| { | |
| "lang":"de", | |
| "name":"GERNERMEDpp_Slim", | |
| "version":"1.0.0", | |
| "description":"Slim model of the GERNERMED++ German NER model for medical entities.", | |
| "author":"Johann Frei", | |
| "email":"[email protected]", | |
| "url":"https://github.com/frankkramer-lab/GERNERMED-pp", | |
| "license":"", | |
| "spacy_version":">=3.2.3,<3.3.0", | |
| "spacy_git_version":"99425de36", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "tok2vec":[ | |
| ], | |
| "ner":[ | |
| "Dosage", | |
| "Drug", | |
| "Duration", | |
| "Form", | |
| "Frequency", | |
| "Strength" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "tok2vec", | |
| "ner" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
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| "ents_p":0.9020724569, | |
| "ents_r":0.8881619938, | |
| "ents_per_type":{ | |
| "Drug":{ | |
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| "r":0.8900763359, | |
| "f":0.8960614793 | |
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| "Strength":{ | |
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| "r":0.9353327085, | |
| "f":0.9388523048 | |
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| "r":0.9328726555, | |
| "f":0.9314933465 | |
| }, | |
| "Dosage":{ | |
| "p":0.9081163859, | |
| "r":0.8890554723, | |
| "f":0.8984848485 | |
| }, | |
| "Frequency":{ | |
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| "r":0.8123011665, | |
| "f":0.823655914 | |
| }, | |
| "Duration":{ | |
| "p":0.7472527473, | |
| "r":0.6181818182, | |
| "f":0.6766169154 | |
| } | |
| }, | |
| "tok2vec_loss":1293.299929771, | |
| "ner_loss":6030.0842215394 | |
| }, | |
| "requirements":[ | |
| ] | |
| } |