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Table 3 Evaluation at the level of concept recognition

From: OGER++: hybrid multi-type entity recognition

Entity type

Precision

Recall

F1

OG

OG + Dist

OG + Joint

OG

OG + Dist

OG + Joint

OG

OG + Dist

OG \(+\) Joint

All

0.32

0.51

0.650

0.52

0.49

0.503

0.40

0.50

0.567

Chemicals

0.28

0.59

0.601

0.61

0.57

0.568

0.39

0.58

0.584

Cells

0.88

0.87

0.878

0.72

0.66

0.713

0.79

0.75

0.787

BPMFs

0.35

0.72

0.634

0.19

0.17

0.178

0.25

0.27

0.278

Cellular components

0.49

0.87

0.930

0.59

0.56

0.581

0.54

0.68

0.716

Organisms

0.16

0.49

0.486

0.71

0.70

0.709

0.26

0.58

0.577

Proteins

0.45

0.84

0.788

0.83

0.74

0.799

0.59

0.79

0.794

Sequences

0.27

0.59

0.561

0.53

0.51

0.516

0.36

0.54

0.537