| { | |
| "lang":"en", | |
| "name":"healthsea", | |
| "version":"0.0.1", | |
| "description":"Healthsea pipeline for analyzing reviews to supplement products", | |
| "author":"Explosion", | |
| "email":"[email protected]", | |
| "url":"explosion.ai", | |
| "license":"MIT", | |
| "spacy_version":">=3.2.0,<3.3.0", | |
| "spacy_git_version":"c9baf9d19", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":684830, | |
| "keys":684830, | |
| "name":"en_vectors" | |
| }, | |
| "labels":{ | |
| "sentencizer":[ | |
| ], | |
| "tok2vec":[ | |
| ], | |
| "ner":[ | |
| "BENEFIT", | |
| "CONDITION" | |
| ], | |
| "clausecat":[ | |
| "POSITIVE", | |
| "NEUTRAL", | |
| "NEGATIVE", | |
| "ANAMNESIS" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "sentencizer", | |
| "tok2vec", | |
| "ner", | |
| "benepar", | |
| "segmentation", | |
| "clausecat", | |
| "aggregation" | |
| ], | |
| "components":[ | |
| "sentencizer", | |
| "tok2vec", | |
| "ner", | |
| "benepar", | |
| "segmentation", | |
| "clausecat", | |
| "aggregation" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "sents_f":1.0, | |
| "sents_p":1.0, | |
| "sents_r":1.0, | |
| "ents_f":0.0, | |
| "ents_p":0.0, | |
| "ents_r":0.0, | |
| "ents_per_type":0.0, | |
| "cats_score":0.7487486162, | |
| "cats_score_desc":"macro F", | |
| "cats_micro_p":0.8239148239, | |
| "cats_micro_r":0.8093322607, | |
| "cats_micro_f":0.8165584416, | |
| "cats_macro_p":0.7843270037, | |
| "cats_macro_r":0.72164903, | |
| "cats_macro_f":0.7487486162, | |
| "cats_macro_auc":0.9277859819, | |
| "cats_f_per_type":{ | |
| "POSITIVE":{ | |
| "p":0.7881508079, | |
| "r":0.871031746, | |
| "f":0.8275212064 | |
| }, | |
| "NEUTRAL":{ | |
| "p":0.8888888889, | |
| "r":0.8183421517, | |
| "f":0.8521579431 | |
| }, | |
| "NEGATIVE":{ | |
| "p":0.7543859649, | |
| "r":0.5972222222, | |
| "f":0.6666666667 | |
| }, | |
| "ANAMNESIS":{ | |
| "p":0.7058823529, | |
| "r":0.6, | |
| "f":0.6486486486 | |
| } | |
| }, | |
| "cats_macro_auc_per_type":0.0, | |
| "clausecat_loss":3.3911235126 | |
| }, | |
| "requirements":[ | |
| "benepar>=0.2.0,<0.3.0" | |
| ] | |
| } |