Embedded Feature Selection for Spam and Phishing Filtering using Support Vector Machines.
Sebastián MaldonadoGaston L'HuillierPublished in: ICPRAM (2) (2012)
Keyphrases
- spam filtering
- feature selection
- spam filters
- spam e mail
- email spam
- text classification
- phishing emails
- anti spam
- wrapper feature selection
- spam detection
- text categorization
- learning to classify
- feature extraction
- embedded systems
- phishing attacks
- feature space
- classification accuracy
- machine learning
- high dimensionality
- feature selection algorithms
- filtering algorithm
- irrelevant features
- discriminative features
- knn
- classification models
- mutual information
- text mining
- multi class
- multi task
- microarray data
- method for feature selection
- median filter
- active learning
- naive bayes
- support vector
- support vector machine