Table 5 Evaluation results of different time step.
From: Air quality prediction model based on mRMR–RF feature selection and ISSA–LSTM
Time step | MAPE (µ\(\mathrm{g}/{\mathrm{m}}^{3}\)) | R2 (%) |
|---|---|---|
t | 0.028 | 0.996 |
t + 2 | 0.062 | 0.973 |
t + 4 | 0.081 | 0.925 |
From: Air quality prediction model based on mRMR–RF feature selection and ISSA–LSTM
Time step | MAPE (µ\(\mathrm{g}/{\mathrm{m}}^{3}\)) | R2 (%) |
|---|---|---|
t | 0.028 | 0.996 |
t + 2 | 0.062 | 0.973 |
t + 4 | 0.081 | 0.925 |
