| Classification Report for Italian PII Detection | |
| Model: microsoft/deberta-v3-small | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 0.99 282 | |
| AGE 0.98 0.99 0.99 338 | |
| AMOUNT 0.99 0.97 0.98 116 | |
| BANKACCOUNT 0.99 1.00 1.00 306 | |
| BIC 1.00 1.00 1.00 77 | |
| BITCOINADDRESS 0.90 1.00 0.95 273 | |
| BUILDINGNUMBER 0.93 0.90 0.92 346 | |
| CITY 0.97 0.96 0.97 280 | |
| COUNTY 0.98 1.00 0.99 327 | |
| CREDITCARD 0.85 0.88 0.86 302 | |
| CREDITCARDISSUER 0.99 1.00 1.00 146 | |
| CURRENCY 0.61 0.90 0.73 187 | |
| CURRENCYCODE 0.93 0.95 0.94 85 | |
| CURRENCYNAME 0.17 0.05 0.08 97 | |
| CURRENCYSYMBOL 0.97 0.97 0.97 308 | |
| CVV 0.94 0.96 0.95 97 | |
| DATE 0.71 0.96 0.81 423 | |
| DATEOFBIRTH 0.88 0.50 0.63 327 | |
| EMAIL 0.99 1.00 1.00 423 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 168 | |
| EYECOLOR 0.99 0.98 0.99 108 | |
| FIRSTNAME 0.98 0.96 0.97 1623 | |
| GENDER 1.00 1.00 1.00 302 | |
| GPSCOORDINATES 1.00 1.00 1.00 223 | |
| HEIGHT 0.98 1.00 0.99 126 | |
| 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 0.98 1.00 0.99 279 | |
| LASTNAME 0.97 0.96 0.96 441 | |
| LITECOINADDRESS 1.00 0.65 0.79 83 | |
| MACADDRESS 0.99 1.00 1.00 114 | |
| MASKEDNUMBER 0.81 0.78 0.80 209 | |
| MIDDLENAME 0.86 0.96 0.91 310 | |
| OCCUPATION 0.99 0.99 0.99 323 | |
| ORDINALDIRECTION 1.00 1.00 1.00 152 | |
| ORGANIZATION 1.00 1.00 1.00 272 | |
| PASSWORD 1.00 1.00 1.00 286 | |
| PHONE 1.00 1.00 1.00 304 | |
| PIN 0.89 0.89 0.89 72 | |
| PREFIX 0.97 1.00 0.98 298 | |
| 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 0.98 0.98 332 | |
| 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 1.00 0.99 1.00 332 | |
| VIN 1.00 0.99 0.99 84 | |
| VRM 0.99 1.00 0.99 98 | |
| ZIPCODE 0.90 0.94 0.92 264 | |
| micro avg 0.95 0.96 0.96 15078 | |
| macro avg 0.94 0.95 0.94 15078 | |
| weighted avg 0.95 0.96 0.95 15078 | |