{ "lang":"en", "name":"roberta_clinical_ner_1", "version":"0.0.0", "description":"", "author":"", "email":"", "url":"", "license":"", "spacy_version":">=3.7.4,<3.8.0", "spacy_git_version":"bff8725f4", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "transformer":[ ], "ner":[ "ALLERGY_NAME", "CANCER", "CHRONIC_DISEASE", "TREATMENT" ] }, "pipeline":[ "transformer", "ner" ], "components":[ "transformer", "ner" ], "disabled":[ ], "performance":{ "ents_f":0.6670007517, "ents_p":0.6303575657, "ents_r":0.7081670657, "ents_per_type":{ "CHRONIC_DISEASE":{ "p":0.6697024894, "r":0.686372122, "f":0.6779348494 }, "TREATMENT":{ "p":0.5855680156, "r":0.742733457, "f":0.6548527808 }, "CANCER":{ "p":0.688034188, "r":0.7015250545, "f":0.6947141316 }, "ALLERGY_NAME":{ "p":0.6315789474, "r":0.4736842105, "f":0.5413533835 } }, "transformer_loss":10544.7082555334, "ner_loss":18379.8473522314 }, "requirements":[ "spacy-transformers>=1.3.4,<1.4.0" ] }