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Table 4 Performance measurement of different system settings on the GRN development set.

From: Application of the EVEX resource to event extraction and network construction: Shared Task entry and result analysis

Method

Dataset

SER

F

Rel. P

Rel. R

Rel. F

Rel. SER

TC, ETF

GRN PMIDs

1.00

11.90%

70.59%

17.91%

28.57%

0.896

Hybrid

GRN PMIDs

0.985

5.19%

90.00%

13.43%

23.38%

0.881

ML-full

GRN PMIDs

1.12

2.27%

57.14%

17.91%

27.27%

0.955

  1. For the original rule-based system, only the best setting is included here (cf. Table 3). 'Hybrid' refers to the hybrid ML system with rule-based ETF, and ML-full refers to the classifier with the full feature set.
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BMC Bioinformatics

ISSN: 1471-2105

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