In addition, a rolling forecast study is carried out to assess the forecasting performance of the estimated models.
Finally, an experimental analysis is conducted with the proposed DEP using five real world time series, where five well-known performance metrics and an evaluation function are used to assess the forecasting performance of the proposed model.
Therefore, to assess the forecasting performance of the proposed extension of the GPR model, we compare it to that of a MLP ANN in a MIMO setting.
In addition, the forecasting performance of the suggested approach was validated by comparing it with that of traditional forecasting tools.
A substantial number of wind speed forecasting models, which are aimed at improving the forecasting performance, have been proposed.
In order to assess the performance of the proposed model when forecasting for a range of look-ahead steps, simulation studies of (1sim 20) look-ahead steps are conducted and the forecasting performance is evaluated using NMAE and NRMSE.
Its forecasting performance is comparable to the forecasting performance of random forests.
(2015) compare the forecasting performance of three ANN architectures to forecast tourist arrivals to Catalonia.
The forecasting performance is good for all three weather variables.
In the evaluation of the forecasting performance, the probabilities that one or more events occur in each forecasting space-time-magnitude window are used as forecasting results.
There are several ways to evaluate the forecast performances.
