| Classification Report for French PII Detection | |
| Model: microsoft/BiomedNLP-BiomedELECTRA-base-uncased-abstract | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 1.00 360 | |
| AGE 0.96 0.99 0.97 389 | |
| AMOUNT 0.97 0.91 0.94 104 | |
| BANKACCOUNT 0.99 1.00 0.99 312 | |
| BIC 0.88 0.90 0.89 98 | |
| BITCOINADDRESS 0.90 1.00 0.95 318 | |
| BUILDINGNUMBER 0.96 0.87 0.91 396 | |
| CITY 0.89 0.85 0.87 329 | |
| COUNTY 0.97 0.98 0.98 382 | |
| CREDITCARD 0.60 0.97 0.74 382 | |
| CREDITCARDISSUER 0.97 1.00 0.98 210 | |
| CURRENCY 0.61 0.95 0.74 210 | |
| CURRENCYCODE 0.79 0.70 0.74 106 | |
| CURRENCYNAME 0.00 0.00 0.00 109 | |
| CURRENCYSYMBOL 0.95 0.98 0.96 355 | |
| CVV 0.91 0.99 0.95 83 | |
| DATE 0.71 0.94 0.81 598 | |
| DATEOFBIRTH 0.73 0.45 0.56 404 | |
| 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 0.92 0.92 0.92 1927 | |
| GENDER 1.00 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 0.92 0.99 0.95 336 | |
| JOBTITLE 0.99 1.00 0.99 329 | |
| LASTNAME 0.90 0.88 0.89 585 | |
| LITECOINADDRESS 1.00 0.66 0.80 110 | |
| MACADDRESS 1.00 1.00 1.00 145 | |
| MASKEDNUMBER 0.82 0.20 0.32 302 | |
| MIDDLENAME 0.80 0.77 0.79 374 | |
| OCCUPATION 0.97 0.99 0.98 382 | |
| ORDINALDIRECTION 1.00 1.00 1.00 185 | |
| ORGANIZATION 0.96 0.99 0.97 322 | |
| PASSWORD 0.98 0.98 0.98 393 | |
| PHONE 0.99 0.99 0.99 341 | |
| PIN 0.87 0.99 0.93 83 | |
| PREFIX 0.96 1.00 0.98 391 | |
| SECONDARYADDRESS 0.99 1.00 1.00 357 | |
| SEX 1.00 1.00 1.00 422 | |
| SSN 0.99 1.00 1.00 331 | |
| STATE 0.85 0.94 0.89 348 | |
| STREET 0.91 0.97 0.94 409 | |
| TIME 0.98 0.99 0.98 348 | |
| URL 1.00 1.00 1.00 364 | |
| USERAGENT 1.00 1.00 1.00 295 | |
| USERNAME 0.98 0.99 0.99 348 | |
| VIN 0.99 0.98 0.99 113 | |
| VRM 0.98 0.99 0.99 125 | |
| ZIPCODE 0.90 0.97 0.94 346 | |
| micro avg 0.92 0.93 0.93 18485 | |
| macro avg 0.92 0.92 0.91 18485 | |
| weighted avg 0.92 0.93 0.92 18485 | |