Asked about Estimation, likelihood and uncertainty

How would you put a confidence interval on an eval score?

An answer that works

Bootstrap: resample the per-example results with replacement many times, recompute the score each time, and take the 2.5th and 97.5th percentiles. It needs no distributional assumptions.

Reading an answer is not being able to give one. The section that teaches this is Estimation, likelihood and uncertainty, 5 hours of Probability & statistics.

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