Classification Report for French PII Detection Model: distilbert/distilbert-base-multilingual-cased ============================================================ precision recall f1-score support ACCOUNTNAME 1.00 1.00 1.00 360 AGE 0.97 0.99 0.98 389 AMOUNT 0.98 0.97 0.98 104 BANKACCOUNT 0.99 1.00 1.00 312 BIC 1.00 0.99 0.99 98 BITCOINADDRESS 0.92 1.00 0.96 318 BUILDINGNUMBER 0.96 0.91 0.93 396 CITY 0.97 0.96 0.96 329 COUNTY 0.99 0.99 0.99 382 CREDITCARD 0.83 0.93 0.88 382 CREDITCARDISSUER 0.99 1.00 0.99 210 CURRENCY 0.64 0.97 0.77 210 CURRENCYCODE 0.99 0.92 0.96 106 CURRENCYNAME 0.00 0.00 0.00 109 CURRENCYSYMBOL 0.97 0.99 0.98 355 CVV 0.96 0.96 0.96 83 DATE 0.75 0.95 0.84 598 DATEOFBIRTH 0.85 0.53 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 0.97 0.98 1927 GENDER 1.00 1.00 1.00 412 GPSCOORDINATES 1.00 1.00 1.00 300 HEIGHT 0.99 1.00 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 0.98 1.00 0.99 329 LASTNAME 0.97 0.94 0.95 585 LITECOINADDRESS 0.99 0.76 0.86 110 MACADDRESS 1.00 1.00 1.00 145 MASKEDNUMBER 0.90 0.75 0.82 302 MIDDLENAME 0.90 0.98 0.94 374 OCCUPATION 0.99 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 0.99 0.99 341 PIN 0.92 0.98 0.95 83 PREFIX 0.98 0.98 0.98 391 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 0.99 0.99 409 TIME 1.00 1.00 1.00 348 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 0.98 0.98 0.98 113 VRM 0.97 0.99 0.98 125 ZIPCODE 0.91 0.95 0.93 346 micro avg 0.96 0.96 0.96 18485 macro avg 0.95 0.95 0.95 18485 weighted avg 0.96 0.96 0.96 18485