Evaluation metrics and uncertainty · MLD-0993
Recall
The fraction of actual positive cases correctly identified.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Measure how many target events are detected.
Original caveat
High recall can coexist with many false positives.
Context and aliases
Level: Foundational. Stages: Evaluation · Research.
Tags: ML · DL · SLM · LLM.
Aliases: Sensitivity · true positive rate · TPR.
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 ↗