Table 11 Evaluation performance (%) of the proposed DDE Encoder.

From: MEN: leveraging explainable multimodal encoding network for precision prediction of CYP450 inhibitors

Isoforms

Acc

AUC

AUC-PR

Sen

Spe

MCC

F1-score

Pre

CYP1A2

57

32

19

38

49

47

39

41

CYP2C9

59

34

21

39

51

49

40

43

CYP2C19

58

33

20

41

50

48

41

42

CYP2D6

56

31

18

40

48

48

40

41

CYP3A4

61

39

22

38

53

50

43

43

Average

58.2

33.8

20.0

39.1

50.1

48.7

40.4

42.3

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