Hugging Face's logo

andreids
/
en_textcat_multilabel_demo

Text Classification
spaCy
English
Model card Files
xet
Community
en_textcat_multilabel_demo
File size: 2,016 Bytes
9943fb4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "lang":"en",
  "name":"textcat_multilabel_demo",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.4.3,<3.5.0",
  "spacy_git_version":"63673a792",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "textcat_multilabel":[
      "shirt",
      "decor",
      "iphone",
      "balloon",
      "cream",
      "socks",
      "pants",
      "shampoo",
      "toy",
      "sweater"
    ]
  },
  "pipeline":[
    "textcat_multilabel"
  ],
  "components":[
    "textcat_multilabel"
  ],
  "disabled":[

  ],
  "performance":{
    "cats_score":0.9594542729,
    "cats_score_desc":"macro AUC",
    "cats_micro_p":0.8555891628,
    "cats_micro_r":0.8537485953,
    "cats_micro_f":0.8546678881,
    "cats_macro_p":0.8467342177,
    "cats_macro_r":0.8687908218,
    "cats_macro_f":0.8489179669,
    "cats_macro_auc":0.9594542729,
    "cats_f_per_type":{
      "shirt":{
        "p":1.0,
        "r":0.9991258741,
        "f":0.999562746
      },
      "decor":{
        "p":0.5247226112,
        "r":0.9878320827,
        "f":0.6853806107
      },
      "iphone":{
        "p":1.0,
        "r":0.9911504425,
        "f":0.9955555556
      },
      "balloon":{
        "p":0.9957557707,
        "r":0.7522641616,
        "f":0.8570513026
      },
      "cream":{
        "p":1.0,
        "r":0.9753483387,
        "f":0.9875203473
      },
      "socks":{
        "p":0.9828125,
        "r":1.0,
        "f":0.9913317573
      },
      "pants":{
        "p":0.9987333756,
        "r":0.9887147335,
        "f":0.9936988028
      },
      "shampoo":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "toy":{
        "p":1.0,
        "r":0.9934725849,
        "f":0.9967256058
      },
      "sweater":{
        "p":0.9653179191,
        "r":1.0,
        "f":0.9823529412
      }
    },
    "cats_macro_auc_per_type":0.0,
    "textcat_multilabel_loss":1.6177284059
  },
  "requirements":[

  ]
}