Feature | Description |
---|---|
Name | en_pipeline |
Version | 0.0.0 |
spaCy | >=3.7.3,<3.8.0 |
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 (17 labels for 1 components)
Component | Labels |
---|---|
ner |
Degree , Desc Responsibility , Edu Desc , Edu End Date , Edu Start Date , Email , Employer Names , Institution , Links , Location , Name , Phone , Position , Skills , Work End Date , Work Location , Work Start Date |
Accuracy
Type | Score |
---|---|
ENTS_F |
83.33 |
ENTS_P |
81.16 |
ENTS_R |
85.63 |
TRANSFORMER_LOSS |
39026.84 |
NER_LOSS |
1290990.48 |
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Evaluation results
- NER Precisionself-reported0.812
- NER Recallself-reported0.856
- NER F Scoreself-reported0.833