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Classification Report for German PII Detection
Model: BAAI/bge-large-en-v1.5
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precision recall f1-score support
ACCOUNTNAME 1.00 1.00 1.00 286
AGE 0.96 1.00 0.98 363
AMOUNT 0.97 0.97 0.97 127
BANKACCOUNT 0.99 1.00 0.99 303
BIC 0.92 0.93 0.93 76
BITCOINADDRESS 0.95 1.00 0.98 295
BUILDINGNUMBER 0.97 0.92 0.94 363
CITY 0.97 0.96 0.96 303
COUNTY 0.99 0.99 0.99 335
CREDITCARD 0.81 0.92 0.86 294
CREDITCARDISSUER 0.98 1.00 0.99 166
CURRENCY 0.71 0.94 0.81 213
CURRENCYCODE 0.97 0.87 0.92 75
CURRENCYNAME 0.22 0.05 0.08 78
CURRENCYSYMBOL 0.95 0.98 0.97 317
CVV 0.98 0.99 0.98 86
DATE 0.77 0.91 0.84 453
DATEOFBIRTH 0.84 0.67 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 1.00 1.00 1.00 110
IBAN 1.00 1.00 1.00 265
IMEI 1.00 1.00 1.00 249
IPADDRESS 1.00 1.00 1.00 779
JOBDEPARTMENT 0.98 1.00 0.99 330
JOBTITLE 1.00 1.00 1.00 333
LASTNAME 0.97 0.98 0.97 509
LITECOINADDRESS 1.00 0.80 0.89 75
MACADDRESS 0.99 1.00 1.00 123
MASKEDNUMBER 0.89 0.73 0.80 242
MIDDLENAME 0.93 0.98 0.95 330
OCCUPATION 0.97 0.99 0.98 344
ORDINALDIRECTION 1.00 1.00 1.00 141
ORGANIZATION 0.99 1.00 1.00 292
PASSWORD 0.98 1.00 0.99 303
PHONE 1.00 1.00 1.00 300
PIN 0.95 0.94 0.94 79
PREFIX 0.97 0.97 0.97 343
SECONDARYADDRESS 0.99 1.00 1.00 327
SEX 1.00 1.00 1.00 328
SSN 1.00 1.00 1.00 287
STATE 0.98 0.99 0.98 334
STREET 0.98 0.99 0.99 350
TIME 0.98 0.97 0.98 306
URL 1.00 1.00 1.00 288
USERAGENT 0.99 1.00 1.00 267
USERNAME 1.00 1.00 1.00 294
VIN 0.98 0.99 0.98 94
VRM 1.00 1.00 1.00 97
ZIPCODE 0.92 0.98 0.95 297
micro avg 0.96 0.97 0.97 15883
macro avg 0.95 0.95 0.95 15883
weighted avg 0.96 0.97 0.96 15883
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