Table 5.

Comparison results of WNN with two initialization methods for traffic volume time series.

Model	Structure	Number of parameters	Mean of RMSE		Std. of RMSE
			Training	Testing	Training	Testing
WNN-CIA	6-17-1	222	0.03201	0.05343	0.00462	0.01237
WNN-HIA [9]	6-16-1	209	0.03996	0.05692	0.01162	0.02125
	6-17-1	222	0.03868	0.05561	0.01109	0.02266
	6-18-1	235	0.03761	0.05373	0.01065	0.02035
	6-19-1	248	0.03796	0.05567	0.01248	0.02312