MinhTriet commited on
Commit
3c7f89a
·
verified ·
1 Parent(s): 9aecf30

Upload folder using huggingface_hub

Browse files
nemotron/TokenBased-BERT/classification_report.json CHANGED
@@ -1,338 +1,338 @@
1
  {
2
  "ACCOUNT_NUMBER": {
3
- "precision": 0.9657,
4
- "recall": 0.9602,
5
- "f1-score": 0.963,
6
  "support": 176
7
  },
8
  "AGE": {
9
- "precision": 0.9479,
10
- "recall": 0.9681,
11
- "f1-score": 0.9579,
12
  "support": 94
13
  },
14
  "API_KEY": {
15
  "precision": 1.0,
16
- "recall": 0.9643,
17
- "f1-score": 0.9818,
18
  "support": 28
19
  },
20
  "BANK_ROUTING_NUMBER": {
21
- "precision": 0.98,
22
- "recall": 0.9703,
23
- "f1-score": 0.9751,
24
  "support": 101
25
  },
26
  "BIOMETRIC_IDENTIFIER": {
27
- "precision": 0.9905,
28
- "recall": 1.0,
29
- "f1-score": 0.9952,
30
  "support": 104
31
  },
32
  "BLOOD_TYPE": {
33
  "precision": 1.0,
34
- "recall": 1.0,
35
- "f1-score": 1.0,
36
  "support": 53
37
  },
38
  "CERTIFICATE_LICENSE_NUMBER": {
39
  "precision": 1.0,
40
- "recall": 0.9722,
41
- "f1-score": 0.9859,
42
  "support": 72
43
  },
44
  "CITY": {
45
- "precision": 0.974,
46
- "recall": 0.9677,
47
- "f1-score": 0.9709,
48
  "support": 155
49
  },
50
  "COMPANY_NAME": {
51
- "precision": 0.9709,
52
- "recall": 0.9471,
53
- "f1-score": 0.9589,
54
  "support": 529
55
  },
56
  "COORDINATE": {
57
- "precision": 0.9787,
58
- "recall": 1.0,
59
- "f1-score": 0.9892,
60
  "support": 92
61
  },
62
  "COUNTRY": {
63
- "precision": 0.9854,
64
- "recall": 0.9902,
65
- "f1-score": 0.9878,
66
  "support": 204
67
  },
68
  "COUNTY": {
69
  "precision": 1.0,
70
- "recall": 0.9461,
71
- "f1-score": 0.9723,
72
  "support": 167
73
  },
74
  "CREDIT_DEBIT_CARD": {
75
  "precision": 1.0,
76
- "recall": 0.9708,
77
- "f1-score": 0.9852,
78
  "support": 137
79
  },
80
  "CUSTOMER_ID": {
81
- "precision": 0.9884,
82
- "recall": 0.9942,
83
- "f1-score": 0.9913,
84
  "support": 171
85
  },
86
  "CVV": {
87
  "precision": 1.0,
88
- "recall": 0.9455,
89
- "f1-score": 0.972,
90
  "support": 55
91
  },
92
  "DATE": {
93
- "precision": 0.969,
94
- "recall": 0.9173,
95
- "f1-score": 0.9425,
96
  "support": 750
97
  },
98
  "DATE_OF_BIRTH": {
99
- "precision": 0.9766,
100
- "recall": 1.0,
101
- "f1-score": 0.9881,
102
  "support": 125
103
  },
104
  "DATE_TIME": {
105
- "precision": 0.931,
106
- "recall": 0.8526,
107
- "f1-score": 0.8901,
108
  "support": 95
109
  },
110
  "DEVICE_IDENTIFIER": {
111
  "precision": 1.0,
112
- "recall": 1.0,
113
- "f1-score": 1.0,
114
  "support": 18
115
  },
116
  "EDUCATION_LEVEL": {
117
- "precision": 0.9649,
118
- "recall": 0.9016,
119
- "f1-score": 0.9322,
120
  "support": 122
121
  },
122
  "EMAIL": {
123
- "precision": 0.9974,
124
- "recall": 0.9796,
125
- "f1-score": 0.9884,
126
  "support": 392
127
  },
128
  "EMPLOYEE_ID": {
129
- "precision": 0.974,
130
- "recall": 0.9375,
131
- "f1-score": 0.9554,
132
  "support": 80
133
  },
134
  "EMPLOYMENT_STATUS": {
135
- "precision": 0.9278,
136
- "recall": 0.9278,
137
- "f1-score": 0.9278,
