| Classification Report for Italian PII Detection | |
| Model: distilbert/distilbert-base-multilingual-cased | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 0.99 282 | |
| AGE 0.97 0.99 0.98 338 | |
| AMOUNT 1.00 0.97 0.99 116 | |
| BANKACCOUNT 0.99 1.00 1.00 306 | |
| BIC 0.99 0.97 0.98 77 | |
| BITCOINADDRESS 0.90 1.00 0.95 273 | |
| BUILDINGNUMBER 0.93 0.92 0.92 346 | |
| CITY 0.94 0.92 0.93 280 | |
| COUNTY 0.96 0.99 0.98 327 | |
| CREDITCARD 0.85 0.80 0.82 302 | |
| CREDITCARDISSUER 0.99 1.00 1.00 146 | |
| CURRENCY 0.64 0.95 0.76 187 | |
| CURRENCYCODE 0.95 0.94 0.95 85 | |
| CURRENCYNAME 0.14 0.01 0.02 97 | |
| CURRENCYSYMBOL 0.96 0.98 0.97 308 | |
| CVV 0.91 0.96 0.93 97 | |
| DATE 0.71 0.93 0.80 423 | |
| DATEOFBIRTH 0.80 0.54 0.64 327 | |
| EMAIL 0.99 1.00 1.00 424 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 168 | |
| EYECOLOR 0.99 0.98 0.99 108 | |
| FIRSTNAME 0.97 0.96 0.97 1623 | |
| GENDER 0.99 0.99 0.99 302 | |
| 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 0.99 1.00 0.99 280 | |
| LASTNAME 0.95 0.94 0.95 442 | |
| LITECOINADDRESS 1.00 0.61 0.76 83 | |
| MACADDRESS 0.99 0.99 0.99 114 | |
| MASKEDNUMBER 0.73 0.79 0.76 209 | |
| MIDDLENAME 0.85 0.96 0.90 310 | |
| OCCUPATION 0.99 0.99 0.99 323 | |
| ORDINALDIRECTION 1.00 1.00 1.00 152 | |
| ORGANIZATION 0.99 1.00 0.99 274 | |
| PASSWORD 1.00 1.00 1.00 286 | |
| PHONE 1.00 0.99 0.99 304 | |
| PIN 0.90 0.86 0.88 72 | |
| PREFIX 0.97 1.00 0.99 298 | |
| SECONDARYADDRESS 0.99 1.00 1.00 316 | |
| SEX 1.00 1.00 1.00 338 | |
| SSN 0.99 1.00 0.99 259 | |
| STATE 0.98 0.99 0.98 294 | |
| STREET 0.96 0.97 0.97 332 | |
| TIME 0.98 0.99 0.98 297 | |
| URL 1.00 1.00 1.00 244 | |
| USERAGENT 1.00 1.00 1.00 233 | |
| USERNAME 1.00 0.99 0.99 332 | |
| VIN 1.00 1.00 1.00 84 | |
| VRM 0.98 1.00 0.99 98 | |
| ZIPCODE 0.92 0.92 0.92 264 | |
| micro avg 0.95 0.96 0.95 15084 | |
| macro avg 0.94 0.94 0.94 15084 | |
| weighted avg 0.95 0.96 0.95 15084 | |