Table 4.
AdaBoost | Decision Tree | ||||||||
---|---|---|---|---|---|---|---|---|---|
K-Fold | MAE | MSE | RMSE | R2 | K-Fold | MAE | MSE | RMSE | R2 |
1 | 0.76 | 1.44 | 1.20 | 0.91 | 1 | 0.52 | 0.50 | 0.71 | 0.73 |
2 | 1.04 | 2.37 | 1.54 | 0.88 | 2 | 1.76 | 7.02 | 2.65 | 0.88 |
3 | 0.78 | 1.39 | 1.18 | 0.74 | 3 | 0.77 | 0.98 | 0.99 | 0.97 |
4 | 0.84 | 1.82 | 1.35 | 0.90 | 4 | 1.41 | 3.45 | 1.86 | 0.91 |
5 | 0.45 | 0.28 | 0.53 | 0.98 | 5 | 1.17 | 2.72 | 1.65 | 0.79 |
6 | 1.11 | 2.13 | 1.46 | 0.95 | 6 | 1.25 | 3.68 | 1.92 | 0.84 |
7 | 0.93 | 2.62 | 1.62 | 0.79 | 7 | 1.20 | 4.24 | 2.06 | 0.80 |
8 | 1.31 | 3.31 | 1.82 | 0.81 | 8 | 1.25 | 2.22 | 1.49 | 0.96 |
9 | 0.59 | 0.57 | 0.76 | 0.93 | 9 | 0.43 | 0.57 | 0.75 | 0.91 |
10 | 1.16 | 3.57 | 1.89 | 0.87 | 10 | 1.85 | 5.15 | 2.27 | 0.85 |