A comparative study on feature selection and adaptive strategies for email foldering.
José M. Carmona-CejudoGladys CastilloManuel Baena-GarcíaRafael Morales BuenoPublished in: ISDA (2011)
Keyphrases
- adaptive strategies
- feature selection
- particle swarm optimizer
- enron email
- spam filtering
- email messages
- instant messaging
- text categorization
- mutual information
- feature extraction
- spam detection
- electronic mail
- feature selection algorithms
- support vector
- selected features
- text classification
- feature set
- support vector machine
- anti spam
- information gain
- machine learning
- high dimensionality
- multi class
- knn
- feature space
- method for feature selection
- communication medium
- irrelevant features
- discriminative features
- comparative study
- microarray data
- model selection
- text mining
- communication tools
- speech acts
- mailing lists
- particle swarm optimization
- dimensionality reduction
- data sets