Grindstone4Spam: An optimization toolkit for boosting e-mail classification.
José Ramon MéndezMiguel Reboiro-JatoFernando DíazEduardo DíazFlorentino Fdez-RiverolaPublished in: J. Syst. Softw. (2012)
Keyphrases
- spam e mail
- spam filtering
- spam detection
- email spam
- anti spam
- pre classified
- classification accuracy
- image classification
- classification algorithm
- kernel machines
- support vector machine
- text classification
- feature selection
- optimization algorithm
- machine learning
- classification method
- classification scheme
- classification systems
- supervised learning
- email messages
- pattern recognition
- multiclass classification
- multi class boosting
- decision trees
- ensemble classification
- support vector
- feature vectors
- weak learners
- decision stumps
- cost sensitive
- class labels
- support vector machine svm
- model selection
- search engine