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Table 10 Performance of various semi-supervised classifiers in identifying argument roles.

From: Semi-supervised learning of causal relations in biomedical scientific discourse

Classifier P R F1
Mihăilă et al. [38] 85.25% 83.55% 84.35%
Naïve Bayes 70.45% 80.05% 74.94%
SVM 82.50% 80.05% 81.25%
JRip 84.65% 80.90% 82.73%
J48 83.10% 79.20% 81.10%
RandFor 79.85% 74.20% 76.92%
Vote 84.55% 83.05% 83.79%