Table 6 Model assessment indicator data.
From: Assessment model of ozone pollution based on SHAP-IPSO-CNN and its application
Mould | R2 | RMSE | MAE |
|---|---|---|---|
Random forest | 0.9023 | 0.0116 | 0.0079 |
RF-PSO-LSTM | 0.9329 | 0.0097 | 0.0070 |
SHAP-PSO-CNN | 0.9337 | 0.0096 | 0.0068 |
IPSO-CNN | 0.9349 | 0.0095 | 0.0067 |
SHAP-IPSO-CNN | 0.9492 | 0.0084 | 0.0061 |
