The "spam" concept is diverse: advertisements for products/web sites, make money fast schemes, chain letters, pornography... The classification task for this dataset is to determine whether a given email is spam or not. Our collection of spam e-mails came from our postmaster and individuals who had filed spam. Our collection of non-spam e-mails came from filed work and personal e-mails, and hence