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Table 3 Evaluation results of the adverse drug reaction prediction model on the test set

From: Prediction of adverse drug reactions based on knowledge graph embedding

 

Precision

Recall

F-score

AUC

Experiment 1

0.779

0.819

0.799

0.87

Experiment 2

0.79

0.81

0.8

0.863

Experiment 3

0.775

0.799

0.787

0.855

Experiment 4

0.773

0.819

0.796

0.862

Experiment 5

0.779

0.804

0.791

0.867

Experiment 6

0.77

0.812

0.79

0.86

Mean

0.778

0.81

0.794

0.863