Hugging Face's logo

ai4data
/
gliner_datause

Token Classification
GLiNER
PyTorch
ner
data-use
Model card Files
xet
 Community
gliner_datause
File size: 2,094 Bytes
6f10eaa
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "labels": [
    "NAMED_DATA",
    "DESCRIPTIVE_DATA",
    "VAGUE_DATA"
  ],
  "rows": [
    {
      "thr": 0.1,
      "tp": 12275,
      "fp": 8853,
      "fn": 289,
      "precision": 0.5809825823551685,
      "recall": 0.9769977714103789,
      "f05": 0.6322365981293008,
      "f1": 0.7286596224623055
    },
    {
      "thr": 0.2,
      "tp": 12153,
      "fp": 6445,
      "fn": 411,
      "precision": 0.6534573610065598,
      "recall": 0.9672874880611271,
      "f05": 0.6988016928101568,
      "f1": 0.7799884474680701
    },
    {
      "thr": 0.3,
      "tp": 12013,
      "fp": 5218,
      "fn": 551,
      "precision": 0.6971736985665371,
      "recall": 0.9561445399554283,
      "f05": 0.7371023954447281,
      "f1": 0.8063769088773284
    },
    {
      "thr": 0.4,
      "tp": 11844,
      "fp": 4143,
      "fn": 720,
      "precision": 0.74085194220304,
      "recall": 0.9426934097421203,
      "f05": 0.7739962358845672,
      "f1": 0.8296732163496902
    },
    {
      "thr": 0.5,
      "tp": 11489,
      "fp": 3002,
      "fn": 1075,
      "precision": 0.7928369332689256,
      "recall": 0.9144380770455269,
      "f05": 0.8144992059891107,
      "f1": 0.849306967288856
    },
    {
      "thr": 0.6,
      "tp": 10542,
      "fp": 1935,
      "fn": 2022,
      "precision": 0.8449146429430151,
      "recall": 0.8390639923591213,
      "f05": 0.8437379946215905,
      "f1": 0.8419791541871331
    },
    {
      "thr": 0.7,
      "tp": 8396,
      "fp": 940,
      "fn": 4168,
      "precision": 0.8993144815766924,
      "recall": 0.6682585163960522,
      "f05": 0.8411477117896929,
      "f1": 0.7667579908675798
    }
  ],
  "best_f05": {
    "thr": 0.6,
    "tp": 10542,
    "fp": 1935,
    "fn": 2022,
    "precision": 0.8449146429430151,
    "recall": 0.8390639923591213,
    "f05": 0.8437379946215905,
    "f1": 0.8419791541871331
  },
  "best_f1": {
    "thr": 0.5,
    "tp": 11489,
    "fp": 3002,
    "fn": 1075,
    "precision": 0.7928369332689256,
    "recall": 0.9144380770455269,
    "f05": 0.8144992059891107,
    "f1": 0.849306967288856
  }
}