Table 1.
Corpus | System | Precision | Recall | F-score |
---|---|---|---|---|
GENIA-MK | ML only | 0.79 | 0.67 | 0.72 |
Rules only | 0.81 | 0.52 | 0.63 | |
ML + Rules | 0.76 | 0.77 | 0.77 | |
ML + Rule features | 0.94 | 0.83 | 0.88 | |
BioNLP-ST | ML only | 0.82 | 0.64 | 0.73 |
Rules only | 0.42 | 1.0 | 0.59 | |
ML + Rules | 0.35 | 0.77 | 0.48 | |
ML + Rule features | 0.87 | 0.68 | 0.76 |
Values in bold indicate best performance obtained for each corpus.