Since B has already happened, the sample space reduces to B. So the probability of A happening becomes P(A ∩ B) divided by P(B)
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Randomized Algorithms | Set 0 (Mathematical Background)-Randomized Algorithm Conditional probability P(A | B) indicates the probability of even ‘A’ happen.