nasauber.de

b8

With b8 0.7, the code base has been refactored fundamentally. If you update from a previous version, be sure to read Update from prior versions in the documentation!

From the readme: What is b8?

b8 is a statistical ("Bayesian" [1]) spam filter implemented in PHP. It is intended to keep your weblog or guestbook spam-free. The filter can be used anywhere in your PHP code and tells you whether a text is spam or not, using statistical text analysis. What it does is: you give b8 a text and it returns a value between 0 and 1, saying it's ham when it's near 0 and saying it's spam when it's near 1. See How does it work? for details about this.
Principally, It's a program like Bogofilter or SpamBayes, but it is not intended to classify emails. Therefore, the way b8 works is slightly different from email spam filters. See What's different? if you're interested in the details.

To be able to distinguish spam and ham (non-spam), b8 first has to learn some spam and some ham texts. If it makes mistakes when classifying unknown texts or the result is not distinct enough, b8 can be told what the text actually is, getting better with each learned text.

The whole documentation can be found in the readme.

Big thanks go to Gary Robinson, as his articles A Statistical Approach to the Spam Problem and Spam Detection describe the foundation for the math and algorithms used in b8.

[1] I'm not a mathematician, but as far as I can grasp it, the math used in b8 has not much to do with Bayes' theorem itself. So I call it a statistical spam filter, not a Bayesian spam filter.

Statistical Analysis

If you're interested in the performance of b8 and a discussion about the best settings for the filter, see the Statistical Discussion.

Getting involved

The code is managed using Git and can be found on GitLab at https://gitlab.com/l3u/b8.

Download

Current release: b8-0.7.tar.xz
40,1 KB, released: 18.03.2020

Signature file:b8-0.7.tar.xz.asc
Checksums:MD5:7d5ae5c9d574b42911bb064d5927d55a
SHA1:6c0a2228d3b94903e914afb5cd014a42cafd07e5
SHA256:bd5013e67f942c8a4a53f208f58fb5077f8fd84958ece9b5bce568ecbbced23c

Past releases

b8-0.6.2.tar.xz | 43,5 KB | 08.02.2019 | Checksums | Signature file
b8-0.6.1.tar.gz | 57,3 KB | 12.03.2014
b8-0.6.tar.gz | 53,6 KB | 30.11.2012
b8-0.5.2.tar.gz | 48,4 KB | 19.04.2011
b8-0.5.1.tar.gz | 43,8 KB | 27.06.2010
b8-0.5.tar.gz | 41,8 KB | 02.06.2010

PHP 4 releases | Historical releases