Support vector machines for spam categorization.
Harris DruckerDonghui WuVladimir VapnikPublished in: IEEE Trans. Neural Networks (1999)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- spam detection
- feature selection
- text categorization
- support vector machine
- loss function
- classification accuracy
- multi class
- training examples
- kernel function
- spam filtering
- anti spam
- generalization bounds
- maximum margin
- data mining
- radial basis function
- logistic regression
- artificial neural networks
- data sets
- generalization ability
- automatic classification
- binary classification
- support vectors
- cross validation
- svm classifier
- image categorization
- spam filters
- pairwise
- genetic algorithm