Research Article
Air Pollution Concentration Forecast Method Based on the Deep Ensemble Neural Network
Table 6
The accuracy comparisons of different algorithms.
| Model | MAE | MAPE |
| NN | 6.95 | 19.19% | RNN | 7.23 | 18.49% | LSTM | 6.48 | 16.79% | GRU | 6.56 | 19.84% | BGRU | 7.22 | 18.88% | CGRU | 8.56 | 20.50% | CBGRU | 8.58 | 24.73% | CLSTM | 6.90 | 17.41% | ACLSTM | 6.86 | 16.60% | EN (RNN+LSTM+GRU) | 6.19 | 16.20% |
|
|