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Table 8 Performance of various semi-supervised algorithms in classifying triggers as SS or DS.

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

Classifier P R F1
Mihăilă et al. [38] 94.75% 94.60% 94.65%
Naïve Bayes 93.56% 96.42% 94.97%
SVM 93.50% 94.44% 93.97%
JRip 91.99% 91.57% 91.78%
J48 93.94% 93.00% 93.47%
RandFor 92.65% 90.04% 91.32%
Vote 93.97% 93.97% 93.97%