Evaluating cars based on their characteristics

In this recipe, let's see how we can apply classification techniques to a real-world problem. We will use a dataset that contains some details about cars, such as number of doors, boot space, maintenance costs, and so on. Our goal is to determine the quality of the car. For the purposes of classification, quality can take four values: unacceptable, acceptable, good, or very good.