Additional mathematical and learning concepts · MLD-0831
Odds ratio
The ratio of odds between two conditions or groups.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Interpret a logistic-regression coefficient after exponentiation.
Original caveat
An odds ratio is not a risk ratio or a probability difference.
Context and aliases
Level: Intermediate. Stages: Theory · Training · Evaluation.
Tags: ML · DL.
Aliases: OR.
Related concepts
Concepts linking here
Original references
- Deep Learning: online textbook ↗ · Consulted
- Mathematics for Machine Learning ↗ · Reference link
- scikit-learn User Guide ↗ · Consulted
- Original reference URL ↗