Research Article
Evaluation of Key Parameters Using Deep Convolutional Neural Networks for Airborne Pollution (PM10) Prediction
Table 2
Metrics used to evaluate the results.
| Metric | Formula | Range ofvalues | Preferredvalues |
| Root mean squared error (RMSE) | | 0 ≤ x ≤ ∞ | Lower | Mean absolute percentage error (MAPE) | | 0 ≤ x ≤ 1 | Higher | Index of agreement (IOA) | | 0 ≤ x ≤ 1 | Higher | Coefficient of determination (R2) | | 0 ≤ x ≤ 1 | Higher |
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