Table 5 Evaluation results of the test dataset.
From: Self-training in significance space of support vectors for imbalanced biomedical event data
Event class | Abstract | Full text | ||||
|---|---|---|---|---|---|---|
| Â | R | P | F | R | P | F |
Gene_expression | 73.68 | 78.68 | 75.78 | 81.43 | 74.51 | 77.82 |
Transcription | 53.28 | 65.18 | 58.63 | 35.14 | 56.52 | 43.33 |
Protein_catabolism | 42.86 | 85.71 | 57.14 | 100.00 | 100.00 | 100.00 |
Phosphorylation | 82.96 | 79.43 | 81.16 | 90.00 | 93.75 | 91.84 |
Localization | 25.86 | 75.00 | 38.46 | 82.35 | 70.00 | 75.68 |
SVT-TOTAL | 64.97 | 76.65 | 70.33 | 78.18 | 75.63 | 76.88 |
Binding | 45.24 | 49.84 | 47.43 | 37.50 | 31.58 | 34.29 |
EVT-TOTAL | 60.50 | 70.24 | 65.00 | 67.11 | 62.39 | 64.66 |
Regulation | 29.55 | 41.95 | 34.68 | 27.66 | 34.21 | 30.59 |
Pos_regulation | 42.12 | 50.49 | 45.92 | 38.04 | 48.61 | 42.68 |
Neg_regulation | 44.33 | 48.98 | 46.54 | 31.25 | 40.54 | 35.29 |
REG-TOTAL | 40.41 | 48.83 | 44.22 | 34.99 | 44.69 | 39.25 |
ALL-TOTAL | 50.06 | 59.33 | 54.30 | 48.31 | 53.43 | 50.74 |