On TechRepublic: 12 tech terms that make you sound old
BNET Business Network:
BNET
TechRepublic
ZDNet

FREE Registration is required

Overview:

This paper presents spam filtering with three novel bayesian classification methods: Aggregating One-Dependence Estimators (AODE), Hidden Naïve Bayes (HNB), Locally Weighted learning with Naïve Bayes (LWNB). Other four traditional classifiers: Naïve Bayes, k Nearest Neighbor (kNN), Support Vector Machine (SVM), C4.5 are also performed for comparison. Four feature selection methods: Gain Ratio, Information Gain, Symmetrical Uncertainty and ReliefF, are used to select relevant words for spam filtering. Results of experiments on two corpora show the promising capabilities of bayesian classifiers for spam filtering, especial for that of AODE.

(Is this item miscategorized? Does it need more tags? Let us know.)

Format:PDFSize:348 KB
Date:Nov 2008
Pages:4

Top results from Spam - E-mail Fraud - Phishing

Webcast Live Webcast: Web Attacks: How Hackers Create and Spread Malware
White Paper The Impact of Messaging and Web Threats
White Paper Discover the Best Direct Mail Piece Cost-Effectively
Webcast Six Web Hacker Tricks & The Three Pillars of Web Protection
Webcast The Top 5 Security Concerns Keeping One IT Director Up at Night

» View all Spam - E-mail Fraud - Phishing listings

Top results from Network Security

White Paper The Essential Guide: Real-Time High Availability for Exchange - Replicate Exchange Data for Improved Resiliency
Webcast Live Webcast: Web Attacks: How Hackers Create and Spread Malware
White Paper Practical Approaches for Securing Web Applications across the Software Delivery Lifecycle
Webcast Webcast: Smart Techniques for application security: whitebox + blackbox testing.
White Paper Managing a growing threat: An Executive's Guide to Web Application Security

» View all Network Security listings

advertisement

White Papers, Webcasts, and Resources

Featured Training Courses

advertisement
Click Here

SmartPlanet

Click Here

Returning users: Log In Here!

Already registered on BNET, TechRepublic, or ZDNet? Simply log in.

Free Membership: Sign Up Now!

Sign up for a free membership today and get instant and unlimited access to one of the largest databases of white papers, webcasts, and casestudies anywhere. Your FREE membership allows you to:

  • Download an unlimited amount of content, including classic and current white papers, case studies, webcasts and more
  • Track content on your chosen topics of interest
  • Receive targeted email alerts when your favorite content is added
  • Save content for future reading
  • Receive our member newsletter

When you register to access this library, you allow us to share your information with companies that produce products or services featured in the library--so that such companies may contact you with information and offers regarding their products and services. This enables us to keep the library a free service. As a library registrant, you will receive a complimentary subscription to the ZDNet white paper newsletter and e-mail Must-Read News Alerts. You can unsubscribe from these at any time. By clicking the Sign up button, you indicate that you agree to our Terms and Conditions and have read and understand our Privacy Policy (updated).