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The Scientific World Journal
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2013
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Article
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Tab 3
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Research Article
Hybrid Support Vector Regression and Autoregressive Integrated Moving Average Models Improved by Particle Swarm Optimization for Property Crime Rates Forecasting with Economic Indicators
Table 3
Comparison of errors.
Model
RMSE
MSE
MAPE
MAD
ARIMA
72.371
5237.568
1.604
50.433
PSOARIMA
72.125
5201.967
1.544
48.387
PSOSVR
12.332
152.077
0.308
9.960
PSOSVR_ARIMA
11.704
136.980
0.319
10.568
PSOSVR_PSOARIMA
10.973
120.408
0.278
9.099