The results show that the performance of Bayesian filter is weak in robustness.
试验的结果表明,在干扰器的作用下传统的贝叶斯过滤器的性能下降明显。
参考来源 - 垃圾邮件过滤技术研究The particle filter is used to apply a recursive Bayesian filter based on the propagation of sample set over time, maintain multiple hypotheses at the same time and use a stochastic motion model to predict the position of the object.
粒子滤波器是一种基于传播样本集的递归贝叶斯滤波器,同时它保持多重假设以及使用随机运动模型预测目标位置。
参考来源 - 基于均值漂移和粒子滤波的目标跟踪算法研究·2,447,543篇论文数据，部分数据来源于NoteExpress
As a side benefit, a Graham-style Bayesian filter is also simpler and faster than SpamAssassin.
附带的好处是，graham样式的贝叶斯过滤器还是比SpamAssassin更快和更简单。
For example, let's say that being in the whitelist gives a score of -10, but matching the Bayesian filter gives a score of 15.
例如，假定如果电子邮件地址在白名单中则得到- 10分，但是如果它匹配Bayesian过滤器，则得到15分。
I decided to look into how well a much more starkly limited model space would work for a Bayesian spam filter.
我决定研究一下，对于贝叶斯垃圾邮件过滤器，一个绝对有限的模型空间究竟工作得有多好。
应用推荐