File size: 1,611 Bytes
4edad15
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
faf95b2
 
 
4edad15
faf95b2
 
 
 
 
 
 
 
 
 
4edad15
faf95b2
4edad15
faf95b2
4edad15
 
faf95b2
 
 
4edad15
 
 
 
 
 
 
 
 
 
 
 
faf95b2
 
 
4edad15
 
 
 
 
 
 
faf95b2
 
4edad15
 
 
 
 
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
{
  "lang":"en",
  "name":"Resume_Matching_Keywords",
  "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":{
    "transformer":[

    ],
    "ner":[
      "CERTIFICATIONS",
      "CGPA",
      "EMAIL",
      "EXPERIENCE",
      "LOCATION",
      "NAME",
      "PHONE",
      "QUALIFICATION",
      "SCORES",
      "SKILLS"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.7220216606,
    "ents_p":0.6585136406,
    "ents_r":0.799086758,
    "ents_per_type":{
      "NAME":{
        "p":1.0,
        "r":0.8095238095,
        "f":0.8947368421
      },
      "PHONE":{
        "p":0.8,
        "r":0.8,
        "f":0.8
      },
      "EXPERIENCE":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "SKILLS":{
        "p":0.6395112016,
        "r":0.7899371069,
        "f":0.706809229
      },
      "LOCATION":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "QUALIFICATION":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "EMAIL":{
        "p":0.8823529412,
        "r":0.8823529412,
        "f":0.8823529412
      },
      "CGPA":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      }
    },
    "transformer_loss":123.2697031057,
    "ner_loss":194.832197906
  },
  "requirements":[
    "spacy-transformers>=1.3.4,<1.4.0"
  ]
}