| Classification Report for German PII Detection | |
| Model: microsoft/deberta-v3-base | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 1.00 1.00 1.00 286 | |
| AGE 0.98 1.00 0.99 363 | |
| AMOUNT 0.96 0.97 0.96 127 | |
| BANKACCOUNT 1.00 1.00 1.00 303 | |
| BIC 0.99 0.96 0.97 76 | |
| BITCOINADDRESS 0.95 1.00 0.97 295 | |
| BUILDINGNUMBER 0.95 0.93 0.94 363 | |
| CITY 0.98 0.97 0.98 303 | |
| COUNTY 0.99 1.00 0.99 335 | |
| CREDITCARD 0.74 0.82 0.78 294 | |
| CREDITCARDISSUER 0.99 1.00 1.00 166 | |
| CURRENCY 0.72 0.96 0.82 213 | |
| CURRENCYCODE 0.94 0.97 0.95 75 | |
| CURRENCYNAME 0.17 0.01 0.02 78 | |
| CURRENCYSYMBOL 0.95 0.99 0.97 317 | |
| CVV 0.94 0.98 0.96 86 | |
| DATE 0.76 0.95 0.84 453 | |
| DATEOFBIRTH 0.89 0.61 0.72 348 | |
| EMAIL 1.00 1.00 1.00 449 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 190 | |
| EYECOLOR 0.98 1.00 0.99 117 | |
| 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 0.98 1.00 0.99 110 | |
| IBAN 0.99 1.00 1.00 265 | |
| IMEI 1.00 1.00 1.00 249 | |
| IPADDRESS 1.00 1.00 1.00 779 | |
| JOBDEPARTMENT 0.98 0.99 0.99 330 | |
| JOBTITLE 0.99 1.00 0.99 333 | |
| LASTNAME 0.97 0.96 0.97 509 | |
| LITECOINADDRESS 0.98 0.79 0.87 75 | |
| MACADDRESS 1.00 1.00 1.00 123 | |
| MASKEDNUMBER 0.76 0.66 0.71 242 | |
| MIDDLENAME 0.89 0.97 0.93 330 | |
| OCCUPATION 0.99 1.00 0.99 344 | |
| ORDINALDIRECTION 1.00 1.00 1.00 141 | |
| ORGANIZATION 0.99 1.00 1.00 292 | |
| PASSWORD 0.99 1.00 1.00 303 | |
| PHONE 1.00 1.00 1.00 300 | |
| PIN 0.97 0.90 0.93 79 | |
| PREFIX 0.95 0.99 0.97 343 | |
| SECONDARYADDRESS 0.99 0.99 0.99 327 | |
| SEX 1.00 1.00 1.00 328 | |
| SSN 1.00 1.00 1.00 287 | |
| STATE 0.97 1.00 0.98 334 | |
| STREET 0.97 0.99 0.98 350 | |
| TIME 0.99 0.98 0.99 306 | |
| URL 1.00 1.00 1.00 288 | |
| USERAGENT 1.00 1.00 1.00 267 | |
| USERNAME 1.00 1.00 1.00 294 | |
| VIN 1.00 1.00 1.00 94 | |
| VRM 0.97 1.00 0.98 97 | |
| ZIPCODE 0.93 0.98 0.95 297 | |
| micro avg 0.96 0.97 0.96 15883 | |
| macro avg 0.95 0.95 0.95 15883 | |
| weighted avg 0.96 0.97 0.96 15883 | |