| { | |
| "lang":"en", | |
| "name":"core_med7_lg", | |
| "version":"3.1.3.1", | |
| "description":"", | |
| "author":"Andrey Kormilitzin", | |
| "email":"kormilitzin@gmail.com", | |
| "url":"kormilitzin.com", | |
| "license":"MIT", | |
| "spacy_version":">=3.1.4,<3.2.0", | |
| "spacy_git_version":"8bda39f08", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":684830, | |
| "keys":684830, | |
| "name":"en_vectors" | |
| }, | |
| "labels":{ | |
| "tok2vec":[ | |
| ], | |
| "ner":[ | |
| "DOSAGE", | |
| "DRUG", | |
| "DURATION", | |
| "FORM", | |
| "FREQUENCY", | |
| "ROUTE", | |
| "STRENGTH" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "tok2vec", | |
| "ner" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.8809425949, | |
| "ents_p":0.8778156997, | |
| "ents_r":0.8840918466, | |
| "ents_per_type":{ | |
| "DRUG":{ | |
| "p":0.8897203623, | |
| "r":0.8855350843, | |
| "f":0.8876227898 | |
| }, | |
| "DOSAGE":{ | |
| "p":0.8563134978, | |
| "r":0.8885542169, | |
| "f":0.8721359941 | |
| }, | |
| "STRENGTH":{ | |
| "p":0.9299065421, | |
| "r":0.9307764266, | |
| "f":0.930341281 | |
| }, | |
| "DURATION":{ | |
| "p":0.6741573034, | |
| "r":0.625, | |
| "f":0.6486486486 | |
| }, | |
| "FORM":{ | |
| "p":0.9318637275, | |
| "r":0.8635097493, | |
| "f":0.8963855422 | |
| }, | |
| "FREQUENCY":{ | |
| "p":0.7181544634, | |
| "r":0.8211009174, | |
| "f":0.7661851257 | |
| }, | |
| "ROUTE":{ | |
| "p":0.9331919406, | |
| "r":0.9322033898, | |
| "f":0.9326974033 | |
| } | |
| }, | |
| "tok2vec_loss":1156.4809109417, | |
| "ner_loss":2790.6977062746 | |
| }, | |
| "requirements":[ | |
| ] | |
| } |