It means how likely is it to rain.
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The chances that it will rain or snow at a given time.
Read the introduction to probability and probability measures at StatLect.com
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Dependent probability is the probability of an event which changes according to the outcome of some other event.
It is the probability of an event calculated from repeated trials of an experiment.