Let's start with the simple and beautiful nearest-neighbor method from Chapter 2, Classifying with Real-world Examples. Although it is not as advanced as other methods, it is very powerful: as it is not model-based, it can learn nearly any data. But this beauty comes with a clear disadvantage, which we will find out very soon (because of which, we had to capitalize learn in the previous sentence).