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021311a
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_GottBERT
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.9240268876
          - name: NER Recall
            type: recall
            value: 0.9207165109
          - name: NER F Score
            type: f_score
            value: 0.922368729
pipeline_tag: token-classification
pretty_name: GERNERMED++ (GottBERT-based)

GermanBERT-based model of the GERNERMED++ German NER model for medical entities.

Feature Description
Name de_GERNERMEDpp_GottBERT
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 92.24
ENTS_P 92.40
ENTS_R 92.07
TRANSFORMER_LOSS 353176.15
NER_LOSS 525846.32