Table 3.
AdaBoost | Decision Tree | ||||||||
---|---|---|---|---|---|---|---|---|---|
K-Fold | MAE | MSE | RMSE | R2 | K-Fold | MAE | MSE | RMSE | R2 |
1 | 7.49 | 87.20 | 9.34 | 0.95 | 1 | 13.45 | 216.60 | 14.72 | 0.76 |
2 | 11.08 | 124.99 | 11.18 | 0.91 | 2 | 23.10 | 271.26 | 16.47 | 0.89 |
3 | 7.04 | 114.49 | 10.70 | 0.83 | 3 | 14.85 | 204.20 | 14.29 | 0.97 |
4 | 8.45 | 90.82 | 9.53 | 0.79 | 4 | 9.59 | 131.79 | 11.48 | 0.92 |
5 | 6.52 | 85.74 | 9.26 | 0.90 | 5 | 11.17 | 217.26 | 14.74 | 0.98 |
6 | 16.74 | 435.13 | 20.86 | 9.98 | 6 | 12.51 | 197.40 | 14.05 | 0.82 |
7 | 9.88 | 193.48 | 13.91 | 0.93 | 7 | 9.07 | 210.54 | 14.51 | 0.77 |
8 | 8.72 | 123.43 | 11.11 | 0.85 | 8 | 10.15 | 194.60 | 13.95 | 0.88 |
9 | 7.02 | 40.44 | 6.36 | 0.87 | 9 | 9.00 | 108.16 | 10.42 | 0.90 |
10 | 9.00 | 87.42 | 9.35 | 0.90 | 10 | 7.44 | 90.44 | 9.51 | 0.87 |