Table 1 Train results.

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

Model

R2 Score

RMSE

MAE

KRR

0.95695

1.30482E + 02

7.33020E + 01

KNN

0.91238

1.59214E + 02

1.31357E + 02

RNN

0.90135

1.75017E + 02

1.08226E + 02

LASSO

0.76416

2.84738E + 02

2.18471E + 02

MLP

0.98664

7.55937E + 01

3.93855E + 01

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