Table 11.
February 2020 test results, CO, NO2, PM10.
| Pollutant (Input Set) | RMSE | |
|---|---|---|
| CO, LR (raw) | 0.952 | 0.091 |
| CO, RF (2019) | 0.953 | 0.077 |
| CO, RF (2019 + 2020) | 0.957 | 0.065 |
| NO2, LR (raw) | 0.830 | 18.564 |
| NO2, RF (2019) | 0.853 | 15.667 |
| NO2, RF (2019 + 2020) | 0.856 | 10.564 |
| PM10, LR (raw) | 0.833 | 28.356 |
| PM10, RF (2019) | 0.844 | 12.071 |
| PM10, RF (2019 + 2020) | 0.863 | 11.046 |