Every day businesses ask categorical questions: Will a customer click an ad? Is a transaction fraudulent? Which product will someone buy next? Classification gives us the tools to answer these questions with data. In this chapter, we'll learn how to build models that predict categories and, just as importantly, how to judge whether those predictions are any good.