Table 2 Performance (in %) of the baseline relation extraction system and the incremental contribution of different system modules, on the test set of the ADE corpus
From: Knowledge-based extraction of adverse drug events from biomedical text
System | Precision | Recall | F-score |
|---|---|---|---|
Baseline | 8.9 | 78.4 | 16.1 |
+ NLP module | 21.1 | 82.9 | 33.6 |
+ Knowledge base | 32.8 | 78.1 | 46.2 |
+ Relation-type filtering | 38.1 | 74.8 | 50.5 |