seniorModel Evaluation
What is bootstrap confidence interval in model evaluation?
Updated May 17, 2026
Short answer
Bootstrap confidence intervals estimate metric uncertainty by resampling data.
Deep explanation
Bootstrap involves repeatedly sampling dataset with replacement and computing evaluation metrics each time. The distribution of metrics is used to compute confidence intervals, giving insight into stability and variance of model performance.
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