Sentence examples for assess the forecasting from inspiring English sources
In addition, a rolling forecast study is carried out to assess the forecasting performance of the estimated models.
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.
We assess the forecasting skill of these five multi-models and evaluate their ability to predict some of the costliest historical droughts and floods in recent decades.
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.
For example, climate models are frequently used for simulating 'known' historic climate to assess the forecasting system in predicting climate statistics (Taylor et al. 2011).
It is therefore an established practice to subtract the climate average from both the forecast and the verification and to assess the forecast and observed anomalies according to the ACC.
For Peru and neighboring Andean countries, the NOAA reports provide critical information that regional scientists compare (that is, Niño 3.4 region vs. Niño 1 + 2 region) using their own expert judgement to assess the forecast summaries.
In this paper, three indicators: mean absolute error (MAE), mean absolute percentage error (MAPE) and root-mean square error (RMSE) are adopted to assess the forecast accuracy of each model, respectively.
Step 4: Combine n groups of results to obtain the forecast result of multiple labels and assess the forecast results according to multiple label evaluation criteria.
Comparisons of our VAR model to persistence-type forecasts can partially control for the effects of regional and weather-variable differences in assessing the forecasting capability.
A Monte Carlo simulation of the median sequence and smoothing parameter combinations creates confidence intervals for assessing the forecasts.
