metadata
tags:
- spacy
- token-classification
language:
- de
widget:
- text: >-
Zur weiteren Bekämpfung der Symptomatik wird die Einnahme von täglich
100mg Cortison als Tablette empfohlen.
model-index:
- name: de_GERNERMEDpp_GermanBERT
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.9088501091
- name: NER Recall
type: recall
value: 0.9085669782
- name: NER F Score
type: f_score
value: 0.9087085216
pipeline_tag: token-classification
pretty_name: GERNERMED++ (GermanBERT-based)
GottBERT-based model of the GERNERMED++ German NER model for medical entities.
| Feature | Description |
|---|---|
| Name | de_GERNERMEDpp_GermanBERT |
| Version | 1.0.0 |
| spaCy | >=3.2.3,<3.3.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | Johann Frei |
Label Scheme
View label scheme (6 labels for 1 components)
| Component | Labels |
|---|---|
ner |
Dosage, Drug, Duration, Form, Frequency, Strength |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
90.87 |
ENTS_P |
90.89 |
ENTS_R |
90.86 |
TRANSFORMER_LOSS |
193600.80 |
NER_LOSS |
255416.71 |