Summary

Of the four algorithms that we have discussed in this book, KNN is considered one of the most straightforward. In this chapter, you learned how KNN works and how to derive the optimal k that minimizes the miscalculation of errors.

In the next chapter, you will learn a new type of algorithm—unsupervised learning. You will learn how to discover structures in your data by performing clustering using K‐Means.