tags	language	model-index	widget
spacy token-classification	en	name results en_spacy_pii_fast task metrics name type NER token-classification name type value NER Precision precision 0.8682266815 name type value NER Recall recall 0.8475264792 name type value NER F Score f_score 0.8577517086	text SELECT shipping FROM users WHERE shipping = '201 Thayer St Providence RI 02912'

Feature	Description
Name	en_spacy_pii_fast
Version	0.0.0
spaCy	>=3.4.1,<3.5.0
Default Pipeline	tok2vec, ner
Components	tok2vec, ner
Vectors	0 keys, 0 unique vectors (0 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	85.78
ENTS_P	86.82
ENTS_R	84.75
TOK2VEC_LOSS	83709.83
NER_LOSS	147916.24