probability theory and applications, Bayes' theorem shows the relation between a
conditional probability and its reverse form. For example, the probability of a
hypothesis given some observed pieces of evidence and the probability of that evidence given the hypothesis. This theorem is named after
Thomas Bayes (
/ˈbeɪz/ or "bays") and often called Bayes' law or Bayes' rule.