Фильтрация Спама

Spam filtering is a text categorization task that shows especial features that make it interest- ing and difficult. First, the task has been per- formed traditionally using heuristics from the …...

We describe experiments with a Naive Bayes text classifier in the context of anti- spam E-mail filtering, using two different statistical event models: a mul- ti-variate Bernoulli model and a …...

NLP tasks are often domain specific, yet sys- tems can learn behaviors across multiple do- mains. We develop a new multi-domain online learning framework based on parameter com- bination from …...