Relationship between joint, marginal and conditional probabilities
A model can be equivalently described by any of the following.
From any of these sets of probabilities, it is possible to find the other two sets.
Accuracy of medical diagnostic tests
In the example above, ppositive | disease = 0.95 but we found that pdisease | positive was much lower. The next diagram helps to explain the difference.