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.

ModelRMSEMSEMAPEMAD

ARIMA72.3715237.5681.60450.433
PSOARIMA72.1255201.9671.54448.387
PSOSVR12.332152.077 0.308 9.960
PSOSVR_ARIMA11.704136.9800.31910.568
PSOSVR_PSOARIMA10.973120.4080.278 9.099