Table 1 Model evaluation parameters of DEML framework
From: Unequal spatio-temporal distribution of population-weighted pollution extremes through deep learning
Parameters | Training | Validation | Testing |
|---|---|---|---|
RMSE (μg/m³) | 16.23 | 17.85 | 17.36 |
MSE (μg/m³) | 263.41 | 318.62 | 301.53 |
R2 | 0.922 | 0.894 | 0.902 |
NSE | 0.920 | 0.887 | 0.889 |
PBIAS (%) | 11.28 | 12.33 | 12.15 |
