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. 2020 Nov 6;274:115900. doi: 10.1016/j.envpol.2020.115900

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