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Table 8 The detailed comparison results (Accuracy) between models using different methods

From: Machine learning to predict metabolic drug interactions related to cytochrome P450 isozymes

Dataset Methods 1A2_In 2C9_In 2C19_In 2D6_In 3A4_In 2C9_Sub 2D6_Sub 3A4_Sub
Multi-validation DNN 0.293 0.345 0.471 0.712 0.506
Ours 1.000 1.000 1.000 0.856 0.915
NCATS SB 0.614 0.550 0.653 0.618 0.607 0.663
Ours 0.662 0.629 0.664 0.632 0.608 0.547