04. Which is Best?

Which is best?

Neither approach ( model based or data driven ) is strictly better than the other but there are certain situations in which one is more useful than the other. Think about the following situations and whether model-based or data-driven approaches would be more useful.

Determining maximum safe turning speed on a wet road.

SOLUTION: Model Based

Predicting the behavior of an unidentified object sitting on the road.

SOLUTION: Data Driven

Predicting the behavior of a vehicle on a two lane highway in light traffic.

SOLUTION: Model Based