Feature | Description |
---|---|
Name | en_pipeline |
Version | 0.0.0 |
spaCy | >=3.7.4,<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 (18 labels for 1 components)
Component | Labels |
---|---|
ner |
AGREE , ALLERGY , ANTIBIOTIC , BETA-BLOCKERS , BLOOD LOSS , CONSENT , DURATION , FIRE RISK , GREETING , MEDICAL_PROCEDURE , MEDICAL_ROLE , MEDS/EQUIPMENT , MRN , NAME , POSITION , RADIOLOGY , READY , SITES |
Accuracy
Type | Score |
---|---|
ENTS_F |
68.09 |
ENTS_P |
69.57 |
ENTS_R |
66.67 |
TRANSFORMER_LOSS |
0.00 |
NER_LOSS |
0.00 |
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Evaluation results
- NER Precisionself-reported0.696
- NER Recallself-reported0.667
- NER F Scoreself-reported0.681