Table 5.
MAPE of models (%).
| PM10 | PM2.5 | NO2 | SO2 | O3 | CO | Average | |
|---|---|---|---|---|---|---|---|
| LSTM | 7.54 | 17.25 | 12.63 | 15.73 | 9.05 | 13.53 | 12.62 |
| IG-LSTM | 8.30 | 17.85 | 5.31 | 11.17 | 17.51 | 4.35 | 10.75 |
| Wavelet-LSTM | 7.78 | 12.59 | 10.73 | 11.02 | 11.77 | 10.37 | 10.71 |
| Hybrid model | 8.84 | 7.59 | 4.83 | 9.69 | 7.80 | 5.96 | 7.45 |