|
{ |
|
"lang":"en", |
|
"name":"core_med7_trf", |
|
"version":"3.1.3.1", |
|
"description":"", |
|
"author":"Andrey Kormilitzin", |
|
"email":"[email protected]", |
|
"url":"kormilitzin.com", |
|
"license":"MIT", |
|
"spacy_version":">=3.1.4,<3.2.0", |
|
"spacy_git_version":"8bda39f08", |
|
"vectors":{ |
|
"width":0, |
|
"vectors":0, |
|
"keys":0, |
|
"name":null |
|
}, |
|
"labels":{ |
|
"transformer":[ |
|
|
|
], |
|
"ner":[ |
|
"DOSAGE", |
|
"DRUG", |
|
"DURATION", |
|
"FORM", |
|
"FREQUENCY", |
|
"ROUTE", |
|
"STRENGTH" |
|
] |
|
}, |
|
"pipeline":[ |
|
"transformer", |
|
"ner" |
|
], |
|
"components":[ |
|
"transformer", |
|
"ner" |
|
], |
|
"disabled":[ |
|
|
|
], |
|
"performance":{ |
|
"ents_f":0.8976388699, |
|
"ents_p":0.8910716705, |
|
"ents_r":0.9043035886, |
|
"ents_per_type":{ |
|
"DRUG":{ |
|
"p":0.8898463844, |
|
"r":0.9310074481, |
|
"f":0.9099616858 |
|
}, |
|
"DOSAGE":{ |
|
"p":0.8890554723, |
|
"r":0.8930722892, |
|
"f":0.8910593539 |
|
}, |
|
"STRENGTH":{ |
|
"p":0.9363057325, |
|
"r":0.9625818522, |
|
"f":0.9492619926 |
|
}, |
|
"FREQUENCY":{ |
|
"p":0.7804597701, |
|
"r":0.7786697248, |
|
"f":0.7795637199 |
|
}, |
|
"FORM":{ |
|
"p":0.9034676664, |
|
"r":0.8950789229, |
|
"f":0.8992537313 |
|
}, |
|
"ROUTE":{ |
|
"p":0.949945593, |
|
"r":0.9247881356, |
|
"f":0.9371980676 |
|
}, |
|
"DURATION":{ |
|
"p":0.7111111111, |
|
"r":0.6666666667, |
|
"f":0.688172043 |
|
} |
|
}, |
|
"transformer_loss":2096.0609702383, |
|
"ner_loss":8748.9384091962 |
|
}, |
|
"requirements":[ |
|
"spacy-transformers>=1.1.2,<1.2.0" |
|
] |
|
} |