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

Table 2

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

No.	MAE	MAPE	VAPE	𝑅
1	7.1303	0.4264	0.1622	0.9064
2	7.1702	0.3894	0.1631	0.9165
3	6.9565	0.3781	0.1652	0.9194
4	6.8165	0.3589	0.1892	0.9198
5	6.6067	0.3307	0.1369	0.9218
6	6.3971	0.3169	0.1243	0.9232
7	6.4213	0.4019	0.2317	0.9197
8	6.5806	0.3689	0.2186	0.9195
9	6.4344	0.3424	0.1888	0.9254
10	6.6313	0.3896	0.2168	0.9204
11	6.8409	0.4074	0.2835	0.9107
Average	6.7260	0.3737	0.1891	0.9184

The bold data represents the best value among this list of numbers.