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Auto-upload CRF fine-tuned google-bert-bert-base-multilingual-cased-CRF

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Files changed (5) hide show
  1. google-bert-bert-base-multilingual-cased-CRF/classification_report.txt +56 -0
  2. google-bert-bert-base-multilingual-cased-CRF/config.json +240 -0
  3. google-bert-bert-base-multilingual-cased-CRF/pytorch_model.bin +3 -0
  4. google-bert-bert-base-multilingual-cased-CRF/tokenizer.json +0 -0
  5. google-bert-bert-base-multilingual-cased-CRF/tokenizer_config.json +15 -0
google-bert-bert-base-multilingual-cased-CRF/classification_report.txt ADDED
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+ precision recall f1-score support
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+
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+ ACCOUNTNAME 0.96 0.99 0.98 242
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+ ACCOUNTNUMBER 1.00 0.99 0.99 266
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+ AGE 0.95 0.97 0.96 847
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+ AMOUNT 0.91 0.97 0.94 309
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+ BIC 0.98 0.98 0.98 63
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+ BITCOINADDRESS 0.97 1.00 0.98 161
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+ BUILDINGNUMBER 0.98 0.98 0.98 1471
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+ CITY 0.97 0.99 0.98 1723
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+ COMPANYNAME 0.98 1.00 0.99 251
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+ COUNTY 0.98 0.99 0.98 221
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+ CREDITCARDCVV 0.97 0.96 0.97 73
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+ CREDITCARDISSUER 0.99 1.00 0.99 135
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+ CREDITCARDNUMBER 0.92 0.98 0.95 365
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+ DATE 0.95 0.98 0.96 1606
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+ DOB 0.78 0.75 0.76 245
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+ DRIVERLICENSENUM 0.96 0.79 0.87 264
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+ EMAIL 1.00 1.00 1.00 1583
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+ ETHEREUMADDRESS 1.00 1.00 1.00 102
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+ EYECOLOR 0.99 0.99 0.99 73
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+ FIRSTNAME 0.93 0.94 0.94 9837
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+ GENDER 0.99 1.00 1.00 1011
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+ HEIGHT 0.99 1.00 0.99 67
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+ IBAN 1.00 1.00 1.00 188
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+ IPADDRESS 1.00 1.00 1.00 549
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+ JOBAREA 0.97 0.98 0.97 237
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+ JOBTYPE 0.98 0.99 0.98 208
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+ LITECOINADDRESS 0.96 0.89 0.93 57
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+ MASKEDNUMBER 0.97 0.90 0.93 250
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+ MIDDLENAME 0.81 0.92 0.86 275
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+ NEARBYGPSCOORDINATE 1.00 1.00 1.00 212
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+ ORDINALDIRECTION 0.97 0.96 0.96 93
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+ PASSPORTNUM 0.89 0.98 0.93 355
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+ PASSWORD 0.99 1.00 0.99 201
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+ PHONEIMEI 0.99 0.99 0.99 187
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+ PHONENUMBER 1.00 1.00 1.00 1704
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+ PIN 0.93 0.92 0.93 74
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+ PREFIX 0.97 0.99 0.98 1453
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+ SSN/CCCD 0.93 0.95 0.94 1167
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+ STATE 0.96 0.98 0.97 224
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+ STREET 0.99 0.99 0.99 1576
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+ TAXNUM 0.94 0.92 0.93 284
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+ TIME 0.99 1.00 1.00 2131
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+ URL 1.00 1.00 1.00 330
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+ USERAGENT 0.99 1.00 1.00 151
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+ USERNAME 0.98 0.99 0.99 259
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+ VEHICLEVIN 1.00 1.00 1.00 70
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+ VEHICLEVRM 0.96 1.00 0.98 71
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+
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+ micro avg 0.95 0.96 0.95 38074
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+ macro avg 0.96 0.97 0.97 38074
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+ weighted avg 0.95 0.96 0.95 38074
google-bert-bert-base-multilingual-cased-CRF/config.json ADDED
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+ {
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+ "9": "B-BIC",
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+ "57": "B-MASKEDNUMBER",
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+ "is_decoder": false,
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+ "label2id": {
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+ }
google-bert-bert-base-multilingual-cased-CRF/pytorch_model.bin ADDED
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google-bert-bert-base-multilingual-cased-CRF/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
google-bert-bert-base-multilingual-cased-CRF/tokenizer_config.json ADDED
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