Table 1 Performance comparison of the developed models based on k-fold cross-validation (fivefold).
Model | 5-Fold CV (R2 ± SD) | RMSE |
|---|---|---|
RF | 0.891 ± 0.06 | 0.078 ± 0.023 |
SVR | 0.779 ± 0.103 | 0.113 ± 0.021 |
LR | 0.759 ± 0.148 | 0.118 ± 0.041 |
Model | 5-Fold CV (R2 ± SD) | RMSE |
|---|---|---|
RF | 0.891 ± 0.06 | 0.078 ± 0.023 |
SVR | 0.779 ± 0.103 | 0.113 ± 0.021 |
LR | 0.759 ± 0.148 | 0.118 ± 0.041 |