| { | |
| "lang":"en", | |
| "name":"core_med7_lg", | |
| "version":"3.4.2.1", | |
| "description":"", | |
| "author":"Andrey Kormilitzin", | |
| "email":"[email protected]", | |
| "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":{ | |
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| "r":0.8761904762, | |
| "f":0.8699763593 | |
| }, | |
| "ROUTE":{ | |
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| "r":0.9427083333, | |
| "f":0.9427083333 | |
| }, | |
| "STRENGTH":{ | |
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| "r":0.9214876033, | |
| "f":0.901010101 | |
| }, | |
| "FREQUENCY":{ | |
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| "r":0.8210526316, | |
| "f":0.7684729064 | |
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| "FORM":{ | |
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| "f":0.9400921659 | |
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| "DOSAGE":{ | |
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| "r":0.8671328671, | |
| "f":0.8671328671 | |
| }, | |
| "DURATION":{ | |
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| "r":0.6666666667, | |
| "f":0.6666666667 | |
| } | |
| }, | |
| "tok2vec_loss":2261.0953059313, | |
| "ner_loss":3022.2254596124 | |
| }, | |
| "requirements":[ | |
| ] | |
| } |