en_core_med7_lg / meta.json
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Update spaCy pipeline
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{
"lang":"en",
"name":"core_med7_lg",
"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":{
"tok2vec":[
],
"ner":[
"DOSAGE",
"DRUG",
"DURATION",
"FORM",
"FREQUENCY",
"ROUTE",
"STRENGTH"
]
},
"pipeline":[
"tok2vec",
"ner"
],
"components":[
"tok2vec",
"ner"
],
"disabled":[
],
"performance":{
"ents_f":0.876960193,
"ents_p":0.8649613325,
"ents_r":0.8892966361,
"ents_per_type":{
"DRUG":{
"p":0.8638497653,
"r":0.8761904762,
"f":0.8699763593
},
"ROUTE":{
"p":0.9427083333,
"r":0.9427083333,
"f":0.9427083333
},
"STRENGTH":{
"p":0.8814229249,
"r":0.9214876033,
"f":0.901010101
},
"FREQUENCY":{
"p":0.7222222222,
"r":0.8210526316,
"f":0.7684729064
},
"FORM":{
"p":0.9400921659,
"r":0.9400921659,
"f":0.9400921659
},
"DOSAGE":{
"p":0.8671328671,
"r":0.8671328671,
"f":0.8671328671
},
"DURATION":{
"p":0.6666666667,
"r":0.6666666667,
"f":0.6666666667
}
},
"tok2vec_loss":2261.0953059313,
"ner_loss":3022.2254596124
},
"requirements":[
]
}