| Classification Report for German PII Detection | |
| Model: BAAI/bge-large-en-v1.5 | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 1.00 1.00 1.00 286 | |
| AGE 0.96 1.00 0.98 363 | |
| AMOUNT 0.97 0.97 0.97 127 | |
| BANKACCOUNT 0.99 1.00 0.99 303 | |
| BIC 0.92 0.93 0.93 76 | |
| BITCOINADDRESS 0.95 1.00 0.98 295 | |
| BUILDINGNUMBER 0.97 0.92 0.94 363 | |
| CITY 0.97 0.96 0.96 303 | |
| COUNTY 0.99 0.99 0.99 335 | |
| CREDITCARD 0.81 0.92 0.86 294 | |
| CREDITCARDISSUER 0.98 1.00 0.99 166 | |
| CURRENCY 0.71 0.94 0.81 213 | |
| CURRENCYCODE 0.97 0.87 0.92 75 | |
| CURRENCYNAME 0.22 0.05 0.08 78 | |
| CURRENCYSYMBOL 0.95 0.98 0.97 317 | |
| CVV 0.98 0.99 0.98 86 | |
| DATE 0.77 0.91 0.84 453 | |
| DATEOFBIRTH 0.84 0.67 0.75 348 | |
| EMAIL 1.00 1.00 1.00 449 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 190 | |
| EYECOLOR 0.99 1.00 1.00 117 | |
| FIRSTNAME 0.99 0.98 0.98 1701 | |
| GENDER 1.00 1.00 1.00 312 | |
| GPSCOORDINATES 1.00 1.00 1.00 217 | |
| HEIGHT 1.00 1.00 1.00 110 | |
| IBAN 1.00 1.00 1.00 265 | |
| IMEI 1.00 1.00 1.00 249 | |
| IPADDRESS 1.00 1.00 1.00 779 | |
| JOBDEPARTMENT 0.98 1.00 0.99 330 | |
| JOBTITLE 1.00 1.00 1.00 333 | |
| LASTNAME 0.97 0.98 0.97 509 | |
| LITECOINADDRESS 1.00 0.80 0.89 75 | |
| MACADDRESS 0.99 1.00 1.00 123 | |
| MASKEDNUMBER 0.89 0.73 0.80 242 | |
| MIDDLENAME 0.93 0.98 0.95 330 | |
| OCCUPATION 0.97 0.99 0.98 344 | |
| ORDINALDIRECTION 1.00 1.00 1.00 141 | |
| ORGANIZATION 0.99 1.00 1.00 292 | |
| PASSWORD 0.98 1.00 0.99 303 | |
| PHONE 1.00 1.00 1.00 300 | |
| PIN 0.95 0.94 0.94 79 | |
| PREFIX 0.97 0.97 0.97 343 | |
| SECONDARYADDRESS 0.99 1.00 1.00 327 | |
| SEX 1.00 1.00 1.00 328 | |
| SSN 1.00 1.00 1.00 287 | |
| STATE 0.98 0.99 0.98 334 | |
| STREET 0.98 0.99 0.99 350 | |
| TIME 0.98 0.97 0.98 306 | |
| URL 1.00 1.00 1.00 288 | |
| USERAGENT 0.99 1.00 1.00 267 | |
| USERNAME 1.00 1.00 1.00 294 | |
| VIN 0.98 0.99 0.98 94 | |
| VRM 1.00 1.00 1.00 97 | |
| ZIPCODE 0.92 0.98 0.95 297 | |
| micro avg 0.96 0.97 0.97 15883 | |
| macro avg 0.95 0.95 0.95 15883 | |
| weighted avg 0.96 0.97 0.96 15883 | |