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. 2023 Dec 7;10(1):e23375. doi: 10.1016/j.heliyon.2023.e23375

Table 5.

Performance evaluation of the ML-based developed models.

Model Subset MAE RMSE RSE RRMSE R ρ OF
GEP
Training 4.0853 5.9697 0.0339 0.1232 0.9829 0.0622 0.0695
Validation 5.3973 7.1330 0.0535 0.1473 0.9813 0.0743
MEP
Training 2.3142 9.2813 0.0820 0.1916 0.9631 0.0976 0.1041
Validation 2.4667 10.4115 0.1139 0.2149 0.9607 0.1085