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Table 11 Deficiencies of sample selection methods against the BioCreative and CoNLL datasets

From: Active learning for ontological event extraction incorporating named entity recognition and unknown word handling

Method

BioCreative

CoNLL

RS_Average

1

1

AL(Entropy)

1.171

0.737

AL(GibbsError)

1.045

0.885

AL(ConventionalCommittee)

0.684

0.763

AL(Informativity)

0.514

0.575