| Classification Report for Italian PII Detection | |
| Model: intfloat/e5-base-v2 | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 1.00 282 | |
| AGE 0.97 0.99 0.98 338 | |
| AMOUNT 1.00 0.84 0.92 116 | |
| BANKACCOUNT 0.96 1.00 0.98 306 | |
| BIC 0.97 0.77 0.86 77 | |
| BITCOINADDRESS 0.90 1.00 0.94 273 | |
| BUILDINGNUMBER 0.90 0.89 0.89 346 | |
| CITY 0.94 0.92 0.93 280 | |
| COUNTY 0.98 0.99 0.99 327 | |
| CREDITCARD 0.78 0.66 0.71 302 | |
| CREDITCARDISSUER 0.99 1.00 0.99 146 | |
| CURRENCY 0.63 0.94 0.76 187 | |
| CURRENCYCODE 0.76 0.74 0.75 85 | |
| CURRENCYNAME 0.00 0.00 0.00 97 | |
| CURRENCYSYMBOL 0.93 0.95 0.94 308 | |
| CVV 0.93 0.95 0.94 97 | |
| DATE 0.65 0.85 0.73 423 | |
| DATEOFBIRTH 0.59 0.46 0.52 327 | |
| EMAIL 1.00 1.00 1.00 423 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 168 | |
| EYECOLOR 0.98 0.98 0.98 108 | |
| FIRSTNAME 0.97 0.96 0.96 1623 | |
| GENDER 0.99 1.00 0.99 302 | |
| GPSCOORDINATES 1.00 1.00 1.00 223 | |
| HEIGHT 0.97 1.00 0.98 126 | |
| IBAN 0.97 1.00 0.98 230 | |
| IMEI 1.00 1.00 1.00 215 | |
| IPADDRESS 1.00 1.00 1.00 783 | |
| JOBDEPARTMENT 0.95 0.97 0.96 327 | |
| JOBTITLE 0.97 0.99 0.98 279 | |
| LASTNAME 0.97 0.94 0.96 441 | |
| LITECOINADDRESS 0.98 0.61 0.76 83 | |
| MACADDRESS 0.99 1.00 1.00 114 | |
| MASKEDNUMBER 0.60 0.73 0.66 209 | |
| MIDDLENAME 0.84 0.95 0.89 310 | |
| OCCUPATION 0.99 0.98 0.99 323 | |
| ORDINALDIRECTION 1.00 1.00 1.00 152 | |
| ORGANIZATION 0.99 1.00 0.99 271 | |
| PASSWORD 0.94 0.98 0.96 286 | |
| PHONE 0.99 0.99 0.99 303 | |
| PIN 0.87 0.74 0.80 72 | |
| PREFIX 0.97 1.00 0.98 298 | |
| SECONDARYADDRESS 0.98 0.99 0.99 316 | |
| SEX 1.00 1.00 1.00 338 | |
| SSN 0.99 1.00 1.00 259 | |
| STATE 0.96 0.99 0.98 294 | |
| STREET 0.96 0.98 0.97 332 | |
| TIME 0.97 0.98 0.97 296 | |
| URL 1.00 1.00 1.00 244 | |
| USERAGENT 0.99 1.00 0.99 233 | |
| USERNAME 0.98 0.98 0.98 332 | |
| VIN 0.98 0.96 0.97 84 | |
| VRM 0.92 0.99 0.96 98 | |
| ZIPCODE 0.86 0.91 0.88 264 | |
| micro avg 0.93 0.94 0.94 15076 | |
| macro avg 0.91 0.92 0.91 15076 | |
| weighted avg 0.93 0.94 0.93 15076 | |