Research Article
[Retracted] Intelligent Forecasting of Air Quality and Pollution Prediction Using Machine Learning
Table 3
Statistical validation for proposed models using the following metrics.
| S. no | Proposed models | MAE | MAPE | MSE | RMSE |
| 1. | LR | 55.12 | 2.69 | 5157.17 | 71.81 | 2. | RF | 39.84 | 1.94 | 2980.71 | 54.59 | 3. | KNN | 49.13 | 2.40 | 4889.74 | 69.92 | 4. | RL | 55.12 | 2.69 | 5157.17 | 71.81 | 5. | Xgb | 8.27 | 0.40 | 192.08 | 13.85 | 6. | Adab | 9.23 | 0.45 | 112.15 | 10.59 |
|
|