paulproteus/spambayes-pyblosxom

History of this code

De-spammed this blog (with Naive Bayes)

This morning, I was trying to decrease the amount of email in my inbox. I had a few messages with subjects like:

• comment on http://www.asheesh.org/note/debian/freed-software
• comment on http://www.asheesh.org/note/sysop/comments
• comment on http://www.asheesh.org/note/debian/freed-software

But all the comments in this case are spam. I'm using an Akismet API plugin for pyblosxom, but that has a few shortcomings. Like anything else, it misses some spam, but moreover, it doesn't help me find and remove old spam comments in bulk.

So I wrote a small tool this morning. Here is how it works:

• It loops over the comments directory.
• It converts each comment into a mailbox file, and passes it spambayes for processing.
• It shows me the guess spambayes has, as well as spambayes' certainty, and asks me to confirm. If I confirm it is spam, it asks if I want to delete it. (If it notices spambayes got it wrong, it retrain$
• After I have dealt with the comment, it creates a stamp file next to the comment so that it won't ask me about that the next time I run the tool.

Voila! A spam moderation queue with artificial intelligence.

Author

Asheesh Laroia [email protected]

License

CC Zero.