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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