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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
  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
  1. P: Precision, R: Recall, F: F-measure.
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