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Table 8 Feature-level Integration

From: Exploiting and integrating rich features for biological literature classification

Feature

Precision

Recall

F-Score

AUC

String

0.7044

0.8960

0.7887

0.8416

String + Entity

0.7360

0.8773

0.8004

0.8479

String + Template

0.7416

0.8880

0.8082

0.8372

String + Entity + Template

0.7584

0.8373

0.7959

0.8507

  1. (Normalize each part of the features and unify them into new feature vectors)