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Table 9 Performance of various semi-supervised classifiers in identifying dependent (DA) and independent (IA) argument spans.

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

Classifier

P

R

F1

Mihăilă et al. [38]

74.18%

88.98%

80.91%

CRF

84.52%

79.58%

81.98%

SVM

75.85%

77.95%

76.89%

Random Forest

76.95%

76.50%

76.72%

Naïve Bayes

63.30%

67.35%

65.26%