In short, the Bayesian spam filter is "smart". Bayesian spam filters are intelligent because they compare two sets of information and work for the results. This is in stark contrast to the vast majority of other spam filters that use pre-built rules to determine which emails are spam and which are not spam.
Bayesian spam filters can use a set of legitimate emails and another set of spam and compare the value and data of each spam. The definition of a legitimate email that it creates at the end of this comparison session is what it uses to scan for spam in the inbox.
The FYI Bayesian spam filter is named after Thomas Bayes, an 18th-century priest who created something called Bayes' theorem. In summary, Bayes' theorem is as follows: "In statistical inference, based on observations and understanding of the likelihood of these observations, an estimate of the probability that different hypotheses are true is updated according to each hypothesis. "In simple English, it seeks Obvious repeat pattern to form an "opinion" about something. In spam filtering terminology, "opinions" become a rule that keeps you free from spam [or very close to :-]
The real advantage of Bayesian filters is that they can learn. For example, if they decide to block an email because the filter treats it as spam, but the user marks it as a valid message, the Bayesian filter knows that this type of email will not be blocked in the future. Therefore, in a timely manner, this type of spam filter can block spam more effectively. AOL has launched this type of spam filter, launching AOL 9.0 and AOL Communicator - if the big dog wants it then is it worth it?
So which Bayesian spam filtering options can you use? There are some to be honest, you will be surprised by some of the names involved: -] The first on the list is AOL and their AOL Communicator products. In fact, the spam filtering capabilities in AOL Communicator and AOL 9 are impressive. Think about your perception of the provider itself. AOL Communicator is an excellent product for PC and Mac OSX users.
Next we have Eudora. Qualcomm's talented people have designed an excellent email client with Bayesian spam filtering. I used Eudora in the past, it is a neat little package. The benefit here is again to automate advanced integrated spam filtering with your email. Mac OSX and OS9 users are fortunate that Eudora supports both.
If you would like more information about spam filters or general spam, please visit our website at http://www.spam-site.com
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