| { | |
| "lang":"en", | |
| "name":"biobert_ner_symptom", | |
| "version":"1.0.0", | |
| "description":"BioBERT based NER model for medical symptoms", | |
| "author":"Sena Chae, Pratik Maitra, Padmini Srinivasan", | |
| "email":"sena-chae@uiowa.edu , pmaitra@iastate.edu , padmini-srinivasan@uiowa.edu ", | |
| "url":"", | |
| "license":"MIT", | |
| "spacy_version":">=3.5.1,<3.6.0", | |
| "spacy_git_version":"Unknown", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "ner":[ | |
| "SYMPTOMS" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.9995527061, | |
| "ents_p":0.9997017596, | |
| "ents_r":0.9994036971, | |
| "ents_per_type":{ | |
| "SYMPTOMS":{ | |
| "p":0.9997017596, | |
| "r":0.9994036971, | |
| "f":0.9995527061 | |
| } | |
| }, | |
| "transformer_loss":204.5682744511, | |
| "ner_loss":389.2005636985 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.2.5,<1.3.0" | |
| ] | |
| } |