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One potential advantage such smaller companies may have is that they take into account a wider range of forecasts than a single national weather service relying principally on its own weather model.
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Basing policy decisions on such a wide range of forecasts as shown in Fig. 1 is of course difficult.
MLPs are flexible computing frameworks and universal approximators with a high degree of accuracy and can be applied to a wide range of forecasting problems.
In general, one or two hidden layers with a sufficient number of neurons is able to handle a wide range of forecasting problems without leading to over-fitting [24].
He did not offer a new forecast yesterday, saying only that he expects "a wider range of estimates" from analysts.
They show a wider range of emotion.
Make yourself useful in a wider range of tasks.
Future research should certainly look at a wider range of ages and in a wider range of contexts.
It is designed for seamlessly replacing the static scheme to improve the accuracy of a wide range of existing forecast algorithms.
However, that consensus figure conceals a fairly wide range of forecasts.
The selection of testing regions and testing classes, describing the rules for an experiment, has to be driven by a consensus process and is thus based on a wide range of requirements and/or limitation of forecast models and the research direction of potential participants.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com