Table 2 Predictive indicator values of different models.
From: Gas concentration prediction based on SSA algorithm with CNN-BiLSTM-attention
Model | RMSE | MAPE |
|---|---|---|
Attention-LSTM | 0.0223 | 0.137 |
SSA-LSTM-Attention | 0.0181 | 0.098 |
Transformer-LSTM | 0.0245 | 0.149 |
CNN-BiLSTM-Attention | 0.0188 | 0.12 |
SSA-CNN-BiLSTM-Attention | 0.0171 | 0.084 |
