| Classification Report for Italian PII Detection | |
| Model: answerdotai/ModernBERT-base | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 1.00 282 | |
| AGE 0.99 0.97 0.98 338 | |
| AMOUNT 0.96 0.91 0.94 116 | |
| BANKACCOUNT 0.99 1.00 0.99 306 | |
| BIC 0.99 0.96 0.97 77 | |
| BITCOINADDRESS 0.92 1.00 0.96 273 | |
| BUILDINGNUMBER 0.91 0.89 0.90 346 | |
| CITY 0.94 0.89 0.91 280 | |
| COUNTY 0.97 0.97 0.97 327 | |
| CREDITCARD 0.83 0.82 0.83 302 | |
| CREDITCARDISSUER 1.00 0.99 0.99 146 | |
| CURRENCY 0.56 0.73 0.63 187 | |
| CURRENCYCODE 0.92 0.92 0.92 85 | |
| CURRENCYNAME 0.23 0.21 0.22 97 | |
| CURRENCYSYMBOL 0.97 0.98 0.98 308 | |
| CVV 0.96 0.91 0.93 97 | |
| DATE 0.67 0.80 0.73 423 | |
| DATEOFBIRTH 0.63 0.57 0.60 327 | |
| EMAIL 0.99 1.00 1.00 423 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 168 | |
| EYECOLOR 0.99 0.95 0.97 108 | |
| FIRSTNAME 0.94 0.95 0.94 1623 | |
| GENDER 0.99 0.99 0.99 302 | |
| GPSCOORDINATES 1.00 1.00 1.00 223 | |
| HEIGHT 0.97 0.97 0.97 126 | |
| 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 0.98 0.98 327 | |
| JOBTITLE 0.99 1.00 0.99 279 | |
| LASTNAME 0.94 0.90 0.92 441 | |
| LITECOINADDRESS 0.95 0.72 0.82 83 | |
| MACADDRESS 0.99 0.99 0.99 114 | |
| MASKEDNUMBER 0.75 0.76 0.75 209 | |
| MIDDLENAME 0.87 0.90 0.88 310 | |
| OCCUPATION 0.99 0.99 0.99 323 | |
| ORDINALDIRECTION 1.00 1.00 1.00 152 | |
| ORGANIZATION 0.97 0.99 0.98 272 | |
| PASSWORD 0.98 0.94 0.96 286 | |
| PHONE 0.97 0.98 0.97 303 | |
| PIN 0.87 0.90 0.88 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 0.99 0.99 0.99 259 | |
| STATE 0.93 0.96 0.95 294 | |
| STREET 0.92 0.93 0.93 332 | |
| TIME 0.97 0.98 0.97 296 | |
| URL 1.00 1.00 1.00 244 | |
| USERAGENT 1.00 1.00 1.00 233 | |
| USERNAME 0.98 0.97 0.98 332 | |
| VIN 1.00 0.98 0.99 84 | |
| VRM 0.97 0.98 0.97 98 | |
| ZIPCODE 0.87 0.91 0.89 264 | |
| micro avg 0.93 0.94 0.94 15077 | |
| macro avg 0.93 0.93 0.93 15077 | |
| weighted avg 0.93 0.94 0.94 15077 | |