Bayes' theorem

The starting point for many techniques in probabilistic classification is Bayes' theorem, which provides a way of relating evidence to a hypothesis.

Bayes's theorem is a relationship between the conditional probabilities of two events.

We have now seen how Bayes' theorem enables us to correctly update a prior probability for some unknown event when we see evidence about the event.