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Mathematical Problems in Engineering
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Mathematical Problems in Engineering
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2016
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Article
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Tab 5
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Research Article
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%