Table 7 Performance of various semi-supervised classifiers in identifying trigger spans.
From: Semi-supervised learning of causal relations in biomedical scientific discourse
| Classifier | P | R | F1 |
|---|---|---|---|
| Mihăilă et al. [38] | 89.00% | 74.00% | 79.00% |
| CRF | 86.34% | 80.56% | 83.35% |
| SVM | 82.45% | 66.21% | 73.44% |
| Random Forest | 83.98% | 66.10% | 73.97% |