Bayesian Spam Filtering Using Statistical Data Compression

Article ID

02P4M

Bayesian Spam Filtering Using Statistical Data Compression

Dr. GUMPINA V V SATYA PRASAD
Dr. GUMPINA V V SATYA PRASAD Sir. C. R. REDDY COLLEGE OF ENGG, ELURU
SATYA P KUMAR SOMAYAJULA
SATYA P KUMAR SOMAYAJULA Avanthi Institute Of Engineering & Technology, Visakhapatnam
DOI

Abstract

The Spam e-mail has become a major problem for companies and private users. This paper associated with spam and some different approaches attempting to deal with it. The most appealing methods are those that are easy to maintain and prove to have a satisfactory performance. Statistical classifiers are such a group of methods as their ability to filter spam is based upon the previous knowledge gathered through collected and classified e-mails. A learning algorithm which uses the Naive Bayesian classifier has shown promising results in separating spam from legitimate mail.

Bayesian Spam Filtering Using Statistical Data Compression

The Spam e-mail has become a major problem for companies and private users. This paper associated with spam and some different approaches attempting to deal with it. The most appealing methods are those that are easy to maintain and prove to have a satisfactory performance. Statistical classifiers are such a group of methods as their ability to filter spam is based upon the previous knowledge gathered through collected and classified e-mails. A learning algorithm which uses the Naive Bayesian classifier has shown promising results in separating spam from legitimate mail.

Dr. GUMPINA V V SATYA PRASAD
Dr. GUMPINA V V SATYA PRASAD Sir. C. R. REDDY COLLEGE OF ENGG, ELURU
SATYA P KUMAR SOMAYAJULA
SATYA P KUMAR SOMAYAJULA Avanthi Institute Of Engineering & Technology, Visakhapatnam

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Dr. GUMPINA V V SATYA PRASAD. 2011. “. Global Journal of Research in Engineering – I: Numerical Methods GJRE-I Volume 11 (GJRE Volume 11 Issue I7): .

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Crossref Journal DOI 10.17406/gjre

Print ISSN 0975-5861

e-ISSN 2249-4596

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Bayesian Spam Filtering Using Statistical Data Compression

Dr. GUMPINA V V SATYA PRASAD
Dr. GUMPINA V V SATYA PRASAD Sir. C. R. REDDY COLLEGE OF ENGG, ELURU
SATYA P KUMAR SOMAYAJULA
SATYA P KUMAR SOMAYAJULA Avanthi Institute Of Engineering & Technology, Visakhapatnam

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