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Bayes theorem

For a finite partition

(B_{j})

with positive probabilities,

P (B_{j} ∣ A) = \frac{P ( A ∣ B _{j} ) P ( B _{j} )}{\sum _{k} P ( A ∣ B _{k} ) P ( B _{k} )} .

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