Research Article
Evaluation of Key Parameters Using Deep Convolutional Neural Networks for Airborne Pollution (PM10) Prediction
Table 3
Summary of 40 MLP architectures.
| Architecture | Activation Function | Mean | RMSE | MAPE | IOA | R2 |
| MLP | Linear | 19.764 | 0.2369 | 0.8695 | 0.5866 | ReLU | 20.3885 | 0.2461 | 0.8576 | 0.56 | Sigmoid | 20.3289 | 0.2493 | 0.8638 | 0.5626 | Softplus | 20.105 | 0.2408 | 0.8608 | 0.5722 | Total | 20.1466 | 0.2433 | 0.8629 | 0.5703 |
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