| Classification Report for German PII Detection |
| Model: microsoft/deberta-v3-large |
| ============================================================ |
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| precision recall f1-score support |
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| ACCOUNTNAME 1.00 1.00 1.00 286 |
| AGE 0.98 0.99 0.99 363 |
| AMOUNT 0.99 0.99 0.99 127 |
| BANKACCOUNT 1.00 1.00 1.00 303 |
| BIC 1.00 1.00 1.00 76 |
| BITCOINADDRESS 0.96 1.00 0.98 295 |
| BUILDINGNUMBER 0.99 0.95 0.97 363 |
| CITY 0.99 0.99 0.99 303 |
| COUNTY 0.99 1.00 0.99 335 |
| CREDITCARD 0.91 0.94 0.92 294 |
| CREDITCARDISSUER 0.99 1.00 1.00 166 |
| CURRENCY 0.77 0.89 0.83 213 |
| CURRENCYCODE 0.99 1.00 0.99 75 |
| CURRENCYNAME 0.52 0.35 0.42 78 |
| CURRENCYSYMBOL 0.95 0.99 0.97 317 |
| CVV 0.99 0.99 0.99 86 |
| DATE 0.81 0.90 0.85 453 |
| DATEOFBIRTH 0.82 0.75 0.78 348 |
| 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 0.99 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 0.99 1.00 0.99 330 |
| JOBTITLE 1.00 1.00 1.00 333 |
| LASTNAME 0.98 0.99 0.99 509 |
| LITECOINADDRESS 1.00 0.85 0.92 75 |
| MACADDRESS 1.00 1.00 1.00 123 |
| MASKEDNUMBER 0.92 0.89 0.91 242 |
| MIDDLENAME 0.94 0.98 0.96 330 |
| OCCUPATION 0.99 1.00 0.99 344 |
| ORDINALDIRECTION 1.00 1.00 1.00 141 |
| ORGANIZATION 1.00 1.00 1.00 292 |
| PASSWORD 1.00 1.00 1.00 303 |
| PHONE 1.00 1.00 1.00 300 |
| PIN 1.00 1.00 1.00 79 |
| PREFIX 0.97 0.98 0.98 343 |
| 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 0.99 0.99 0.99 334 |
| STREET 0.99 0.99 0.99 350 |
| TIME 1.00 0.99 1.00 306 |
| 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 0.99 0.99 94 |
| VRM 1.00 1.00 1.00 97 |
| ZIPCODE 0.95 0.99 0.97 297 |
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| micro avg 0.97 0.98 0.98 15883 |
| macro avg 0.97 0.97 0.97 15883 |
| weighted avg 0.97 0.98 0.98 15883 |
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