Table 2.
R2, RMSE and %NRMSE value for the external validation and lockdown sets from the best model.
| D_NO2 | D_PM10 | N_NO2 | N_ Ox | N_O3 | N_PM10 | O_NO2 | O_PM10 | S_NO2 | S_ Ox | S_O3 | S_PM10 | W_NO2 | W_PM10 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.55 | 0.61 | 0.76 | 0.5 | 0.87 | 0.72 | 0.5 | 0.42 | 0.45 | −0.07 | 0.84 | 0.71 | 0.81 | 0.66 | R2 VS |
| 15.32 | 26.29 | 17.52 | 12.46 | 24.6 | 28.81 | 22.35 | 38.78 | 20.04 | 21.46 | 33.37 | 25.08 | 13.47 | 29.1 | %NRMSE VS |
| 46.64 | 29.63 | 59.89 | 8.96 | 14.01 | 27.96 | 80.1 | 37.27 | 53.97 | 13.78 | 17.35 | 28.76 | 38.59 | 28.3 | %NRMSE LD |
| 58.28 | 35.98 | 81.29 | 7.1 | 13.9 | 30.15 | 103.82 | 36.96 | 68.26 | 8.18 | 13.9 | 33.33 | 49.27 | 30.88 | %NRMSE HLD |
| 7.43 | 9.04 | 5.3 | 7.19 | 6.76 | 7.09 | 7.63 | 13.44 | 7.26 | 11.92 | 6.43 | 8.52 | 4.74 | 8.11 | RMSE VS |
| 14.48 | 7.22 | 7.83 | 7.17 | 9.38 | 5.33 | 12.3 | 8.02 | 10.9 | 10.31 | 9.47 | 6.65 | 7.91 | 6.23 | RMSE LD |
| 16.76 | 8.6 | 9.25 | 6.11 | 10.38 | 6.51 | 14.18 | 8.4 | 12.67 | 6.56 | 8.56 | 8.16 | 9.32 | 7.11 | RMSE HLD |
| 38 | 27.58 | 20.06 | 68.73 | 48.67 | 20.71 | 23.12 | 26.34 | 26.26 | 65.6 | 39.33 | 26.46 | 25.9 | 23.11 | True Mean |
| 81.8 | 78.77 | 53.36 | 106.89 | 93.71 | 65.56 | 58.14 | 111.51 | 65.05 | 97.77 | 86.13 | 78.23 | 62.28 | 69.47 | True Max |
| 8.02 | 6.63 | 1.14 | 34.14 | 3.64 | 5.6 | 1.98 | 7.59 | 2.92 | 28.67 | 1.08 | 6.93 | 3.11 | 5.58 | True Min |