| Classification Report for French PII Detection | |
| Model: microsoft/deberta-v3-base | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 1.00 1.00 1.00 360 | |
| AGE 0.97 0.99 0.98 389 | |
| AMOUNT 1.00 0.97 0.99 104 | |
| BANKACCOUNT 0.99 1.00 1.00 312 | |
| BIC 0.99 0.99 0.99 98 | |
| BITCOINADDRESS 0.94 0.96 0.95 318 | |
| BUILDINGNUMBER 0.97 0.92 0.94 396 | |
| CITY 0.99 0.98 0.99 329 | |
| COUNTY 0.99 0.99 0.99 382 | |
| CREDITCARD 0.88 0.91 0.89 382 | |
| CREDITCARDISSUER 1.00 1.00 1.00 210 | |
| CURRENCY 0.65 0.97 0.78 210 | |
| CURRENCYCODE 0.99 0.97 0.98 106 | |
| CURRENCYNAME 0.26 0.05 0.08 109 | |
| CURRENCYSYMBOL 1.00 1.00 1.00 355 | |
| CVV 0.96 0.99 0.98 83 | |
| DATE 0.74 0.97 0.84 598 | |
| DATEOFBIRTH 0.90 0.51 0.65 404 | |
| 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 1.00 1.00 1.00 412 | |
| GPSCOORDINATES 1.00 1.00 1.00 300 | |
| HEIGHT 1.00 1.00 1.00 155 | |
| IBAN 1.00 1.00 1.00 273 | |
| IMEI 0.99 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 0.99 329 | |
| LASTNAME 0.99 0.96 0.97 585 | |
| LITECOINADDRESS 0.88 0.83 0.85 110 | |
| MACADDRESS 1.00 1.00 1.00 145 | |
| MASKEDNUMBER 0.87 0.84 0.86 302 | |
| MIDDLENAME 0.92 0.98 0.95 374 | |
| OCCUPATION 1.00 0.99 0.99 382 | |
| ORDINALDIRECTION 1.00 1.00 1.00 185 | |
| ORGANIZATION 0.98 0.99 0.98 322 | |
| PASSWORD 1.00 1.00 1.00 393 | |
| PHONE 0.99 1.00 1.00 341 | |
| PIN 0.98 0.98 0.98 83 | |
| PREFIX 0.98 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 0.99 0.99 0.99 409 | |
| 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 0.98 0.99 113 | |
| VRM 0.98 1.00 0.99 125 | |
| ZIPCODE 0.93 0.97 0.95 346 | |
| micro avg 0.97 0.97 0.97 18485 | |
| macro avg 0.96 0.96 0.95 18485 | |
| weighted avg 0.97 0.97 0.96 18485 | |