Concurrent, Performance-Based Methodology for Increasing the Accuracy and Certainty of Short-Term Neural Prediction Systems

Table 9

Electric load consumption forecasting weight coefficients based on the networks’ training set accuracy.

Weights coefficients	3 neurons, 1^st most accurate	5 neurons, 2^nd most accurate	7 neurons, 3^rd most accurate
Averaged	33.33	33.33	33.33
MAE based	34.12	33.99	31.89
RMSE based	35.13	33.91	30.95
MSE based	36.93	34.41	28.66