File size: 1,613 Bytes
3cbab97 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 |
{
"lang":"en",
"name":"core_med7_lg",
"version":"3.4.2.1",
"description":"",
"author":"Andrey Kormilitzin",
"email":"kormilitzin@gmail.com",
"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":{
"DRUG":{
"p":0.8638497653,
"r":0.8761904762,
"f":0.8699763593
},
"ROUTE":{
"p":0.9427083333,
"r":0.9427083333,
"f":0.9427083333
},
"STRENGTH":{
"p":0.8814229249,
"r":0.9214876033,
"f":0.901010101
},
"FREQUENCY":{
"p":0.7222222222,
"r":0.8210526316,
"f":0.7684729064
},
"FORM":{
"p":0.9400921659,
"r":0.9400921659,
"f":0.9400921659
},
"DOSAGE":{
"p":0.8671328671,
"r":0.8671328671,
"f":0.8671328671
},
"DURATION":{
"p":0.6666666667,
"r":0.6666666667,
"f":0.6666666667
}
},
"tok2vec_loss":2261.0953059313,
"ner_loss":3022.2254596124
},
"requirements":[
]
} |