To reduce misclassification rate of legitimate emails, proposed a two-stage spam email filtering method based on naive Bayes and hierarchical clustering.

• 摘要为降低对合法邮件的误判，提出一种基于朴素贝叶斯和层次聚类的两阶段垃圾邮件过滤方法。