3 search results - page 1 / 1 » An evaluation of Naive Bayes variants in content-based learn... |
IDA
2007
Springer
13 years 4 months ago
2007
Springer
We describe an in-depth analysis of spam-filtering performance of a simple Naive Bayes learner and two extended variants. A set of seven mailboxes comprising about 65,000 mails f...
CEAS
2005
Springer
13 years 10 months ago
2005
Springer
This paper explores the use of the naive Bayes classifier as the basis for personalised spam filters. Several machine learning algorithms, including variants of naive Bayes, hav...
CEAS
2005
Springer
13 years 10 months ago
2005
Springer
Unsolicited commercial email is a significant problem for users and providers of email services. While statistical spam filters have proven useful, senders of spam are learning ...