Table 5.
Performance (in %) of a machine-learning based (jSRE) relation extraction system [[32]] and the knowledge-based system on a subset of the ADE test corpus (see text)
Training set (abstracts) |
Machine learning |
Knowledge base |
||||
---|---|---|---|---|---|---|
Precision | Recall | F-score | Precision | Recall | F-score | |
0 |
n/a |
n/a |
n/a |
88.5 |
88.6 |
88.5 |
10 |
58 |
6 |
55 |
89.1 |
88.2 |
88.6 |
50 | 79 | 87 | 82 | 91.8 | 86.1 | 88.8 |