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

Table 5

Forecasting traffic flow weight coefficients based on the networks’ training set accuracy.

Weights coefficients	5 neurons, 1^st most accurate	3 neurons, 2^nd most accurate	4 neurons, 3^rd most accurate
Averaged	33.33	33.33	33.33
MAE based	35.34	33.73	30.93
RMSE based	39.07	34.33	26.60
MSE based	44.73	34.54	20.73