Table 4.
Total |
FNa |
FPa |
||||
---|---|---|---|---|---|---|
Error categories | dict-based | TF-baseda | dict-based | TF-based | dict-based | TF-based |
Ambiguous name | 35 | 18 | 34 | 10 | 1 | 8 |
Annotation error | 9 | 2 | 7 | 0 | 2 | 2 |
Dictionary error | 157 | 113 | 44 | |||
Discontinuous entity | 6 | 0 | 6 | 0 | 0 | 0 |
Lower taxonomic level tagged as species | 56 | 0 | 0 | 0 | 56 | 0 |
Upper taxonomic level tagged as species | 17 | 10 | 0 | 0 | 17 | 10 |
Transformer-based model error | 24 | 24 | 0 | |||
Unofficial abbreviation | 12 | 4 | 12 | 4 | 0 | 0 |
Total | 292 | 58 | 172 | 38 | 120 | 20 |
FN, false negative; FP, false positive; dict-based, dictionary-based tagger; TF-based, transformer-based tagger.