Reproducibility
The ability to obtain materially consistent findings from the documented inputs, versions, configuration, and procedure.
What Reproducibility means
Model and web drift can prevent exact repetition despite honest methods.
Definitions that name Reproducibility
Related terms in Measurement and evaluation
How a measurement earns trust: evaluation sets, error rates, calibration, reproducibility, and the biases that make a number look better than it is.
AI answer reading · name confusion · hedged answer · Benchmark · Evaluation set · Golden dataset · Ground truth · Human evaluation · LLM-as-judge · Pairwise evaluation · Pointwise evaluation · Rubric · Inter-rater agreement · Accuracy · F1 score · False positive rate · False negative · True positive · True negative · Calibration · Confidence score · Coverage · Abstention · Repeatability · Variance · Confidence interval · Sample size · Sampling bias · Selection bias · Survivorship bias · Data leakage · Test contamination
Questions about Reproducibility
What is Reproducibility?
The ability to obtain materially consistent findings from the documented inputs, versions, configuration, and procedure.
Which area of the glossary does Reproducibility belong to?
Measurement and evaluation: How a measurement earns trust: evaluation sets, error rates, calibration, reproducibility, and the biases that make a number look better than it is.
← Abstention · Repeatability →
See it in the full glossary · 772 terms across 19 areas.
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