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{
"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"
]
}