Table 3 Fitting results of the models (test set).

From: Separation of organic molecules from water by design of membrane using mass transfer model analysis and computational machine learning

Model

R² Score

RMSE (mol/m³)

MAE (mol/m³)

DT

0.94224

156.329

104.199

RF

0.989

67.5164

51.3307

ET

0.99674

37.0212

19.6784

HBGB

0.99601

41.5091

29.8225

Back to article page