Hugging Face's logo

MinhTriet
/
GenPII-framework-finetuned

Safetensors
Model card Files
xet
 Community
MinhTriet commited on
Commit
00fd9aa
·
verified ·
1 Parent(s): d6ec3c8

Upload folder using huggingface_hub

Browse files
Files changed (3) hide show
  1. ai4privacy/SpanBased-CustomDeBERTa/classification_report.json +90 -84
  2. ai4privacy/SpanBased-CustomDeBERTa/predictions.json +0 -0
  3. ai4privacy/SpanBased-CustomDeBERTa/pytorch_model.bin +1 -1
ai4privacy/SpanBased-CustomDeBERTa/classification_report.json CHANGED
@@ -1,128 +1,134 @@
1
  {
2
  "AGE": {
3
- "precision": 0.0,
4
- "recall": 0.0,
5
- "f1-score": 0.0,
6
- "support": 4
7
  },
8
  "BUILDINGNUM": {
9
- "precision": 0.0,
10
- "recall": 0.0,
11
- "f1-score": 0.0,
12
- "support": 8
13
  },
14
  "CITY": {
15
- "precision": 0.0,
16
- "recall": 0.0,
17
- "f1-score": 0.0,
18
- "support": 21
19
  },
20
  "CREDITCARDNUMBER": {
21
- "precision": 0.0,
22
- "recall": 0.0,
23
- "f1-score": 0.0,
24
- "support": 2
25
  },
26
  "DATE": {
27
- "precision": 0.0,
28
- "recall": 0.0,
29
- "f1-score": 0.0,
30
- "support": 16
31
  },
32
  "DRIVERLICENSENUM": {
33
- "precision": 0.0,
34
- "recall": 0.0,
35
- "f1-score": 0.0,
36
- "support": 1
37
  },
38
  "EMAIL": {
39
- "precision": 0.0,
40
- "recall": 0.0,
41
- "f1-score": 0.0,
42
- "support": 10
43
  },
44
  "GENDER": {
45
- "precision": 0.0,
46
- "recall": 0.0,
47
- "f1-score": 0.0,
48
- "support": 3
49
  },
50
  "GIVENNAME": {
51
- "precision": 0.0,
52
- "recall": 0.0,
53
- "f1-score": 0.0,
54
- "support": 91
55
  },
56
  "IDCARDNUM": {
57
- "precision": 0.0,
58
- "recall": 0.0,
59
- "f1-score": 0.0,
60
- "support": 11
61
  },
62
  "PASSPORTNUM": {
63
- "precision": 0.0,
64
- "recall": 0.0,
65
- "f1-score": 0.0,
66
- "support": 4
67
  },
68
  "SOCIALNUM": {
69
- "precision": 0.0,
70
- "recall": 0.0,
71
- "f1-score": 0.0,
72
- "support": 5
73
  },
74
  "STREET": {
75
- "precision": 0.0,
76
- "recall": 0.0,
77
- "f1-score": 0.0,
78
- "support": 10
79
  },
80
  "SURNAME": {
81
- "precision": 0.0,
82
- "recall": 0.0,
83
- "f1-score": 0.0,
84
- "support": 35
 
 
 
 
 
 
85
  },
86
  "TELEPHONENUM": {
87
- "precision": 0.0,
88
- "recall": 0.0,
89
- "f1-score": 0.0,
90
- "support": 13
91
  },
92
  "TIME": {
93
- "precision": 0.0,
94
- "recall": 0.0,
95
- "f1-score": 0.0,
96
- "support": 12
97
  },
98
  "TITLE": {
99
- "precision": 0.0,
100
- "recall": 0.0,
101
- "f1-score": 0.0,
102
- "support": 8
103
  },
104
  "ZIPCODE": {
105
- "precision": 0.0,
106
- "recall": 0.0,
107
- "f1-score": 0.0,
108
- "support": 9
109
  },
110
  "OVERALL_MICRO": {
111
- "precision": 0.0,
112
- "recall": 0.0,
113
- "f1-score": 0.0,
114
- "support": 263
115
  },
116
  "OVERALL_MACRO": {
117
- "precision": 0.0,
118
- "recall": 0.0,
119
- "f1-score": 0.0,
120
- "support": 263
121
  },
122
  "OVERALL_WEIGHTED": {
123
- "precision": 0.0,
124
- "recall": 0.0,
125
- "f1-score": 0.0,
126
- "support": 263
127
  }
128
  }
 
