- Multi-class classification can be treated as an extension of binary classification to more than two classes.
- If each example can only be assigned to one class, then the classification problem can be handled as a binary classification problem, where one class contains one of the multiple classes, and the other class contains all the other classes put together.
- The process can then be repeated for each of the original classes.