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Table 8 Performance (in f-score) for the prediction of the labels on document and sentence level

From: Automatic classification of experimental models in biomedical literature to support searching for alternative methods to animal experiments

Labels

documents

sentences

invertebrates

0.91

0.48

in_vivo

0.82

0.41

human

0.74

0.60

organs

0.76

0.33

primary_cells

0.57

0.58

immortal_cell_lines

1.00

0.88

in_silico

0.80

0.89

others

0.73

0.55

All (average)

0.79

0.59

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Journal of Biomedical Semantics

ISSN: 2041-1480