| { | |
| "lang":"de", | |
| "name":"GPTNERMED_GermanMedBERT", | |
| "version":"1.0.0", | |
| "description":"GermanMedBERT-based model of the GPTNERMED German NER model for medical entities.", | |
| "author":"Johann Frei", | |
| "email":"johann.frei@informatik.uni-augsburg.de", | |
| "url":"https://github.com/frankkramer-lab/GPTNERMED", | |
| "license":"", | |
| "spacy_version":">=3.4.1,<3.5.0", | |
| "spacy_git_version":"Unknown", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "ner":[ | |
| "Diagnose", | |
| "Dosis", | |
| "Medikation" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.908036098, | |
| "ents_p":0.9186956522, | |
| "ents_r":0.8976210705, | |
| "ents_per_type":{ | |
| "Medikation":{ | |
| "p":0.9536842105, | |
| "r":0.9292307692, | |
| "f":0.9412987013 | |
| }, | |
| "Dosis":{ | |
| "p":0.9327731092, | |
| "r":0.8939597315, | |
| "f":0.9129540781 | |
| }, | |
| "Diagnose":{ | |
| "p":0.8506289308, | |
| "r":0.8533123028, | |
| "f":0.8519685039 | |
| } | |
| }, | |
| "transformer_loss":64.4418626536, | |
| "ner_loss":237.7637100321 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.1.9,<1.2.0" | |
| ] | |
| } |