Sentence examples for performing forecasting from inspiring English sources

Moreover, the SVR model was identified as the best performing forecasting model and proved successful in accurately forecasting the last three US presidential elections (2004, 2008, 2012).

Finally, we also analyze variable selection for the best performing high-dimensional lasso-type models, thus provide guidelines to structuring better performing forecasting model designs.

When performing forecasting, it is important to understand the assumptions of forecast models and to understand the advantages and disadvantages of each.

When performing forecasting, it is important to understand the assumptions of each method as well as the associated advantages and disadvantages.

Reservoir simulation is an important tool for reservoir studies because it enables the testing of production strategies and to perform forecasts.

Of all possible 1-h time periods available in the test set, 100 random hourly periods were selected to perform forecasts.

In the kNN algorithm, the syndrome diagnosis of CHD is split into several single label problems to perform forecast, then the results are combined.

And the S.E.C. is also requiring that independent parties monitor the pools after they are sold, allowing investors to see whether the securities are performing as forecast.

The results suggest that when performing classification forecast for data sets of inquiry diagnosis for CHD, ML-kNN achieves better results and it seems to be a practicable solution for multi-label problems in clinical diagnosis in TCM at present.

That is, given a time series, our proposal (EDFM – Evolutionary Design of Forecasting Models) qualitatively and quantitatively identifies a competitive model to perform the forecasting task.

For the most accurate HR, based on performance metrics, we performed a forecast skill of HR to detect floods and droughts, comparing the results with in-situ observations.