Ending spam : Bayesian content filtering and the art of statistical language classification / by Jonathan A. Zdziarski.

Author/creator Zdziarski, Jonathan A.
Format Book
Publication InfoSan Francisco : No Starch Press, ©2005.
Descriptionxx, 287 pages : illustrations ; 24 cm
Supplemental ContentTable of contents
Subjects

Contents The history of spam -- Historical approaches to fighting spam -- Language classification concepts -- Statistical filtering fundamentals -- Decoding : uncombobulating messages -- Tokenization : the building blocks of spam -- The low-down dirty tricks of spammers -- Data storage for a zillion records -- Scaling in large environments -- Testing theory -- Concept identification : advanced tokenization -- Fifth-order markovian discrimination -- Intelligent feature set reduction -- Collaborative algorithms.
General noteIncludes index.
LCCN 2005008221
ISBN1593270526

Availability

Library Location Call Number Status Item Actions
Joyner General Stacks TK5105.743 .Z35 2005 ✔ Available Place Hold