Three-Phase Tournament-Based Method for Better Email Classification

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Provided by: Academy & Industry Research Collaboration Center
Topic: Networking
Format: PDF
Email classification performance has attracted much attention in the last decades. This paper proposes a tournament-based method to evolve email classification performance utilizing world final cup rules as a solution heuristics. The authors' proposed classification method passes through three phases: clustering (grouping) email folders (topics or classes) based on their token and field similarities, training binary classifiers on each class pair and applying 2-layer tournament method for the classifiers of the related classes in the resultant clusters.
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