Table 4.
Model | Bias | r | RMSE | SI |
---|---|---|---|---|
LR | 0.50 | 0.89 | 6.81 | 0.16 |
ANN | 2.29 | 0.90 | 6.59 | 0.15 |
SVM | 0.27 | 0.89 | 7.22 | 0.17 |
RF | 0.25 | 0.87 | 8.16 | 0.19 |
RMSE=Root means square error, SI=Scatter index, LR=Linear regression, ANN=Artificial neural network, SVM=Support vector machine, RF=Random forrest