a ISBN 1-593-27052-6

a Original cataloging agency NEU GrandLibrary

a Language code of text/sound track or separate title eng

a Classification number TK5105.743

b Item number .Z35 2005

a Dewey Classification 005.7/13

a Personal name Zdziarski, Jonathan A.

a Title Ending spam :

b Remainder of title Bayesian content filtering and the art of statistical language classification /

c Statement of responsibility, etc by Jonathan A. Zdziarski.

h Medium BOOK

a Place of publication, distribution, etc San Francisco :

b Name of publisher, distributor, etc No Starch Press,

c Date of publication, distribution, etc 2005.

a Extent xx, 287 p. :

b Other physical details ill. ;

c Dimensions 24 cm.

a General note Includes index.

a Formatted contents note 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.

a Topical term or geographic name as entry element Spam filtering Electronic mail

a Topical term or geographic name as entry element Filters Mathematics

a Topical term or geographic name as entry element Spam filtering Electronic mail

a Topical term or geographic name as entry element Electronic mail systems

a Topical term or geographic name as entry element Spam Electronic mail

u Uniform Resource Identifier http://www.loc.gov/catdir/toc/ecip0510/2005008221.html

u Uniform Resource Identifier http://www.loc.gov/catdir/enhancements/fy0715/2005008221-d.html