How Models Learn

Generalisation

How well a model performs on new data it has never seen.

Doing well on unseen data is called generalisation, and it is the whole point of machine learning.
From Learning from examples, step “The real test: emails it has never seen”

See it in action

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

Open the lesson