I have been running dspam for my home domain for about a year now.  Using
dspam with mysql, along with postfix.  After initial training, spam
identification is great - from 93 - 97% accurate.  After a period of time,
maybe 2 - 4 months, accuracy drops dramatically, as if "new" spam is not
being recognized (even after reclassifying spam misses via the web
interface).  It still finds a lot of the spam, but its like the NEW spam
gets by.  I have then wiped the database, gone through retraining, and then
all is well for a period of time again.

I'm unsure what is happening, and would rather not have to reset everything
every couple months.  I do have the purge-4.1.sql running in cron daily to
purge old signatures, etc.

Does anyone have any ideas why this occurs, or am I alone in seeing this
problem?  Let me know if I need to provide more information (cfg files,
etc.)

Thanks

Paul


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