| Features | Precision (%) | Relative recall (%) | ||||
---|---|---|---|---|---|---|---|
 | Order of entities | Bag of words | Candidate entities | Unigram | Bigram |  |  |
Any relation |
|
|
|
|
| 0.907 | 0.958 |
 |  |
|
|
|
| 0.908 | 0.957 |
 |
| Â |
|
|
| 0.896 | 0.975 |
 |
|
| Â |
|
| 0.902 | 0.957 |
 |
|
|
| Â | Â | 0.903 | 0.966 |
 |
|
|
|
| Â | 0.909 | 0.961 |
Study description |
|
|
|
|
| 0.669 | 0.567 |
 |  |
|
|
|
| 0.650 | 0.568 |
 |
| Â |
|
|
| 0.597 | 0.295 |
 |
|
| Â |
|
| 0.662 | 0.551 |
 |
|
|
| Â | Â | 0.659 | 0.552 |
 |
|
|
|
| Â | 0.651 | 0.550 |
Genetic variation |
|
|
|
|
| 0.793 | 0.691 |
 |  |
|
|
|
| 0.781 | 0.665 |
 |
| Â |
|
|
| 0.737 | 0.464 |
 |
|
| Â |
|
| 0.791 | 0.669 |
 |
|
|
| Â | Â | 0.796 | 0.687 |
 |
|
|
|
| Â | 0.794 | 0.680 |
Gene expression |
|
|
|
|
| 0.734 | 0.614 |
 |  |
|
|
|
| 0.720 | 0.620 |
 |
| Â |
|
|
| 0.762 | 0.466 |
 |
|
| Â |
|
| 0.733 | 0.612 |
 |
|
|
| Â | Â | 0.743 | 0.613 |
 |
|
|
|
| Â | 0.735 | 0.612 |
Epigenetics |
|
|
|
|
| 0.854 | 0.660 |
 |  |
|
|
|
| 0.833 | 0.660 |
 |
| Â |
|
|
| 0.905 | 0.358 |
 |
|
| Â |
|
| 0.857 | 0.679 |
 |
|
|
| Â | Â | 0.854 | 0.660 |
 |
|
|
|
| Â | 0.854 | 0.660 |
Pharmacology |
|
|
|
|
| 0.657 | 0.431 |
 |  |
|
|
|
| 0.626 | 0.442 |
 |
| Â |
|
|
| 0.642 | 0.264 |
 |
|
| Â |
|
| 0.643 | 0.419 |
 |
|
|
| Â | Â | 0.637 | 0.419 |
 |
|
|
|
| Â | 0.647 | 0.433 |
Clinical marker |
|
|
|
|
| 0.774 | 0.723 |
 |  |
|
|
|
| 0.767 | 0.728 |
 |
| Â |
|
|
| 0.772 | 0.730 |
 |
|
| Â |
|
| 0.768 | 0.678 |
 |
|
|
| Â | Â | 0.771 | 0.727 |
 |
|
|
|
| Â | 0.772 | 0.719 |