138
  "support": 97
139
  },
140
  "FAX_NUMBER": {
141
- "precision": 0.8971,
142
- "recall": 0.9385,
143
- "f1-score": 0.9173,
144
  "support": 65
145
  },
146
  "FIRST_NAME": {
147
- "precision": 0.9964,
148
- "recall": 0.9808,
149
- "f1-score": 0.9885,
150
  "support": 835
151
  },
152
  "GENDER": {
153
- "precision": 0.9208,
154
- "recall": 0.9789,
155
- "f1-score": 0.949,
156
  "support": 95
157
  },
158
  "HEALTH_PLAN_BENEFICIARY_NUMBER": {
159
- "precision": 1.0,
160
- "recall": 0.9495,
161
- "f1-score": 0.9741,
162
  "support": 99
163
  },
164
  "HTTP_COOKIE": {
165
- "precision": 0.9825,
166
- "recall": 0.9492,
167
- "f1-score": 0.9655,
168
  "support": 59
169
  },
170
  "IPADDRESS": {
171
  "precision": 1.0,
172
- "recall": 0.975,
173
- "f1-score": 0.9873,
174
  "support": 80
175
  },
176
  "LANGUAGE": {
177
- "precision": 0.9524,
178
- "recall": 0.9677,
179
- "f1-score": 0.96,
180
  "support": 62
181
  },
182
  "LAST_NAME": {
183
- "precision": 0.9874,
184
- "recall": 0.9945,
185
- "f1-score": 0.9909,
186
  "support": 550
187
  },
188
  "LICENSE_PLATE": {
189
- "precision": 0.9804,
190
- "recall": 1.0,
191
- "f1-score": 0.9901,
192
  "support": 50
193
  },
194
  "MAC_ADDRESS": {
195
  "precision": 1.0,
196
- "recall": 0.9583,
197
- "f1-score": 0.9787,
198
  "support": 48
199
  },
200
  "MEDICAL_RECORD_NUMBER": {
201
- "precision": 0.9829,
202
- "recall": 1.0,
203
- "f1-score": 0.9914,
204
  "support": 115
205
  },
206
  "OCCUPATION": {
207
- "precision": 0.9042,
208
- "recall": 0.5975,
209
- "f1-score": 0.7195,
210
  "support": 395
211
  },
212
  "PASSWORD": {
213
- "precision": 0.9844,
214
- "recall": 0.9403,
215
- "f1-score": 0.9618,
216
  "support": 67
217
  },
218
  "PHONE_NUMBER": {
219
- "precision": 0.9757,
220
- "recall": 0.9663,
221
- "f1-score": 0.971,
222
  "support": 208
223
  },
224
  "PIN": {
225
- "precision": 0.931,
226
- "recall": 0.8438,
227
- "f1-score": 0.8852,
228
  "support": 64
229
  },
230
  "POLITICAL_VIEW": {
231
- "precision": 0.8696,
232
- "recall": 0.9524,
233
- "f1-score": 0.9091,
234
  "support": 63
235
  },
236
  "POSTCODE": {
237
- "precision": 0.9516,
238
- "recall": 0.9833,
239
- "f1-score": 0.9672,
240
  "support": 60
241
  },
242
  "RACE_ETHNICITY": {
243
  "precision": 1.0,
244
- "recall": 0.9906,
245
- "f1-score": 0.9953,
246
  "support": 106
247
  },
248
  "RELIGIOUS_BELIEF": {
249
- "precision": 0.88,
250
- "recall": 0.8,
251
- "f1-score": 0.8381,
252
  "support": 55
253
  },
254
  "SEXUALITY": {
255
- "precision": 0.8684,
256
- "recall": 1.0,
257
- "f1-score": 0.9296,
258
  "support": 33
259
  },
260
  "SSN": {
261
- "precision": 0.9892,
262
- "recall": 1.0,
263
- "f1-score": 0.9946,
264
  "support": 92
265
  },
266
  "STATE": {
267
- "precision": 0.9683,
268
- "recall": 0.9531,
269
- "f1-score": 0.9606,
270
  "support": 192
271
  },
272
  "STREET_ADDRESS": {
273
- "precision": 0.9882,
274
- "recall": 0.9941,
275
- "f1-score": 0.9912,
276
  "support": 169
277
  },
278
  "SWIFT_BIC": {
279
- "precision": 0.9574,
