From: Air pollution modelling for birth cohorts: a time-space regression model
Area | Evaluation | Pearson r | R2 | RMSE | ||
---|---|---|---|---|---|---|
Log (μg/m3) | μg/m3 | Log (μg/m3) | μg/m3 | μg/m3 | ||
Rural | Model | 0.79 | 0.78 | 0.63 | 0.61 | 5.86 |
Internal cross-validation | 0.80 | 0.78 | 0.63 | 0.61 | 5.86 | |
External validation | 0.77 | 0.82 | 0.58 | 0.68 | 3.21 | |
Urban | Model | 0.74 | 0.67 | 0.54 | 0.45 | 6.96 |
Internal cross-validation | 0.74 | 0.67 | 0.54 | 0.45 | 6.96 | |
External validation | 0.82 | 0.83 | 0.67 | 0.69 | 3.35 |