Table 1 Solubility prediction results.

From: Machine learning analysis of oral solid dosage formulation solubility variations by adjusting pressure and temperature

Model

R2 score

R2 (95% CI)

RMSE

MAE

ADA-GPR

0.98806

(0.983–0.992)

1.0133E−01

7.78966E−02

ADA-SVR

0.96056

(0.951–0.970)

1.6666E−01

1.25660E−01

ADA-LR

0.86815

(0.851–0.885)

3.2685E−01

2.27757E−01

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