280
- "recall": 1.0,
281
- "f1-score": 0.9783,
282
  "support": 45
283
  },
284
  "TAX_ID": {
285
- "precision": 0.9091,
286
- "recall": 0.9091,
287
- "f1-score": 0.9091,
288
  "support": 11
289
  },
290
  "TIME": {
291
- "precision": 0.9492,
292
- "recall": 0.7249,
293
- "f1-score": 0.822,
294
  "support": 309
295
  },
296
  "UNIQUE_ID": {
297
- "precision": 0.8333,
298
- "recall": 0.9091,
299
- "f1-score": 0.8696,
300
  "support": 11
301
  },
302
  "URL": {
303
  "precision": 1.0,
304
- "recall": 0.9736,
305
- "f1-score": 0.9866,
306
  "support": 379
307
  },
308
  "USER_NAME": {
309
- "precision": 0.9699,
310
- "recall": 0.9348,
311
- "f1-score": 0.952,
312
  "support": 138
313
  },
314
  "VEHICLE_IDENTIFIER": {
315
  "precision": 1.0,
316
- "recall": 1.0,
317
- "f1-score": 1.0,
318
  "support": 51
319
  },
320
  "OVERALL_MICRO": {
321
- "precision": 0.9744,
322
- "recall": 0.9367,
323
- "f1-score": 0.9552,
324
  "support": 8323
325
  },
326
  "OVERALL_MACRO": {
327
- "precision": 0.9651,
328
- "recall": 0.9487,
329
- "f1-score": 0.9556,
330
  "support": 8323
331
  },
332
  "OVERALL_WEIGHTED": {
333
- "precision": 0.9733,
334
- "recall": 0.9367,
335
- "f1-score": 0.9527,
336
  "support": 8323
337
  }
338
  }
 
1
  {
2
  "ACCOUNT_NUMBER": {
3
+ "precision": 0.9686,
4
+ "recall": 0.875,
5
+ "f1-score": 0.9194,
6
  "support": 176
7
  },
8
  "AGE": {
9
+ "precision": 0.9405,
10
+ "recall": 0.8404,
11
+ "f1-score": 0.8876,
12
  "support": 94
13
  },
14
  "API_KEY": {
15
  "precision": 1.0,
16
+ "recall": 0.8571,
17
+ "f1-score": 0.9231,
18
  "support": 28
19
  },
20
  "BANK_ROUTING_NUMBER": {
21
+ "precision": 0.9792,
22
+ "recall": 0.9307,
23
+ "f1-score": 0.9543,
24
  "support": 101
25
  },
26
  "BIOMETRIC_IDENTIFIER": {
27
+ "precision": 0.9787,
28
+ "recall": 0.8846,
29
+ "f1-score": 0.9293,
30
  "support": 104
31
  },
32
  "BLOOD_TYPE": {
33
  "precision": 1.0,
34
+ "recall": 0.8868,
35
+ "f1-score": 0.94,
36
  "support": 53
37
  },
38
  "CERTIFICATE_LICENSE_NUMBER": {
39
  "precision": 1.0,
40
+ "recall": 0.9167,
41
+ "f1-score": 0.9565,
42
  "support": 72
43
  },
44
  "CITY": {
45
+ "precision": 0.9714,
46
+ "recall": 0.8774,
47
+ "f1-score": 0.922,
48
  "support": 155
49
  },
50
  "COMPANY_NAME": {
51
+ "precision": 0.9696,
52
+ "recall": 0.845,
53
+ "f1-score": 0.903,
54
  "support": 529
55
  },
56
  "COORDINATE": {
57
+ "precision": 0.9765,
58
+ "recall": 0.9022,
59
+ "f1-score": 0.9379,
60
  "support": 92
61
  },
62
  "COUNTRY": {
63
+ "precision": 0.984,
64
+ "recall": 0.902,
65
+ "f1-score": 0.9412,
66
  "support": 204
67
  },
68
  "COUNTY": {
69
  "precision": 1.0,
70
+ "recall": 0.8743,
71
+ "f1-score": 0.9329,
72
  "support": 167
73
  },
74
  "CREDIT_DEBIT_CARD": {
75
  "precision": 1.0,
76
+ "recall": 0.8905,
77
+ "f1-score": 0.9421,
78
  "support": 137
79
  },
80
  "CUSTOMER_ID": {
81
+ "precision": 0.9752,
82
+ "recall": 0.9181,
83
+ "f1-score": 0.9458,
84
  "support": 171
85
  },
86
  "CVV": {
87
  "precision": 1.0,
88
