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Classification Report for French PII Detection
Model: answerdotai/ModernBERT-base
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precision recall f1-score support
ACCOUNTNAME 1.00 1.00 1.00 360
AGE 0.97 0.98 0.98 389
AMOUNT 0.96 0.90 0.93 104
BANKACCOUNT 0.99 1.00 0.99 312
BIC 0.98 0.98 0.98 98
BITCOINADDRESS 0.95 0.99 0.97 318
BUILDINGNUMBER 0.93 0.89 0.91 396
CITY 0.89 0.89 0.89 329
COUNTY 0.97 0.98 0.98 382
CREDITCARD 0.85 0.90 0.88 382
CREDITCARDISSUER 1.00 1.00 1.00 210
CURRENCY 0.56 0.75 0.64 210
CURRENCYCODE 0.94 0.91 0.92 106
CURRENCYNAME 0.19 0.18 0.19 109
CURRENCYSYMBOL 0.97 0.99 0.98 355
CVV 0.90 0.95 0.92 83
DATE 0.74 0.85 0.79 598
DATEOFBIRTH 0.70 0.61 0.65 404
EMAIL 1.00 1.00 1.00 495
ETHEREUMADDRESS 1.00 1.00 1.00 236
EYECOLOR 0.99 1.00 0.99 162
FIRSTNAME 0.95 0.96 0.95 1927
GENDER 1.00 1.00 1.00 412
GPSCOORDINATES 1.00 1.00 1.00 300
HEIGHT 0.99 0.99 0.99 155
IBAN 0.99 1.00 1.00 273
IMEI 1.00 1.00 1.00 304
IPADDRESS 1.00 1.00 1.00 992
JOBDEPARTMENT 0.98 0.97 0.98 336
JOBTITLE 0.98 1.00 0.99 329
LASTNAME 0.95 0.92 0.93 585
LITECOINADDRESS 0.97 0.84 0.90 110
MACADDRESS 1.00 1.00 1.00 145
MASKEDNUMBER 0.87 0.81 0.84 302
MIDDLENAME 0.92 0.89 0.91 374
OCCUPATION 1.00 0.99 0.99 382
ORDINALDIRECTION 1.00 1.00 1.00 185
ORGANIZATION 0.97 1.00 0.98 322
PASSWORD 0.99 0.98 0.99 393
PHONE 0.98 0.99 0.99 341
PIN 0.88 0.92 0.90 83
PREFIX 0.97 0.98 0.98 391
SECONDARYADDRESS 1.00 1.00 1.00 357
SEX 1.00 1.00 1.00 422
SSN 0.99 1.00 1.00 331
STATE 0.95 0.96 0.96 348
STREET 0.90 0.93 0.92 409
TIME 0.98 0.99 0.98 348
URL 1.00 1.00 1.00 364
USERAGENT 1.00 1.00 1.00 295
USERNAME 1.00 0.98 0.99 348
VIN 1.00 0.97 0.99 113
VRM 0.98 0.99 0.99 125
ZIPCODE 0.90 0.93 0.92 346
micro avg 0.94 0.95 0.95 18485
macro avg 0.94 0.94 0.94 18485
weighted avg 0.95 0.95 0.95 18485
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