| Classification Report for German PII Detection | |
| Model: emilyalsentzer/Bio_ClinicalBERT | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 1.00 1.00 1.00 286 | |
| AGE 0.95 0.96 0.96 363 | |
| AMOUNT 0.98 0.94 0.96 127 | |
| BANKACCOUNT 0.99 1.00 0.99 303 | |
| BIC 0.86 0.79 0.82 76 | |
| BITCOINADDRESS 0.92 1.00 0.96 295 | |
| BUILDINGNUMBER 0.95 0.90 0.93 363 | |
| CITY 0.89 0.80 0.84 303 | |
| COUNTY 0.93 0.98 0.95 335 | |
| CREDITCARD 0.75 0.71 0.73 294 | |
| CREDITCARDISSUER 0.98 1.00 0.99 166 | |
| CURRENCY 0.68 0.84 0.75 213 | |
| CURRENCYCODE 0.76 0.52 0.62 75 | |
| CURRENCYNAME 0.29 0.03 0.05 78 | |
| CURRENCYSYMBOL 0.91 0.95 0.93 317 | |
| CVV 0.94 0.98 0.96 86 | |
| DATE 0.68 0.89 0.77 453 | |
| DATEOFBIRTH 0.72 0.49 0.58 348 | |
| EMAIL 1.00 1.00 1.00 449 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 190 | |
| EYECOLOR 0.97 1.00 0.98 117 | |
| FIRSTNAME 0.93 0.94 0.93 1701 | |
| GENDER 0.99 1.00 1.00 312 | |
| GPSCOORDINATES 1.00 1.00 1.00 217 | |
| HEIGHT 0.96 1.00 0.98 110 | |
| IBAN 0.97 1.00 0.98 265 | |
| IMEI 1.00 1.00 1.00 249 | |
| IPADDRESS 1.00 1.00 1.00 779 | |
| JOBDEPARTMENT 0.94 1.00 0.97 330 | |
| JOBTITLE 1.00 1.00 1.00 333 | |
| LASTNAME 0.89 0.89 0.89 509 | |
| LITECOINADDRESS 1.00 0.67 0.80 75 | |
| MACADDRESS 0.99 1.00 1.00 123 | |
| MASKEDNUMBER 0.67 0.71 0.69 242 | |
| MIDDLENAME 0.84 0.92 0.88 330 | |
| OCCUPATION 0.96 1.00 0.98 344 | |
| ORDINALDIRECTION 0.99 1.00 1.00 141 | |
| ORGANIZATION 0.95 1.00 0.97 292 | |
| PASSWORD 0.95 0.97 0.96 303 | |
| PHONE 1.00 1.00 1.00 300 | |
| PIN 0.96 0.90 0.93 79 | |
| PREFIX 0.91 0.99 0.95 343 | |
| SECONDARYADDRESS 1.00 1.00 1.00 327 | |
| SEX 1.00 1.00 1.00 328 | |
| SSN 0.99 1.00 1.00 287 | |
| STATE 0.82 0.87 0.85 334 | |
| STREET 0.92 0.97 0.95 350 | |
| TIME 0.95 0.98 0.96 306 | |
| URL 1.00 1.00 1.00 288 | |
| USERAGENT 0.99 1.00 0.99 267 | |
| USERNAME 0.99 0.99 0.99 294 | |
| VIN 0.99 1.00 0.99 94 | |
| VRM 0.99 0.99 0.99 97 | |
| ZIPCODE 0.90 0.98 0.94 297 | |
| micro avg 0.93 0.94 0.93 15883 | |
| macro avg 0.92 0.92 0.91 15883 | |
| weighted avg 0.92 0.94 0.93 15883 | |