Table 1 Coefficients of determinations of final models in train, validation and test phases.

From: Prediction of tablet disintegration time based on formulations properties via artificial intelligence by comparing machine learning models and validation

Model

Train R2 score

Mean CV R2 score

CV R2 Standard Deviation

Test R2 score

BRR

0.893505

0.886267

0.006511

0.872305

SBL

0.980281

0.977925

0.001373

0.960445

RVM

0.954689

0.948394

0.003955

0.918111