Classification Report for Italian PII Detection Model: FacebookAI/roberta-base ============================================================ precision recall f1-score support ACCOUNTNAME 0.99 1.00 1.00 282 AGE 0.97 0.99 0.98 338 AMOUNT 0.99 0.98 0.99 116 BANKACCOUNT 1.00 1.00 1.00 306 BIC 1.00 0.99 0.99 77 BITCOINADDRESS 0.91 0.99 0.95 273 BUILDINGNUMBER 0.92 0.93 0.93 346 CITY 0.97 0.95 0.96 280 COUNTY 0.98 1.00 0.99 327 CREDITCARD 0.83 0.74 0.78 302 CREDITCARDISSUER 1.00 1.00 1.00 146 CURRENCY 0.65 0.98 0.78 187 CURRENCYCODE 0.91 0.96 0.94 85 CURRENCYNAME 0.00 0.00 0.00 97 CURRENCYSYMBOL 0.97 0.99 0.98 308 CVV 0.96 0.97 0.96 97 DATE 0.70 0.96 0.81 423 DATEOFBIRTH 0.89 0.47 0.61 327 EMAIL 1.00 1.00 1.00 423 ETHEREUMADDRESS 1.00 1.00 1.00 168 EYECOLOR 0.99 0.99 0.99 108 FIRSTNAME 0.98 0.96 0.97 1623 GENDER 0.99 1.00 1.00 302 GPSCOORDINATES 1.00 1.00 1.00 223 HEIGHT 0.97 1.00 0.98 126 IBAN 0.99 1.00 0.99 230 IMEI 1.00 1.00 1.00 215 IPADDRESS 1.00 1.00 1.00 783 JOBDEPARTMENT 0.98 0.99 0.99 327 JOBTITLE 1.00 1.00 1.00 279 LASTNAME 0.96 0.96 0.96 441 LITECOINADDRESS 0.97 0.67 0.79 83 MACADDRESS 0.99 1.00 1.00 114 MASKEDNUMBER 0.68 0.78 0.72 209 MIDDLENAME 0.86 0.97 0.91 310 OCCUPATION 1.00 1.00 1.00 323 ORDINALDIRECTION 1.00 1.00 1.00 152 ORGANIZATION 1.00 1.00 1.00 271 PASSWORD 1.00 1.00 1.00 286 PHONE 0.99 1.00 1.00 303 PIN 0.94 0.93 0.94 72 PREFIX 0.97 1.00 0.99 298 SECONDARYADDRESS 0.99 1.00 0.99 316 SEX 1.00 1.00 1.00 338 SSN 1.00 1.00 1.00 259 STATE 0.97 0.99 0.98 294 STREET 0.98 0.99 0.99 332 TIME 0.99 0.99 0.99 296 URL 1.00 1.00 1.00 244 USERAGENT 1.00 1.00 1.00 233 USERNAME 1.00 0.99 1.00 332 VIN 1.00 0.98 0.99 84 VRM 0.98 1.00 0.99 98 ZIPCODE 0.92 0.92 0.92 264 micro avg 0.95 0.96 0.96 15076 macro avg 0.94 0.95 0.94 15076 weighted avg 0.95 0.96 0.95 15076