Table 4.
Comparison of our models with the linear model at 25 SCAQMD sites
Models | NO2 | NOx | ||||
---|---|---|---|---|---|---|
| ||||||
CV R2 for time series | R2 for long-term averages | RMSE | CV R2 for time series | R2 for long-term averages | RMSE | |
| ||||||
N samples | 5225 | 25 | 25 | 5225 | 25 | 25 |
Our model | 0.82 | 0.84 | 2.46 | 0.75 | 0.70 | 6.4 |
Linear regression model | 0.53 | 0.63 | 4.61 | 0.48 | 0.51 | 8.2 |