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