Hugging Face's logo

aryan10022001
/
en_predii_ner

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_predii_ner
File size: 1,685 Bytes 
98dc315
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "lang":"en",
  "name":"predii_ner",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.4,<3.8.0",
  "spacy_git_version":"bff8725f4",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "CHASSIS TYPE",
      "COMPONENT",
      "CORRECTIVE ACTION",
      "FAILURE ISSUE",
      "MANUFACTURER",
      "PARTS",
      "PROCESS",
      "VEHICLE MODEL"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8127555192,
    "ents_p":0.8568965517,
    "ents_r":0.7729393468,
    "ents_per_type":{
      "MANUFACTURER":{
        "p":0.9444444444,
        "r":0.9622641509,
        "f":0.953271028
      },
      "COMPONENT":{
        "p":0.8120300752,
        "r":0.8120300752,
        "f":0.8120300752
      },
      "VEHICLE MODEL":{
        "p":0.8039215686,
        "r":0.8039215686,
        "f":0.8039215686
      },
      "FAILURE ISSUE":{
        "p":0.8633093525,
        "r":0.7692307692,
        "f":0.813559322
      },
      "CORRECTIVE ACTION":{
        "p":0.8691588785,
        "r":0.6241610738,
        "f":0.7265625
      },
      "CHASSIS TYPE":{
        "p":0.8936170213,
        "r":0.9545454545,
        "f":0.9230769231
      },
      "PROCESS":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "PARTS":{
        "p":0.8205128205,
        "r":0.6808510638,
        "f":0.7441860465
      }
    },
    "tok2vec_loss":747.9370691416,
    "ner_loss":7980.4772103899
  },
  "requirements":[

  ]
}