How do I report uncertainty properly?
Confidence intervals or credible intervals alongside point estimates, and a statement of what they mean in the units of the problem. A single number with no indication of precision invites a reader to treat it as exact, which is almost never warranted.
This comes up on MS Data Science Support, where it is answered in the context of the work itself.
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