Bayes Theorem, the geometry of changing beliefs

When you have a hypothesis, and see some evidence and you want to know the probability that your hypothesis is true given the evidence.

P(H) -> prior P(E|H) -> likelihood P(E|not(H)) -> also needs to be considered and often missed P(H|E) -> posterior