Analysis and Prediction of Overloaded Extra-Heavy Vehicles for Highway Safety Using Machine Learning

Table 6

Prediction results of WNN.

Data name	Highway data	National and provincial highway data (month)	National and provincial highway data (quarter)	National and provincial highway data (year)
	0.162	0.184	0.169	0.020
MSE (%^2)	18.250	48.570	41.620	59.050
RMSE (%)	0.810	1.110	0.930	7.684
ME (%)	9.000	10.520	9.640	12.524
MAE (%)	5.480	−3.790	−5.710	−9.324
MAPE (%)	0.079	0.069	0.073	9.413
RMSPE (%)	0.510	0.352	0.388	3.443
Running time (s)	0.484	1.219	0.563	1.656