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Table 6 The detailed information of the result for the multi-level datasets

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

 

Total

CYP1A2

CYP2C9

CYP2C19

CYP2D6

CYP3A4

Accuracy

First level

1317 (1317)

–

–

–

–

–

1.000

Second level

1310 (1308)

80 (80)

132 (131)

27 (27)

112 (112)

959 (958)

0.998

Third level

1194 (947)

80 (80)

128 (112)

27 (24)

111 (94)

848 (637)

0.793

  1. The numbers outside and inside the parentheses represent the actual and predictive numbers of DDIs respectively