Exactly What Is a Classifier?

A binary classification is an algorithm that determines whether data belongs to a given class or not. Binary classifications are used for applications such as spam detection. The decision boundary is the algorithmic line that differentiates data into these different logical sections, which can be many lines. And of course, decision boundaries, that's like our little mathematical thing that we use to classify where data is defined in different categories.