A hybrid Gini PSO-SVM feature selection based on Taguchi method: an evaluation on email filtering.
Noormadinah AlliasMegat Norulazmi MegatMohamed NoorMohd Nazri IsmailPublished in: ICUIMC (2014)
Keyphrases
- feature selection
- support vector
- support vector machine
- spam e mail
- particle swarm optimization pso
- particle swarm optimization
- multi class
- email spam
- spam filtering
- support vector machine svm
- enron email
- bayes classifier
- particle swarm optimization algorithm
- machine learning
- small sample
- knn
- feature set
- text classification
- anti spam
- feature extraction
- feature ranking
- selected features
- text mining
- mutual information
- pso algorithm
- feature space
- electronic mail
- text categorization
- particle swarm optimisation
- spam filters
- particle swarm optimizer
- instant messaging
- spam detection
- kernel function
- mailing lists
- genetic algorithm ga
- classification performances
- evolutionary algorithm
- input features
- feature vectors