Table 9 Performance comparison of prediction models using K-fold cross-validation.
Method | Averaged performance metrics | ||||
---|---|---|---|---|---|
R2 | MAE | RMSE | VAF | Score | |
MLR | 0.844 | 18.6 | 24.72 | 84.01 | 01 |
k-NNR | 0.869 | 17.59 | 22.99 | 86.95 | 02 |
SVR | 0.876 | 16.26 | 19.34 | 87.74 | 03 |
RFR | 0.885 | 14.21 | 19.8 | 88.82 | 04 |