From: BioLemmatizer: a lemmatization tool for morphological processing of biomedical text
Simple Events | Â | Â | Â |
---|---|---|---|
 | Recall | Precision | F-score |
BioLemmatizer | 59.21% (656/1108) | 77.82% (656/843) | 67.25% |
morpha | 58.94% (653/1108) | 77.92% (653/838) | 67.11% |
GENIA Tagger | 58.84% (652/1108) | 77.99% (652/836) | 67.08% |
WordNet | 58.84% (652/1108) | 77.90% (652/837) | 67.04% |
MorphAdorner | 58.75% (651/1108) | 77.87% (651/836) | 66.98% |
TreeTagger | 58.30% (646/1108) | 78.21% (646/826) | 66.80% |
Binding Events | Â | Â | Â |
 | Recall | Precision | F-score |
TreeTagger | 24.66% (92/373) | 44.66% (92/206) | 31.78% |
BioLemmatizer | 24.93% (93/373) | 43.46% (93/214) | 31.69% |
morpha | 24.93% (93/373) | 43.46% (93/214) | 31.69% |
GENIA Tagger | 24.93% (93/373) | 43.46% (93/214) | 31.69% |
MorphAdorner | 24.93% (93/373) | 43.46% (93/214) | 31.69% |
WordNet | 23.32% (87/373) | 43.72% (87/199) | 30.42% |
Regulation Events | Â | Â | Â |
 | Recall | Precision | F-score |
BioLemmatizer | 20.26% (357/1762) | 43.17% (357/827) | 27.58% |
morpha | 19.47% (343/1762) | 42.93% (343/799) | 26.79% |
GENIA Tagger | 19.52% (344/1762) | 42.63% (344/807) | 26.78% |
MorphAdorner | 19.47% (343/1762) | 42.56% (343/806) | 26.71% |
WordNet | 19.18% (338/1762) | 42.89% (338/788) | 26.51% |
TreeTagger | 19.01% (335/1762) | 42.41% (335/790) | 26.25% |