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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%