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. 2016 Apr 14;17:163. doi: 10.1186/s12859-016-1009-6

Table 5.

Ablation study results

Removed component Precision Recall F1 score
Anaphoricity filter 53.4 58.1 55.6
Taxonomy constraint 55.1 13.6 21.8
Headword constraint 65.5 52.1 58.0
Shared Headword constraint 64.7 54.5 59.1
Number constraint 57.7 50.8 54.0
Set-membership processing 46.6 21.6 29.5