| { |
| "lang":"en", |
| "name":"core_med7_trf", |
| "version":"3.4.2.1", |
| "description":"", |
| "author":"Andrey Kormilitzin", |
| "email":"kormilitzin@gmail.com", |
| "url":"https://www.kormilitzin.com/", |
| "license":"MIT", |
| "spacy_version":">=3.4.2,<3.5.0", |
| "spacy_git_version":"Unknown", |
| "vectors":{ |
| "width":300, |
| "vectors":514157, |
| "keys":514157, |
| "name":"en_vectors" |
| }, |
| "labels":{ |
| "transformer":[ |
|
|
| ], |
| "ner":[ |
| "DOSAGE", |
| "DRUG", |
| "DURATION", |
| "FORM", |
| "FREQUENCY", |
| "ROUTE", |
| "STRENGTH" |
| ] |
| }, |
| "pipeline":[ |
| "transformer", |
| "ner" |
| ], |
| "components":[ |
| "transformer", |
| "ner" |
| ], |
| "disabled":[ |
|
|
| ], |
| "performance":{ |
| "ents_f":0.9032835821, |
| "ents_p":0.8822157434, |
| "ents_r":0.925382263, |
| "ents_per_type":{ |
| "DRUG":{ |
| "p":0.8804185351, |
| "r":0.9349206349, |
| "f":0.9068514242 |
| }, |
| "ROUTE":{ |
| "p":0.9444444444, |
| "r":0.9739583333, |
| "f":0.958974359 |
| }, |
| "STRENGTH":{ |
| "p":0.9190283401, |
| "r":0.9380165289, |
| "f":0.9284253579 |
| }, |
| "FREQUENCY":{ |
| "p":0.7512437811, |
| "r":0.7947368421, |
| "f":0.7723785166 |
| }, |
| "FORM":{ |
| "p":0.9449541284, |
| "r":0.9493087558, |
| "f":0.9471264368 |
| }, |
| "DOSAGE":{ |
| "p":0.872611465, |
| "r":0.958041958, |
| "f":0.9133333333 |
| }, |
| "DURATION":{ |
| "p":0.64, |
| "r":0.7619047619, |
| "f":0.6956521739 |
| } |
| }, |
| "transformer_loss":25026.2706476041, |
| "ner_loss":1145.767683525 |
| }, |
| "requirements":[ |
| "spacy-transformers>=1.1.6,<1.2.0" |
| ] |
| } |
