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Table 12 Average FPs and FNs (±standard deviation) per entity type (test set)

From: A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine

 

SequenceLabeler

Flair

 

FPs

FNs

FPs

FNs

ANAT

112.20 (±34.74)

136.70 (±14.15)

80.20 (±9.34)

119.30 (±3.92)

CHEM

216.00 (±48.05)

267.00 (±28.87)

222.80 (±11.67)

198.80 (±5.37)

DISO

459.80 (±91.15)

494.50 (±122.08)

380.30 (±9.48)

369.70 (±7.06)

PROC

690.50 (±138.92)

648.40 (±34.86)

692.80 (±15.45)

610.40 (±12.45)