Research Article
Evaluation of Key Parameters Using Deep Convolutional Neural Networks for Airborne Pollution (PM10) Prediction
Table 13
Three best models of 2CNN architectures.
| Architecture | Activation function | First kernel size | Second kernel size | RMSE | MAPE | IOA | R2 |
| CNN | Linear | 20 | 3 | 19.2497 | 0.2314 | 0.8704 | 0.6079 | 50 | 3 | 19.3115 | 0.2338 | 0.8729 | 0.6053 | 50 | 6 | 19.2326 | 0.2317 | 0.8747 | 0.6086 |
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