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In order to extend the predicted area and reduce prediction uncertainty, additional samples are needed.
The variance can quantify its prediction uncertainty.
In ensemble forecasting, the ensemble spread is used as an estimate of the prediction uncertainty.
The maps may also contain areas of high prediction uncertainty.
Overall, the average prediction uncertainty was less than 34%.
Ensemble-models allowed for the visualization of prediction uncertainty.
This procedure resulted in baseline prediction uncertainty of ±0.77 °C (MAGT) and ±37 cm (ALT) (Supplementary Fig. 5).
Once we determine the maximum allowable prediction uncertainty and the expected measurement uncertainty, the observation data to be measured for the minimization of prediction uncertainty can be obtained.
Unlike many other studies we considered the prediction uncertainty when assessing the contamination risk.
In addition, we analyzed how seed dispersal and interspecies competition contributes to prediction uncertainty.
Thus, the effect of property prediction uncertainty has to be addressed while designing optimal products.
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CEO of Professional Science Editing for Scientists @ prosciediting.com