关键词: 0-1贝努利数据 邮件分类模型 粗糙集

Abstract:

Electronic mail is one of the most popular services of the Internet. E-mail classification has been a hot topic in recent years. According to the rough set theory, a two-way email classification model is introduced using the 0-1 Bernoulli data. This model retains the accuracy of the results in email c lassification. In this model,the information on the terms~ fre- quency, which is important to the classification of texts, is reduced and the classifica  tion efficiency is increased. This method spreads the application of the rough set theory in email classification.

Key words: 0-1 Bernoulli data, e-mail classification model, rough set