Table 6 Performance by experimental method, for all methods where f(train) > 20
From: Detection of interaction articles and experimental methods in biomedical literature
| Â | Frequencies | Full Output | Thresholded | ||||
|---|---|---|---|---|---|---|---|
| Â | f(train) | f(develop) | f(test) | P | R | P | R |
ALL | 4348 | 1379 | 527 | 4.38% | 92.22% | 15.70% | 80.46% |
MI:0006 | 736 | 246 | 60 | 27.03% | 100% | 27.03% | 100% |
MI:0007 | 728 | 212 | 66 | 29.73% | 100% | 29.73% | 100% |
MI:0096 | 438 | 198 | 98 | 44.14% | 100% | 44.14% | 100% |
MI:0018 | 403 | 85 | 30 | 13.51% | 100% | 13.51% | 100% |
MI:0114 | 223 | 50 | 13 | 5.86% | 100% | 6.25% | 100% |
MI:0416 | 172 | 83 | 61 | 27.48% | 100% | 27.59% | 91.80% |
MI:0071 | 180 | 35 | 13 | 5.86% | 100% | 6.84% | 100% |
MI:0424 | 416 | 44 | 15 | 6.76% | 100% | 7.41% | 93.33% |
MI:0107 | 82 | 19 | 19 | 8.80% | 100% | 23.68% | 94.74% |
MI:0663 | 68 | 35 | 2 | 0.93% | 100% | 0% | 0% |
MI:0065 | 61 | 16 | 6 | 2.45% | 83.33% | 0% | 0% |
MI:0077 | 58 | 11 | 7 | 3.33% | 100% | 20.69% | 85.71% |
MI:0028 | 51 | 9 | 1 | 0.47% | 100% | 0% | 0% |
MI:0030 | 46 | 20 | 2 | 0.98% | 100% | 0% | 0% |
MI:0676 | 45 | 15 | 8 | 3.69% | 100% | 16.67% | 100% |
MI:0055 | 45 | 9 | 11 | 5.31% | 100% | 32.14% | 81.81% |
MI:0809 | 41 | 14 | 0 | Â | Â | Â | Â |
MI:0415 | 40 | 22 | 2 | 1.04% | 100% | 0% | 0% |
MI:0004 | 35 | 9 | 6 | 3.03% | 100% | 0% | 0% |
MI:0029 | 34 | 11 | 6 | 3.16% | 100% | 0% | 0% |
MI:0040 | 31 | 9 | 0 | Â | Â | Â | Â |
MI:0404 | 30 | 12 | 1 | 0.49% | 100% | 0% | 0% |
MI:0051 | 29 | 9 | 2 | 1.10% | 100% | 0% | 0% |
MI:0017 | 29 | 7 | 0 | Â | Â | Â | Â |
MI:0808 | 28 | 3 | 1 | 0.48% | 100% | 0% | 0% |
MI:0047 | 28 | 12 | 5 | 2.50% | 100% | 0% | 0% |
MI:0405 | 27 | 4 | 7 | 3.55% | 85.71% | 0% | 0% |
MI:0049 | 27 | 13 | 1 | 0.47% | 100% | 0% | 0% |
MI:0019 | 24 | 3 | 51 | 37.25% | 100% | 0% | 0% |
MI:0410 | 23 | 0 | 0 | Â | Â | Â | Â |
MI:0413 | 21 | 13 | 0 | Â | Â | Â | Â |