| Classification Report for German PII Detection | |
| Model: intfloat/e5-small-v2 | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 1.00 1.00 1.00 286 | |
| AGE 0.92 0.98 0.95 363 | |
| AMOUNT 0.92 0.09 0.16 127 | |
| BANKACCOUNT 0.74 1.00 0.85 303 | |
| BIC 0.00 0.00 0.00 76 | |
| BITCOINADDRESS 0.76 1.00 0.86 295 | |
| BUILDINGNUMBER 0.63 0.88 0.74 363 | |
| CITY 0.76 0.77 0.77 303 | |
| COUNTY 0.76 0.94 0.84 335 | |
| CREDITCARD 0.54 1.00 0.70 294 | |
| CREDITCARDISSUER 0.98 0.90 0.94 166 | |
| CURRENCY 0.60 0.58 0.59 213 | |
| CURRENCYCODE 0.00 0.00 0.00 75 | |
| CURRENCYNAME 0.00 0.00 0.00 78 | |
| CURRENCYSYMBOL 0.68 0.94 0.79 317 | |
| CVV 0.00 0.00 0.00 86 | |
| DATE 0.56 1.00 0.72 453 | |
| DATEOFBIRTH 0.00 0.00 0.00 348 | |
| EMAIL 0.98 1.00 0.99 449 | |
| ETHEREUMADDRESS 0.97 1.00 0.98 190 | |
| EYECOLOR 0.96 0.97 0.97 117 | |
| FIRSTNAME 0.86 0.97 0.91 1701 | |
| GENDER 0.98 0.94 0.96 312 | |
| GPSCOORDINATES 1.00 1.00 1.00 217 | |
| HEIGHT 0.84 0.98 0.91 110 | |
| IBAN 0.82 1.00 0.90 265 | |
| IMEI 0.94 1.00 0.97 249 | |
| IPADDRESS 0.95 1.00 0.97 779 | |
| JOBDEPARTMENT 0.94 0.98 0.96 330 | |
| JOBTITLE 0.98 1.00 0.99 333 | |
| LASTNAME 0.73 0.93 0.82 509 | |
| LITECOINADDRESS 0.00 0.00 0.00 75 | |
| MACADDRESS 0.99 0.71 0.82 123 | |
| MASKEDNUMBER 0.00 0.00 0.00 242 | |
| MIDDLENAME 1.00 0.01 0.02 330 | |
| OCCUPATION 0.94 0.99 0.97 344 | |
| ORDINALDIRECTION 0.99 1.00 1.00 141 | |
| ORGANIZATION 0.94 0.99 0.97 292 | |
| PASSWORD 0.64 0.99 0.78 303 | |
| PHONE 0.80 0.96 0.88 300 | |
| PIN 0.00 0.00 0.00 79 | |
| PREFIX 0.93 0.97 0.95 343 | |
| SECONDARYADDRESS 0.98 1.00 0.99 327 | |
| SEX 0.98 1.00 0.99 328 | |
| SSN 0.68 0.44 0.53 287 | |
| STATE 0.59 0.55 0.57 334 | |
| STREET 0.84 0.95 0.89 350 | |
| TIME 0.93 0.95 0.94 306 | |
| URL 1.00 1.00 1.00 288 | |
| USERAGENT 0.98 1.00 0.99 267 | |
| USERNAME 0.97 0.95 0.96 294 | |
| VIN 0.00 0.00 0.00 94 | |
| VRM 0.00 0.00 0.00 97 | |
| ZIPCODE 0.70 0.86 0.77 297 | |
| micro avg 0.83 0.84 0.83 15883 | |
| macro avg 0.70 0.73 0.69 15883 | |
| weighted avg 0.78 0.84 0.79 15883 | |