Table 7 Performance of CRF-VSM by event type, sorted by F-score (Freq. = Frequency of the event in test data).
From: Word sense disambiguation for event trigger word detection in biomedicine
Event | Freq. | Prec. | Rec. | F-score |
|---|---|---|---|---|
PROTEIN CATABOLISM | 13 | 100 | 84.6 | 91.7 |
GENE EXPRESSION | 208 | 75.9 | 77.4 | 76.7 |
PHOSPHORYLATION | 34 | 82.8 | 70.6 | 76.2 |
LOCALIZATION | 13 | 72.7 | 61.5 | 66.7 |
BINDING | 119 | 78.7 | 52.9 | 63.3 |
TRANSCRIPTION | 52 | 64.0 | 61.5 | 62.7 |
POSITIVE REGULATION | 263 | 64.9 | 42.2 | 51.2 |
REGULATION | 86 | 51.2 | 25.6 | 34.1 |
NEGATIVE REGULATION | 60 | 50.0 | 23.3 | 31.8 |