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