Table 9 Preliminary modeling findings for PM and nox pollution using the MLP technique without considering CO (RMSE, MAE in kg/year; R2 is unitless).

From: Unravelling the importance of spatial and temporal resolutions in modeling urban air pollution using a machine learning approach

 

RMSE

MAE

R2

Stationary sources

PM

40.030

11.647

0.55

NOx

38.438

19.328

0.58

Mobile Sources

PM

31.952

12.709

0.62

NOx

103.721

39.673

0.66