| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.7.6,<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 (10 labels for 1 components)
| Component | Labels |
|---|---|
ner |
DEGREE, EDUCATION, EMAIL, JOB TITLE, LOCATION, LOCATION , NAME, ORGANIZATION, PROJECT, SKILLS |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
84.59 |
ENTS_P |
78.98 |
ENTS_R |
91.06 |
TRANSFORMER_LOSS |
109313.44 |
NER_LOSS |
231959.32 |
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Evaluation results
- NER Precisionself-reported0.790
- NER Recallself-reported0.911
- NER F Scoreself-reported0.846