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% |