| 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