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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 6
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Research Article
Hybrid Models Based on Singular Values and Autoregressive Methods for Multistep Ahead Forecasting of Traffic Accidents
Table 6
11-step ahead prediction results, Injured-G3.
SSA-AR
HSVD-AR
SSA-ANN
Gain
MNSE
87.2
87.6
87.6
0.5%
98.6
98.7
98.7
0.1%
MAPE
2.3
2.3
2.3
0%
RMSE
1.4
1.3
1.4
7.7%
RE ± 5%
92.4
94.2
91.6
1.9%