| Classification Report for German PII Detection |
| Model: FacebookAI/roberta-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 0.97 0.98 363 |
| AMOUNT 0.95 0.98 0.97 127 |
| BANKACCOUNT 1.00 1.00 1.00 303 |
| BIC 1.00 1.00 1.00 76 |
| BITCOINADDRESS 0.95 1.00 0.98 295 |
| BUILDINGNUMBER 0.99 0.95 0.97 363 |
| CITY 0.98 0.96 0.97 303 |
| COUNTY 0.98 1.00 0.99 335 |
| CREDITCARD 0.85 0.94 0.89 294 |
| CREDITCARDISSUER 1.00 1.00 1.00 166 |
| CURRENCY 0.74 0.90 0.81 213 |
| CURRENCYCODE 0.97 0.99 0.98 75 |
| CURRENCYNAME 0.51 0.27 0.35 78 |
| CURRENCYSYMBOL 0.95 0.99 0.97 317 |
| CVV 0.99 0.99 0.99 86 |
| DATE 0.78 0.90 0.83 453 |
| DATEOFBIRTH 0.83 0.68 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 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 1.00 1.00 1.00 333 |
| LASTNAME 0.98 0.98 0.98 509 |
| LITECOINADDRESS 1.00 0.80 0.89 75 |
| MACADDRESS 1.00 1.00 1.00 123 |
| MASKEDNUMBER 0.91 0.80 0.85 242 |
| MIDDLENAME 0.92 0.98 0.95 330 |
| 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 0.97 0.99 0.98 79 |
| PREFIX 0.96 0.98 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 0.99 0.99 0.99 334 |
| STREET 0.97 1.00 0.98 350 |
| TIME 0.99 0.99 0.99 306 |
| URL 1.00 1.00 1.00 288 |
| USERAGENT 1.00 1.00 1.00 267 |
| USERNAME 0.99 1.00 0.99 294 |
| VIN 0.99 1.00 0.99 94 |
| VRM 1.00 1.00 1.00 97 |
| ZIPCODE 0.94 0.99 0.96 297 |
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| micro avg 0.97 0.97 0.97 15883 |
| macro avg 0.96 0.96 0.96 15883 |
| weighted avg 0.97 0.97 0.97 15883 |
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