| Classification Report for Italian PII Detection | |
| Model: intfloat/e5-small-v2 | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 0.99 282 | |
| AGE 0.95 0.98 0.96 338 | |
| AMOUNT 0.00 0.00 0.00 116 | |
| BANKACCOUNT 0.76 1.00 0.86 306 | |
| BIC 0.00 0.00 0.00 77 | |
| BITCOINADDRESS 0.74 1.00 0.85 273 | |
| BUILDINGNUMBER 0.57 0.89 0.69 346 | |
| CITY 0.70 0.68 0.69 280 | |
| COUNTY 0.75 0.96 0.84 327 | |
| CREDITCARD 0.58 1.00 0.73 302 | |
| CREDITCARDISSUER 0.99 0.80 0.89 146 | |
| CURRENCY 0.51 0.58 0.55 187 | |
| CURRENCYCODE 0.00 0.00 0.00 85 | |
| CURRENCYNAME 0.00 0.00 0.00 97 | |
| CURRENCYSYMBOL 0.67 0.95 0.78 308 | |
| CVV 0.00 0.00 0.00 97 | |
| DATE 0.56 1.00 0.72 423 | |
| DATEOFBIRTH 0.00 0.00 0.00 327 | |
| EMAIL 0.99 1.00 1.00 423 | |
| ETHEREUMADDRESS 0.95 1.00 0.98 168 | |
| EYECOLOR 0.99 0.94 0.96 108 | |
| FIRSTNAME 0.83 0.96 0.89 1623 | |
| GENDER 0.97 0.91 0.94 302 | |
| GPSCOORDINATES 0.99 1.00 0.99 223 | |
| HEIGHT 0.90 1.00 0.95 126 | |
| IBAN 0.83 1.00 0.91 230 | |
| IMEI 0.97 1.00 0.98 215 | |
| IPADDRESS 0.93 1.00 0.97 783 | |
| JOBDEPARTMENT 0.93 0.92 0.93 327 | |
| JOBTITLE 0.93 0.99 0.96 279 | |
| LASTNAME 0.75 0.91 0.83 441 | |
| LITECOINADDRESS 0.00 0.00 0.00 83 | |
| MACADDRESS 1.00 0.59 0.74 114 | |
| MASKEDNUMBER 0.00 0.00 0.00 209 | |
| MIDDLENAME 0.00 0.00 0.00 310 | |
| OCCUPATION 0.91 0.97 0.94 323 | |
| ORDINALDIRECTION 0.98 1.00 0.99 152 | |
| ORGANIZATION 0.94 0.99 0.96 271 | |
| PASSWORD 0.65 0.98 0.78 286 | |
| PHONE 0.77 0.92 0.84 303 | |
| PIN 0.00 0.00 0.00 72 | |
| PREFIX 0.97 0.99 0.98 298 | |
| SECONDARYADDRESS 0.99 1.00 0.99 316 | |
| SEX 0.97 0.99 0.98 338 | |
| SSN 0.56 0.36 0.43 259 | |
| STATE 0.55 0.60 0.57 294 | |
| STREET 0.82 0.95 0.88 332 | |
| TIME 0.92 0.97 0.94 296 | |
| URL 1.00 1.00 1.00 244 | |
| USERAGENT 1.00 1.00 1.00 233 | |
| USERNAME 0.95 0.97 0.96 332 | |
| VIN 0.00 0.00 0.00 84 | |
| VRM 0.67 0.02 0.04 98 | |
| ZIPCODE 0.66 0.77 0.71 264 | |
| micro avg 0.82 0.83 0.82 15076 | |
| macro avg 0.67 0.71 0.68 15076 | |
| weighted avg 0.75 0.83 0.78 15076 | |