No, it was not perfect science. It has been a few years since I have watched but from what I remember, each episode would have one main myth they were testing. If it was statistics based, they would almost always have a baseline to compare results to. If it was event based, they would do their best to replicate the conditions of the myth before they switched gears and simply tried to figure out how to replicate the results.
Trial and error is science.