| Classification Report for French PII Detection |
| Model: microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext |
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| precision recall f1-score support |
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| ACCOUNTNAME 0.99 0.99 0.99 360 |
| AGE 0.96 0.99 0.98 389 |
| AMOUNT 0.97 0.91 0.94 104 |
| BANKACCOUNT 0.98 1.00 0.99 312 |
| BIC 0.96 0.90 0.93 98 |
| BITCOINADDRESS 0.90 1.00 0.95 318 |
| BUILDINGNUMBER 0.96 0.92 0.94 396 |
| CITY 0.90 0.88 0.89 329 |
| COUNTY 0.96 0.99 0.97 382 |
| CREDITCARD 0.77 0.92 0.84 382 |
| CREDITCARDISSUER 0.99 1.00 1.00 210 |
| CURRENCY 0.62 0.95 0.75 210 |
| CURRENCYCODE 0.81 0.68 0.74 106 |
| CURRENCYNAME 0.00 0.00 0.00 109 |
| CURRENCYSYMBOL 0.92 0.98 0.95 355 |
| CVV 0.92 0.98 0.95 83 |
| DATE 0.73 0.95 0.82 598 |
| DATEOFBIRTH 0.84 0.48 0.61 404 |
| EMAIL 0.99 1.00 1.00 495 |
| ETHEREUMADDRESS 1.00 1.00 1.00 236 |
| EYECOLOR 0.99 1.00 1.00 162 |
| FIRSTNAME 0.89 0.94 0.92 1927 |
| GENDER 0.99 1.00 0.99 412 |
| GPSCOORDINATES 1.00 1.00 1.00 300 |
| HEIGHT 0.99 0.99 0.99 155 |
| IBAN 0.99 1.00 0.99 273 |
| IMEI 1.00 1.00 1.00 304 |
| IPADDRESS 1.00 1.00 1.00 992 |
| JOBDEPARTMENT 0.95 0.98 0.96 336 |
| JOBTITLE 0.99 1.00 0.99 329 |
| LASTNAME 0.88 0.88 0.88 585 |
| LITECOINADDRESS 0.99 0.69 0.81 110 |
| MACADDRESS 0.98 1.00 0.99 145 |
| MASKEDNUMBER 0.86 0.65 0.74 302 |
| MIDDLENAME 0.76 0.57 0.65 374 |
| OCCUPATION 0.96 0.99 0.97 382 |
| ORDINALDIRECTION 1.00 1.00 1.00 185 |
| ORGANIZATION 0.98 1.00 0.99 322 |
| PASSWORD 0.98 0.99 0.98 393 |
| PHONE 0.99 1.00 0.99 341 |
| PIN 0.93 0.98 0.95 83 |
| PREFIX 0.97 0.98 0.98 391 |
| SECONDARYADDRESS 0.99 1.00 0.99 357 |
| SEX 1.00 1.00 1.00 422 |
| SSN 1.00 1.00 1.00 331 |
| STATE 0.92 0.95 0.94 348 |
| STREET 0.94 0.96 0.95 409 |
| TIME 0.99 0.99 0.99 348 |
| URL 1.00 1.00 1.00 364 |
| USERAGENT 1.00 1.00 1.00 295 |
| USERNAME 0.99 0.99 0.99 348 |
| VIN 1.00 0.97 0.99 113 |
| VRM 0.97 1.00 0.98 125 |
| ZIPCODE 0.93 0.95 0.94 346 |
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| micro avg 0.93 0.94 0.94 18485 |
| macro avg 0.93 0.93 0.92 18485 |
| weighted avg 0.93 0.94 0.93 18485 |
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