| Classification Report for German PII Detection |
| Model: Alibaba-NLP/gte-modernbert-base |
| ============================================================ |
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| precision recall f1-score support |
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| ACCOUNTNAME 1.00 1.00 1.00 286 |
| AGE 0.98 0.98 0.98 363 |
| AMOUNT 0.97 0.97 0.97 127 |
| BANKACCOUNT 1.00 0.99 0.99 303 |
| BIC 0.96 1.00 0.98 76 |
| BITCOINADDRESS 0.95 1.00 0.98 295 |
| BUILDINGNUMBER 0.96 0.93 0.94 363 |
| CITY 0.95 0.90 0.93 303 |
| COUNTY 0.98 1.00 0.99 335 |
| CREDITCARD 0.85 0.91 0.88 294 |
| CREDITCARDISSUER 1.00 1.00 1.00 166 |
| CURRENCY 0.68 0.85 0.75 213 |
| CURRENCYCODE 0.97 0.91 0.94 75 |
| CURRENCYNAME 0.23 0.15 0.18 78 |
| CURRENCYSYMBOL 0.96 0.97 0.97 317 |
| CVV 0.99 0.99 0.99 86 |
| DATE 0.76 0.86 0.81 453 |
| DATEOFBIRTH 0.74 0.71 0.72 348 |
| EMAIL 1.00 1.00 1.00 449 |
| ETHEREUMADDRESS 0.99 1.00 1.00 190 |
| EYECOLOR 0.99 1.00 1.00 117 |
| FIRSTNAME 0.98 0.98 0.98 1701 |
| GENDER 1.00 0.99 1.00 312 |
| GPSCOORDINATES 1.00 1.00 1.00 217 |
| HEIGHT 0.99 1.00 1.00 110 |
| IBAN 0.99 1.00 0.99 265 |
| IMEI 1.00 1.00 1.00 249 |
| IPADDRESS 1.00 1.00 1.00 779 |
| JOBDEPARTMENT 0.99 0.97 0.98 330 |
| JOBTITLE 0.99 1.00 1.00 333 |
| LASTNAME 0.96 0.96 0.96 509 |
| LITECOINADDRESS 0.98 0.83 0.90 75 |
| MACADDRESS 0.99 0.99 0.99 123 |
| MASKEDNUMBER 0.89 0.81 0.84 242 |
| MIDDLENAME 0.94 0.96 0.95 330 |
| OCCUPATION 0.98 1.00 0.99 344 |
| ORDINALDIRECTION 1.00 1.00 1.00 141 |
| ORGANIZATION 0.98 0.99 0.99 292 |
| PASSWORD 1.00 0.97 0.98 303 |
| PHONE 1.00 1.00 1.00 300 |
| PIN 0.96 0.92 0.94 79 |
| PREFIX 0.95 0.99 0.97 343 |
| SECONDARYADDRESS 1.00 1.00 1.00 327 |
| SEX 1.00 1.00 1.00 328 |
| SSN 1.00 1.00 1.00 287 |
| STATE 0.98 0.97 0.98 334 |
| STREET 0.93 0.97 0.95 350 |
| TIME 0.99 0.97 0.98 306 |
| URL 1.00 1.00 1.00 288 |
| USERAGENT 1.00 1.00 1.00 267 |
| USERNAME 0.99 0.98 0.99 294 |
| VIN 1.00 0.96 0.98 94 |
| VRM 1.00 0.99 0.99 97 |
| ZIPCODE 0.91 0.97 0.94 297 |
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| micro avg 0.96 0.96 0.96 15883 |
| macro avg 0.95 0.95 0.95 15883 |
| weighted avg 0.96 0.96 0.96 15883 |
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