Dynamic Feature Selection for Spam Filtering Using Support Vector Machine.
Md. Rafiqul IslamWanlei ZhouMorshed U. ChowdhuryPublished in: ACIS-ICIS (2007)
Keyphrases
- spam filtering
- feature selection
- support vector machine
- text classification
- support vector
- spam filters
- multi class
- feature set
- machine learning
- feature space
- machine learning models
- dynamic environments
- text categorization
- knn
- feature vectors
- feature extraction
- kernel function
- spam detection
- high dimensionality
- small sample
- recursive feature elimination
- spam classification
- anti spam
- selected features
- decision boundary
- support vector regression
- microarray data
- kernel methods
- support vector machine svm
- k nearest neighbor
- mutual information
- classification accuracy
- search engine