| Feature | Description |
|---|---|
| Name | en_t3_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.7.2,<3.8.0 |
| Default Pipeline | tok2vec, ner |
| Components | tok2vec, 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 |
Other, allergy_name, cancer, chronic_disease, treatment |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
98.41 |
ENTS_P |
98.75 |
ENTS_R |
98.07 |
TOK2VEC_LOSS |
451815.61 |
NER_LOSS |
410672.92 |
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Evaluation results
- NER Precisionself-reported0.988
- NER Recallself-reported0.981
- NER F Scoreself-reported0.984