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metadata
tags:
  - spacy
  - token-classification
language:
  - en
model-index:
  - name: en_spacy_pii_distilbert
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.9530385872
          - name: NER Recall
            type: recall
            value: 0.9554103008
          - name: NER F Score
            type: f_score
            value: 0.9542229703
widget:
  - text: >-
      SELECT shipping FROM users WHERE shipping = '201 Thayer St Providence RI
      02912'
Feature Description
Name en_spacy_pii_distilbert
Version 0.0.0
spaCy >=3.4.1,<3.5.0
Default Pipeline transformer, ner
Components transformer, ner
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources n/a
License n/a
Author n/a

Label Scheme

View label scheme (5 labels for 1 components)
Component Labels
ner DATE_TIME, LOC, NRP, ORG, PER

Accuracy

Type Score
ENTS_F 95.42
ENTS_P 95.30
ENTS_R 95.54
TRANSFORMER_LOSS 61154.85
NER_LOSS 56001.88