In statistics, classification is a technique that assigns an observation (or observations) to a set of categories (subpopulations). For example, you can assign a specific email to the class “spam” or “non-spam”. Obviously, this diagnosis is based on previously observed features (examples). In this text, we want to deal with classification with a statistical approach. […]