Instead of the “bag-of-words” representation, in the quantitative profile approach to spam filtering and email categorization, an email is represented by an mdimensional vector of numbers, with m fixed in advance. Inspired by email shape analysis proposed recently by Sroufe et al., two instances of quantitative profiles are considered: line profile and character profile. Performance of these pr...
