| Classification Report for Turkish PII Detection |
| Model: microsoft/deberta-v3-base |
| ============================================================ |
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| precision recall f1-score support |
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| 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 |
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|
| 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 |
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