Skip to content

In this project we have tried to classify mails/messages as spam or ham

Notifications You must be signed in to change notification settings

kamaldobriyalkd/Junk-Detection

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Junk-Detection

In daily life we receive mails and messages from different people and those people can send you mails/messages by ordinary purpose but some of them can send you junk mail/messages which is not necessary for you at all.

Project Overview

This project is also about classification of mail/messages as ham (not junk) and spam (junk). For this we taken use of few libraries and Singular Value Decomposition method has been also used with Term Frequency - Inverse Document Frequency applied on data. Text length and N-grams also affected the classification, We have used Random Forest machine learning model for classification.

About

In this project we have tried to classify mails/messages as spam or ham

Topics

Resources

Stars

Watchers

Forks

Languages