Ending spam Bayesian content filtering and the art of statistical language classification / by Jonathan A. Zdziarski.
| Author/creator | Zdziarski, Jonathan A. |
| Format | Electronic |
| Publication Info | San Francisco : No Starch Press, |
| Description | xx, 287 p. : ill. ; 24 cm. |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| 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 note | Includes index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2005008221 |
| ISBN | 1593270526 |