| Classification Report for Italian PII Detection | |
| Model: microsoft/BiomedNLP-BiomedELECTRA-large-uncased-abstract | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 1.00 282 | |
| AGE 0.98 0.99 0.99 338 | |
| AMOUNT 1.00 0.98 0.99 116 | |
| BANKACCOUNT 1.00 1.00 1.00 306 | |
| BIC 0.97 0.92 0.95 77 | |
| BITCOINADDRESS 0.94 0.99 0.96 273 | |
| BUILDINGNUMBER 0.91 0.94 0.93 346 | |
| CITY 0.97 0.90 0.94 280 | |
| COUNTY 0.98 0.99 0.98 327 | |
| CREDITCARD 0.88 0.89 0.88 302 | |
| CREDITCARDISSUER 0.99 1.00 1.00 146 | |
| CURRENCY 0.63 0.84 0.72 187 | |
| CURRENCYCODE 0.95 0.94 0.95 85 | |
| CURRENCYNAME 0.30 0.22 0.25 97 | |
| CURRENCYSYMBOL 0.98 0.99 0.98 308 | |
| CVV 0.97 0.95 0.96 97 | |
| DATE 0.76 0.91 0.83 423 | |
| DATEOFBIRTH 0.81 0.65 0.72 327 | |
| EMAIL 1.00 1.00 1.00 423 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 168 | |
| EYECOLOR 0.98 0.99 0.99 108 | |
| FIRSTNAME 0.97 0.95 0.96 1623 | |
| GENDER 0.99 1.00 0.99 302 | |
| GPSCOORDINATES 1.00 1.00 1.00 223 | |
| HEIGHT 0.98 0.99 0.98 126 | |
| 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 0.98 0.98 0.98 327 | |
| JOBTITLE 0.99 1.00 0.99 279 | |
| LASTNAME 0.94 0.95 0.95 441 | |
| LITECOINADDRESS 0.94 0.80 0.86 83 | |
| MACADDRESS 0.99 1.00 1.00 114 | |
| MASKEDNUMBER 0.84 0.82 0.83 209 | |
| MIDDLENAME 0.89 0.99 0.94 310 | |
| OCCUPATION 1.00 1.00 1.00 323 | |
| ORDINALDIRECTION 1.00 1.00 1.00 152 | |
| ORGANIZATION 0.98 1.00 0.99 271 | |
| PASSWORD 0.98 0.99 0.98 286 | |
| PHONE 1.00 1.00 1.00 303 | |
| PIN 0.96 0.92 0.94 72 | |
| PREFIX 0.96 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 0.97 1.00 0.98 294 | |
| STREET 0.97 0.99 0.98 332 | |
| TIME 0.98 0.99 0.99 296 | |
| URL 1.00 1.00 1.00 244 | |
| USERAGENT 1.00 1.00 1.00 233 | |
| USERNAME 0.99 0.99 0.99 332 | |
| VIN 1.00 1.00 1.00 84 | |
| VRM 1.00 1.00 1.00 98 | |
| ZIPCODE 0.94 0.92 0.93 264 | |
| micro avg 0.95 0.96 0.96 15076 | |
| macro avg 0.95 0.95 0.95 15076 | |
| weighted avg 0.96 0.96 0.96 15076 | |