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

Table 5

11-step ahead prediction results, Injured-G2.

	SSA-AR	HSVD-AR	SSA-ANN	Gain
MNSE	90.3	90.6	88.4	0.3%
	99.1	99.1	98.7	0%
MAPE	2.8	2.5	3.6	10.7%
RMSE	0.9	0.9	1.0	0%
RE ± 5%	85.8	85.3	80.0	0.6%