Sentence examples for higher forecast accuracy from inspiring English sources

FNN and RBF network were trained with particle swarm optimization (PSO) for higher forecast accuracy.

Compared with GA and PCA, MGA improves the quality and efficiency of feature selection, with less selected features to get higher forecast accuracy.

Also, the larger the management portfolio the lower the costs of balancing energy will be, because larger portfolios are associated with higher forecast accuracy [6].

The testing results demonstrate that the SVM-KNN method provide a higher forecasting accuracy in contrast to the SVM.

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.

(2014) incorporate the error correction term in FAVAR models, showing that their approach generally offers higher forecasting accuracy relative to the FAVAR.

Among the MLP-based models, the LSTAR-LST-GARCH-MLP model has the highest forecast accuracy (RMSE = 0.00000134).

As a result, high forecast accuracy is required for multiple time horizons that are associated with regulation, dispatching, scheduling and unit commitment of power grid.

According to the simulation example of measured data in an office building, it is proved that the proposed prediction method with high forecast accuracy can select similar days with a high degree of similarity under non-catastrophic weather conditions, and offer promise for wider engineering application.

The high forecasting accuracy seems to be preserved with increasing forecasting horizon.

We observe, that the replacing method RpH (each holiday with a replacing dummy) yields high forecasting accuracy for the multivariate and univariate approaches.