Classification Report for Turkish PII Detection Model: microsoft/deberta-v3-base ============================================================ precision recall f1-score support ACCOUNTNAME 0.78 0.87 0.82 260 AGE 0.90 0.85 0.87 264 AMOUNT 0.58 0.63 0.60 780 BANKACCOUNT 0.00 0.00 0.00 10 BIC 0.93 0.90 0.92 42 BITCOINADDRESS 0.98 0.97 0.98 63 BUILDINGNUMBER 0.51 0.90 0.65 77 CITY 0.78 0.85 0.81 219 COUNTY 0.43 0.50 0.46 18 CREDITCARD 0.96 0.94 0.95 166 CREDITCARDISSUER 0.36 0.69 0.47 13 CURRENCY 0.22 0.17 0.19 133 CURRENCYCODE 0.48 0.81 0.60 62 CURRENCYNAME 0.00 0.00 0.00 8 CURRENCYSYMBOL 0.68 0.33 0.45 57 CVV 0.89 0.89 0.89 56 DATE 0.92 0.91 0.92 582 DATEOFBIRTH 0.92 0.95 0.93 263 EMAIL 0.94 0.98 0.96 139 EYECOLOR 0.73 0.89 0.80 18 FIRSTNAME 0.97 0.97 0.97 2620 GENDER 0.55 0.80 0.65 15 GPSCOORDINATES 1.00 0.96 0.98 27 HEIGHT 0.72 0.69 0.71 26 IBAN 0.98 0.98 0.98 1585 IMEI 0.82 0.95 0.88 19 IPADDRESS 1.00 0.97 0.99 37 JOBDEPARTMENT 0.82 0.86 0.84 140 JOBTITLE 0.38 0.44 0.41 104 LASTNAME 0.97 0.99 0.98 2593 MACADDRESS 1.00 1.00 1.00 33 MASKEDNUMBER 0.29 0.55 0.37 22 MIDDLENAME 0.45 0.74 0.56 42 OCCUPATION 0.33 0.08 0.13 50 ORDINALDIRECTION 0.20 0.07 0.10 15 ORGANIZATION 0.69 0.66 0.67 227 PASSWORD 0.87 0.90 0.88 29 PHONE 0.99 0.98 0.99 619 PIN 0.76 0.85 0.80 33 PREFIX 0.93 0.97 0.95 1581 SECONDARYADDRESS 0.00 0.00 0.00 14 SEX 0.00 0.00 0.00 1 SSN 0.74 0.79 0.76 630 STATE 0.53 0.62 0.57 13 STREET 0.48 0.49 0.49 132 TIME 0.81 0.96 0.88 308 URL 0.95 0.87 0.91 23 USERNAME 0.92 0.46 0.61 50 VIN 0.77 1.00 0.87 17 VRM 0.95 0.89 0.92 46 ZIPCODE 0.84 0.90 0.87 30 micro avg 0.88 0.90 0.89 14311 macro avg 0.68 0.71 0.69 14311 weighted avg 0.88 0.90 0.89 14311