Table 3.
K Fold | Ensemble Model | GEP Model | ||||||
---|---|---|---|---|---|---|---|---|
R2 | MAE | MSE | RMSE | R2 | MAE | MSE | RMSE | |
1 | 0.96 | 8.46 | 4.45 | 2.10 | 0.86 | 10.71 | 13.57 | 3.68 |
2 | 0.91 | 5.17 | 7.44 | 2.72 | 0.94 | 7.45 | 7.97 | 2.82 |
3 | 0.84 | 3.73 | 8.54 | 2.92 | 0.89 | 6.18 | 11.24 | 3.35 |
4 | 0.90 | 9.52 | 5.84 | 2.41 | 0.95 | 5.84 | 14.51 | 3.80 |
5 | 0.94 | 6.81 | 6.44 | 2.53 | 0.93 | 7.81 | 9.64 | 3.10 |
6 | 0.90 | 5.65 | 5.88 | 2.42 | 0.86 | 7.51 | 6.51 | 2.55 |
7 | 0.85 | 7.91 | 6.87 | 2.62 | 0.81 | 8.47 | 7.25 | 2.69 |
8 | 0.88 | 5.81 | 9.85 | 3.13 | 0.76 | 6.58 | 7.58 | 2.75 |
9 | 0.95 | 6.37 | 4.97 | 2.22 | 0.84 | 5.64 | 9.47 | 3.07 |
10 | 0.92 | 4.92 | 6.35 | 2.51 | 0.89 | 6.84 | 8.35 | 2.88 |