| Classification Report for Italian PII Detection | |
| Model: BAAI/bge-m3 | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 0.99 282 | |
| AGE 0.98 0.99 0.99 338 | |
| AMOUNT 0.98 1.00 0.99 116 | |
| BANKACCOUNT 1.00 1.00 1.00 306 | |
| BIC 1.00 1.00 1.00 77 | |
| BITCOINADDRESS 0.92 0.98 0.95 273 | |
| BUILDINGNUMBER 0.95 0.96 0.96 346 | |
| CITY 0.97 0.94 0.96 280 | |
| COUNTY 0.98 0.99 0.99 327 | |
| CREDITCARD 0.88 0.96 0.92 302 | |
| CREDITCARDISSUER 1.00 1.00 1.00 146 | |
| CURRENCY 0.72 0.82 0.77 187 | |
| CURRENCYCODE 0.99 1.00 0.99 85 | |
| CURRENCYNAME 0.56 0.47 0.51 97 | |
| CURRENCYSYMBOL 0.98 0.99 0.98 308 | |
| CVV 0.99 1.00 0.99 97 | |
| DATE 0.75 0.95 0.84 424 | |
| DATEOFBIRTH 0.86 0.61 0.71 327 | |
| EMAIL 1.00 1.00 1.00 424 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 168 | |
| EYECOLOR 1.00 0.99 1.00 108 | |
| FIRSTNAME 0.98 0.97 0.98 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 1.00 230 | |
| IMEI 1.00 1.00 1.00 215 | |
| IPADDRESS 1.00 1.00 1.00 783 | |
| JOBDEPARTMENT 0.99 0.99 0.99 327 | |
| JOBTITLE 1.00 1.00 1.00 280 | |
| LASTNAME 0.97 0.96 0.97 442 | |
| LITECOINADDRESS 0.91 0.71 0.80 83 | |
| MACADDRESS 0.99 1.00 1.00 114 | |
| MASKEDNUMBER 0.93 0.80 0.86 209 | |
| MIDDLENAME 0.89 1.00 0.94 310 | |
| OCCUPATION 1.00 1.00 1.00 323 | |
| ORDINALDIRECTION 1.00 1.00 1.00 152 | |
| ORGANIZATION 1.00 1.00 1.00 274 | |
| PASSWORD 1.00 1.00 1.00 286 | |
| PHONE 1.00 1.00 1.00 305 | |
| PIN 0.97 0.97 0.97 72 | |
| PREFIX 0.97 1.00 0.98 298 | |
| SECONDARYADDRESS 0.99 1.00 1.00 316 | |
| SEX 1.00 1.00 1.00 338 | |
| SSN 1.00 1.00 1.00 259 | |
| STATE 0.98 1.00 0.99 294 | |
| STREET 0.98 0.99 0.99 332 | |
| TIME 0.99 1.00 0.99 297 | |
| URL 1.00 1.00 1.00 244 | |
| USERAGENT 0.99 1.00 0.99 233 | |
| USERNAME 1.00 1.00 1.00 332 | |
| VIN 1.00 0.99 0.99 84 | |
| VRM 0.98 1.00 0.99 98 | |
| ZIPCODE 0.95 0.94 0.95 264 | |
| micro avg 0.97 0.97 0.97 15086 | |
| macro avg 0.96 0.96 0.96 15086 | |
| weighted avg 0.97 0.97 0.97 15086 | |