Research Article
Integrated Feature Selection of ARIMA with Computational Intelligence Approaches for Food Crop Price Prediction
Table 18
Performance comparison of various models for corn price forecasting.
| | Inputs | (%) | (%) | (%) |
| | (1) Single models | | | | | | ARIMA | | 14.783 | 20.047 | 8.784 | | ANN1 | ~ | 7.433 | 9.589 | 4.326 | | SVR1 | ~ | 7.003 | 9.058 | 4.060 | | MARS1 | | 7.015 | 9.337 | 4.110 | | (2) Integrated models | | | | | | ARIMA-ANN | | 7.286 | 10.771 | 4.256 | | ARIMA-SVR | | 7.190 | 9.588 | 4.215 | | ARIMA-MARS | | 6.495 | 9.102 | 3.785 |
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