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Our study allows insights to be gained on potential improvements to intermittent demand forecasting processes and, subsequently, the design effectiveness of forecasting support systems.
In the contingent perspective, the effectiveness of forecasting practices depends on the specific kind of context each company faces.
Then, in order to improve the effectiveness of forecasting when ANN was applied to a permeability predicting problem, the design was performed using Cuckoo Optimization Algorithm (COA) algorithm.
Design of topology and parameters of the neural networks as decision variables was done first by trial and error, and then using genetic algorithms in order to improve the effectiveness of forecasting when ANN is applied to a permeability predicting problem from well logs.
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Third, preparing carefully constructed trailers as in the present study might be too expensive to justify the cost-effectiveness of forecasting students' responses to teaching.
There is a problem of setting criteria of space weather forecast quality that allows estimation of the economic effectiveness of forecasts in comparison with other methods for real users.
International Journal of Forecasting.
Root mean square error (RMSE) is required frequently, to measure or assess the effectiveness of the forecasting model (Saba 2016).
But powerful disturbances happen rather seldom and so the traditional criteria of quality estimation give very little useful information for an estimate of economic effectiveness of the forecast.
The results reveal the effectiveness of the forecast models when the estimation of the number of crane moves and container gross weight are accurate.
Three regression algorithms have been conducted which are multiple linear regression, support vector regression and decision tree regression to evaluate their effectiveness of making forecasts.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com