File size: 2,145 Bytes
fd7ba0c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
{
  "lang":"uk",
  "name":"pipeline",
  "version":"0.0.0",
  "spacy_version":">=3.7.4,<3.8.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_git_version":"bff8725f4",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null,
    "mode":"default"
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "ART",
      "DATE",
      "DOC",
      "JOB",
      "LOC",
      "MISC",
      "MON",
      "ORG",
      "PCT",
      "PERIOD",
      "PERS",
      "QUANT",
      "TIME"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.891893889,
    "ents_p":0.8977982743,
    "ents_r":0.8860666569,
    "ents_per_type":{
      "LOC":{
        "p":0.9231722429,
        "r":0.9107579462,
        "f":0.9169230769
      },
      "PCT":{
        "p":1.0,
        "r":0.9888888889,
        "f":0.9944134078
      },
      "JOB":{
        "p":0.7286184211,
        "r":0.6742770167,
        "f":0.7003952569
      },
      "PERS":{
        "p":0.9607126542,
        "r":0.9655647383,
        "f":0.9631325853
      },
      "PERIOD":{
        "p":0.777173913,
        "r":0.772972973,
        "f":0.7750677507
      },
      "ORG":{
        "p":0.9400136333,
        "r":0.8960363873,
        "f":0.9174983367
      },
      "DOC":{
        "p":0.6086956522,
        "r":0.35,
        "f":0.4444444444
      },
      "MISC":{
        "p":0.3931623932,
        "r":0.323943662,
        "f":0.3552123552
      },
      "QUANT":{
        "p":0.8901098901,
        "r":0.9101123596,
        "f":0.9
      },
      "DATE":{
        "p":0.9011627907,
        "r":0.9281437126,
        "f":0.9144542773
      },
      "ART":{
        "p":0.7026143791,
        "r":0.9071729958,
        "f":0.7918968692
      },
      "TIME":{
        "p":0.6666666667,
        "r":0.6,
        "f":0.6315789474
      },
      "MON":{
        "p":0.9683544304,
        "r":0.9415384615,
        "f":0.9547581903
      }
    },
    "transformer_loss":1716.9273529301,
    "ner_loss":1312.8639660627
  }
}