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. 2017 Jul 24;33(23):3784–3792. doi: 10.1093/bioinformatics/btx466

Table 1.

Comparative evaluation on GENIA-MK and BioNLP-ST corpora

Corpus System Precision Recall F-score
GENIA-MK ML only 0.79 0.67 0.72
Rules only 0.81 0.52 0.63
ML + Rules 0.76 0.77 0.77
ML + Rule features 0.94 0.83 0.88
BioNLP-ST ML only 0.82 0.64 0.73
Rules only 0.42 1.0 0.59
ML + Rules 0.35 0.77 0.48
ML + Rule features 0.87 0.68 0.76

Values in bold indicate best performance obtained for each corpus.