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

Table 7

Traffic flow forecasting errors of different ANN approaches.

Error type	5 neurons FFAP	4 neurons FFAP	3 neurons FFAP	Aver. FFAP	MAE weighted	RMSE weighted	MSE weighted
MAE	20.46	23.38	22.32	16.60	16.53	16.44	18.17
RMSE	23.39	30.20	34.37	21.32	21.02	20.54	22.31
MSE	547.34	911.99	1181.01	454.45	441.86	421.84	497.88
MAPE	266.59	253.19	341.13	186.23	186.41	204.37	187.39