Algorithms of the Intelligent Web by Haralambos Marmanis;Dmitry Babenko

Author:Haralambos Marmanis;Dmitry Babenko
Language: eng
Format: mobi
Publisher: Manning Publications
Published: 2011-03-17T23:46:58.241000+00:00

Email classification is interesting in many respects. One peculiarity is there’s “someone out there” trying to beat your classifier. In fact, the spammers may use the same techniques that we describe here to beat your email classification scheme, so keep an eye on the competition! We use the term scheme intentionally. You’d hardly ever use only a classifier to write an email-filtering application or an email organizer. Here’s a list of things that complement the classifiers:

Header tests

Automatic email address white- and blacklists

Manual email address white- and blacklists

Collaborative spam identification databases

Real-time blackhole lists (RBLs)

Character set and locale identification

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