Exploring a hybrid of support vector machines (SVMs) and a heuristic-based system in classifying web pages.
Ahmad Fuad Rezaur RahmanYuliya TarnikovaHassan AlamPublished in: DRR (2003)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- classifying web pages
- support vectors
- kernel function
- logistic regression
- sparse kernel
- text classification
- svm classifier
- feature selection
- hyperplane
- multi class
- radial basis function
- loss function
- kernel methods
- support vector machine
- number of support vectors
- binary classification
- classification accuracy
- multi class classification
- maximum margin
- web pages
- generalization ability
- generalization bounds
- training examples
- kernel machines
- cross validation
- machine learning
- soft margin
- databases
- multiple kernel learning
- knowledge discovery
- kernel parameters
- support vector regression
- feature set
- real world