Active learning selects the most informative unlabeled examples for annotation to improve models with less labeling budget.
AI Glossary
Active Learning
Coverage in development
Active learning selects the most informative unlabeled examples for annotation to improve models with less labeling budget.
Definition
Plain English explanation
The model asks for labels on the examples that would teach it the most.
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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