CONTENT BASED SPAM FILTERING IN EMAIL USING NAIVE BAYES CLASSIFIER

Raveena. K; K. Chandra Prabha

CONTENT BASED SPAM FILTERING IN EMAIL USING NAIVE BAYES CLASSIFIER

Authors: Raveena. K, K. Chandra Prabha

Unique Paper ID: 146306
Volume: 4
Issue: 12
PageNo: 127-130

Keywords: spam filters naive spam content based spam

Abstract:
Email spam keeps on turning into an issue on the Internet. Spammed email may contain numerous duplicates of a similar message, business commercial or other insignificant posts like obscene substance. In past research, distinctive filtering methods are utilized to identify these messages, for example, utilizing Random Forest, Naive Bayesian, Support Vector Machine (SVM) and Neutral Network. In this examination, we test Naive Bayes calculation for email spam filtering on two informational collections and test its execution, i.e., Spam Data and SPAM BASE informational indexes. The execution of the informational indexes is assessed in view of their exactness, review, accuracy and F-measure. Our exploration utilize WEKA instrument for the assessment of Naive Bayes calculation for email spam filtering on the two informational collections. The outcome demonstrates that the kind of email and the quantity of examples of the informational index has an impact towards the execution of Naive Bayes.

Download article

email to a friend

Cite This Article

ISSN: 2349-6002
Volume: 4
Issue: 12
PageNo: 127-130

CONTENT BASED SPAM FILTERING IN EMAIL USING NAIVE BAYES CLASSIFIER

Available:https://ijirt.org/Article?manuscript=146306

03 May, 2018

SCHOOL BUS TRACKING SYSTEM USING IOT METHOD

03 May, 2018

DISEASE-TREATMENT RELATIONS USING MACHINE LEARNING APPROACH

03 May, 2018

ENTERPRISE RESOURCE PLANNING APPLICATION

03 May, 2018

FOOD RECOGNITION SYSTEM FOR DIABETIC PATIENT USING IMAGE COMPARISON

02 May, 2018

SMART RECRUITMENT

02 May, 2018

THE AUTOMATION OF INTER-NETWORKED BANKING AND TELLER MACHINE OPERATIONS USING UNIVERSAL SUBSCRIBER IDENTIFICATION MODULES

02 May, 2018

INCLUSIVE AUDIT IN IDENTITY BASED INFORMATION OUTSOURCING WITH CLOUD COMPUTING ENVIRONMENT

02 May, 2018

WEB INSURANCE MONITOR

02 May, 2018

SERVICE USAGE ANALYSIS WITH ENCRYPTED INTERNET TRAFFIC IN MOBILE MESSAGING APP

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry