Evaluation metrics and uncertainty · MLD-0030
Adjusted mutual information
Mutual-information-based partition agreement adjusted for chance.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Compare cluster assignments with labeled groups.
Original caveat
Normalization and adjustment distinguish it from raw mutual information.
Context and aliases
Level: Intermediate. Stages: Evaluation · Research.
Tags: ML · DL · SLM · LLM.
Aliases: AMI.
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 ↗