| Classification Report for German PII Detection | |
| Model: intfloat/e5-base-v2 | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 1.00 1.00 1.00 286 | |
| AGE 0.96 0.99 0.97 363 | |
| AMOUNT 0.93 0.87 0.90 127 | |
| BANKACCOUNT 0.96 1.00 0.98 303 | |
| BIC 0.93 0.54 0.68 76 | |
| BITCOINADDRESS 0.92 1.00 0.96 295 | |
| BUILDINGNUMBER 0.92 0.87 0.89 363 | |
| CITY 0.95 0.90 0.92 303 | |
| COUNTY 0.97 0.98 0.98 335 | |
| CREDITCARD 0.59 0.93 0.72 294 | |
| CREDITCARDISSUER 0.97 1.00 0.99 166 | |
| CURRENCY 0.68 0.89 0.77 213 | |
| CURRENCYCODE 0.80 0.63 0.70 75 | |
| CURRENCYNAME 0.00 0.00 0.00 78 | |
| CURRENCYSYMBOL 0.90 0.96 0.93 317 | |
| CVV 0.80 0.95 0.87 86 | |
| DATE 0.61 0.92 0.73 453 | |
| DATEOFBIRTH 0.61 0.28 0.38 348 | |
| EMAIL 1.00 1.00 1.00 449 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 190 | |
| EYECOLOR 0.97 0.99 0.98 117 | |
| FIRSTNAME 0.95 0.96 0.96 1701 | |
| GENDER 0.99 0.99 0.99 312 | |
| GPSCOORDINATES 1.00 1.00 1.00 217 | |
| HEIGHT 0.96 1.00 0.98 110 | |
| IBAN 0.95 0.98 0.97 265 | |
| IMEI 0.98 1.00 0.99 249 | |
| IPADDRESS 1.00 1.00 1.00 779 | |
| JOBDEPARTMENT 0.99 1.00 0.99 330 | |
| JOBTITLE 0.99 1.00 1.00 333 | |
| LASTNAME 0.94 0.94 0.94 509 | |
| LITECOINADDRESS 0.94 0.64 0.76 75 | |
| MACADDRESS 0.99 1.00 1.00 123 | |
| MASKEDNUMBER 0.74 0.21 0.32 242 | |
| MIDDLENAME 0.81 0.79 0.80 330 | |
| OCCUPATION 0.96 1.00 0.98 344 | |
| ORDINALDIRECTION 1.00 1.00 1.00 141 | |
| ORGANIZATION 0.98 1.00 0.99 292 | |
| PASSWORD 0.91 0.98 0.94 303 | |
| PHONE 0.98 0.98 0.98 300 | |
| PIN 0.96 0.59 0.73 79 | |
| PREFIX 0.93 0.97 0.95 343 | |
| SECONDARYADDRESS 0.98 0.99 0.99 327 | |
| SEX 1.00 1.00 1.00 328 | |
| SSN 0.99 1.00 0.99 287 | |
| STATE 0.90 0.98 0.94 334 | |
| STREET 0.96 0.98 0.97 350 | |
| TIME 0.95 0.96 0.95 306 | |
| URL 1.00 1.00 1.00 288 | |
| USERAGENT 0.99 1.00 0.99 267 | |
| USERNAME 1.00 0.99 0.99 294 | |
| VIN 0.91 0.95 0.93 94 | |
| VRM 0.94 0.93 0.93 97 | |
| ZIPCODE 0.86 0.95 0.90 297 | |
| micro avg 0.92 0.93 0.93 15883 | |
| macro avg 0.90 0.90 0.89 15883 | |
| weighted avg 0.92 0.93 0.92 15883 | |