Table 2.
The goodness of fit criteria of the models
| Algorithm | R square (%) | RMSE | MAE |
|---|---|---|---|
| Random forest | 99.1 | 0.610 | 0.415 |
| Support vector machines | 94.5 | 1.505 | 1.164 |
| OLS regression | 91.2 | 1.804 | 1.375 |
| k-nearest neighbors | 63.6 | 3.822 | 2.684 |
The goodness of fit criteria of the models
| Algorithm | R square (%) | RMSE | MAE |
|---|---|---|---|
| Random forest | 99.1 | 0.610 | 0.415 |
| Support vector machines | 94.5 | 1.505 | 1.164 |
| OLS regression | 91.2 | 1.804 | 1.375 |
| k-nearest neighbors | 63.6 | 3.822 | 2.684 |