Decision Boundary

A **decision boundary** is the line or surface that separates different classes in a classification problem. It represents where a model is equally uncertain between two or more classes (e.g., where predicted probabilities are 0.5 vs. 0.5). Points on one side of the boundary are classified as one class, and points on the other side as another.