He wondered how he could predict the probability of a future event if he only knew how many times it had occurred, or not, in the past. Bayes figured out that even when it comes to uncertain outcomes, we can update our knowledge by incorporating new, relevant information as it becomes available.
His theorem describes the probability of an event, based on prior knowledge of conditions that might be related to the event.
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