+ "recall": 0.9091,
89
+ "f1-score": 0.9524,
90
  "support": 55
91
  },
92
  "DATE": {
93
+ "precision": 0.9665,
94
+ "recall": 0.8467,
95
+ "f1-score": 0.9026,
96
  "support": 750
97
  },
98
  "DATE_OF_BIRTH": {
99
+ "precision": 0.9746,
100
+ "recall": 0.92,
101
+ "f1-score": 0.9465,
102
  "support": 125
103
  },
104
  "DATE_TIME": {
105
+ "precision": 0.925,
106
+ "recall": 0.7789,
107
+ "f1-score": 0.8457,
108
  "support": 95
109
  },
110
  "DEVICE_IDENTIFIER": {
111
  "precision": 1.0,
112
+ "recall": 0.8333,
113
+ "f1-score": 0.9091,
114
  "support": 18
115
  },
116
  "EDUCATION_LEVEL": {
117
+ "precision": 0.9615,
118
+ "recall": 0.8197,
119
+ "f1-score": 0.885,
120
  "support": 122
121
  },
122
  "EMAIL": {
123
+ "precision": 0.9971,
124
+ "recall": 0.8878,
125
+ "f1-score": 0.9393,
126
  "support": 392
127
  },
128
  "EMPLOYEE_ID": {
129
+ "precision": 0.9697,
130
+ "recall": 0.8,
131
+ "f1-score": 0.8767,
132
  "support": 80
133
  },
134
  "EMPLOYMENT_STATUS": {
135
+ "precision": 0.9213,
136
+ "recall": 0.8454,
137
+ "f1-score": 0.8817,
138
  "support": 97
139
  },
140
  "FAX_NUMBER": {
141
+ "precision": 0.9016,
142
+ "recall": 0.8462,
143
+ "f1-score": 0.873,
144
  "support": 65
145
  },
146
  "FIRST_NAME": {
147
+ "precision": 0.9973,
148
+ "recall": 0.8898,
149
+ "f1-score": 0.9405,
150
  "support": 835
151
  },
152
  "GENDER": {
153
+ "precision": 0.9432,
154
+ "recall": 0.8737,
155
+ "f1-score": 0.9071,
156
  "support": 95
157
  },
158
  "HEALTH_PLAN_BENEFICIARY_NUMBER": {
159
+ "precision": 0.9884,
160
+ "recall": 0.8586,
161
+ "f1-score": 0.9189,
162
  "support": 99
163
  },
164
  "HTTP_COOKIE": {
165
+ "precision": 0.9808,
166
+ "recall": 0.8644,
167
+ "f1-score": 0.9189,
168
  "support": 59
169
  },
170
  "IPADDRESS": {
171
  "precision": 1.0,
172
+ "recall": 0.9,
173
+ "f1-score": 0.9474,
174
  "support": 80
175
  },
176
  "LANGUAGE": {
177
+ "precision": 0.9508,
178
+ "recall": 0.9355,
179
+ "f1-score": 0.9431,
180
  "support": 62
181
  },
182
  "LAST_NAME": {
183
+ "precision": 0.9844,
184
+ "recall": 0.9164,
185
+ "f1-score": 0.9492,
186
  "support": 550
187
  },
188
  "LICENSE_PLATE": {
189
+ "precision": 0.9787,
190
+ "recall": 0.92,
191
+ "f1-score": 0.9485,
192
  "support": 50
193
  },
194
  "MAC_ADDRESS": {
195
  "precision": 1.0,
196
+ "recall": 0.8542,
197
+ "f1-score": 0.9213,
198
  "support": 48
199
  },
200
  "MEDICAL_RECORD_NUMBER": {
201
+ "precision": 0.9817,
202
+ "recall": 0.9304,
203
+ "f1-score": 0.9554,
204
  "support": 115
205
  },
206
  "OCCUPATION": {
207
+ "precision": 0.9056,
208
+ "recall": 0.5342,
209
+ "f1-score": 0.672,
210
  "support": 395
211
  },
212
  "PASSWORD": {
213
+ "precision": 1.0,
214
+ "recall": 0.8507,
215
+ "f1-score": 0.9194,
216
  "support": 67
217
  },
218
  "PHONE_NUMBER": {
219
+ "precision": 0.9731,
220
+ "recall": 0.8702,
221
+ "f1-score": 0.9188,
222
  "support": 208
223
  },
224
  "PIN": {
225
+ "precision": 0.9259,
226
+ "recall": 0.7812,
227
+ "f1-score": 0.8475,
228
  "support": 64
229
