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Table 6 Performance changes on the ACT development set by varying feature types.

From: Classifying protein-protein interaction articles using word and syntactic features

Used Features Avg Prec Precision Recall F1 score
Baseline 0.7073 0.6403 0.6290 0.6346
–Gene Anonymization 0.7017 0.6166 0.6320 0.6242
–Multi-words 0.7035 0.6358 0.6349 0.6354
–Sub-strings 0.7019 0.6329 0.6320 0.6324
–MeSH Terms 0.7009 0.6410 0.6334 0.6372
Baseline+Higher Order 0.7077 0.6311 0.6496 0.6402
  1. The baseline performance is the result obtained from our system pipeline with the same setting used for Run 4. A row shows the evaluation results when a specific feature type is not used for the experiment. However, the last row is the performance results when higher-order features are applied.