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 P(A|B)\equiv \frac{P(B|A) P(A)}{P(B|A) P(A)+ P(B| not A)(1- P(A))}

Alternatively:

 P(A|B)\equiv \frac{P(B|A) P(A)}{P(B) }


See also Bayesian Priors

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