Research Article
Short-Term Air Quality Prediction Based on Fractional Grey Linear Regression and Support Vector Machine
Table 4
The results of FGM(0, m) for PM10.
| | Actual value (unit: μg/m3) | Predictive value (unit: μg/m3) | APE (%) |
| 12–20 | 215 | 122 | 43.3 | 12–21 | 153 | 223 | 45.8 | 12–22 | 228 | 156 | 31.6 | 12–23 | 132 | 197 | 49.2 | 12–24 | 193 | 203 | 5.2 | 12–25 | 248 | 157 | 36.7 | 12–26 | 114 | 168 | 47.4 | 12–27 | 78 | 69 | 11.5 | 12–28 | 68 | 86 | 26.5 | 12–29 | 79 | 139 | 75.9 | 12–30 | 122 | 62 | 49.2 | MAPE | | | 38.4 | 12–31 | 200 | 110 | 45.0 | 01–01 | 198 | 202 | 2 | 01–02 | 273 | 310 | 13.6 | 01–03 | 299 | 269 | 10 | MAPE | | | 17.7 |
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