You should probably check that none of your ham (i.e. non-spam)
messages contains SPAM_99 or SPAM_999. It can happen when spammers
poison your bayes database, and increased score in that case might
lead to legitimate mail being misclassified as a spam.

That's a great call, thanks. I grepped my mail files and didn't find any SPAM_99 headers in any of them.

You should be looking for BAYES_99 and BAYES_999 in your corpus.

Best,
Dave


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