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Table 7 Overall results

From: Automating curation using a natural language processing pipeline

System

Fivefold cross-validation

Test

 

AUC

Precision

Recall

F1

Accuracy

AUC

Precision

Recall

F1

Accuracy

Baseline

0.9757

0.9452

0.9420

0.9436

0.9276

0.8188

0.6898

0.8480

0.7608

0.7333

Bag-of-NLP

0.9777

0.9550

0.9474

0.9512

0.9374

0.8483

0.6994

0.8747

0.7773

0.7493

  1. AUC, area under the curve; NLP, natural language processing.
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Genome Biology

ISSN: 1474-760X

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