[Python-Dev] Decimal data type issues
Edward Loper
edloper at gradient.cis.upenn.edu
Thu Apr 15 11:17:56 EDT 2004
> #- > DEFAULT_MAX_EXPONENT = 999999999
> #- > DEFAULT_MIN_EXPONENT = -999999999
> #- > ABSOLUTE_MAX_EXP = 999999999
> #- > ABSOLUTE_MIN_EXP = -999999999
I can think of at least one real use for exponents outside this range:
probabilities. E.g., if I'm using probabilistic models to estimate
P(author|text), I end up multiplying together a large number of very low
probabilities, and the total probability could easily get this small.
Of course, people usually use tricks to avoid underflow: taking logs,
and if necessary performing periodic re-normalization (which means that
you don't have probabilities anymore, just some sort of likelihood
measures). But it might be nice to not have to do those tricks.
I'm +1 for following the lead set by Long, and not adding unnecessary
limits.
-Edward
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