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Table 6 Performance by experimental method, for all methods where f(train) > 20

From: Detection of interaction articles and experimental methods in biomedical literature

  Frequencies Full Output Thresholded
  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     
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     
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     
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     
MI:0413 21 13 0