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. 2023 Aug 8;13(34):23754–23771. doi: 10.1039/d3ra03177b

Statistical parameters of the ANN and MLR model.

Set of data R 2 MSE RMSE MPE
ANN MLR ANN MLR ANN MLR ANN MLR
Total 0.9528 0.8753 41.2 128.6 6.4 11.3 12.2% 24.3%
Training 0.9434 0.8625 43.6 123.3 6.6 11.1 14.2% 12.4%
Test 0.9583 43.9 6.6 7.3%
Validation 0.9759 0.9280 28.0 158.0 5.2 12.6 10.0% 46.1%