Table 2 Results of models for solubility of raloxifene.

From: Raloxifene solubility in supercritical CO2 and correlation of drug solubility via hybrid machine learning and gradient based optimization

Model

R-squared value

RMSE

AARD%

Max Error

ET

0.94912

4.0557E-01

5.92144E + 00

9.01628E-01

RF

0.90337

5.4790E-01

8.18113E + 00

1.16949E + 00

GB

0.88634

7.1946E-01

1.87942E + 01

1.39242E + 00

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