Bayes' theorem, named after the 18th-century British mathematician Thomas Bayes, provides a way to update the probability of an event based on new evidence or information, describing conditional probability.
The basic form of Bayes' theorem is:
$$P(A|B) = \frac{P(B|A) \cdot P(A)}{P(B)}$$
Where:
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