SVM Classifier Incorporating Feature Selection Using GA for Spam Detection.
Huai-bin WangYing YuZhen LiuPublished in: EUC (2005)
Keyphrases
- spam detection
- svm classifier
- feature selection
- support vector machine
- selected features
- support vector
- informative features
- feature subset
- genetic algorithm ga
- support vector machine svm
- image classification
- web spam
- spam filtering
- feature vectors
- kernel function
- multi class
- feature selection algorithms
- fold cross validation
- knn
- web spam detection
- fitness function
- training set
- text classification
- feature space
- svm classification
- machine learning
- feature extraction
- text categorization
- feature set
- anti spam
- fraud detection
- classification accuracy
- k nearest neighbor
- standard svm
- ls svm
- semi supervised
- spam classification
- linear discriminant classifier
- web graph
- natural language processing
- pattern recognition
- training data
- web pages
- social networks