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 |