  },
230
  "POLITICAL_VIEW": {
231
+ "precision": 0.8525,
232
+ "recall": 0.8254,
233
+ "f1-score": 0.8387,
234
  "support": 63
235
  },
236
  "POSTCODE": {
237
+ "precision": 0.9474,
238
+ "recall": 0.9,
239
+ "f1-score": 0.9231,
240
  "support": 60
241
  },
242
  "RACE_ETHNICITY": {
243
  "precision": 1.0,
244
+ "recall": 0.9151,
245
+ "f1-score": 0.9557,
246
  "support": 106
247
  },
248
  "RELIGIOUS_BELIEF": {
249
+ "precision": 0.8723,
250
+ "recall": 0.7455,
251
+ "f1-score": 0.8039,
252
  "support": 55
253
  },
254
  "SEXUALITY": {
255
+ "precision": 0.8611,
256
+ "recall": 0.9394,
257
+ "f1-score": 0.8986,
258
  "support": 33
259
  },
260
  "SSN": {
261
+ "precision": 0.9875,
262
+ "recall": 0.8587,
263
+ "f1-score": 0.9186,
264
  "support": 92
265
  },
266
  "STATE": {
267
+ "precision": 0.96,
268
+ "recall": 0.875,
269
+ "f1-score": 0.9155,
270
  "support": 192
271
  },
272
  "STREET_ADDRESS": {
273
+ "precision": 0.9936,
274
+ "recall": 0.9231,
275
+ "f1-score": 0.9571,
276
  "support": 169
277
  },
278
  "SWIFT_BIC": {
279
+ "precision": 0.975,
280
+ "recall": 0.8667,
281
+ "f1-score": 0.9176,
282
  "support": 45
283
  },
284
  "TAX_ID": {
285
+ "precision": 0.9,
286
+ "recall": 0.8182,
287
+ "f1-score": 0.8571,
288
  "support": 11
289
  },
290
  "TIME": {
291
+ "precision": 0.9486,
292
+ "recall": 0.657,
293
+ "f1-score": 0.7763,
294
  "support": 309
295
  },
296
  "UNIQUE_ID": {
297
+ "precision": 0.6923,
298
+ "recall": 0.8182,
299
+ "f1-score": 0.75,
300
  "support": 11
301
  },
302
  "URL": {
303
  "precision": 1.0,
304
+ "recall": 0.9129,
305
+ "f1-score": 0.9545,
306
  "support": 379
307
  },
308
  "USER_NAME": {
309
+ "precision": 0.9688,
310
+ "recall": 0.8986,
311
+ "f1-score": 0.9323,
312
  "support": 138
313
  },
314
  "VEHICLE_IDENTIFIER": {
315
  "precision": 1.0,
316
+ "recall": 0.9804,
317
+ "f1-score": 0.9901,
318
  "support": 51
319
  },
320
  "OVERALL_MICRO": {
321
+ "precision": 0.9728,
322
+ "recall": 0.855,
323
+ "f1-score": 0.9101,
324
  "support": 8323
325
  },
326
  "OVERALL_MACRO": {
327
+ "precision": 0.9609,
328
+ "recall": 0.8642,
329
+ "f1-score": 0.9084,
330
  "support": 8323
331
  },
332
  "OVERALL_WEIGHTED": {
333
+ "precision": 0.9717,
334
+ "recall": 0.855,
335
+ "f1-score": 0.9075,
336
  "support": 8323
337
  }
338
  }
nemotron/TokenBased-BERT/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a0d6ea66ae71453dbb57f2c3f9cacb33a8cfeabd101effec81be6d8b65229a74
3
  size 435925196
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8bc1b7f775e02b9d8f4403d95530a37791c8a8141cd9a650417a6c710973b2c6
3
  size 435925196
nemotron/TokenBased-BERT/predictions.json CHANGED
The diff for this file is too large to render. See raw diff
 
nemotron/TokenBased-BERT/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0177829520d218929a88f6460404a19799f7d93ba89980a581d9fc457b65241e
3
  size 5265
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:53c7da4a5b78d58cfdf3a5939dcd654154a4d459895a5779200068b75bfd4462
3
  size 5265