| Feature | Description |
|---|---|
| Name | en_Disease_A_Z_Spacy |
| Version | 0.0.0 |
| spaCy | >=3.5.0,<3.6.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | cc-by-4.0 |
| Author | Md Ataur Rahman |
Label Scheme
View label scheme (11 labels for 1 components)
| Component | Labels |
|---|---|
ner |
Anatomy_E, Cause_E, Complication_E, Composition_E, Diagnosis_E, Disease_E, Medicine_E, Precaution_E, Riskfactor_E, Surgery_E, Symptom_E |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
64.17 |
ENTS_P |
63.52 |
ENTS_R |
64.83 |
TRANSFORMER_LOSS |
1668093.31 |
NER_LOSS |
1753164.48 |
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Evaluation results
- NER Precisionself-reported0.635
- NER Recallself-reported0.648
- NER F Scoreself-reported0.642