Skip to main content
. Author manuscript; available in PMC: 2018 Nov 1.
Published in final edited form as: J Biomed Inform. 2017 Jun 7;75 Suppl:S19–S27. doi: 10.1016/j.jbi.2017.06.006

Table 9.

Ablation test for additional features of hybrid system. Statistically significant performance decrease over using all features is marked with *.

Precision Recall F1-measure ΔF
All 93.22 87.16 90.09
- open domain word embeddings 93.51 86.23 89.72* −0.37
- attribute name 92.98 86.89 89.83* −0.26
- token shape n-gram 93.05 86.65 89.73* −0.36