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. 2023 Aug 26;24:323. doi: 10.1186/s12859-023-05447-1

Table 3.

Results on the Biosnap dataset in the DDI task

Dataset Method ROC–AUC PR–AUC F1
Biosnap LR 0.802 ± 0.001 0.779 ± 0.001 0.741 ± 0.002
Nat.Port 0.853 ± 0.001 0.848 ± 0.001 0.714 ± 0.001
Mol2Vec 0.879 ± 0.006 0.861 ± 0.005 0.798 ± 0.007
MolVAE 0.892 ± 0.009 0.877 ± 0.009 0.788 ± 0.033
DeepDDI 0.886 ± 0.007 0.871 ± 0.007 0.817 ± 0.007
Caster 0.910 ± 0.005 0.887 ± 0.008 0.843 ± 0.005
MCL-DDI 0.996 ± 0.001 0.994 ± 0.001 0.986 ± 0.002