|
{ |
|
"lang":"en", |
|
"name":"BiomedNER_EuropePMC", |
|
"version":"1.0.0", |
|
"description":"Bio Named Entity Recognition using BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext", |
|
"author":"Santosh Tirunagari", |
|
"email":"tsantosh7@gmail.com", |
|
"url":"https://europepmc.org/", |
|
"license":"", |
|
"spacy_version":">=3.2.4,<3.3.0", |
|
"spacy_git_version":"b50fe5ec6", |
|
"vectors":{ |
|
"width":0, |
|
"vectors":0, |
|
"keys":0, |
|
"name":null |
|
}, |
|
"labels":{ |
|
"transformer":[ |
|
|
|
], |
|
"ner":[ |
|
"CD", |
|
"DS", |
|
"GP", |
|
"OG" |
|
] |
|
}, |
|
"pipeline":[ |
|
"transformer", |
|
"ner" |
|
], |
|
"components":[ |
|
"transformer", |
|
"ner" |
|
], |
|
"disabled":[ |
|
|
|
], |
|
"performance":{ |
|
"ents_f":0.8882175227, |
|
"ents_p":0.871384947, |
|
"ents_r":0.9057132188, |
|
"ents_per_type":{ |
|
"DS":{ |
|
"p":0.873221216, |
|
"r":0.8494127517, |
|
"f":0.8611524559 |
|
}, |
|
"CD":{ |
|
"p":0.8980716253, |
|
"r":0.9080779944, |
|
"f":0.9030470914 |
|
}, |
|
"GP":{ |
|
"p":0.8360271726, |
|
"r":0.908373632, |
|
"f":0.8707001708 |
|
}, |
|
"OG":{ |
|
"p":0.9062702004, |
|
"r":0.9463381708, |
|
"f":0.9258708932 |
|
} |
|
}, |
|
"transformer_loss":922.9180910581, |
|
"ner_loss":1097.5502712241 |
|
}, |
|
"requirements":[ |
|
"spacy-transformers>=1.1.5,<1.2.0" |
|
] |
|
} |