Table 3 3-fold validation results.

From: Integration of machine learning and CFD for modeling mass transfer in water treatment using membrane separation process

Model

Mean R2 Score

Standard Deviation

KRR

0.95515

0.00072

KNN

0.90692

0.02163

RNN

0.89269

0.00085

LASSO

0.751585

0.00226

MLP

0.97832

0.00045

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