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Table 3 Relation extraction performance in terms of precision (P), recall (R) and f1-score (F1)

From: PGxO and PGxLOD: a reconciliation of pharmacogenomic knowledge of various provenances, enabling further comparison

 

P

R

F1

std

isAssociatedWith

0.61

0.35

0.44

0.08

isEquivalentTo

0.73

0.78

0.75

0.14

All relations

0.67

0.56

0.61

0.08

  1. Std stands for F1 standard deviation. Results take into account the prediction error for the entities