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In this paper, we propose a feature selection method to speed up online SVM based spam filter. Online SVM gives state-of-the-art classification performance on online spam filtering on large benchmark data sets. However, its computational cost is very expensive for large-scale applications. Feature Selection is a crucial step to online SVM classification. We use a feature selection method based on...
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