Research Article
Temperature Forecasting via Convolutional Recurrent Neural Networks Based on Time-Series Data
Table 2
Performance comparison with different approaches.
| Approaches | MAE | RMSE |
| Operational consensus forecasts | 1.253 | 2.174 | Original backpropagation neural networks | 0.934 | 1.952 | Stacked denoising autoencoder | 0.951 | 1.863 | Convolutional recurrent neural networks | 0.907 | 1.697 |
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