Evaluation metrics and uncertainty · MLD-0413
False positive
A case incorrectly predicted as belonging to the positive class.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Flag a legitimate event as anomalous.
Original caveat
Costs depend on the application.
Context and aliases
Level: Foundational. Stages: Evaluation · Research.
Tags: ML · DL · SLM · LLM.
Aliases: FP.
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 ↗