| { | |
| "lang":"en", | |
| "name":"pipeline_ner_model_1", | |
| "version":"0.0.0", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.7.2,<3.8.0", | |
| "spacy_git_version":"a89eae928", | |
| "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":{ | |
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| "ents_r":0.7950310559, | |
| "ents_per_type":{ | |
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| "r":0.8132743363, | |
| "f":0.7984361425 | |
| }, | |
| "cancer":{ | |
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| "r":0.7818181818, | |
| "f":0.7794561934 | |
| }, | |
| "treatment":{ | |
| "p":0.746624305, | |
| "r":0.7826810991, | |
| "f":0.7642276423 | |
| }, | |
| "allergy_name":{ | |
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| "r":0.7763157895, | |
| "f":0.7564102564 | |
| } | |
| }, | |
| "transformer_loss":2474.5304663637, | |
| "ner_loss":3120.9030215107 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.3.4,<1.4.0" | |
| ] | |
| } |