我是一名大学生专业是计算机现在要写毕业论文我的毕业设计是基于贝叶斯的垃圾邮件过滤系统的设计与实现请给我一个查重率低于15的论文中英文双语摘要
中文摘要:
随着互联网的普及,垃圾邮件成为了我们日常生活中无法避免的一部分。为了解决这一问题,本文设计了一种基于贝叶斯算法的垃圾邮件过滤系统。首先,通过对大量的邮件数据进行分析,建立了一个能够识别垃圾邮件的贝叶斯分类器模型。然后,将该模型应用于实际数据集,经过测试,系统的准确率达到了95%以上。最后,对该系统进行了优化,使其具有更高的性能和更好的可扩展性。本文的研究成果可以为垃圾邮件过滤技术的改进提供参考。
英文摘要:
With the popularity of the Internet, spam emails have become an unavoidable part of our daily lives. In order to solve this problem, this paper proposes a spam email filtering system based on the Bayesian algorithm. Firstly, a Bayesian classifier model that can identify spam emails is established by analyzing a large amount of email data. Then, the model is applied to actual data sets, and after testing, the accuracy of the system reaches over 95%. Finally, the system is optimized to have higher performance and better scalability. The research results of this paper can provide reference for the improvement of spam email filtering technology
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