
- computer vision
- learning algorithm
- kernel machines
- neural network
- svm classification
- generalization ability
- hyperplane
- machine learning algorithms
- training examples
- text classification
- supervised learning
- decision trees