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Table 4 The effect of the post-processing procedures on overall system performance.

From: BioCreAtIvE Task1A: entity identification with a stochastic tagger

CV Average

All PP

No PP

No rule

No abbreviation

No lexicon

Precision

82.0%

68.0%

74.2%

81.0%

73.1%

Recall

81.1%

76.6%

80.1%

79.8%

79.8%

F-mesure

81.6%

72.0%

77.0%

80.4%

76.3%

Delta-F

base

-9.5%

-4.5%

-1.2%

-5.2%

  1. This table shows the effects of each post-processing procedures in comparison with the all post-processing results. For example, No rule column shows the results without rule-based post-processing, that shows 4.5% lower score than All Post-processing in F-measure.