| Classification Report for Italian PII Detection | |
| Model: distilbert/distilroberta-base | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 0.99 282 | |
| AGE 0.97 0.98 0.97 338 | |
| 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 0.91 1.00 0.95 273 | |
| BUILDINGNUMBER 0.89 0.93 0.91 346 | |
| CITY 0.96 0.91 0.93 280 | |
| COUNTY 0.97 0.99 0.98 327 | |
| CREDITCARD 0.66 0.88 0.75 302 | |
| CREDITCARDISSUER 1.00 1.00 1.00 146 | |
| CURRENCY 0.64 0.98 0.78 187 | |
| CURRENCYCODE 0.89 0.94 0.91 85 | |
| CURRENCYNAME 0.00 0.00 0.00 97 | |
| CURRENCYSYMBOL 0.96 0.97 0.96 308 | |
| CVV 0.95 0.98 0.96 97 | |
| DATE 0.65 0.93 0.77 423 | |
| DATEOFBIRTH 0.78 0.39 0.52 327 | |
| EMAIL 1.00 1.00 1.00 423 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 168 | |
| EYECOLOR 0.99 1.00 1.00 108 | |
| FIRSTNAME 0.95 0.94 0.95 1623 | |
| GENDER 0.99 1.00 0.99 302 | |
| GPSCOORDINATES 1.00 1.00 1.00 223 | |
| HEIGHT 0.98 1.00 0.99 126 | |
| IBAN 0.97 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 0.97 0.99 0.98 279 | |
| LASTNAME 0.94 0.93 0.93 441 | |
| LITECOINADDRESS 1.00 0.67 0.81 83 | |
| MACADDRESS 0.99 1.00 1.00 114 | |
| MASKEDNUMBER 0.66 0.33 0.44 209 | |
| MIDDLENAME 0.78 0.89 0.83 310 | |
| OCCUPATION 0.99 0.99 0.99 323 | |
| ORDINALDIRECTION 1.00 1.00 1.00 152 | |
| ORGANIZATION 0.99 1.00 0.99 271 | |
| PASSWORD 0.99 1.00 0.99 286 | |
| PHONE 0.98 0.99 0.98 303 | |
| PIN 0.89 0.79 0.84 72 | |
| PREFIX 0.97 1.00 0.99 298 | |
| SECONDARYADDRESS 0.98 1.00 0.99 316 | |
| SEX 1.00 1.00 1.00 338 | |
| SSN 0.98 1.00 0.99 259 | |
| STATE 0.95 0.98 0.96 294 | |
| STREET 0.95 0.98 0.97 332 | |
| TIME 0.97 0.99 0.98 296 | |
| URL 1.00 1.00 1.00 244 | |
| USERAGENT 1.00 1.00 1.00 233 | |
| USERNAME 0.99 0.99 0.99 332 | |
| VIN 0.99 0.96 0.98 84 | |
| VRM 0.98 1.00 0.99 98 | |
| ZIPCODE 0.90 0.89 0.90 264 | |
| micro avg 0.93 0.94 0.94 15076 | |
| macro avg 0.92 0.93 0.92 15076 | |
| weighted avg 0.93 0.94 0.93 15076 | |