Analysis of e-Mail Spam Detection Using a Novel Machine Learning-Based Hybrid Bagging Technique

Table 2

Working process.

Parameter	Example
I/P	Subject: A new way to shop! Get newpass free for a year & enjoy benefits across brands! Continue to earn a minimum 5% Newcoins! Terms and conditions applied. Click here for more detail
Tokenization	“Subject” “:” “A” “new” “way” “to” “shop” “!” “Get” “newpass” “free” “for” “a” “year” “&” “enjoy” “benefits” “across” “brands” “!” “Continue” “to” “earn” “minimum” “5%” “Newcoins” “!” “Terms” “and” “condition” “applied” “.” “Click” “here” “for” “more” “detail”
Stop word elimination	“new” “way” “shop” “Get” “newpass” “free” “year” “enjoy” “benefits” “across” “brands” “Continue” “earn” “minimum” “5%” “Newcoins” “Terms” “condition” “applied” “.” “Click” “here” “more” “detail”
Stemming	“new” “way” “shop” “Get” “newpass” “free” “year” “enjoy” “benefits” “across” “brands” “Continue” “earn” “minimum” “5%” “Newcoins” “Terms” “condition” “applied” “.” “Click” “here” “more” “detail”
Outcome	Spam mail