Hugging Face's logo

rame
/
en_pipeline_ner_model_3

Token Classification
spaCy
English
Eval Results (legacy)
Model card Files
xet
Community
en_pipeline_ner_model_3
File size: 1,260 Bytes
5366744
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "lang":"en",
  "name":"pipeline_ner_model_3",
  "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":{
    "ents_f":0.9062889518,
    "ents_p":0.9080381471,
    "ents_r":0.9045464827,
    "ents_per_type":{
      "chronic_disease":{
        "p":0.9122222222,
        "r":0.9096952909,
        "f":0.9109570042
      },
      "treatment":{
        "p":0.9081081081,
        "r":0.9022556391,
        "f":0.9051724138
      },
      "cancer":{
        "p":0.8951747088,
        "r":0.9042016807,
        "f":0.8996655518
      },
      "allergy_name":{
        "p":0.908496732,
        "r":0.8742138365,
        "f":0.891025641
      }
    },
    "transformer_loss":2047.9973774288,
    "ner_loss":2351.2843037041
  },
  "requirements":[
    "spacy-transformers>=1.3.4,<1.4.0"
  ]
}