Skip to main content
. 2022 Jan 15;15(2):647. doi: 10.3390/ma15020647

Table 4.

Result of k-fold cross-validation for splitting tensile strength.

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