How Models Learn

Decision boundary

The border in input space where the model switches from predicting one class to another.

The line where teal meets rose is the decision boundary: the model’s entire understanding of spam, drawn in one picture.
From Learning from examples, step “The whole map at once”

See it in action

Try decision boundary hands-on in the lesson Learning from examples, part of the AI fundamentals course.

Open the lesson