| Classification Report for German PII Detection | |
| Model: FacebookAI/roberta-base | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 1.00 1.00 1.00 286 | |
| AGE 0.98 0.99 0.98 363 | |
| AMOUNT 0.98 0.97 0.97 127 | |
| BANKACCOUNT 0.99 1.00 1.00 303 | |
| BIC 0.97 1.00 0.99 76 | |
| BITCOINADDRESS 0.92 1.00 0.96 295 | |
| BUILDINGNUMBER 0.97 0.91 0.94 363 | |
| CITY 0.98 0.95 0.97 303 | |
| COUNTY 0.97 0.99 0.98 335 | |
| CREDITCARD 0.80 0.70 0.75 294 | |
| CREDITCARDISSUER 1.00 1.00 1.00 166 | |
| CURRENCY 0.71 0.98 0.82 213 | |
| CURRENCYCODE 0.91 0.93 0.92 75 | |
| CURRENCYNAME 0.50 0.01 0.03 78 | |
| CURRENCYSYMBOL 0.95 0.99 0.97 317 | |
| CVV 0.98 0.97 0.97 86 | |
| DATE 0.72 0.97 0.83 453 | |
| DATEOFBIRTH 0.93 0.52 0.67 348 | |
| EMAIL 0.99 1.00 1.00 449 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 190 | |
| EYECOLOR 0.98 0.99 0.99 117 | |
| FIRSTNAME 0.98 0.97 0.97 1701 | |
| GENDER 0.99 0.99 0.99 312 | |
| GPSCOORDINATES 1.00 1.00 1.00 217 | |
| HEIGHT 0.98 0.99 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 0.97 1.00 0.99 330 | |
| JOBTITLE 1.00 1.00 1.00 333 | |
| LASTNAME 0.95 0.95 0.95 509 | |
| LITECOINADDRESS 1.00 0.68 0.81 75 | |
| MACADDRESS 1.00 1.00 1.00 123 | |
| MASKEDNUMBER 0.68 0.79 0.73 242 | |
| MIDDLENAME 0.87 0.95 0.91 330 | |
| OCCUPATION 0.97 1.00 0.98 344 | |
| ORDINALDIRECTION 1.00 1.00 1.00 141 | |
| ORGANIZATION 0.99 1.00 1.00 292 | |
| PASSWORD 1.00 1.00 1.00 303 | |
| PHONE 1.00 1.00 1.00 300 | |
| PIN 0.89 0.94 0.91 79 | |
| PREFIX 0.94 0.99 0.96 343 | |
| 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 0.96 0.98 0.97 334 | |
| 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 0.99 0.99 0.99 294 | |
| VIN 0.99 0.99 0.99 94 | |
| VRM 1.00 1.00 1.00 97 | |
| ZIPCODE 0.90 0.97 0.93 297 | |
| micro avg 0.95 0.96 0.96 15883 | |
| macro avg 0.95 0.94 0.94 15883 | |
| weighted avg 0.96 0.96 0.95 15883 | |