en_med12_trf / meta.json
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{
"lang":"en",
"name":"med12_trf",
"version":"0.0.0",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.4.1,<3.5.0",
"spacy_git_version":"5c2a00cef",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"ner":[
"Denominator_Unit",
"Denominator_Value",
"Dose_Form",
"Medication_Name",
"NDC",
"Numerator_Unit",
"Numerator_Value",
"Product_Package_Type",
"Product_Package_Type_Value",
"Quantity_Factor_Unit",
"Quantity_Factor_Unit_Value",
"Quantity_Factor_Value"
],
"textcat":[
"MEDICATION",
"OTHER",
"DEVICE"
]
},
"pipeline":[
"transformer",
"ner",
"textcat"
],
"components":[
"transformer",
"ner",
"textcat"
],
"disabled":[
],
"performance":{
"ents_f":0.9989623288,
"ents_p":0.9987402508,
"ents_r":0.9991845056,
"ents_per_type":{
"Quantity_Factor_Value":{
"p":0.9984326019,
"r":0.9992156863,
"f":0.9988239906
},
"Quantity_Factor_Unit":{
"p":0.9843575419,
"r":0.9951054217,
"f":0.9897023029
},
"Medication_Name":{
"p":0.9995313964,
"r":0.999344078,
"f":0.9994377284
},
"Numerator_Value":{
"p":0.9995644125,
"r":0.9996732738,
"f":0.9996188402
},
"Numerator_Unit":{
"p":0.999780894,
"r":0.9996713769,
"f":0.9997261324
},
"Denominator_Unit":{
"p":0.9982694685,
"r":0.9995049505,
"f":0.9988868275
},
"Dose_Form":{
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"r":0.9984207969,
"f":0.9989668794
},
"Product_Package_Type_Value":{
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"r":1.0,
"f":1.0
},
"Product_Package_Type":{
"p":1.0,
"r":1.0,
"f":1.0
},
"NDC":{
"p":1.0,
"r":1.0,
"f":1.0
},
"Denominator_Value":{
"p":1.0,
"r":0.9948979592,
"f":0.9974424552
},
"Quantity_Factor_Unit_Value":{
"p":1.0,
"r":1.0,
"f":1.0
}
},
"cats_score":1.0,
"cats_score_desc":"macro F",
"cats_micro_p":1.0,
"cats_micro_r":1.0,
"cats_micro_f":1.0,
"cats_macro_p":1.0,
"cats_macro_r":1.0,
"cats_macro_f":1.0,
"cats_macro_auc":1.0,
"cats_f_per_type":{
"MEDICATION":{
"p":1.0,
"r":1.0,
"f":1.0
},
"OTHER":{
"p":1.0,
"r":1.0,
"f":1.0
},
"DEVICE":{
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"r":1.0,
"f":1.0
}
},
"cats_macro_auc_per_type":0.0,
"transformer_loss":196.8679366748,
"ner_loss":5134.8920414948,
"textcat_loss":0.0208005876
},
"requirements":[
"spacy-transformers>=1.1.7,<1.2.0"
]
}