Sentence examples for best forecasting accuracy for from inspiring English sources

Note that different network structures are examined to compare MLP's performance, and the structure hat reported the best forecasting accuracy for the test data is selected.

Results clearly show that the proposed method achieves best forecasting accuracies for each series.

In multiple cases, the remH approach leads to the best overall forecasting accuracy for the multivariate and univariate framework.

For 2 days ahead, the FIGARCH model has the best forecast accuracy among the single-regime GARCH models (RMSE = 0.0000244).

Among the RBF-based variants, the LSTAR-LST-GARCH-RBF model has the best forecast accuracy (RMSE = 0.0000050).

In contrast, the simple Adh model improve the forecasting accuracy for all holidays as expected.

This is not the case for the 1-year ahead forecasts (columns 5 and 6), where pension funds show a better forecasting accuracy.

We obtain the best forecasting results for the longest forecast horizons, suggesting the suitability of machine learning techniques for mid and long term forecasting.

Earnings for Goldman Sachs and JPMorgan Chase will continue to dodge experts' best forecasting efforts for the near future.

The best combination of forecasting accuracy and computational efficiency is achieved by adjusting the sparse parameter υ.

Our findings reveal that the hybrid optimization strategy proposed here may be used as a promising alternative forecasting tool for higher forecasting accuracy and better generalization ability.