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For comparison to one-day-at-a-time testing, we also give the fraction of simulations in which the maximum forecast error that occurred during the outbreak exceeded its 2.5% false alarm rate threshold of 1.96.
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But if all the weather variables are included (case ALL) as input, the median value of the GHI neural network forecast error decreases and the maximum value of the MAE also decreases (as shown in Fig. 8).
forecast error.
They cannot be directly controlled, and their forecast errors substantially exceed the forecast error of load.
The forecast accuracy or forecast error can be measured by using different techniques [21].
For each model, we compute the forecast error.
Genetic Algorithm (GA) is then used to optimize the weighting coefficients of different forecast components and minimize the forecast error.
Using a consensus of forecast models reduces forecast error.
Using a consensus of forecast models, as well as ensemble members of the various models, can help reduce forecast error.
49 For the purposes of forecasting, visualisations of forecasts compared to observations and forecast accuracy measures, such as the mean absolute forecast error, provide more direct and intuitive model selection criteria.
Figures 5 and 6 show the forecast error before and after ARIMA modeling of residuals.
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