5. Results of the Regression Estimation Process.
| Model | R2 Score for Removal Percentage | R2 Score for Adsorption Capacity |
|---|---|---|
| GB | 0.8858 | 0.9532 |
| XGBoost | 0.8423 | 0.9424 |
| RF | 0.8268 | 0.9086 |
| MLP | 0.8003 | 0.8614 |
| Model | R2 Score for Removal Percentage | R2 Score for Adsorption Capacity |
|---|---|---|
| GB | 0.8858 | 0.9532 |
| XGBoost | 0.8423 | 0.9424 |
| RF | 0.8268 | 0.9086 |
| MLP | 0.8003 | 0.8614 |