Research Article
Short-Term Air Quality Prediction Based on Fractional Grey Linear Regression and Support Vector Machine
Table 11
The results of the hybrid model for NO2.
| | Actual value (unit: μg/m3) | Predictive value (unit: μg/m3) | APE (%) |
| 12–20 | 55 | 53 | 3.6 | 12–21 | 51 | 49 | 3.9 | 12–22 | 42 | 37 | 11.9 | 12–23 | 42 | 42 | 0 | 12–24 | 42 | 42 | 0 | 12–25 | 41 | 39 | 4.9 | 12–26 | 36 | 38 | 5.6 | 12–27 | 34 | 35 | 2.9 | 12–28 | 32 | 37 | 15.6 | 12–29 | 27 | 28 | 3.7 | 12–30 | 32 | 32 | 0 | MAPE | | | 4.7 | 12–31 | 33 | 31 | 6.1 | 01–01 | 38 | 38 | 0 | 01–02 | 43 | 40 | 7.0 | 01–03 | 39 | 31 | 20.5 | MAPE | | | 8.4 |
|
|