Research Article
Forecasting Primary Energy Requirements of Territories by Autoregressive Integrated Moving Average and Backpropagation Neural Network Models
Table 8
Results of the correctness.
| Agricultural city | Three-input BP neural network | ARIMA(2, 0, 2) | MAPE | 0.004 | 0.105 | RMSE | 0.146 | 0.233 |
| Manufacturing city | Three-input BP neural network | ARIMA(2, 0, 5) | MAPE | 0.016 | 0.042 | RMSE | 0.155 | 0.363 |
| Service-dominated city | Three-input BP neural network | ARIMA(0, 1, 1) | MAPE | 0.047 | 0.039 | RMSE | 0.161 | 0.281 |
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