We use a probabilistic method to get a reasonably good solution that is workable, but not optimal. When we used decision tree algorithms in Chapter 7, Traditional Supervised Learning Algorithms, to solve the given problem, the solution was based on the probabilistic method. We did not prove that it is an optimal solution, but it was a reasonably good solution to give us a useful answer to the problem that we were trying to solve within the constraints defined in the requirements.