en_core_med7_trf / meta.json
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Update spaCy pipeline
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{
"lang":"en",
"name":"core_med7_trf",
"version":"3.4.2.1",
"description":"",
"author":"Andrey Kormilitzin",
"email":"kormilitzin@gmail.com",
"url":"https://www.kormilitzin.com/",
"license":"MIT",
"spacy_version":">=3.4.2,<3.5.0",
"spacy_git_version":"Unknown",
"vectors":{
"width":300,
"vectors":514157,
"keys":514157,
"name":"en_vectors"
},
"labels":{
"transformer":[
],
"ner":[
"DOSAGE",
"DRUG",
"DURATION",
"FORM",
"FREQUENCY",
"ROUTE",
"STRENGTH"
]
},
"pipeline":[
"transformer",
"ner"
],
"components":[
"transformer",
"ner"
],
"disabled":[
],
"performance":{
"ents_f":0.9032835821,
"ents_p":0.8822157434,
"ents_r":0.925382263,
"ents_per_type":{
"DRUG":{
"p":0.8804185351,
"r":0.9349206349,
"f":0.9068514242
},
"ROUTE":{
"p":0.9444444444,
"r":0.9739583333,
"f":0.958974359
},
"STRENGTH":{
"p":0.9190283401,
"r":0.9380165289,
"f":0.9284253579
},
"FREQUENCY":{
"p":0.7512437811,
"r":0.7947368421,
"f":0.7723785166
},
"FORM":{
"p":0.9449541284,
"r":0.9493087558,
"f":0.9471264368
},
"DOSAGE":{
"p":0.872611465,
"r":0.958041958,
"f":0.9133333333
},
"DURATION":{
"p":0.64,
"r":0.7619047619,
"f":0.6956521739
}
},
"transformer_loss":25026.2706476041,
"ner_loss":1145.767683525
},
"requirements":[
"spacy-transformers>=1.1.6,<1.2.0"
]
}