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. 2024 Jun 7;13(12):1789. doi: 10.3390/foods13121789

Table 3.

Model evaluation by random forest regression.

Fold R2 MAE RMSE
1 0.9939 0.0185 0.0288
2 0.9920 0.0214 0.0317
3 0.9930 0.0205 0.0303
4 0.9920 0.0204 0.0307
5 0.9907 0.0242 0.0345
Mean 0.9923 0.0211 0.0312
Standard deviation 0.0011 0.0018 0.0019