Feature | Description |
---|---|
Name | en_pipeline |
Version | 0.0.0 |
spaCy | >=3.7.4,<3.8.0 |
Default Pipeline | tok2vec , ner |
Components | tok2vec , ner |
Vectors | 514157 keys, 514157 unique vectors (300 dimensions) |
Sources | n/a |
License | n/a |
Author | n/a |
Label Scheme
View label scheme (19 labels for 1 components)
Component | Labels |
---|---|
ner |
Act , Address , Court , EffectiveDate , PII_Ref , Parties , Percentage , Price , Principal , Ratio , Regulation , RenewalTerm , Rent , RevolvingCredit , Role , Salary , Shares , TerminationDate , Title |
Accuracy
Type | Score |
---|---|
ENTS_F |
88.57 |
ENTS_P |
87.19 |
ENTS_R |
89.99 |
TOK2VEC_LOSS |
77252.72 |
NER_LOSS |
131420.51 |
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Evaluation results
- NER Precisionself-reported0.872
- NER Recallself-reported0.900
- NER F Scoreself-reported0.886