Generalization is a model's ability to perform well on new data drawn from the same distribution as the training domain.
AI Glossary
Generalization
Coverage in development
Generalization is a model's ability to perform well on new data drawn from the same distribution as the training domain.
Definition
Plain English explanation
Generalization is doing well on new, similar examples.
Related glossary terms
Last reviewed
Sources
- NIST AI Risk Management Framework — risk vocabulary context for AI systems
- Brel Digital company and technology profiles — applied usage evidence where tagged
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