Bayes' Theorem

Bayes’ Theorem states that $$ p(F | E) = \frac{p(E|F)p(F)}{p(E|F)p(F) + p(E|\bar F)p(\bar F)} $$

Short form: $P(A|B)=\frac{P(B|A)\cdot P(A)}{P(B)}$