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. 2024 Mar 17;14:6414. doi: 10.1038/s41598-024-57131-w

Table 4.

Results of evaluation indicators for each coupling model.

Model Evaluation metrics
MAE/MPa RMSE/MPa R2
IABC-MLP 2.504 3.408 0.973
ABC-MLP 3.053 4.070 0.958
PSO-MLP 3.799 5.070 0.931
TSO-ELM 5.240 6.050 0.870
CS-AdaBoost-CART 3.996 4.987 0.914