Bayes Rule
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May 1, 2024
3 minute read
Bayes' theorem, also known as Bayes' rule, is a fundamental theorem of probability theory. It is widely used in various fields, including statistics, machine learning, and artificial intelligence. Bayes' theorem provides a powerful framework for reasoning about conditional probabilities and making predictions based on uncertain or incomplete information.
What is Bayes' Theorem?
Bayes' theorem is a formula that describes the probability of an event occurring, given that another event has already occurred. It is often expressed as follows:
$$P(A|B) = (P(B|A) * P(A)) / P(B)$$
Where:
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