Sensitivity Analysis of Wavelet Neural Network Model for Short-Term Traffic Volume Prediction

Table 1

Comparison of performance among WNNMs with different number of input neurons.

No.	MAE	MAPE	VAPE	𝑅
1	7.1290	0.4338	0.8429	0.9041
2	6.7433	0.3549	0.4619	0.9064
3	6.5247	0.3482	0.2019	0.8997
4	6.3971	0.3169	0.1243	0.9232
5	6.8846	0.3666	0.1367	0.9098
6	7.1392	0.2949	0.1372	0.9033
7	7.1958	0.3864	0.1484	0.9175
8	7.2153	0.3561	0.1727	0.9081
Average	6.9036	0.3572	0.2783	0.9090