Like others here I don't think you want Bayesian logic, it sounds like what you are trying to do is similar to predicting the weather based on today's readings.
I would suggest that what you want is probably fuzzy logic. As it happens June's Perl Journal has an article on that topic (and its only $12 for a year, subscribe now :-) ). It mentions AI::FuzzyInference as a good CPAN module to use.
I would also suggest looking at Peceptrons and neural nets.
There have been all sorts of books on complexity and predicting dynamic systems. For example I found the book "The Recursive Universe: Cosmic Complexity and the Limits of Scientific Knowledge" by William Poundstone really good
In reply to Re: Bayesian not-for-spam
by hawtin
in thread Bayesian not-for-spam
by Kickstart
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