Statistics and experimental design · MLD-0196
Confidence interval
An interval produced by a procedure with a stated long-run coverage rate under assumptions.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Report uncertainty around a measured accuracy difference.
Original caveat
A 95% interval is not generally a 95% posterior probability statement.
Context and aliases
Level: Intermediate. Stages: Theory · Evaluation · Research.
Tags: ML · DL · SLM · LLM.
Aliases: CI.
Related concepts
Concepts linking here
Original references
- scikit-learn: cross-validation ↗ · Reference link
- Mathematics for Machine Learning ↗ · Reference link
- scikit-learn: evaluation metrics ↗ · Reference link
- Original reference URL ↗