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Table 2 Results for CEM task.

From: tmChem: a high performance approach for chemical named entity recognition and normalization

Setup

Internal Evaluation Set

Official Test Set

 

P

R

F

P

R

F

Model 1

0.8773

0.8758

0.8766

0.8595

0.8721

0.8657

Model 2

0.8781

0.8634

0.8707

0.8909

0.8575

0.8739

Naïve combination

0.8323

0.9290

0.8780

0.8192

0.9209

0.8671

Heuristic combination

0.8659

0.9002

0.8827

0.8516

0.8906

0.8706

High recall combination

0.7651

0.9290

0.8391

0.7672

0.9212

0.8372

  1. Results for the CEM task for each experimental setup on our internal evaluation set and the official test set, as measured by micro-averaged precision (P), recall (R) and f-measure (F). The highest value is shown in bold.
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Journal of Cheminformatics

ISSN: 1758-2946

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