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| Feature | Description |
|---|---|
| Name | en_spacy_pii |
| Version | 0.0.0 |
| spaCy | >=3.4.1,<3.5.0 |
| Default Pipeline | tok2vec, ner |
| Components | tok2vec, ner |
| Vectors | 514157 keys, 514157 unique vectors (300 dimensions) |
| Sources | Trained on a new dataset for structured PII generated by Privy. For more details, see this blog post |
| License | MIT |
| Author | Benjamin Kilimnik |
| Component | Labels |
|---|---|
ner | DATE_TIME, LOC, NRP, ORG, PER |
| Type | Score |
|---|---|
ENTS_F | 89.47 |
ENTS_P | 91.00 |
ENTS_R | 87.99 |
TOK2VEC_LOSS | 82522.55 |
NER_LOSS | 106026.29 |