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 |