Table 9

Classifier-level Integration. Integration on length-fixed string feature, entity feature and template feature

Feature

Precision

Recall

F-Score

AUC


Unigram + Bigram

0.7015

0.8213

0.7567

0.8036

Output based Integration

0.7248

0.8853

0.7971

0.8539

AdaBoost

0.7995

0.8933

0.8438

0.8746


(Normalize the output of each classifier and unify them into new feature vectors)

Wang et al. BMC Bioinformatics 2008 9(Suppl 3):S4   doi:10.1186/1471-2105-9-S3-S4

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