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Table 3 Impact of SMILES Augmentation on HIV Dataset

From: Inductive transfer learning for molecular activity prediction: Next-Gen QSAR Models with MolPMoFiT

Iteration of augmentationClass ratio (positive: negative)AUROC
Positive classNegative class
000.0370.816 ± 0.005
440.0370.831 ± 0.003
3010.520.830 ± 0.007
60110.835 ± 0.007