Hybrid Models Based on Singular Values and Autoregressive Methods for Multistep Ahead Forecasting of Traffic Accidents

Table 4

11-step ahead prediction results, Injured-G1.

	SSA-AR	HSVD-AR	SSA-ANN	Gain
MNSE	87.6	84.7	82.9	3.3%
	98.6	98.0	98.0	0.6%
MAPE	2.0	2.5	3.1	25%
RMSE	1.1	1.3	1.5	18.2%
RE ± 5%	94.7	86.7	83.1	8.4%