Hugging Face's logo

MakPr016
/
clinical-ner-model

Model card Files
xet
 Community
clinical-ner-model
File size: 1,694 Bytes
9c2ecdf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
91
92
93
94
95
96
97
98
99
100
{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "spacy_version":">=3.8.7,<3.9.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_git_version":"4b65aa7",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null,
    "mode":"default"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "DISEASE",
      "INTERPRETATION",
      "MedicalCondition",
      "Medicine",
      "Pathogen",
      "TEST_NAME",
      "TEST_UNIT",
      "TEST_VALUE"
    ],
    "entity_ruler":[
      "DISEASE",
      "INTERPRETATION"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner",
    "entity_ruler"
  ],
  "components":[
    "tok2vec",
    "ner",
    "entity_ruler"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9985061249,
    "ents_p":0.9979523931,
    "ents_r":0.9990604715,
    "ents_per_type":{
      "DISEASE":{
        "p":0.99669967,
        "r":1.0,
        "f":0.9983471074
      },
      "TEST_NAME":{
        "p":0.9979050279,
        "r":1.0,
        "f":0.9989514156
      },
      "TEST_UNIT":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "TEST_VALUE":{
        "p":0.9996438746,
        "r":1.0,
        "f":0.9998219056
      },
      "INTERPRETATION":{
        "p":0.9948474039,
        "r":1.0,
        "f":0.9974170475
      },
      "Medicine":{
        "p":1.0,
        "r":0.5,
        "f":0.6666666667
      },
      "MedicalCondition":{
        "p":0.3333333333,
        "r":0.1666666667,
        "f":0.2222222222
      },
      "Pathogen":{
        "p":1.0,
        "r":0.25,
        "f":0.4
      }
    },
    "tok2vec_loss":440.2066298502,
    "ner_loss":292.7887573242
  }
}