Calculating probability:
Cancer example:
- P(C) – probability of having cancer – prior.
- P(Pos | C) – probability that the test is positive given that I have cancer – sensitivity.
- P(Neg | xC) – probability of the test being negative given that I don't have cancer – specificity.
Probability of test positive:
Other example:
