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Pros
Pro Accurate spam filtering
This uses Bayesian statistics to filter spam. As a result, it gives you an adaptive and efficient way of filtering spam, hardly giving you any false positives. It does this by learning from previous spam and valid emails.
Cons
Con Can get too large
POPFile can grow to be a bit of a memory and CPU hog if you trained it with a ton of emails.