| Classification Report for French PII Detection |
| Model: answerdotai/ModernBERT-large |
| ============================================================ |
|
|
| precision recall f1-score support |
|
|
| ACCOUNTNAME 1.00 1.00 1.00 360 |
| AGE 0.98 0.99 0.99 389 |
| AMOUNT 0.99 0.99 0.99 104 |
| BANKACCOUNT 0.99 1.00 1.00 312 |
| BIC 1.00 1.00 1.00 98 |
| BITCOINADDRESS 0.96 0.98 0.97 318 |
| BUILDINGNUMBER 0.95 0.94 0.94 396 |
| CITY 0.98 0.96 0.97 329 |
| COUNTY 0.99 0.99 0.99 382 |
| CREDITCARD 0.88 0.93 0.91 382 |
| CREDITCARDISSUER 1.00 1.00 1.00 210 |
| CURRENCY 0.63 0.79 0.70 210 |
| CURRENCYCODE 0.97 0.96 0.97 106 |
| CURRENCYNAME 0.38 0.34 0.36 109 |
| CURRENCYSYMBOL 0.99 1.00 0.99 355 |
| CVV 0.95 0.96 0.96 83 |
| DATE 0.78 0.89 0.83 598 |
| DATEOFBIRTH 0.79 0.67 0.73 404 |
| EMAIL 1.00 1.00 1.00 495 |
| ETHEREUMADDRESS 1.00 1.00 1.00 236 |
| EYECOLOR 1.00 1.00 1.00 162 |
| FIRSTNAME 0.98 0.98 0.98 1927 |
| GENDER 0.99 1.00 1.00 412 |
| GPSCOORDINATES 1.00 1.00 1.00 300 |
| HEIGHT 0.99 0.99 0.99 155 |
| IBAN 0.99 1.00 1.00 273 |
| IMEI 1.00 1.00 1.00 304 |
| IPADDRESS 1.00 1.00 1.00 992 |
| JOBDEPARTMENT 0.99 0.99 0.99 336 |
| JOBTITLE 0.99 1.00 1.00 329 |
| LASTNAME 0.97 0.96 0.97 585 |
| LITECOINADDRESS 0.94 0.88 0.91 110 |
| MACADDRESS 1.00 1.00 1.00 145 |
| MASKEDNUMBER 0.90 0.84 0.87 302 |
| MIDDLENAME 0.94 0.95 0.94 374 |
| OCCUPATION 1.00 0.99 1.00 382 |
| ORDINALDIRECTION 1.00 1.00 1.00 185 |
| ORGANIZATION 0.98 1.00 0.99 322 |
| PASSWORD 0.99 0.98 0.99 393 |
| PHONE 0.99 1.00 1.00 341 |
| PIN 0.94 0.96 0.95 83 |
| PREFIX 0.99 0.99 0.99 391 |
| SECONDARYADDRESS 1.00 1.00 1.00 357 |
| SEX 1.00 1.00 1.00 422 |
| SSN 1.00 1.00 1.00 331 |
| STATE 0.99 0.99 0.99 348 |
| STREET 0.98 0.98 0.98 409 |
| TIME 1.00 0.99 0.99 348 |
| URL 1.00 1.00 1.00 364 |
| USERAGENT 1.00 1.00 1.00 295 |
| USERNAME 1.00 1.00 1.00 348 |
| VIN 1.00 1.00 1.00 113 |
| VRM 1.00 0.98 0.99 125 |
| ZIPCODE 0.95 0.95 0.95 346 |
|
|
| micro avg 0.96 0.97 0.97 18485 |
| macro avg 0.96 0.96 0.96 18485 |
| weighted avg 0.96 0.97 0.97 18485 |
|
|