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
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Evaluation results