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{
"lang":"de",
"name":"GERNERMEDpp_GermanBERT",
"version":"1.0.0",
"description":"GottBERT-based model of the GERNERMED++ German NER model for medical entities.",
"author":"Johann Frei",
"email":"johann.frei@informatik.uni-augsburg.de",
"url":"https://github.com/frankkramer-lab/GERNERMED-pp",
"license":"",
"spacy_version":">=3.2.3,<3.3.0",
"spacy_git_version":"99425de36",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"ner":[
"Dosage",
"Drug",
"Duration",
"Form",
"Frequency",
"Strength"
]
},
"pipeline":[
"transformer",
"ner"
],
"components":[
"transformer",
"ner"
],
"disabled":[
],
"performance":{
"ents_f":0.9087085216,
"ents_p":0.9088501091,
"ents_r":0.9085669782,
"ents_per_type":{
"Drug":{
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"r":0.9450381679,
"f":0.9459407832
},
"Strength":{
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"r":0.9475164011,
"f":0.9145183175
},
"Form":{
"p":0.9243614931,
"r":0.9289239882,
"f":0.9266371246
},
"Dosage":{
"p":0.9090909091,
"r":0.8995502249,
"f":0.9042954032
},
"Frequency":{
"p":0.8346727899,
"r":0.7709437964,
"f":0.8015435502
},
"Duration":{
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"r":0.7090909091,
"f":0.7090909091
}
},
"transformer_loss":1936.0080456654,
"ner_loss":2554.1670563572
},
"requirements":[
"spacy-transformers>=1.1.5,<1.2.0"
]
}