GNUsmail: Open Framework for On-line Email Classification

Real-time classification of massive email data is a challenging task that presents its own particular difficulties. Since email data presents an important temporal component, several problems arise: emails arrive continuously, and the criteria used to classify those emails can change, so the learning algorithms have to be able to deal with concept drift. Our problem is more general than spam detection, which has received much more attention in the literature.

Authors

• José M. Carmona-Cejudo
• Manuel Baena-García
• José del Campo-Ávila
• Rafael Morales Bueno
• Albert Bifet

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