Baye’s theorem provides the best way to represent how probabilities can be reasoned. It allows to use a supplied conditional probability in both directions. It’s a simple mathematical fact given as follows. For two mutually dependent events A and B,

P(B|A) = P(A|B)P(B)/P(A)

The product rule. It can actually be …