Evaluation metrics and uncertainty · MLD-1061
ROUGE
A family of reference-overlap metrics based on units such as n-grams or longest common subsequences.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Evaluate summaries against references.
Original caveat
Different ROUGE variants measure different overlap properties.
Context and aliases
Level: Intermediate. Stages: Evaluation · Research.
Tags: ML · DL · SLM · LLM.
Aliases: Recall-Oriented Understudy for Gisting Evaluation.
Related concepts
Concepts linking here
Original references
- scikit-learn: cross-validation ↗ · Reference link
- Google Machine Learning Glossary ↗ · Consulted
- scikit-learn: evaluation metrics ↗ · Reference link
- Original reference URL ↗