Spam host classification using PSO-SVM.
Adriana-Cristina EnacheValentin SgarciuPublished in: AQTR (2014)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- classification method
- svm classifier
- feature vectors
- spam detection
- feature selection
- machine learning
- classification accuracy
- generalization ability
- improves the classification accuracy
- training set
- high classification accuracy
- pattern recognition
- feature space
- svm classification
- multi class classification
- spam filtering
- particle swarm optimization
- particle swarm optimization pso
- multi class
- support vector machine classifiers
- supervised learning
- partially supervised
- multiclass support vector machines
- knn
- decision boundary
- pso algorithm
- training samples
- k nearest neighbor
- optimal parameters
- hybrid algorithm
- optimization algorithm
- multi class svm
- unbalanced data
- email spam
- image classification