How to filter email Spam


Category: E-mail

How to filter email Spam

Unsolicited commercial / bulk e-mail also known as spam, become a big trouble over the internet. Spam is waste of time, storage space and communication bandwidth. Automatic e-mail filtering seems to be the most effective method for countering spam at the moment and a tight competition between spammers and spam-filtering methods is going on.

there is a various methods to filtering the spam emails.like first one we have is MACHINE LEARNING IN E-MAIL CLASSIFICATION.in this filtering methodmakes machines able to learn like human. Learning here means understood, observe and represent information about some statistical phenomenon. In e-mail filtering task some features could be the bag of words or the subjectline analysis.the e-mail classification phase of the process finds the actual mapping between

 

training. the second method of filtering spam email is Naïve Bayes classifier method.in this technique can be used toclassify spam e-mails; words probabilities play the main rule here. If some words occur often in spam but not in ham, then this incoming e-mail is probably spam.





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