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Table 2 Performance in the GN task

From: Automating curation using a natural language processing pipeline

Run

Method

Heldout

Test

  

Precision

Recall

F1

Precision

Recall

F1

1

ML filter 1

0.681

0.561

0.612

0.767

0.601

0.674

2

ML filter 2

0.674

0.561

0.615

0.767

0.606

0.677

3

Heuristics filter

0.531

0.605

0.566

0.597

0.782

0.677

  1. GN, gene normalization; ML, machine learning.