AI Glossary

Generalization

What does “Generalization” mean?

Generalization: How well a model works on new examples beyond its training data.

Generalization visual guide: How well a model works on new examples beyond its training data.
Visual guide Open full size (new tab)

What is an example of “Generalization”?

A photo classifier recognizes a familiar object in pictures it has never seen.