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We felt the precision gained in 50 iterations compared to 25 was of value, and that the extra precision gained in 100 iterations compared to 50 was insufficient to warrant the observed modest increase in computation time.
As a consequence, the precision gained from increasing the sample size may have a greater impact on performance in this setting.
Scaling up particular levels of a surveillance strategy might be difficult in real time; the limited precision gained by shuffling resources around surveillance levels must be contrasted with the associated inconvenience.
Such local dependencies are not problematic for the current scoring of the ThyPRO, but may lead researchers to overestimate the precision gained by the instrument, because locally dependent items provide less measurement precision than assumed by standard psychometric analyses [ 41].
We demonstrate how the precision gained on efficacy estimated via the NMA, as opposed to PMA, can reduce the uncertainty around CEA outputs and can result in more confident adoption decisions.
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We can also observe that the precision gains are still more significant for visual descriptors.
We can observe very significant precision gains, even considering a small number of queries per iteration (q i =70).
Again, despite the small number of the queries per iteration (q i =14), we can observe very significant precision gains.
The addition of environmental variables and metrics derived from satellite imagery to these models provided modest precision gains, with RMSE declining by on average 0.04 m3 ha−1 year−1.
We can observe very significant precision gains: the precision of the SS [38] descriptor, for example, goes from 36%% before the first iteration to 76 % after the last iteration.
At the tree level, assumption of a site mean value for ρg (Model 2) resulted in a significant precision gain over the model that assumed ρg of 1,000 kg m−3 (Model 1).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com