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The empirical results show that the proposed model achieves the improved forecasting accuracy.
The proposed model showed improved forecasting accuracy on both peak prices and overall system compared with the forecasting model using a single SVM.
It was found that, in contrast with the normal distribution, the application of Student's t-distribution for errors helped the models satisfy the diagnostic tests and show improved forecasting accuracy.
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The results show that the proposed printing decision model improved forecast accuracy by 3.7%, reduced cost by 8.3%, and the contract design enhanced overall supply chain and manufacturer profitability by 0.5% and 2.7%, respectively.
They found that rainfall had a significant effect on the interannual variability of epidemic malaria and including rainfall as a predictor improved forecast accuracy.
They argued that the improvements made by leveraging in EGARCH and GJR GARCH models did not improve forecasting accuracy.
With so much riding on forecasts, Dr. Marks's division is about 3 years into a 10-year program to improve forecasting accuracy.
The results show that feedback significantly improves forecasting accuracy.
Besides, it is recommended to combine ANN and SVR with fuzzy systems, to improve forecasting accuracy.
Open image in new window Fig. 7 Key factors to improve forecasting accuracy at each modifying horizon.
The system is developed to improve forecasting accuracy specifically on difficult days like hot, cold and special days.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com