Table 4 Experimental results.
| Â | Â | Â | Baseline with NE filter | Â | RR with NER (feature) | RR with NER (filter) | |||
|---|---|---|---|---|---|---|---|---|---|
Topic-classified Relations | (%) | Baseline w/o NER | Automatic | Manual | RR w/o NER | Automatic | Manual | Automatic | Manual |
Any relation | P | 81.1 | 91.8 | 96.7 | 90.9 | 91.5 | 97.0 | 92.1 | 97.1 |
(3196) | R | 100.0 | 97.0 | 100.0 | 96.1 | 96.1 | 99.6 | 96.5 | 99.6 |
Study description | P | 26.7 | 30.2 | 31.8 | 66.9 | 67.5 | 70.8 | 67.6 | 70.6 |
(1050) | R | 100.0 | 97.2 | 100.0 | 56.7 | 57.6 | 63.0 | 62.9 | 62.9 |
Genetic variation | P | 7.1 | 8.1 | 8.4 | 79.3 | 78.6 | 81.9 | 79.4 | 83.1 |
(278) | R | 100.0 | 98.9 | 100.0 | 69.1 | 67.3 | 70.1 | 73.6 | 73.6 |
Gene expression | P | 27.1 | 30.8 | 32.3 | 73.4 | 73.0 | 76.2 | 73.5 | 76.8 |
(1067) | R | 100.0 | 97.4 | 100.0 | 61.4 | 61.4 | 64.5 | 63.5 | 64.9 |
Epigenetics | P | 1.3 | 1.6 | 1.6 | 85.7 | 86.0 | 85.7 | 88.1 | 88.1 |
(53) | R | 100.0 | 100.0 | 100.0 | 67.9 | 69.8 | 67.9 | 69.8 | 69.8 |
Pharmacology | P | 9.1 | 10.3 | 10.9 | 65.7 | 66.1 | 66.7 | 63.7 | 67.2 |
(360) | R | 100.0 | 96.1 | 100.0 | 43.1 | 44.7 | 45.0 | 44.4 | 45.3 |
Clinical marker | P | 31.5 | 35.9 | 37.5 | 77.4 | 77.9 | 78.2 | 76.6 | 78.3 |
(1240) | R | 100.0 | 97.8 | 100.0 | 72.3 | 73.2 | 74.0 | 73.6 | 75.4 |