1
  {
2
  "AGE": {
3
+ "precision": 0.9219,
4
+ "recall": 0.9833,
5
+ "f1-score": 0.9516,
6
+ "support": 60
7
  },
8
  "BUILDINGNUM": {
9
+ "precision": 0.9545,
10
+ "recall": 0.9813,
11
+ "f1-score": 0.9677,
12
+ "support": 107
13
  },
14
  "CITY": {
15
+ "precision": 0.939,
16
+ "recall": 0.9852,
17
+ "f1-score": 0.9615,
18
+ "support": 203
19
  },
20
  "CREDITCARDNUMBER": {
21
+ "precision": 1.0,
22
+ "recall": 0.8519,
23
+ "f1-score": 0.92,
24
+ "support": 27
25
  },
26
  "DATE": {
27
+ "precision": 0.9871,
28
+ "recall": 1.0,
29
+ "f1-score": 0.9935,
30
+ "support": 153
31
  },
32
  "DRIVERLICENSENUM": {
33
+ "precision": 0.7727,
34
+ "recall": 0.8095,
35
+ "f1-score": 0.7907,
36
+ "support": 21
37
  },
38
  "EMAIL": {
39
+ "precision": 1.0,
40
+ "recall": 1.0,
41
+ "f1-score": 1.0,
42
+ "support": 112
43
  },
44
  "GENDER": {
45
+ "precision": 1.0,
46
+ "recall": 1.0,
47
+ "f1-score": 1.0,
48
+ "support": 70
49
  },
50
  "GIVENNAME": {
51
+ "precision": 0.968,
52
+ "recall": 0.9953,
53
+ "f1-score": 0.9814,
54
+ "support": 850
55
  },
56
  "IDCARDNUM": {
57
+ "precision": 0.9263,
58
+ "recall": 0.898,
59
+ "f1-score": 0.9119,
60
+ "support": 98
61
  },
62
  "PASSPORTNUM": {
63
+ "precision": 0.9318,
64
+ "recall": 1.0,
65
+ "f1-score": 0.9647,
66
+ "support": 41
67
  },
68
  "SOCIALNUM": {
69
+ "precision": 0.9032,
70
+ "recall": 0.9655,
71
+ "f1-score": 0.9333,
72
+ "support": 29
73
  },
74
  "STREET": {
75
+ "precision": 0.9821,
76
+ "recall": 0.9735,
77
+ "f1-score": 0.9778,
78
+ "support": 113
79
  },
80
  "SURNAME": {
81
+ "precision": 0.943,
82
+ "recall": 0.8563,
83
+ "f1-score": 0.8976,
84
+ "support": 348
85
+ },
86
+ "TAXNUM": {
87
+ "precision": 1.0,
88
+ "recall": 0.875,
89
+ "f1-score": 0.9333,
90
+ "support": 24
91
  },
92
  "TELEPHONENUM": {
93
+ "precision": 0.9871,
94
+ "recall": 1.0,
95
+ "f1-score": 0.9935,
96
+ "support": 153
97
  },
98
  "TIME": {
99
+ "precision": 1.0,
100
+ "recall": 1.0,
101
+ "f1-score": 1.0,
102
+ "support": 144
103
  },
104
  "TITLE": {
105
+ "precision": 0.9597,
106
+ "recall": 1.0,
107
+ "f1-score": 0.9794,
108
+ "support": 119
109
  },
110
  "ZIPCODE": {
111
+ "precision": 0.9804,
112
+ "recall": 0.9804,
113
+ "f1-score": 0.9804,
114
+ "support": 51
115
  },
116
  "OVERALL_MICRO": {
117
+ "precision": 0.9638,
118
+ "recall": 0.9684,
119
+ "f1-score": 0.9661,
120
+ "support": 2723
121
  },
122
  "OVERALL_MACRO": {
123
+ "precision": 0.9556,
124
+ "recall": 0.9555,
125
+ "f1-score": 0.9547,
126
+ "support": 2723
127
  },
128
  "OVERALL_WEIGHTED": {
129
+ "precision": 0.9639,
130
+ "recall": 0.9684,
131
+ "f1-score": 0.9656,
132
+ "support": 2723
133
  }
134
  }
ai4privacy/SpanBased-CustomDeBERTa/predictions.json CHANGED
The diff for this file is too large to render. See raw diff
 
ai4privacy/SpanBased-CustomDeBERTa/pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a460a9fbab227d4208ae273ff30b48be219b139ac48162ebb79f9abf90dd1f72
3
  size 741414031
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f0ef2d2d67303f5ee590d78e511cfc5412dc965456d15fb0e89dba12e34cb3a0
3
  size 741414031