beki/en_spacy_pii_lg

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

Label Scheme

View label scheme (5 labels for 1 components)

Component	Labels
ner	DATE_TIME, LOC, NRP, ORG, PER

Accuracy

Type	Score
ENTS_F	89.47
ENTS_P	91.00
ENTS_R	87.99
TOK2VEC_LOSS	82522.55
NER_LOSS	106026.29