Skip to main content
. 2021 Feb 8;14(4):794. doi: 10.3390/ma14040794

Table 3.

Result of K-Fold Cross-validation.

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