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References in periodicals archive ?
Once the number of processing units exceeds a certain number, the training time of the model will increase during the training, and the average absolute error percentage will not be improved.
Here, [e.sub.av] is the average absolute error, [e.sub.z] is the absolute error of the chlorophyll a concentration, [Acv.sub.z] is the actual value, [Pcv.sub.z] is the predicted value, g is the prediction length, [e.sub.rz] is the relative error, and [e.sub.rav] is the average relative error.
The results show that the average absolute error of the peak and off-peak is about 4.5 km/h, mean relative error the average relative error is about 6.5%, and the mean square deviations are 2.38 km/h and 3.39 km/h.
Bush 2000 R 1 -15.32 1 -14.95 John Kerry 2004 D 4 -42.32 4 -41.80 Barack Obama 2008 D (3) 2 -19.08 2 -19.02 John McCain 2008 R 4 -21.00 4 -21.98 Mitt Romney 2012 R 1 -14.33 1 -4.51 Average absolute error 17.50 16.71 Steger Endorsements & Competitive Interaction Pred.
Tables 2, 3,4, 5, 6,7, 8, and 9 provide numerical results in terms of the average absolute error (AAE), root mean square error (RMSE), maximum error (ME), number of iterations (n), and execution time (ET) measured in seconds (s).
In order to measure the prediction accuracy and determine the quality of the fit of the different approaches used for bole volume estimation, the correlation coefficient (R), the average absolute error (AVABE), the maximum absolute error (MaxABE), the root mean square error (RMSE) and the (RMSE%) expressed as percentage of the mean of the true bole volume values, were calculated.
The Treasury provides a quantitative and probabilistic indication of the uncertainty associated with its GDP forecasts by publishing, in the Budget and Pre-Budget Reports, the average absolute error as well as its point forecasts.
Forecasting error is a measure of average absolute error. As can be seen in Diagram 12, forecasting error is 0.6-0.9 percentage point for the different forecasters.
The average absolute error for Equation 1c is half that of Equation 1 and the error terms appear more randomly distributed throughout the sample period (Table 2).